Replicate Dynamic Return Dependencies Across Industries: A Machine Learning Approach by David Rapach, Jack Strauss, Jun Tu and Guofu Zhou.
Use industry returns from Ken French
Forecast (for example) this month's Chemical industry return using last month's returns from all 30 industries
Use LASSO for predictor subset selection over the entire 1960-2016 period to determine that e.g. Beer is predicted by Food, Clothing, Coal
Use LASSO-selected predictors and simple linear regression to predict returns
Generate portfolios and run backtests.
Predictor selection - finds same predictors except 2 industries. Possibly use of AICc instead of AIC (don't see an sklearn implementation that uses AICc)
Prediction by industry - R-squareds line up pretty closely
Portfolio performance, similar ballpark results. Maybe AICc/AIC; Also paper standardizes predictors, which is pretty standard. Finally, for some reason their mean returns don't line up to geometric mean annualized, they seem to be calculating something different.
Replicating exactly is hard but it does replicate closely and perform well
Run various sklearn regressors to see which performs best, understand metrics that predict performance. MSE does not predict Sharpe. Kendall's tau, i.e. correlation of predicted vs. actual rankings, performs better.
Tune ElasticNet to get slightly better performance than Lasso/OLS
Run Keras NNs. They don't improve on Lasso/OLS or ElasticNet.
import os
import sys
import warnings
import numpy as np
import pandas as pd
import time
import copy
import random
from itertools import product
os.environ['TF_CPP_MIN_LOG_LEVEL'] = '3' #Hide messy TensorFlow warnings
warnings.filterwarnings("ignore") #Hide messy numpy warnings
import sklearn
from sklearn.model_selection import train_test_split, KFold
from sklearn.metrics import confusion_matrix, mean_squared_error, explained_variance_score, r2_score, accuracy_score
from sklearn.linear_model import LinearRegression, Lasso, lasso_path, lars_path, LassoLarsIC
from sklearn.ensemble.forest import RandomForestRegressor
from sklearn.neural_network import MLPRegressor
from sklearn.preprocessing import MinMaxScaler, StandardScaler
from sklearn.utils.testing import all_estimators
import xgboost
from scipy.stats import chisquare, kendalltau
import tensorflow as tf
tf.set_random_seed(1764)
print(tf.__version__)
# confirm GPU is in use
with tf.device('/gpu:0'):
a = tf.constant([1.0, 2.0, 3.0, 4.0, 5.0, 6.0], shape=[2, 3], name='a')
b = tf.constant([1.0, 2.0, 3.0, 4.0, 5.0, 6.0], shape=[3, 2], name='b')
c = tf.matmul(a, b)
with tf.Session() as sess:
print (sess.run(c))
import keras
from keras.layers.core import Dense, Activation
from keras.layers import Input
from keras.models import Model
from keras.layers.recurrent import LSTM, GRU
from keras.regularizers import l1
from keras.models import Sequential
from keras.models import load_model
#import ffn
import matplotlib.pyplot as plt
%matplotlib inline
import seaborn as sns
# this will make dataframe display as sortable widget
# commented out because sortable tables not viewable using nbviewer
from beakerx import *
import plotly
# print (plotly.__version__) # requires version >= 1.9.0
from plotly.offline import download_plotlyjs, init_notebook_mode, plot, iplot
from plotly.graph_objs import *
import plotly.figure_factory as ff
init_notebook_mode(connected=True)
random.seed(1764)
np.random.seed(1764)
1.8.0 [[22. 28.] [49. 64.]]
Using TensorFlow backend.
print("Loading data...")
data = pd.read_csv("30_Industry_Portfolios.csv")
data = data.set_index('yyyymm')
industries = list(data.columns)
# map industry names to col nums
ind_reverse_dict = dict([(industries[i], i) for i in range(len(industries))])
rfdata = pd.read_csv("F-F_Research_Data_Factors.csv")
rfdata = rfdata.set_index('yyyymm')
data['rf'] = rfdata['RF']
# subtract risk-free rate
# create a response variable led by 1 period to predict
for ind in industries:
data[ind] = data[ind] - data['rf']
#for ind in industries:
# data[ind+".3m"] = pd.rolling_mean(data[ind],3)
#for ind in industries:
# data[ind+".6m"] = pd.rolling_mean(data[ind],6)
#for ind in industries:
# data[ind+".12m"] = pd.rolling_mean(data[ind],12)
for ind in industries:
data[ind+".lead"] = data[ind].shift(-1)
data = data.loc[data.index[data.index > 195911]]
data = data.drop(columns=['rf'])
data = data.dropna(axis=0, how='any')
nresponses = len(industries)
npredictors = data.shape[1]-nresponses
predictors = list(data.columns[:npredictors])
predictor_reverse_dict = dict([(predictors[i], i) for i in range(len(predictors))])
responses = list(data.columns[-nresponses:])
response_reverse_dict = dict([(responses[i], i) for i in range(len(responses))])
print(data.shape)
data[['Food', 'Food.lead']]
Loading data... (697, 60)
Food | Food.lead | |
---|---|---|
yyyymm | ||
195912 | 2.01 | -4.49 |
196001 | -4.49 | 3.35 |
196002 | 3.35 | -1.67 |
196003 | -1.67 | 1.17 |
196004 | 1.17 | 8.20 |
196005 | 8.20 | 5.39 |
196006 | 5.39 | -2.11 |
196007 | -2.11 | 4.57 |
196008 | 4.57 | -3.88 |
196009 | -3.88 | 1.02 |
196010 | 1.02 | 9.46 |
196011 | 9.46 | 4.51 |
196012 | 4.51 | 4.70 |
196101 | 4.70 | 4.21 |
196102 | 4.21 | 4.64 |
196103 | 4.64 | -1.39 |
196104 | -1.39 | 4.20 |
196105 | 4.20 | -2.17 |
196106 | -2.17 | 2.72 |
196107 | 2.72 | 4.92 |
196108 | 4.92 | -0.62 |
196109 | -0.62 | 3.73 |
196110 | 3.73 | 5.28 |
196111 | 5.28 | -3.69 |
196112 | -3.69 | -6.67 |
196201 | -6.67 | -0.25 |
196202 | -0.25 | 0.98 |
196203 | 0.98 | -4.59 |
196204 | -4.59 | -11.25 |
196205 | -11.25 | -8.75 |
... | ... | ... |
201507 | 4.03 | -4.37 |
201508 | -4.37 | -1.19 |
201509 | -1.19 | 5.81 |
201510 | 5.81 | 0.11 |
201511 | 0.11 | 1.96 |
201512 | 1.96 | -1.67 |
201601 | -1.67 | 0.95 |
201602 | 0.95 | 4.69 |
201603 | 4.69 | 0.63 |
201604 | 0.63 | 2.06 |
201605 | 2.06 | 4.75 |
201606 | 4.75 | -0.51 |
201607 | -0.51 | -0.52 |
201608 | -0.52 | -2.92 |
201609 | -2.92 | -0.33 |
201610 | -0.33 | -4.41 |
201611 | -4.41 | 4.43 |
201612 | 4.43 | 0.95 |
201701 | 0.95 | 1.71 |
201702 | 1.71 | 0.52 |
201703 | 0.52 | 0.76 |
201704 | 0.76 | 1.63 |
201705 | 1.63 | -2.65 |
201706 | -2.65 | 1.52 |
201707 | 1.52 | -2.77 |
201708 | -2.77 | 0.43 |
201709 | 0.43 | 0.71 |
201710 | 0.71 | 4.15 |
201711 | 4.15 | -0.10 |
201712 | -0.10 | 2.27 |
697 rows × 2 columns
# exclude 2017 and later to tie to paper
data = data.loc[data.index[data.index < 201701]]
data = data.loc[data.index[data.index > 195911]]
data
Food | Beer | Smoke | Games | Books | Hshld | Clths | Hlth | Chems | Txtls | ... | Telcm.lead | Servs.lead | BusEq.lead | Paper.lead | Trans.lead | Whlsl.lead | Rtail.lead | Meals.lead | Fin.lead | Other.lead | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
yyyymm | |||||||||||||||||||||
195912 | 2.01 | 0.35 | -3.02 | 1.64 | 7.29 | 0.67 | 1.87 | -1.97 | 3.08 | 0.74 | ... | 0.62 | -6.18 | -7.93 | -9.41 | -4.31 | -5.33 | -6.09 | -10.08 | -4.68 | -3.98 |
196001 | -4.49 | -5.71 | -2.05 | 1.21 | -5.47 | -7.84 | -8.53 | -6.68 | -10.03 | -4.77 | ... | 8.07 | 9.13 | 5.09 | 3.00 | -0.94 | 1.42 | 4.00 | 1.81 | -0.98 | 6.32 |
196002 | 3.35 | -2.14 | 2.27 | 4.23 | 2.39 | 9.31 | 1.44 | -0.02 | -0.74 | 0.32 | ... | -0.21 | -0.31 | 3.34 | -2.43 | -4.99 | -1.37 | -0.13 | -3.88 | 0.05 | -2.43 |
196003 | -1.67 | -2.94 | -0.18 | -0.65 | 2.18 | -0.56 | -2.59 | 1.26 | -2.75 | -6.79 | ... | -1.24 | 7.14 | 1.77 | 0.41 | -2.13 | 0.45 | -0.53 | 8.86 | -0.64 | 0.55 |
196004 | 1.17 | -2.16 | 1.35 | 6.46 | -1.17 | -1.27 | 0.21 | 1.49 | -5.53 | -1.10 | ... | 3.05 | -1.75 | 11.90 | 2.85 | 0.90 | 1.65 | 3.11 | 0.80 | -0.45 | 1.02 |
196005 | 8.20 | -0.52 | 2.44 | 7.28 | 11.67 | 7.74 | 1.74 | 13.50 | 3.40 | 2.10 | ... | -0.58 | -8.07 | 2.39 | 3.50 | 2.17 | 5.96 | 3.41 | 1.03 | 3.72 | 6.41 |
196006 | 5.39 | 0.47 | 4.73 | 2.24 | 0.02 | 6.38 | -1.59 | -0.40 | 0.45 | 4.04 | ... | -0.03 | 2.84 | -2.02 | -4.10 | -3.11 | -6.16 | -2.99 | -1.25 | 0.09 | -5.95 |
196007 | -2.11 | -0.79 | 4.60 | -4.72 | 0.23 | -0.60 | -1.10 | -3.99 | -6.80 | -3.14 | ... | 6.94 | 5.69 | 2.71 | 1.18 | 1.98 | 4.51 | 2.85 | 2.05 | 3.47 | 3.48 |
196008 | 4.57 | 3.24 | 5.20 | 7.16 | 3.63 | 5.09 | 3.34 | 2.29 | 1.17 | -0.84 | ... | -6.07 | -3.53 | -7.61 | -7.37 | -7.07 | -8.44 | -8.57 | -1.90 | -5.78 | -4.21 |
196009 | -3.88 | -5.00 | -2.09 | -2.33 | -6.20 | -9.18 | -4.23 | -8.87 | -6.70 | -5.25 | ... | -0.08 | 4.62 | -3.40 | -1.85 | -1.02 | -4.22 | 0.31 | -4.54 | -0.40 | 0.38 |
196010 | 1.02 | 0.54 | 3.87 | 0.11 | 2.38 | 6.48 | -3.50 | -3.71 | -1.59 | -3.06 | ... | 4.06 | 9.49 | 8.19 | 5.31 | 5.35 | 9.72 | 6.50 | 4.40 | 7.71 | 4.01 |
196011 | 9.46 | 6.57 | 5.44 | 13.91 | 10.11 | 9.13 | 3.15 | 3.91 | 4.25 | 2.04 | ... | 12.29 | 8.18 | 4.29 | 5.57 | 2.27 | 2.06 | 2.05 | 2.08 | 5.56 | 3.80 |
196012 | 4.51 | -0.31 | 3.54 | 7.77 | 7.41 | 1.76 | 3.28 | 6.06 | 2.85 | 0.52 | ... | 7.70 | 4.29 | 5.08 | 4.56 | 8.35 | 7.93 | 2.28 | 4.08 | 7.12 | 8.23 |
196101 | 4.70 | 5.23 | 8.77 | 0.56 | 9.47 | 4.36 | 5.94 | 5.86 | 6.46 | 11.21 | ... | 0.61 | 0.20 | 4.54 | 6.83 | 4.22 | 3.31 | 4.82 | 8.23 | 7.00 | 6.00 |
196102 | 4.21 | 8.16 | 5.41 | 22.33 | 2.15 | 5.90 | 7.84 | 5.05 | 2.13 | 6.81 | ... | 7.23 | -0.20 | 2.31 | -0.69 | 0.86 | 4.45 | 5.76 | 4.06 | 4.34 | 7.08 |
196103 | 4.64 | 2.55 | 5.60 | 7.18 | 4.77 | 6.34 | 3.08 | 3.60 | 0.92 | 5.92 | ... | 0.63 | -0.12 | 2.19 | -0.37 | -1.62 | 3.08 | 0.22 | 4.23 | 1.38 | -3.67 |
196104 | -1.39 | 1.40 | -0.23 | -2.21 | -6.37 | 2.66 | 2.60 | -0.47 | -1.47 | -5.31 | ... | -1.22 | -0.70 | 1.57 | 1.39 | 4.74 | -0.04 | 4.31 | -1.90 | 4.00 | 3.32 |
196105 | 4.20 | 5.38 | 3.39 | -3.91 | 2.71 | -0.02 | 6.80 | 2.10 | 5.50 | 5.47 | ... | -4.19 | 0.13 | -3.31 | -4.46 | -4.57 | -4.90 | 0.80 | -5.63 | -2.88 | 0.37 |
196106 | -2.17 | -3.12 | 3.97 | -5.87 | -3.85 | 3.43 | -5.50 | -3.58 | -1.32 | -3.36 | ... | 6.25 | -8.25 | 0.56 | -0.50 | -0.32 | -0.01 | 2.45 | 2.69 | 3.35 | 5.37 |
196107 | 2.72 | 0.88 | 5.95 | -1.21 | -2.55 | 1.97 | 2.03 | 3.27 | 2.95 | 1.53 | ... | 0.12 | 8.99 | 5.11 | 5.37 | 3.52 | 3.09 | 3.03 | 0.46 | 8.65 | 1.64 |
196108 | 4.92 | 3.20 | 7.74 | 0.89 | 0.89 | 10.45 | 5.21 | 3.70 | 2.35 | 5.77 | ... | -2.94 | -6.04 | 1.01 | -2.74 | -1.16 | -4.22 | 0.66 | -6.21 | -0.40 | 3.14 |
196109 | -0.62 | -1.48 | -0.07 | 1.24 | 0.75 | -3.05 | -1.14 | -1.48 | -4.45 | -4.25 | ... | 0.00 | 2.24 | 6.53 | 1.74 | 2.16 | 4.30 | 9.35 | 0.71 | 2.02 | 0.39 |
196110 | 3.73 | -0.84 | 7.05 | -5.26 | 0.99 | -0.67 | 8.28 | 3.33 | 0.05 | 3.11 | ... | 8.34 | 8.27 | 0.99 | 2.05 | 0.47 | 5.65 | 4.90 | 1.08 | 7.22 | 1.69 |
196111 | 5.28 | 4.47 | 8.03 | 0.25 | 3.75 | 4.51 | 5.30 | 3.12 | 2.49 | 7.37 | ... | 3.14 | -0.68 | -0.55 | -2.65 | -0.24 | 0.46 | -0.63 | -2.21 | -4.44 | -0.77 |
196112 | -3.69 | 1.41 | -6.12 | 1.97 | -3.66 | -3.78 | 0.32 | -2.21 | -0.16 | -1.17 | ... | -6.32 | -4.88 | -6.91 | -5.22 | 2.52 | -0.79 | -9.56 | -3.90 | -4.99 | -3.62 |
196201 | -6.67 | -3.45 | -4.28 | -13.23 | -3.44 | -7.37 | -5.89 | -4.86 | -4.76 | 0.57 | ... | 3.89 | -1.94 | -0.07 | 3.87 | 0.32 | -0.09 | 1.58 | -0.59 | 3.59 | 4.20 |
196202 | -0.25 | 0.28 | 0.68 | -2.02 | -0.52 | -0.90 | 2.01 | 3.56 | 3.30 | 1.93 | ... | -3.14 | -1.41 | -0.76 | 1.13 | -1.68 | -2.30 | 0.90 | -4.07 | -2.13 | -1.83 |
196203 | 0.98 | -0.34 | -6.67 | -5.34 | 0.41 | 4.31 | -1.18 | 0.34 | -2.72 | -0.74 | ... | -4.93 | -3.11 | -12.01 | -7.93 | -6.27 | -5.78 | -4.61 | -9.09 | -7.69 | -2.12 |
196204 | -4.59 | -3.59 | -12.99 | -11.04 | -8.74 | -7.03 | -8.01 | -11.23 | -6.23 | -7.53 | ... | -7.35 | -10.97 | -13.19 | -11.03 | -5.17 | -11.34 | -9.09 | -7.46 | -10.02 | -11.83 |
196205 | -11.25 | -9.05 | -14.14 | -11.39 | -14.87 | -10.19 | -10.01 | -11.14 | -8.25 | -7.50 | ... | -8.72 | -13.11 | -12.59 | -9.62 | -7.81 | -11.11 | -10.43 | -12.90 | -11.01 | -14.25 |
... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... |
201407 | -5.83 | -2.92 | -3.48 | -3.70 | -1.60 | -2.62 | -0.62 | -0.33 | -3.26 | -5.70 | ... | 0.52 | 3.49 | 5.10 | 3.38 | 4.57 | 4.87 | 5.71 | 3.32 | 3.81 | 7.19 |
201408 | 6.38 | 5.46 | 5.08 | -1.80 | 2.64 | 5.87 | 3.53 | 5.44 | 4.39 | 10.14 | ... | -1.70 | -1.20 | -1.91 | -3.49 | 0.71 | -2.29 | -1.50 | -0.60 | -0.59 | 0.16 |
201409 | -0.53 | 0.83 | 2.15 | -4.38 | -7.29 | 0.84 | 4.44 | -0.08 | -2.14 | -2.38 | ... | 1.42 | 0.46 | 2.83 | 6.42 | 6.22 | 3.32 | 3.32 | 1.28 | 3.87 | 1.58 |
201410 | 1.70 | 3.28 | 6.13 | 0.58 | 3.28 | 3.71 | 1.57 | 5.77 | -1.09 | 2.08 | ... | 3.03 | 2.05 | 6.47 | 4.80 | 5.88 | 1.83 | 8.91 | 5.57 | 1.93 | 4.55 |
201411 | 5.68 | 4.35 | 0.76 | -0.40 | 1.11 | 3.23 | 8.89 | 2.67 | 2.21 | 7.53 | ... | -1.73 | -0.60 | -1.87 | 2.08 | 1.09 | 0.26 | 2.25 | -0.43 | 2.08 | 0.17 |
201412 | -2.48 | -4.30 | -3.11 | -4.60 | 1.83 | 0.02 | -0.82 | -0.89 | 0.83 | -0.31 | ... | -4.89 | -4.44 | -2.14 | -2.43 | -4.53 | -2.37 | -0.29 | 0.66 | -7.61 | -4.11 |
201501 | -1.64 | 0.90 | 2.95 | 0.25 | -2.18 | -4.92 | -3.75 | 1.56 | -2.01 | 2.02 | ... | 9.12 | 7.92 | 8.43 | 6.68 | 3.10 | 5.37 | 5.58 | 6.82 | 7.93 | 4.63 |
201502 | 4.44 | 4.40 | 5.47 | 5.87 | 9.00 | 3.83 | 5.43 | 4.31 | 8.10 | 13.34 | ... | -2.20 | -1.52 | -3.12 | -1.73 | -3.62 | 0.57 | 1.00 | -0.29 | 0.11 | -1.77 |
201503 | -0.72 | -2.07 | -8.82 | -2.60 | 0.56 | -1.98 | 1.23 | 0.86 | -3.55 | 3.33 | ... | 3.40 | 2.25 | 0.10 | -2.65 | -1.14 | -1.23 | -2.88 | 0.51 | 0.76 | -0.23 |
201504 | -0.17 | -0.52 | 5.94 | 3.75 | -4.11 | -2.41 | -1.53 | -1.39 | 1.11 | -5.95 | ... | 0.81 | -0.12 | 4.02 | 1.32 | -3.06 | 1.44 | 0.54 | 1.56 | 3.09 | 0.92 |
201505 | 2.03 | 2.00 | 1.28 | 0.71 | 1.93 | 0.39 | 0.04 | 4.89 | 1.24 | 4.37 | ... | -0.48 | -1.87 | -4.92 | -2.84 | -3.25 | -2.82 | -0.49 | 0.29 | 1.34 | -3.59 |
201506 | -1.95 | -1.71 | -2.57 | 1.30 | -0.84 | -0.11 | 4.17 | 0.07 | -2.72 | 4.09 | ... | 1.41 | 5.22 | -0.91 | -0.54 | 3.27 | -1.32 | 5.79 | 4.17 | 1.97 | 3.18 |
201507 | 4.03 | 3.51 | 9.59 | 6.09 | -2.90 | 0.71 | 5.96 | 3.66 | -4.90 | -0.72 | ... | -8.42 | -5.29 | -6.50 | -5.69 | -6.37 | -4.13 | -5.44 | -6.48 | -6.54 | -5.20 |
201508 | -4.37 | -3.12 | -4.06 | -7.35 | -8.61 | -6.94 | -3.86 | -8.37 | -7.15 | -3.11 | ... | -2.63 | -1.47 | -1.72 | -2.66 | -0.71 | -6.04 | -1.75 | 0.44 | -3.14 | -1.87 |
201509 | -1.19 | 2.58 | 2.37 | -9.94 | -5.32 | -0.53 | 1.18 | -7.28 | -8.38 | -5.92 | ... | 8.84 | 11.26 | 8.16 | 10.19 | 6.48 | 5.07 | 4.56 | 5.05 | 5.90 | 6.98 |
201510 | 5.81 | 8.06 | 10.90 | 14.61 | 12.21 | 5.81 | 0.98 | 7.74 | 16.62 | 7.96 | ... | -1.92 | 1.99 | 0.12 | -0.02 | -1.10 | 2.67 | 0.61 | -1.01 | 2.16 | 0.05 |
201511 | 0.11 | -0.71 | -3.00 | -0.41 | -1.17 | -1.10 | -1.08 | 0.71 | 1.68 | -2.59 | ... | -3.03 | -1.19 | -4.64 | -3.75 | -5.02 | -1.88 | 0.82 | -0.95 | -2.92 | 0.25 |
201512 | 1.96 | 0.30 | 1.59 | -1.70 | -6.18 | 1.86 | -4.38 | 0.39 | -4.82 | -2.65 | ... | -0.36 | -5.09 | -7.95 | -5.27 | -8.53 | -8.68 | -4.45 | -0.94 | -9.63 | -3.20 |
201601 | -1.67 | -0.23 | 4.28 | -8.15 | -5.28 | 0.16 | 1.52 | -9.43 | -11.10 | -5.33 | ... | 1.15 | -2.45 | 1.45 | 2.99 | 6.89 | 3.85 | -0.36 | 1.03 | -2.85 | 2.71 |
201602 | 0.95 | -2.34 | 0.93 | 4.25 | -0.96 | 0.34 | 0.81 | -1.09 | 6.79 | 0.63 | ... | 6.00 | 7.76 | 8.86 | 8.18 | 6.86 | 6.18 | 5.99 | 5.36 | 6.65 | 6.68 |
201603 | 4.69 | 5.61 | 5.04 | 8.61 | 6.88 | 4.65 | 2.30 | 2.90 | 8.33 | 3.58 | ... | 0.59 | -2.55 | -5.46 | 0.80 | -1.08 | 0.49 | -0.38 | -2.38 | 3.96 | 0.67 |
201604 | 0.63 | 0.31 | -0.25 | -6.30 | 1.82 | -0.42 | -2.27 | 3.55 | 3.77 | 1.55 | ... | 0.30 | 4.67 | 5.64 | 1.79 | -2.18 | 1.78 | 1.19 | -1.48 | 2.15 | -2.02 |
201605 | 2.06 | -0.91 | 0.83 | 5.42 | -0.53 | -0.09 | -4.96 | 2.46 | -1.42 | -1.70 | ... | 3.10 | -2.12 | -1.63 | 2.06 | -2.53 | 1.81 | 0.71 | 1.16 | -5.30 | 3.61 |
201606 | 4.75 | 5.31 | 6.87 | -4.43 | -0.34 | 3.16 | 1.63 | 0.11 | -1.14 | -4.67 | ... | 2.27 | 7.33 | 8.20 | 2.52 | 5.39 | 3.65 | 3.78 | 2.19 | 4.04 | -0.21 |
201607 | -0.51 | 1.82 | -2.79 | 6.15 | 7.38 | 2.58 | 1.62 | 6.00 | 4.29 | 8.39 | ... | -3.56 | 1.19 | 2.38 | 2.46 | 1.09 | -1.03 | -1.69 | -0.24 | 4.88 | 2.24 |
201608 | -0.52 | -0.90 | -1.22 | 0.94 | 0.29 | 1.24 | 1.37 | -3.24 | 2.48 | 1.03 | ... | 0.52 | 0.82 | 4.33 | -0.64 | 2.86 | -2.56 | -0.18 | -2.25 | -1.45 | -3.48 |
201609 | -2.92 | 1.63 | -2.78 | 4.62 | -3.95 | 0.00 | -6.92 | 0.35 | -1.76 | -4.87 | ... | -2.85 | -0.55 | -2.24 | -5.49 | -0.64 | -8.18 | -3.59 | -1.96 | 1.40 | -0.53 |
201610 | -0.33 | -1.65 | 4.59 | 5.59 | -10.28 | -2.96 | -5.76 | -7.45 | -1.95 | -4.17 | ... | 6.25 | -0.01 | 2.39 | 4.21 | 12.75 | 9.29 | 2.99 | 8.47 | 12.84 | 8.29 |
201611 | -4.41 | -5.76 | -5.12 | 3.87 | 8.15 | -4.18 | 1.80 | 1.37 | 7.55 | 1.58 | ... | 4.65 | -0.19 | 2.07 | 1.86 | 0.84 | 2.34 | -0.98 | 0.58 | 3.80 | 2.57 |
201612 | 4.43 | 3.00 | 5.39 | -3.36 | 1.98 | 1.43 | -0.44 | 0.82 | 0.32 | -1.27 | ... | 3.36 | 5.45 | 3.20 | 2.28 | 1.70 | 1.69 | 0.93 | 0.71 | 0.56 | -0.87 |
685 rows × 60 columns
data.to_csv("data.csv")
desc = data.describe()
desc
# min, max line up with Table 1
Food | Beer | Smoke | Games | Books | Hshld | Clths | Hlth | Chems | Txtls | ... | Telcm.lead | Servs.lead | BusEq.lead | Paper.lead | Trans.lead | Whlsl.lead | Rtail.lead | Meals.lead | Fin.lead | Other.lead | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
count | 685.000000 | 685.000000 | 685.000000 | 685.000000 | 685.000000 | 685.000000 | 685.000000 | 685.000000 | 685.000000 | 685.000000 | ... | 685.000000 | 685.000000 | 685.000000 | 685.000000 | 685.000000 | 685.000000 | 685.000000 | 685.000000 | 685.000000 | 685.000000 |
mean | 0.690715 | 0.710613 | 0.982321 | 0.701708 | 0.528277 | 0.554190 | 0.669460 | 0.650905 | 0.519781 | 0.667416 | ... | 0.520847 | 0.694234 | 0.584175 | 0.511241 | 0.582088 | 0.625562 | 0.662219 | 0.702730 | 0.609810 | 0.385620 |
std | 4.339811 | 5.090215 | 6.061582 | 7.180918 | 5.809314 | 4.759874 | 6.386027 | 4.928072 | 5.518477 | 7.022552 | ... | 4.628520 | 6.527984 | 6.738979 | 5.055314 | 5.739306 | 5.605317 | 5.349341 | 6.104515 | 5.411766 | 5.815446 |
min | -18.150000 | -20.190000 | -25.320000 | -33.400000 | -26.560000 | -22.240000 | -31.500000 | -21.060000 | -28.600000 | -33.110000 | ... | -16.440000 | -28.670000 | -32.070000 | -27.740000 | -28.500000 | -29.250000 | -29.740000 | -31.890000 | -22.530000 | -28.090000 |
25% | -1.640000 | -2.100000 | -2.780000 | -3.490000 | -2.690000 | -2.110000 | -2.810000 | -2.240000 | -2.800000 | -3.200000 | ... | -2.110000 | -3.090000 | -3.290000 | -2.430000 | -2.780000 | -2.570000 | -2.430000 | -2.940000 | -2.420000 | -2.990000 |
50% | 0.740000 | 0.710000 | 1.280000 | 0.890000 | 0.510000 | 0.750000 | 0.690000 | 0.750000 | 0.670000 | 0.630000 | ... | 0.610000 | 0.970000 | 0.560000 | 0.690000 | 0.860000 | 0.940000 | 0.470000 | 1.030000 | 0.820000 | 0.470000 |
75% | 3.120000 | 3.660000 | 4.640000 | 5.310000 | 3.720000 | 3.550000 | 4.310000 | 3.560000 | 3.760000 | 4.490000 | ... | 3.360000 | 4.290000 | 4.590000 | 3.460000 | 4.060000 | 3.880000 | 4.000000 | 4.330000 | 4.000000 | 4.200000 |
max | 19.890000 | 25.510000 | 32.380000 | 34.520000 | 33.130000 | 18.220000 | 31.790000 | 29.010000 | 21.680000 | 59.030000 | ... | 21.220000 | 23.380000 | 24.660000 | 21.000000 | 18.500000 | 17.530000 | 26.490000 | 27.380000 | 20.590000 | 19.960000 |
8 rows × 60 columns
# annualized returns don't match Table 1, oddly
# geometric mean, annualized
pd.DataFrame((np.prod(data/100 + 1)**(12.0/len(data))-1)[:30], columns=['Mean Ann. Return'])
Mean Ann. Return | |
---|---|
Food | 0.074020 |
Beer | 0.072005 |
Smoke | 0.100147 |
Games | 0.054031 |
Books | 0.043953 |
Hshld | 0.054098 |
Clths | 0.057170 |
Hlth | 0.065463 |
Chems | 0.044917 |
Txtls | 0.051888 |
Cnstr | 0.041836 |
Steel | 0.002802 |
FabPr | 0.045615 |
ElcEq | 0.062927 |
Autos | 0.027963 |
Carry | 0.063991 |
Mines | 0.032527 |
Coal | 0.026075 |
Oil | 0.062748 |
Util | 0.049564 |
Telcm | 0.050868 |
Servs | 0.057776 |
BusEq | 0.042774 |
Paper | 0.046776 |
Trans | 0.051138 |
Whlsl | 0.057056 |
Rtail | 0.064258 |
Meals | 0.063630 |
Fin | 0.056748 |
Other | 0.024894 |
# try this way, arithmetic mean then annualize (not very correct)
#print(pd.DataFrame(((desc.loc['mean']/100+1)**12-1)[:30]))
#nope
# same
pd.DataFrame(((1 + np.mean(data, axis=0)/100)**12 -1)[:30], columns=['Mean Ann. Return'])
Mean Ann. Return | |
---|---|
Food | 0.086108 |
Beer | 0.088687 |
Smoke | 0.124460 |
Games | 0.087532 |
Books | 0.065268 |
Hshld | 0.068568 |
Clths | 0.083360 |
Hlth | 0.080966 |
Chems | 0.064188 |
Txtls | 0.083096 |
Cnstr | 0.064656 |
Steel | 0.035833 |
FabPr | 0.069639 |
ElcEq | 0.087857 |
Autos | 0.055859 |
Carry | 0.089740 |
Mines | 0.067862 |
Coal | 0.091926 |
Oil | 0.080976 |
Util | 0.059601 |
Telcm | 0.064437 |
Servs | 0.085164 |
BusEq | 0.071925 |
Paper | 0.062952 |
Trans | 0.072192 |
Whlsl | 0.077332 |
Rtail | 0.082704 |
Meals | 0.088043 |
Fin | 0.075605 |
Other | 0.046240 |
#annualized volatility
pd.DataFrame((desc.loc['std']*np.sqrt(12))[:30].round(2))
# lines up with table 1
std | |
---|---|
Food | 15.03 |
Beer | 17.63 |
Smoke | 21.00 |
Games | 24.88 |
Books | 20.12 |
Hshld | 16.49 |
Clths | 22.12 |
Hlth | 17.07 |
Chems | 19.12 |
Txtls | 24.33 |
Cnstr | 20.75 |
Steel | 25.27 |
FabPr | 21.18 |
ElcEq | 21.52 |
Autos | 23.17 |
Carry | 21.80 |
Mines | 25.82 |
Coal | 35.31 |
Oil | 18.53 |
Util | 13.83 |
Telcm | 16.04 |
Servs | 22.61 |
BusEq | 23.34 |
Paper | 17.51 |
Trans | 19.88 |
Whlsl | 19.42 |
Rtail | 18.53 |
Meals | 21.15 |
Fin | 18.75 |
Other | 20.17 |
# Run LASSO, then OLS on selected variables
# skip last row to better match published r-squared
# looks like they forecast actuals 1960-2016 using 1959m12 to 2016m11
# not exact matches to Table 2 R-squared but almost within rounding error
X = data.values[:-1,:npredictors]
Y = data.values[:-1,-nresponses:]
nrows = X.shape[0]
X.shape
(684, 30)
def subset_selection(X, Y, model_aic, verbose=False, responses=responses, predictors=predictors):
nrows, npreds = X.shape
nows, nresps = Y.shape
coef_dict = []
for response_index in range(nresps):
y = Y[:,response_index]
model_aic.fit(X, y)
predcols = [i for i in range(npreds) if model_aic.coef_[i] !=0]
#y_response = model_aic.predict(X)
# print ("In-sample LASSO R-squared: %.6f" % r2_score(y, y_response))
if verbose and responses:
print("LASSO variables selected for %s: " % responses[response_index])
print([predictors[i] for i in predcols])
if not predcols:
if verbose and responses:
print("No coefs selected for " + responses[response_index] + ", using all")
print("---")
predcols = list(range(npreds))
# fit OLS vs. selected vars, better fit w/o LASSO penalties
# in-sample R-squared using LASSO coeffs
coef_dict.append(predcols)
if verbose and responses and predictors:
print("Running OLS for " + responses[response_index] + " against " + str([predictors[i] for i in predcols]))
# col nums of selected responses
model_ols = LinearRegression()
model_ols.fit(X[:, predcols], y)
y_pred = model_ols.predict(X[:, predcols])
print ("In-sample OLS R-squared: %.2f%%" % (100 * r2_score(y, y_pred)))
print("---")
return coef_dict
#coef_dict = subset_selection(X, Y, LassoLarsIC(criterion='aic'))
coef_dict = subset_selection(X, Y, LassoLarsIC(criterion='aic'), verbose=True, responses=responses, predictors=predictors)
print(coef_dict)
# These subsets line up closely with Table 2
# except Clths, Whlsl, we get different responses
LASSO variables selected for Food.lead: ['Clths', 'Coal', 'Util', 'Rtail'] Running OLS for Food.lead against ['Clths', 'Coal', 'Util', 'Rtail'] In-sample OLS R-squared: 2.24% --- LASSO variables selected for Beer.lead: ['Food', 'Clths', 'Coal'] Running OLS for Beer.lead against ['Food', 'Clths', 'Coal'] In-sample OLS R-squared: 2.52% --- LASSO variables selected for Smoke.lead: ['Txtls', 'Carry', 'Mines', 'Coal', 'Oil', 'Util', 'Telcm', 'Servs', 'Paper', 'Trans', 'Fin'] Running OLS for Smoke.lead against ['Txtls', 'Carry', 'Mines', 'Coal', 'Oil', 'Util', 'Telcm', 'Servs', 'Paper', 'Trans', 'Fin'] In-sample OLS R-squared: 6.55% --- LASSO variables selected for Games.lead: ['Books', 'Clths', 'Coal', 'Fin'] Running OLS for Games.lead against ['Books', 'Clths', 'Coal', 'Fin'] In-sample OLS R-squared: 5.05% --- LASSO variables selected for Books.lead: ['Games', 'Books', 'Coal', 'Oil', 'Util', 'Servs', 'BusEq', 'Rtail', 'Fin'] Running OLS for Books.lead against ['Games', 'Books', 'Coal', 'Oil', 'Util', 'Servs', 'BusEq', 'Rtail', 'Fin'] In-sample OLS R-squared: 6.30% --- LASSO variables selected for Hshld.lead: ['Clths', 'Coal', 'Rtail'] Running OLS for Hshld.lead against ['Clths', 'Coal', 'Rtail'] In-sample OLS R-squared: 2.97% --- LASSO variables selected for Clths.lead: ['Clths', 'Coal', 'Oil', 'Servs', 'Rtail'] Running OLS for Clths.lead against ['Clths', 'Coal', 'Oil', 'Servs', 'Rtail'] In-sample OLS R-squared: 4.73% --- LASSO variables selected for Hlth.lead: ['Books', 'Mines', 'Coal', 'Util'] Running OLS for Hlth.lead against ['Books', 'Mines', 'Coal', 'Util'] In-sample OLS R-squared: 2.68% --- LASSO variables selected for Chems.lead: ['Clths'] Running OLS for Chems.lead against ['Clths'] In-sample OLS R-squared: 0.78% --- LASSO variables selected for Txtls.lead: ['Clths', 'Autos', 'Coal', 'Oil', 'Rtail', 'Fin'] Running OLS for Txtls.lead against ['Clths', 'Autos', 'Coal', 'Oil', 'Rtail', 'Fin'] In-sample OLS R-squared: 7.91% --- LASSO variables selected for Cnstr.lead: ['Clths', 'Coal', 'Oil', 'Util', 'Trans', 'Rtail', 'Fin'] Running OLS for Cnstr.lead against ['Clths', 'Coal', 'Oil', 'Util', 'Trans', 'Rtail', 'Fin'] In-sample OLS R-squared: 5.15% --- LASSO variables selected for Steel.lead: ['Fin'] Running OLS for Steel.lead against ['Fin'] In-sample OLS R-squared: 1.28% --- LASSO variables selected for FabPr.lead: ['Trans', 'Fin'] Running OLS for FabPr.lead against ['Trans', 'Fin'] In-sample OLS R-squared: 1.57% --- LASSO variables selected for ElcEq.lead: ['Fin'] Running OLS for ElcEq.lead against ['Fin'] In-sample OLS R-squared: 0.80% --- LASSO variables selected for Autos.lead: ['Hshld', 'Clths', 'Coal', 'Oil', 'Util', 'BusEq', 'Rtail', 'Fin'] Running OLS for Autos.lead against ['Hshld', 'Clths', 'Coal', 'Oil', 'Util', 'BusEq', 'Rtail', 'Fin'] In-sample OLS R-squared: 6.13% --- LASSO variables selected for Carry.lead: ['Trans'] Running OLS for Carry.lead against ['Trans'] In-sample OLS R-squared: 2.32% --- LASSO variables selected for Mines.lead: [] No coefs selected for Mines.lead, using all --- Running OLS for Mines.lead against ['Food', 'Beer', 'Smoke', 'Games', 'Books', 'Hshld', 'Clths', 'Hlth', 'Chems', 'Txtls', 'Cnstr', 'Steel', 'FabPr', 'ElcEq', 'Autos', 'Carry', 'Mines', 'Coal', 'Oil', 'Util', 'Telcm', 'Servs', 'BusEq', 'Paper', 'Trans', 'Whlsl', 'Rtail', 'Meals', 'Fin', 'Other'] In-sample OLS R-squared: 5.62% --- LASSO variables selected for Coal.lead: ['Beer', 'Smoke', 'Books', 'Autos', 'Coal', 'Oil', 'Paper', 'Rtail'] Running OLS for Coal.lead against ['Beer', 'Smoke', 'Books', 'Autos', 'Coal', 'Oil', 'Paper', 'Rtail'] In-sample OLS R-squared: 2.84% --- LASSO variables selected for Oil.lead: ['Beer', 'Hlth', 'Carry'] Running OLS for Oil.lead against ['Beer', 'Hlth', 'Carry'] In-sample OLS R-squared: 2.52% --- LASSO variables selected for Util.lead: ['Food', 'Beer', 'Smoke', 'Hshld', 'Hlth', 'Cnstr', 'FabPr', 'Carry', 'Mines', 'Oil', 'Util', 'Telcm', 'BusEq', 'Whlsl', 'Fin', 'Other'] Running OLS for Util.lead against ['Food', 'Beer', 'Smoke', 'Hshld', 'Hlth', 'Cnstr', 'FabPr', 'Carry', 'Mines', 'Oil', 'Util', 'Telcm', 'BusEq', 'Whlsl', 'Fin', 'Other'] In-sample OLS R-squared: 7.86% --- LASSO variables selected for Telcm.lead: ['Beer', 'Smoke', 'Books', 'Hshld', 'Cnstr', 'Autos', 'Carry', 'Mines', 'Coal', 'Oil', 'Util', 'Servs', 'BusEq', 'Rtail', 'Meals', 'Fin'] Running OLS for Telcm.lead against ['Beer', 'Smoke', 'Books', 'Hshld', 'Cnstr', 'Autos', 'Carry', 'Mines', 'Coal', 'Oil', 'Util', 'Servs', 'BusEq', 'Rtail', 'Meals', 'Fin'] In-sample OLS R-squared: 5.18% --- LASSO variables selected for Servs.lead: ['Smoke', 'Books', 'Steel', 'Oil', 'Util', 'Fin'] Running OLS for Servs.lead against ['Smoke', 'Books', 'Steel', 'Oil', 'Util', 'Fin'] In-sample OLS R-squared: 2.87% --- LASSO variables selected for BusEq.lead: ['Smoke', 'Books', 'Util'] Running OLS for BusEq.lead against ['Smoke', 'Books', 'Util'] In-sample OLS R-squared: 2.75% --- LASSO variables selected for Paper.lead: ['Clths', 'Coal', 'Oil', 'Rtail', 'Fin'] Running OLS for Paper.lead against ['Clths', 'Coal', 'Oil', 'Rtail', 'Fin'] In-sample OLS R-squared: 3.24% --- LASSO variables selected for Trans.lead: ['Fin'] Running OLS for Trans.lead against ['Fin'] In-sample OLS R-squared: 1.32% --- LASSO variables selected for Whlsl.lead: ['Food', 'Smoke', 'Books', 'Carry', 'Coal', 'Oil', 'Util', 'Servs', 'Fin', 'Other'] Running OLS for Whlsl.lead against ['Food', 'Smoke', 'Books', 'Carry', 'Coal', 'Oil', 'Util', 'Servs', 'Fin', 'Other'] In-sample OLS R-squared: 6.79% --- LASSO variables selected for Rtail.lead: ['Rtail'] Running OLS for Rtail.lead against ['Rtail'] In-sample OLS R-squared: 1.61% --- LASSO variables selected for Meals.lead: ['Smoke', 'Books', 'Clths', 'Steel', 'Carry', 'Coal', 'Oil', 'Util', 'Servs', 'BusEq', 'Meals', 'Fin'] Running OLS for Meals.lead against ['Smoke', 'Books', 'Clths', 'Steel', 'Carry', 'Coal', 'Oil', 'Util', 'Servs', 'BusEq', 'Meals', 'Fin'] In-sample OLS R-squared: 7.90% --- LASSO variables selected for Fin.lead: ['Fin'] Running OLS for Fin.lead against ['Fin'] In-sample OLS R-squared: 1.70% --- LASSO variables selected for Other.lead: ['Clths', 'Fin'] Running OLS for Other.lead against ['Clths', 'Fin'] In-sample OLS R-squared: 2.69% --- [[6, 17, 19, 26], [0, 6, 17], [9, 15, 16, 17, 18, 19, 20, 21, 23, 24, 28], [4, 6, 17, 28], [3, 4, 17, 18, 19, 21, 22, 26, 28], [6, 17, 26], [6, 17, 18, 21, 26], [4, 16, 17, 19], [6], [6, 14, 17, 18, 26, 28], [6, 17, 18, 19, 24, 26, 28], [28], [24, 28], [28], [5, 6, 17, 18, 19, 22, 26, 28], [24], [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29], [1, 2, 4, 14, 17, 18, 23, 26], [1, 7, 15], [0, 1, 2, 5, 7, 10, 12, 15, 16, 18, 19, 20, 22, 25, 28, 29], [1, 2, 4, 5, 10, 14, 15, 16, 17, 18, 19, 21, 22, 26, 27, 28], [2, 4, 11, 18, 19, 28], [2, 4, 19], [6, 17, 18, 26, 28], [28], [0, 2, 4, 15, 17, 18, 19, 21, 28, 29], [26], [2, 4, 6, 11, 15, 17, 18, 19, 21, 22, 27, 28], [28], [6, 28]]
# same predictors selected for all but 2 response vars
# use predictors from paper to match results
if True: # turn off/on
coef_dict_temp = {}
coef_dict_temp['Food.lead'] = ['Clths', 'Coal', 'Util', 'Rtail']
coef_dict_temp['Beer.lead'] = ['Food', 'Clths', 'Coal']
coef_dict_temp['Smoke.lead'] = ['Txtls', 'Carry', 'Mines', 'Coal', 'Oil', 'Util', 'Telcm', 'Servs', 'Paper', 'Trans', 'Fin']
coef_dict_temp['Games.lead'] = ['Books', 'Clths', 'Coal', 'Fin']
coef_dict_temp['Books.lead'] = ['Games', 'Books', 'Coal', 'Oil', 'Util', 'Servs', 'BusEq', 'Rtail', 'Fin']
coef_dict_temp['Hshld.lead'] = ['Clths', 'Coal', 'Rtail']
coef_dict_temp['Clths.lead'] = ['Books', 'Clths', 'Chems', 'Steel', 'ElcEq', 'Carry', 'Coal', 'Oil', 'Util','Telcm', 'Servs', 'BusEq', 'Rtail']
# Running OLS for Clths against ['Clths', 'Coal', 'Oil', 'Servs', 'Rtail']
coef_dict_temp['Hlth.lead'] = ['Books', 'Mines', 'Coal', 'Util']
coef_dict_temp['Chems.lead'] = ['Clths']
coef_dict_temp['Txtls.lead'] = ['Clths', 'Autos', 'Coal', 'Oil', 'Rtail', 'Fin']
coef_dict_temp['Cnstr.lead'] = ['Clths', 'Coal', 'Oil', 'Util', 'Trans', 'Rtail', 'Fin']
coef_dict_temp['Steel.lead'] = ['Fin']
coef_dict_temp['FabPr.lead'] = ['Trans', 'Fin']
coef_dict_temp['ElcEq.lead'] = ['Fin']
coef_dict_temp['Autos.lead'] = ['Hshld', 'Clths', 'Coal', 'Oil', 'Util', 'BusEq', 'Rtail', 'Fin']
coef_dict_temp['Carry.lead'] = ['Trans']
coef_dict_temp['Mines.lead'] = []
coef_dict_temp['Coal.lead'] = ['Beer', 'Smoke', 'Books', 'Autos', 'Coal', 'Oil', 'Paper', 'Rtail']
coef_dict_temp['Oil.lead'] = ['Beer', 'Hlth', 'Carry']
coef_dict_temp['Util.lead'] = ['Food', 'Beer', 'Smoke', 'Hshld', 'Hlth', 'Cnstr', 'FabPr', 'Carry', 'Mines', 'Oil', 'Util', 'Telcm', 'BusEq', 'Whlsl', 'Fin', 'Other']
coef_dict_temp['Telcm.lead'] = ['Beer', 'Smoke', 'Books', 'Hshld', 'Cnstr', 'Autos', 'Carry', 'Mines', 'Coal', 'Oil', 'Util', 'Servs', 'BusEq', 'Rtail', 'Meals', 'Fin']
coef_dict_temp['Servs.lead'] = ['Smoke', 'Books', 'Steel', 'Oil', 'Util', 'Fin']
coef_dict_temp['BusEq.lead'] = ['Smoke', 'Books', 'Util']
coef_dict_temp['Paper.lead'] = ['Clths', 'Coal', 'Oil', 'Rtail', 'Fin']
coef_dict_temp['Trans.lead'] = ['Fin']
coef_dict_temp['Whlsl.lead'] = ['Food', 'Beer', 'Smoke', 'Books', 'Hlth', 'Carry', 'Coal', 'Oil', 'Util', 'Telcm', 'Servs', 'BusEq', 'Fin', 'Other']
# Running OLS for Whlsl against ['Food', 'Smoke', 'Books', 'Carry', 'Coal', 'Oil', 'Util', 'Servs', 'Fin', 'Other']
coef_dict_temp['Rtail.lead'] = ['Rtail']
coef_dict_temp['Meals.lead'] = ['Smoke', 'Books', 'Clths', 'Steel', 'Carry', 'Coal', 'Oil', 'Util', 'Servs', 'BusEq', 'Meals', 'Fin']
coef_dict_temp['Fin.lead'] = ['Fin']
coef_dict_temp['Other.lead'] = ['Clths', 'Fin']
coef_dict_paper = []
for response in responses:
print(response, " -> ", coef_dict_temp[response])
coef_dict_paper.append([predictor_reverse_dict[jstr] for jstr in coef_dict_temp[response]])
print(coef_dict_paper)
Food.lead -> ['Clths', 'Coal', 'Util', 'Rtail'] Beer.lead -> ['Food', 'Clths', 'Coal'] Smoke.lead -> ['Txtls', 'Carry', 'Mines', 'Coal', 'Oil', 'Util', 'Telcm', 'Servs', 'Paper', 'Trans', 'Fin'] Games.lead -> ['Books', 'Clths', 'Coal', 'Fin'] Books.lead -> ['Games', 'Books', 'Coal', 'Oil', 'Util', 'Servs', 'BusEq', 'Rtail', 'Fin'] Hshld.lead -> ['Clths', 'Coal', 'Rtail'] Clths.lead -> ['Books', 'Clths', 'Chems', 'Steel', 'ElcEq', 'Carry', 'Coal', 'Oil', 'Util', 'Telcm', 'Servs', 'BusEq', 'Rtail'] Hlth.lead -> ['Books', 'Mines', 'Coal', 'Util'] Chems.lead -> ['Clths'] Txtls.lead -> ['Clths', 'Autos', 'Coal', 'Oil', 'Rtail', 'Fin'] Cnstr.lead -> ['Clths', 'Coal', 'Oil', 'Util', 'Trans', 'Rtail', 'Fin'] Steel.lead -> ['Fin'] FabPr.lead -> ['Trans', 'Fin'] ElcEq.lead -> ['Fin'] Autos.lead -> ['Hshld', 'Clths', 'Coal', 'Oil', 'Util', 'BusEq', 'Rtail', 'Fin'] Carry.lead -> ['Trans'] Mines.lead -> [] Coal.lead -> ['Beer', 'Smoke', 'Books', 'Autos', 'Coal', 'Oil', 'Paper', 'Rtail'] Oil.lead -> ['Beer', 'Hlth', 'Carry'] Util.lead -> ['Food', 'Beer', 'Smoke', 'Hshld', 'Hlth', 'Cnstr', 'FabPr', 'Carry', 'Mines', 'Oil', 'Util', 'Telcm', 'BusEq', 'Whlsl', 'Fin', 'Other'] Telcm.lead -> ['Beer', 'Smoke', 'Books', 'Hshld', 'Cnstr', 'Autos', 'Carry', 'Mines', 'Coal', 'Oil', 'Util', 'Servs', 'BusEq', 'Rtail', 'Meals', 'Fin'] Servs.lead -> ['Smoke', 'Books', 'Steel', 'Oil', 'Util', 'Fin'] BusEq.lead -> ['Smoke', 'Books', 'Util'] Paper.lead -> ['Clths', 'Coal', 'Oil', 'Rtail', 'Fin'] Trans.lead -> ['Fin'] Whlsl.lead -> ['Food', 'Beer', 'Smoke', 'Books', 'Hlth', 'Carry', 'Coal', 'Oil', 'Util', 'Telcm', 'Servs', 'BusEq', 'Fin', 'Other'] Rtail.lead -> ['Rtail'] Meals.lead -> ['Smoke', 'Books', 'Clths', 'Steel', 'Carry', 'Coal', 'Oil', 'Util', 'Servs', 'BusEq', 'Meals', 'Fin'] Fin.lead -> ['Fin'] Other.lead -> ['Clths', 'Fin'] [[6, 17, 19, 26], [0, 6, 17], [9, 15, 16, 17, 18, 19, 20, 21, 23, 24, 28], [4, 6, 17, 28], [3, 4, 17, 18, 19, 21, 22, 26, 28], [6, 17, 26], [4, 6, 8, 11, 13, 15, 17, 18, 19, 20, 21, 22, 26], [4, 16, 17, 19], [6], [6, 14, 17, 18, 26, 28], [6, 17, 18, 19, 24, 26, 28], [28], [24, 28], [28], [5, 6, 17, 18, 19, 22, 26, 28], [24], [], [1, 2, 4, 14, 17, 18, 23, 26], [1, 7, 15], [0, 1, 2, 5, 7, 10, 12, 15, 16, 18, 19, 20, 22, 25, 28, 29], [1, 2, 4, 5, 10, 14, 15, 16, 17, 18, 19, 21, 22, 26, 27, 28], [2, 4, 11, 18, 19, 28], [2, 4, 19], [6, 17, 18, 26, 28], [28], [0, 1, 2, 4, 7, 15, 17, 18, 19, 20, 21, 22, 28, 29], [26], [2, 4, 6, 11, 15, 17, 18, 19, 21, 22, 27, 28], [28], [6, 28]]
def predict_with_subsets(X, Y, create_model, coef_dict, verbose=False):
"""evaluate subset selection, pass a model function and subsets, compute avg R-squared"""
global responses
nrows, ncols = Y.shape
model = create_model()
scores = []
for response_col in range(ncols):
y = Y[:,response_col]
# print("LASSO variables selected for %s: " % pred)
# print(coef_dict[pred])
if not coef_dict[response_col]:
if verbose:
print("No coefs selected for " + responses[response_col])
# print("---")
continue
# fit model vs. selected vars, better fit w/o LASSO penalties
# in-sample R-squared using LASSO coeffs
#print("Running model for " + pred + " against " + str(coef_dict[pred]))
# col nums of selected predictors
predcols = coef_dict[response_col]
model.fit(X[:, predcols], y)
y_pred = model.predict(X[:, predcols])
score = r2_score(y, y_pred)
scores.append(score)
if verbose:
print ("In-sample R-squared: %.2f%% for %s against %s" % (score*100, responses[response_col],
str([predictors[i] for i in coef_dict[response_col]])))
# print("---")
if verbose:
print("Mean R-squared: %.2f%%" % (100 * np.mean(np.array(scores))))
return np.mean(np.array(scores))
predict_with_subsets(X, Y, LinearRegression, coef_dict_paper, verbose=True)
In-sample R-squared: 2.24% for Food.lead against ['Clths', 'Coal', 'Util', 'Rtail'] In-sample R-squared: 2.52% for Beer.lead against ['Food', 'Clths', 'Coal'] In-sample R-squared: 6.55% for Smoke.lead against ['Txtls', 'Carry', 'Mines', 'Coal', 'Oil', 'Util', 'Telcm', 'Servs', 'Paper', 'Trans', 'Fin'] In-sample R-squared: 5.05% for Games.lead against ['Books', 'Clths', 'Coal', 'Fin'] In-sample R-squared: 6.30% for Books.lead against ['Games', 'Books', 'Coal', 'Oil', 'Util', 'Servs', 'BusEq', 'Rtail', 'Fin'] In-sample R-squared: 2.97% for Hshld.lead against ['Clths', 'Coal', 'Rtail'] In-sample R-squared: 7.82% for Clths.lead against ['Books', 'Clths', 'Chems', 'Steel', 'ElcEq', 'Carry', 'Coal', 'Oil', 'Util', 'Telcm', 'Servs', 'BusEq', 'Rtail'] In-sample R-squared: 2.68% for Hlth.lead against ['Books', 'Mines', 'Coal', 'Util'] In-sample R-squared: 0.78% for Chems.lead against ['Clths'] In-sample R-squared: 7.91% for Txtls.lead against ['Clths', 'Autos', 'Coal', 'Oil', 'Rtail', 'Fin'] In-sample R-squared: 5.15% for Cnstr.lead against ['Clths', 'Coal', 'Oil', 'Util', 'Trans', 'Rtail', 'Fin'] In-sample R-squared: 1.28% for Steel.lead against ['Fin'] In-sample R-squared: 1.57% for FabPr.lead against ['Trans', 'Fin'] In-sample R-squared: 0.80% for ElcEq.lead against ['Fin'] In-sample R-squared: 6.13% for Autos.lead against ['Hshld', 'Clths', 'Coal', 'Oil', 'Util', 'BusEq', 'Rtail', 'Fin'] In-sample R-squared: 2.32% for Carry.lead against ['Trans'] No coefs selected for Mines.lead In-sample R-squared: 2.84% for Coal.lead against ['Beer', 'Smoke', 'Books', 'Autos', 'Coal', 'Oil', 'Paper', 'Rtail'] In-sample R-squared: 2.52% for Oil.lead against ['Beer', 'Hlth', 'Carry'] In-sample R-squared: 7.86% for Util.lead against ['Food', 'Beer', 'Smoke', 'Hshld', 'Hlth', 'Cnstr', 'FabPr', 'Carry', 'Mines', 'Oil', 'Util', 'Telcm', 'BusEq', 'Whlsl', 'Fin', 'Other'] In-sample R-squared: 5.18% for Telcm.lead against ['Beer', 'Smoke', 'Books', 'Hshld', 'Cnstr', 'Autos', 'Carry', 'Mines', 'Coal', 'Oil', 'Util', 'Servs', 'BusEq', 'Rtail', 'Meals', 'Fin'] In-sample R-squared: 2.87% for Servs.lead against ['Smoke', 'Books', 'Steel', 'Oil', 'Util', 'Fin'] In-sample R-squared: 2.75% for BusEq.lead against ['Smoke', 'Books', 'Util'] In-sample R-squared: 3.24% for Paper.lead against ['Clths', 'Coal', 'Oil', 'Rtail', 'Fin'] In-sample R-squared: 1.32% for Trans.lead against ['Fin'] In-sample R-squared: 7.43% for Whlsl.lead against ['Food', 'Beer', 'Smoke', 'Books', 'Hlth', 'Carry', 'Coal', 'Oil', 'Util', 'Telcm', 'Servs', 'BusEq', 'Fin', 'Other'] In-sample R-squared: 1.61% for Rtail.lead against ['Rtail'] In-sample R-squared: 7.90% for Meals.lead against ['Smoke', 'Books', 'Clths', 'Steel', 'Carry', 'Coal', 'Oil', 'Util', 'Servs', 'BusEq', 'Meals', 'Fin'] In-sample R-squared: 1.70% for Fin.lead against ['Fin'] In-sample R-squared: 2.69% for Other.lead against ['Clths', 'Fin'] Mean R-squared: 3.86%
0.038622786316912544
# use all predictors - higher in-sample R-squared
coef_dict_all = []
for _ in responses:
coef_dict_all.append(range(len(predictors)))
predict_with_subsets(X, Y, LinearRegression, coef_dict_all, verbose=False)
0.06637486888237351
# first iteration will train up to including 196911
# will use 196912 to predict 197001
# 1970101 will be first month of performance to use
# train on first 121 months up to 196912 (0:120), put first prediction in P[121] (122nd row)
# first month of performance will be 197002
FIRST_TRAIN_MONTHS = 121
FIRST_PREDICT_MONTH = FIRST_TRAIN_MONTHS # This is stupid but keeps my head straight
print(X[FIRST_TRAIN_MONTHS])
print(data.iloc[FIRST_TRAIN_MONTHS][:30])
[ -3.34 -1.95 -7.59 -7.76 -12.05 -7.5 -5.69 -7.71 -7.37 -5.26 -9.84 -6.31 -7.15 -6.89 -9.35 -12.49 -2.34 -0.77 -12.16 -4.83 -3.16 -11.17 -9.73 -8.89 -8.17 -8.28 -6.31 -13.12 -9.78 -6.2 ] Food -3.34 Beer -1.95 Smoke -7.59 Games -7.76 Books -12.05 Hshld -7.50 Clths -5.69 Hlth -7.71 Chems -7.37 Txtls -5.26 Cnstr -9.84 Steel -6.31 FabPr -7.15 ElcEq -6.89 Autos -9.35 Carry -12.49 Mines -2.34 Coal -0.77 Oil -12.16 Util -4.83 Telcm -3.16 Servs -11.17 BusEq -9.73 Paper -8.89 Trans -8.17 Whlsl -8.28 Rtail -6.31 Meals -13.12 Fin -9.78 Other -6.20 Name: 197001, dtype: float64
class PredictWrapper():
"""Wrap an sklearn model e.g. LinearRegression to fit, predict all vars as a vector,
match the way our Keras model will do it"""
def __init__(self, create_model, coef_dict, fit_missing=None):
self.create_model = create_model
self.coef_dict = coef_dict
self.fit_missing = fit_missing
self.models = []
def fit(self, X_fit, Y_fit, verbose=False):
self.nrows, self.ycols = Y_fit.shape
self.models = []
# fit model for each column
for responsecol in range(self.ycols):
if self.coef_dict[responsecol]:
# column indexes to fit against each other
predcols = self.coef_dict[responsecol]
else: # no columns selected
if not self.fit_missing:
# default: don't fit if no predictors selected
self.models.append(None)
#print(self.models[-1])
continue
elif self.fit_missing == "mean":
# append a numeric value to use
self.models.append(np.mean(Y_fit[:,responsecol]))
#print(self.models[-1])
continue
elif self.fit_missing == "all":
# predcols = all columns
predcols = range(X_fit.shape[1])
model = self.create_model() # create 1 sklearn model for each column
model.fit(X_fit[:, predcols], Y_fit[:,responsecol])
if verbose:
print("fit on " + str(X_fit[:, predcols].shape) + str(predcols))
print(model.coef_)
self.models.append(model)
#debug
#print(responsecol)
#print(X_fit[:, predcols])
#print("=====")
#print(Y_fit[:,responsecol])
#print("=====")
#print(self.model.coef_)
#print(self.model.intercept_)
#print("=====")
def predict(self, X_predict, verbose=False):
predictions = []
nrows = X_predict.shape[0]
for responsecol in range(self.ycols):
#print (type(self.models[responsecol]))
if type(self.models[responsecol]) == np.float64:
pred = np.array([self.models[responsecol]] * nrows).reshape(nrows,1)
predictions.append(pred)
sys.stdout.write('\010#')
elif not self.models[responsecol]:
# don't predict
predictions.append(np.array([np.nan] * nrows ).reshape(nrows,1))
sys.stdout.write('\010N')
else:
predcols = self.coef_dict[responsecol]
y_pred = self.models[responsecol].predict(X_predict[:,predcols])
if verbose:
print("predict on" + str(X_predict[:, predcols].shape) + str(predcols))
print(y_pred)
predictions.append(y_pred.reshape(nrows,1))
return np.hstack(predictions)
# typical pipeline
# backtestmodel = BacktestModel(X, # predictors
# Y, # responses
# create_model=LinearRegression, # create_model which returns a model (needed for 'timestep' which creates different model each timestep)
# # or model = someKerasModel, # initialized model that supports fit(X,Y), predict(X) , predicts an entire row,
# coef_dict_param=coef_dict_paper, # how to map predictors to responses ("all", "timestep", or a list of lists)
# startindex=FIRST_TRAIN_MONTHS, # initial training for backtest
# fit_missing='mean', # what to do when no predictors are selected in coef_dict_param - use all predictors, use historical mean, use np.nan
# scaler = None) # scaling function like MinMaxScaler
# backtestmodel.gen_predictions(verbose=False) # starting from startindex, step through X,Y month by month, fit up to current month, predict next month, store prediction in self.P
# backtestmodel.walkforward_xval(n_splits=5, verbose=True) # calls gen_predictions with a large step, fits and predicts one large fold at a time (useful to cross-validate quickly)
# backtestmodel.evaluate_predictions() # report metrics on prediction : MSE etc. #TODO: support custom calcs before/after/instead of default calcs
# backtestmodel.gen_returns(calc_returns, verbose=True) # takes a function that returns portfolio returns based on self.P, stores in self.R
# backtestmodel.report_returns(start_date=start_date_str, freq='M') # calc cumulative perf and report (TODO: allow it to take a reporting function to run before/after/in place of default report)
# backtestmodel.evaluate_quantiles(chart=True, verbose=True) # report quantile metrics # TODO: make this a custom calc passed into evaluate_predictions
class BacktestModel():
def __init__(self,
X, # predictors
Y, # responses
model=None, # model that supports fit(X,Y), predict(X) , predicts an entire row,
create_model=None, # or create_model which returns a model (needed for 'timestep' but slows down so pass model if dynamic not needed)
coef_dict_param="all", # mapping of predictors to responses ("all", "timestep", or a list of lists)
startindex=FIRST_TRAIN_MONTHS,
scaler=None,
fit_missing=None):
self.Xrows, self.Xcols = X.shape
self.Yrows, self.Ycols = Y.shape
if self.Xrows != self.Yrows:
raise(ValueError, "Shapes differ: X %s, Y %s" % (str(X.shape), str(Y.shape)))
self.X = X
self.Y = Y
self.Xscale = X.copy()
self.Yscale = Y.copy()
if scaler:
print("scaler: %s " %str(scaler))
# by rows
# MinMaxScaler: each row (min->0, max->1)
# StandardScaler: each row (mean->0, SD->1)
# self.Xscale = scaler().fit_transform(self.Xscale.transpose()).transpose()
# self.Yscale = scaler().fit_transform(self.Yscale.transpose()).transpose()
# by cols
# MinMaxScaler: each col (min->0, max->1)
# StandardScaler: each col (mean->0, SD->1)
self.Xscale = scaler().fit_transform(self.Xscale)
self.Yscale = scaler().fit_transform(self.Yscale)
self.model = model
self.create_model = create_model
self.coef_dict_param = coef_dict_param
self.startindex = startindex
self.fit_missing = fit_missing
def fit_predict(self, ntrain, npredict=1, verbose=False):
"""for backtest, train model using Y v. X
train on first ntrain rows. if ntrain=121, fit 0:120
predict following npredict rows
if npredict=1, predict row 121
if npredict=12, predict rows 121-132
"""
# fit first ntrain rows
X_fit = self.Xscale[:ntrain] # e.g. 0:120
Y_fit = self.Yscale[:ntrain]
# predict npredict rows
X_predict = self.Xscale[ntrain:ntrain+npredict] # 121-122
X_predict = X_predict.reshape(npredict,self.Xcols)
# if no coef_dict select predictors into coef_dict
if self.coef_dict_param == "timestep":
msg = "Performing subset selection"
coef_dict = subset_selection(X_fit, Y_fit, LassoLarsIC(criterion='aic'))
# if coef_dict == "all" use all predictors for each response
elif self.coef_dict_param == 'all':
msg = "Using all predictors"
coef_dict = [range(self.Xcols) for _ in range(self.ycols)]
else: # should check valid dict
msg = "Using coef_dict predictors"
coef_dict = self.coef_dict_param
if verbose:
print(msg)
if self.create_model:
self.model = PredictWrapper(self.create_model, coef_dict, fit_missing=self.fit_missing)
self.model.fit(X_fit, Y_fit, verbose=verbose)
return self.model.predict(X_predict, verbose=verbose)
# predict all months
# initial train_months = 120 -> train first model on 120 rows
# first prediction will be in P[120] (121st row)
# step = 6 -> predict following 6 rows, then step forward 6 months at a time
# initialize predictions matrix self.P
# use either step or folds
# step, do range(self.startindex, nrows, step)
# folds, at each fold train 0:startfold, predict startfold+1:endfold
# store only out-of-sample predictions in P, calc out-of-sample MSE
# using a step > 1 or folds is quicker, for quicker xval, or to speed up by not estimating model at each timestep
def gen_predictions(self,
step=1,
splits=None,
verbose=False):
self.P = np.zeros_like(self.Y)
progress_i = 0
self.nrows, self.ycols = Y.shape
if splits:
month_indexes = splits[:-1] # last index is nrows
else:
# create list of steps
month_indexes = list(range(self.startindex, nrows, step))
steps = [month_indexes[i+1]-month_indexes[i] for i in range(len(month_indexes)-1)]
# last step -> end
steps.append(self.nrows - month_indexes[-1])
if verbose:
print ("Steps: " + str(month_indexes))
for month_index, forecast_rows in zip(month_indexes, steps):
if verbose:
print("Training on first %d rows (%d:%d), putting predictions in rows %s" % (month_index,
0, month_index-1,
str(range(month_index,month_index+forecast_rows))))
predictions = self.fit_predict(month_index, forecast_rows, verbose=False)
first_pred_row = month_index
for row_index in range(forecast_rows):
self.P[first_pred_row+row_index] = predictions[row_index]
sys.stdout.write('.')
progress_i += 1
if progress_i % 80 == 0:
print("")
print("%s Still training step %d of %d" % (time.strftime("%H:%M:%S"), progress_i, len(month_indexes)))
sys.stdout.flush()
print("")
def evaluate_predictions(self):
# evaluate prediction (can move to separate function)
msetemp = (self.P[self.startindex:]-self.Yscale[self.startindex:])**2
#remove nans
msetemp = msetemp[~np.isnan(msetemp)]
self.mse = np.mean(msetemp)
print("OOS MSE across all predictions: %.4f" % self.mse)
self.model.fit(self.Xscale, self.Yscale)
Y_pred = self.model.predict(self.Xscale)
self.in_sample_mse = np.mean((Y_pred - self.Yscale) ** 2)
print("In-sample MSE: %.4f" % self.in_sample_mse)
# force unpredicted ys to be nans, then remove nans
vartemp = self.Yscale[self.startindex:] - self.P[self.startindex:] + self.P[self.startindex:]
vartemp = vartemp[~np.isnan(vartemp)]
y_variance = np.var(vartemp[self.startindex:])
print("Variance: %.4f" % (y_variance))
print("R-squared: %.4f" % (1- self.mse/y_variance))
return(self.mse)
def evaluate_quantiles(self, chart=False, verbose=False):
self.P_quantiles = np.zeros_like(self.P)
self.Y_quantiles = np.zeros_like(self.Y)
self.kendalltaus = []
self.ktpvals = []
# compute score for predicted quantiles vs. actual (expected) quantiles
N_QUANTILES=5
for row in range(self.startindex, self.P_quantiles.shape[0]):
#print(self.P[row])
self.P_quantiles[row] = pd.qcut(self.P[row], N_QUANTILES, range(N_QUANTILES))
self.Y_quantiles[row] = pd.qcut(self.Y[row], N_QUANTILES, range(N_QUANTILES))
kt, p_val = kendalltau(self.P[row], self.Y[row])
self.kendalltaus.append(kt)
self.ktpvals.append(p_val)
self.kendalltau = np.mean(self.kendalltaus)
self.kendalltau_pvalue = np.mean(self.ktpvals)
print("Avg rank correlation (Kendall's tau): %.4f (Expected: 0)" % (self.kendalltau))
pred_quantiles = self.P_quantiles[self.startindex:]
true_quantiles = self.Y_quantiles[self.startindex:]
nrows, ncols = pred_quantiles.shape
pred_quantiles = pred_quantiles.reshape(nrows*ncols)
true_quantiles = true_quantiles.reshape(nrows*ncols)
self.quintile_accuracy = accuracy_score(pred_quantiles, true_quantiles)
print("5-quintile accuracy: %.4f (Expected: 0.2)" % (self.quintile_accuracy))
pred_direction = np.zeros(nrows*ncols)
true_direction = np.zeros(nrows*ncols)
for i in range(nrows*ncols):
if pred_quantiles[i] == 4:
pred_direction[i] = 1
elif pred_quantiles[i] == 0:
pred_direction[i] = -1
if true_quantiles[i] == 4:
true_direction[i] = 1
elif true_quantiles[i] == 0:
true_direction[i] = -1
self.directional_accuracy = accuracy_score(pred_direction, true_direction)
print("Long/short/flat accuracy: %.4f (Expected: 0.44)" % (self.directional_accuracy))
nrows = nrows * ncols
conf_mat_expected = np.array([[0.64, 0.16],[0.16, 0.04]])*nrows
myscores = []
for q in range(5):
temp_pred = pred_quantiles == q
temp_actual = true_quantiles == q
conf_mat5 = confusion_matrix(temp_pred, temp_actual)
diff_mat = conf_mat5 - conf_mat_expected
if verbose:
print("Confusion matrix for quantile %d" % q)
print(conf_mat5)
cstmp, cspvtmp = chisquare(conf_mat5.reshape(4), conf_mat_expected.reshape(4))
print("Chi-square: %.4f (p-value: %.8f)" % (cstmp, cspvtmp))
# probably no valid statistical interpretation but
# average of improvement in true positive % and true negative %
myscore = diff_mat[1][1]
myscores.append(myscore)
# sum of true positive for top and bottom quintiles
self.excess_tp = myscores[0] + myscores[4]
print("Excess true positive in quintiles 1 + 5: %f" % (self.excess_tp))
conf_mat = confusion_matrix(pred_quantiles, true_quantiles)
if chart:
fig, ax = plt.subplots(figsize=(10,10))
sns.heatmap(conf_mat, annot=True, fmt='d')
plt.ylabel('Actual Quintile')
plt.xlabel('Predicted Quintile')
plt.show()
return None
def walkforward_xval (self, n_splits=5, verbose=False):
"""quick and dirty genreturns, with a step"""
# generate k-folds
kf = KFold(n_splits=n_splits)
kf.get_n_splits(X)
last_indexes = []
for train_index, test_index in kf.split(X):
# use test_index as last index to train
last_index = test_index[-1] + 1
last_indexes.append(last_index)
print("%s Generate splits %s" % (time.strftime("%H:%M:%S"), str([i for i in last_indexes])))
#override startindex
self.startindex = last_indexes[0]
return self.gen_predictions(splits=last_indexes, verbose=verbose)
def gen_returns(self, port_returns_func, verbose=False):
self.R = np.zeros(self.P.shape[0])
first_pred_month=self.startindex
indcount = [0] * self.ycols
longcount = [0] * self.ycols
shortcount = [0] * self.ycols
for month_index in range(first_pred_month, nrows-1):
return_month = month_index + 1
port_return, long_indexes, short_indexes = port_returns_func(self.P[month_index],
self.X[return_month])
self.R[return_month] = port_return
for i in long_indexes:
indcount[i] += 1
longcount[i] += 1
for i in short_indexes:
indcount[i] += 1
shortcount[i] += 1
if verbose:
for i in range(len(responses)):
print("%s: long %d times, short %d times, total %d times" % (predictors[i],
longcount[i],
shortcount[i],
indcount[i]))
return self.R
def report_returns(self, start_date='01/01/1970', freq='M'):
first_pred_month=self.startindex
self.results = self.R[first_pred_month:]
nmonths = self.results.shape[0]
nyears = nmonths/12.0
index = pd.date_range(start_date,periods=nmonths, freq=freq)
perfdata = pd.DataFrame(self.results,index=index,columns=['Returns'])
perfdata['Equity'] = 100 * np.cumprod(1 + self.results / 100)
self.cumulative_return = perfdata['Equity']
self.mean_monthly_return_annualized = np.mean(1 + self.results/100) ** 12 - 1
self.mean_return = (self.cumulative_return[-1]/100) ** (1.0/nyears) - 1
self.annualized_vol = np.std(self.results/100) * np.sqrt(12.0)
self.sharpe = self.mean_monthly_return_annualized/self.annualized_vol
print("Mean return: %.3f%%" % (self.mean_return * 100 ))
#print("Mean monthly annualized return: %.3f%%" % (self.mean_monthly_return_annualized * 100 ))
#print("Monthly annualized volatility: %.3f%%" % (self.annualized_vol * 100))
print("Monthly Sharpe ratio: %.3f" % (self.sharpe))
# return calculation passed to gen_returns
NUMSTOCKS = 6 # top quintile (and bottom)
def calc_returns(prediction_row, return_row, numstocks=NUMSTOCKS, verbose=False):
# ensure nan sorts to top for shorts
short_sort_array = [999999 if np.isnan(x) else x for x in prediction_row]
# pick bottom numstocks
select_array = np.argsort(short_sort_array)
short_indexes = select_array[:numstocks]
# ensure nan sorts to bottom for longs
long_sort_array = [-999999 if np.isnan(x) else x for x in prediction_row]
# pick top numstocks
select_array = np.argsort(long_sort_array)
long_indexes = select_array[-numstocks:]
if verbose:
print("Longs: %s" %(str([(i,prediction_row[i]) for i in long_indexes])))
print("Shorts: %s" %(str([(i,prediction_row[i]) for i in short_indexes])))
# compute equal weighted long/short return
return np.mean(return_row[long_indexes])/2 - np.mean(return_row[short_indexes])/2, long_indexes, short_indexes
start_date_int = data.index[FIRST_TRAIN_MONTHS]
start_year, start_month = start_date_int // 100, start_date_int % 100
start_date_str = "%02d/%02d/%d" % (start_month, 1, start_year)
start_date_str
'01/01/1970'
# test fit_predict
backtestmodel = BacktestModel(X, Y, create_model=LinearRegression, coef_dict_param=coef_dict_all, startindex=FIRST_TRAIN_MONTHS)
print(backtestmodel.fit_predict(121, npredict=3, verbose=False))
[[ -4.70219919 -5.3073358 -3.72029191 -12.42448745 -6.62775756 -2.90316148 -6.79960146 -2.23172984 -5.75101181 -6.66276641 -5.75265368 -7.71979359 -6.57864566 -4.32124795 -5.0355927 -5.92230241 -4.76675177 -1.96315925 -3.43369206 -2.30343164 -3.72794445 -2.91917105 -5.27753906 -6.40474001 -6.85223288 -10.16508667 -4.69016977 -8.8042513 -5.4481542 -6.40122815] [ -1.09819574 0.33751522 1.47276575 -7.65291563 -0.40550754 -4.96855817 -1.82873168 -3.4663124 -2.05857985 -0.68158685 -1.54307573 -2.74859589 -2.04412571 -1.77673237 -3.39612781 -4.76047089 -0.65055072 -5.08513341 1.95082965 -2.60578312 -5.09137205 -1.72203771 -3.31591182 -1.94755286 -1.38046013 -2.75841651 -0.96353404 -6.81674253 1.34059086 -1.59466739] [ -1.96144894 -0.87682739 -3.02833064 0.58137733 -0.02056567 1.67143038 -0.44895783 -1.70395859 -0.63283007 -0.4731534 -0.71228211 -3.61106494 -1.93572984 -0.64937617 -1.09751999 0.24726352 -0.37303973 -1.04141371 2.1679461 -0.55736749 0.76975122 0.67561178 1.62692312 -1.12079845 -1.07373008 -0.27905898 1.55099516 -3.06722504 -0.32196075 0.5859896 ]]
# test model on our calculated coef_dict
# bad methodology, introduces snooping
# selects LASSO vars over whole timespan
# uses selected vars to do OLS backtest
# included as an example of what not to do
backtestmodel = BacktestModel(X, Y,
create_model=LinearRegression,
coef_dict_param=coef_dict_paper,
startindex=FIRST_TRAIN_MONTHS,
fit_missing='mean',
scaler = None)
backtestmodel.gen_predictions(verbose=False)
backtestmodel.gen_returns(calc_returns, verbose=True)
backtestmodel.report_returns(start_date=start_date_str, freq='M')
backtestmodel.evaluate_predictions()
backtestmodel.evaluate_quantiles(chart=True, verbose=True)
################################################################################. 00:15:19 Still training step 80 of 563 ################################################################################. 00:15:20 Still training step 160 of 563 ################################################################################. 00:15:21 Still training step 240 of 563 ################################################################################. 00:15:23 Still training step 320 of 563 ################################################################################. 00:15:24 Still training step 400 of 563 ################################################################################. 00:15:25 Still training step 480 of 563 ################################################################################. 00:15:26 Still training step 560 of 563 ###. Food: long 93 times, short 37 times, total 130 times Beer: long 122 times, short 94 times, total 216 times Smoke: long 211 times, short 112 times, total 323 times Games: long 147 times, short 125 times, total 272 times Books: long 126 times, short 107 times, total 233 times Hshld: long 81 times, short 72 times, total 153 times Clths: long 195 times, short 172 times, total 367 times Hlth: long 126 times, short 110 times, total 236 times Chems: long 26 times, short 125 times, total 151 times Txtls: long 160 times, short 128 times, total 288 times Cnstr: long 92 times, short 124 times, total 216 times Steel: long 4 times, short 180 times, total 184 times FabPr: long 33 times, short 62 times, total 95 times ElcEq: long 45 times, short 16 times, total 61 times Autos: long 87 times, short 117 times, total 204 times Carry: long 106 times, short 76 times, total 182 times Mines: long 132 times, short 102 times, total 234 times Coal: long 226 times, short 183 times, total 409 times Oil: long 160 times, short 137 times, total 297 times Util: long 161 times, short 182 times, total 343 times Telcm: long 118 times, short 163 times, total 281 times Servs: long 149 times, short 137 times, total 286 times BusEq: long 106 times, short 123 times, total 229 times Paper: long 50 times, short 107 times, total 157 times Trans: long 39 times, short 56 times, total 95 times Whlsl: long 168 times, short 147 times, total 315 times Rtail: long 72 times, short 62 times, total 134 times Meals: long 220 times, short 178 times, total 398 times Fin: long 56 times, short 21 times, total 77 times Other: long 61 times, short 117 times, total 178 times Mean return: 6.667% Monthly Sharpe ratio: 1.123 OOS MSE across all predictions: 39.4986 #In-sample MSE: 35.8279 Variance: 39.4097 R-squared: -0.0023 Avg rank correlation (Kendall's tau): 0.0589 (Expected: 0) 5-quintile accuracy: 0.2287 (Expected: 0.2) Long/short/flat accuracy: 0.4706 (Expected: 0.44) Confusion matrix for quantile 0 [[10953 2559] [ 2555 823]] Chi-square: 49.7107 (p-value: 0.00000000) Confusion matrix for quantile 1 [[10884 2628] [ 2628 750]] Chi-square: 12.8020 (p-value: 0.00508507) Confusion matrix for quantile 2 [[10850 2662] [ 2656 722]] Chi-square: 4.7384 (p-value: 0.19198761) Confusion matrix for quantile 3 [[10851 2661] [ 2666 712]] Chi-square: 3.2442 (p-value: 0.35547827) Confusion matrix for quantile 4 [[10994 2518] [ 2523 855]] Chi-square: 75.2761 (p-value: 0.00000000) Excess true positive in quintiles 1 + 5: 326.800000
# chart performance
def mychart(args, names=None, title=""):
x_coords = np.linspace(1970, 2016, args[0].shape[0])
plotdata = []
for i in range(len(args)):
tracelabel = "Trace %d" % i
if names:
tracelabel=names[i]
plotdata.append(Scatter(x=x_coords,
y=args[i].values.reshape(-1),
mode = 'line',
name=tracelabel))
layout = Layout(
title = title,
autosize=False,
width=900,
height=600,
yaxis=dict(
type='log',
autorange=True
)
)
fig = Figure(data=plotdata, layout=layout)
return iplot(fig)
def myscatter(arg1, arg2, names=None, title=""):
plotdata = []
plotdata.append(Scatter(
x = arg1,
y = arg2,
mode = 'markers'
))
layout = dict(
title=title,
autosize=False,
width="600",
height="480",
yaxis=dict(
# type='log',
autorange=True
)
)
# py.iplot(data, filename='basic-scatter')
fig = Figure(data=plotdata, layout=layout)
return iplot(fig)
def plot_matrix(lossframe, x_labels, y_labels, x_suffix="", y_suffix=""):
pivot = lossframe.pivot_table(index=[y_labels], columns=[x_labels], values=['mse'])
# print(pivot)
# specify labels as strings, to force plotly to use a discrete axis
# print(pivot.columns.levels[1]).values
# print(lossframe[x_labels].dtype)
if lossframe[x_labels].dtype == np.float64 or lossframe[x_labels].dtype == np.float32:
xaxis = ["%f %s" % (i, x_suffix) for i in pivot.columns.levels[1].values]
else:
xaxis = ["%d %s" % (i, x_suffix) for i in pivot.columns.levels[1].values]
if lossframe[y_labels].dtype == np.float64 or lossframe[y_labels].dtype == np.float32:
yaxis = ["%f %s" % (i, y_suffix) for i in pivot.index.values]
else:
yaxis = ["%d %s" % (i, y_suffix) for i in pivot.index.values]
# print(xaxis, yaxis)
"""plot a heat map of a matrix"""
chart_width=640
chart_height=480
layout = dict(
title="%s v. %s" % (x_labels, y_labels),
height=chart_height,
width=chart_width,
margin=dict(
l=150,
r=30,
b=120,
t=100,
),
xaxis=dict(
title=x_labels,
tickfont=dict(
family='Arial, sans-serif',
size=10,
color='black'
),
),
yaxis=dict(
title=y_labels,
tickfont=dict(
family='Arial, sans-serif',
size=10,
color='black'
),
),
)
data = [Heatmap(z=pivot.values,
x=xaxis,
y=yaxis,
colorscale=[[0, 'rgb(0,0,255)', [1, 'rgb(255,0,0)']]],
)
]
fig = Figure(data=data, layout=layout)
return iplot(fig, link_text="")
perf_post_LASSO = backtestmodel.cumulative_return
mychart([perf_post_LASSO],["Post-LASSO"], title="Post-LASSO")
# do LASSO subset selection at each timestep
backtestmodel = BacktestModel(X, Y,
create_model=LinearRegression,
coef_dict_param="timestep",
startindex=FIRST_TRAIN_MONTHS,
fit_missing='mean',
scaler = None)
backtestmodel.gen_predictions(verbose=False)
backtestmodel.gen_returns(calc_returns, verbose=False)
backtestmodel.report_returns(start_date=start_date_str, freq='M')
backtestmodel.evaluate_predictions()
backtestmodel.evaluate_quantiles(chart=True, verbose=True)
perf_LASSO_each_timestep = backtestmodel.cumulative_return
mychart([perf_LASSO_each_timestep],["LASSO each timestep"], title="LASSO each timestep")
................................................................................ 00:15:39 Still training step 80 of 563 ................................................................................ 00:15:52 Still training step 160 of 563 ................................................................................ 00:16:04 Still training step 240 of 563 ................................................................................ 00:16:17 Still training step 320 of 563 ................................................................................ 00:16:29 Still training step 400 of 563 ................................................................................ 00:16:41 Still training step 480 of 563 ................................................................................ 00:16:55 Still training step 560 of 563 ... Mean return: 3.545% Monthly Sharpe ratio: 0.674 OOS MSE across all predictions: 41.4734 In-sample MSE: 35.7675 Variance: 39.4097 R-squared: -0.0524 Avg rank correlation (Kendall's tau): 0.0331 (Expected: 0) 5-quintile accuracy: 0.2163 (Expected: 0.2) Long/short/flat accuracy: 0.4584 (Expected: 0.44) Confusion matrix for quantile 0 [[10910 2602] [ 2598 780]] Chi-square: 24.8287 (p-value: 0.00001677) Confusion matrix for quantile 1 [[10840 2672] [ 2672 706]] Chi-square: 2.1374 (p-value: 0.54439176) Confusion matrix for quantile 2 [[10831 2681] [ 2675 703]] Chi-square: 1.6009 (p-value: 0.65918763) Confusion matrix for quantile 3 [[10827 2685] [ 2690 688]] Chi-square: 0.4245 (p-value: 0.93512982) Confusion matrix for quantile 4 [[10916 2596] [ 2601 777]] Chi-square: 24.2603 (p-value: 0.00002204) Excess true positive in quintiles 1 + 5: 205.800000
# use all predictors at each timestep
backtestmodel = BacktestModel(X, Y,
create_model=LinearRegression,
coef_dict_param="all",
startindex=FIRST_TRAIN_MONTHS,
fit_missing='mean',
scaler=None)
backtestmodel.gen_predictions(verbose=False)
backtestmodel.gen_returns(calc_returns, verbose=False)
backtestmodel.report_returns(start_date=start_date_str, freq='M')
backtestmodel.evaluate_predictions()
backtestmodel.evaluate_quantiles(chart=True, verbose=False)
perf_all_preds = backtestmodel.cumulative_return
mychart([perf_all_preds],["All preds"], title="OLS all predictors")
................................................................................ 00:16:58 Still training step 80 of 563 ................................................................................ 00:17:00 Still training step 160 of 563 ................................................................................ 00:17:02 Still training step 240 of 563 ................................................................................ 00:17:04 Still training step 320 of 563 ................................................................................ 00:17:06 Still training step 400 of 563 ................................................................................ 00:17:08 Still training step 480 of 563 ................................................................................ 00:17:11 Still training step 560 of 563 ... Mean return: 2.781% Monthly Sharpe ratio: 0.506 OOS MSE across all predictions: 43.8692 In-sample MSE: 34.7467 Variance: 39.4097 R-squared: -0.1132 Avg rank correlation (Kendall's tau): 0.0246 (Expected: 0) 5-quintile accuracy: 0.2161 (Expected: 0.2) Long/short/flat accuracy: 0.4657 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 225.800000
# pure LASSO (not LASSO followed by OLS on selected subset)
def create_model_lasso():
return LassoLarsIC(criterion='aic')
# use all predictors at each timestep
backtestmodel = BacktestModel(X, Y,
create_model=create_model_lasso,
coef_dict_param="all",
startindex=FIRST_TRAIN_MONTHS,
fit_missing='mean',
scaler=None)
backtestmodel.gen_predictions(verbose=False)
backtestmodel.gen_returns(calc_returns, verbose=False)
backtestmodel.report_returns(start_date=start_date_str, freq='M')
backtestmodel.evaluate_predictions()
backtestmodel.evaluate_quantiles(chart=True, verbose=False)
perf_LASSO_only = backtestmodel.cumulative_return
mychart([perf_LASSO_only],["LASSO only"], title="LASSO only")
................................................................................ 00:17:23 Still training step 80 of 563 ................................................................................ 00:17:34 Still training step 160 of 563 ................................................................................ 00:17:45 Still training step 240 of 563 ................................................................................ 00:17:56 Still training step 320 of 563 ................................................................................ 00:18:07 Still training step 400 of 563 ................................................................................ 00:18:18 Still training step 480 of 563 ................................................................................ 00:18:29 Still training step 560 of 563 ... Mean return: 3.077% Monthly Sharpe ratio: 0.553 OOS MSE across all predictions: 40.0227 In-sample MSE: 36.1107 Variance: 39.4097 R-squared: -0.0156 Avg rank correlation (Kendall's tau): 0.0331 (Expected: 0) 5-quintile accuracy: 0.2187 (Expected: 0.2) Long/short/flat accuracy: 0.4599 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 198.800000
mychart([perf_LASSO_each_timestep, perf_all_preds, perf_LASSO_only],["LASSO / OLS", "OLS Only", "LASSO only"])
# test walk-forward xval, get a baseline MSE for LinearRegression: ~41
backtestmodel = BacktestModel(X, Y,
create_model=LinearRegression,
coef_dict_param="timestep",
startindex=FIRST_TRAIN_MONTHS,
fit_missing='mean',
scaler=None)
backtestmodel.walkforward_xval(n_splits=5, verbose=True)
backtestmodel.gen_returns(calc_returns, verbose=False)
backtestmodel.report_returns(start_date=start_date_str, freq='M')
backtestmodel.evaluate_predictions()
backtestmodel.evaluate_quantiles(chart=False, verbose=False)
18:47:17 Generate splits [137, 274, 411, 548, 684] Steps: [137, 274, 411, 548] Training on first 137 rows (0:136), putting predictions in rows range(137, 274) .Training on first 274 rows (0:273), putting predictions in rows range(274, 411) .Training on first 411 rows (0:410), putting predictions in rows range(411, 548) .Training on first 548 rows (0:547), putting predictions in rows range(548, 684) . Mean return: 2.861% Monthly Sharpe ratio: 0.575 OOS MSE across all predictions: 41.3994 In-sample MSE: 35.7131 Variance: 39.6015 R-squared: -0.0454 Avg rank correlation (Kendall's tau): 0.0253 (Expected: 0) 5-quintile accuracy: 0.2149 (Expected: 0.2) Long/short/flat accuracy: 0.4562 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 170.200000
# try all the sklearn regression estimators
estimators = []
for name, class_ in all_estimators():
if not issubclass(class_, sklearn.base.ClassifierMixin):
if hasattr(class_, 'predict'):
print(class_)
estimators.append(class_)
<class 'sklearn.linear_model.bayes.ARDRegression'> <class 'sklearn.ensemble.weight_boosting.AdaBoostRegressor'> <class 'sklearn.cluster.affinity_propagation_.AffinityPropagation'> <class 'sklearn.ensemble.bagging.BaggingRegressor'> <class 'sklearn.mixture.bayesian_mixture.BayesianGaussianMixture'> <class 'sklearn.linear_model.bayes.BayesianRidge'> <class 'sklearn.cluster.birch.Birch'> <class 'sklearn.cross_decomposition.cca_.CCA'> <class 'sklearn.mixture.dpgmm.DPGMM'> <class 'sklearn.tree.tree.DecisionTreeRegressor'> <class 'sklearn.linear_model.coordinate_descent.ElasticNet'> <class 'sklearn.linear_model.coordinate_descent.ElasticNetCV'> <class 'sklearn.tree.tree.ExtraTreeRegressor'> <class 'sklearn.ensemble.forest.ExtraTreesRegressor'> <class 'sklearn.mixture.gmm.GMM'> <class 'sklearn.mixture.gaussian_mixture.GaussianMixture'> <class 'sklearn.gaussian_process.gaussian_process.GaussianProcess'> <class 'sklearn.gaussian_process.gpr.GaussianProcessRegressor'> <class 'sklearn.ensemble.gradient_boosting.GradientBoostingRegressor'> <class 'sklearn.linear_model.huber.HuberRegressor'> <class 'sklearn.ensemble.iforest.IsolationForest'> <class 'sklearn.cluster.k_means_.KMeans'> <class 'sklearn.neighbors.regression.KNeighborsRegressor'> <class 'sklearn.kernel_ridge.KernelRidge'> <class 'sklearn.linear_model.least_angle.Lars'> <class 'sklearn.linear_model.least_angle.LarsCV'> <class 'sklearn.linear_model.coordinate_descent.Lasso'> <class 'sklearn.linear_model.coordinate_descent.LassoCV'> <class 'sklearn.linear_model.least_angle.LassoLars'> <class 'sklearn.linear_model.least_angle.LassoLarsCV'> <class 'sklearn.linear_model.least_angle.LassoLarsIC'> <class 'sklearn.linear_model.base.LinearRegression'> <class 'sklearn.svm.classes.LinearSVR'> <class 'sklearn.neural_network.multilayer_perceptron.MLPRegressor'> <class 'sklearn.cluster.mean_shift_.MeanShift'> <class 'sklearn.cluster.k_means_.MiniBatchKMeans'> <class 'sklearn.linear_model.coordinate_descent.MultiTaskElasticNet'> <class 'sklearn.linear_model.coordinate_descent.MultiTaskElasticNetCV'> <class 'sklearn.linear_model.coordinate_descent.MultiTaskLasso'> <class 'sklearn.linear_model.coordinate_descent.MultiTaskLassoCV'> <class 'sklearn.svm.classes.NuSVR'> <class 'sklearn.svm.classes.OneClassSVM'> <class 'sklearn.linear_model.omp.OrthogonalMatchingPursuit'> <class 'sklearn.linear_model.omp.OrthogonalMatchingPursuitCV'> <class 'sklearn.cross_decomposition.pls_.PLSCanonical'> <class 'sklearn.cross_decomposition.pls_.PLSRegression'> <class 'sklearn.linear_model.passive_aggressive.PassiveAggressiveRegressor'> <class 'sklearn.linear_model.ransac.RANSACRegressor'> <class 'sklearn.neighbors.regression.RadiusNeighborsRegressor'> <class 'sklearn.ensemble.forest.RandomForestRegressor'> <class 'sklearn.linear_model.ridge.Ridge'> <class 'sklearn.linear_model.ridge.RidgeCV'> <class 'sklearn.linear_model.stochastic_gradient.SGDRegressor'> <class 'sklearn.svm.classes.SVR'> <class 'sklearn.linear_model.theil_sen.TheilSenRegressor'> <class 'sklearn.mixture.dpgmm.VBGMM'> <class 'sklearn.linear_model.ridge._BaseRidgeCV'> <class 'sklearn.gaussian_process.gpc._BinaryGaussianProcessClassifierLaplace'> <class 'sklearn.multiclass._ConstantPredictor'> <class 'sklearn.mixture.dpgmm._DPGMMBase'> <class 'sklearn.mixture.gmm._GMMBase'> <class 'sklearn.linear_model.ridge._RidgeGCV'>
# eliminate some that didn't work, gave errors, nans, maybe need correct parameters
estimators = [
sklearn.ensemble.bagging.BaggingRegressor,
sklearn.ensemble.forest.ExtraTreesRegressor,
sklearn.ensemble.forest.RandomForestRegressor,
sklearn.ensemble.gradient_boosting.GradientBoostingRegressor,
#sklearn.ensemble.iforest.IsolationForest,
sklearn.ensemble.weight_boosting.AdaBoostRegressor,
#sklearn.gaussian_process.gpr.GaussianProcessRegressor,
sklearn.kernel_ridge.KernelRidge,
sklearn.linear_model.base.LinearRegression,
#sklearn.linear_model.bayes.ARDRegression, # takes a couple of hours
sklearn.linear_model.bayes.BayesianRidge,
sklearn.linear_model.coordinate_descent.ElasticNet,
sklearn.linear_model.coordinate_descent.ElasticNetCV,
sklearn.linear_model.coordinate_descent.Lasso,
sklearn.linear_model.coordinate_descent.LassoCV,
sklearn.linear_model.huber.HuberRegressor,
sklearn.linear_model.least_angle.Lars,
sklearn.linear_model.least_angle.LarsCV,
sklearn.linear_model.least_angle.LassoLars,
sklearn.linear_model.least_angle.LassoLarsCV,
sklearn.linear_model.least_angle.LassoLarsIC,
sklearn.linear_model.omp.OrthogonalMatchingPursuit,
sklearn.linear_model.omp.OrthogonalMatchingPursuitCV,
sklearn.linear_model.passive_aggressive.PassiveAggressiveRegressor,
sklearn.linear_model.ransac.RANSACRegressor,
sklearn.linear_model.ridge.Ridge,
sklearn.linear_model.ridge.RidgeCV,
sklearn.linear_model.stochastic_gradient.SGDRegressor,
#sklearn.linear_model.theil_sen.TheilSenRegressor, very slow
#sklearn.mixture.bayesian_mixture.BayesianGaussianMixture,
#sklearn.mixture.gaussian_mixture.GaussianMixture,
sklearn.neighbors.regression.KNeighborsRegressor,
#sklearn.neighbors.regression.RadiusNeighborsRegressor, returned nan
#sklearn.neural_network.multilayer_perceptron.MLPRegressor, slow, tried above
sklearn.svm.classes.LinearSVR,
sklearn.svm.classes.NuSVR,
#sklearn.svm.classes.OneClassSVM,
sklearn.svm.classes.SVR,
sklearn.tree.tree.DecisionTreeRegressor,
sklearn.tree.tree.ExtraTreeRegressor,
xgboost.XGBRegressor,
]
# run all the models
sharpe_list = []
mse_list = []
kendalltau_list = []
excess_tp_list = []
quintile_accuracy_list = []
directional_accuracy_list = []
keys = []
for estimator in estimators:
print(str(estimator)[8:-2])
backtestmodel = BacktestModel(X, Y,
create_model=estimator,
coef_dict_param="all",
startindex=FIRST_TRAIN_MONTHS,
fit_missing='mean',
scaler=None)
backtestmodel.gen_predictions(verbose=False)
backtestmodel.gen_returns(calc_returns, verbose=False)
backtestmodel.report_returns(start_date=start_date_str, freq='M')
backtestmodel.evaluate_predictions()
backtestmodel.evaluate_quantiles(chart=True, verbose=False)
keys.append(str(estimator)[8:-2])
sharpe_list.append(backtestmodel.sharpe)
mse_list.append(backtestmodel.mse)
kendalltau_list.append(backtestmodel.kendalltau)
excess_tp_list.append(backtestmodel.excess_tp)
quintile_accuracy_list.append(backtestmodel.quintile_accuracy)
directional_accuracy_list.append(backtestmodel.directional_accuracy)
print("---")
sklearn.ensemble.bagging.BaggingRegressor ................................................................................ 18:48:08 Still training step 80 of 563 ................................................................................ 18:49:12 Still training step 160 of 563 ................................................................................ 18:50:38 Still training step 240 of 563 ................................................................................ 18:52:28 Still training step 320 of 563 ................................................................................ 18:54:48 Still training step 400 of 563 ................................................................................ 18:57:39 Still training step 480 of 563 ................................................................................ 19:01:13 Still training step 560 of 563 ... Mean return: 1.622% Monthly Sharpe ratio: 0.348 OOS MSE across all predictions: 46.3171 In-sample MSE: 7.7592 Variance: 39.4097 R-squared: -0.1753 Avg rank correlation (Kendall's tau): 0.0093 (Expected: 0) 5-quintile accuracy: 0.2069 (Expected: 0.2) Long/short/flat accuracy: 0.4517 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 95.800000
--- sklearn.ensemble.forest.ExtraTreesRegressor ................................................................................ 19:01:56 Still training step 80 of 563 ................................................................................ 19:02:35 Still training step 160 of 563 ................................................................................ 19:03:23 Still training step 240 of 563 ................................................................................ 19:04:18 Still training step 320 of 563 ................................................................................ 19:05:22 Still training step 400 of 563 ................................................................................ 19:06:36 Still training step 480 of 563 ................................................................................ 19:08:01 Still training step 560 of 563 ... Mean return: 1.621% Monthly Sharpe ratio: 0.348 OOS MSE across all predictions: 47.0459 In-sample MSE: 0.0000 Variance: 39.4097 R-squared: -0.1938 Avg rank correlation (Kendall's tau): 0.0105 (Expected: 0) 5-quintile accuracy: 0.2028 (Expected: 0.2) Long/short/flat accuracy: 0.4509 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 92.800000
--- sklearn.ensemble.forest.RandomForestRegressor ................................................................................ 19:08:51 Still training step 80 of 563 ................................................................................ 19:09:55 Still training step 160 of 563 ................................................................................ 19:11:20 Still training step 240 of 563 ................................................................................ 19:13:09 Still training step 320 of 563 ................................................................................ 19:15:28 Still training step 400 of 563 ................................................................................ 19:18:18 Still training step 480 of 563 ................................................................................ 19:21:48 Still training step 560 of 563 ... Mean return: 1.896% Monthly Sharpe ratio: 0.426 OOS MSE across all predictions: 45.8743 In-sample MSE: 7.8784 Variance: 39.4097 R-squared: -0.1640 Avg rank correlation (Kendall's tau): 0.0230 (Expected: 0) 5-quintile accuracy: 0.2087 (Expected: 0.2) Long/short/flat accuracy: 0.4512 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 108.800000
--- sklearn.ensemble.gradient_boosting.GradientBoostingRegressor ................................................................................ 19:23:32 Still training step 80 of 563 ................................................................................ 19:25:28 Still training step 160 of 563 ................................................................................ 19:27:54 Still training step 240 of 563 ................................................................................ 19:30:45 Still training step 320 of 563 ................................................................................ 19:34:04 Still training step 400 of 563 ................................................................................ 19:37:53 Still training step 480 of 563 ................................................................................ 19:42:09 Still training step 560 of 563 ... Mean return: 2.007% Monthly Sharpe ratio: 0.439 OOS MSE across all predictions: 46.7213 In-sample MSE: 12.0030 Variance: 39.4097 R-squared: -0.1855 Avg rank correlation (Kendall's tau): 0.0196 (Expected: 0) 5-quintile accuracy: 0.2123 (Expected: 0.2) Long/short/flat accuracy: 0.4555 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 143.800000
--- sklearn.ensemble.weight_boosting.AdaBoostRegressor ................................................................................ 19:44:57 Still training step 80 of 563 ................................................................................ 19:47:55 Still training step 160 of 563 ................................................................................ 19:51:22 Still training step 240 of 563 ................................................................................ 19:55:17 Still training step 320 of 563 ................................................................................ 19:59:41 Still training step 400 of 563 ................................................................................ 20:04:36 Still training step 480 of 563 ................................................................................ 20:09:49 Still training step 560 of 563 ... Mean return: 2.121% Monthly Sharpe ratio: 0.455 OOS MSE across all predictions: 42.6787 In-sample MSE: 27.1000 Variance: 39.4097 R-squared: -0.0829 Avg rank correlation (Kendall's tau): 0.0186 (Expected: 0) 5-quintile accuracy: 0.2092 (Expected: 0.2) Long/short/flat accuracy: 0.4545 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 117.800000
--- sklearn.kernel_ridge.KernelRidge ................................................................................ 20:10:08 Still training step 80 of 563 ................................................................................ 20:10:10 Still training step 160 of 563 ................................................................................ 20:10:13 Still training step 240 of 563 ................................................................................ 20:10:18 Still training step 320 of 563 ................................................................................ 20:10:23 Still training step 400 of 563 ................................................................................ 20:10:29 Still training step 480 of 563 ................................................................................ 20:10:38 Still training step 560 of 563 ... Mean return: 2.553% Monthly Sharpe ratio: 0.471 OOS MSE across all predictions: 44.0938 In-sample MSE: 35.0781 Variance: 39.4097 R-squared: -0.1189 Avg rank correlation (Kendall's tau): 0.0243 (Expected: 0) 5-quintile accuracy: 0.2175 (Expected: 0.2) Long/short/flat accuracy: 0.4645 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 212.800000
--- sklearn.linear_model.base.LinearRegression ................................................................................ 20:10:41 Still training step 80 of 563 ................................................................................ 20:10:43 Still training step 160 of 563 ................................................................................ 20:10:45 Still training step 240 of 563 ................................................................................ 20:10:47 Still training step 320 of 563 ................................................................................ 20:10:50 Still training step 400 of 563 ................................................................................ 20:10:52 Still training step 480 of 563 ................................................................................ 20:10:54 Still training step 560 of 563 ... Mean return: 2.781% Monthly Sharpe ratio: 0.506 OOS MSE across all predictions: 43.8692 In-sample MSE: 34.7467 Variance: 39.4097 R-squared: -0.1132 Avg rank correlation (Kendall's tau): 0.0246 (Expected: 0) 5-quintile accuracy: 0.2161 (Expected: 0.2) Long/short/flat accuracy: 0.4657 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 225.800000
--- sklearn.linear_model.bayes.BayesianRidge ................................................................................ 20:10:59 Still training step 80 of 563 ................................................................................ 20:11:03 Still training step 160 of 563 ................................................................................ 20:11:07 Still training step 240 of 563 ................................................................................ 20:11:11 Still training step 320 of 563 ................................................................................ 20:11:15 Still training step 400 of 563 ................................................................................ 20:11:19 Still training step 480 of 563 ................................................................................ 20:11:23 Still training step 560 of 563 ... Mean return: 3.688% Monthly Sharpe ratio: 0.617 OOS MSE across all predictions: 39.7450 In-sample MSE: 36.0953 Variance: 39.4097 R-squared: -0.0085 Avg rank correlation (Kendall's tau): 0.0358 (Expected: 0) 5-quintile accuracy: 0.2222 (Expected: 0.2) Long/short/flat accuracy: 0.4631 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 225.800000
--- sklearn.linear_model.coordinate_descent.ElasticNet ................................................................................ 20:11:26 Still training step 80 of 563 ................................................................................ 20:11:28 Still training step 160 of 563 ................................................................................ 20:11:30 Still training step 240 of 563 ................................................................................ 20:11:31 Still training step 320 of 563 ................................................................................ 20:11:33 Still training step 400 of 563 ................................................................................ 20:11:35 Still training step 480 of 563 ................................................................................ 20:11:37 Still training step 560 of 563 ... Mean return: 3.145% Monthly Sharpe ratio: 0.530 OOS MSE across all predictions: 40.8226 In-sample MSE: 35.3600 Variance: 39.4097 R-squared: -0.0359 Avg rank correlation (Kendall's tau): 0.0332 (Expected: 0) 5-quintile accuracy: 0.2175 (Expected: 0.2) Long/short/flat accuracy: 0.4623 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 208.800000
--- sklearn.linear_model.coordinate_descent.ElasticNetCV ................................................................................ 20:14:07 Still training step 80 of 563 ................................................................................ 20:16:08 Still training step 160 of 563 ................................................................................ 20:17:57 Still training step 240 of 563 ................................................................................ 20:19:37 Still training step 320 of 563 ................................................................................ 20:21:10 Still training step 400 of 563 ................................................................................ 20:22:32 Still training step 480 of 563 ................................................................................ 20:24:02 Still training step 560 of 563 ... Mean return: 3.551% Monthly Sharpe ratio: 0.632 OOS MSE across all predictions: 39.8834 In-sample MSE: 36.3646 Variance: 39.4097 R-squared: -0.0120 Avg rank correlation (Kendall's tau): 0.0349 (Expected: 0) 5-quintile accuracy: 0.2161 (Expected: 0.2) Long/short/flat accuracy: 0.4572 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 196.800000
--- sklearn.linear_model.coordinate_descent.Lasso ................................................................................ 20:24:08 Still training step 80 of 563 ................................................................................ 20:24:09 Still training step 160 of 563 ................................................................................ 20:24:11 Still training step 240 of 563 ................................................................................ 20:24:12 Still training step 320 of 563 ................................................................................ 20:24:13 Still training step 400 of 563 ................................................................................ 20:24:15 Still training step 480 of 563 ................................................................................ 20:24:16 Still training step 560 of 563 ... Mean return: 3.739% Monthly Sharpe ratio: 0.639 OOS MSE across all predictions: 40.1141 In-sample MSE: 35.9242 Variance: 39.4097 R-squared: -0.0179 Avg rank correlation (Kendall's tau): 0.0356 (Expected: 0) 5-quintile accuracy: 0.2198 (Expected: 0.2) Long/short/flat accuracy: 0.4645 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 237.800000
--- sklearn.linear_model.coordinate_descent.LassoCV ................................................................................ 20:26:33 Still training step 80 of 563 ................................................................................ 20:28:42 Still training step 160 of 563 ................................................................................ 20:30:37 Still training step 240 of 563 ................................................................................ 20:32:20 Still training step 320 of 563 ................................................................................ 20:33:53 Still training step 400 of 563 ................................................................................ 20:35:20 Still training step 480 of 563 ................................................................................ 20:36:46 Still training step 560 of 563 ... Mean return: 3.323% Monthly Sharpe ratio: 0.587 OOS MSE across all predictions: 39.9025 In-sample MSE: 36.3649 Variance: 39.4097 R-squared: -0.0125 Avg rank correlation (Kendall's tau): 0.0312 (Expected: 0) 5-quintile accuracy: 0.2182 (Expected: 0.2) Long/short/flat accuracy: 0.4578 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 194.800000
--- sklearn.linear_model.huber.HuberRegressor ................................................................................ 20:37:15 Still training step 80 of 563 ................................................................................ 20:37:38 Still training step 160 of 563 ................................................................................ 20:38:04 Still training step 240 of 563 ................................................................................ 20:38:30 Still training step 320 of 563 ................................................................................ 20:38:57 Still training step 400 of 563 ................................................................................ 20:39:24 Still training step 480 of 563 ................................................................................ 20:39:53 Still training step 560 of 563 ... Mean return: 1.166% Monthly Sharpe ratio: 0.237 OOS MSE across all predictions: 43.6486 In-sample MSE: 35.1839 Variance: 39.4097 R-squared: -0.1076 Avg rank correlation (Kendall's tau): 0.0197 (Expected: 0) 5-quintile accuracy: 0.2088 (Expected: 0.2) Long/short/flat accuracy: 0.4536 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 126.800000
--- sklearn.linear_model.least_angle.Lars ................................................................................ 20:40:07 Still training step 80 of 563 ................................................................................ 20:40:18 Still training step 160 of 563 ................................................................................ 20:40:29 Still training step 240 of 563 ................................................................................ 20:40:40 Still training step 320 of 563 ................................................................................ 20:40:50 Still training step 400 of 563 ................................................................................ 20:41:00 Still training step 480 of 563 ................................................................................ 20:41:11 Still training step 560 of 563 ... Mean return: 2.210% Monthly Sharpe ratio: 0.414 OOS MSE across all predictions: 44.4498 In-sample MSE: 35.0373 Variance: 39.4097 R-squared: -0.1279 Avg rank correlation (Kendall's tau): 0.0218 (Expected: 0) 5-quintile accuracy: 0.2121 (Expected: 0.2) Long/short/flat accuracy: 0.4591 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 168.800000
--- sklearn.linear_model.least_angle.LarsCV ................................................................................ 20:41:47 Still training step 80 of 563 ................................................................................ 20:42:20 Still training step 160 of 563 ................................................................................ 20:42:54 Still training step 240 of 563 ................................................................................ 20:43:27 Still training step 320 of 563 ................................................................................ 20:44:01 Still training step 400 of 563 ................................................................................ 20:44:35 Still training step 480 of 563 ................................................................................ 20:45:10 Still training step 560 of 563 ... Mean return: 2.888% Monthly Sharpe ratio: 0.555 OOS MSE across all predictions: 39.8423 In-sample MSE: 36.4935 Variance: 39.4097 R-squared: -0.0110 Avg rank correlation (Kendall's tau): 0.0286 (Expected: 0) 5-quintile accuracy: 0.2165 (Expected: 0.2) Long/short/flat accuracy: 0.4562 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 178.800000
--- sklearn.linear_model.least_angle.LassoLars ................................................................................ 20:45:14 Still training step 80 of 563 ................................................................................ 20:45:15 Still training step 160 of 563 ................................................................................ 20:45:16 Still training step 240 of 563 ................................................................................ 20:45:17 Still training step 320 of 563 ................................................................................ 20:45:18 Still training step 400 of 563 ................................................................................ 20:45:20 Still training step 480 of 563 ................................................................................ 20:45:21 Still training step 560 of 563 ... Mean return: -1.129% Monthly Sharpe ratio: -0.178 OOS MSE across all predictions: 39.8418 In-sample MSE: 37.1900 Variance: 39.4097 R-squared: -0.0110 Avg rank correlation (Kendall's tau): -0.0030 (Expected: 0) 5-quintile accuracy: 0.2106 (Expected: 0.2) Long/short/flat accuracy: 0.4577 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 69.800000
--- sklearn.linear_model.least_angle.LassoLarsCV ................................................................................ 20:45:59 Still training step 80 of 563 ................................................................................ 20:46:33 Still training step 160 of 563 ................................................................................ 20:47:08 Still training step 240 of 563 ................................................................................ 20:47:42 Still training step 320 of 563 ................................................................................ 20:48:17 Still training step 400 of 563 ................................................................................ 20:48:53 Still training step 480 of 563 ................................................................................ 20:49:29 Still training step 560 of 563 ... Mean return: 3.084% Monthly Sharpe ratio: 0.594 OOS MSE across all predictions: 39.8093 In-sample MSE: 36.4704 Variance: 39.4097 R-squared: -0.0101 Avg rank correlation (Kendall's tau): 0.0301 (Expected: 0) 5-quintile accuracy: 0.2159 (Expected: 0.2) Long/short/flat accuracy: 0.4557 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 177.800000
--- sklearn.linear_model.least_angle.LassoLarsIC ................................................................................ 20:49:43 Still training step 80 of 563 ................................................................................ 20:49:56 Still training step 160 of 563 ................................................................................ 20:50:07 Still training step 240 of 563 ................................................................................ 20:50:20 Still training step 320 of 563 ................................................................................ 20:50:31 Still training step 400 of 563 ................................................................................ 20:50:42 Still training step 480 of 563 ................................................................................ 20:50:53 Still training step 560 of 563 ... Mean return: 3.077% Monthly Sharpe ratio: 0.553 OOS MSE across all predictions: 40.0227 In-sample MSE: 36.1107 Variance: 39.4097 R-squared: -0.0156 Avg rank correlation (Kendall's tau): 0.0331 (Expected: 0) 5-quintile accuracy: 0.2187 (Expected: 0.2) Long/short/flat accuracy: 0.4599 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 198.800000
--- sklearn.linear_model.omp.OrthogonalMatchingPursuit ................................................................................ 20:50:57 Still training step 80 of 563 ................................................................................ 20:50:58 Still training step 160 of 563 ................................................................................ 20:51:00 Still training step 240 of 563 ................................................................................ 20:51:01 Still training step 320 of 563 ................................................................................ 20:51:03 Still training step 400 of 563 ................................................................................ 20:51:05 Still training step 480 of 563 ................................................................................ 20:51:06 Still training step 560 of 563 ... Mean return: 3.374% Monthly Sharpe ratio: 0.635 OOS MSE across all predictions: 40.8778 In-sample MSE: 36.0094 Variance: 39.4097 R-squared: -0.0373 Avg rank correlation (Kendall's tau): 0.0348 (Expected: 0) 5-quintile accuracy: 0.2148 (Expected: 0.2) Long/short/flat accuracy: 0.4580 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 195.800000
--- sklearn.linear_model.omp.OrthogonalMatchingPursuitCV ................................................................................ 20:51:14 Still training step 80 of 563 ................................................................................ 20:51:20 Still training step 160 of 563 ................................................................................ 20:51:27 Still training step 240 of 563 ................................................................................ 20:51:34 Still training step 320 of 563 ................................................................................ 20:51:41 Still training step 400 of 563 ................................................................................ 20:51:48 Still training step 480 of 563 ................................................................................ 20:51:56 Still training step 560 of 563 ... Mean return: 2.559% Monthly Sharpe ratio: 0.485 OOS MSE across all predictions: 40.2359 In-sample MSE: 36.3857 Variance: 39.4097 R-squared: -0.0210 Avg rank correlation (Kendall's tau): 0.0312 (Expected: 0) 5-quintile accuracy: 0.2131 (Expected: 0.2) Long/short/flat accuracy: 0.4642 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 221.800000
--- sklearn.linear_model.passive_aggressive.PassiveAggressiveRegressor ................................................................................ 20:51:59 Still training step 80 of 563 ................................................................................ 20:52:00 Still training step 160 of 563 ................................................................................ 20:52:01 Still training step 240 of 563 ................................................................................ 20:52:02 Still training step 320 of 563 ................................................................................ 20:52:03 Still training step 400 of 563 ................................................................................ 20:52:05 Still training step 480 of 563 ................................................................................ 20:52:07 Still training step 560 of 563 ... Mean return: 0.651% Monthly Sharpe ratio: 0.171 OOS MSE across all predictions: 114.1277 In-sample MSE: 119.3970 Variance: 39.4097 R-squared: -1.8959 Avg rank correlation (Kendall's tau): 0.0089 (Expected: 0) 5-quintile accuracy: 0.2031 (Expected: 0.2) Long/short/flat accuracy: 0.4440 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 41.800000
--- sklearn.linear_model.ransac.RANSACRegressor ................................................................................ 20:54:04 Still training step 80 of 563 ................................................................................ 20:55:56 Still training step 160 of 563 ................................................................................ 20:57:55 Still training step 240 of 563 ................................................................................ 20:59:51 Still training step 320 of 563 ................................................................................ 21:01:48 Still training step 400 of 563 ................................................................................ 21:03:43 Still training step 480 of 563 ................................................................................ 21:05:55 Still training step 560 of 563 ... Mean return: 0.151% Monthly Sharpe ratio: 0.057 OOS MSE across all predictions: 211.3817 In-sample MSE: 161.3363 Variance: 39.4097 R-squared: -4.3637 Avg rank correlation (Kendall's tau): 0.0064 (Expected: 0) 5-quintile accuracy: 0.2049 (Expected: 0.2) Long/short/flat accuracy: 0.4471 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 59.800000
--- sklearn.linear_model.ridge.Ridge ................................................................................ 21:06:04 Still training step 80 of 563 ................................................................................ 21:06:05 Still training step 160 of 563 ................................................................................ 21:06:06 Still training step 240 of 563 ................................................................................ 21:06:08 Still training step 320 of 563 ................................................................................ 21:06:09 Still training step 400 of 563 ................................................................................ 21:06:11 Still training step 480 of 563 ................................................................................ 21:06:12 Still training step 560 of 563 ... Mean return: 2.772% Monthly Sharpe ratio: 0.504 OOS MSE across all predictions: 43.8617 In-sample MSE: 34.7467 Variance: 39.4097 R-squared: -0.1130 Avg rank correlation (Kendall's tau): 0.0245 (Expected: 0) 5-quintile accuracy: 0.2162 (Expected: 0.2) Long/short/flat accuracy: 0.4658 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 225.800000
--- sklearn.linear_model.ridge.RidgeCV ................................................................................ 21:06:16 Still training step 80 of 563 ................................................................................ 21:06:19 Still training step 160 of 563 ................................................................................ 21:06:22 Still training step 240 of 563 ................................................................................ 21:06:25 Still training step 320 of 563 ................................................................................ 21:06:29 Still training step 400 of 563 ................................................................................ 21:06:32 Still training step 480 of 563 ................................................................................ 21:06:36 Still training step 560 of 563 ... Mean return: 2.762% Monthly Sharpe ratio: 0.502 OOS MSE across all predictions: 43.7969 In-sample MSE: 34.7467 Variance: 39.4097 R-squared: -0.1113 Avg rank correlation (Kendall's tau): 0.0249 (Expected: 0) 5-quintile accuracy: 0.2159 (Expected: 0.2) Long/short/flat accuracy: 0.4657 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 223.800000
--- sklearn.linear_model.stochastic_gradient.SGDRegressor ................................................................................ 21:06:38 Still training step 80 of 563 ................................................................................ 21:06:39 Still training step 160 of 563 ................................................................................ 21:06:40 Still training step 240 of 563 ................................................................................ 21:06:42 Still training step 320 of 563 ................................................................................ 21:06:43 Still training step 400 of 563 ................................................................................ 21:06:45 Still training step 480 of 563 ................................................................................ 21:06:47 Still training step 560 of 563 ... Mean return: -0.595% Monthly Sharpe ratio: -0.117 OOS MSE across all predictions: 571404838492053356675072.0000 In-sample MSE: 421680468477180838412288.0000 Variance: 39.4097 R-squared: -14499083507025928257536.0000 Avg rank correlation (Kendall's tau): 0.0030 (Expected: 0) 5-quintile accuracy: 0.2043 (Expected: 0.2) Long/short/flat accuracy: 0.4379 (Expected: 0.44) Excess true positive in quintiles 1 + 5: -22.200000
--- sklearn.neighbors.regression.KNeighborsRegressor ................................................................................ 21:06:49 Still training step 80 of 563 ................................................................................ 21:06:51 Still training step 160 of 563 ................................................................................ 21:06:52 Still training step 240 of 563 ................................................................................ 21:06:54 Still training step 320 of 563 ................................................................................ 21:06:55 Still training step 400 of 563 ................................................................................ 21:06:57 Still training step 480 of 563 ................................................................................ 21:06:59 Still training step 560 of 563 ... Mean return: 2.146% Monthly Sharpe ratio: 0.425 OOS MSE across all predictions: 43.9342 In-sample MSE: 27.8144 Variance: 39.4097 R-squared: -0.1148 Avg rank correlation (Kendall's tau): 0.0211 (Expected: 0) 5-quintile accuracy: 0.2122 (Expected: 0.2) Long/short/flat accuracy: 0.4632 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 194.800000
--- sklearn.svm.classes.LinearSVR ................................................................................ 21:07:21 Still training step 80 of 563 ................................................................................ 21:07:51 Still training step 160 of 563 ................................................................................ 21:08:32 Still training step 240 of 563 ................................................................................ 21:09:24 Still training step 320 of 563 ................................................................................ 21:10:28 Still training step 400 of 563 ................................................................................ 21:11:43 Still training step 480 of 563 ................................................................................ 21:13:13 Still training step 560 of 563 ... Mean return: 1.406% Monthly Sharpe ratio: 0.294 OOS MSE across all predictions: 45.2418 In-sample MSE: 36.4204 Variance: 39.4097 R-squared: -0.1480 Avg rank correlation (Kendall's tau): 0.0177 (Expected: 0) 5-quintile accuracy: 0.2123 (Expected: 0.2) Long/short/flat accuracy: 0.4543 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 118.800000
--- sklearn.svm.classes.NuSVR ................................................................................ 21:13:23 Still training step 80 of 563 ................................................................................ 21:13:33 Still training step 160 of 563 ................................................................................ 21:13:49 Still training step 240 of 563 ................................................................................ 21:14:12 Still training step 320 of 563 ................................................................................ 21:14:46 Still training step 400 of 563 ................................................................................ 21:15:34 Still training step 480 of 563 ................................................................................ 21:16:34 Still training step 560 of 563 ... Mean return: -0.893% Monthly Sharpe ratio: -0.155 OOS MSE across all predictions: 39.8554 In-sample MSE: 30.3893 Variance: 39.4097 R-squared: -0.0113 Avg rank correlation (Kendall's tau): -0.0023 (Expected: 0) 5-quintile accuracy: 0.2118 (Expected: 0.2) Long/short/flat accuracy: 0.4644 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 115.800000
--- sklearn.svm.classes.SVR ................................................................................ 21:16:44 Still training step 80 of 563 ................................................................................ 21:16:55 Still training step 160 of 563 ................................................................................ 21:17:13 Still training step 240 of 563 ................................................................................ 21:17:41 Still training step 320 of 563 ................................................................................ 21:18:20 Still training step 400 of 563 ................................................................................ 21:19:14 Still training step 480 of 563 ................................................................................ 21:20:25 Still training step 560 of 563 ... Mean return: -0.596% Monthly Sharpe ratio: -0.074 OOS MSE across all predictions: 39.8821 In-sample MSE: 29.1823 Variance: 39.4097 R-squared: -0.0120 Avg rank correlation (Kendall's tau): -0.0001 (Expected: 0) 5-quintile accuracy: 0.2056 (Expected: 0.2) Long/short/flat accuracy: 0.4507 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 59.800000
--- sklearn.tree.tree.DecisionTreeRegressor ................................................................................ 21:20:37 Still training step 80 of 563 ................................................................................ 21:20:47 Still training step 160 of 563 ................................................................................ 21:21:01 Still training step 240 of 563 ................................................................................ 21:21:19 Still training step 320 of 563 ................................................................................ 21:21:43 Still training step 400 of 563 ................................................................................ 21:22:14 Still training step 480 of 563 ................................................................................ 21:22:54 Still training step 560 of 563 ... Mean return: 0.499% Monthly Sharpe ratio: 0.132 OOS MSE across all predictions: 83.2643 In-sample MSE: 0.0000 Variance: 39.4097 R-squared: -1.1128 Avg rank correlation (Kendall's tau): 0.0032 (Expected: 0) 5-quintile accuracy: 0.2046 (Expected: 0.2) Long/short/flat accuracy: 0.4465 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 40.800000
--- sklearn.tree.tree.ExtraTreeRegressor ................................................................................ 21:22:59 Still training step 80 of 563 ................................................................................ 21:23:02 Still training step 160 of 563 ................................................................................ 21:23:06 Still training step 240 of 563 ................................................................................ 21:23:11 Still training step 320 of 563 ................................................................................ 21:23:17 Still training step 400 of 563 ................................................................................ 21:23:23 Still training step 480 of 563 ................................................................................ 21:23:31 Still training step 560 of 563 ... Mean return: -0.107% Monthly Sharpe ratio: -0.003 OOS MSE across all predictions: 81.0315 In-sample MSE: 0.0000 Variance: 39.4097 R-squared: -1.0561 Avg rank correlation (Kendall's tau): 0.0041 (Expected: 0) 5-quintile accuracy: 0.2036 (Expected: 0.2) Long/short/flat accuracy: 0.4429 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 20.800000
--- xgboost.sklearn.XGBRegressor ................................................................................ 21:24:40 Still training step 80 of 563 ................................................................................ 21:26:07 Still training step 160 of 563 ................................................................................ 21:27:54 Still training step 240 of 563 ................................................................................ 21:30:03 Still training step 320 of 563 ................................................................................ 21:32:31 Still training step 400 of 563 ................................................................................ 21:35:14 Still training step 480 of 563 ................................................................................ 21:38:17 Still training step 560 of 563 ... Mean return: 2.176% Monthly Sharpe ratio: 0.451 OOS MSE across all predictions: 45.7959 In-sample MSE: 12.9654 Variance: 39.4097 R-squared: -0.1620 Avg rank correlation (Kendall's tau): 0.0209 (Expected: 0) 5-quintile accuracy: 0.2125 (Expected: 0.2) Long/short/flat accuracy: 0.4567 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 143.800000
---
# make a dataframe with all the metrics
est_names = [str(estimator)[8:-2] for estimator in estimators]
skmetricsframe = pd.DataFrame(list(zip(est_names, mse_list, sharpe_list, quintile_accuracy_list, directional_accuracy_list,
kendalltau_list, excess_tp_list)), columns = ['name', 'mse', 'sharpe', 'quantile_score',
'direction_score', 'kendalltau',
'truepositive_score'])
skmetricsframe.to_csv("sklearn_metrics.csv")
skmetricsframe = pd.read_csv("sklearn_metrics.csv")[['name','mse','sharpe','quantile_score','direction_score','kendalltau','truepositive_score']]
skmetricsframe
name | mse | sharpe | quantile_score | direction_score | kendalltau | truepositive_score | |
---|---|---|---|---|---|---|---|
0 | sklearn.ensemble.bagging.BaggingRegressor | 4.631706e+01 | 0.347628 | 0.206927 | 0.451687 | 0.009345 | 95.8 |
1 | sklearn.ensemble.forest.ExtraTreesRegressor | 4.704587e+01 | 0.347894 | 0.202783 | 0.450918 | 0.010499 | 92.8 |
2 | sklearn.ensemble.forest.RandomForestRegressor | 4.587427e+01 | 0.426140 | 0.208703 | 0.451155 | 0.023036 | 108.8 |
3 | sklearn.ensemble.gradient_boosting.GradientBoo... | 4.672127e+01 | 0.438654 | 0.212256 | 0.455536 | 0.019600 | 143.8 |
4 | sklearn.ensemble.weight_boosting.AdaBoostRegre... | 4.267869e+01 | 0.455107 | 0.209177 | 0.454529 | 0.018622 | 117.8 |
5 | sklearn.kernel_ridge.KernelRidge | 4.409376e+01 | 0.470771 | 0.217525 | 0.464535 | 0.024320 | 212.8 |
6 | sklearn.linear_model.base.LinearRegression | 4.386915e+01 | 0.505614 | 0.216104 | 0.465719 | 0.024582 | 225.8 |
7 | sklearn.linear_model.bayes.BayesianRidge | 3.974497e+01 | 0.617092 | 0.222202 | 0.463055 | 0.035759 | 225.8 |
8 | sklearn.linear_model.coordinate_descent.Elasti... | 4.082259e+01 | 0.530175 | 0.217466 | 0.462285 | 0.033173 | 208.8 |
9 | sklearn.linear_model.coordinate_descent.Elasti... | 3.988343e+01 | 0.631561 | 0.216104 | 0.457194 | 0.034866 | 196.8 |
10 | sklearn.linear_model.coordinate_descent.Lasso | 4.011411e+01 | 0.638542 | 0.219775 | 0.464535 | 0.035614 | 237.8 |
11 | sklearn.linear_model.coordinate_descent.LassoCV | 3.990249e+01 | 0.587410 | 0.218176 | 0.457845 | 0.031224 | 194.8 |
12 | sklearn.linear_model.huber.HuberRegressor | 4.364859e+01 | 0.236716 | 0.208763 | 0.453641 | 0.019700 | 126.8 |
13 | sklearn.linear_model.least_angle.Lars | 4.444981e+01 | 0.414346 | 0.212078 | 0.459088 | 0.021829 | 168.8 |
14 | sklearn.linear_model.least_angle.LarsCV | 3.984230e+01 | 0.555057 | 0.216459 | 0.456246 | 0.028631 | 178.8 |
15 | sklearn.linear_model.least_angle.LassoLars | 3.984176e+01 | -0.178359 | 0.210598 | 0.457726 | -0.002977 | 69.8 |
16 | sklearn.linear_model.least_angle.LassoLarsCV | 3.980927e+01 | 0.593553 | 0.215867 | 0.455654 | 0.030060 | 177.8 |
17 | sklearn.linear_model.least_angle.LassoLarsIC | 4.002268e+01 | 0.552577 | 0.218709 | 0.459917 | 0.033081 | 198.8 |
18 | sklearn.linear_model.omp.OrthogonalMatchingPur... | 4.087777e+01 | 0.634678 | 0.214802 | 0.457963 | 0.034756 | 195.8 |
19 | sklearn.linear_model.omp.OrthogonalMatchingPur... | 4.023591e+01 | 0.484944 | 0.213144 | 0.464239 | 0.031216 | 221.8 |
20 | sklearn.linear_model.passive_aggressive.Passiv... | 1.141277e+02 | 0.170827 | 0.203079 | 0.443991 | 0.008899 | 41.8 |
21 | sklearn.linear_model.ransac.RANSACRegressor | 2.113817e+02 | 0.056662 | 0.204855 | 0.447069 | 0.006422 | 59.8 |
22 | sklearn.linear_model.ridge.Ridge | 4.386174e+01 | 0.504029 | 0.216223 | 0.465779 | 0.024549 | 225.8 |
23 | sklearn.linear_model.ridge.RidgeCV | 4.379693e+01 | 0.501655 | 0.215867 | 0.465719 | 0.024859 | 223.8 |
24 | sklearn.linear_model.stochastic_gradient.SGDRe... | 5.714048e+23 | -0.117225 | 0.204322 | 0.437892 | 0.002974 | -22.2 |
25 | sklearn.neighbors.regression.KNeighborsRegressor | 4.393418e+01 | 0.425237 | 0.212197 | 0.463173 | 0.021090 | 194.8 |
26 | sklearn.svm.classes.LinearSVR | 4.524177e+01 | 0.293607 | 0.212315 | 0.454292 | 0.017737 | 118.8 |
27 | sklearn.svm.classes.NuSVR | 3.985537e+01 | -0.154537 | 0.211841 | 0.464417 | -0.002250 | 115.8 |
28 | sklearn.svm.classes.SVR | 3.988209e+01 | -0.073521 | 0.205625 | 0.450740 | -0.000113 | 59.8 |
29 | sklearn.tree.tree.DecisionTreeRegressor | 8.326431e+01 | 0.131635 | 0.204559 | 0.446477 | 0.003219 | 40.8 |
30 | sklearn.tree.tree.ExtraTreeRegressor | 8.103148e+01 | -0.003014 | 0.203612 | 0.442925 | 0.004087 | 20.8 |
31 | xgboost.sklearn.XGBRegressor | 4.579588e+01 | 0.450979 | 0.212493 | 0.456661 | 0.020851 | 143.8 |
with open('sklearn_table.html', 'w') as fo:
skmetricsframe.sort_values(['kendalltau'], ascending=False).iloc[:12,:].to_html(fo, float_format=lambda x: '%.3f' % x)
# SGDRegressor diverged to 6.309236364118325e+23, omit out of range values for scatter chart
mse_list = skmetricsframe['mse'].values
mse_list = [x if x < 75 else np.nan for x in mse_list]
mse_list[24] = np.nan
sharpe_list = skmetricsframe['sharpe'].values
kendalltau_list = skmetricsframe['kendalltau'].values
excess_tp_list = skmetricsframe['truepositive_score'].values
quintile_accuracy_list = skmetricsframe['quantile_score'].values
directional_accuracy_list = skmetricsframe['direction_score'].values
# exclude > 100
#mse_list[20] = np.nan
#mse_list[21] = np.nan
myscatter(mse_list, sharpe_list, title="Sharpe vs. MSE")
myscatter(quintile_accuracy_list, sharpe_list, title="Sharpe vs. Quantile Accuracy")
myscatter(directional_accuracy_list, sharpe_list, title="Sharpe vs. Directional Accuracy")
myscatter(kendalltau_list, sharpe_list, title="Sharpe vs. Kendall's Tau")
myscatter(excess_tp_list, sharpe_list, title="Sharpe vs. True Positives")
# 4-way plot for blog post
fig = plotly.tools.make_subplots(rows=2, cols=2, subplot_titles=('MSE', 'Quintile Accuracy','Direction Accuracy', "Kendall's tau"))
fig.append_trace(Scatter(
x = mse_list,
y = sharpe_list,
mode = 'markers'
), row=1, col=1)
fig.append_trace(Scatter(
x = quintile_accuracy_list,
y = sharpe_list,
mode = 'markers'
), row=1, col=2)
fig.append_trace(Scatter(
x = directional_accuracy_list,
y = sharpe_list,
mode = 'markers'
), row=2, col=1)
fig.append_trace(Scatter(
x = kendalltau_list,
y = sharpe_list,
mode = 'markers'
), row=2, col=2)
fig['layout'].update(height=1000, width=1000, title='Sharpe ratio scatters vs.')
iplot(fig)
This is the format of your plot grid: [ (1,1) x1,y1 ] [ (1,2) x2,y2 ] [ (2,1) x3,y3 ] [ (2,2) x4,y4 ]
corrmatrix = skmetricsframe[['sharpe', 'mse', 'kendalltau',
'quantile_score', 'direction_score', 'truepositive_score']].corr()
corrmatrix
sharpe | mse | kendalltau | quantile_score | direction_score | truepositive_score | |
---|---|---|---|---|---|---|
sharpe | 1.000000 | -0.348010 | 0.946968 | 0.727219 | 0.560134 | 0.837878 |
mse | -0.348010 | 1.000000 | -0.250881 | -0.258240 | -0.459354 | -0.424717 |
kendalltau | 0.946968 | -0.250881 | 1.000000 | 0.816024 | 0.588964 | 0.864916 |
quantile_score | 0.727219 | -0.258240 | 0.816024 | 1.000000 | 0.820871 | 0.903356 |
direction_score | 0.560134 | -0.459354 | 0.588964 | 0.820871 | 1.000000 | 0.904553 |
truepositive_score | 0.837878 | -0.424717 | 0.864916 | 0.903356 | 0.904553 | 1.000000 |
with open('sklearn_corr.html', 'w') as fo:
corrmatrix.to_html(fo, float_format=lambda x: '%.3f' % x)
fig, ax = plt.subplots(figsize=(10,10))
sns.heatmap(corrmatrix, annot=True, fmt='.3f')
plt.show()
sharpe_list = []
mse_list = []
kendalltau_list = []
excess_tp_list = []
quintile_accuracy_list = []
directional_accuracy_list = []
keys = []
def create_model(params):
alpha, l1_ratio = params
def myclosure():
return sklearn.linear_model.ElasticNet(alpha=alpha, l1_ratio=l1_ratio)
return myclosure
alphas = [1, 3, 10, 30, 100]
l1_ratios = [.01, .05, .1, .5, .667, .75, .9, .95, .99, 1] # 1 = LASSO, 0 = Ridge
params_list = list(product(alphas, l1_ratios))
model_list = list(map(create_model, params_list))
for i in range(len(params_list)):
print(params_list[i])
estimator = model_list[i]
backtestmodel = BacktestModel(X, Y,
create_model=estimator,
coef_dict_param="all",
startindex=FIRST_TRAIN_MONTHS,
fit_missing='mean',
scaler=None)
#backtestmodel.walkforward_xval(n_splits=5, verbose=False)
backtestmodel.gen_predictions(verbose=False)
backtestmodel.gen_returns(calc_returns, verbose=False)
backtestmodel.report_returns(start_date=start_date_str, freq='M')
backtestmodel.evaluate_predictions()
backtestmodel.evaluate_quantiles(chart=False, verbose=False)
keys.append(str(estimator)[8:-2])
sharpe_list.append(backtestmodel.sharpe)
mse_list.append(backtestmodel.mse)
kendalltau_list.append(backtestmodel.kendalltau)
excess_tp_list.append(backtestmodel.excess_tp)
quintile_accuracy_list.append(backtestmodel.quintile_accuracy)
directional_accuracy_list.append(backtestmodel.directional_accuracy)
print("---")
(1, 0.01) ................................................................................ 23:03:27 Still training step 80 of 563 ................................................................................ 23:03:32 Still training step 160 of 563 ................................................................................ 23:03:37 Still training step 240 of 563 ................................................................................ 23:03:43 Still training step 320 of 563 ................................................................................ 23:03:49 Still training step 400 of 563 ................................................................................ 23:03:54 Still training step 480 of 563 ................................................................................ 23:03:59 Still training step 560 of 563 ... Mean return: 2.797% Monthly Sharpe ratio: 0.507 OOS MSE across all predictions: 42.5880 In-sample MSE: 34.7849 Variance: 39.4097 R-squared: -0.0806 Avg rank correlation (Kendall's tau): 0.0275 (Expected: 0) 5-quintile accuracy: 0.2163 (Expected: 0.2) Long/short/flat accuracy: 0.4649 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 223.800000 --- (1, 0.05) ................................................................................ 23:04:04 Still training step 80 of 563 ................................................................................ 23:04:08 Still training step 160 of 563 ................................................................................ 23:04:12 Still training step 240 of 563 ................................................................................ 23:04:16 Still training step 320 of 563 ................................................................................ 23:04:20 Still training step 400 of 563 ................................................................................ 23:04:24 Still training step 480 of 563 ................................................................................ 23:04:28 Still training step 560 of 563 ... Mean return: 2.817% Monthly Sharpe ratio: 0.508 OOS MSE across all predictions: 42.3845 In-sample MSE: 34.8097 Variance: 39.4097 R-squared: -0.0755 Avg rank correlation (Kendall's tau): 0.0286 (Expected: 0) 5-quintile accuracy: 0.2171 (Expected: 0.2) Long/short/flat accuracy: 0.4651 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 222.800000 --- (1, 0.1) ................................................................................ 23:04:32 Still training step 80 of 563 ................................................................................ 23:04:36 Still training step 160 of 563 ................................................................................ 23:04:39 Still training step 240 of 563 ................................................................................ 23:04:42 Still training step 320 of 563 ................................................................................ 23:04:46 Still training step 400 of 563 ................................................................................ 23:04:49 Still training step 480 of 563 ................................................................................ 23:04:52 Still training step 560 of 563 ... Mean return: 3.101% Monthly Sharpe ratio: 0.547 OOS MSE across all predictions: 42.1476 In-sample MSE: 34.8508 Variance: 39.4097 R-squared: -0.0695 Avg rank correlation (Kendall's tau): 0.0302 (Expected: 0) 5-quintile accuracy: 0.2170 (Expected: 0.2) Long/short/flat accuracy: 0.4649 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 228.800000 --- (1, 0.5) ................................................................................ 23:04:55 Still training step 80 of 563 ................................................................................ 23:04:57 Still training step 160 of 563 ................................................................................ 23:04:58 Still training step 240 of 563 ................................................................................ 23:05:00 Still training step 320 of 563 ................................................................................ 23:05:02 Still training step 400 of 563 ................................................................................ 23:05:04 Still training step 480 of 563 ................................................................................ 23:05:06 Still training step 560 of 563 ... Mean return: 3.145% Monthly Sharpe ratio: 0.530 OOS MSE across all predictions: 40.8226 In-sample MSE: 35.3600 Variance: 39.4097 R-squared: -0.0359 Avg rank correlation (Kendall's tau): 0.0332 (Expected: 0) 5-quintile accuracy: 0.2175 (Expected: 0.2) Long/short/flat accuracy: 0.4623 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 208.800000 --- (1, 0.667) ................................................................................ 23:05:08 Still training step 80 of 563 ................................................................................ 23:05:10 Still training step 160 of 563 ................................................................................ 23:05:11 Still training step 240 of 563 ................................................................................ 23:05:12 Still training step 320 of 563 ................................................................................ 23:05:14 Still training step 400 of 563 ................................................................................ 23:05:16 Still training step 480 of 563 ................................................................................ 23:05:18 Still training step 560 of 563 ... Mean return: 3.345% Monthly Sharpe ratio: 0.561 OOS MSE across all predictions: 40.5071 In-sample MSE: 35.5823 Variance: 39.4097 R-squared: -0.0278 Avg rank correlation (Kendall's tau): 0.0342 (Expected: 0) 5-quintile accuracy: 0.2181 (Expected: 0.2) Long/short/flat accuracy: 0.4638 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 221.800000 --- (1, 0.75) ................................................................................ 23:05:20 Still training step 80 of 563 ................................................................................ 23:05:21 Still training step 160 of 563 ................................................................................ 23:05:22 Still training step 240 of 563 ................................................................................ 23:05:24 Still training step 320 of 563 ................................................................................ 23:05:25 Still training step 400 of 563 ................................................................................ 23:05:27 Still training step 480 of 563 ................................................................................ 23:05:29 Still training step 560 of 563 ... Mean return: 3.380% Monthly Sharpe ratio: 0.569 OOS MSE across all predictions: 40.3864 In-sample MSE: 35.6845 Variance: 39.4097 R-squared: -0.0248 Avg rank correlation (Kendall's tau): 0.0349 (Expected: 0) 5-quintile accuracy: 0.2168 (Expected: 0.2) Long/short/flat accuracy: 0.4632 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 219.800000 --- (1, 0.9) ................................................................................ 23:05:31 Still training step 80 of 563 ................................................................................ 23:05:33 Still training step 160 of 563 ................................................................................ 23:05:34 Still training step 240 of 563 ................................................................................ 23:05:35 Still training step 320 of 563 ................................................................................ 23:05:37 Still training step 400 of 563 ................................................................................ 23:05:38 Still training step 480 of 563 ................................................................................ 23:05:40 Still training step 560 of 563 ... Mean return: 3.489% Monthly Sharpe ratio: 0.595 OOS MSE across all predictions: 40.2090 In-sample MSE: 35.8391 Variance: 39.4097 R-squared: -0.0203 Avg rank correlation (Kendall's tau): 0.0351 (Expected: 0) 5-quintile accuracy: 0.2201 (Expected: 0.2) Long/short/flat accuracy: 0.4649 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 235.800000 --- (1, 0.95) ................................................................................ 23:05:42 Still training step 80 of 563 ................................................................................ 23:05:43 Still training step 160 of 563 ................................................................................ 23:05:45 Still training step 240 of 563 ................................................................................ 23:05:46 Still training step 320 of 563 ................................................................................ 23:05:47 Still training step 400 of 563 ................................................................................ 23:05:49 Still training step 480 of 563 ................................................................................ 23:05:50 Still training step 560 of 563 ... Mean return: 3.635% Monthly Sharpe ratio: 0.616 OOS MSE across all predictions: 40.1591 In-sample MSE: 35.8831 Variance: 39.4097 R-squared: -0.0190 Avg rank correlation (Kendall's tau): 0.0350 (Expected: 0) 5-quintile accuracy: 0.2187 (Expected: 0.2) Long/short/flat accuracy: 0.4642 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 233.800000 --- (1, 0.99) ................................................................................ 23:05:52 Still training step 80 of 563 ................................................................................ 23:05:54 Still training step 160 of 563 ................................................................................ 23:05:55 Still training step 240 of 563 ................................................................................ 23:05:56 Still training step 320 of 563 ................................................................................ 23:05:57 Still training step 400 of 563 ................................................................................ 23:05:59 Still training step 480 of 563 ................................................................................ 23:06:00 Still training step 560 of 563 ... Mean return: 3.634% Monthly Sharpe ratio: 0.621 OOS MSE across all predictions: 40.1226 In-sample MSE: 35.9160 Variance: 39.4097 R-squared: -0.0181 Avg rank correlation (Kendall's tau): 0.0355 (Expected: 0) 5-quintile accuracy: 0.2199 (Expected: 0.2) Long/short/flat accuracy: 0.4648 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 236.800000 --- (1, 1) ................................................................................ 23:06:02 Still training step 80 of 563 ................................................................................ 23:06:04 Still training step 160 of 563 ................................................................................ 23:06:05 Still training step 240 of 563 ................................................................................ 23:06:06 Still training step 320 of 563 ................................................................................ 23:06:07 Still training step 400 of 563 ................................................................................ 23:06:09 Still training step 480 of 563 ................................................................................ 23:06:10 Still training step 560 of 563 ... Mean return: 3.739% Monthly Sharpe ratio: 0.639 OOS MSE across all predictions: 40.1141 In-sample MSE: 35.9242 Variance: 39.4097 R-squared: -0.0179 Avg rank correlation (Kendall's tau): 0.0356 (Expected: 0) 5-quintile accuracy: 0.2198 (Expected: 0.2) Long/short/flat accuracy: 0.4645 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 237.800000 --- (3, 0.01) ................................................................................ 23:06:14 Still training step 80 of 563 ................................................................................ 23:06:18 Still training step 160 of 563 ................................................................................ 23:06:21 Still training step 240 of 563 ................................................................................ 23:06:25 Still training step 320 of 563 ................................................................................ 23:06:29 Still training step 400 of 563 ................................................................................ 23:06:32 Still training step 480 of 563 ................................................................................ 23:06:36 Still training step 560 of 563 ... Mean return: 3.201% Monthly Sharpe ratio: 0.564 OOS MSE across all predictions: 41.4506 In-sample MSE: 34.9378 Variance: 39.4097 R-squared: -0.0518 Avg rank correlation (Kendall's tau): 0.0336 (Expected: 0) 5-quintile accuracy: 0.2171 (Expected: 0.2) Long/short/flat accuracy: 0.4650 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 234.800000 --- (3, 0.05) ................................................................................ 23:06:39 Still training step 80 of 563 ................................................................................ 23:06:42 Still training step 160 of 563 ................................................................................ 23:06:44 Still training step 240 of 563 ................................................................................ 23:06:47 Still training step 320 of 563 ................................................................................ 23:06:49 Still training step 400 of 563 ................................................................................ 23:06:52 Still training step 480 of 563 ................................................................................ 23:06:55 Still training step 560 of 563 ... Mean return: 3.014% Monthly Sharpe ratio: 0.523 OOS MSE across all predictions: 41.1149 In-sample MSE: 35.0600 Variance: 39.4097 R-squared: -0.0433 Avg rank correlation (Kendall's tau): 0.0338 (Expected: 0) 5-quintile accuracy: 0.2172 (Expected: 0.2) Long/short/flat accuracy: 0.4657 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 231.800000 --- (3, 0.1) ................................................................................ 23:06:58 Still training step 80 of 563 ................................................................................ 23:06:59 Still training step 160 of 563 ................................................................................ 23:07:01 Still training step 240 of 563 ................................................................................ 23:07:03 Still training step 320 of 563 ................................................................................ 23:07:06 Still training step 400 of 563 ................................................................................ 23:07:08 Still training step 480 of 563 ................................................................................ 23:07:10 Still training step 560 of 563 ... Mean return: 3.015% Monthly Sharpe ratio: 0.512 OOS MSE across all predictions: 40.7643 In-sample MSE: 35.2400 Variance: 39.4097 R-squared: -0.0344 Avg rank correlation (Kendall's tau): 0.0356 (Expected: 0) 5-quintile accuracy: 0.2181 (Expected: 0.2) Long/short/flat accuracy: 0.4614 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 202.800000 --- (3, 0.5) ................................................................................ 23:07:12 Still training step 80 of 563 ................................................................................ 23:07:13 Still training step 160 of 563 ................................................................................ 23:07:14 Still training step 240 of 563 ................................................................................ 23:07:15 Still training step 320 of 563 ................................................................................ 23:07:16 Still training step 400 of 563 ................................................................................ 23:07:18 Still training step 480 of 563 ................................................................................ 23:07:19 Still training step 560 of 563 ... Mean return: 3.632% Monthly Sharpe ratio: 0.617 OOS MSE across all predictions: 39.7623 In-sample MSE: 36.2562 Variance: 39.4097 R-squared: -0.0089 Avg rank correlation (Kendall's tau): 0.0367 (Expected: 0) 5-quintile accuracy: 0.2231 (Expected: 0.2) Long/short/flat accuracy: 0.4638 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 236.800000 --- (3, 0.667) ................................................................................ 23:07:21 Still training step 80 of 563 ................................................................................ 23:07:22 Still training step 160 of 563 ................................................................................ 23:07:23 Still training step 240 of 563 ................................................................................ 23:07:24 Still training step 320 of 563 ................................................................................ 23:07:25 Still training step 400 of 563 ................................................................................ 23:07:26 Still training step 480 of 563 ................................................................................ 23:07:28 Still training step 560 of 563 ... Mean return: 3.248% Monthly Sharpe ratio: 0.567 OOS MSE across all predictions: 39.6880 In-sample MSE: 36.4298 Variance: 39.4097 R-squared: -0.0071 Avg rank correlation (Kendall's tau): 0.0331 (Expected: 0) 5-quintile accuracy: 0.2231 (Expected: 0.2) Long/short/flat accuracy: 0.4624 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 212.800000 --- (3, 0.75) ................................................................................ 23:07:30 Still training step 80 of 563 ................................................................................ 23:07:31 Still training step 160 of 563 ................................................................................ 23:07:32 Still training step 240 of 563 ................................................................................ 23:07:33 Still training step 320 of 563 ................................................................................ 23:07:34 Still training step 400 of 563 ................................................................................ 23:07:35 Still training step 480 of 563 ................................................................................ 23:07:36 Still training step 560 of 563 ... Mean return: 3.031% Monthly Sharpe ratio: 0.533 OOS MSE across all predictions: 39.6780 In-sample MSE: 36.5060 Variance: 39.4097 R-squared: -0.0068 Avg rank correlation (Kendall's tau): 0.0311 (Expected: 0) 5-quintile accuracy: 0.2227 (Expected: 0.2) Long/short/flat accuracy: 0.4636 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 210.800000 --- (3, 0.9) ................................................................................ 23:07:38 Still training step 80 of 563 ................................................................................ 23:07:39 Still training step 160 of 563 ................................................................................ 23:07:40 Still training step 240 of 563 ................................................................................ 23:07:41 Still training step 320 of 563 ................................................................................ 23:07:43 Still training step 400 of 563 ................................................................................ 23:07:44 Still training step 480 of 563 ................................................................................ 23:07:45 Still training step 560 of 563 ... Mean return: 2.680% Monthly Sharpe ratio: 0.482 OOS MSE across all predictions: 39.6690 In-sample MSE: 36.6243 Variance: 39.4097 R-squared: -0.0066 Avg rank correlation (Kendall's tau): 0.0287 (Expected: 0) 5-quintile accuracy: 0.2207 (Expected: 0.2) Long/short/flat accuracy: 0.4639 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 197.800000 --- (3, 0.95) ................................................................................ 23:07:47 Still training step 80 of 563 ................................................................................ 23:07:48 Still training step 160 of 563 ................................................................................ 23:07:49 Still training step 240 of 563 ................................................................................ 23:07:50 Still training step 320 of 563 ................................................................................ 23:07:51 Still training step 400 of 563 ................................................................................ 23:07:52 Still training step 480 of 563 ................................................................................ 23:07:54 Still training step 560 of 563 ... Mean return: 2.775% Monthly Sharpe ratio: 0.498 OOS MSE across all predictions: 39.6658 In-sample MSE: 36.6602 Variance: 39.4097 R-squared: -0.0065 Avg rank correlation (Kendall's tau): 0.0272 (Expected: 0) 5-quintile accuracy: 0.2200 (Expected: 0.2) Long/short/flat accuracy: 0.4638 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 197.800000 --- (3, 0.99) ................................................................................ 23:07:55 Still training step 80 of 563 ................................................................................ 23:07:56 Still training step 160 of 563 ................................................................................ 23:07:57 Still training step 240 of 563 ................................................................................ 23:07:59 Still training step 320 of 563 ................................................................................ 23:08:00 Still training step 400 of 563 ................................................................................ 23:08:01 Still training step 480 of 563 ................................................................................ 23:08:02 Still training step 560 of 563 ... Mean return: 2.496% Monthly Sharpe ratio: 0.456 OOS MSE across all predictions: 39.6624 In-sample MSE: 36.6892 Variance: 39.4097 R-squared: -0.0064 Avg rank correlation (Kendall's tau): 0.0261 (Expected: 0) 5-quintile accuracy: 0.2177 (Expected: 0.2) Long/short/flat accuracy: 0.4615 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 177.800000 --- (3, 1) ................................................................................ 23:08:04 Still training step 80 of 563 ................................................................................ 23:08:05 Still training step 160 of 563 ................................................................................ 23:08:06 Still training step 240 of 563 ................................................................................ 23:08:07 Still training step 320 of 563 ................................................................................ 23:08:08 Still training step 400 of 563 ................................................................................ 23:08:09 Still training step 480 of 563 ................................................................................ 23:08:11 Still training step 560 of 563 ... Mean return: 2.512% Monthly Sharpe ratio: 0.459 OOS MSE across all predictions: 39.6614 In-sample MSE: 36.6963 Variance: 39.4097 R-squared: -0.0064 Avg rank correlation (Kendall's tau): 0.0260 (Expected: 0) 5-quintile accuracy: 0.2178 (Expected: 0.2) Long/short/flat accuracy: 0.4613 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 176.800000 --- (10, 0.01) ................................................................................ 23:08:13 Still training step 80 of 563 ................................................................................ 23:08:15 Still training step 160 of 563 ................................................................................ 23:08:17 Still training step 240 of 563 ................................................................................ 23:08:19 Still training step 320 of 563 ................................................................................ 23:08:21 Still training step 400 of 563 ................................................................................ 23:08:24 Still training step 480 of 563 ................................................................................ 23:08:26 Still training step 560 of 563 ... Mean return: 3.595% Monthly Sharpe ratio: 0.600 OOS MSE across all predictions: 40.2610 In-sample MSE: 35.3905 Variance: 39.4097 R-squared: -0.0216 Avg rank correlation (Kendall's tau): 0.0387 (Expected: 0) 5-quintile accuracy: 0.2187 (Expected: 0.2) Long/short/flat accuracy: 0.4641 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 224.800000 --- (10, 0.05) ................................................................................ 23:08:28 Still training step 80 of 563 ................................................................................ 23:08:30 Still training step 160 of 563 ................................................................................ 23:08:31 Still training step 240 of 563 ................................................................................ 23:08:32 Still training step 320 of 563 ................................................................................ 23:08:34 Still training step 400 of 563 ................................................................................ 23:08:36 Still training step 480 of 563 ................................................................................ 23:08:37 Still training step 560 of 563 ... Mean return: 3.758% Monthly Sharpe ratio: 0.607 OOS MSE across all predictions: 39.9170 In-sample MSE: 35.7593 Variance: 39.4097 R-squared: -0.0129 Avg rank correlation (Kendall's tau): 0.0413 (Expected: 0) 5-quintile accuracy: 0.2211 (Expected: 0.2) Long/short/flat accuracy: 0.4655 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 233.800000 --- (10, 0.1) ................................................................................ 23:08:39 Still training step 80 of 563 ................................................................................ 23:08:41 Still training step 160 of 563 ................................................................................ 23:08:42 Still training step 240 of 563 ................................................................................ 23:08:43 Still training step 320 of 563 ................................................................................ 23:08:44 Still training step 400 of 563 ................................................................................ 23:08:46 Still training step 480 of 563 ................................................................................ 23:08:47 Still training step 560 of 563 ... Mean return: 4.262% Monthly Sharpe ratio: 0.695 OOS MSE across all predictions: 39.7252 In-sample MSE: 36.1142 Variance: 39.4097 R-squared: -0.0080 Avg rank correlation (Kendall's tau): 0.0415 (Expected: 0) 5-quintile accuracy: 0.2215 (Expected: 0.2) Long/short/flat accuracy: 0.4652 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 250.800000 --- (10, 0.5) ................................................................................ 23:08:49 Still training step 80 of 563 ................................................................................ 23:08:50 Still training step 160 of 563 ................................................................................ 23:08:51 Still training step 240 of 563 ................................................................................ 23:08:52 Still training step 320 of 563 ................................................................................ 23:08:53 Still training step 400 of 563 ................................................................................ 23:08:54 Still training step 480 of 563 ................................................................................ 23:08:55 Still training step 560 of 563 ... Mean return: 1.652% Monthly Sharpe ratio: 0.327 OOS MSE across all predictions: 39.6945 In-sample MSE: 37.0025 Variance: 39.4097 R-squared: -0.0072 Avg rank correlation (Kendall's tau): 0.0211 (Expected: 0) 5-quintile accuracy: 0.2164 (Expected: 0.2) Long/short/flat accuracy: 0.4645 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 187.800000 --- (10, 0.667) ................................................................................ 23:08:57 Still training step 80 of 563 ................................................................................ 23:08:58 Still training step 160 of 563 ................................................................................ 23:08:59 Still training step 240 of 563 ................................................................................ 23:09:00 Still training step 320 of 563 ................................................................................ 23:09:01 Still training step 400 of 563 ................................................................................ 23:09:02 Still training step 480 of 563 ................................................................................ 23:09:03 Still training step 560 of 563 ... Mean return: 0.791% Monthly Sharpe ratio: 0.169 OOS MSE across all predictions: 39.7587 In-sample MSE: 37.1217 Variance: 39.4097 R-squared: -0.0089 Avg rank correlation (Kendall's tau): 0.0119 (Expected: 0) 5-quintile accuracy: 0.2187 (Expected: 0.2) Long/short/flat accuracy: 0.4671 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 177.800000 --- (10, 0.75) ................................................................................ 23:09:05 Still training step 80 of 563 ................................................................................ 23:09:06 Still training step 160 of 563 ................................................................................ 23:09:07 Still training step 240 of 563 ................................................................................ 23:09:08 Still training step 320 of 563 ................................................................................ 23:09:09 Still training step 400 of 563 ................................................................................ 23:09:10 Still training step 480 of 563 ................................................................................ 23:09:11 Still training step 560 of 563 ... Mean return: 0.131% Monthly Sharpe ratio: 0.052 OOS MSE across all predictions: 39.7873 In-sample MSE: 37.1500 Variance: 39.4097 R-squared: -0.0096 Avg rank correlation (Kendall's tau): 0.0067 (Expected: 0) 5-quintile accuracy: 0.2172 (Expected: 0.2) Long/short/flat accuracy: 0.4660 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 150.800000 --- (10, 0.9) ................................................................................ 23:09:13 Still training step 80 of 563 ................................................................................ 23:09:14 Still training step 160 of 563 ................................................................................ 23:09:15 Still training step 240 of 563 ................................................................................ 23:09:16 Still training step 320 of 563 ................................................................................ 23:09:17 Still training step 400 of 563 ................................................................................ 23:09:18 Still training step 480 of 563 ................................................................................ 23:09:19 Still training step 560 of 563 ... Mean return: -0.588% Monthly Sharpe ratio: -0.079 OOS MSE across all predictions: 39.8205 In-sample MSE: 37.1843 Variance: 39.4097 R-squared: -0.0104 Avg rank correlation (Kendall's tau): 0.0006 (Expected: 0) 5-quintile accuracy: 0.2146 (Expected: 0.2) Long/short/flat accuracy: 0.4616 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 108.800000 --- (10, 0.95) ................................................................................ 23:09:21 Still training step 80 of 563 ................................................................................ 23:09:22 Still training step 160 of 563 ................................................................................ 23:09:23 Still training step 240 of 563 ................................................................................ 23:09:24 Still training step 320 of 563 ................................................................................ 23:09:25 Still training step 400 of 563 ................................................................................ 23:09:26 Still training step 480 of 563 ................................................................................ 23:09:27 Still training step 560 of 563 ... Mean return: -0.817% Monthly Sharpe ratio: -0.118 OOS MSE across all predictions: 39.8281 In-sample MSE: 37.1900 Variance: 39.4097 R-squared: -0.0106 Avg rank correlation (Kendall's tau): -0.0008 (Expected: 0) 5-quintile accuracy: 0.2147 (Expected: 0.2) Long/short/flat accuracy: 0.4607 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 99.800000 --- (10, 0.99) ................................................................................ 23:09:29 Still training step 80 of 563 ................................................................................ 23:09:30 Still training step 160 of 563 ................................................................................ 23:09:31 Still training step 240 of 563 ................................................................................ 23:09:32 Still training step 320 of 563 ................................................................................ 23:09:33 Still training step 400 of 563 ................................................................................ 23:09:34 Still training step 480 of 563 ................................................................................ 23:09:35 Still training step 560 of 563 ... Mean return: -0.958% Monthly Sharpe ratio: -0.144 OOS MSE across all predictions: 39.8317 In-sample MSE: 37.1900 Variance: 39.4097 R-squared: -0.0107 Avg rank correlation (Kendall's tau): -0.0012 (Expected: 0) 5-quintile accuracy: 0.2147 (Expected: 0.2) Long/short/flat accuracy: 0.4609 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 97.800000 --- (10, 1) ................................................................................ 23:09:37 Still training step 80 of 563 ................................................................................ 23:09:38 Still training step 160 of 563 ................................................................................ 23:09:39 Still training step 240 of 563 ................................................................................ 23:09:40 Still training step 320 of 563 ................................................................................ 23:09:41 Still training step 400 of 563 ................................................................................ 23:09:42 Still training step 480 of 563 ................................................................................ 23:09:43 Still training step 560 of 563 ... Mean return: -0.946% Monthly Sharpe ratio: -0.141 OOS MSE across all predictions: 39.8323 In-sample MSE: 37.1900 Variance: 39.4097 R-squared: -0.0107 Avg rank correlation (Kendall's tau): -0.0013 (Expected: 0) 5-quintile accuracy: 0.2138 (Expected: 0.2) Long/short/flat accuracy: 0.4608 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 95.800000 --- (30, 0.01) ................................................................................ 23:09:45 Still training step 80 of 563 ................................................................................ 23:09:46 Still training step 160 of 563 ................................................................................ 23:09:48 Still training step 240 of 563 ................................................................................ 23:09:49 Still training step 320 of 563 ................................................................................ 23:09:50 Still training step 400 of 563 ................................................................................ 23:09:52 Still training step 480 of 563 ................................................................................ 23:09:54 Still training step 560 of 563 ... Mean return: 4.096% Monthly Sharpe ratio: 0.650 OOS MSE across all predictions: 39.6601 In-sample MSE: 35.9754 Variance: 39.4097 R-squared: -0.0064 Avg rank correlation (Kendall's tau): 0.0419 (Expected: 0) 5-quintile accuracy: 0.2241 (Expected: 0.2) Long/short/flat accuracy: 0.4676 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 258.800000 --- (30, 0.05) ................................................................................ 23:09:55 Still training step 80 of 563 ................................................................................ 23:09:56 Still training step 160 of 563 ................................................................................ 23:09:57 Still training step 240 of 563 ................................................................................ 23:09:59 Still training step 320 of 563 ................................................................................ 23:10:00 Still training step 400 of 563 ................................................................................ 23:10:01 Still training step 480 of 563 ................................................................................ 23:10:02 Still training step 560 of 563 ... Mean return: 3.477% Monthly Sharpe ratio: 0.582 OOS MSE across all predictions: 39.5933 In-sample MSE: 36.4583 Variance: 39.4097 R-squared: -0.0047 Avg rank correlation (Kendall's tau): 0.0349 (Expected: 0) 5-quintile accuracy: 0.2208 (Expected: 0.2) Long/short/flat accuracy: 0.4651 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 227.800000 --- (30, 0.1) ................................................................................ 23:10:04 Still training step 80 of 563 ................................................................................ 23:10:05 Still training step 160 of 563 ................................................................................ 23:10:06 Still training step 240 of 563 ................................................................................ 23:10:07 Still training step 320 of 563 ................................................................................ 23:10:08 Still training step 400 of 563 ................................................................................ 23:10:10 Still training step 480 of 563 ................................................................................ 23:10:11 Still training step 560 of 563 ... Mean return: 2.714% Monthly Sharpe ratio: 0.503 OOS MSE across all predictions: 39.6355 In-sample MSE: 36.7897 Variance: 39.4097 R-squared: -0.0057 Avg rank correlation (Kendall's tau): 0.0282 (Expected: 0) 5-quintile accuracy: 0.2155 (Expected: 0.2) Long/short/flat accuracy: 0.4622 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 190.800000 --- (30, 0.5) ................................................................................ 23:10:13 Still training step 80 of 563 ................................................................................ 23:10:14 Still training step 160 of 563 ................................................................................ 23:10:15 Still training step 240 of 563 ................................................................................ 23:10:16 Still training step 320 of 563 ................................................................................ 23:10:17 Still training step 400 of 563 ................................................................................ 23:10:18 Still training step 480 of 563 ................................................................................ 23:10:19 Still training step 560 of 563 ... Mean return: -1.129% Monthly Sharpe ratio: -0.178 OOS MSE across all predictions: 39.8418 In-sample MSE: 37.1900 Variance: 39.4097 R-squared: -0.0110 Avg rank correlation (Kendall's tau): -0.0030 (Expected: 0) 5-quintile accuracy: 0.2106 (Expected: 0.2) Long/short/flat accuracy: 0.4577 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 69.800000 --- (30, 0.667) ................................................................................ 23:10:21 Still training step 80 of 563 ................................................................................ 23:10:22 Still training step 160 of 563 ................................................................................ 23:10:23 Still training step 240 of 563 ................................................................................ 23:10:24 Still training step 320 of 563 ................................................................................ 23:10:25 Still training step 400 of 563 ................................................................................ 23:10:26 Still training step 480 of 563 ................................................................................ 23:10:27 Still training step 560 of 563 ... Mean return: -1.129% Monthly Sharpe ratio: -0.178 OOS MSE across all predictions: 39.8418 In-sample MSE: 37.1900 Variance: 39.4097 R-squared: -0.0110 Avg rank correlation (Kendall's tau): -0.0030 (Expected: 0) 5-quintile accuracy: 0.2106 (Expected: 0.2) Long/short/flat accuracy: 0.4577 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 69.800000 --- (30, 0.75) ................................................................................ 23:10:29 Still training step 80 of 563 ................................................................................ 23:10:30 Still training step 160 of 563 ................................................................................ 23:10:31 Still training step 240 of 563 ................................................................................ 23:10:32 Still training step 320 of 563 ................................................................................ 23:10:33 Still training step 400 of 563 ................................................................................ 23:10:34 Still training step 480 of 563 ................................................................................ 23:10:35 Still training step 560 of 563 ... Mean return: -1.129% Monthly Sharpe ratio: -0.178 OOS MSE across all predictions: 39.8418 In-sample MSE: 37.1900 Variance: 39.4097 R-squared: -0.0110 Avg rank correlation (Kendall's tau): -0.0030 (Expected: 0) 5-quintile accuracy: 0.2106 (Expected: 0.2) Long/short/flat accuracy: 0.4577 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 69.800000 --- (30, 0.9) ................................................................................ 23:10:37 Still training step 80 of 563 ................................................................................ 23:10:38 Still training step 160 of 563 ................................................................................ 23:10:39 Still training step 240 of 563 ................................................................................ 23:10:40 Still training step 320 of 563 ................................................................................ 23:10:41 Still training step 400 of 563 ................................................................................ 23:10:42 Still training step 480 of 563 ................................................................................ 23:10:43 Still training step 560 of 563 ... Mean return: -1.129% Monthly Sharpe ratio: -0.178 OOS MSE across all predictions: 39.8418 In-sample MSE: 37.1900 Variance: 39.4097 R-squared: -0.0110 Avg rank correlation (Kendall's tau): -0.0030 (Expected: 0) 5-quintile accuracy: 0.2106 (Expected: 0.2) Long/short/flat accuracy: 0.4577 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 69.800000 --- (30, 0.95) ................................................................................ 23:10:45 Still training step 80 of 563 ................................................................................ 23:10:46 Still training step 160 of 563 ................................................................................ 23:10:47 Still training step 240 of 563 ................................................................................ 23:10:48 Still training step 320 of 563 ................................................................................ 23:10:49 Still training step 400 of 563 ................................................................................ 23:10:50 Still training step 480 of 563 ................................................................................ 23:10:51 Still training step 560 of 563 ... Mean return: -1.129% Monthly Sharpe ratio: -0.178 OOS MSE across all predictions: 39.8418 In-sample MSE: 37.1900 Variance: 39.4097 R-squared: -0.0110 Avg rank correlation (Kendall's tau): -0.0030 (Expected: 0) 5-quintile accuracy: 0.2106 (Expected: 0.2) Long/short/flat accuracy: 0.4577 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 69.800000 --- (30, 0.99) ................................................................................ 23:10:53 Still training step 80 of 563 ................................................................................ 23:10:54 Still training step 160 of 563 ................................................................................ 23:10:55 Still training step 240 of 563 ................................................................................ 23:10:56 Still training step 320 of 563 ................................................................................ 23:10:57 Still training step 400 of 563 ................................................................................ 23:10:58 Still training step 480 of 563 ................................................................................ 23:10:59 Still training step 560 of 563 ... Mean return: -1.129% Monthly Sharpe ratio: -0.178 OOS MSE across all predictions: 39.8418 In-sample MSE: 37.1900 Variance: 39.4097 R-squared: -0.0110 Avg rank correlation (Kendall's tau): -0.0030 (Expected: 0) 5-quintile accuracy: 0.2106 (Expected: 0.2) Long/short/flat accuracy: 0.4577 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 69.800000 --- (30, 1) ................................................................................ 23:11:01 Still training step 80 of 563 ................................................................................ 23:11:02 Still training step 160 of 563 ................................................................................ 23:11:03 Still training step 240 of 563 ................................................................................ 23:11:04 Still training step 320 of 563 ................................................................................ 23:11:05 Still training step 400 of 563 ................................................................................ 23:11:06 Still training step 480 of 563 ................................................................................ 23:11:07 Still training step 560 of 563 ... Mean return: -1.129% Monthly Sharpe ratio: -0.178 OOS MSE across all predictions: 39.8418 In-sample MSE: 37.1900 Variance: 39.4097 R-squared: -0.0110 Avg rank correlation (Kendall's tau): -0.0030 (Expected: 0) 5-quintile accuracy: 0.2106 (Expected: 0.2) Long/short/flat accuracy: 0.4577 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 69.800000 --- (100, 0.01) ................................................................................ 23:11:09 Still training step 80 of 563 ................................................................................ 23:11:10 Still training step 160 of 563 ................................................................................ 23:11:11 Still training step 240 of 563 ................................................................................ 23:11:12 Still training step 320 of 563 ................................................................................ 23:11:14 Still training step 400 of 563 ................................................................................ 23:11:15 Still training step 480 of 563 ................................................................................ 23:11:16 Still training step 560 of 563 ... Mean return: 3.216% Monthly Sharpe ratio: 0.541 OOS MSE across all predictions: 39.5610 In-sample MSE: 36.5444 Variance: 39.4097 R-squared: -0.0038 Avg rank correlation (Kendall's tau): 0.0337 (Expected: 0) 5-quintile accuracy: 0.2252 (Expected: 0.2) Long/short/flat accuracy: 0.4667 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 227.800000 --- (100, 0.05) ................................................................................ 23:11:18 Still training step 80 of 563 ................................................................................ 23:11:19 Still training step 160 of 563 ................................................................................ 23:11:20 Still training step 240 of 563 ................................................................................ 23:11:21 Still training step 320 of 563 ................................................................................ 23:11:22 Still training step 400 of 563 ................................................................................ 23:11:23 Still training step 480 of 563 ................................................................................ 23:11:24 Still training step 560 of 563 ... Mean return: 1.269% Monthly Sharpe ratio: 0.256 OOS MSE across all predictions: 39.7363 In-sample MSE: 37.0750 Variance: 39.4097 R-squared: -0.0083 Avg rank correlation (Kendall's tau): 0.0152 (Expected: 0) 5-quintile accuracy: 0.2189 (Expected: 0.2) Long/short/flat accuracy: 0.4677 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 193.800000 --- (100, 0.1) ................................................................................ 23:11:26 Still training step 80 of 563 ................................................................................ 23:11:27 Still training step 160 of 563 ................................................................................ 23:11:28 Still training step 240 of 563 ................................................................................ 23:11:29 Still training step 320 of 563 ................................................................................ 23:11:30 Still training step 400 of 563 ................................................................................ 23:11:31 Still training step 480 of 563 ................................................................................ 23:11:32 Still training step 560 of 563 ... Mean return: -1.031% Monthly Sharpe ratio: -0.158 OOS MSE across all predictions: 39.8371 In-sample MSE: 37.1900 Variance: 39.4097 R-squared: -0.0108 Avg rank correlation (Kendall's tau): -0.0018 (Expected: 0) 5-quintile accuracy: 0.2133 (Expected: 0.2) Long/short/flat accuracy: 0.4586 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 79.800000 --- (100, 0.5) ................................................................................ 23:11:34 Still training step 80 of 563 ................................................................................ 23:11:35 Still training step 160 of 563 ................................................................................ 23:11:36 Still training step 240 of 563 ................................................................................ 23:11:37 Still training step 320 of 563 ................................................................................ 23:11:38 Still training step 400 of 563 ................................................................................ 23:11:39 Still training step 480 of 563 ................................................................................ 23:11:40 Still training step 560 of 563 ... Mean return: -1.129% Monthly Sharpe ratio: -0.178 OOS MSE across all predictions: 39.8418 In-sample MSE: 37.1900 Variance: 39.4097 R-squared: -0.0110 Avg rank correlation (Kendall's tau): -0.0030 (Expected: 0) 5-quintile accuracy: 0.2106 (Expected: 0.2) Long/short/flat accuracy: 0.4577 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 69.800000 --- (100, 0.667) ................................................................................ 23:11:42 Still training step 80 of 563 ................................................................................ 23:11:43 Still training step 160 of 563 ................................................................................ 23:11:44 Still training step 240 of 563 ................................................................................ 23:11:45 Still training step 320 of 563 ................................................................................ 23:11:46 Still training step 400 of 563 ................................................................................ 23:11:47 Still training step 480 of 563 ................................................................................ 23:11:48 Still training step 560 of 563 ... Mean return: -1.129% Monthly Sharpe ratio: -0.178 OOS MSE across all predictions: 39.8418 In-sample MSE: 37.1900 Variance: 39.4097 R-squared: -0.0110 Avg rank correlation (Kendall's tau): -0.0030 (Expected: 0) 5-quintile accuracy: 0.2106 (Expected: 0.2) Long/short/flat accuracy: 0.4577 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 69.800000 --- (100, 0.75) ................................................................................ 23:11:50 Still training step 80 of 563 ................................................................................ 23:11:51 Still training step 160 of 563 ................................................................................ 23:11:52 Still training step 240 of 563 ................................................................................ 23:11:53 Still training step 320 of 563 ................................................................................ 23:11:54 Still training step 400 of 563 ................................................................................ 23:11:55 Still training step 480 of 563 ................................................................................ 23:11:56 Still training step 560 of 563 ... Mean return: -1.129% Monthly Sharpe ratio: -0.178 OOS MSE across all predictions: 39.8418 In-sample MSE: 37.1900 Variance: 39.4097 R-squared: -0.0110 Avg rank correlation (Kendall's tau): -0.0030 (Expected: 0) 5-quintile accuracy: 0.2106 (Expected: 0.2) Long/short/flat accuracy: 0.4577 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 69.800000 --- (100, 0.9) ................................................................................ 23:11:58 Still training step 80 of 563 ................................................................................ 23:11:59 Still training step 160 of 563 ................................................................................ 23:12:00 Still training step 240 of 563 ................................................................................ 23:12:01 Still training step 320 of 563 ................................................................................ 23:12:02 Still training step 400 of 563 ................................................................................ 23:12:03 Still training step 480 of 563 ................................................................................ 23:12:04 Still training step 560 of 563 ... Mean return: -1.129% Monthly Sharpe ratio: -0.178 OOS MSE across all predictions: 39.8418 In-sample MSE: 37.1900 Variance: 39.4097 R-squared: -0.0110 Avg rank correlation (Kendall's tau): -0.0030 (Expected: 0) 5-quintile accuracy: 0.2106 (Expected: 0.2) Long/short/flat accuracy: 0.4577 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 69.800000 --- (100, 0.95) ................................................................................ 23:12:06 Still training step 80 of 563 ................................................................................ 23:12:07 Still training step 160 of 563 ................................................................................ 23:12:08 Still training step 240 of 563 ................................................................................ 23:12:09 Still training step 320 of 563 ................................................................................ 23:12:10 Still training step 400 of 563 ................................................................................ 23:12:11 Still training step 480 of 563 ................................................................................ 23:12:12 Still training step 560 of 563 ... Mean return: -1.129% Monthly Sharpe ratio: -0.178 OOS MSE across all predictions: 39.8418 In-sample MSE: 37.1900 Variance: 39.4097 R-squared: -0.0110 Avg rank correlation (Kendall's tau): -0.0030 (Expected: 0) 5-quintile accuracy: 0.2106 (Expected: 0.2) Long/short/flat accuracy: 0.4577 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 69.800000 --- (100, 0.99) ................................................................................ 23:12:14 Still training step 80 of 563 ................................................................................ 23:12:15 Still training step 160 of 563 ................................................................................ 23:12:16 Still training step 240 of 563 ................................................................................ 23:12:17 Still training step 320 of 563 ................................................................................ 23:12:18 Still training step 400 of 563 ................................................................................ 23:12:19 Still training step 480 of 563 ................................................................................ 23:12:20 Still training step 560 of 563 ... Mean return: -1.129% Monthly Sharpe ratio: -0.178 OOS MSE across all predictions: 39.8418 In-sample MSE: 37.1900 Variance: 39.4097 R-squared: -0.0110 Avg rank correlation (Kendall's tau): -0.0030 (Expected: 0) 5-quintile accuracy: 0.2106 (Expected: 0.2) Long/short/flat accuracy: 0.4577 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 69.800000 --- (100, 1) ................................................................................ 23:12:22 Still training step 80 of 563 ................................................................................ 23:12:23 Still training step 160 of 563 ................................................................................ 23:12:24 Still training step 240 of 563 ................................................................................ 23:12:25 Still training step 320 of 563 ................................................................................ 23:12:26 Still training step 400 of 563 ................................................................................ 23:12:27 Still training step 480 of 563 ................................................................................ 23:12:28 Still training step 560 of 563 ... Mean return: -1.129% Monthly Sharpe ratio: -0.178 OOS MSE across all predictions: 39.8418 In-sample MSE: 37.1900 Variance: 39.4097 R-squared: -0.0110 Avg rank correlation (Kendall's tau): -0.0030 (Expected: 0) 5-quintile accuracy: 0.2106 (Expected: 0.2) Long/short/flat accuracy: 0.4577 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 69.800000 ---
# make a dataframe with all the metrics
flatlist = []
for key, mse, sharpe, quantile_score, directional_score, kt, excess_tp in zip(params_list, mse_list, sharpe_list,
quintile_accuracy_list, directional_accuracy_list, kendalltau_list, excess_tp_list):
flatlist.append([key[0], key[1], mse, sharpe, quantile_score, directional_score, kt, excess_tp])
metricsframe = pd.DataFrame(flatlist, columns = ['alpha', 'l1_ratio',
'mse', 'sharpe', 'quantile_score',
'direction_score', 'kendalltau', 'truepositive_score'])
metricsframe.to_csv("ElasticNetmetrics.csv")
#metricsframe.sort_values(['kendalltau'], ascending=False)[['alpha','l1_ratio']].values[:12]
metricsframe = pd.read_csv("ElasticNetmetrics.csv")[['alpha','l1_ratio','mse','sharpe','quantile_score','direction_score','kendalltau','truepositive_score']]
metricsframe
alpha | l1_ratio | mse | sharpe | quantile_score | direction_score | kendalltau | truepositive_score | |
---|---|---|---|---|---|---|---|---|
0 | 1 | 0.010 | 42.588025 | 0.506521 | 0.216341 | 0.464890 | 0.027456 | 223.8 |
1 | 1 | 0.050 | 42.384475 | 0.507739 | 0.217111 | 0.465127 | 0.028600 | 222.8 |
2 | 1 | 0.100 | 42.147649 | 0.546513 | 0.216992 | 0.464950 | 0.030210 | 228.8 |
3 | 1 | 0.500 | 40.822586 | 0.530175 | 0.217466 | 0.462285 | 0.033173 | 208.8 |
4 | 1 | 0.667 | 40.507056 | 0.561195 | 0.218117 | 0.463766 | 0.034161 | 221.8 |
5 | 1 | 0.750 | 40.386381 | 0.568682 | 0.216755 | 0.463173 | 0.034855 | 219.8 |
6 | 1 | 0.900 | 40.209018 | 0.595075 | 0.220071 | 0.464950 | 0.035124 | 235.8 |
7 | 1 | 0.950 | 40.159100 | 0.616429 | 0.218709 | 0.464180 | 0.035050 | 233.8 |
8 | 1 | 0.990 | 40.122574 | 0.621306 | 0.219893 | 0.464772 | 0.035467 | 236.8 |
9 | 1 | 1.000 | 40.114114 | 0.638542 | 0.219775 | 0.464535 | 0.035614 | 237.8 |
10 | 3 | 0.010 | 41.450648 | 0.564306 | 0.217052 | 0.465009 | 0.033582 | 234.8 |
11 | 3 | 0.050 | 41.114869 | 0.523006 | 0.217229 | 0.465660 | 0.033828 | 231.8 |
12 | 3 | 0.100 | 40.764296 | 0.512039 | 0.218117 | 0.461397 | 0.035608 | 202.8 |
13 | 3 | 0.500 | 39.762278 | 0.616960 | 0.223091 | 0.463766 | 0.036667 | 236.8 |
14 | 3 | 0.667 | 39.687963 | 0.567230 | 0.223150 | 0.462404 | 0.033129 | 212.8 |
15 | 3 | 0.750 | 39.678023 | 0.533058 | 0.222735 | 0.463647 | 0.031119 | 210.8 |
16 | 3 | 0.900 | 39.668998 | 0.481702 | 0.220663 | 0.463943 | 0.028750 | 197.8 |
17 | 3 | 0.950 | 39.665759 | 0.497860 | 0.220012 | 0.463825 | 0.027245 | 197.8 |
18 | 3 | 0.990 | 39.662364 | 0.455636 | 0.217703 | 0.461456 | 0.026135 | 177.8 |
19 | 3 | 1.000 | 39.661422 | 0.459487 | 0.217762 | 0.461279 | 0.025963 | 176.8 |
20 | 10 | 0.010 | 40.260959 | 0.600274 | 0.218650 | 0.464121 | 0.038728 | 224.8 |
21 | 10 | 0.050 | 39.917047 | 0.606807 | 0.221078 | 0.465483 | 0.041339 | 233.8 |
22 | 10 | 0.100 | 39.725192 | 0.694573 | 0.221492 | 0.465246 | 0.041536 | 250.8 |
23 | 10 | 0.500 | 39.694483 | 0.326641 | 0.216400 | 0.464535 | 0.021102 | 187.8 |
24 | 10 | 0.667 | 39.758749 | 0.169198 | 0.218709 | 0.467140 | 0.011923 | 177.8 |
25 | 10 | 0.750 | 39.787310 | 0.051649 | 0.217229 | 0.466015 | 0.006688 | 150.8 |
26 | 10 | 0.900 | 39.820506 | -0.079309 | 0.214624 | 0.461634 | 0.000608 | 108.8 |
27 | 10 | 0.950 | 39.828072 | -0.117961 | 0.214742 | 0.460746 | -0.000797 | 99.8 |
28 | 10 | 0.990 | 39.831732 | -0.143955 | 0.214742 | 0.460924 | -0.001246 | 97.8 |
29 | 10 | 1.000 | 39.832332 | -0.141132 | 0.213795 | 0.460805 | -0.001294 | 95.8 |
30 | 30 | 0.010 | 39.660099 | 0.649782 | 0.224097 | 0.467614 | 0.041896 | 258.8 |
31 | 30 | 0.050 | 39.593298 | 0.581526 | 0.220841 | 0.465068 | 0.034862 | 227.8 |
32 | 30 | 0.100 | 39.635466 | 0.503136 | 0.215453 | 0.462167 | 0.028168 | 190.8 |
33 | 30 | 0.500 | 39.841766 | -0.178359 | 0.210598 | 0.457726 | -0.002977 | 69.8 |
34 | 30 | 0.667 | 39.841762 | -0.178359 | 0.210598 | 0.457726 | -0.002977 | 69.8 |
35 | 30 | 0.750 | 39.841762 | -0.178359 | 0.210598 | 0.457726 | -0.002977 | 69.8 |
36 | 30 | 0.900 | 39.841762 | -0.178359 | 0.210598 | 0.457726 | -0.002977 | 69.8 |
37 | 30 | 0.950 | 39.841762 | -0.178359 | 0.210598 | 0.457726 | -0.002977 | 69.8 |
38 | 30 | 0.990 | 39.841762 | -0.178359 | 0.210598 | 0.457726 | -0.002977 | 69.8 |
39 | 30 | 1.000 | 39.841762 | -0.178359 | 0.210598 | 0.457726 | -0.002977 | 69.8 |
40 | 100 | 0.010 | 39.561029 | 0.540751 | 0.225163 | 0.466667 | 0.033693 | 227.8 |
41 | 100 | 0.050 | 39.736284 | 0.255847 | 0.218887 | 0.467673 | 0.015171 | 193.8 |
42 | 100 | 0.100 | 39.837060 | -0.158189 | 0.213321 | 0.458555 | -0.001784 | 79.8 |
43 | 100 | 0.500 | 39.841762 | -0.178359 | 0.210598 | 0.457726 | -0.002977 | 69.8 |
44 | 100 | 0.667 | 39.841762 | -0.178359 | 0.210598 | 0.457726 | -0.002977 | 69.8 |
45 | 100 | 0.750 | 39.841762 | -0.178359 | 0.210598 | 0.457726 | -0.002977 | 69.8 |
46 | 100 | 0.900 | 39.841762 | -0.178359 | 0.210598 | 0.457726 | -0.002977 | 69.8 |
47 | 100 | 0.950 | 39.841762 | -0.178359 | 0.210598 | 0.457726 | -0.002977 | 69.8 |
48 | 100 | 0.990 | 39.841762 | -0.178359 | 0.210598 | 0.457726 | -0.002977 | 69.8 |
49 | 100 | 1.000 | 39.841762 | -0.178359 | 0.210598 | 0.457726 | -0.002977 | 69.8 |
with open('elastic_table.html', 'w') as fo:
metricsframe.sort_values(['sharpe'], ascending=False).iloc[:5,:].to_html(fo, float_format=lambda x: '%.3f' % x)
# do full backtest using selected parameters for ElasticNet
backtestmodel = BacktestModel(X, Y,
create_model=create_model((10, 0.1)),
coef_dict_param="all",
startindex=FIRST_TRAIN_MONTHS,
fit_missing='mean',
scaler=None)
#backtestmodel.walkforward_xval(n_splits=5, verbose=False)
backtestmodel.gen_predictions(verbose=False)
backtestmodel.gen_returns(calc_returns, verbose=False)
backtestmodel.report_returns(start_date=start_date_str, freq='M')
backtestmodel.evaluate_predictions()
backtestmodel.evaluate_quantiles(chart=False, verbose=False)
mychart([ backtestmodel.cumulative_return, perf_LASSO_each_timestep],["ElasticNet", "LASSO/OLS"], title="ElasticNet v. LASSO/OLS")
................................................................................ 23:12:30 Still training step 80 of 563 ................................................................................ 23:12:32 Still training step 160 of 563 ................................................................................ 23:12:33 Still training step 240 of 563 ................................................................................ 23:12:34 Still training step 320 of 563 ................................................................................ 23:12:35 Still training step 400 of 563 ................................................................................ 23:12:36 Still training step 480 of 563 ................................................................................ 23:12:38 Still training step 560 of 563 ... Mean return: 4.262% Monthly Sharpe ratio: 0.695 OOS MSE across all predictions: 39.7252 In-sample MSE: 36.1142 Variance: 39.4097 R-squared: -0.0080 Avg rank correlation (Kendall's tau): 0.0415 (Expected: 0) 5-quintile accuracy: 0.2215 (Expected: 0.2) Long/short/flat accuracy: 0.4652 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 250.800000
# try 'timestep' instead of 'all'
# no improvement
sharpe_list = []
mse_list = []
kendalltau_list = []
excess_tp_list = []
quintile_accuracy_list = []
directional_accuracy_list = []
keys = []
def create_model(params):
alpha, l1_ratio = params
def myclosure():
return sklearn.linear_model.ElasticNet(alpha=alpha, l1_ratio=l1_ratio)
return myclosure
alphas = [1, 3, 10, 30, 100]
l1_ratios = [.01, .05, .1, .5, .667, .75, .9, .95, .99, 1] # 1 = LASSO, 0 = Ridge
params_list = list(product(alphas, l1_ratios))
model_list = list(map(create_model, params_list))
for i in range(len(params_list)):
print(params_list[i])
estimator = model_list[i]
backtestmodel = BacktestModel(X, Y,
create_model=estimator,
coef_dict_param="timestep",
startindex=FIRST_TRAIN_MONTHS,
fit_missing='mean',
scaler=None)
#backtestmodel.walkforward_xval(n_splits=5, verbose=False)
backtestmodel.gen_predictions(verbose=False)
backtestmodel.gen_returns(calc_returns, verbose=False)
backtestmodel.report_returns(start_date=start_date_str, freq='M')
backtestmodel.evaluate_predictions()
backtestmodel.evaluate_quantiles(chart=False, verbose=False)
keys.append(str(estimator)[8:-2])
sharpe_list.append(backtestmodel.sharpe)
mse_list.append(backtestmodel.mse)
kendalltau_list.append(backtestmodel.kendalltau)
excess_tp_list.append(backtestmodel.excess_tp)
quintile_accuracy_list.append(backtestmodel.quintile_accuracy)
directional_accuracy_list.append(backtestmodel.directional_accuracy)
print("---")
(1, 0.01) ................................................................................ 23:12:50 Still training step 80 of 563 ................................................................................ 23:13:01 Still training step 160 of 563 ................................................................................ 23:13:12 Still training step 240 of 563 ................................................................................ 23:13:23 Still training step 320 of 563 ................................................................................ 23:13:35 Still training step 400 of 563 ................................................................................ 23:13:46 Still training step 480 of 563 ................................................................................ 23:13:57 Still training step 560 of 563 ... Mean return: 3.680% Monthly Sharpe ratio: 0.683 OOS MSE across all predictions: 41.0694 In-sample MSE: 35.7746 Variance: 39.4097 R-squared: -0.0421 Avg rank correlation (Kendall's tau): 0.0338 (Expected: 0) 5-quintile accuracy: 0.2167 (Expected: 0.2) Long/short/flat accuracy: 0.4598 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 219.800000 --- (1, 0.05) ................................................................................ 23:14:10 Still training step 80 of 563 ................................................................................ 23:14:22 Still training step 160 of 563 ................................................................................ 23:14:32 Still training step 240 of 563 ................................................................................ 23:14:43 Still training step 320 of 563 ................................................................................ 23:14:54 Still training step 400 of 563 ................................................................................ 23:15:06 Still training step 480 of 563 ................................................................................ 23:15:17 Still training step 560 of 563 ... Mean return: 3.551% Monthly Sharpe ratio: 0.658 OOS MSE across all predictions: 41.0054 In-sample MSE: 35.7783 Variance: 39.4097 R-squared: -0.0405 Avg rank correlation (Kendall's tau): 0.0337 (Expected: 0) 5-quintile accuracy: 0.2156 (Expected: 0.2) Long/short/flat accuracy: 0.4590 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 209.800000 --- (1, 0.1) ................................................................................ 23:15:29 Still training step 80 of 563 ................................................................................ 23:15:40 Still training step 160 of 563 ................................................................................ 23:15:51 Still training step 240 of 563 ................................................................................ 23:16:02 Still training step 320 of 563 ................................................................................ 23:16:12 Still training step 400 of 563 ................................................................................ 23:16:23 Still training step 480 of 563 ................................................................................ 23:16:34 Still training step 560 of 563 ... Mean return: 3.680% Monthly Sharpe ratio: 0.676 OOS MSE across all predictions: 40.9280 In-sample MSE: 35.7842 Variance: 39.4097 R-squared: -0.0385 Avg rank correlation (Kendall's tau): 0.0337 (Expected: 0) 5-quintile accuracy: 0.2169 (Expected: 0.2) Long/short/flat accuracy: 0.4603 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 219.800000 --- (1, 0.5) ................................................................................ 23:16:46 Still training step 80 of 563 ................................................................................ 23:16:57 Still training step 160 of 563 ................................................................................ 23:17:08 Still training step 240 of 563 ................................................................................ 23:17:18 Still training step 320 of 563 ................................................................................ 23:17:29 Still training step 400 of 563 ................................................................................ 23:17:40 Still training step 480 of 563 ................................................................................ 23:17:51 Still training step 560 of 563 ... Mean return: 3.531% Monthly Sharpe ratio: 0.627 OOS MSE across all predictions: 40.4069 In-sample MSE: 35.8814 Variance: 39.4097 R-squared: -0.0253 Avg rank correlation (Kendall's tau): 0.0346 (Expected: 0) 5-quintile accuracy: 0.2179 (Expected: 0.2) Long/short/flat accuracy: 0.4594 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 210.800000 --- (1, 0.667) ................................................................................ 23:18:04 Still training step 80 of 563 ................................................................................ 23:18:15 Still training step 160 of 563 ................................................................................ 23:18:25 Still training step 240 of 563 ................................................................................ 23:18:36 Still training step 320 of 563 ................................................................................ 23:18:47 Still training step 400 of 563 ................................................................................ 23:18:58 Still training step 480 of 563 ................................................................................ 23:19:09 Still training step 560 of 563 ... Mean return: 3.525% Monthly Sharpe ratio: 0.622 OOS MSE across all predictions: 40.2456 In-sample MSE: 35.9434 Variance: 39.4097 R-squared: -0.0212 Avg rank correlation (Kendall's tau): 0.0344 (Expected: 0) 5-quintile accuracy: 0.2165 (Expected: 0.2) Long/short/flat accuracy: 0.4594 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 207.800000 --- (1, 0.75) ................................................................................ 23:19:21 Still training step 80 of 563 ................................................................................ 23:19:32 Still training step 160 of 563 ................................................................................ 23:19:43 Still training step 240 of 563 ................................................................................ 23:19:53 Still training step 320 of 563 ................................................................................ 23:20:04 Still training step 400 of 563 ................................................................................ 23:20:15 Still training step 480 of 563 ................................................................................ 23:20:26 Still training step 560 of 563 ... Mean return: 3.741% Monthly Sharpe ratio: 0.660 OOS MSE across all predictions: 40.1746 In-sample MSE: 35.9778 Variance: 39.4097 R-squared: -0.0194 Avg rank correlation (Kendall's tau): 0.0349 (Expected: 0) 5-quintile accuracy: 0.2172 (Expected: 0.2) Long/short/flat accuracy: 0.4596 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 211.800000 --- (1, 0.9) ................................................................................ 23:20:38 Still training step 80 of 563 ................................................................................ 23:20:49 Still training step 160 of 563 ................................................................................ 23:21:00 Still training step 240 of 563 ................................................................................ 23:21:10 Still training step 320 of 563 ................................................................................ 23:21:21 Still training step 400 of 563 ................................................................................ 23:21:32 Still training step 480 of 563 ................................................................................ 23:21:43 Still training step 560 of 563 ... Mean return: 3.838% Monthly Sharpe ratio: 0.677 OOS MSE across all predictions: 40.0630 In-sample MSE: 36.0404 Variance: 39.4097 R-squared: -0.0166 Avg rank correlation (Kendall's tau): 0.0351 (Expected: 0) 5-quintile accuracy: 0.2197 (Expected: 0.2) Long/short/flat accuracy: 0.4604 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 217.800000 --- (1, 0.95) ................................................................................ 23:21:55 Still training step 80 of 563 ................................................................................ 23:22:06 Still training step 160 of 563 ................................................................................ 23:22:17 Still training step 240 of 563 ................................................................................ 23:22:28 Still training step 320 of 563 ................................................................................ 23:22:38 Still training step 400 of 563 ................................................................................ 23:22:50 Still training step 480 of 563 ................................................................................ 23:23:00 Still training step 560 of 563 ... Mean return: 3.693% Monthly Sharpe ratio: 0.644 OOS MSE across all predictions: 40.0284 In-sample MSE: 36.0607 Variance: 39.4097 R-squared: -0.0157 Avg rank correlation (Kendall's tau): 0.0348 (Expected: 0) 5-quintile accuracy: 0.2186 (Expected: 0.2) Long/short/flat accuracy: 0.4596 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 204.800000 --- (1, 0.99) ................................................................................ 23:23:13 Still training step 80 of 563 ................................................................................ 23:23:23 Still training step 160 of 563 ................................................................................ 23:23:34 Still training step 240 of 563 ................................................................................ 23:23:45 Still training step 320 of 563 ................................................................................ 23:23:55 Still training step 400 of 563 ................................................................................ 23:24:06 Still training step 480 of 563 ................................................................................ 23:24:17 Still training step 560 of 563 ... Mean return: 3.794% Monthly Sharpe ratio: 0.657 OOS MSE across all predictions: 40.0023 In-sample MSE: 36.0769 Variance: 39.4097 R-squared: -0.0150 Avg rank correlation (Kendall's tau): 0.0350 (Expected: 0) 5-quintile accuracy: 0.2185 (Expected: 0.2) Long/short/flat accuracy: 0.4606 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 212.800000 --- (1, 1) ................................................................................ 23:24:29 Still training step 80 of 563 ................................................................................ 23:24:39 Still training step 160 of 563 ................................................................................ 23:24:50 Still training step 240 of 563 ................................................................................ 23:25:00 Still training step 320 of 563 ................................................................................ 23:25:11 Still training step 400 of 563 ................................................................................ 23:25:22 Still training step 480 of 563 ................................................................................ 23:25:32 Still training step 560 of 563 ... Mean return: 3.717% Monthly Sharpe ratio: 0.643 OOS MSE across all predictions: 39.9960 In-sample MSE: 36.0809 Variance: 39.4097 R-squared: -0.0149 Avg rank correlation (Kendall's tau): 0.0352 (Expected: 0) 5-quintile accuracy: 0.2180 (Expected: 0.2) Long/short/flat accuracy: 0.4599 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 206.800000 --- (3, 0.01) ................................................................................ 23:25:45 Still training step 80 of 563 ................................................................................ 23:25:56 Still training step 160 of 563 ................................................................................ 23:26:07 Still training step 240 of 563 ................................................................................ 23:26:18 Still training step 320 of 563 ................................................................................ 23:26:30 Still training step 400 of 563 ................................................................................ 23:26:42 Still training step 480 of 563 ................................................................................ 23:26:53 Still training step 560 of 563 ... Mean return: 3.907% Monthly Sharpe ratio: 0.692 OOS MSE across all predictions: 40.6187 In-sample MSE: 35.8093 Variance: 39.4097 R-squared: -0.0307 Avg rank correlation (Kendall's tau): 0.0354 (Expected: 0) 5-quintile accuracy: 0.2201 (Expected: 0.2) Long/short/flat accuracy: 0.4609 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 226.800000 --- (3, 0.05) ................................................................................ 23:27:05 Still training step 80 of 563 ................................................................................ 23:27:16 Still training step 160 of 563 ................................................................................ 23:27:27 Still training step 240 of 563 ................................................................................ 23:27:39 Still training step 320 of 563 ................................................................................ 23:27:50 Still training step 400 of 563 ................................................................................ 23:28:02 Still training step 480 of 563 ................................................................................ 23:28:13 Still training step 560 of 563 ... Mean return: 4.044% Monthly Sharpe ratio: 0.712 OOS MSE across all predictions: 40.4882 In-sample MSE: 35.8321 Variance: 39.4097 R-squared: -0.0274 Avg rank correlation (Kendall's tau): 0.0352 (Expected: 0) 5-quintile accuracy: 0.2205 (Expected: 0.2) Long/short/flat accuracy: 0.4604 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 225.800000 --- (3, 0.1) ................................................................................ 23:28:25 Still training step 80 of 563 ................................................................................ 23:28:36 Still training step 160 of 563 ................................................................................ 23:28:47 Still training step 240 of 563 ................................................................................ 23:28:59 Still training step 320 of 563 ................................................................................ 23:29:10 Still training step 400 of 563 ................................................................................ 23:29:21 Still training step 480 of 563 ................................................................................ 23:29:32 Still training step 560 of 563 ... Mean return: 3.986% Monthly Sharpe ratio: 0.695 OOS MSE across all predictions: 40.3385 In-sample MSE: 35.8693 Variance: 39.4097 R-squared: -0.0236 Avg rank correlation (Kendall's tau): 0.0357 (Expected: 0) 5-quintile accuracy: 0.2173 (Expected: 0.2) Long/short/flat accuracy: 0.4594 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 221.800000 --- (3, 0.5) ................................................................................ 23:29:44 Still training step 80 of 563 ................................................................................ 23:29:55 Still training step 160 of 563 ................................................................................ 23:30:06 Still training step 240 of 563 ................................................................................ 23:30:17 Still training step 320 of 563 ................................................................................ 23:30:29 Still training step 400 of 563 ................................................................................ 23:30:40 Still training step 480 of 563 ................................................................................ 23:30:51 Still training step 560 of 563 ... Mean return: 3.301% Monthly Sharpe ratio: 0.588 OOS MSE across all predictions: 39.7193 In-sample MSE: 36.3076 Variance: 39.4097 R-squared: -0.0079 Avg rank correlation (Kendall's tau): 0.0350 (Expected: 0) 5-quintile accuracy: 0.2195 (Expected: 0.2) Long/short/flat accuracy: 0.4619 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 212.800000 --- (3, 0.667) ................................................................................ 23:31:03 Still training step 80 of 563 ................................................................................ 23:31:14 Still training step 160 of 563 ................................................................................ 23:31:25 Still training step 240 of 563 ................................................................................ 23:31:36 Still training step 320 of 563 ................................................................................ 23:31:47 Still training step 400 of 563 ................................................................................ 23:31:57 Still training step 480 of 563 ................................................................................ 23:32:08 Still training step 560 of 563 ... Mean return: 3.275% Monthly Sharpe ratio: 0.591 OOS MSE across all predictions: 39.6609 In-sample MSE: 36.4539 Variance: 39.4097 R-squared: -0.0064 Avg rank correlation (Kendall's tau): 0.0335 (Expected: 0) 5-quintile accuracy: 0.2204 (Expected: 0.2) Long/short/flat accuracy: 0.4604 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 198.800000 --- (3, 0.75) ................................................................................ 23:32:21 Still training step 80 of 563 ................................................................................ 23:32:32 Still training step 160 of 563 ................................................................................ 23:32:42 Still training step 240 of 563 ................................................................................ 23:32:53 Still training step 320 of 563 ................................................................................ 23:33:04 Still training step 400 of 563 ................................................................................ 23:33:16 Still training step 480 of 563 ................................................................................ 23:33:26 Still training step 560 of 563 ... Mean return: 2.953% Monthly Sharpe ratio: 0.531 OOS MSE across all predictions: 39.6559 In-sample MSE: 36.5223 Variance: 39.4097 R-squared: -0.0062 Avg rank correlation (Kendall's tau): 0.0313 (Expected: 0) 5-quintile accuracy: 0.2225 (Expected: 0.2) Long/short/flat accuracy: 0.4636 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 208.800000 --- (3, 0.9) ................................................................................ 23:33:39 Still training step 80 of 563 ................................................................................ 23:33:50 Still training step 160 of 563 ................................................................................ 23:34:00 Still training step 240 of 563 ................................................................................ 23:34:11 Still training step 320 of 563 ................................................................................ 23:34:22 Still training step 400 of 563 ................................................................................ 23:34:34 Still training step 480 of 563 ................................................................................ 23:34:45 Still training step 560 of 563 ... Mean return: 2.670% Monthly Sharpe ratio: 0.480 OOS MSE across all predictions: 39.6573 In-sample MSE: 36.6300 Variance: 39.4097 R-squared: -0.0063 Avg rank correlation (Kendall's tau): 0.0284 (Expected: 0) 5-quintile accuracy: 0.2216 (Expected: 0.2) Long/short/flat accuracy: 0.4645 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 205.800000 --- (3, 0.95) ................................................................................ 23:34:57 Still training step 80 of 563 ................................................................................ 23:35:08 Still training step 160 of 563 ................................................................................ 23:35:18 Still training step 240 of 563 ................................................................................ 23:35:29 Still training step 320 of 563 ................................................................................ 23:35:40 Still training step 400 of 563 ................................................................................ 23:35:52 Still training step 480 of 563 ................................................................................ 23:36:03 Still training step 560 of 563 ... Mean return: 2.697% Monthly Sharpe ratio: 0.485 OOS MSE across all predictions: 39.6561 In-sample MSE: 36.6645 Variance: 39.4097 R-squared: -0.0063 Avg rank correlation (Kendall's tau): 0.0266 (Expected: 0) 5-quintile accuracy: 0.2201 (Expected: 0.2) Long/short/flat accuracy: 0.4630 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 193.800000 --- (3, 0.99) ................................................................................ 23:36:15 Still training step 80 of 563 ................................................................................ 23:36:26 Still training step 160 of 563 ................................................................................ 23:36:37 Still training step 240 of 563 ................................................................................ 23:36:48 Still training step 320 of 563 ................................................................................ 23:36:59 Still training step 400 of 563 ................................................................................ 23:37:10 Still training step 480 of 563 ................................................................................ 23:37:21 Still training step 560 of 563 ... Mean return: 2.611% Monthly Sharpe ratio: 0.474 OOS MSE across all predictions: 39.6540 In-sample MSE: 36.6931 Variance: 39.4097 R-squared: -0.0062 Avg rank correlation (Kendall's tau): 0.0258 (Expected: 0) 5-quintile accuracy: 0.2194 (Expected: 0.2) Long/short/flat accuracy: 0.4631 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 194.800000 --- (3, 1) ................................................................................ 23:37:33 Still training step 80 of 563 ................................................................................ 23:37:44 Still training step 160 of 563 ................................................................................ 23:37:55 Still training step 240 of 563 ................................................................................ 23:38:06 Still training step 320 of 563 ................................................................................ 23:38:16 Still training step 400 of 563 ................................................................................ 23:38:27 Still training step 480 of 563 ................................................................................ 23:38:38 Still training step 560 of 563 ... Mean return: 2.577% Monthly Sharpe ratio: 0.466 OOS MSE across all predictions: 39.6532 In-sample MSE: 36.7001 Variance: 39.4097 R-squared: -0.0062 Avg rank correlation (Kendall's tau): 0.0256 (Expected: 0) 5-quintile accuracy: 0.2197 (Expected: 0.2) Long/short/flat accuracy: 0.4632 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 194.800000 --- (10, 0.01) ................................................................................ 23:38:51 Still training step 80 of 563 ................................................................................ 23:39:02 Still training step 160 of 563 ................................................................................ 23:39:13 Still training step 240 of 563 ................................................................................ 23:39:24 Still training step 320 of 563 ................................................................................ 23:39:35 Still training step 400 of 563 ................................................................................ 23:39:46 Still training step 480 of 563 ................................................................................ 23:39:57 Still training step 560 of 563 ... Mean return: 3.980% Monthly Sharpe ratio: 0.703 OOS MSE across all predictions: 40.0051 In-sample MSE: 35.9534 Variance: 39.4097 R-squared: -0.0151 Avg rank correlation (Kendall's tau): 0.0354 (Expected: 0) 5-quintile accuracy: 0.2163 (Expected: 0.2) Long/short/flat accuracy: 0.4593 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 216.800000 --- (10, 0.05) ................................................................................ 23:40:10 Still training step 80 of 563 ................................................................................ 23:40:21 Still training step 160 of 563 ................................................................................ 23:40:31 Still training step 240 of 563 ................................................................................ 23:40:42 Still training step 320 of 563 ................................................................................ 23:40:53 Still training step 400 of 563 ................................................................................ 23:41:04 Still training step 480 of 563 ................................................................................ 23:41:15 Still training step 560 of 563 ... Mean return: 4.050% Monthly Sharpe ratio: 0.701 OOS MSE across all predictions: 39.8288 In-sample MSE: 36.0671 Variance: 39.4097 R-squared: -0.0106 Avg rank correlation (Kendall's tau): 0.0356 (Expected: 0) 5-quintile accuracy: 0.2191 (Expected: 0.2) Long/short/flat accuracy: 0.4609 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 227.800000 --- (10, 0.1) ................................................................................ 23:41:27 Still training step 80 of 563 ................................................................................ 23:41:38 Still training step 160 of 563 ................................................................................ 23:41:49 Still training step 240 of 563 ................................................................................ 23:42:00 Still training step 320 of 563 ................................................................................ 23:42:11 Still training step 400 of 563 ................................................................................ 23:42:22 Still training step 480 of 563 ................................................................................ 23:42:33 Still training step 560 of 563 ... Mean return: 3.735% Monthly Sharpe ratio: 0.633 OOS MSE across all predictions: 39.6947 In-sample MSE: 36.2325 Variance: 39.4097 R-squared: -0.0072 Avg rank correlation (Kendall's tau): 0.0364 (Expected: 0) 5-quintile accuracy: 0.2185 (Expected: 0.2) Long/short/flat accuracy: 0.4596 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 205.800000 --- (10, 0.5) ................................................................................ 23:42:45 Still training step 80 of 563 ................................................................................ 23:42:56 Still training step 160 of 563 ................................................................................ 23:43:07 Still training step 240 of 563 ................................................................................ 23:43:18 Still training step 320 of 563 ................................................................................ 23:43:29 Still training step 400 of 563 ................................................................................ 23:43:40 Still training step 480 of 563 ................................................................................ 23:43:51 Still training step 560 of 563 ... Mean return: 1.616% Monthly Sharpe ratio: 0.319 OOS MSE across all predictions: 39.6842 In-sample MSE: 37.0032 Variance: 39.4097 R-squared: -0.0070 Avg rank correlation (Kendall's tau): 0.0198 (Expected: 0) 5-quintile accuracy: 0.2158 (Expected: 0.2) Long/short/flat accuracy: 0.4649 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 186.800000 --- (10, 0.667) ................................................................................ 23:44:03 Still training step 80 of 563 ................................................................................ 23:44:14 Still training step 160 of 563 ................................................................................ 23:44:25 Still training step 240 of 563 ................................................................................ 23:44:36 Still training step 320 of 563 ................................................................................ 23:44:47 Still training step 400 of 563 ................................................................................ 23:44:58 Still training step 480 of 563 ................................................................................ 23:45:09 Still training step 560 of 563 ... Mean return: 0.570% Monthly Sharpe ratio: 0.130 OOS MSE across all predictions: 39.7565 In-sample MSE: 37.1217 Variance: 39.4097 R-squared: -0.0088 Avg rank correlation (Kendall's tau): 0.0104 (Expected: 0) 5-quintile accuracy: 0.2173 (Expected: 0.2) Long/short/flat accuracy: 0.4667 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 168.800000 --- (10, 0.75) ................................................................................ 23:45:21 Still training step 80 of 563 ................................................................................ 23:45:32 Still training step 160 of 563 ................................................................................ 23:45:42 Still training step 240 of 563 ................................................................................ 23:45:54 Still training step 320 of 563 ................................................................................ 23:46:04 Still training step 400 of 563 ................................................................................ 23:46:15 Still training step 480 of 563 ................................................................................ 23:46:26 Still training step 560 of 563 ... Mean return: -0.084% Monthly Sharpe ratio: 0.013 OOS MSE across all predictions: 39.7848 In-sample MSE: 37.1500 Variance: 39.4097 R-squared: -0.0095 Avg rank correlation (Kendall's tau): 0.0059 (Expected: 0) 5-quintile accuracy: 0.2173 (Expected: 0.2) Long/short/flat accuracy: 0.4648 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 136.800000 --- (10, 0.9) ................................................................................ 23:46:38 Still training step 80 of 563 ................................................................................ 23:46:49 Still training step 160 of 563 ................................................................................ 23:47:00 Still training step 240 of 563 ................................................................................ 23:47:10 Still training step 320 of 563 ................................................................................ 23:47:21 Still training step 400 of 563 ................................................................................ 23:47:32 Still training step 480 of 563 ................................................................................ 23:47:43 Still training step 560 of 563 ... Mean return: -0.648% Monthly Sharpe ratio: -0.091 OOS MSE across all predictions: 39.8181 In-sample MSE: 37.1843 Variance: 39.4097 R-squared: -0.0104 Avg rank correlation (Kendall's tau): -0.0000 (Expected: 0) 5-quintile accuracy: 0.2147 (Expected: 0.2) Long/short/flat accuracy: 0.4613 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 106.800000 --- (10, 0.95) ................................................................................ 23:47:55 Still training step 80 of 563 ................................................................................ 23:48:05 Still training step 160 of 563 ................................................................................ 23:48:16 Still training step 240 of 563 ................................................................................ 23:48:26 Still training step 320 of 563 ................................................................................ 23:48:37 Still training step 400 of 563 ................................................................................ 23:48:48 Still training step 480 of 563 ................................................................................ 23:48:58 Still training step 560 of 563 ... Mean return: -0.850% Monthly Sharpe ratio: -0.124 OOS MSE across all predictions: 39.8252 In-sample MSE: 37.1900 Variance: 39.4097 R-squared: -0.0105 Avg rank correlation (Kendall's tau): -0.0012 (Expected: 0) 5-quintile accuracy: 0.2147 (Expected: 0.2) Long/short/flat accuracy: 0.4608 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 99.800000 --- (10, 0.99) ................................................................................ 23:49:10 Still training step 80 of 563 ................................................................................ 23:49:21 Still training step 160 of 563 ................................................................................ 23:49:32 Still training step 240 of 563 ................................................................................ 23:49:42 Still training step 320 of 563 ................................................................................ 23:49:53 Still training step 400 of 563 ................................................................................ 23:50:03 Still training step 480 of 563 ................................................................................ 23:50:14 Still training step 560 of 563 ... Mean return: -0.922% Monthly Sharpe ratio: -0.138 OOS MSE across all predictions: 39.8289 In-sample MSE: 37.1900 Variance: 39.4097 R-squared: -0.0106 Avg rank correlation (Kendall's tau): -0.0014 (Expected: 0) 5-quintile accuracy: 0.2145 (Expected: 0.2) Long/short/flat accuracy: 0.4608 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 97.800000 --- (10, 1) ................................................................................ 23:50:26 Still training step 80 of 563 ................................................................................ 23:50:37 Still training step 160 of 563 ................................................................................ 23:50:48 Still training step 240 of 563 ................................................................................ 23:50:58 Still training step 320 of 563 ................................................................................ 23:51:09 Still training step 400 of 563 ................................................................................ 23:51:20 Still training step 480 of 563 ................................................................................ 23:51:30 Still training step 560 of 563 ... Mean return: -0.904% Monthly Sharpe ratio: -0.135 OOS MSE across all predictions: 39.8296 In-sample MSE: 37.1900 Variance: 39.4097 R-squared: -0.0107 Avg rank correlation (Kendall's tau): -0.0014 (Expected: 0) 5-quintile accuracy: 0.2136 (Expected: 0.2) Long/short/flat accuracy: 0.4604 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 94.800000 --- (30, 0.01) ................................................................................ 23:51:42 Still training step 80 of 563 ................................................................................ 23:51:53 Still training step 160 of 563 ................................................................................ 23:52:04 Still training step 240 of 563 ................................................................................ 23:52:15 Still training step 320 of 563 ................................................................................ 23:52:26 Still training step 400 of 563 ................................................................................ 23:52:37 Still training step 480 of 563 ................................................................................ 23:52:47 Still training step 560 of 563 ... Mean return: 3.620% Monthly Sharpe ratio: 0.625 OOS MSE across all predictions: 39.6339 In-sample MSE: 36.2455 Variance: 39.4097 R-squared: -0.0057 Avg rank correlation (Kendall's tau): 0.0356 (Expected: 0) 5-quintile accuracy: 0.2185 (Expected: 0.2) Long/short/flat accuracy: 0.4607 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 204.800000 --- (30, 0.05) ................................................................................ 23:52:59 Still training step 80 of 563 ................................................................................ 23:53:10 Still training step 160 of 563 ................................................................................ 23:53:20 Still training step 240 of 563 ................................................................................ 23:53:31 Still training step 320 of 563 ................................................................................ 23:53:42 Still training step 400 of 563 ................................................................................ 23:53:53 Still training step 480 of 563 ................................................................................ 23:54:04 Still training step 560 of 563 ... Mean return: 3.225% Monthly Sharpe ratio: 0.559 OOS MSE across all predictions: 39.5872 In-sample MSE: 36.5314 Variance: 39.4097 R-squared: -0.0045 Avg rank correlation (Kendall's tau): 0.0306 (Expected: 0) 5-quintile accuracy: 0.2210 (Expected: 0.2) Long/short/flat accuracy: 0.4637 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 213.800000 --- (30, 0.1) ................................................................................ 23:54:15 Still training step 80 of 563 ................................................................................ 23:54:26 Still training step 160 of 563 ................................................................................ 23:54:37 Still training step 240 of 563 ................................................................................ 23:54:47 Still training step 320 of 563 ................................................................................ 23:54:58 Still training step 400 of 563 ................................................................................ 23:55:09 Still training step 480 of 563 ................................................................................ 23:55:20 Still training step 560 of 563 ... Mean return: 2.287% Monthly Sharpe ratio: 0.423 OOS MSE across all predictions: 39.6327 In-sample MSE: 36.8097 Variance: 39.4097 R-squared: -0.0057 Avg rank correlation (Kendall's tau): 0.0234 (Expected: 0) 5-quintile accuracy: 0.2165 (Expected: 0.2) Long/short/flat accuracy: 0.4602 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 166.800000 --- (30, 0.5) ................................................................................ 23:55:31 Still training step 80 of 563 ................................................................................ 23:55:42 Still training step 160 of 563 ................................................................................ 23:55:53 Still training step 240 of 563 ................................................................................ 23:56:03 Still training step 320 of 563 ................................................................................ 23:56:14 Still training step 400 of 563 ................................................................................ 23:56:25 Still training step 480 of 563 ................................................................................ 23:56:35 Still training step 560 of 563 ... Mean return: -1.129% Monthly Sharpe ratio: -0.178 OOS MSE across all predictions: 39.8418 In-sample MSE: 37.1900 Variance: 39.4097 R-squared: -0.0110 Avg rank correlation (Kendall's tau): -0.0030 (Expected: 0) 5-quintile accuracy: 0.2106 (Expected: 0.2) Long/short/flat accuracy: 0.4577 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 69.800000 --- (30, 0.667) ................................................................................ 23:56:47 Still training step 80 of 563 ................................................................................ 23:56:58 Still training step 160 of 563 ................................................................................ 23:57:09 Still training step 240 of 563 ................................................................................ 23:57:19 Still training step 320 of 563 ................................................................................ 23:57:30 Still training step 400 of 563 ................................................................................ 23:57:41 Still training step 480 of 563 ................................................................................ 23:57:52 Still training step 560 of 563 ... Mean return: -1.129% Monthly Sharpe ratio: -0.178 OOS MSE across all predictions: 39.8418 In-sample MSE: 37.1900 Variance: 39.4097 R-squared: -0.0110 Avg rank correlation (Kendall's tau): -0.0030 (Expected: 0) 5-quintile accuracy: 0.2106 (Expected: 0.2) Long/short/flat accuracy: 0.4577 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 69.800000 --- (30, 0.75) ................................................................................ 23:58:04 Still training step 80 of 563 ................................................................................ 23:58:14 Still training step 160 of 563 ................................................................................ 23:58:25 Still training step 240 of 563 ................................................................................ 23:58:36 Still training step 320 of 563 ................................................................................ 23:58:46 Still training step 400 of 563 ................................................................................ 23:58:57 Still training step 480 of 563 ................................................................................ 23:59:08 Still training step 560 of 563 ... Mean return: -1.129% Monthly Sharpe ratio: -0.178 OOS MSE across all predictions: 39.8418 In-sample MSE: 37.1900 Variance: 39.4097 R-squared: -0.0110 Avg rank correlation (Kendall's tau): -0.0030 (Expected: 0) 5-quintile accuracy: 0.2106 (Expected: 0.2) Long/short/flat accuracy: 0.4577 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 69.800000 --- (30, 0.9) ................................................................................ 23:59:20 Still training step 80 of 563 ................................................................................ 23:59:30 Still training step 160 of 563 ................................................................................ 23:59:41 Still training step 240 of 563 ................................................................................ 23:59:51 Still training step 320 of 563 ................................................................................ 00:00:02 Still training step 400 of 563 ................................................................................ 00:00:13 Still training step 480 of 563 ................................................................................ 00:00:24 Still training step 560 of 563 ... Mean return: -1.129% Monthly Sharpe ratio: -0.178 OOS MSE across all predictions: 39.8418 In-sample MSE: 37.1900 Variance: 39.4097 R-squared: -0.0110 Avg rank correlation (Kendall's tau): -0.0030 (Expected: 0) 5-quintile accuracy: 0.2106 (Expected: 0.2) Long/short/flat accuracy: 0.4577 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 69.800000 --- (30, 0.95) ................................................................................ 00:00:36 Still training step 80 of 563 ................................................................................ 00:00:46 Still training step 160 of 563 ................................................................................ 00:00:57 Still training step 240 of 563 ................................................................................ 00:01:08 Still training step 320 of 563 ................................................................................ 00:01:19 Still training step 400 of 563 ................................................................................ 00:01:30 Still training step 480 of 563 ................................................................................ 00:01:41 Still training step 560 of 563 ... Mean return: -1.129% Monthly Sharpe ratio: -0.178 OOS MSE across all predictions: 39.8418 In-sample MSE: 37.1900 Variance: 39.4097 R-squared: -0.0110 Avg rank correlation (Kendall's tau): -0.0030 (Expected: 0) 5-quintile accuracy: 0.2106 (Expected: 0.2) Long/short/flat accuracy: 0.4577 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 69.800000 --- (30, 0.99) ................................................................................ 00:01:53 Still training step 80 of 563 ................................................................................ 00:02:03 Still training step 160 of 563 ................................................................................ 00:02:14 Still training step 240 of 563 ................................................................................ 00:02:25 Still training step 320 of 563 ................................................................................ 00:02:35 Still training step 400 of 563 ................................................................................ 00:02:46 Still training step 480 of 563 ................................................................................ 00:02:57 Still training step 560 of 563 ... Mean return: -1.129% Monthly Sharpe ratio: -0.178 OOS MSE across all predictions: 39.8418 In-sample MSE: 37.1900 Variance: 39.4097 R-squared: -0.0110 Avg rank correlation (Kendall's tau): -0.0030 (Expected: 0) 5-quintile accuracy: 0.2106 (Expected: 0.2) Long/short/flat accuracy: 0.4577 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 69.800000 --- (30, 1) ................................................................................ 00:03:09 Still training step 80 of 563 ................................................................................ 00:03:20 Still training step 160 of 563 ................................................................................ 00:03:30 Still training step 240 of 563 ................................................................................ 00:03:41 Still training step 320 of 563 ................................................................................ 00:03:52 Still training step 400 of 563 ................................................................................ 00:04:02 Still training step 480 of 563 ................................................................................ 00:04:13 Still training step 560 of 563 ... Mean return: -1.129% Monthly Sharpe ratio: -0.178 OOS MSE across all predictions: 39.8418 In-sample MSE: 37.1900 Variance: 39.4097 R-squared: -0.0110 Avg rank correlation (Kendall's tau): -0.0030 (Expected: 0) 5-quintile accuracy: 0.2106 (Expected: 0.2) Long/short/flat accuracy: 0.4577 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 69.800000 --- (100, 0.01) ................................................................................ 00:04:25 Still training step 80 of 563 ................................................................................ 00:04:36 Still training step 160 of 563 ................................................................................ 00:04:46 Still training step 240 of 563 ................................................................................ 00:04:57 Still training step 320 of 563 ................................................................................ 00:05:07 Still training step 400 of 563 ................................................................................ 00:05:18 Still training step 480 of 563 ................................................................................ 00:05:29 Still training step 560 of 563 ... Mean return: 2.123% Monthly Sharpe ratio: 0.384 OOS MSE across all predictions: 39.6058 In-sample MSE: 36.6941 Variance: 39.4097 R-squared: -0.0050 Avg rank correlation (Kendall's tau): 0.0245 (Expected: 0) 5-quintile accuracy: 0.2155 (Expected: 0.2) Long/short/flat accuracy: 0.4620 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 169.800000 --- (100, 0.05) ................................................................................ 00:05:41 Still training step 80 of 563 ................................................................................ 00:05:52 Still training step 160 of 563 ................................................................................ 00:06:02 Still training step 240 of 563 ................................................................................ 00:06:13 Still training step 320 of 563 ................................................................................ 00:06:24 Still training step 400 of 563 ................................................................................ 00:06:35 Still training step 480 of 563 ................................................................................ 00:06:45 Still training step 560 of 563 ... Mean return: 1.062% Monthly Sharpe ratio: 0.220 OOS MSE across all predictions: 39.7475 In-sample MSE: 37.0848 Variance: 39.4097 R-squared: -0.0086 Avg rank correlation (Kendall's tau): 0.0126 (Expected: 0) 5-quintile accuracy: 0.2161 (Expected: 0.2) Long/short/flat accuracy: 0.4668 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 176.800000 --- (100, 0.1) ................................................................................ 00:06:57 Still training step 80 of 563 ................................................................................ 00:07:08 Still training step 160 of 563 ................................................................................ 00:07:19 Still training step 240 of 563 ................................................................................ 00:07:29 Still training step 320 of 563 ................................................................................ 00:07:40 Still training step 400 of 563 ................................................................................ 00:07:51 Still training step 480 of 563 ................................................................................ 00:08:02 Still training step 560 of 563 ... Mean return: -1.133% Monthly Sharpe ratio: -0.177 OOS MSE across all predictions: 39.8368 In-sample MSE: 37.1900 Variance: 39.4097 R-squared: -0.0108 Avg rank correlation (Kendall's tau): -0.0022 (Expected: 0) 5-quintile accuracy: 0.2131 (Expected: 0.2) Long/short/flat accuracy: 0.4580 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 74.800000 --- (100, 0.5) ................................................................................ 00:08:14 Still training step 80 of 563 ................................................................................ 00:08:24 Still training step 160 of 563 ................................................................................ 00:08:35 Still training step 240 of 563 ................................................................................ 00:08:45 Still training step 320 of 563 ................................................................................ 00:08:56 Still training step 400 of 563 ................................................................................ 00:09:07 Still training step 480 of 563 ................................................................................ 00:09:18 Still training step 560 of 563 ... Mean return: -1.129% Monthly Sharpe ratio: -0.178 OOS MSE across all predictions: 39.8418 In-sample MSE: 37.1900 Variance: 39.4097 R-squared: -0.0110 Avg rank correlation (Kendall's tau): -0.0030 (Expected: 0) 5-quintile accuracy: 0.2106 (Expected: 0.2) Long/short/flat accuracy: 0.4577 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 69.800000 --- (100, 0.667) ................................................................................ 00:09:29 Still training step 80 of 563 ................................................................................ 00:09:40 Still training step 160 of 563 ................................................................................ 00:09:51 Still training step 240 of 563 ................................................................................ 00:10:01 Still training step 320 of 563 ................................................................................ 00:10:12 Still training step 400 of 563 ................................................................................ 00:10:22 Still training step 480 of 563 ................................................................................ 00:10:33 Still training step 560 of 563 ... Mean return: -1.129% Monthly Sharpe ratio: -0.178 OOS MSE across all predictions: 39.8418 In-sample MSE: 37.1900 Variance: 39.4097 R-squared: -0.0110 Avg rank correlation (Kendall's tau): -0.0030 (Expected: 0) 5-quintile accuracy: 0.2106 (Expected: 0.2) Long/short/flat accuracy: 0.4577 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 69.800000 --- (100, 0.75) ................................................................................ 00:10:45 Still training step 80 of 563 ................................................................................ 00:10:56 Still training step 160 of 563 ................................................................................ 00:11:06 Still training step 240 of 563 ................................................................................ 00:11:16 Still training step 320 of 563 ................................................................................ 00:11:27 Still training step 400 of 563 ................................................................................ 00:11:37 Still training step 480 of 563 ................................................................................ 00:11:48 Still training step 560 of 563 ... Mean return: -1.129% Monthly Sharpe ratio: -0.178 OOS MSE across all predictions: 39.8418 In-sample MSE: 37.1900 Variance: 39.4097 R-squared: -0.0110 Avg rank correlation (Kendall's tau): -0.0030 (Expected: 0) 5-quintile accuracy: 0.2106 (Expected: 0.2) Long/short/flat accuracy: 0.4577 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 69.800000 --- (100, 0.9) ................................................................................ 00:12:00 Still training step 80 of 563 ................................................................................ 00:12:11 Still training step 160 of 563 ................................................................................ 00:12:21 Still training step 240 of 563 ................................................................................ 00:12:32 Still training step 320 of 563 ................................................................................ 00:12:42 Still training step 400 of 563 ................................................................................ 00:12:53 Still training step 480 of 563 ................................................................................ 00:13:03 Still training step 560 of 563 ... Mean return: -1.129% Monthly Sharpe ratio: -0.178 OOS MSE across all predictions: 39.8418 In-sample MSE: 37.1900 Variance: 39.4097 R-squared: -0.0110 Avg rank correlation (Kendall's tau): -0.0030 (Expected: 0) 5-quintile accuracy: 0.2106 (Expected: 0.2) Long/short/flat accuracy: 0.4577 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 69.800000 --- (100, 0.95) ................................................................................ 00:13:15 Still training step 80 of 563 ................................................................................ 00:13:26 Still training step 160 of 563 ................................................................................ 00:13:36 Still training step 240 of 563 ................................................................................ 00:13:46 Still training step 320 of 563 ................................................................................ 00:13:57 Still training step 400 of 563 ................................................................................ 00:14:07 Still training step 480 of 563 ................................................................................ 00:14:18 Still training step 560 of 563 ... Mean return: -1.129% Monthly Sharpe ratio: -0.178 OOS MSE across all predictions: 39.8418 In-sample MSE: 37.1900 Variance: 39.4097 R-squared: -0.0110 Avg rank correlation (Kendall's tau): -0.0030 (Expected: 0) 5-quintile accuracy: 0.2106 (Expected: 0.2) Long/short/flat accuracy: 0.4577 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 69.800000 --- (100, 0.99) ................................................................................ 00:14:30 Still training step 80 of 563 ................................................................................ 00:14:41 Still training step 160 of 563 ................................................................................ 00:14:51 Still training step 240 of 563 ................................................................................ 00:15:02 Still training step 320 of 563 ................................................................................ 00:15:12 Still training step 400 of 563 ................................................................................ 00:15:23 Still training step 480 of 563 ................................................................................ 00:15:34 Still training step 560 of 563 ... Mean return: -1.129% Monthly Sharpe ratio: -0.178 OOS MSE across all predictions: 39.8418 In-sample MSE: 37.1900 Variance: 39.4097 R-squared: -0.0110 Avg rank correlation (Kendall's tau): -0.0030 (Expected: 0) 5-quintile accuracy: 0.2106 (Expected: 0.2) Long/short/flat accuracy: 0.4577 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 69.800000 --- (100, 1) ................................................................................ 00:15:46 Still training step 80 of 563 ................................................................................ 00:15:56 Still training step 160 of 563 ................................................................................ 00:16:06 Still training step 240 of 563 ................................................................................ 00:16:17 Still training step 320 of 563 ................................................................................ 00:16:28 Still training step 400 of 563 ................................................................................ 00:16:38 Still training step 480 of 563 ................................................................................ 00:16:49 Still training step 560 of 563 ... Mean return: -1.129% Monthly Sharpe ratio: -0.178 OOS MSE across all predictions: 39.8418 In-sample MSE: 37.1900 Variance: 39.4097 R-squared: -0.0110 Avg rank correlation (Kendall's tau): -0.0030 (Expected: 0) 5-quintile accuracy: 0.2106 (Expected: 0.2) Long/short/flat accuracy: 0.4577 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 69.800000 ---
# make a dataframe with all the metrics
flatlist = []
for key, mse, sharpe, quantile_score, directional_score, kt, excess_tp in zip(params_list, mse_list, sharpe_list,
quintile_accuracy_list, directional_accuracy_list, kendalltau_list, excess_tp_list):
flatlist.append([key[0], key[1], mse, sharpe, quantile_score, directional_score, kt, excess_tp])
elasticframe2 = pd.DataFrame(flatlist, columns = ['alpha', 'l1_ratio',
'mse', 'sharpe', 'quantile_score',
'direction_score', 'kendalltau', 'truepositive_score'])
elasticframe2.to_csv("ElasticNetmetrics2.csv")
#metricsframe.sort_values(['kendalltau'], ascending=False)[['alpha','l1_ratio']].values[:12]
elasticframe2 = pd.read_csv("ElasticNetmetrics2.csv")
elasticframe2
Unnamed: 0 | alpha | l1_ratio | mse | sharpe | quantile_score | direction_score | kendalltau | truepositive_score | |
---|---|---|---|---|---|---|---|---|---|
0 | 0 | 1 | 0.010 | 41.069359 | 0.683350 | 0.216696 | 0.459799 | 0.033810 | 219.8 |
1 | 1 | 1 | 0.050 | 41.005375 | 0.658197 | 0.215631 | 0.458970 | 0.033671 | 209.8 |
2 | 2 | 1 | 0.100 | 40.927962 | 0.676164 | 0.216933 | 0.460272 | 0.033712 | 219.8 |
3 | 3 | 1 | 0.500 | 40.406892 | 0.627035 | 0.217940 | 0.459384 | 0.034602 | 210.8 |
4 | 4 | 1 | 0.667 | 40.245619 | 0.621820 | 0.216459 | 0.459384 | 0.034390 | 207.8 |
5 | 5 | 1 | 0.750 | 40.174647 | 0.660336 | 0.217170 | 0.459562 | 0.034896 | 211.8 |
6 | 6 | 1 | 0.900 | 40.063012 | 0.676507 | 0.219657 | 0.460450 | 0.035050 | 217.8 |
7 | 7 | 1 | 0.950 | 40.028353 | 0.644463 | 0.218591 | 0.459621 | 0.034822 | 204.8 |
8 | 8 | 1 | 0.990 | 40.002274 | 0.657377 | 0.218472 | 0.460628 | 0.035033 | 212.8 |
9 | 9 | 1 | 1.000 | 39.996009 | 0.643233 | 0.217999 | 0.459917 | 0.035197 | 206.8 |
10 | 10 | 3 | 0.010 | 40.618718 | 0.691721 | 0.220071 | 0.460924 | 0.035370 | 226.8 |
11 | 11 | 3 | 0.050 | 40.488248 | 0.711597 | 0.220545 | 0.460391 | 0.035199 | 225.8 |
12 | 12 | 3 | 0.100 | 40.338537 | 0.694537 | 0.217348 | 0.459443 | 0.035713 | 221.8 |
13 | 13 | 3 | 0.500 | 39.719270 | 0.588388 | 0.219479 | 0.461871 | 0.034968 | 212.8 |
14 | 14 | 3 | 0.667 | 39.660851 | 0.590871 | 0.220367 | 0.460450 | 0.033513 | 198.8 |
15 | 15 | 3 | 0.750 | 39.655944 | 0.530663 | 0.222499 | 0.463647 | 0.031332 | 208.8 |
16 | 16 | 3 | 0.900 | 39.657281 | 0.479538 | 0.221610 | 0.464535 | 0.028448 | 205.8 |
17 | 17 | 3 | 0.950 | 39.656138 | 0.484611 | 0.220071 | 0.462996 | 0.026560 | 193.8 |
18 | 18 | 3 | 0.990 | 39.653971 | 0.473565 | 0.219420 | 0.463055 | 0.025752 | 194.8 |
19 | 19 | 3 | 1.000 | 39.653247 | 0.465770 | 0.219657 | 0.463233 | 0.025572 | 194.8 |
20 | 20 | 10 | 0.010 | 40.005086 | 0.703040 | 0.216341 | 0.459266 | 0.035370 | 216.8 |
21 | 21 | 10 | 0.050 | 39.828756 | 0.700783 | 0.219065 | 0.460864 | 0.035640 | 227.8 |
22 | 22 | 10 | 0.100 | 39.694693 | 0.632693 | 0.218532 | 0.459621 | 0.036374 | 205.8 |
23 | 23 | 10 | 0.500 | 39.684202 | 0.318532 | 0.215808 | 0.464950 | 0.019845 | 186.8 |
24 | 24 | 10 | 0.667 | 39.756489 | 0.129705 | 0.217348 | 0.466667 | 0.010445 | 168.8 |
25 | 25 | 10 | 0.750 | 39.784849 | 0.012905 | 0.217288 | 0.464831 | 0.005896 | 136.8 |
26 | 26 | 10 | 0.900 | 39.818139 | -0.090652 | 0.214683 | 0.461338 | -0.000021 | 106.8 |
27 | 27 | 10 | 0.950 | 39.825232 | -0.124209 | 0.214742 | 0.460805 | -0.001189 | 99.8 |
28 | 28 | 10 | 0.990 | 39.828917 | -0.137845 | 0.214506 | 0.460805 | -0.001401 | 97.8 |
29 | 29 | 10 | 1.000 | 39.829603 | -0.134672 | 0.213558 | 0.460391 | -0.001401 | 94.8 |
30 | 30 | 30 | 0.010 | 39.633916 | 0.625047 | 0.218532 | 0.460687 | 0.035582 | 204.8 |
31 | 31 | 30 | 0.050 | 39.587186 | 0.558508 | 0.220959 | 0.463706 | 0.030581 | 213.8 |
32 | 32 | 30 | 0.100 | 39.632667 | 0.423426 | 0.216459 | 0.460154 | 0.023359 | 166.8 |
33 | 33 | 30 | 0.500 | 39.841766 | -0.178359 | 0.210598 | 0.457726 | -0.002977 | 69.8 |
34 | 34 | 30 | 0.667 | 39.841762 | -0.178359 | 0.210598 | 0.457726 | -0.002977 | 69.8 |
35 | 35 | 30 | 0.750 | 39.841762 | -0.178359 | 0.210598 | 0.457726 | -0.002977 | 69.8 |
36 | 36 | 30 | 0.900 | 39.841762 | -0.178359 | 0.210598 | 0.457726 | -0.002977 | 69.8 |
37 | 37 | 30 | 0.950 | 39.841762 | -0.178359 | 0.210598 | 0.457726 | -0.002977 | 69.8 |
38 | 38 | 30 | 0.990 | 39.841762 | -0.178359 | 0.210598 | 0.457726 | -0.002977 | 69.8 |
39 | 39 | 30 | 1.000 | 39.841762 | -0.178359 | 0.210598 | 0.457726 | -0.002977 | 69.8 |
40 | 40 | 100 | 0.010 | 39.605779 | 0.384261 | 0.215512 | 0.461989 | 0.024472 | 169.8 |
41 | 41 | 100 | 0.050 | 39.747456 | 0.220113 | 0.216104 | 0.466844 | 0.012649 | 176.8 |
42 | 42 | 100 | 0.100 | 39.836812 | -0.176632 | 0.213144 | 0.457963 | -0.002193 | 74.8 |
43 | 43 | 100 | 0.500 | 39.841762 | -0.178359 | 0.210598 | 0.457726 | -0.002977 | 69.8 |
44 | 44 | 100 | 0.667 | 39.841762 | -0.178359 | 0.210598 | 0.457726 | -0.002977 | 69.8 |
45 | 45 | 100 | 0.750 | 39.841762 | -0.178359 | 0.210598 | 0.457726 | -0.002977 | 69.8 |
46 | 46 | 100 | 0.900 | 39.841762 | -0.178359 | 0.210598 | 0.457726 | -0.002977 | 69.8 |
47 | 47 | 100 | 0.950 | 39.841762 | -0.178359 | 0.210598 | 0.457726 | -0.002977 | 69.8 |
48 | 48 | 100 | 0.990 | 39.841762 | -0.178359 | 0.210598 | 0.457726 | -0.002977 | 69.8 |
49 | 49 | 100 | 1.000 | 39.841762 | -0.178359 | 0.210598 | 0.457726 | -0.002977 | 69.8 |
# enumerate classifiers - didn't run these, maybe next time
estimators = []
for name, class_ in all_estimators():
if issubclass(class_, sklearn.base.ClassifierMixin):
if hasattr(class_, 'predict_proba'):
print(class_)
estimators.append(class_)
<class 'sklearn.ensemble.weight_boosting.AdaBoostClassifier'> <class 'sklearn.ensemble.bagging.BaggingClassifier'> <class 'sklearn.naive_bayes.BernoulliNB'> <class 'sklearn.calibration.CalibratedClassifierCV'> <class 'sklearn.tree.tree.DecisionTreeClassifier'> <class 'sklearn.tree.tree.ExtraTreeClassifier'> <class 'sklearn.ensemble.forest.ExtraTreesClassifier'> <class 'sklearn.naive_bayes.GaussianNB'> <class 'sklearn.gaussian_process.gpc.GaussianProcessClassifier'> <class 'sklearn.ensemble.gradient_boosting.GradientBoostingClassifier'> <class 'sklearn.neighbors.classification.KNeighborsClassifier'> <class 'sklearn.semi_supervised.label_propagation.LabelPropagation'> <class 'sklearn.semi_supervised.label_propagation.LabelSpreading'> <class 'sklearn.discriminant_analysis.LinearDiscriminantAnalysis'> <class 'sklearn.linear_model.logistic.LogisticRegression'> <class 'sklearn.linear_model.logistic.LogisticRegressionCV'> <class 'sklearn.neural_network.multilayer_perceptron.MLPClassifier'> <class 'sklearn.naive_bayes.MultinomialNB'> <class 'sklearn.svm.classes.NuSVC'> <class 'sklearn.discriminant_analysis.QuadraticDiscriminantAnalysis'> <class 'sklearn.ensemble.forest.RandomForestClassifier'> <class 'sklearn.linear_model.stochastic_gradient.SGDClassifier'> <class 'sklearn.svm.classes.SVC'>
estimators
[sklearn.ensemble.weight_boosting.AdaBoostClassifier, sklearn.ensemble.bagging.BaggingClassifier, sklearn.naive_bayes.BernoulliNB, sklearn.calibration.CalibratedClassifierCV, sklearn.tree.tree.DecisionTreeClassifier, sklearn.tree.tree.ExtraTreeClassifier, sklearn.ensemble.forest.ExtraTreesClassifier, sklearn.naive_bayes.GaussianNB, sklearn.gaussian_process.gpc.GaussianProcessClassifier, sklearn.ensemble.gradient_boosting.GradientBoostingClassifier, sklearn.neighbors.classification.KNeighborsClassifier, sklearn.semi_supervised.label_propagation.LabelPropagation, sklearn.semi_supervised.label_propagation.LabelSpreading, sklearn.discriminant_analysis.LinearDiscriminantAnalysis, sklearn.linear_model.logistic.LogisticRegression, sklearn.linear_model.logistic.LogisticRegressionCV, sklearn.neural_network.multilayer_perceptron.MLPClassifier, sklearn.naive_bayes.MultinomialNB, sklearn.svm.classes.NuSVC, sklearn.discriminant_analysis.QuadraticDiscriminantAnalysis, sklearn.ensemble.forest.RandomForestClassifier, sklearn.linear_model.stochastic_gradient.SGDClassifier, sklearn.svm.classes.SVC]
# use keras instead of sklearn MLPRegressor
# wrap keras model in a class
# multioutput 30 predictions simultaneously to speed up
# fit takes a list of response ys, predict returns a list of y_predict arrays
# no coef_dict
INPUT_DIM = X.shape[1]
print(INPUT_DIM)
OUTPUT_DIM = len(responses) # 30
BATCH_SIZE = 137
EPOCHS=1000
# 500 is arbitrary, which bugs me
# something one could do is backtest and walk-forward xval with an xval set
# leave 30 months out of training fold, train until error on those 30 months is minimized, eval on following fold
# the other thing that bugs me is higher epochs take longer and yield worse results, there's some 'regularization thruogh under-training' going on
# but stochastically will never train at same speed, so you can pick a model and it might need more or less training than 100 in production
class KerasBacktestModel(object):
def __init__(self,
n_hidden_layers = 2,
hidden_layer_size = 32,
reg_penalty = 0.0001,
epochs=EPOCHS,
verbose=True):
self.epochs=epochs
main_input = Input(shape=(INPUT_DIM,),
dtype='float32',
name='main_input')
lastlayer=main_input
for i in range(n_hidden_layers):
if verbose:
print("layer %d size %d, reg_penalty %.8f" % (i + 1,
hidden_layer_size,
reg_penalty,
))
lastlayer = Dense(units = hidden_layer_size,
activation = 'relu',
kernel_initializer = keras.initializers.glorot_uniform(),
kernel_regularizer=keras.regularizers.l1_l2(reg_penalty),
name = "Dense%02d" % i)(lastlayer)
outputs = []
for i in range(OUTPUT_DIM):
# OUTPUT_DIM outputs
outputs.append(Dense(1,
activation='linear',
name='output%02d' % i)(lastlayer)
)
self.model = Model(inputs=[main_input], outputs=outputs)
if verbose:
print(self.model.summary())
self.model.compile(loss="mse", metrics=["mse"], optimizer="adam", loss_weights=[1.]*OUTPUT_DIM)
def fit(self, X, Y, epochs=None, verbose=False):
# convert Y to list of ys
Y_list = [Y[:,i] for i in range(OUTPUT_DIM)]
if epochs:
self.epochs = epochs
retval = self.model.fit(X,
Y_list,
batch_size=BATCH_SIZE,
epochs=self.epochs,
verbose=verbose)
self.history = retval.history
self.last_loss_array = self.history['loss']
self.last_loss = self.history['loss'][-1] # includes regularization loss
return retval
def predict(self, X, verbose=False):
y_list = self.model.predict(X)
# convert list of ys to Y array
npreds=len(y_list[0])
Y_pred = [y.reshape(npreds) for y in y_list]
Y_pred = np.array(Y_pred).transpose()
return Y_pred
def save(self, modelname):
self.model.save("%s.h5" % modelname)
self.model.save_weights("%s_weights.h5" % modelname)
30
# no hidden layer, linear activation = LinearRegression
# confirm similar results to sklearn LinearRegression
keras_model = KerasBacktestModel(n_hidden_layers = 0,
reg_penalty = 0.0,
verbose=True,
epochs=2000)
__________________________________________________________________________________________________ Layer (type) Output Shape Param # Connected to ================================================================================================== main_input (InputLayer) (None, 30) 0 __________________________________________________________________________________________________ output00 (Dense) (None, 1) 31 main_input[0][0] __________________________________________________________________________________________________ output01 (Dense) (None, 1) 31 main_input[0][0] __________________________________________________________________________________________________ output02 (Dense) (None, 1) 31 main_input[0][0] __________________________________________________________________________________________________ output03 (Dense) (None, 1) 31 main_input[0][0] __________________________________________________________________________________________________ output04 (Dense) (None, 1) 31 main_input[0][0] __________________________________________________________________________________________________ output05 (Dense) (None, 1) 31 main_input[0][0] __________________________________________________________________________________________________ output06 (Dense) (None, 1) 31 main_input[0][0] __________________________________________________________________________________________________ output07 (Dense) (None, 1) 31 main_input[0][0] __________________________________________________________________________________________________ output08 (Dense) (None, 1) 31 main_input[0][0] __________________________________________________________________________________________________ output09 (Dense) (None, 1) 31 main_input[0][0] __________________________________________________________________________________________________ output10 (Dense) (None, 1) 31 main_input[0][0] __________________________________________________________________________________________________ output11 (Dense) (None, 1) 31 main_input[0][0] __________________________________________________________________________________________________ output12 (Dense) (None, 1) 31 main_input[0][0] __________________________________________________________________________________________________ output13 (Dense) (None, 1) 31 main_input[0][0] __________________________________________________________________________________________________ output14 (Dense) (None, 1) 31 main_input[0][0] __________________________________________________________________________________________________ output15 (Dense) (None, 1) 31 main_input[0][0] __________________________________________________________________________________________________ output16 (Dense) (None, 1) 31 main_input[0][0] __________________________________________________________________________________________________ output17 (Dense) (None, 1) 31 main_input[0][0] __________________________________________________________________________________________________ output18 (Dense) (None, 1) 31 main_input[0][0] __________________________________________________________________________________________________ output19 (Dense) (None, 1) 31 main_input[0][0] __________________________________________________________________________________________________ output20 (Dense) (None, 1) 31 main_input[0][0] __________________________________________________________________________________________________ output21 (Dense) (None, 1) 31 main_input[0][0] __________________________________________________________________________________________________ output22 (Dense) (None, 1) 31 main_input[0][0] __________________________________________________________________________________________________ output23 (Dense) (None, 1) 31 main_input[0][0] __________________________________________________________________________________________________ output24 (Dense) (None, 1) 31 main_input[0][0] __________________________________________________________________________________________________ output25 (Dense) (None, 1) 31 main_input[0][0] __________________________________________________________________________________________________ output26 (Dense) (None, 1) 31 main_input[0][0] __________________________________________________________________________________________________ output27 (Dense) (None, 1) 31 main_input[0][0] __________________________________________________________________________________________________ output28 (Dense) (None, 1) 31 main_input[0][0] __________________________________________________________________________________________________ output29 (Dense) (None, 1) 31 main_input[0][0] ================================================================================================== Total params: 930 Trainable params: 930 Non-trainable params: 0 __________________________________________________________________________________________________ None
backtestmodel = BacktestModel(X, Y,
model=keras_model,
coef_dict_param=coef_dict_all,
startindex=FIRST_TRAIN_MONTHS)
print(backtestmodel.fit_predict(121, npredict=3, verbose=True))
# should match linear regression model pretty closely
Using coef_dict predictors Epoch 1/2000 121/121 [==============================] - 3s 22ms/step - loss: 2327.2869 - output00_loss: 28.4154 - output01_loss: 78.5234 - output02_loss: 76.4103 - output03_loss: 64.6057 - output04_loss: 153.6343 - output05_loss: 49.2616 - output06_loss: 129.5141 - output07_loss: 111.6197 - output08_loss: 47.2683 - output09_loss: 51.8307 - output10_loss: 39.9993 - output11_loss: 42.6742 - output12_loss: 57.8732 - output13_loss: 111.2209 - output14_loss: 70.5415 - output15_loss: 84.1561 - output16_loss: 37.4167 - output17_loss: 103.2087 - output18_loss: 39.6734 - output19_loss: 173.0209 - output20_loss: 97.7147 - output21_loss: 86.7075 - output22_loss: 42.6604 - output23_loss: 33.2774 - output24_loss: 60.0313 - output25_loss: 55.5176 - output26_loss: 32.7767 - output27_loss: 59.7430 - output28_loss: 154.9644 - output29_loss: 153.0256 - output00_mean_squared_error: 28.4154 - output01_mean_squared_error: 78.5234 - output02_mean_squared_error: 76.4103 - output03_mean_squared_error: 64.6057 - output04_mean_squared_error: 153.6343 - output05_mean_squared_error: 49.2616 - output06_mean_squared_error: 129.5141 - output07_mean_squared_error: 111.6197 - output08_mean_squared_error: 47.2683 - output09_mean_squared_error: 51.8307 - output10_mean_squared_error: 39.9993 - output11_mean_squared_error: 42.6742 - output12_mean_squared_error: 57.8732 - output13_mean_squared_error: 111.2209 - output14_mean_squared_error: 70.5415 - output15_mean_squared_error: 84.1561 - output16_mean_squared_error: 37.4167 - output17_mean_squared_error: 103.2087 - output18_mean_squared_error: 39.6734 - output19_mean_squared_error: 173.0209 - output20_mean_squared_error: 97.7147 - output21_mean_squared_error: 86.7075 - output22_mean_squared_error: 42.6604 - output23_mean_squared_error: 33.2774 - output24_mean_squared_error: 60.0313 - output25_mean_squared_error: 55.5176 - output26_mean_squared_error: 32.7767 - output27_mean_squared_error: 59.7430 - output28_mean_squared_error: 154.9644 - output29_mean_squared_error: 153.0256 Epoch 2/2000 121/121 [==============================] - 0s 2ms/step - loss: 2299.9817 - output00_loss: 28.3243 - output01_loss: 77.2229 - output02_loss: 75.3371 - output03_loss: 64.1936 - output04_loss: 151.6904 - output05_loss: 48.9568 - output06_loss: 127.7704 - output07_loss: 110.2250 - output08_loss: 46.6635 - output09_loss: 51.5272 - output10_loss: 39.8846 - output11_loss: 42.3682 - output12_loss: 57.0821 - output13_loss: 109.6436 - output14_loss: 69.4643 - output15_loss: 82.9917 - output16_loss: 37.2899 - output17_loss: 102.0141 - output18_loss: 39.2162 - output19_loss: 170.7361 - output20_loss: 96.2168 - output21_loss: 85.7457 - output22_loss: 42.2792 - output23_loss: 32.8434 - output24_loss: 59.3130 - output25_loss: 55.2464 - output26_loss: 32.4957 - output27_loss: 59.1470 - output28_loss: 152.9571 - output29_loss: 151.1353 - output00_mean_squared_error: 28.3243 - output01_mean_squared_error: 77.2229 - output02_mean_squared_error: 75.3371 - output03_mean_squared_error: 64.1936 - output04_mean_squared_error: 151.6904 - output05_mean_squared_error: 48.9568 - output06_mean_squared_error: 127.7704 - output07_mean_squared_error: 110.2250 - output08_mean_squared_error: 46.6635 - output09_mean_squared_error: 51.5272 - output10_mean_squared_error: 39.8846 - output11_mean_squared_error: 42.3682 - output12_mean_squared_error: 57.0821 - output13_mean_squared_error: 109.6436 - output14_mean_squared_error: 69.4643 - output15_mean_squared_error: 82.9917 - output16_mean_squared_error: 37.2899 - output17_mean_squared_error: 102.0141 - output18_mean_squared_error: 39.2162 - output19_mean_squared_error: 170.7361 - output20_mean_squared_error: 96.2168 - output21_mean_squared_error: 85.7457 - output22_mean_squared_error: 42.2792 - output23_mean_squared_error: 32.8434 - output24_mean_squared_error: 59.3130 - output25_mean_squared_error: 55.2464 - output26_mean_squared_error: 32.4957 - output27_mean_squared_error: 59.1470 - output28_mean_squared_error: 152.9571 - output29_mean_squared_error: 151.1353 Epoch 3/2000 121/121 [==============================] - 0s 884us/step - loss: 2269.0664 - output00_loss: 28.2201 - output01_loss: 75.7441 - output02_loss: 74.1206 - output03_loss: 63.7396 - output04_loss: 149.4692 - output05_loss: 48.6234 - output06_loss: 125.7803 - output07_loss: 108.6376 - output08_loss: 45.9872 - output09_loss: 51.1987 - output10_loss: 39.7530 - output11_loss: 42.0366 - output12_loss: 56.1908 - output13_loss: 107.8455 - output14_loss: 68.2431 - output15_loss: 81.6698 - output16_loss: 37.1554 - output17_loss: 100.6572 - output18_loss: 38.7101 - output19_loss: 168.1218 - output20_loss: 94.5101 - output21_loss: 84.6575 - output22_loss: 41.8610 - output23_loss: 32.3643 - output24_loss: 58.5057 - output25_loss: 54.9515 - output26_loss: 32.1923 - output27_loss: 58.4809 - output28_loss: 150.6629 - output29_loss: 148.9760 - output00_mean_squared_error: 28.2201 - output01_mean_squared_error: 75.7441 - output02_mean_squared_error: 74.1206 - output03_mean_squared_error: 63.7396 - output04_mean_squared_error: 149.4692 - output05_mean_squared_error: 48.6234 - output06_mean_squared_error: 125.7803 - output07_mean_squared_error: 108.6376 - output08_mean_squared_error: 45.9872 - output09_mean_squared_error: 51.1987 - output10_mean_squared_error: 39.7530 - output11_mean_squared_error: 42.0366 - output12_mean_squared_error: 56.1908 - output13_mean_squared_error: 107.8455 - output14_mean_squared_error: 68.2431 - output15_mean_squared_error: 81.6698 - output16_mean_squared_error: 37.1554 - output17_mean_squared_error: 100.6572 - output18_mean_squared_error: 38.7101 - output19_mean_squared_error: 168.1218 - output20_mean_squared_error: 94.5101 - output21_mean_squared_error: 84.6575 - output22_mean_squared_error: 41.8610 - output23_mean_squared_error: 32.3643 - output24_mean_squared_error: 58.5057 - output25_mean_squared_error: 54.9515 - output26_mean_squared_error: 32.1923 - output27_mean_squared_error: 58.4809 - output28_mean_squared_error: 150.6629 - output29_mean_squared_error: 148.9760 Epoch 4/2000 121/121 [==============================] - 0s 1ms/step - loss: 2236.9968 - output00_loss: 28.1109 - output01_loss: 74.2024 - output02_loss: 72.8569 - output03_loss: 63.2841 - output04_loss: 147.1410 - output05_loss: 48.2916 - output06_loss: 123.6969 - output07_loss: 106.9809 - output08_loss: 45.2960 - output09_loss: 50.8760 - output10_loss: 39.6143 - output11_loss: 41.7107 - output12_loss: 55.2718 - output13_loss: 105.9656 - output14_loss: 66.9744 - output15_loss: 80.2945 - output16_loss: 37.0256 - output17_loss: 99.2447 - output18_loss: 38.1992 - output19_loss: 165.3769 - output20_loss: 92.7271 - output21_loss: 83.5300 - output22_loss: 41.4433 - output23_loss: 31.8820 - output24_loss: 57.6758 - output25_loss: 54.6587 - output26_loss: 31.8948 - output27_loss: 57.8005 - output28_loss: 148.2572 - output29_loss: 146.7134 - output00_mean_squared_error: 28.1109 - output01_mean_squared_error: 74.2024 - output02_mean_squared_error: 72.8569 - output03_mean_squared_error: 63.2841 - output04_mean_squared_error: 147.1410 - output05_mean_squared_error: 48.2916 - output06_mean_squared_error: 123.6969 - output07_mean_squared_error: 106.9809 - output08_mean_squared_error: 45.2960 - output09_mean_squared_error: 50.8760 - output10_mean_squared_error: 39.6143 - output11_mean_squared_error: 41.7107 - output12_mean_squared_error: 55.2718 - output13_mean_squared_error: 105.9656 - output14_mean_squared_error: 66.9744 - output15_mean_squared_error: 80.2945 - output16_mean_squared_error: 37.0256 - output17_mean_squared_error: 99.2447 - output18_mean_squared_error: 38.1992 - output19_mean_squared_error: 165.3769 - output20_mean_squared_error: 92.7271 - output21_mean_squared_error: 83.5300 - output22_mean_squared_error: 41.4433 - output23_mean_squared_error: 31.8820 - output24_mean_squared_error: 57.6758 - output25_mean_squared_error: 54.6587 - output26_mean_squared_error: 31.8948 - output27_mean_squared_error: 57.8005 - output28_mean_squared_error: 148.2572 - output29_mean_squared_error: 146.7134 Epoch 5/2000 121/121 [==============================] - 0s 1ms/step - loss: 2204.6594 - output00_loss: 27.9992 - output01_loss: 72.6396 - output02_loss: 71.5809 - output03_loss: 62.8419 - output04_loss: 144.7665 - output05_loss: 47.9725 - output06_loss: 121.5750 - output07_loss: 105.2993 - output08_loss: 44.6107 - output09_loss: 50.5705 - output10_loss: 39.4720 - output11_loss: 41.4019 - output12_loss: 54.3514 - output13_loss: 104.0536 - output14_loss: 65.6933 - output15_loss: 78.9033 - output16_loss: 36.9040 - output17_loss: 97.8151 - output18_loss: 37.6998 - output19_loss: 162.5725 - output20_loss: 90.9151 - output21_loss: 82.3944 - output22_loss: 41.0402 - output23_loss: 31.4123 - output24_loss: 56.8473 - output25_loss: 54.3776 - output26_loss: 31.6136 - output27_loss: 57.1263 - output28_loss: 145.8027 - output29_loss: 144.4066 - output00_mean_squared_error: 27.9992 - output01_mean_squared_error: 72.6396 - output02_mean_squared_error: 71.5809 - output03_mean_squared_error: 62.8419 - output04_mean_squared_error: 144.7665 - output05_mean_squared_error: 47.9725 - output06_mean_squared_error: 121.5750 - output07_mean_squared_error: 105.2993 - output08_mean_squared_error: 44.6107 - output09_mean_squared_error: 50.5705 - output10_mean_squared_error: 39.4720 - output11_mean_squared_error: 41.4019 - output12_mean_squared_error: 54.3514 - output13_mean_squared_error: 104.0536 - output14_mean_squared_error: 65.6933 - output15_mean_squared_error: 78.9033 - output16_mean_squared_error: 36.9040 - output17_mean_squared_error: 97.8151 - output18_mean_squared_error: 37.6998 - output19_mean_squared_error: 162.5725 - output20_mean_squared_error: 90.9151 - output21_mean_squared_error: 82.3944 - output22_mean_squared_error: 41.0402 - output23_mean_squared_error: 31.4123 - output24_mean_squared_error: 56.8473 - output25_mean_squared_error: 54.3776 - output26_mean_squared_error: 31.6136 - output27_mean_squared_error: 57.1263 - output28_mean_squared_error: 145.8027 - output29_mean_squared_error: 144.4066 Epoch 6/2000 121/121 [==============================] - 0s 619us/step - loss: 2172.4771 - output00_loss: 27.8863 - output01_loss: 71.0756 - output02_loss: 70.3094 - output03_loss: 62.4204 - output04_loss: 142.3749 - output05_loss: 47.6715 - output06_loss: 119.4410 - output07_loss: 103.6142 - output08_loss: 43.9414 - output09_loss: 50.2875 - output10_loss: 39.3277 - output11_loss: 41.1157 - output12_loss: 53.4425 - output13_loss: 102.1337 - output14_loss: 64.4166 - output15_loss: 77.5143 - output16_loss: 36.7908 - output17_loss: 96.3867 - output18_loss: 37.2198 - output19_loss: 159.7425 - output20_loss: 89.0972 - output21_loss: 81.2660 - output22_loss: 40.6585 - output23_loss: 30.9626 - output24_loss: 56.0320 - output25_loss: 54.1124 - output26_loss: 31.3537 - output27_loss: 56.4684 - output28_loss: 143.3296 - output29_loss: 142.0840 - output00_mean_squared_error: 27.8863 - output01_mean_squared_error: 71.0756 - output02_mean_squared_error: 70.3094 - output03_mean_squared_error: 62.4204 - output04_mean_squared_error: 142.3749 - output05_mean_squared_error: 47.6715 - output06_mean_squared_error: 119.4410 - output07_mean_squared_error: 103.6142 - output08_mean_squared_error: 43.9414 - output09_mean_squared_error: 50.2875 - output10_mean_squared_error: 39.3277 - output11_mean_squared_error: 41.1157 - output12_mean_squared_error: 53.4425 - output13_mean_squared_error: 102.1337 - output14_mean_squared_error: 64.4166 - output15_mean_squared_error: 77.5143 - output16_mean_squared_error: 36.7908 - output17_mean_squared_error: 96.3867 - output18_mean_squared_error: 37.2198 - output19_mean_squared_error: 159.7425 - output20_mean_squared_error: 89.0972 - output21_mean_squared_error: 81.2660 - output22_mean_squared_error: 40.6585 - output23_mean_squared_error: 30.9626 - output24_mean_squared_error: 56.0320 - output25_mean_squared_error: 54.1124 - output26_mean_squared_error: 31.3537 - output27_mean_squared_error: 56.4684 - output28_mean_squared_error: 143.3296 - output29_mean_squared_error: 142.0840 Epoch 7/2000 121/121 [==============================] - 0s 1ms/step - loss: 2140.6848 - output00_loss: 27.7726 - output01_loss: 69.5218 - output02_loss: 69.0518 - output03_loss: 62.0234 - output04_loss: 139.9825 - output05_loss: 47.3908 - output06_loss: 117.3095 - output07_loss: 101.9377 - output08_loss: 43.2939 - output09_loss: 50.0291 - output10_loss: 39.1823 - output11_loss: 40.8548 - output12_loss: 52.5524 - output13_loss: 100.2192 - output14_loss: 63.1538 - output15_loss: 76.1378 - output16_loss: 36.6853 - output17_loss: 94.9702 - output18_loss: 36.7637 - output19_loss: 156.9059 - output20_loss: 87.2860 - output21_loss: 80.1535 - output22_loss: 40.3020 - output23_loss: 30.5373 - output24_loss: 55.2367 - output25_loss: 53.8645 - output26_loss: 31.1174 - output27_loss: 55.8324 - output28_loss: 140.8546 - output29_loss: 139.7615 - output00_mean_squared_error: 27.7726 - output01_mean_squared_error: 69.5218 - output02_mean_squared_error: 69.0518 - output03_mean_squared_error: 62.0234 - output04_mean_squared_error: 139.9825 - output05_mean_squared_error: 47.3908 - output06_mean_squared_error: 117.3095 - output07_mean_squared_error: 101.9377 - output08_mean_squared_error: 43.2939 - output09_mean_squared_error: 50.0291 - output10_mean_squared_error: 39.1823 - output11_mean_squared_error: 40.8548 - output12_mean_squared_error: 52.5524 - output13_mean_squared_error: 100.2192 - output14_mean_squared_error: 63.1538 - output15_mean_squared_error: 76.1378 - output16_mean_squared_error: 36.6853 - output17_mean_squared_error: 94.9702 - output18_mean_squared_error: 36.7637 - output19_mean_squared_error: 156.9059 - output20_mean_squared_error: 87.2860 - output21_mean_squared_error: 80.1535 - output22_mean_squared_error: 40.3020 - output23_mean_squared_error: 30.5373 - output24_mean_squared_error: 55.2367 - output25_mean_squared_error: 53.8645 - output26_mean_squared_error: 31.1174 - output27_mean_squared_error: 55.8324 - output28_mean_squared_error: 140.8546 - output29_mean_squared_error: 139.7615 Epoch 8/2000 121/121 [==============================] - 0s 825us/step - loss: 2109.4236 - output00_loss: 27.6587 - output01_loss: 67.9853 - output02_loss: 67.8143 - output03_loss: 61.6535 - output04_loss: 137.5996 - output05_loss: 47.1311 - output06_loss: 115.1900 - output07_loss: 100.2773 - output08_loss: 42.6718 - output09_loss: 49.7952 - output10_loss: 39.0366 - output11_loss: 40.6201 - output12_loss: 51.6855 - output13_loss: 98.3186 - output14_loss: 61.9109 - output15_loss: 74.7802 - output16_loss: 36.5861 - output17_loss: 93.5720 - output18_loss: 36.3343 - output19_loss: 154.0746 - output20_loss: 85.4897 - output21_loss: 79.0623 - output22_loss: 39.9730 - output23_loss: 30.1388 - output24_loss: 54.4655 - output25_loss: 53.6338 - output26_loss: 30.9054 - output27_loss: 55.2220 - output28_loss: 138.3883 - output29_loss: 137.4491 - output00_mean_squared_error: 27.6587 - output01_mean_squared_error: 67.9853 - output02_mean_squared_error: 67.8143 - output03_mean_squared_error: 61.6535 - output04_mean_squared_error: 137.5996 - output05_mean_squared_error: 47.1311 - output06_mean_squared_error: 115.1900 - output07_mean_squared_error: 100.2773 - output08_mean_squared_error: 42.6718 - output09_mean_squared_error: 49.7952 - output10_mean_squared_error: 39.0366 - output11_mean_squared_error: 40.6201 - output12_mean_squared_error: 51.6855 - output13_mean_squared_error: 98.3186 - output14_mean_squared_error: 61.9109 - output15_mean_squared_error: 74.7802 - output16_mean_squared_error: 36.5861 - output17_mean_squared_error: 93.5720 - output18_mean_squared_error: 36.3343 - output19_mean_squared_error: 154.0746 - output20_mean_squared_error: 85.4897 - output21_mean_squared_error: 79.0623 - output22_mean_squared_error: 39.9730 - output23_mean_squared_error: 30.1388 - output24_mean_squared_error: 54.4655 - output25_mean_squared_error: 53.6338 - output26_mean_squared_error: 30.9054 - output27_mean_squared_error: 55.2220 - output28_mean_squared_error: 138.3883 - output29_mean_squared_error: 137.4491 Epoch 9/2000 121/121 [==============================] - 0s 1ms/step - loss: 2078.7803 - output00_loss: 27.5447 - output01_loss: 66.4707 - output02_loss: 66.6008 - output03_loss: 61.3117 - output04_loss: 135.2328 - output05_loss: 46.8917 - output06_loss: 113.0885 - output07_loss: 98.6381 - output08_loss: 42.0773 - output09_loss: 49.5849 - output10_loss: 38.8907 - output11_loss: 40.4111 - output12_loss: 50.8450 - output13_loss: 96.4376 - output14_loss: 60.6920 - output15_loss: 73.4458 - output16_loss: 36.4917 - output17_loss: 92.1966 - output18_loss: 35.9330 - output19_loss: 151.2563 - output20_loss: 83.7137 - output21_loss: 77.9961 - output22_loss: 39.6725 - output23_loss: 29.7684 - output24_loss: 53.7212 - output25_loss: 53.4197 - output26_loss: 30.7175 - output27_loss: 54.6393 - output28_loss: 135.9376 - output29_loss: 135.1535 - output00_mean_squared_error: 27.5447 - output01_mean_squared_error: 66.4707 - output02_mean_squared_error: 66.6008 - output03_mean_squared_error: 61.3117 - output04_mean_squared_error: 135.2328 - output05_mean_squared_error: 46.8917 - output06_mean_squared_error: 113.0885 - output07_mean_squared_error: 98.6381 - output08_mean_squared_error: 42.0773 - output09_mean_squared_error: 49.5849 - output10_mean_squared_error: 38.8907 - output11_mean_squared_error: 40.4111 - output12_mean_squared_error: 50.8450 - output13_mean_squared_error: 96.4376 - output14_mean_squared_error: 60.6920 - output15_mean_squared_error: 73.4458 - output16_mean_squared_error: 36.4917 - output17_mean_squared_error: 92.1966 - output18_mean_squared_error: 35.9330 - output19_mean_squared_error: 151.2563 - output20_mean_squared_error: 83.7137 - output21_mean_squared_error: 77.9961 - output22_mean_squared_error: 39.6725 - output23_mean_squared_error: 29.7684 - output24_mean_squared_error: 53.7212 - output25_mean_squared_error: 53.4197 - output26_mean_squared_error: 30.7175 - output27_mean_squared_error: 54.6393 - output28_mean_squared_error: 135.9376 - output29_mean_squared_error: 135.1535 Epoch 10/2000 121/121 [==============================] - 0s 1ms/step - loss: 2048.8110 - output00_loss: 27.4309 - output01_loss: 64.9815 - output02_loss: 65.4141 - output03_loss: 60.9985 - output04_loss: 132.8871 - output05_loss: 46.6708 - output06_loss: 111.0094 - output07_loss: 97.0236 - output08_loss: 41.5120 - output09_loss: 49.3960 - output10_loss: 38.7450 - output11_loss: 40.2264 - output12_loss: 50.0329 - output13_loss: 94.5801 - output14_loss: 59.5000 - output15_loss: 72.1376 - output16_loss: 36.4007 - output17_loss: 90.8471 - output18_loss: 35.5608 - output19_loss: 148.4568 - output20_loss: 81.9617 - output21_loss: 76.9574 - output22_loss: 39.4012 - output23_loss: 29.4268 - output24_loss: 53.0057 - output25_loss: 53.2211 - output26_loss: 30.5528 - output27_loss: 54.0860 - output28_loss: 133.5075 - output29_loss: 132.8792 - output00_mean_squared_error: 27.4309 - output01_mean_squared_error: 64.9815 - output02_mean_squared_error: 65.4141 - output03_mean_squared_error: 60.9985 - output04_mean_squared_error: 132.8871 - output05_mean_squared_error: 46.6708 - output06_mean_squared_error: 111.0094 - output07_mean_squared_error: 97.0236 - output08_mean_squared_error: 41.5120 - output09_mean_squared_error: 49.3960 - output10_mean_squared_error: 38.7450 - output11_mean_squared_error: 40.2264 - output12_mean_squared_error: 50.0329 - output13_mean_squared_error: 94.5801 - output14_mean_squared_error: 59.5000 - output15_mean_squared_error: 72.1376 - output16_mean_squared_error: 36.4007 - output17_mean_squared_error: 90.8471 - output18_mean_squared_error: 35.5608 - output19_mean_squared_error: 148.4568 - output20_mean_squared_error: 81.9617 - output21_mean_squared_error: 76.9574 - output22_mean_squared_error: 39.4012 - output23_mean_squared_error: 29.4268 - output24_mean_squared_error: 53.0057 - output25_mean_squared_error: 53.2211 - output26_mean_squared_error: 30.5528 - output27_mean_squared_error: 54.0860 - output28_mean_squared_error: 133.5075 - output29_mean_squared_error: 132.8792 Epoch 11/2000 121/121 [==============================] - 0s 1ms/step - loss: 2019.5476 - output00_loss: 27.3174 - output01_loss: 63.5202 - output02_loss: 64.2564 - output03_loss: 60.7137 - output04_loss: 130.5660 - output05_loss: 46.4659 - output06_loss: 108.9559 - output07_loss: 95.4366 - output08_loss: 40.9768 - output09_loss: 49.2264 - output10_loss: 38.5997 - output11_loss: 40.0640 - output12_loss: 49.2507 - output13_loss: 92.7491 - output14_loss: 58.3368 - output15_loss: 70.8580 - output16_loss: 36.3117 - output17_loss: 89.5257 - output18_loss: 35.2179 - output19_loss: 145.6800 - output20_loss: 80.2366 - output21_loss: 75.9480 - output22_loss: 39.1588 - output23_loss: 29.1139 - output24_loss: 52.3203 - output25_loss: 53.0365 - output26_loss: 30.4099 - output27_loss: 53.5631 - output28_loss: 131.1017 - output29_loss: 130.6297 - output00_mean_squared_error: 27.3174 - output01_mean_squared_error: 63.5202 - output02_mean_squared_error: 64.2564 - output03_mean_squared_error: 60.7137 - output04_mean_squared_error: 130.5660 - output05_mean_squared_error: 46.4659 - output06_mean_squared_error: 108.9559 - output07_mean_squared_error: 95.4366 - output08_mean_squared_error: 40.9768 - output09_mean_squared_error: 49.2264 - output10_mean_squared_error: 38.5997 - output11_mean_squared_error: 40.0640 - output12_mean_squared_error: 49.2507 - output13_mean_squared_error: 92.7491 - output14_mean_squared_error: 58.3368 - output15_mean_squared_error: 70.8580 - output16_mean_squared_error: 36.3117 - output17_mean_squared_error: 89.5257 - output18_mean_squared_error: 35.2179 - output19_mean_squared_error: 145.6800 - output20_mean_squared_error: 80.2366 - output21_mean_squared_error: 75.9480 - output22_mean_squared_error: 39.1588 - output23_mean_squared_error: 29.1139 - output24_mean_squared_error: 52.3203 - output25_mean_squared_error: 53.0365 - output26_mean_squared_error: 30.4099 - output27_mean_squared_error: 53.5631 - output28_mean_squared_error: 131.1017 - output29_mean_squared_error: 130.6297 Epoch 12/2000 121/121 [==============================] - 0s 725us/step - loss: 1991.0094 - output00_loss: 27.2044 - output01_loss: 62.0887 - output02_loss: 63.1291 - output03_loss: 60.4565 - output04_loss: 128.2721 - output05_loss: 46.2741 - output06_loss: 106.9305 - output07_loss: 93.8789 - output08_loss: 40.4723 - output09_loss: 49.0732 - output10_loss: 38.4549 - output11_loss: 39.9217 - output12_loss: 48.4995 - output13_loss: 90.9468 - output14_loss: 57.2041 - output15_loss: 69.6086 - output16_loss: 36.2238 - output17_loss: 88.2342 - output18_loss: 34.9040 - output19_loss: 142.9291 - output20_loss: 78.5406 - output21_loss: 74.9693 - output22_loss: 38.9449 - output23_loss: 28.8292 - output24_loss: 51.6658 - output25_loss: 52.8644 - output26_loss: 30.2867 - output27_loss: 53.0710 - output28_loss: 128.7229 - output29_loss: 128.4078 - output00_mean_squared_error: 27.2044 - output01_mean_squared_error: 62.0887 - output02_mean_squared_error: 63.1291 - output03_mean_squared_error: 60.4565 - output04_mean_squared_error: 128.2721 - output05_mean_squared_error: 46.2741 - output06_mean_squared_error: 106.9305 - output07_mean_squared_error: 93.8789 - output08_mean_squared_error: 40.4723 - output09_mean_squared_error: 49.0732 - output10_mean_squared_error: 38.4549 - output11_mean_squared_error: 39.9217 - output12_mean_squared_error: 48.4995 - output13_mean_squared_error: 90.9468 - output14_mean_squared_error: 57.2041 - output15_mean_squared_error: 69.6086 - output16_mean_squared_error: 36.2238 - output17_mean_squared_error: 88.2342 - output18_mean_squared_error: 34.9040 - output19_mean_squared_error: 142.9291 - output20_mean_squared_error: 78.5406 - output21_mean_squared_error: 74.9693 - output22_mean_squared_error: 38.9449 - output23_mean_squared_error: 28.8292 - output24_mean_squared_error: 51.6658 - output25_mean_squared_error: 52.8644 - output26_mean_squared_error: 30.2867 - output27_mean_squared_error: 53.0710 - output28_mean_squared_error: 128.7229 - output29_mean_squared_error: 128.4078 Epoch 13/2000 121/121 [==============================] - 0s 1ms/step - loss: 1963.2041 - output00_loss: 27.0920 - output01_loss: 60.6883 - output02_loss: 62.0334 - output03_loss: 60.2256 - output04_loss: 126.0076 - output05_loss: 46.0926 - output06_loss: 104.9351 - output07_loss: 92.3521 - output08_loss: 39.9985 - output09_loss: 48.9340 - output10_loss: 38.3108 - output11_loss: 39.7970 - output12_loss: 47.7800 - output13_loss: 89.1749 - output14_loss: 56.1030 - output15_loss: 68.3907 - output16_loss: 36.1360 - output17_loss: 86.9740 - output18_loss: 34.6187 - output19_loss: 140.2065 - output20_loss: 76.8752 - output21_loss: 74.0223 - output22_loss: 38.7583 - output23_loss: 28.5718 - output24_loss: 51.0428 - output25_loss: 52.7031 - output26_loss: 30.1808 - output27_loss: 52.6100 - output28_loss: 126.3732 - output29_loss: 126.2155 - output00_mean_squared_error: 27.0920 - output01_mean_squared_error: 60.6883 - output02_mean_squared_error: 62.0334 - output03_mean_squared_error: 60.2256 - output04_mean_squared_error: 126.0076 - output05_mean_squared_error: 46.0926 - output06_mean_squared_error: 104.9351 - output07_mean_squared_error: 92.3521 - output08_mean_squared_error: 39.9985 - output09_mean_squared_error: 48.9340 - output10_mean_squared_error: 38.3108 - output11_mean_squared_error: 39.7970 - output12_mean_squared_error: 47.7800 - output13_mean_squared_error: 89.1749 - output14_mean_squared_error: 56.1030 - output15_mean_squared_error: 68.3907 - output16_mean_squared_error: 36.1360 - output17_mean_squared_error: 86.9740 - output18_mean_squared_error: 34.6187 - output19_mean_squared_error: 140.2065 - output20_mean_squared_error: 76.8752 - output21_mean_squared_error: 74.0223 - output22_mean_squared_error: 38.7583 - output23_mean_squared_error: 28.5718 - output24_mean_squared_error: 51.0428 - output25_mean_squared_error: 52.7031 - output26_mean_squared_error: 30.1808 - output27_mean_squared_error: 52.6100 - output28_mean_squared_error: 126.3732 - output29_mean_squared_error: 126.2155 Epoch 14/2000 121/121 [==============================] - 0s 1ms/step - loss: 1936.1328 - output00_loss: 26.9802 - output01_loss: 59.3202 - output02_loss: 60.9703 - output03_loss: 60.0194 - output04_loss: 123.7742 - output05_loss: 45.9189 - output06_loss: 102.9712 - output07_loss: 90.8574 - output08_loss: 39.5555 - output09_loss: 48.8062 - output10_loss: 38.1673 - output11_loss: 39.6875 - output12_loss: 47.0925 - output13_loss: 87.4349 - output14_loss: 55.0345 - output15_loss: 67.2052 - output16_loss: 36.0478 - output17_loss: 85.7458 - output18_loss: 34.3609 - output19_loss: 137.5142 - output20_loss: 75.2417 - output21_loss: 73.1078 - output22_loss: 38.5975 - output23_loss: 28.3407 - output24_loss: 50.4515 - output25_loss: 52.5511 - output26_loss: 30.0896 - output27_loss: 52.1802 - output28_loss: 124.0544 - output29_loss: 124.0542 - output00_mean_squared_error: 26.9802 - output01_mean_squared_error: 59.3202 - output02_mean_squared_error: 60.9703 - output03_mean_squared_error: 60.0194 - output04_mean_squared_error: 123.7742 - output05_mean_squared_error: 45.9189 - output06_mean_squared_error: 102.9712 - output07_mean_squared_error: 90.8574 - output08_mean_squared_error: 39.5555 - output09_mean_squared_error: 48.8062 - output10_mean_squared_error: 38.1673 - output11_mean_squared_error: 39.6875 - output12_mean_squared_error: 47.0925 - output13_mean_squared_error: 87.4349 - output14_mean_squared_error: 55.0345 - output15_mean_squared_error: 67.2052 - output16_mean_squared_error: 36.0478 - output17_mean_squared_error: 85.7458 - output18_mean_squared_error: 34.3609 - output19_mean_squared_error: 137.5142 - output20_mean_squared_error: 75.2417 - output21_mean_squared_error: 73.1078 - output22_mean_squared_error: 38.5975 - output23_mean_squared_error: 28.3407 - output24_mean_squared_error: 50.4515 - output25_mean_squared_error: 52.5511 - output26_mean_squared_error: 30.0896 - output27_mean_squared_error: 52.1802 - output28_mean_squared_error: 124.0544 - output29_mean_squared_error: 124.0542 Epoch 15/2000 121/121 [==============================] - 0s 1ms/step - loss: 1909.7906 - output00_loss: 26.8692 - output01_loss: 57.9853 - output02_loss: 59.9402 - output03_loss: 59.8359 - output04_loss: 121.5731 - output05_loss: 45.7506 - output06_loss: 101.0400 - output07_loss: 89.3957 - output08_loss: 39.1427 - output09_loss: 48.6873 - output10_loss: 38.0246 - output11_loss: 39.5907 - output12_loss: 46.4373 - output13_loss: 85.7278 - output14_loss: 53.9990 - output15_loss: 66.0529 - output16_loss: 35.9588 - output17_loss: 84.5506 - output18_loss: 34.1292 - output19_loss: 134.8536 - output20_loss: 73.6413 - output21_loss: 72.2261 - output22_loss: 38.4608 - output23_loss: 28.1345 - output24_loss: 49.8919 - output25_loss: 52.4069 - output26_loss: 30.0101 - output27_loss: 51.7812 - output28_loss: 121.7680 - output29_loss: 121.9255 - output00_mean_squared_error: 26.8692 - output01_mean_squared_error: 57.9853 - output02_mean_squared_error: 59.9402 - output03_mean_squared_error: 59.8359 - output04_mean_squared_error: 121.5731 - output05_mean_squared_error: 45.7506 - output06_mean_squared_error: 101.0400 - output07_mean_squared_error: 89.3957 - output08_mean_squared_error: 39.1427 - output09_mean_squared_error: 48.6873 - output10_mean_squared_error: 38.0246 - output11_mean_squared_error: 39.5907 - output12_mean_squared_error: 46.4373 - output13_mean_squared_error: 85.7278 - output14_mean_squared_error: 53.9990 - output15_mean_squared_error: 66.0529 - output16_mean_squared_error: 35.9588 - output17_mean_squared_error: 84.5506 - output18_mean_squared_error: 34.1292 - output19_mean_squared_error: 134.8536 - output20_mean_squared_error: 73.6413 - output21_mean_squared_error: 72.2261 - output22_mean_squared_error: 38.4608 - output23_mean_squared_error: 28.1345 - output24_mean_squared_error: 49.8919 - output25_mean_squared_error: 52.4069 - output26_mean_squared_error: 30.0101 - output27_mean_squared_error: 51.7812 - output28_mean_squared_error: 121.7680 - output29_mean_squared_error: 121.9255 Epoch 16/2000 121/121 [==============================] - 0s 945us/step - loss: 1884.1688 - output00_loss: 26.7589 - output01_loss: 56.6841 - output02_loss: 58.9437 - output03_loss: 59.6728 - output04_loss: 119.4055 - output05_loss: 45.5860 - output06_loss: 99.1423 - output07_loss: 87.9678 - output08_loss: 38.7596 - output09_loss: 48.5753 - output10_loss: 37.8827 - output11_loss: 39.5041 - output12_loss: 45.8143 - output13_loss: 84.0545 - output14_loss: 52.9971 - output15_loss: 64.9343 - output16_loss: 35.8689 - output17_loss: 83.3889 - output18_loss: 33.9221 - output19_loss: 132.2260 - output20_loss: 72.0746 - output21_loss: 71.3775 - output22_loss: 38.3460 - output23_loss: 27.9516 - output24_loss: 49.3637 - output25_loss: 52.2690 - output26_loss: 29.9395 - output27_loss: 51.4125 - output28_loss: 119.5149 - output29_loss: 119.8302 - output00_mean_squared_error: 26.7589 - output01_mean_squared_error: 56.6841 - output02_mean_squared_error: 58.9437 - output03_mean_squared_error: 59.6728 - output04_mean_squared_error: 119.4055 - output05_mean_squared_error: 45.5860 - output06_mean_squared_error: 99.1423 - output07_mean_squared_error: 87.9678 - output08_mean_squared_error: 38.7596 - output09_mean_squared_error: 48.5753 - output10_mean_squared_error: 37.8827 - output11_mean_squared_error: 39.5041 - output12_mean_squared_error: 45.8143 - output13_mean_squared_error: 84.0545 - output14_mean_squared_error: 52.9971 - output15_mean_squared_error: 64.9343 - output16_mean_squared_error: 35.8689 - output17_mean_squared_error: 83.3889 - output18_mean_squared_error: 33.9221 - output19_mean_squared_error: 132.2260 - output20_mean_squared_error: 72.0746 - output21_mean_squared_error: 71.3775 - output22_mean_squared_error: 38.3460 - output23_mean_squared_error: 27.9516 - output24_mean_squared_error: 49.3637 - output25_mean_squared_error: 52.2690 - output26_mean_squared_error: 29.9395 - output27_mean_squared_error: 51.4125 - output28_mean_squared_error: 119.5149 - output29_mean_squared_error: 119.8302 Epoch 17/2000 121/121 [==============================] - 0s 1ms/step - loss: 1859.2559 - output00_loss: 26.6495 - output01_loss: 55.4173 - output02_loss: 57.9811 - output03_loss: 59.5278 - output04_loss: 117.2722 - output05_loss: 45.4238 - output06_loss: 97.2792 - output07_loss: 86.5742 - output08_loss: 38.4052 - output09_loss: 48.4684 - output10_loss: 37.7416 - output11_loss: 39.4255 - output12_loss: 45.2233 - output13_loss: 82.4156 - output14_loss: 52.0291 - output15_loss: 63.8499 - output16_loss: 35.7783 - output17_loss: 82.2609 - output18_loss: 33.7377 - output19_loss: 129.6326 - output20_loss: 70.5424 - output21_loss: 70.5623 - output22_loss: 38.2507 - output23_loss: 27.7905 - output24_loss: 48.8667 - output25_loss: 52.1361 - output26_loss: 29.8753 - output27_loss: 51.0734 - output28_loss: 117.2960 - output29_loss: 117.7693 - output00_mean_squared_error: 26.6495 - output01_mean_squared_error: 55.4173 - output02_mean_squared_error: 57.9811 - output03_mean_squared_error: 59.5278 - output04_mean_squared_error: 117.2722 - output05_mean_squared_error: 45.4238 - output06_mean_squared_error: 97.2792 - output07_mean_squared_error: 86.5742 - output08_mean_squared_error: 38.4052 - output09_mean_squared_error: 48.4684 - output10_mean_squared_error: 37.7416 - output11_mean_squared_error: 39.4255 - output12_mean_squared_error: 45.2233 - output13_mean_squared_error: 82.4156 - output14_mean_squared_error: 52.0291 - output15_mean_squared_error: 63.8499 - output16_mean_squared_error: 35.7783 - output17_mean_squared_error: 82.2609 - output18_mean_squared_error: 33.7377 - output19_mean_squared_error: 129.6326 - output20_mean_squared_error: 70.5424 - output21_mean_squared_error: 70.5623 - output22_mean_squared_error: 38.2507 - output23_mean_squared_error: 27.7905 - output24_mean_squared_error: 48.8667 - output25_mean_squared_error: 52.1361 - output26_mean_squared_error: 29.8753 - output27_mean_squared_error: 51.0734 - output28_mean_squared_error: 117.2960 - output29_mean_squared_error: 117.7693 Epoch 18/2000 121/121 [==============================] - 0s 752us/step - loss: 1835.0391 - output00_loss: 26.5408 - output01_loss: 54.1851 - output02_loss: 57.0525 - output03_loss: 59.3984 - output04_loss: 115.1740 - output05_loss: 45.2629 - output06_loss: 95.4510 - output07_loss: 85.2154 - output08_loss: 38.0786 - output09_loss: 48.3650 - output10_loss: 37.6014 - output11_loss: 39.3527 - output12_loss: 44.6640 - output13_loss: 80.8117 - output14_loss: 51.0951 - output15_loss: 62.7998 - output16_loss: 35.6872 - output17_loss: 81.1671 - output18_loss: 33.5742 - output19_loss: 127.0740 - output20_loss: 69.0451 - output21_loss: 69.7804 - output22_loss: 38.1725 - output23_loss: 27.6493 - output24_loss: 48.4002 - output25_loss: 52.0073 - output26_loss: 29.8149 - output27_loss: 50.7630 - output28_loss: 115.1123 - output29_loss: 115.7434 - output00_mean_squared_error: 26.5408 - output01_mean_squared_error: 54.1851 - output02_mean_squared_error: 57.0525 - output03_mean_squared_error: 59.3984 - output04_mean_squared_error: 115.1740 - output05_mean_squared_error: 45.2629 - output06_mean_squared_error: 95.4510 - output07_mean_squared_error: 85.2154 - output08_mean_squared_error: 38.0786 - output09_mean_squared_error: 48.3650 - output10_mean_squared_error: 37.6014 - output11_mean_squared_error: 39.3527 - output12_mean_squared_error: 44.6640 - output13_mean_squared_error: 80.8117 - output14_mean_squared_error: 51.0951 - output15_mean_squared_error: 62.7998 - output16_mean_squared_error: 35.6872 - output17_mean_squared_error: 81.1671 - output18_mean_squared_error: 33.5742 - output19_mean_squared_error: 127.0740 - output20_mean_squared_error: 69.0451 - output21_mean_squared_error: 69.7804 - output22_mean_squared_error: 38.1725 - output23_mean_squared_error: 27.6493 - output24_mean_squared_error: 48.4002 - output25_mean_squared_error: 52.0073 - output26_mean_squared_error: 29.8149 - output27_mean_squared_error: 50.7630 - output28_mean_squared_error: 115.1123 - output29_mean_squared_error: 115.7434 Epoch 19/2000 121/121 [==============================] - 0s 1ms/step - loss: 1811.5033 - output00_loss: 26.4330 - output01_loss: 52.9878 - output02_loss: 56.1580 - output03_loss: 59.2822 - output04_loss: 113.1113 - output05_loss: 45.1025 - output06_loss: 93.6584 - output07_loss: 83.8915 - output08_loss: 37.7784 - output09_loss: 48.2638 - output10_loss: 37.4621 - output11_loss: 39.2838 - output12_loss: 44.1360 - output13_loss: 79.2431 - output14_loss: 50.1953 - output15_loss: 61.7841 - output16_loss: 35.5958 - output17_loss: 80.1074 - output18_loss: 33.4294 - output19_loss: 124.5511 - output20_loss: 67.5830 - output21_loss: 69.0315 - output22_loss: 38.1087 - output23_loss: 27.5262 - output24_loss: 47.9635 - output25_loss: 51.8813 - output26_loss: 29.7563 - output27_loss: 50.4803 - output28_loss: 112.9641 - output29_loss: 113.7532 - output00_mean_squared_error: 26.4330 - output01_mean_squared_error: 52.9878 - output02_mean_squared_error: 56.1580 - output03_mean_squared_error: 59.2822 - output04_mean_squared_error: 113.1113 - output05_mean_squared_error: 45.1025 - output06_mean_squared_error: 93.6584 - output07_mean_squared_error: 83.8915 - output08_mean_squared_error: 37.7784 - output09_mean_squared_error: 48.2638 - output10_mean_squared_error: 37.4621 - output11_mean_squared_error: 39.2838 - output12_mean_squared_error: 44.1360 - output13_mean_squared_error: 79.2431 - output14_mean_squared_error: 50.1953 - output15_mean_squared_error: 61.7841 - output16_mean_squared_error: 35.5958 - output17_mean_squared_error: 80.1074 - output18_mean_squared_error: 33.4294 - output19_mean_squared_error: 124.5511 - output20_mean_squared_error: 67.5830 - output21_mean_squared_error: 69.0315 - output22_mean_squared_error: 38.1087 - output23_mean_squared_error: 27.5262 - output24_mean_squared_error: 47.9635 - output25_mean_squared_error: 51.8813 - output26_mean_squared_error: 29.7563 - output27_mean_squared_error: 50.4803 - output28_mean_squared_error: 112.9641 - output29_mean_squared_error: 113.7532 Epoch 20/2000 121/121 [==============================] - 0s 1ms/step - loss: 1788.6331 - output00_loss: 26.3260 - output01_loss: 51.8255 - output02_loss: 55.2974 - output03_loss: 59.1770 - output04_loss: 111.0848 - output05_loss: 44.9422 - output06_loss: 91.9016 - output07_loss: 82.6028 - output08_loss: 37.5033 - output09_loss: 48.1637 - output10_loss: 37.3237 - output11_loss: 39.2172 - output12_loss: 43.6386 - output13_loss: 77.7103 - output14_loss: 49.3294 - output15_loss: 60.8030 - output16_loss: 35.5046 - output17_loss: 79.0820 - output18_loss: 33.3013 - output19_loss: 122.0644 - output20_loss: 66.1564 - output21_loss: 68.3156 - output22_loss: 38.0567 - output23_loss: 27.4192 - output24_loss: 47.5558 - output25_loss: 51.7575 - output26_loss: 29.6980 - output27_loss: 50.2241 - output28_loss: 110.8520 - output29_loss: 111.7989 - output00_mean_squared_error: 26.3260 - output01_mean_squared_error: 51.8255 - output02_mean_squared_error: 55.2974 - output03_mean_squared_error: 59.1770 - output04_mean_squared_error: 111.0848 - output05_mean_squared_error: 44.9422 - output06_mean_squared_error: 91.9016 - output07_mean_squared_error: 82.6028 - output08_mean_squared_error: 37.5033 - output09_mean_squared_error: 48.1637 - output10_mean_squared_error: 37.3237 - output11_mean_squared_error: 39.2172 - output12_mean_squared_error: 43.6386 - output13_mean_squared_error: 77.7103 - output14_mean_squared_error: 49.3294 - output15_mean_squared_error: 60.8030 - output16_mean_squared_error: 35.5046 - output17_mean_squared_error: 79.0820 - output18_mean_squared_error: 33.3013 - output19_mean_squared_error: 122.0644 - output20_mean_squared_error: 66.1564 - output21_mean_squared_error: 68.3156 - output22_mean_squared_error: 38.0567 - output23_mean_squared_error: 27.4192 - output24_mean_squared_error: 47.5558 - output25_mean_squared_error: 51.7575 - output26_mean_squared_error: 29.6980 - output27_mean_squared_error: 50.2241 - output28_mean_squared_error: 110.8520 - output29_mean_squared_error: 111.7989 Epoch 21/2000 121/121 [==============================] - 0s 869us/step - loss: 1766.4125 - output00_loss: 26.2198 - output01_loss: 50.6982 - output02_loss: 54.4707 - output03_loss: 59.0805 - output04_loss: 109.0946 - output05_loss: 44.7814 - output06_loss: 90.1811 - output07_loss: 81.3493 - output08_loss: 37.2518 - output09_loss: 48.0640 - output10_loss: 37.1863 - output11_loss: 39.1515 - output12_loss: 43.1711 - output13_loss: 76.2133 - output14_loss: 48.4973 - output15_loss: 59.8564 - output16_loss: 35.4138 - output17_loss: 78.0907 - output18_loss: 33.1878 - output19_loss: 119.6144 - output20_loss: 64.7656 - output21_loss: 67.6322 - output22_loss: 38.0140 - output23_loss: 27.3264 - output24_loss: 47.1760 - output25_loss: 51.6350 - output26_loss: 29.6387 - output27_loss: 49.9929 - output28_loss: 108.7765 - output29_loss: 109.8811 - output00_mean_squared_error: 26.2198 - output01_mean_squared_error: 50.6982 - output02_mean_squared_error: 54.4707 - output03_mean_squared_error: 59.0805 - output04_mean_squared_error: 109.0946 - output05_mean_squared_error: 44.7814 - output06_mean_squared_error: 90.1811 - output07_mean_squared_error: 81.3493 - output08_mean_squared_error: 37.2518 - output09_mean_squared_error: 48.0640 - output10_mean_squared_error: 37.1863 - output11_mean_squared_error: 39.1515 - output12_mean_squared_error: 43.1711 - output13_mean_squared_error: 76.2133 - output14_mean_squared_error: 48.4973 - output15_mean_squared_error: 59.8564 - output16_mean_squared_error: 35.4138 - output17_mean_squared_error: 78.0907 - output18_mean_squared_error: 33.1878 - output19_mean_squared_error: 119.6144 - output20_mean_squared_error: 64.7656 - output21_mean_squared_error: 67.6322 - output22_mean_squared_error: 38.0140 - output23_mean_squared_error: 27.3264 - output24_mean_squared_error: 47.1760 - output25_mean_squared_error: 51.6350 - output26_mean_squared_error: 29.6387 - output27_mean_squared_error: 49.9929 - output28_mean_squared_error: 108.7765 - output29_mean_squared_error: 109.8811 Epoch 22/2000 121/121 [==============================] - 0s 826us/step - loss: 1744.8252 - output00_loss: 26.1146 - output01_loss: 49.6060 - output02_loss: 53.6774 - output03_loss: 58.9909 - output04_loss: 107.1412 - output05_loss: 44.6202 - output06_loss: 88.4969 - output07_loss: 80.1311 - output08_loss: 37.0221 - output09_loss: 47.9638 - output10_loss: 37.0498 - output11_loss: 39.0856 - output12_loss: 42.7327 - output13_loss: 74.7523 - output14_loss: 47.6989 - output15_loss: 58.9440 - output16_loss: 35.3236 - output17_loss: 77.1334 - output18_loss: 33.0867 - output19_loss: 117.2015 - output20_loss: 63.4105 - output21_loss: 66.9809 - output22_loss: 37.9783 - output23_loss: 27.2460 - output24_loss: 46.8231 - output25_loss: 51.5134 - output26_loss: 29.5775 - output27_loss: 49.7853 - output28_loss: 106.7378 - output29_loss: 107.9999 - output00_mean_squared_error: 26.1146 - output01_mean_squared_error: 49.6060 - output02_mean_squared_error: 53.6774 - output03_mean_squared_error: 58.9909 - output04_mean_squared_error: 107.1412 - output05_mean_squared_error: 44.6202 - output06_mean_squared_error: 88.4969 - output07_mean_squared_error: 80.1311 - output08_mean_squared_error: 37.0221 - output09_mean_squared_error: 47.9638 - output10_mean_squared_error: 37.0498 - output11_mean_squared_error: 39.0856 - output12_mean_squared_error: 42.7327 - output13_mean_squared_error: 74.7523 - output14_mean_squared_error: 47.6989 - output15_mean_squared_error: 58.9440 - output16_mean_squared_error: 35.3236 - output17_mean_squared_error: 77.1334 - output18_mean_squared_error: 33.0867 - output19_mean_squared_error: 117.2015 - output20_mean_squared_error: 63.4105 - output21_mean_squared_error: 66.9809 - output22_mean_squared_error: 37.9783 - output23_mean_squared_error: 27.2460 - output24_mean_squared_error: 46.8231 - output25_mean_squared_error: 51.5134 - output26_mean_squared_error: 29.5775 - output27_mean_squared_error: 49.7853 - output28_mean_squared_error: 106.7378 - output29_mean_squared_error: 107.9999 Epoch 23/2000 121/121 [==============================] - 0s 949us/step - loss: 1723.8560 - output00_loss: 26.0103 - output01_loss: 48.5487 - output02_loss: 52.9175 - output03_loss: 58.9062 - output04_loss: 105.2248 - output05_loss: 44.4584 - output06_loss: 86.8492 - output07_loss: 78.9481 - output08_loss: 36.8127 - output09_loss: 47.8629 - output10_loss: 36.9142 - output11_loss: 39.0187 - output12_loss: 42.3224 - output13_loss: 73.3274 - output14_loss: 46.9337 - output15_loss: 58.0657 - output16_loss: 35.2343 - output17_loss: 76.2098 - output18_loss: 32.9962 - output19_loss: 114.8260 - output20_loss: 62.0911 - output21_loss: 66.3611 - output22_loss: 37.9473 - output23_loss: 27.1759 - output24_loss: 46.4957 - output25_loss: 51.3922 - output26_loss: 29.5139 - output27_loss: 49.5998 - output28_loss: 104.7361 - output29_loss: 106.1555 - output00_mean_squared_error: 26.0103 - output01_mean_squared_error: 48.5487 - output02_mean_squared_error: 52.9175 - output03_mean_squared_error: 58.9062 - output04_mean_squared_error: 105.2248 - output05_mean_squared_error: 44.4584 - output06_mean_squared_error: 86.8492 - output07_mean_squared_error: 78.9481 - output08_mean_squared_error: 36.8127 - output09_mean_squared_error: 47.8629 - output10_mean_squared_error: 36.9142 - output11_mean_squared_error: 39.0187 - output12_mean_squared_error: 42.3224 - output13_mean_squared_error: 73.3274 - output14_mean_squared_error: 46.9337 - output15_mean_squared_error: 58.0657 - output16_mean_squared_error: 35.2343 - output17_mean_squared_error: 76.2098 - output18_mean_squared_error: 32.9962 - output19_mean_squared_error: 114.8260 - output20_mean_squared_error: 62.0911 - output21_mean_squared_error: 66.3611 - output22_mean_squared_error: 37.9473 - output23_mean_squared_error: 27.1759 - output24_mean_squared_error: 46.4957 - output25_mean_squared_error: 51.3922 - output26_mean_squared_error: 29.5139 - output27_mean_squared_error: 49.5998 - output28_mean_squared_error: 104.7361 - output29_mean_squared_error: 106.1555 Epoch 24/2000 121/121 [==============================] - 0s 1ms/step - loss: 1703.4873 - output00_loss: 25.9068 - output01_loss: 47.5261 - output02_loss: 52.1903 - output03_loss: 58.8251 - output04_loss: 103.3453 - output05_loss: 44.2961 - output06_loss: 85.2381 - output07_loss: 77.8002 - output08_loss: 36.6216 - output09_loss: 47.7609 - output10_loss: 36.7797 - output11_loss: 38.9504 - output12_loss: 41.9392 - output13_loss: 71.9386 - output14_loss: 46.2014 - output15_loss: 57.2212 - output16_loss: 35.1461 - output17_loss: 75.3196 - output18_loss: 32.9142 - output19_loss: 112.4881 - output20_loss: 60.8075 - output21_loss: 65.7722 - output22_loss: 37.9191 - output23_loss: 27.1144 - output24_loss: 46.1927 - output25_loss: 51.2710 - output26_loss: 29.4477 - output27_loss: 49.4346 - output28_loss: 102.7715 - output29_loss: 104.3480 - output00_mean_squared_error: 25.9068 - output01_mean_squared_error: 47.5261 - output02_mean_squared_error: 52.1903 - output03_mean_squared_error: 58.8251 - output04_mean_squared_error: 103.3453 - output05_mean_squared_error: 44.2961 - output06_mean_squared_error: 85.2381 - output07_mean_squared_error: 77.8002 - output08_mean_squared_error: 36.6216 - output09_mean_squared_error: 47.7609 - output10_mean_squared_error: 36.7797 - output11_mean_squared_error: 38.9504 - output12_mean_squared_error: 41.9392 - output13_mean_squared_error: 71.9386 - output14_mean_squared_error: 46.2014 - output15_mean_squared_error: 57.2212 - output16_mean_squared_error: 35.1461 - output17_mean_squared_error: 75.3196 - output18_mean_squared_error: 32.9142 - output19_mean_squared_error: 112.4881 - output20_mean_squared_error: 60.8075 - output21_mean_squared_error: 65.7722 - output22_mean_squared_error: 37.9191 - output23_mean_squared_error: 27.1144 - output24_mean_squared_error: 46.1927 - output25_mean_squared_error: 51.2710 - output26_mean_squared_error: 29.4477 - output27_mean_squared_error: 49.4346 - output28_mean_squared_error: 102.7715 - output29_mean_squared_error: 104.3480 Epoch 25/2000 121/121 [==============================] - 0s 1ms/step - loss: 1683.7053 - output00_loss: 25.8043 - output01_loss: 46.5380 - output02_loss: 51.4954 - output03_loss: 58.7461 - output04_loss: 101.5030 - output05_loss: 44.1333 - output06_loss: 83.6636 - output07_loss: 76.6871 - output08_loss: 36.4473 - output09_loss: 47.6575 - output10_loss: 36.6461 - output11_loss: 38.8801 - output12_loss: 41.5820 - output13_loss: 70.5857 - output14_loss: 45.5014 - output15_loss: 56.4100 - output16_loss: 35.0589 - output17_loss: 74.4624 - output18_loss: 32.8391 - output19_loss: 110.1879 - output20_loss: 59.5595 - output21_loss: 65.2135 - output22_loss: 37.8921 - output23_loss: 27.0599 - output24_loss: 45.9127 - output25_loss: 51.1497 - output26_loss: 29.3788 - output27_loss: 49.2880 - output28_loss: 100.8442 - output29_loss: 102.5776 - output00_mean_squared_error: 25.8043 - output01_mean_squared_error: 46.5380 - output02_mean_squared_error: 51.4954 - output03_mean_squared_error: 58.7461 - output04_mean_squared_error: 101.5030 - output05_mean_squared_error: 44.1333 - output06_mean_squared_error: 83.6636 - output07_mean_squared_error: 76.6871 - output08_mean_squared_error: 36.4473 - output09_mean_squared_error: 47.6575 - output10_mean_squared_error: 36.6461 - output11_mean_squared_error: 38.8801 - output12_mean_squared_error: 41.5820 - output13_mean_squared_error: 70.5857 - output14_mean_squared_error: 45.5014 - output15_mean_squared_error: 56.4100 - output16_mean_squared_error: 35.0589 - output17_mean_squared_error: 74.4624 - output18_mean_squared_error: 32.8391 - output19_mean_squared_error: 110.1879 - output20_mean_squared_error: 59.5595 - output21_mean_squared_error: 65.2135 - output22_mean_squared_error: 37.8921 - output23_mean_squared_error: 27.0599 - output24_mean_squared_error: 45.9127 - output25_mean_squared_error: 51.1497 - output26_mean_squared_error: 29.3788 - output27_mean_squared_error: 49.2880 - output28_mean_squared_error: 100.8442 - output29_mean_squared_error: 102.5776 Epoch 26/2000 121/121 [==============================] - 0s 1ms/step - loss: 1664.4938 - output00_loss: 25.7027 - output01_loss: 45.5840 - output02_loss: 50.8324 - output03_loss: 58.6682 - output04_loss: 99.6978 - output05_loss: 43.9702 - output06_loss: 82.1255 - output07_loss: 75.6086 - output08_loss: 36.2878 - output09_loss: 47.5529 - output10_loss: 36.5135 - output11_loss: 38.8078 - output12_loss: 41.2496 - output13_loss: 69.2687 - output14_loss: 44.8334 - output15_loss: 55.6319 - output16_loss: 34.9728 - output17_loss: 73.6378 - output18_loss: 32.7693 - output19_loss: 107.9257 - output20_loss: 58.3469 - output21_loss: 64.6843 - output22_loss: 37.8649 - output23_loss: 27.0107 - output24_loss: 45.6542 - output25_loss: 51.0281 - output26_loss: 29.3076 - output27_loss: 49.1584 - output28_loss: 98.9542 - output29_loss: 100.8440 - output00_mean_squared_error: 25.7027 - output01_mean_squared_error: 45.5840 - output02_mean_squared_error: 50.8324 - output03_mean_squared_error: 58.6682 - output04_mean_squared_error: 99.6978 - output05_mean_squared_error: 43.9702 - output06_mean_squared_error: 82.1255 - output07_mean_squared_error: 75.6086 - output08_mean_squared_error: 36.2878 - output09_mean_squared_error: 47.5529 - output10_mean_squared_error: 36.5135 - output11_mean_squared_error: 38.8078 - output12_mean_squared_error: 41.2496 - output13_mean_squared_error: 69.2687 - output14_mean_squared_error: 44.8334 - output15_mean_squared_error: 55.6319 - output16_mean_squared_error: 34.9728 - output17_mean_squared_error: 73.6378 - output18_mean_squared_error: 32.7693 - output19_mean_squared_error: 107.9257 - output20_mean_squared_error: 58.3469 - output21_mean_squared_error: 64.6843 - output22_mean_squared_error: 37.8649 - output23_mean_squared_error: 27.0107 - output24_mean_squared_error: 45.6542 - output25_mean_squared_error: 51.0281 - output26_mean_squared_error: 29.3076 - output27_mean_squared_error: 49.1584 - output28_mean_squared_error: 98.9542 - output29_mean_squared_error: 100.8440 Epoch 27/2000 121/121 [==============================] - 0s 824us/step - loss: 1645.8381 - output00_loss: 25.6020 - output01_loss: 44.6639 - output02_loss: 50.2005 - output03_loss: 58.5905 - output04_loss: 97.9297 - output05_loss: 43.8069 - output06_loss: 80.6239 - output07_loss: 74.5644 - output08_loss: 36.1416 - output09_loss: 47.4470 - output10_loss: 36.3819 - output11_loss: 38.7336 - output12_loss: 40.9409 - output13_loss: 67.9874 - output14_loss: 44.1966 - output15_loss: 54.8862 - output16_loss: 34.8877 - output17_loss: 72.8452 - output18_loss: 32.7032 - output19_loss: 105.7014 - output20_loss: 57.1695 - output21_loss: 64.1836 - output22_loss: 37.8365 - output23_loss: 26.9653 - output24_loss: 45.4159 - output25_loss: 50.9063 - output26_loss: 29.2342 - output27_loss: 49.0438 - output28_loss: 97.1015 - output29_loss: 99.1475 - output00_mean_squared_error: 25.6020 - output01_mean_squared_error: 44.6639 - output02_mean_squared_error: 50.2005 - output03_mean_squared_error: 58.5905 - output04_mean_squared_error: 97.9297 - output05_mean_squared_error: 43.8069 - output06_mean_squared_error: 80.6239 - output07_mean_squared_error: 74.5644 - output08_mean_squared_error: 36.1416 - output09_mean_squared_error: 47.4470 - output10_mean_squared_error: 36.3819 - output11_mean_squared_error: 38.7336 - output12_mean_squared_error: 40.9409 - output13_mean_squared_error: 67.9874 - output14_mean_squared_error: 44.1966 - output15_mean_squared_error: 54.8862 - output16_mean_squared_error: 34.8877 - output17_mean_squared_error: 72.8452 - output18_mean_squared_error: 32.7032 - output19_mean_squared_error: 105.7014 - output20_mean_squared_error: 57.1695 - output21_mean_squared_error: 64.1836 - output22_mean_squared_error: 37.8365 - output23_mean_squared_error: 26.9653 - output24_mean_squared_error: 45.4159 - output25_mean_squared_error: 50.9063 - output26_mean_squared_error: 29.2342 - output27_mean_squared_error: 49.0438 - output28_mean_squared_error: 97.1015 - output29_mean_squared_error: 99.1475 Epoch 28/2000 121/121 [==============================] - 0s 1ms/step - loss: 1627.7246 - output00_loss: 25.5023 - output01_loss: 43.7771 - output02_loss: 49.5991 - output03_loss: 58.5123 - output04_loss: 96.1987 - output05_loss: 43.6437 - output06_loss: 79.1585 - output07_loss: 73.5540 - output08_loss: 36.0070 - output09_loss: 47.3399 - output10_loss: 36.2514 - output11_loss: 38.6575 - output12_loss: 40.6545 - output13_loss: 66.7415 - output14_loss: 43.5904 - output15_loss: 54.1725 - output16_loss: 34.8034 - output17_loss: 72.0842 - output18_loss: 32.6395 - output19_loss: 103.5150 - output20_loss: 56.0270 - output21_loss: 63.7106 - output22_loss: 37.8059 - output23_loss: 26.9227 - output24_loss: 45.1963 - output25_loss: 50.7842 - output26_loss: 29.1590 - output27_loss: 48.9426 - output28_loss: 95.2860 - output29_loss: 97.4877 - output00_mean_squared_error: 25.5023 - output01_mean_squared_error: 43.7771 - output02_mean_squared_error: 49.5991 - output03_mean_squared_error: 58.5123 - output04_mean_squared_error: 96.1987 - output05_mean_squared_error: 43.6437 - output06_mean_squared_error: 79.1585 - output07_mean_squared_error: 73.5540 - output08_mean_squared_error: 36.0070 - output09_mean_squared_error: 47.3399 - output10_mean_squared_error: 36.2514 - output11_mean_squared_error: 38.6575 - output12_mean_squared_error: 40.6545 - output13_mean_squared_error: 66.7415 - output14_mean_squared_error: 43.5904 - output15_mean_squared_error: 54.1725 - output16_mean_squared_error: 34.8034 - output17_mean_squared_error: 72.0842 - output18_mean_squared_error: 32.6395 - output19_mean_squared_error: 103.5150 - output20_mean_squared_error: 56.0270 - output21_mean_squared_error: 63.7106 - output22_mean_squared_error: 37.8059 - output23_mean_squared_error: 26.9227 - output24_mean_squared_error: 45.1963 - output25_mean_squared_error: 50.7842 - output26_mean_squared_error: 29.1590 - output27_mean_squared_error: 48.9426 - output28_mean_squared_error: 95.2860 - output29_mean_squared_error: 97.4877 Epoch 29/2000 121/121 [==============================] - 0s 1ms/step - loss: 1610.1387 - output00_loss: 25.4035 - output01_loss: 42.9233 - output02_loss: 49.0276 - output03_loss: 58.4331 - output04_loss: 94.5045 - output05_loss: 43.4807 - output06_loss: 77.7291 - output07_loss: 72.5772 - output08_loss: 35.8824 - output09_loss: 47.2319 - output10_loss: 36.1218 - output11_loss: 38.5797 - output12_loss: 40.3891 - output13_loss: 65.5307 - output14_loss: 43.0141 - output15_loss: 53.4902 - output16_loss: 34.7199 - output17_loss: 71.3540 - output18_loss: 32.5772 - output19_loss: 101.3666 - output20_loss: 54.9191 - output21_loss: 63.2644 - output22_loss: 37.7727 - output23_loss: 26.8816 - output24_loss: 44.9940 - output25_loss: 50.6620 - output26_loss: 29.0826 - output27_loss: 48.8530 - output28_loss: 93.5077 - output29_loss: 95.8647 - output00_mean_squared_error: 25.4035 - output01_mean_squared_error: 42.9233 - output02_mean_squared_error: 49.0276 - output03_mean_squared_error: 58.4331 - output04_mean_squared_error: 94.5045 - output05_mean_squared_error: 43.4807 - output06_mean_squared_error: 77.7291 - output07_mean_squared_error: 72.5772 - output08_mean_squared_error: 35.8824 - output09_mean_squared_error: 47.2319 - output10_mean_squared_error: 36.1218 - output11_mean_squared_error: 38.5797 - output12_mean_squared_error: 40.3891 - output13_mean_squared_error: 65.5307 - output14_mean_squared_error: 43.0141 - output15_mean_squared_error: 53.4902 - output16_mean_squared_error: 34.7199 - output17_mean_squared_error: 71.3540 - output18_mean_squared_error: 32.5772 - output19_mean_squared_error: 101.3666 - output20_mean_squared_error: 54.9191 - output21_mean_squared_error: 63.2644 - output22_mean_squared_error: 37.7727 - output23_mean_squared_error: 26.8816 - output24_mean_squared_error: 44.9940 - output25_mean_squared_error: 50.6620 - output26_mean_squared_error: 29.0826 - output27_mean_squared_error: 48.8530 - output28_mean_squared_error: 93.5077 - output29_mean_squared_error: 95.8647 Epoch 30/2000 121/121 [==============================] - 0s 827us/step - loss: 1593.0674 - output00_loss: 25.3056 - output01_loss: 42.1019 - output02_loss: 48.4852 - output03_loss: 58.3527 - output04_loss: 92.8471 - output05_loss: 43.3182 - output06_loss: 76.3356 - output07_loss: 71.6334 - output08_loss: 35.7665 - output09_loss: 47.1231 - output10_loss: 35.9933 - output11_loss: 38.5006 - output12_loss: 40.1435 - output13_loss: 64.3549 - output14_loss: 42.4670 - output15_loss: 52.8387 - output16_loss: 34.6371 - output17_loss: 70.6541 - output18_loss: 32.5153 - output19_loss: 99.2561 - output20_loss: 53.8455 - output21_loss: 62.8439 - output22_loss: 37.7367 - output23_loss: 26.8410 - output24_loss: 44.8075 - output25_loss: 50.5397 - output26_loss: 29.0054 - output27_loss: 48.7734 - output28_loss: 91.7663 - output29_loss: 94.2782 - output00_mean_squared_error: 25.3056 - output01_mean_squared_error: 42.1019 - output02_mean_squared_error: 48.4852 - output03_mean_squared_error: 58.3527 - output04_mean_squared_error: 92.8471 - output05_mean_squared_error: 43.3182 - output06_mean_squared_error: 76.3356 - output07_mean_squared_error: 71.6334 - output08_mean_squared_error: 35.7665 - output09_mean_squared_error: 47.1231 - output10_mean_squared_error: 35.9933 - output11_mean_squared_error: 38.5006 - output12_mean_squared_error: 40.1435 - output13_mean_squared_error: 64.3549 - output14_mean_squared_error: 42.4670 - output15_mean_squared_error: 52.8387 - output16_mean_squared_error: 34.6371 - output17_mean_squared_error: 70.6541 - output18_mean_squared_error: 32.5153 - output19_mean_squared_error: 99.2561 - output20_mean_squared_error: 53.8455 - output21_mean_squared_error: 62.8439 - output22_mean_squared_error: 37.7367 - output23_mean_squared_error: 26.8410 - output24_mean_squared_error: 44.8075 - output25_mean_squared_error: 50.5397 - output26_mean_squared_error: 29.0054 - output27_mean_squared_error: 48.7734 - output28_mean_squared_error: 91.7663 - output29_mean_squared_error: 94.2782 Epoch 31/2000 121/121 [==============================] - 0s 768us/step - loss: 1576.4980 - output00_loss: 25.2087 - output01_loss: 41.3124 - output02_loss: 47.9711 - output03_loss: 58.2709 - output04_loss: 91.2262 - output05_loss: 43.1562 - output06_loss: 74.9776 - output07_loss: 70.7221 - output08_loss: 35.6578 - output09_loss: 47.0137 - output10_loss: 35.8658 - output11_loss: 38.4205 - output12_loss: 39.9163 - output13_loss: 63.2135 - output14_loss: 41.9483 - output15_loss: 52.2173 - output16_loss: 34.5547 - output17_loss: 69.9837 - output18_loss: 32.4530 - output19_loss: 97.1834 - output20_loss: 52.8056 - output21_loss: 62.4482 - output22_loss: 37.6977 - output23_loss: 26.8004 - output24_loss: 44.6355 - output25_loss: 50.4177 - output26_loss: 28.9278 - output27_loss: 48.7021 - output28_loss: 90.0618 - output29_loss: 92.7279 - output00_mean_squared_error: 25.2087 - output01_mean_squared_error: 41.3124 - output02_mean_squared_error: 47.9711 - output03_mean_squared_error: 58.2709 - output04_mean_squared_error: 91.2262 - output05_mean_squared_error: 43.1562 - output06_mean_squared_error: 74.9776 - output07_mean_squared_error: 70.7221 - output08_mean_squared_error: 35.6578 - output09_mean_squared_error: 47.0137 - output10_mean_squared_error: 35.8658 - output11_mean_squared_error: 38.4205 - output12_mean_squared_error: 39.9163 - output13_mean_squared_error: 63.2135 - output14_mean_squared_error: 41.9483 - output15_mean_squared_error: 52.2173 - output16_mean_squared_error: 34.5547 - output17_mean_squared_error: 69.9837 - output18_mean_squared_error: 32.4530 - output19_mean_squared_error: 97.1834 - output20_mean_squared_error: 52.8056 - output21_mean_squared_error: 62.4482 - output22_mean_squared_error: 37.6977 - output23_mean_squared_error: 26.8004 - output24_mean_squared_error: 44.6355 - output25_mean_squared_error: 50.4177 - output26_mean_squared_error: 28.9278 - output27_mean_squared_error: 48.7021 - output28_mean_squared_error: 90.0618 - output29_mean_squared_error: 92.7279 Epoch 32/2000 121/121 [==============================] - 0s 1ms/step - loss: 1560.4182 - output00_loss: 25.1126 - output01_loss: 40.5543 - output02_loss: 47.4845 - output03_loss: 58.1875 - output04_loss: 89.6416 - output05_loss: 42.9950 - output06_loss: 73.6549 - output07_loss: 69.8429 - output08_loss: 35.5551 - output09_loss: 46.9040 - output10_loss: 35.7393 - output11_loss: 38.3398 - output12_loss: 39.7062 - output13_loss: 62.1063 - output14_loss: 41.4572 - output15_loss: 51.6253 - output16_loss: 34.4728 - output17_loss: 69.3421 - output18_loss: 32.3899 - output19_loss: 95.1483 - output20_loss: 51.7993 - output21_loss: 62.0762 - output22_loss: 37.6558 - output23_loss: 26.7591 - output24_loss: 44.4767 - output25_loss: 50.2959 - output26_loss: 28.8503 - output27_loss: 48.6378 - output28_loss: 88.3938 - output29_loss: 91.2137 - output00_mean_squared_error: 25.1126 - output01_mean_squared_error: 40.5543 - output02_mean_squared_error: 47.4845 - output03_mean_squared_error: 58.1875 - output04_mean_squared_error: 89.6416 - output05_mean_squared_error: 42.9950 - output06_mean_squared_error: 73.6549 - output07_mean_squared_error: 69.8429 - output08_mean_squared_error: 35.5551 - output09_mean_squared_error: 46.9040 - output10_mean_squared_error: 35.7393 - output11_mean_squared_error: 38.3398 - output12_mean_squared_error: 39.7062 - output13_mean_squared_error: 62.1063 - output14_mean_squared_error: 41.4572 - output15_mean_squared_error: 51.6253 - output16_mean_squared_error: 34.4728 - output17_mean_squared_error: 69.3421 - output18_mean_squared_error: 32.3899 - output19_mean_squared_error: 95.1483 - output20_mean_squared_error: 51.7993 - output21_mean_squared_error: 62.0762 - output22_mean_squared_error: 37.6558 - output23_mean_squared_error: 26.7591 - output24_mean_squared_error: 44.4767 - output25_mean_squared_error: 50.2959 - output26_mean_squared_error: 28.8503 - output27_mean_squared_error: 48.6378 - output28_mean_squared_error: 88.3938 - output29_mean_squared_error: 91.2137 Epoch 33/2000 121/121 [==============================] - 0s 1ms/step - loss: 1544.8153 - output00_loss: 25.0175 - output01_loss: 39.8269 - output02_loss: 47.0246 - output03_loss: 58.1027 - output04_loss: 88.0931 - output05_loss: 42.8347 - output06_loss: 72.3671 - output07_loss: 68.9951 - output08_loss: 35.4574 - output09_loss: 46.7943 - output10_loss: 35.6138 - output11_loss: 38.2586 - output12_loss: 39.5119 - output13_loss: 61.0328 - output14_loss: 40.9929 - output15_loss: 51.0620 - output16_loss: 34.3912 - output17_loss: 68.7285 - output18_loss: 32.3254 - output19_loss: 93.1507 - output20_loss: 50.8258 - output21_loss: 61.7267 - output22_loss: 37.6113 - output23_loss: 26.7167 - output24_loss: 44.3297 - output25_loss: 50.1745 - output26_loss: 28.7731 - output27_loss: 48.5790 - output28_loss: 86.7622 - output29_loss: 89.7353 - output00_mean_squared_error: 25.0175 - output01_mean_squared_error: 39.8269 - output02_mean_squared_error: 47.0246 - output03_mean_squared_error: 58.1027 - output04_mean_squared_error: 88.0931 - output05_mean_squared_error: 42.8347 - output06_mean_squared_error: 72.3671 - output07_mean_squared_error: 68.9951 - output08_mean_squared_error: 35.4574 - output09_mean_squared_error: 46.7943 - output10_mean_squared_error: 35.6138 - output11_mean_squared_error: 38.2586 - output12_mean_squared_error: 39.5119 - output13_mean_squared_error: 61.0328 - output14_mean_squared_error: 40.9929 - output15_mean_squared_error: 51.0620 - output16_mean_squared_error: 34.3912 - output17_mean_squared_error: 68.7285 - output18_mean_squared_error: 32.3254 - output19_mean_squared_error: 93.1507 - output20_mean_squared_error: 50.8258 - output21_mean_squared_error: 61.7267 - output22_mean_squared_error: 37.6113 - output23_mean_squared_error: 26.7167 - output24_mean_squared_error: 44.3297 - output25_mean_squared_error: 50.1745 - output26_mean_squared_error: 28.7731 - output27_mean_squared_error: 48.5790 - output28_mean_squared_error: 86.7622 - output29_mean_squared_error: 89.7353 Epoch 34/2000 121/121 [==============================] - 0s 1ms/step - loss: 1529.6782 - output00_loss: 24.9233 - output01_loss: 39.1296 - output02_loss: 46.5904 - output03_loss: 58.0165 - output04_loss: 86.5804 - output05_loss: 42.6754 - output06_loss: 71.1138 - output07_loss: 68.1781 - output08_loss: 35.3637 - output09_loss: 46.6846 - output10_loss: 35.4894 - output11_loss: 38.1774 - output12_loss: 39.3321 - output13_loss: 59.9925 - output14_loss: 40.5544 - output15_loss: 50.5266 - output16_loss: 34.3100 - output17_loss: 68.1422 - output18_loss: 32.2593 - output19_loss: 91.1903 - output20_loss: 49.8849 - output21_loss: 61.3988 - output22_loss: 37.5644 - output23_loss: 26.6729 - output24_loss: 44.1933 - output25_loss: 50.0538 - output26_loss: 28.6965 - output27_loss: 48.5244 - output28_loss: 85.1667 - output29_loss: 88.2924 - output00_mean_squared_error: 24.9233 - output01_mean_squared_error: 39.1296 - output02_mean_squared_error: 46.5904 - output03_mean_squared_error: 58.0165 - output04_mean_squared_error: 86.5804 - output05_mean_squared_error: 42.6754 - output06_mean_squared_error: 71.1138 - output07_mean_squared_error: 68.1781 - output08_mean_squared_error: 35.3637 - output09_mean_squared_error: 46.6846 - output10_mean_squared_error: 35.4894 - output11_mean_squared_error: 38.1774 - output12_mean_squared_error: 39.3321 - output13_mean_squared_error: 59.9925 - output14_mean_squared_error: 40.5544 - output15_mean_squared_error: 50.5266 - output16_mean_squared_error: 34.3100 - output17_mean_squared_error: 68.1422 - output18_mean_squared_error: 32.2593 - output19_mean_squared_error: 91.1903 - output20_mean_squared_error: 49.8849 - output21_mean_squared_error: 61.3988 - output22_mean_squared_error: 37.5644 - output23_mean_squared_error: 26.6729 - output24_mean_squared_error: 44.1933 - output25_mean_squared_error: 50.0538 - output26_mean_squared_error: 28.6965 - output27_mean_squared_error: 48.5244 - output28_mean_squared_error: 85.1667 - output29_mean_squared_error: 88.2924 Epoch 35/2000 121/121 [==============================] - 0s 853us/step - loss: 1514.9948 - output00_loss: 24.8300 - output01_loss: 38.4617 - output02_loss: 46.1811 - output03_loss: 57.9291 - output04_loss: 85.1031 - output05_loss: 42.5172 - output06_loss: 69.8947 - output07_loss: 67.3915 - output08_loss: 35.2730 - output09_loss: 46.5753 - output10_loss: 35.3660 - output11_loss: 38.0964 - output12_loss: 39.1656 - output13_loss: 58.9851 - output14_loss: 40.1408 - output15_loss: 50.0183 - output16_loss: 34.2292 - output17_loss: 67.5823 - output18_loss: 32.1914 - output19_loss: 89.2671 - output20_loss: 48.9759 - output21_loss: 61.0912 - output22_loss: 37.5155 - output23_loss: 26.6276 - output24_loss: 44.0664 - output25_loss: 49.9337 - output26_loss: 28.6209 - output27_loss: 48.4731 - output28_loss: 83.6070 - output29_loss: 86.8846 - output00_mean_squared_error: 24.8300 - output01_mean_squared_error: 38.4617 - output02_mean_squared_error: 46.1811 - output03_mean_squared_error: 57.9291 - output04_mean_squared_error: 85.1031 - output05_mean_squared_error: 42.5172 - output06_mean_squared_error: 69.8947 - output07_mean_squared_error: 67.3915 - output08_mean_squared_error: 35.2730 - output09_mean_squared_error: 46.5753 - output10_mean_squared_error: 35.3660 - output11_mean_squared_error: 38.0964 - output12_mean_squared_error: 39.1656 - output13_mean_squared_error: 58.9851 - output14_mean_squared_error: 40.1408 - output15_mean_squared_error: 50.0183 - output16_mean_squared_error: 34.2292 - output17_mean_squared_error: 67.5823 - output18_mean_squared_error: 32.1914 - output19_mean_squared_error: 89.2671 - output20_mean_squared_error: 48.9759 - output21_mean_squared_error: 61.0912 - output22_mean_squared_error: 37.5155 - output23_mean_squared_error: 26.6276 - output24_mean_squared_error: 44.0664 - output25_mean_squared_error: 49.9337 - output26_mean_squared_error: 28.6209 - output27_mean_squared_error: 48.4731 - output28_mean_squared_error: 83.6070 - output29_mean_squared_error: 86.8846 Epoch 36/2000 121/121 [==============================] - 0s 1ms/step - loss: 1500.7544 - output00_loss: 24.7376 - output01_loss: 37.8226 - output02_loss: 45.7958 - output03_loss: 57.8407 - output04_loss: 83.6610 - output05_loss: 42.3601 - output06_loss: 68.7093 - output07_loss: 66.6344 - output08_loss: 35.1847 - output09_loss: 46.4663 - output10_loss: 35.2436 - output11_loss: 38.0159 - output12_loss: 39.0113 - output13_loss: 58.0101 - output14_loss: 39.7514 - output15_loss: 49.5364 - output16_loss: 34.1488 - output17_loss: 67.0479 - output18_loss: 32.1218 - output19_loss: 87.3806 - output20_loss: 48.0983 - output21_loss: 60.8029 - output22_loss: 37.4652 - output23_loss: 26.5807 - output24_loss: 43.9479 - output25_loss: 49.8145 - output26_loss: 28.5463 - output27_loss: 48.4239 - output28_loss: 82.0829 - output29_loss: 85.5116 - output00_mean_squared_error: 24.7376 - output01_mean_squared_error: 37.8226 - output02_mean_squared_error: 45.7958 - output03_mean_squared_error: 57.8407 - output04_mean_squared_error: 83.6610 - output05_mean_squared_error: 42.3601 - output06_mean_squared_error: 68.7093 - output07_mean_squared_error: 66.6344 - output08_mean_squared_error: 35.1847 - output09_mean_squared_error: 46.4663 - output10_mean_squared_error: 35.2436 - output11_mean_squared_error: 38.0159 - output12_mean_squared_error: 39.0113 - output13_mean_squared_error: 58.0101 - output14_mean_squared_error: 39.7514 - output15_mean_squared_error: 49.5364 - output16_mean_squared_error: 34.1488 - output17_mean_squared_error: 67.0479 - output18_mean_squared_error: 32.1218 - output19_mean_squared_error: 87.3806 - output20_mean_squared_error: 48.0983 - output21_mean_squared_error: 60.8029 - output22_mean_squared_error: 37.4652 - output23_mean_squared_error: 26.5807 - output24_mean_squared_error: 43.9479 - output25_mean_squared_error: 49.8145 - output26_mean_squared_error: 28.5463 - output27_mean_squared_error: 48.4239 - output28_mean_squared_error: 82.0829 - output29_mean_squared_error: 85.5116 Epoch 37/2000 121/121 [==============================] - 0s 930us/step - loss: 1486.9452 - output00_loss: 24.6462 - output01_loss: 37.2116 - output02_loss: 45.4335 - output03_loss: 57.7515 - output04_loss: 82.2536 - output05_loss: 42.2043 - output06_loss: 67.5572 - output07_loss: 65.9063 - output08_loss: 35.0980 - output09_loss: 46.3578 - output10_loss: 35.1222 - output11_loss: 37.9359 - output12_loss: 38.8680 - output13_loss: 57.0668 - output14_loss: 39.3850 - output15_loss: 49.0800 - output16_loss: 34.0688 - output17_loss: 66.5382 - output18_loss: 32.0504 - output19_loss: 85.5308 - output20_loss: 47.2515 - output21_loss: 60.5328 - output22_loss: 37.4137 - output23_loss: 26.5323 - output24_loss: 43.8366 - output25_loss: 49.6962 - output26_loss: 28.4728 - output27_loss: 48.3760 - output28_loss: 80.5938 - output29_loss: 84.1730 - output00_mean_squared_error: 24.6462 - output01_mean_squared_error: 37.2116 - output02_mean_squared_error: 45.4335 - output03_mean_squared_error: 57.7515 - output04_mean_squared_error: 82.2536 - output05_mean_squared_error: 42.2043 - output06_mean_squared_error: 67.5572 - output07_mean_squared_error: 65.9063 - output08_mean_squared_error: 35.0980 - output09_mean_squared_error: 46.3578 - output10_mean_squared_error: 35.1222 - output11_mean_squared_error: 37.9359 - output12_mean_squared_error: 38.8680 - output13_mean_squared_error: 57.0668 - output14_mean_squared_error: 39.3850 - output15_mean_squared_error: 49.0800 - output16_mean_squared_error: 34.0688 - output17_mean_squared_error: 66.5382 - output18_mean_squared_error: 32.0504 - output19_mean_squared_error: 85.5308 - output20_mean_squared_error: 47.2515 - output21_mean_squared_error: 60.5328 - output22_mean_squared_error: 37.4137 - output23_mean_squared_error: 26.5323 - output24_mean_squared_error: 43.8366 - output25_mean_squared_error: 49.6962 - output26_mean_squared_error: 28.4728 - output27_mean_squared_error: 48.3760 - output28_mean_squared_error: 80.5938 - output29_mean_squared_error: 84.1730 Epoch 38/2000 121/121 [==============================] - 0s 813us/step - loss: 1473.5559 - output00_loss: 24.5556 - output01_loss: 36.6279 - output02_loss: 45.0933 - output03_loss: 57.6618 - output04_loss: 80.8807 - output05_loss: 42.0497 - output06_loss: 66.4380 - output07_loss: 65.2065 - output08_loss: 35.0124 - output09_loss: 46.2500 - output10_loss: 35.0019 - output11_loss: 37.8566 - output12_loss: 38.7346 - output13_loss: 56.1549 - output14_loss: 39.0408 - output15_loss: 48.6483 - output16_loss: 33.9893 - output17_loss: 66.0524 - output18_loss: 31.9774 - output19_loss: 83.7172 - output20_loss: 46.4351 - output21_loss: 60.2797 - output22_loss: 37.3615 - output23_loss: 26.4826 - output24_loss: 43.7318 - output25_loss: 49.5789 - output26_loss: 28.4003 - output27_loss: 48.3288 - output28_loss: 79.1396 - output29_loss: 82.8684 - output00_mean_squared_error: 24.5556 - output01_mean_squared_error: 36.6279 - output02_mean_squared_error: 45.0933 - output03_mean_squared_error: 57.6618 - output04_mean_squared_error: 80.8807 - output05_mean_squared_error: 42.0497 - output06_mean_squared_error: 66.4380 - output07_mean_squared_error: 65.2065 - output08_mean_squared_error: 35.0124 - output09_mean_squared_error: 46.2500 - output10_mean_squared_error: 35.0019 - output11_mean_squared_error: 37.8566 - output12_mean_squared_error: 38.7346 - output13_mean_squared_error: 56.1549 - output14_mean_squared_error: 39.0408 - output15_mean_squared_error: 48.6483 - output16_mean_squared_error: 33.9893 - output17_mean_squared_error: 66.0524 - output18_mean_squared_error: 31.9774 - output19_mean_squared_error: 83.7172 - output20_mean_squared_error: 46.4351 - output21_mean_squared_error: 60.2797 - output22_mean_squared_error: 37.3615 - output23_mean_squared_error: 26.4826 - output24_mean_squared_error: 43.7318 - output25_mean_squared_error: 49.5789 - output26_mean_squared_error: 28.4003 - output27_mean_squared_error: 48.3288 - output28_mean_squared_error: 79.1396 - output29_mean_squared_error: 82.8684 Epoch 39/2000 121/121 [==============================] - 0s 1ms/step - loss: 1460.5757 - output00_loss: 24.4659 - output01_loss: 36.0709 - output02_loss: 44.7742 - output03_loss: 57.5718 - output04_loss: 79.5417 - output05_loss: 41.8963 - output06_loss: 65.3512 - output07_loss: 64.5342 - output08_loss: 34.9274 - output09_loss: 46.1427 - output10_loss: 34.8825 - output11_loss: 37.7781 - output12_loss: 38.6101 - output13_loss: 55.2736 - output14_loss: 38.7179 - output15_loss: 48.2404 - output16_loss: 33.9104 - output17_loss: 65.5895 - output18_loss: 31.9030 - output19_loss: 81.9397 - output20_loss: 45.6482 - output21_loss: 60.0426 - output22_loss: 37.3091 - output23_loss: 26.4317 - output24_loss: 43.6324 - output25_loss: 49.4625 - output26_loss: 28.3290 - output27_loss: 48.2816 - output28_loss: 77.7198 - output29_loss: 81.5974 - output00_mean_squared_error: 24.4659 - output01_mean_squared_error: 36.0709 - output02_mean_squared_error: 44.7742 - output03_mean_squared_error: 57.5718 - output04_mean_squared_error: 79.5417 - output05_mean_squared_error: 41.8963 - output06_mean_squared_error: 65.3512 - output07_mean_squared_error: 64.5342 - output08_mean_squared_error: 34.9274 - output09_mean_squared_error: 46.1427 - output10_mean_squared_error: 34.8825 - output11_mean_squared_error: 37.7781 - output12_mean_squared_error: 38.6101 - output13_mean_squared_error: 55.2736 - output14_mean_squared_error: 38.7179 - output15_mean_squared_error: 48.2404 - output16_mean_squared_error: 33.9104 - output17_mean_squared_error: 65.5895 - output18_mean_squared_error: 31.9030 - output19_mean_squared_error: 81.9397 - output20_mean_squared_error: 45.6482 - output21_mean_squared_error: 60.0426 - output22_mean_squared_error: 37.3091 - output23_mean_squared_error: 26.4317 - output24_mean_squared_error: 43.6324 - output25_mean_squared_error: 49.4625 - output26_mean_squared_error: 28.3290 - output27_mean_squared_error: 48.2816 - output28_mean_squared_error: 77.7198 - output29_mean_squared_error: 81.5974 Epoch 40/2000 121/121 [==============================] - 0s 724us/step - loss: 1447.9939 - output00_loss: 24.3771 - output01_loss: 35.5396 - output02_loss: 44.4753 - output03_loss: 57.4817 - output04_loss: 78.2363 - output05_loss: 41.7441 - output06_loss: 64.2963 - output07_loss: 63.8888 - output08_loss: 34.8428 - output09_loss: 46.0361 - output10_loss: 34.7642 - output11_loss: 37.7005 - output12_loss: 38.4935 - output13_loss: 54.4226 - output14_loss: 38.4152 - output15_loss: 47.8554 - output16_loss: 33.8321 - output17_loss: 65.1485 - output18_loss: 31.8275 - output19_loss: 80.1978 - output20_loss: 44.8905 - output21_loss: 59.8204 - output22_loss: 37.2567 - output23_loss: 26.3798 - output24_loss: 43.5376 - output25_loss: 49.3471 - output26_loss: 28.2587 - output27_loss: 48.2339 - output28_loss: 76.3340 - output29_loss: 80.3596 - output00_mean_squared_error: 24.3771 - output01_mean_squared_error: 35.5396 - output02_mean_squared_error: 44.4753 - output03_mean_squared_error: 57.4817 - output04_mean_squared_error: 78.2363 - output05_mean_squared_error: 41.7441 - output06_mean_squared_error: 64.2963 - output07_mean_squared_error: 63.8888 - output08_mean_squared_error: 34.8428 - output09_mean_squared_error: 46.0361 - output10_mean_squared_error: 34.7642 - output11_mean_squared_error: 37.7005 - output12_mean_squared_error: 38.4935 - output13_mean_squared_error: 54.4226 - output14_mean_squared_error: 38.4152 - output15_mean_squared_error: 47.8554 - output16_mean_squared_error: 33.8321 - output17_mean_squared_error: 65.1485 - output18_mean_squared_error: 31.8275 - output19_mean_squared_error: 80.1978 - output20_mean_squared_error: 44.8905 - output21_mean_squared_error: 59.8204 - output22_mean_squared_error: 37.2567 - output23_mean_squared_error: 26.3798 - output24_mean_squared_error: 43.5376 - output25_mean_squared_error: 49.3471 - output26_mean_squared_error: 28.2587 - output27_mean_squared_error: 48.2339 - output28_mean_squared_error: 76.3340 - output29_mean_squared_error: 80.3596 Epoch 41/2000 121/121 [==============================] - 0s 912us/step - loss: 1435.7990 - output00_loss: 24.2891 - output01_loss: 35.0335 - output02_loss: 44.1957 - output03_loss: 57.3918 - output04_loss: 76.9641 - output05_loss: 41.5931 - output06_loss: 63.2728 - output07_loss: 63.2695 - output08_loss: 34.7582 - output09_loss: 45.9302 - output10_loss: 34.6469 - output11_loss: 37.6236 - output12_loss: 38.3840 - output13_loss: 53.6011 - output14_loss: 38.1319 - output15_loss: 47.4926 - output16_loss: 33.7545 - output17_loss: 64.7287 - output18_loss: 31.7509 - output19_loss: 78.4913 - output20_loss: 44.1611 - output21_loss: 59.6120 - output22_loss: 37.2046 - output23_loss: 26.3272 - output24_loss: 43.4468 - output25_loss: 49.2327 - output26_loss: 28.1892 - output27_loss: 48.1854 - output28_loss: 74.9819 - output29_loss: 79.1546 - output00_mean_squared_error: 24.2891 - output01_mean_squared_error: 35.0335 - output02_mean_squared_error: 44.1957 - output03_mean_squared_error: 57.3918 - output04_mean_squared_error: 76.9641 - output05_mean_squared_error: 41.5931 - output06_mean_squared_error: 63.2728 - output07_mean_squared_error: 63.2695 - output08_mean_squared_error: 34.7582 - output09_mean_squared_error: 45.9302 - output10_mean_squared_error: 34.6469 - output11_mean_squared_error: 37.6236 - output12_mean_squared_error: 38.3840 - output13_mean_squared_error: 53.6011 - output14_mean_squared_error: 38.1319 - output15_mean_squared_error: 47.4926 - output16_mean_squared_error: 33.7545 - output17_mean_squared_error: 64.7287 - output18_mean_squared_error: 31.7509 - output19_mean_squared_error: 78.4913 - output20_mean_squared_error: 44.1611 - output21_mean_squared_error: 59.6120 - output22_mean_squared_error: 37.2046 - output23_mean_squared_error: 26.3272 - output24_mean_squared_error: 43.4468 - output25_mean_squared_error: 49.2327 - output26_mean_squared_error: 28.1892 - output27_mean_squared_error: 48.1854 - output28_mean_squared_error: 74.9819 - output29_mean_squared_error: 79.1546 Epoch 42/2000 121/121 [==============================] - 0s 781us/step - loss: 1423.9800 - output00_loss: 24.2020 - output01_loss: 34.5517 - output02_loss: 43.9344 - output03_loss: 57.3021 - output04_loss: 75.7247 - output05_loss: 41.4432 - output06_loss: 62.2802 - output07_loss: 62.6756 - output08_loss: 34.6733 - output09_loss: 45.8248 - output10_loss: 34.5306 - output11_loss: 37.5475 - output12_loss: 38.2807 - output13_loss: 52.8087 - output14_loss: 37.8669 - output15_loss: 47.1509 - output16_loss: 33.6774 - output17_loss: 64.3291 - output18_loss: 31.6737 - output19_loss: 76.8198 - output20_loss: 43.4596 - output21_loss: 59.4164 - output22_loss: 37.1531 - output23_loss: 26.2741 - output24_loss: 43.3593 - output25_loss: 49.1192 - output26_loss: 28.1205 - output27_loss: 48.1359 - output28_loss: 73.6630 - output29_loss: 77.9818 - output00_mean_squared_error: 24.2020 - output01_mean_squared_error: 34.5517 - output02_mean_squared_error: 43.9344 - output03_mean_squared_error: 57.3021 - output04_mean_squared_error: 75.7247 - output05_mean_squared_error: 41.4432 - output06_mean_squared_error: 62.2802 - output07_mean_squared_error: 62.6756 - output08_mean_squared_error: 34.6733 - output09_mean_squared_error: 45.8248 - output10_mean_squared_error: 34.5306 - output11_mean_squared_error: 37.5475 - output12_mean_squared_error: 38.2807 - output13_mean_squared_error: 52.8087 - output14_mean_squared_error: 37.8669 - output15_mean_squared_error: 47.1509 - output16_mean_squared_error: 33.6774 - output17_mean_squared_error: 64.3291 - output18_mean_squared_error: 31.6737 - output19_mean_squared_error: 76.8198 - output20_mean_squared_error: 43.4596 - output21_mean_squared_error: 59.4164 - output22_mean_squared_error: 37.1531 - output23_mean_squared_error: 26.2741 - output24_mean_squared_error: 43.3593 - output25_mean_squared_error: 49.1192 - output26_mean_squared_error: 28.1205 - output27_mean_squared_error: 48.1359 - output28_mean_squared_error: 73.6630 - output29_mean_squared_error: 77.9818 Epoch 43/2000 121/121 [==============================] - 0s 623us/step - loss: 1412.5265 - output00_loss: 24.1158 - output01_loss: 34.0935 - output02_loss: 43.6905 - output03_loss: 57.2129 - output04_loss: 74.5174 - output05_loss: 41.2945 - output06_loss: 61.3179 - output07_loss: 62.1064 - output08_loss: 34.5881 - output09_loss: 45.7200 - output10_loss: 34.4153 - output11_loss: 37.4721 - output12_loss: 38.1829 - output13_loss: 52.0446 - output14_loss: 37.6193 - output15_loss: 46.8297 - output16_loss: 33.6010 - output17_loss: 63.9488 - output18_loss: 31.5960 - output19_loss: 75.1829 - output20_loss: 42.7852 - output21_loss: 59.2326 - output22_loss: 37.1023 - output23_loss: 26.2207 - output24_loss: 43.2744 - output25_loss: 49.0065 - output26_loss: 28.0525 - output27_loss: 48.0851 - output28_loss: 72.3768 - output29_loss: 76.8407 - output00_mean_squared_error: 24.1158 - output01_mean_squared_error: 34.0935 - output02_mean_squared_error: 43.6905 - output03_mean_squared_error: 57.2129 - output04_mean_squared_error: 74.5174 - output05_mean_squared_error: 41.2945 - output06_mean_squared_error: 61.3179 - output07_mean_squared_error: 62.1064 - output08_mean_squared_error: 34.5881 - output09_mean_squared_error: 45.7200 - output10_mean_squared_error: 34.4153 - output11_mean_squared_error: 37.4721 - output12_mean_squared_error: 38.1829 - output13_mean_squared_error: 52.0446 - output14_mean_squared_error: 37.6193 - output15_mean_squared_error: 46.8297 - output16_mean_squared_error: 33.6010 - output17_mean_squared_error: 63.9488 - output18_mean_squared_error: 31.5960 - output19_mean_squared_error: 75.1829 - output20_mean_squared_error: 42.7852 - output21_mean_squared_error: 59.2326 - output22_mean_squared_error: 37.1023 - output23_mean_squared_error: 26.2207 - output24_mean_squared_error: 43.2744 - output25_mean_squared_error: 49.0065 - output26_mean_squared_error: 28.0525 - output27_mean_squared_error: 48.0851 - output28_mean_squared_error: 72.3768 - output29_mean_squared_error: 76.8407 Epoch 44/2000 121/121 [==============================] - 0s 1ms/step - loss: 1401.4274 - output00_loss: 24.0304 - output01_loss: 33.6580 - output02_loss: 43.4630 - output03_loss: 57.1242 - output04_loss: 73.3420 - output05_loss: 41.1469 - output06_loss: 60.3855 - output07_loss: 61.5611 - output08_loss: 34.5024 - output09_loss: 45.6157 - output10_loss: 34.3010 - output11_loss: 37.3973 - output12_loss: 38.0898 - output13_loss: 51.3083 - output14_loss: 37.3882 - output15_loss: 46.5279 - output16_loss: 33.5252 - output17_loss: 63.5869 - output18_loss: 31.5181 - output19_loss: 73.5804 - output20_loss: 42.1372 - output21_loss: 59.0598 - output22_loss: 37.0524 - output23_loss: 26.1673 - output24_loss: 43.1916 - output25_loss: 48.8948 - output26_loss: 27.9849 - output27_loss: 48.0329 - output28_loss: 71.1230 - output29_loss: 75.7311 - output00_mean_squared_error: 24.0304 - output01_mean_squared_error: 33.6580 - output02_mean_squared_error: 43.4630 - output03_mean_squared_error: 57.1242 - output04_mean_squared_error: 73.3420 - output05_mean_squared_error: 41.1469 - output06_mean_squared_error: 60.3855 - output07_mean_squared_error: 61.5611 - output08_mean_squared_error: 34.5024 - output09_mean_squared_error: 45.6157 - output10_mean_squared_error: 34.3010 - output11_mean_squared_error: 37.3973 - output12_mean_squared_error: 38.0898 - output13_mean_squared_error: 51.3083 - output14_mean_squared_error: 37.3882 - output15_mean_squared_error: 46.5279 - output16_mean_squared_error: 33.5252 - output17_mean_squared_error: 63.5869 - output18_mean_squared_error: 31.5181 - output19_mean_squared_error: 73.5804 - output20_mean_squared_error: 42.1372 - output21_mean_squared_error: 59.0598 - output22_mean_squared_error: 37.0524 - output23_mean_squared_error: 26.1673 - output24_mean_squared_error: 43.1916 - output25_mean_squared_error: 48.8948 - output26_mean_squared_error: 27.9849 - output27_mean_squared_error: 48.0329 - output28_mean_squared_error: 71.1230 - output29_mean_squared_error: 75.7311 Epoch 45/2000 121/121 [==============================] - 0s 1ms/step - loss: 1390.6720 - output00_loss: 23.9459 - output01_loss: 33.2446 - output02_loss: 43.2510 - output03_loss: 57.0363 - output04_loss: 72.1980 - output05_loss: 41.0003 - output06_loss: 59.4823 - output07_loss: 61.0389 - output08_loss: 34.4163 - output09_loss: 45.5119 - output10_loss: 34.1877 - output11_loss: 37.3231 - output12_loss: 38.0008 - output13_loss: 50.5992 - output14_loss: 37.1727 - output15_loss: 46.2447 - output16_loss: 33.4500 - output17_loss: 63.2424 - output18_loss: 31.4402 - output19_loss: 72.0117 - output20_loss: 41.5150 - output21_loss: 58.8969 - output22_loss: 37.0033 - output23_loss: 26.1140 - output24_loss: 43.1105 - output25_loss: 48.7838 - output26_loss: 27.9177 - output27_loss: 47.9794 - output28_loss: 69.9011 - output29_loss: 74.6522 - output00_mean_squared_error: 23.9459 - output01_mean_squared_error: 33.2446 - output02_mean_squared_error: 43.2510 - output03_mean_squared_error: 57.0363 - output04_mean_squared_error: 72.1980 - output05_mean_squared_error: 41.0003 - output06_mean_squared_error: 59.4823 - output07_mean_squared_error: 61.0389 - output08_mean_squared_error: 34.4163 - output09_mean_squared_error: 45.5119 - output10_mean_squared_error: 34.1877 - output11_mean_squared_error: 37.3231 - output12_mean_squared_error: 38.0008 - output13_mean_squared_error: 50.5992 - output14_mean_squared_error: 37.1727 - output15_mean_squared_error: 46.2447 - output16_mean_squared_error: 33.4500 - output17_mean_squared_error: 63.2424 - output18_mean_squared_error: 31.4402 - output19_mean_squared_error: 72.0117 - output20_mean_squared_error: 41.5150 - output21_mean_squared_error: 58.8969 - output22_mean_squared_error: 37.0033 - output23_mean_squared_error: 26.1140 - output24_mean_squared_error: 43.1105 - output25_mean_squared_error: 48.7838 - output26_mean_squared_error: 27.9177 - output27_mean_squared_error: 47.9794 - output28_mean_squared_error: 69.9011 - output29_mean_squared_error: 74.6522 Epoch 46/2000 121/121 [==============================] - 0s 966us/step - loss: 1380.2494 - output00_loss: 23.8622 - output01_loss: 32.8523 - output02_loss: 43.0536 - output03_loss: 56.9490 - output04_loss: 71.0847 - output05_loss: 40.8547 - output06_loss: 58.6078 - output07_loss: 60.5391 - output08_loss: 34.3297 - output09_loss: 45.4084 - output10_loss: 34.0754 - output11_loss: 37.2492 - output12_loss: 37.9153 - output13_loss: 49.9166 - output14_loss: 36.9718 - output15_loss: 45.9792 - output16_loss: 33.3753 - output17_loss: 62.9145 - output18_loss: 31.3624 - output19_loss: 70.4766 - output20_loss: 40.9180 - output21_loss: 58.7431 - output22_loss: 36.9552 - output23_loss: 26.0611 - output24_loss: 43.0308 - output25_loss: 48.6735 - output26_loss: 27.8508 - output27_loss: 47.9246 - output28_loss: 68.7106 - output29_loss: 73.6036 - output00_mean_squared_error: 23.8622 - output01_mean_squared_error: 32.8523 - output02_mean_squared_error: 43.0536 - output03_mean_squared_error: 56.9490 - output04_mean_squared_error: 71.0847 - output05_mean_squared_error: 40.8547 - output06_mean_squared_error: 58.6078 - output07_mean_squared_error: 60.5391 - output08_mean_squared_error: 34.3297 - output09_mean_squared_error: 45.4084 - output10_mean_squared_error: 34.0754 - output11_mean_squared_error: 37.2492 - output12_mean_squared_error: 37.9153 - output13_mean_squared_error: 49.9166 - output14_mean_squared_error: 36.9718 - output15_mean_squared_error: 45.9792 - output16_mean_squared_error: 33.3753 - output17_mean_squared_error: 62.9145 - output18_mean_squared_error: 31.3624 - output19_mean_squared_error: 70.4766 - output20_mean_squared_error: 40.9180 - output21_mean_squared_error: 58.7431 - output22_mean_squared_error: 36.9552 - output23_mean_squared_error: 26.0611 - output24_mean_squared_error: 43.0308 - output25_mean_squared_error: 48.6735 - output26_mean_squared_error: 27.8508 - output27_mean_squared_error: 47.9246 - output28_mean_squared_error: 68.7106 - output29_mean_squared_error: 73.6036 Epoch 47/2000 121/121 [==============================] - 0s 1ms/step - loss: 1370.1497 - output00_loss: 23.7794 - output01_loss: 32.4805 - output02_loss: 42.8700 - output03_loss: 56.8625 - output04_loss: 70.0019 - output05_loss: 40.7102 - output06_loss: 57.7614 - output07_loss: 60.0610 - output08_loss: 34.2425 - output09_loss: 45.3052 - output10_loss: 33.9640 - output11_loss: 37.1757 - output12_loss: 37.8329 - output13_loss: 49.2599 - output14_loss: 36.7847 - output15_loss: 45.7307 - output16_loss: 33.3011 - output17_loss: 62.6024 - output18_loss: 31.2849 - output19_loss: 68.9746 - output20_loss: 40.3454 - output21_loss: 58.5976 - output22_loss: 36.9079 - output23_loss: 26.0087 - output24_loss: 42.9519 - output25_loss: 48.5639 - output26_loss: 27.7841 - output27_loss: 47.8685 - output28_loss: 67.5511 - output29_loss: 72.5849 - output00_mean_squared_error: 23.7794 - output01_mean_squared_error: 32.4805 - output02_mean_squared_error: 42.8700 - output03_mean_squared_error: 56.8625 - output04_mean_squared_error: 70.0019 - output05_mean_squared_error: 40.7102 - output06_mean_squared_error: 57.7614 - output07_mean_squared_error: 60.0610 - output08_mean_squared_error: 34.2425 - output09_mean_squared_error: 45.3052 - output10_mean_squared_error: 33.9640 - output11_mean_squared_error: 37.1757 - output12_mean_squared_error: 37.8329 - output13_mean_squared_error: 49.2599 - output14_mean_squared_error: 36.7847 - output15_mean_squared_error: 45.7307 - output16_mean_squared_error: 33.3011 - output17_mean_squared_error: 62.6024 - output18_mean_squared_error: 31.2849 - output19_mean_squared_error: 68.9746 - output20_mean_squared_error: 40.3454 - output21_mean_squared_error: 58.5976 - output22_mean_squared_error: 36.9079 - output23_mean_squared_error: 26.0087 - output24_mean_squared_error: 42.9519 - output25_mean_squared_error: 48.5639 - output26_mean_squared_error: 27.7841 - output27_mean_squared_error: 47.8685 - output28_mean_squared_error: 67.5511 - output29_mean_squared_error: 72.5849 Epoch 48/2000 121/121 [==============================] - 0s 1ms/step - loss: 1360.3621 - output00_loss: 23.6973 - output01_loss: 32.1283 - output02_loss: 42.6992 - output03_loss: 56.7768 - output04_loss: 68.9489 - output05_loss: 40.5665 - output06_loss: 56.9427 - output07_loss: 59.6038 - output08_loss: 34.1550 - output09_loss: 45.2022 - output10_loss: 33.8536 - output11_loss: 37.1024 - output12_loss: 37.7530 - output13_loss: 48.6285 - output14_loss: 36.6106 - output15_loss: 45.4982 - output16_loss: 33.2274 - output17_loss: 62.3051 - output18_loss: 31.2079 - output19_loss: 67.5053 - output20_loss: 39.7966 - output21_loss: 58.4596 - output22_loss: 36.8615 - output23_loss: 25.9568 - output24_loss: 42.8737 - output25_loss: 48.4550 - output26_loss: 27.7175 - output27_loss: 47.8112 - output28_loss: 66.4220 - output29_loss: 71.5954 - output00_mean_squared_error: 23.6973 - output01_mean_squared_error: 32.1283 - output02_mean_squared_error: 42.6992 - output03_mean_squared_error: 56.7768 - output04_mean_squared_error: 68.9489 - output05_mean_squared_error: 40.5665 - output06_mean_squared_error: 56.9427 - output07_mean_squared_error: 59.6038 - output08_mean_squared_error: 34.1550 - output09_mean_squared_error: 45.2022 - output10_mean_squared_error: 33.8536 - output11_mean_squared_error: 37.1024 - output12_mean_squared_error: 37.7530 - output13_mean_squared_error: 48.6285 - output14_mean_squared_error: 36.6106 - output15_mean_squared_error: 45.4982 - output16_mean_squared_error: 33.2274 - output17_mean_squared_error: 62.3051 - output18_mean_squared_error: 31.2079 - output19_mean_squared_error: 67.5053 - output20_mean_squared_error: 39.7966 - output21_mean_squared_error: 58.4596 - output22_mean_squared_error: 36.8615 - output23_mean_squared_error: 25.9568 - output24_mean_squared_error: 42.8737 - output25_mean_squared_error: 48.4550 - output26_mean_squared_error: 27.7175 - output27_mean_squared_error: 47.8112 - output28_mean_squared_error: 66.4220 - output29_mean_squared_error: 71.5954 Epoch 49/2000 121/121 [==============================] - 0s 1ms/step - loss: 1350.8772 - output00_loss: 23.6161 - output01_loss: 31.7950 - output02_loss: 42.5405 - output03_loss: 56.6918 - output04_loss: 67.9253 - output05_loss: 40.4238 - output06_loss: 56.1509 - output07_loss: 59.1667 - output08_loss: 34.0671 - output09_loss: 45.0995 - output10_loss: 33.7442 - output11_loss: 37.0293 - output12_loss: 37.6752 - output13_loss: 48.0217 - output14_loss: 36.4485 - output15_loss: 45.2810 - output16_loss: 33.1542 - output17_loss: 62.0219 - output18_loss: 31.1314 - output19_loss: 66.0684 - output20_loss: 39.2709 - output21_loss: 58.3283 - output22_loss: 36.8157 - output23_loss: 25.9057 - output24_loss: 42.7959 - output25_loss: 48.3466 - output26_loss: 27.6510 - output27_loss: 47.7528 - output28_loss: 65.3230 - output29_loss: 70.6348 - output00_mean_squared_error: 23.6161 - output01_mean_squared_error: 31.7950 - output02_mean_squared_error: 42.5405 - output03_mean_squared_error: 56.6918 - output04_mean_squared_error: 67.9253 - output05_mean_squared_error: 40.4238 - output06_mean_squared_error: 56.1509 - output07_mean_squared_error: 59.1667 - output08_mean_squared_error: 34.0671 - output09_mean_squared_error: 45.0995 - output10_mean_squared_error: 33.7442 - output11_mean_squared_error: 37.0293 - output12_mean_squared_error: 37.6752 - output13_mean_squared_error: 48.0217 - output14_mean_squared_error: 36.4485 - output15_mean_squared_error: 45.2810 - output16_mean_squared_error: 33.1542 - output17_mean_squared_error: 62.0219 - output18_mean_squared_error: 31.1314 - output19_mean_squared_error: 66.0684 - output20_mean_squared_error: 39.2709 - output21_mean_squared_error: 58.3283 - output22_mean_squared_error: 36.8157 - output23_mean_squared_error: 25.9057 - output24_mean_squared_error: 42.7959 - output25_mean_squared_error: 48.3466 - output26_mean_squared_error: 27.6510 - output27_mean_squared_error: 47.7528 - output28_mean_squared_error: 65.3230 - output29_mean_squared_error: 70.6348 Epoch 50/2000 121/121 [==============================] - 0s 1ms/step - loss: 1341.6846 - output00_loss: 23.5357 - output01_loss: 31.4799 - output02_loss: 42.3930 - output03_loss: 56.6076 - output04_loss: 66.9305 - output05_loss: 40.2820 - output06_loss: 55.3855 - output07_loss: 58.7490 - output08_loss: 33.9790 - output09_loss: 44.9969 - output10_loss: 33.6358 - output11_loss: 36.9563 - output12_loss: 37.5992 - output13_loss: 47.4389 - output14_loss: 36.2977 - output15_loss: 45.0783 - output16_loss: 33.0814 - output17_loss: 61.7518 - output18_loss: 31.0556 - output19_loss: 64.6633 - output20_loss: 38.7676 - output21_loss: 58.2032 - output22_loss: 36.7704 - output23_loss: 25.8552 - output24_loss: 42.7184 - output25_loss: 48.2387 - output26_loss: 27.5845 - output27_loss: 47.6936 - output28_loss: 64.2534 - output29_loss: 69.7023 - output00_mean_squared_error: 23.5357 - output01_mean_squared_error: 31.4799 - output02_mean_squared_error: 42.3930 - output03_mean_squared_error: 56.6076 - output04_mean_squared_error: 66.9305 - output05_mean_squared_error: 40.2820 - output06_mean_squared_error: 55.3855 - output07_mean_squared_error: 58.7490 - output08_mean_squared_error: 33.9790 - output09_mean_squared_error: 44.9969 - output10_mean_squared_error: 33.6358 - output11_mean_squared_error: 36.9563 - output12_mean_squared_error: 37.5992 - output13_mean_squared_error: 47.4389 - output14_mean_squared_error: 36.2977 - output15_mean_squared_error: 45.0783 - output16_mean_squared_error: 33.0814 - output17_mean_squared_error: 61.7518 - output18_mean_squared_error: 31.0556 - output19_mean_squared_error: 64.6633 - output20_mean_squared_error: 38.7676 - output21_mean_squared_error: 58.2032 - output22_mean_squared_error: 36.7704 - output23_mean_squared_error: 25.8552 - output24_mean_squared_error: 42.7184 - output25_mean_squared_error: 48.2387 - output26_mean_squared_error: 27.5845 - output27_mean_squared_error: 47.6936 - output28_mean_squared_error: 64.2534 - output29_mean_squared_error: 69.7023 Epoch 51/2000 121/121 [==============================] - 0s 1ms/step - loss: 1332.7749 - output00_loss: 23.4560 - output01_loss: 31.1821 - output02_loss: 42.2560 - output03_loss: 56.5241 - output04_loss: 65.9640 - output05_loss: 40.1411 - output06_loss: 54.6460 - output07_loss: 58.3499 - output08_loss: 33.8907 - output09_loss: 44.8945 - output10_loss: 33.5283 - output11_loss: 36.8834 - output12_loss: 37.5246 - output13_loss: 46.8794 - output14_loss: 36.1574 - output15_loss: 44.8891 - output16_loss: 33.0091 - output17_loss: 61.4942 - output18_loss: 30.9803 - output19_loss: 63.2897 - output20_loss: 38.2860 - output21_loss: 58.0834 - output22_loss: 36.7257 - output23_loss: 25.8054 - output24_loss: 42.6410 - output25_loss: 48.1314 - output26_loss: 27.5181 - output27_loss: 47.6336 - output28_loss: 63.2128 - output29_loss: 68.7976 - output00_mean_squared_error: 23.4560 - output01_mean_squared_error: 31.1821 - output02_mean_squared_error: 42.2560 - output03_mean_squared_error: 56.5241 - output04_mean_squared_error: 65.9640 - output05_mean_squared_error: 40.1411 - output06_mean_squared_error: 54.6460 - output07_mean_squared_error: 58.3499 - output08_mean_squared_error: 33.8907 - output09_mean_squared_error: 44.8945 - output10_mean_squared_error: 33.5283 - output11_mean_squared_error: 36.8834 - output12_mean_squared_error: 37.5246 - output13_mean_squared_error: 46.8794 - output14_mean_squared_error: 36.1574 - output15_mean_squared_error: 44.8891 - output16_mean_squared_error: 33.0091 - output17_mean_squared_error: 61.4942 - output18_mean_squared_error: 30.9803 - output19_mean_squared_error: 63.2897 - output20_mean_squared_error: 38.2860 - output21_mean_squared_error: 58.0834 - output22_mean_squared_error: 36.7257 - output23_mean_squared_error: 25.8054 - output24_mean_squared_error: 42.6410 - output25_mean_squared_error: 48.1314 - output26_mean_squared_error: 27.5181 - output27_mean_squared_error: 47.6336 - output28_mean_squared_error: 63.2128 - output29_mean_squared_error: 68.7976 Epoch 52/2000 121/121 [==============================] - 0s 1ms/step - loss: 1324.1387 - output00_loss: 23.3772 - output01_loss: 30.9009 - output02_loss: 42.1287 - output03_loss: 56.4412 - output04_loss: 65.0254 - output05_loss: 40.0011 - output06_loss: 53.9317 - output07_loss: 57.9688 - output08_loss: 33.8023 - output09_loss: 44.7922 - output10_loss: 33.4218 - output11_loss: 36.8105 - output12_loss: 37.4512 - output13_loss: 46.3426 - output14_loss: 36.0267 - output15_loss: 44.7129 - output16_loss: 32.9372 - output17_loss: 61.2482 - output18_loss: 30.9057 - output19_loss: 61.9471 - output20_loss: 37.8254 - output21_loss: 57.9685 - output22_loss: 36.6813 - output23_loss: 25.7563 - output24_loss: 42.5636 - output25_loss: 48.0246 - output26_loss: 27.4518 - output27_loss: 47.5730 - output28_loss: 62.2007 - output29_loss: 67.9201 - output00_mean_squared_error: 23.3772 - output01_mean_squared_error: 30.9009 - output02_mean_squared_error: 42.1287 - output03_mean_squared_error: 56.4412 - output04_mean_squared_error: 65.0254 - output05_mean_squared_error: 40.0011 - output06_mean_squared_error: 53.9317 - output07_mean_squared_error: 57.9688 - output08_mean_squared_error: 33.8023 - output09_mean_squared_error: 44.7922 - output10_mean_squared_error: 33.4218 - output11_mean_squared_error: 36.8105 - output12_mean_squared_error: 37.4512 - output13_mean_squared_error: 46.3426 - output14_mean_squared_error: 36.0267 - output15_mean_squared_error: 44.7129 - output16_mean_squared_error: 32.9372 - output17_mean_squared_error: 61.2482 - output18_mean_squared_error: 30.9057 - output19_mean_squared_error: 61.9471 - output20_mean_squared_error: 37.8254 - output21_mean_squared_error: 57.9685 - output22_mean_squared_error: 36.6813 - output23_mean_squared_error: 25.7563 - output24_mean_squared_error: 42.5636 - output25_mean_squared_error: 48.0246 - output26_mean_squared_error: 27.4518 - output27_mean_squared_error: 47.5730 - output28_mean_squared_error: 62.2007 - output29_mean_squared_error: 67.9201 Epoch 53/2000 121/121 [==============================] - 0s 966us/step - loss: 1315.7668 - output00_loss: 23.2991 - output01_loss: 30.6357 - output02_loss: 42.0103 - output03_loss: 56.3590 - output04_loss: 64.1141 - output05_loss: 39.8620 - output06_loss: 53.2421 - output07_loss: 57.6049 - output08_loss: 33.7139 - output09_loss: 44.6900 - output10_loss: 33.3162 - output11_loss: 36.7377 - output12_loss: 37.3787 - output13_loss: 45.8278 - output14_loss: 35.9051 - output15_loss: 44.5487 - output16_loss: 32.8658 - output17_loss: 61.0130 - output18_loss: 30.8317 - output19_loss: 60.6352 - output20_loss: 37.3853 - output21_loss: 57.8578 - output22_loss: 36.6370 - output23_loss: 25.7080 - output24_loss: 42.4861 - output25_loss: 47.9183 - output26_loss: 27.3856 - output27_loss: 47.5119 - output28_loss: 61.2166 - output29_loss: 67.0692 - output00_mean_squared_error: 23.2991 - output01_mean_squared_error: 30.6357 - output02_mean_squared_error: 42.0103 - output03_mean_squared_error: 56.3590 - output04_mean_squared_error: 64.1141 - output05_mean_squared_error: 39.8620 - output06_mean_squared_error: 53.2421 - output07_mean_squared_error: 57.6049 - output08_mean_squared_error: 33.7139 - output09_mean_squared_error: 44.6900 - output10_mean_squared_error: 33.3162 - output11_mean_squared_error: 36.7377 - output12_mean_squared_error: 37.3787 - output13_mean_squared_error: 45.8278 - output14_mean_squared_error: 35.9051 - output15_mean_squared_error: 44.5487 - output16_mean_squared_error: 32.8658 - output17_mean_squared_error: 61.0130 - output18_mean_squared_error: 30.8317 - output19_mean_squared_error: 60.6352 - output20_mean_squared_error: 37.3853 - output21_mean_squared_error: 57.8578 - output22_mean_squared_error: 36.6370 - output23_mean_squared_error: 25.7080 - output24_mean_squared_error: 42.4861 - output25_mean_squared_error: 47.9183 - output26_mean_squared_error: 27.3856 - output27_mean_squared_error: 47.5119 - output28_mean_squared_error: 61.2166 - output29_mean_squared_error: 67.0692 Epoch 54/2000 121/121 [==============================] - 0s 603us/step - loss: 1307.6504 - output00_loss: 23.2218 - output01_loss: 30.3856 - output02_loss: 41.9002 - output03_loss: 56.2772 - output04_loss: 63.2295 - output05_loss: 39.7238 - output06_loss: 52.5766 - output07_loss: 57.2575 - output08_loss: 33.6256 - output09_loss: 44.5879 - output10_loss: 33.2115 - output11_loss: 36.6648 - output12_loss: 37.3070 - output13_loss: 45.3345 - output14_loss: 35.7918 - output15_loss: 44.3960 - output16_loss: 32.7949 - output17_loss: 60.7880 - output18_loss: 30.7584 - output19_loss: 59.3534 - output20_loss: 36.9648 - output21_loss: 57.7509 - output22_loss: 36.5929 - output23_loss: 25.6602 - output24_loss: 42.4085 - output25_loss: 47.8125 - output26_loss: 27.3195 - output27_loss: 47.4505 - output28_loss: 60.2600 - output29_loss: 66.2444 - output00_mean_squared_error: 23.2218 - output01_mean_squared_error: 30.3856 - output02_mean_squared_error: 41.9002 - output03_mean_squared_error: 56.2772 - output04_mean_squared_error: 63.2295 - output05_mean_squared_error: 39.7238 - output06_mean_squared_error: 52.5766 - output07_mean_squared_error: 57.2575 - output08_mean_squared_error: 33.6256 - output09_mean_squared_error: 44.5879 - output10_mean_squared_error: 33.2115 - output11_mean_squared_error: 36.6648 - output12_mean_squared_error: 37.3070 - output13_mean_squared_error: 45.3345 - output14_mean_squared_error: 35.7918 - output15_mean_squared_error: 44.3960 - output16_mean_squared_error: 32.7949 - output17_mean_squared_error: 60.7880 - output18_mean_squared_error: 30.7584 - output19_mean_squared_error: 59.3534 - output20_mean_squared_error: 36.9648 - output21_mean_squared_error: 57.7509 - output22_mean_squared_error: 36.5929 - output23_mean_squared_error: 25.6602 - output24_mean_squared_error: 42.4085 - output25_mean_squared_error: 47.8125 - output26_mean_squared_error: 27.3195 - output27_mean_squared_error: 47.4505 - output28_mean_squared_error: 60.2600 - output29_mean_squared_error: 66.2444 Epoch 55/2000 121/121 [==============================] - 0s 1ms/step - loss: 1299.7805 - output00_loss: 23.1453 - output01_loss: 30.1499 - output02_loss: 41.7976 - output03_loss: 56.1960 - output04_loss: 62.3712 - output05_loss: 39.5864 - output06_loss: 51.9346 - output07_loss: 56.9258 - output08_loss: 33.5375 - output09_loss: 44.4860 - output10_loss: 33.1078 - output11_loss: 36.5921 - output12_loss: 37.2359 - output13_loss: 44.8619 - output14_loss: 35.6861 - output15_loss: 44.2539 - output16_loss: 32.7244 - output17_loss: 60.5724 - output18_loss: 30.6856 - output19_loss: 58.1014 - output20_loss: 36.5634 - output21_loss: 57.6473 - output22_loss: 36.5489 - output23_loss: 25.6131 - output24_loss: 42.3307 - output25_loss: 47.7072 - output26_loss: 27.2537 - output27_loss: 47.3890 - output28_loss: 59.3304 - output29_loss: 65.4452 - output00_mean_squared_error: 23.1453 - output01_mean_squared_error: 30.1499 - output02_mean_squared_error: 41.7976 - output03_mean_squared_error: 56.1960 - output04_mean_squared_error: 62.3712 - output05_mean_squared_error: 39.5864 - output06_mean_squared_error: 51.9346 - output07_mean_squared_error: 56.9258 - output08_mean_squared_error: 33.5375 - output09_mean_squared_error: 44.4860 - output10_mean_squared_error: 33.1078 - output11_mean_squared_error: 36.5921 - output12_mean_squared_error: 37.2359 - output13_mean_squared_error: 44.8619 - output14_mean_squared_error: 35.6861 - output15_mean_squared_error: 44.2539 - output16_mean_squared_error: 32.7244 - output17_mean_squared_error: 60.5724 - output18_mean_squared_error: 30.6856 - output19_mean_squared_error: 58.1014 - output20_mean_squared_error: 36.5634 - output21_mean_squared_error: 57.6473 - output22_mean_squared_error: 36.5489 - output23_mean_squared_error: 25.6131 - output24_mean_squared_error: 42.3307 - output25_mean_squared_error: 47.7072 - output26_mean_squared_error: 27.2537 - output27_mean_squared_error: 47.3890 - output28_mean_squared_error: 59.3304 - output29_mean_squared_error: 65.4452 Epoch 56/2000 121/121 [==============================] - 0s 594us/step - loss: 1292.1492 - output00_loss: 23.0695 - output01_loss: 29.9280 - output02_loss: 41.7021 - output03_loss: 56.1151 - output04_loss: 61.5386 - output05_loss: 39.4500 - output06_loss: 51.3155 - output07_loss: 56.6092 - output08_loss: 33.4497 - output09_loss: 44.3842 - output10_loss: 33.0050 - output11_loss: 36.5193 - output12_loss: 37.1652 - output13_loss: 44.4095 - output14_loss: 35.5874 - output15_loss: 44.1218 - output16_loss: 32.6544 - output17_loss: 60.3657 - output18_loss: 30.6133 - output19_loss: 56.8786 - output20_loss: 36.1803 - output21_loss: 57.5466 - output22_loss: 36.5047 - output23_loss: 25.5665 - output24_loss: 42.2527 - output25_loss: 47.6024 - output26_loss: 27.1881 - output27_loss: 47.3273 - output28_loss: 58.4273 - output29_loss: 64.6709 - output00_mean_squared_error: 23.0695 - output01_mean_squared_error: 29.9280 - output02_mean_squared_error: 41.7021 - output03_mean_squared_error: 56.1151 - output04_mean_squared_error: 61.5386 - output05_mean_squared_error: 39.4500 - output06_mean_squared_error: 51.3155 - output07_mean_squared_error: 56.6092 - output08_mean_squared_error: 33.4497 - output09_mean_squared_error: 44.3842 - output10_mean_squared_error: 33.0050 - output11_mean_squared_error: 36.5193 - output12_mean_squared_error: 37.1652 - output13_mean_squared_error: 44.4095 - output14_mean_squared_error: 35.5874 - output15_mean_squared_error: 44.1218 - output16_mean_squared_error: 32.6544 - output17_mean_squared_error: 60.3657 - output18_mean_squared_error: 30.6133 - output19_mean_squared_error: 56.8786 - output20_mean_squared_error: 36.1803 - output21_mean_squared_error: 57.5466 - output22_mean_squared_error: 36.5047 - output23_mean_squared_error: 25.5665 - output24_mean_squared_error: 42.2527 - output25_mean_squared_error: 47.6024 - output26_mean_squared_error: 27.1881 - output27_mean_squared_error: 47.3273 - output28_mean_squared_error: 58.4273 - output29_mean_squared_error: 64.6709 Epoch 57/2000 121/121 [==============================] - 0s 1ms/step - loss: 1284.7478 - output00_loss: 22.9945 - output01_loss: 29.7193 - output02_loss: 41.6129 - output03_loss: 56.0347 - output04_loss: 60.7312 - output05_loss: 39.3145 - output06_loss: 50.7188 - output07_loss: 56.3071 - output08_loss: 33.3622 - output09_loss: 44.2825 - output10_loss: 32.9031 - output11_loss: 36.4467 - output12_loss: 37.0948 - output13_loss: 43.9767 - output14_loss: 35.4951 - output15_loss: 43.9991 - output16_loss: 32.5849 - output17_loss: 60.1670 - output18_loss: 30.5414 - output19_loss: 55.6847 - output20_loss: 35.8150 - output21_loss: 57.4484 - output22_loss: 36.4605 - output23_loss: 25.5203 - output24_loss: 42.1746 - output25_loss: 47.4982 - output26_loss: 27.1228 - output27_loss: 47.2657 - output28_loss: 57.5502 - output29_loss: 63.9212 - output00_mean_squared_error: 22.9945 - output01_mean_squared_error: 29.7193 - output02_mean_squared_error: 41.6129 - output03_mean_squared_error: 56.0347 - output04_mean_squared_error: 60.7312 - output05_mean_squared_error: 39.3145 - output06_mean_squared_error: 50.7188 - output07_mean_squared_error: 56.3071 - output08_mean_squared_error: 33.3622 - output09_mean_squared_error: 44.2825 - output10_mean_squared_error: 32.9031 - output11_mean_squared_error: 36.4467 - output12_mean_squared_error: 37.0948 - output13_mean_squared_error: 43.9767 - output14_mean_squared_error: 35.4951 - output15_mean_squared_error: 43.9991 - output16_mean_squared_error: 32.5849 - output17_mean_squared_error: 60.1670 - output18_mean_squared_error: 30.5414 - output19_mean_squared_error: 55.6847 - output20_mean_squared_error: 35.8150 - output21_mean_squared_error: 57.4484 - output22_mean_squared_error: 36.4605 - output23_mean_squared_error: 25.5203 - output24_mean_squared_error: 42.1746 - output25_mean_squared_error: 47.4982 - output26_mean_squared_error: 27.1228 - output27_mean_squared_error: 47.2657 - output28_mean_squared_error: 57.5502 - output29_mean_squared_error: 63.9212 Epoch 58/2000 121/121 [==============================] - 0s 996us/step - loss: 1277.5687 - output00_loss: 22.9202 - output01_loss: 29.5229 - output02_loss: 41.5295 - output03_loss: 55.9546 - output04_loss: 59.9485 - output05_loss: 39.1799 - output06_loss: 50.1438 - output07_loss: 56.0187 - output08_loss: 33.2751 - output09_loss: 44.1811 - output10_loss: 32.8021 - output11_loss: 36.3742 - output12_loss: 37.0246 - output13_loss: 43.5627 - output14_loss: 35.4086 - output15_loss: 43.8851 - output16_loss: 32.5158 - output17_loss: 59.9759 - output18_loss: 30.4700 - output19_loss: 54.5192 - output20_loss: 35.4668 - output21_loss: 57.3524 - output22_loss: 36.4160 - output23_loss: 25.4745 - output24_loss: 42.0963 - output25_loss: 47.3944 - output26_loss: 27.0578 - output27_loss: 47.2041 - output28_loss: 56.6985 - output29_loss: 63.1954 - output00_mean_squared_error: 22.9202 - output01_mean_squared_error: 29.5229 - output02_mean_squared_error: 41.5295 - output03_mean_squared_error: 55.9546 - output04_mean_squared_error: 59.9485 - output05_mean_squared_error: 39.1799 - output06_mean_squared_error: 50.1438 - output07_mean_squared_error: 56.0187 - output08_mean_squared_error: 33.2751 - output09_mean_squared_error: 44.1811 - output10_mean_squared_error: 32.8021 - output11_mean_squared_error: 36.3742 - output12_mean_squared_error: 37.0246 - output13_mean_squared_error: 43.5627 - output14_mean_squared_error: 35.4086 - output15_mean_squared_error: 43.8851 - output16_mean_squared_error: 32.5158 - output17_mean_squared_error: 59.9759 - output18_mean_squared_error: 30.4700 - output19_mean_squared_error: 54.5192 - output20_mean_squared_error: 35.4668 - output21_mean_squared_error: 57.3524 - output22_mean_squared_error: 36.4160 - output23_mean_squared_error: 25.4745 - output24_mean_squared_error: 42.0963 - output25_mean_squared_error: 47.3944 - output26_mean_squared_error: 27.0578 - output27_mean_squared_error: 47.2041 - output28_mean_squared_error: 56.6985 - output29_mean_squared_error: 63.1954 Epoch 59/2000 121/121 [==============================] - 0s 625us/step - loss: 1270.6041 - output00_loss: 22.8466 - output01_loss: 29.3384 - output02_loss: 41.4513 - output03_loss: 55.8748 - output04_loss: 59.1900 - output05_loss: 39.0462 - output06_loss: 49.5900 - output07_loss: 55.7434 - output08_loss: 33.1885 - output09_loss: 44.0798 - output10_loss: 32.7020 - output11_loss: 36.3018 - output12_loss: 36.9546 - output13_loss: 43.1670 - output14_loss: 35.3274 - output15_loss: 43.7791 - output16_loss: 32.4472 - output17_loss: 59.7917 - output18_loss: 30.3988 - output19_loss: 53.3817 - output20_loss: 35.1350 - output21_loss: 57.2581 - output22_loss: 36.3715 - output23_loss: 25.4290 - output24_loss: 42.0180 - output25_loss: 47.2913 - output26_loss: 26.9932 - output27_loss: 47.1428 - output28_loss: 55.8718 - output29_loss: 62.4931 - output00_mean_squared_error: 22.8466 - output01_mean_squared_error: 29.3384 - output02_mean_squared_error: 41.4513 - output03_mean_squared_error: 55.8748 - output04_mean_squared_error: 59.1900 - output05_mean_squared_error: 39.0462 - output06_mean_squared_error: 49.5900 - output07_mean_squared_error: 55.7434 - output08_mean_squared_error: 33.1885 - output09_mean_squared_error: 44.0798 - output10_mean_squared_error: 32.7020 - output11_mean_squared_error: 36.3018 - output12_mean_squared_error: 36.9546 - output13_mean_squared_error: 43.1670 - output14_mean_squared_error: 35.3274 - output15_mean_squared_error: 43.7791 - output16_mean_squared_error: 32.4472 - output17_mean_squared_error: 59.7917 - output18_mean_squared_error: 30.3988 - output19_mean_squared_error: 53.3817 - output20_mean_squared_error: 35.1350 - output21_mean_squared_error: 57.2581 - output22_mean_squared_error: 36.3715 - output23_mean_squared_error: 25.4290 - output24_mean_squared_error: 42.0180 - output25_mean_squared_error: 47.2913 - output26_mean_squared_error: 26.9932 - output27_mean_squared_error: 47.1428 - output28_mean_squared_error: 55.8718 - output29_mean_squared_error: 62.4931 Epoch 60/2000 121/121 [==============================] - 0s 1ms/step - loss: 1263.8466 - output00_loss: 22.7738 - output01_loss: 29.1650 - output02_loss: 41.3779 - output03_loss: 55.7952 - output04_loss: 58.4551 - output05_loss: 38.9134 - output06_loss: 49.0567 - output07_loss: 55.4805 - output08_loss: 33.1023 - output09_loss: 43.9788 - output10_loss: 32.6028 - output11_loss: 36.2297 - output12_loss: 36.8848 - output13_loss: 42.7889 - output14_loss: 35.2511 - output15_loss: 43.6807 - output16_loss: 32.3791 - output17_loss: 59.6139 - output18_loss: 30.3280 - output19_loss: 52.2717 - output20_loss: 34.8191 - output21_loss: 57.1655 - output22_loss: 36.3267 - output23_loss: 25.3838 - output24_loss: 41.9395 - output25_loss: 47.1887 - output26_loss: 26.9289 - output27_loss: 47.0817 - output28_loss: 55.0695 - output29_loss: 61.8136 - output00_mean_squared_error: 22.7738 - output01_mean_squared_error: 29.1650 - output02_mean_squared_error: 41.3779 - output03_mean_squared_error: 55.7952 - output04_mean_squared_error: 58.4551 - output05_mean_squared_error: 38.9134 - output06_mean_squared_error: 49.0567 - output07_mean_squared_error: 55.4805 - output08_mean_squared_error: 33.1023 - output09_mean_squared_error: 43.9788 - output10_mean_squared_error: 32.6028 - output11_mean_squared_error: 36.2297 - output12_mean_squared_error: 36.8848 - output13_mean_squared_error: 42.7889 - output14_mean_squared_error: 35.2511 - output15_mean_squared_error: 43.6807 - output16_mean_squared_error: 32.3791 - output17_mean_squared_error: 59.6139 - output18_mean_squared_error: 30.3280 - output19_mean_squared_error: 52.2717 - output20_mean_squared_error: 34.8191 - output21_mean_squared_error: 57.1655 - output22_mean_squared_error: 36.3267 - output23_mean_squared_error: 25.3838 - output24_mean_squared_error: 41.9395 - output25_mean_squared_error: 47.1887 - output26_mean_squared_error: 26.9289 - output27_mean_squared_error: 47.0817 - output28_mean_squared_error: 55.0695 - output29_mean_squared_error: 61.8136 Epoch 61/2000 121/121 [==============================] - 0s 857us/step - loss: 1257.2885 - output00_loss: 22.7016 - output01_loss: 29.0021 - output02_loss: 41.3088 - output03_loss: 55.7159 - output04_loss: 57.7433 - output05_loss: 38.7816 - output06_loss: 48.5436 - output07_loss: 55.2295 - output08_loss: 33.0167 - output09_loss: 43.8780 - output10_loss: 32.5045 - output11_loss: 36.1577 - output12_loss: 36.8150 - output13_loss: 42.4280 - output14_loss: 35.1791 - output15_loss: 43.5893 - output16_loss: 32.3114 - output17_loss: 59.4420 - output18_loss: 30.2573 - output19_loss: 51.1888 - output20_loss: 34.5184 - output21_loss: 57.0742 - output22_loss: 36.2818 - output23_loss: 25.3387 - output24_loss: 41.8611 - output25_loss: 47.0867 - output26_loss: 26.8650 - output27_loss: 47.0209 - output28_loss: 54.2912 - output29_loss: 61.1564 - output00_mean_squared_error: 22.7016 - output01_mean_squared_error: 29.0021 - output02_mean_squared_error: 41.3088 - output03_mean_squared_error: 55.7159 - output04_mean_squared_error: 57.7433 - output05_mean_squared_error: 38.7816 - output06_mean_squared_error: 48.5436 - output07_mean_squared_error: 55.2295 - output08_mean_squared_error: 33.0167 - output09_mean_squared_error: 43.8780 - output10_mean_squared_error: 32.5045 - output11_mean_squared_error: 36.1577 - output12_mean_squared_error: 36.8150 - output13_mean_squared_error: 42.4280 - output14_mean_squared_error: 35.1791 - output15_mean_squared_error: 43.5893 - output16_mean_squared_error: 32.3114 - output17_mean_squared_error: 59.4420 - output18_mean_squared_error: 30.2573 - output19_mean_squared_error: 51.1888 - output20_mean_squared_error: 34.5184 - output21_mean_squared_error: 57.0742 - output22_mean_squared_error: 36.2818 - output23_mean_squared_error: 25.3387 - output24_mean_squared_error: 41.8611 - output25_mean_squared_error: 47.0867 - output26_mean_squared_error: 26.8650 - output27_mean_squared_error: 47.0209 - output28_mean_squared_error: 54.2912 - output29_mean_squared_error: 61.1564 Epoch 62/2000 121/121 [==============================] - 0s 905us/step - loss: 1250.9230 - output00_loss: 22.6302 - output01_loss: 28.8493 - output02_loss: 41.2435 - output03_loss: 55.6369 - output04_loss: 57.0541 - output05_loss: 38.6507 - output06_loss: 48.0499 - output07_loss: 54.9898 - output08_loss: 32.9316 - output09_loss: 43.7775 - output10_loss: 32.4071 - output11_loss: 36.0859 - output12_loss: 36.7453 - output13_loss: 42.0835 - output14_loss: 35.1109 - output15_loss: 43.5042 - output16_loss: 32.2441 - output17_loss: 59.2755 - output18_loss: 30.1868 - output19_loss: 50.1325 - output20_loss: 34.2323 - output21_loss: 56.9839 - output22_loss: 36.2367 - output23_loss: 25.2938 - output24_loss: 41.7826 - output25_loss: 46.9852 - output26_loss: 26.8015 - output27_loss: 46.9603 - output28_loss: 53.5363 - output29_loss: 60.5210 - output00_mean_squared_error: 22.6302 - output01_mean_squared_error: 28.8493 - output02_mean_squared_error: 41.2435 - output03_mean_squared_error: 55.6369 - output04_mean_squared_error: 57.0541 - output05_mean_squared_error: 38.6507 - output06_mean_squared_error: 48.0499 - output07_mean_squared_error: 54.9898 - output08_mean_squared_error: 32.9316 - output09_mean_squared_error: 43.7775 - output10_mean_squared_error: 32.4071 - output11_mean_squared_error: 36.0859 - output12_mean_squared_error: 36.7453 - output13_mean_squared_error: 42.0835 - output14_mean_squared_error: 35.1109 - output15_mean_squared_error: 43.5042 - output16_mean_squared_error: 32.2441 - output17_mean_squared_error: 59.2755 - output18_mean_squared_error: 30.1868 - output19_mean_squared_error: 50.1325 - output20_mean_squared_error: 34.2323 - output21_mean_squared_error: 56.9839 - output22_mean_squared_error: 36.2367 - output23_mean_squared_error: 25.2938 - output24_mean_squared_error: 41.7826 - output25_mean_squared_error: 46.9852 - output26_mean_squared_error: 26.8015 - output27_mean_squared_error: 46.9603 - output28_mean_squared_error: 53.5363 - output29_mean_squared_error: 60.5210 Epoch 63/2000 121/121 [==============================] - 0s 1ms/step - loss: 1244.7437 - output00_loss: 22.5595 - output01_loss: 28.7058 - output02_loss: 41.1817 - output03_loss: 55.5581 - output04_loss: 56.3870 - output05_loss: 38.5208 - output06_loss: 47.5751 - output07_loss: 54.7607 - output08_loss: 32.8470 - output09_loss: 43.6772 - output10_loss: 32.3106 - output11_loss: 36.0145 - output12_loss: 36.6757 - output13_loss: 41.7550 - output14_loss: 35.0463 - output15_loss: 43.4251 - output16_loss: 32.1772 - output17_loss: 59.1139 - output18_loss: 30.1165 - output19_loss: 49.1023 - output20_loss: 33.9602 - output21_loss: 56.8946 - output22_loss: 36.1915 - output23_loss: 25.2490 - output24_loss: 41.7042 - output25_loss: 46.8844 - output26_loss: 26.7384 - output27_loss: 46.9001 - output28_loss: 52.8043 - output29_loss: 59.9070 - output00_mean_squared_error: 22.5595 - output01_mean_squared_error: 28.7058 - output02_mean_squared_error: 41.1817 - output03_mean_squared_error: 55.5581 - output04_mean_squared_error: 56.3870 - output05_mean_squared_error: 38.5208 - output06_mean_squared_error: 47.5751 - output07_mean_squared_error: 54.7607 - output08_mean_squared_error: 32.8470 - output09_mean_squared_error: 43.6772 - output10_mean_squared_error: 32.3106 - output11_mean_squared_error: 36.0145 - output12_mean_squared_error: 36.6757 - output13_mean_squared_error: 41.7550 - output14_mean_squared_error: 35.0463 - output15_mean_squared_error: 43.4251 - output16_mean_squared_error: 32.1772 - output17_mean_squared_error: 59.1139 - output18_mean_squared_error: 30.1165 - output19_mean_squared_error: 49.1023 - output20_mean_squared_error: 33.9602 - output21_mean_squared_error: 56.8946 - output22_mean_squared_error: 36.1915 - output23_mean_squared_error: 25.2490 - output24_mean_squared_error: 41.7042 - output25_mean_squared_error: 46.8844 - output26_mean_squared_error: 26.7384 - output27_mean_squared_error: 46.9001 - output28_mean_squared_error: 52.8043 - output29_mean_squared_error: 59.9070 Epoch 64/2000 121/121 [==============================] - 0s 1ms/step - loss: 1238.7434 - output00_loss: 22.4894 - output01_loss: 28.5712 - output02_loss: 41.1229 - output03_loss: 55.4795 - output04_loss: 55.7414 - output05_loss: 38.3918 - output06_loss: 47.1187 - output07_loss: 54.5417 - output08_loss: 32.7629 - output09_loss: 43.5772 - output10_loss: 32.2149 - output11_loss: 35.9432 - output12_loss: 36.6062 - output13_loss: 41.4418 - output14_loss: 34.9848 - output15_loss: 43.3515 - output16_loss: 32.1108 - output17_loss: 58.9568 - output18_loss: 30.0462 - output19_loss: 48.0979 - output20_loss: 33.7015 - output21_loss: 56.8061 - output22_loss: 36.1462 - output23_loss: 25.2043 - output24_loss: 41.6259 - output25_loss: 46.7842 - output26_loss: 26.6757 - output27_loss: 46.8402 - output28_loss: 52.0948 - output29_loss: 59.3136 - output00_mean_squared_error: 22.4894 - output01_mean_squared_error: 28.5712 - output02_mean_squared_error: 41.1229 - output03_mean_squared_error: 55.4795 - output04_mean_squared_error: 55.7414 - output05_mean_squared_error: 38.3918 - output06_mean_squared_error: 47.1187 - output07_mean_squared_error: 54.5417 - output08_mean_squared_error: 32.7629 - output09_mean_squared_error: 43.5772 - output10_mean_squared_error: 32.2149 - output11_mean_squared_error: 35.9432 - output12_mean_squared_error: 36.6062 - output13_mean_squared_error: 41.4418 - output14_mean_squared_error: 34.9848 - output15_mean_squared_error: 43.3515 - output16_mean_squared_error: 32.1108 - output17_mean_squared_error: 58.9568 - output18_mean_squared_error: 30.0462 - output19_mean_squared_error: 48.0979 - output20_mean_squared_error: 33.7015 - output21_mean_squared_error: 56.8061 - output22_mean_squared_error: 36.1462 - output23_mean_squared_error: 25.2043 - output24_mean_squared_error: 41.6259 - output25_mean_squared_error: 46.7842 - output26_mean_squared_error: 26.6757 - output27_mean_squared_error: 46.8402 - output28_mean_squared_error: 52.0948 - output29_mean_squared_error: 59.3136 Epoch 65/2000 121/121 [==============================] - 0s 1ms/step - loss: 1232.9159 - output00_loss: 22.4201 - output01_loss: 28.4449 - output02_loss: 41.0668 - output03_loss: 55.4011 - output04_loss: 55.1169 - output05_loss: 38.2638 - output06_loss: 46.6802 - output07_loss: 54.3323 - output08_loss: 32.6795 - output09_loss: 43.4775 - output10_loss: 32.1201 - output11_loss: 35.8723 - output12_loss: 36.5367 - output13_loss: 41.1433 - output14_loss: 34.9261 - output15_loss: 43.2828 - output16_loss: 32.0447 - output17_loss: 58.8037 - output18_loss: 29.9760 - output19_loss: 47.1188 - output20_loss: 33.4557 - output21_loss: 56.7182 - output22_loss: 36.1009 - output23_loss: 25.1596 - output24_loss: 41.5478 - output25_loss: 46.6846 - output26_loss: 26.6133 - output27_loss: 46.7806 - output28_loss: 51.4072 - output29_loss: 58.7406 - output00_mean_squared_error: 22.4201 - output01_mean_squared_error: 28.4449 - output02_mean_squared_error: 41.0668 - output03_mean_squared_error: 55.4011 - output04_mean_squared_error: 55.1169 - output05_mean_squared_error: 38.2638 - output06_mean_squared_error: 46.6802 - output07_mean_squared_error: 54.3323 - output08_mean_squared_error: 32.6795 - output09_mean_squared_error: 43.4775 - output10_mean_squared_error: 32.1201 - output11_mean_squared_error: 35.8723 - output12_mean_squared_error: 36.5367 - output13_mean_squared_error: 41.1433 - output14_mean_squared_error: 34.9261 - output15_mean_squared_error: 43.2828 - output16_mean_squared_error: 32.0447 - output17_mean_squared_error: 58.8037 - output18_mean_squared_error: 29.9760 - output19_mean_squared_error: 47.1188 - output20_mean_squared_error: 33.4557 - output21_mean_squared_error: 56.7182 - output22_mean_squared_error: 36.1009 - output23_mean_squared_error: 25.1596 - output24_mean_squared_error: 41.5478 - output25_mean_squared_error: 46.6846 - output26_mean_squared_error: 26.6133 - output27_mean_squared_error: 46.7806 - output28_mean_squared_error: 51.4072 - output29_mean_squared_error: 58.7406 Epoch 66/2000 121/121 [==============================] - 0s 1ms/step - loss: 1227.2551 - output00_loss: 22.3514 - output01_loss: 28.3264 - output02_loss: 41.0131 - output03_loss: 55.3230 - output04_loss: 54.5129 - output05_loss: 38.1366 - output06_loss: 46.2589 - output07_loss: 54.1319 - output08_loss: 32.5965 - output09_loss: 43.3781 - output10_loss: 32.0261 - output11_loss: 35.8016 - output12_loss: 36.4672 - output13_loss: 40.8591 - output14_loss: 34.8698 - output15_loss: 43.2187 - output16_loss: 31.9791 - output17_loss: 58.6544 - output18_loss: 29.9059 - output19_loss: 46.1645 - output20_loss: 33.2223 - output21_loss: 56.6307 - output22_loss: 36.0555 - output23_loss: 25.1149 - output24_loss: 41.4698 - output25_loss: 46.5855 - output26_loss: 26.5513 - output27_loss: 46.7213 - output28_loss: 50.7411 - output29_loss: 58.1872 - output00_mean_squared_error: 22.3514 - output01_mean_squared_error: 28.3264 - output02_mean_squared_error: 41.0131 - output03_mean_squared_error: 55.3230 - output04_mean_squared_error: 54.5129 - output05_mean_squared_error: 38.1366 - output06_mean_squared_error: 46.2589 - output07_mean_squared_error: 54.1319 - output08_mean_squared_error: 32.5965 - output09_mean_squared_error: 43.3781 - output10_mean_squared_error: 32.0261 - output11_mean_squared_error: 35.8016 - output12_mean_squared_error: 36.4672 - output13_mean_squared_error: 40.8591 - output14_mean_squared_error: 34.8698 - output15_mean_squared_error: 43.2187 - output16_mean_squared_error: 31.9791 - output17_mean_squared_error: 58.6544 - output18_mean_squared_error: 29.9059 - output19_mean_squared_error: 46.1645 - output20_mean_squared_error: 33.2223 - output21_mean_squared_error: 56.6307 - output22_mean_squared_error: 36.0555 - output23_mean_squared_error: 25.1149 - output24_mean_squared_error: 41.4698 - output25_mean_squared_error: 46.5855 - output26_mean_squared_error: 26.5513 - output27_mean_squared_error: 46.7213 - output28_mean_squared_error: 50.7411 - output29_mean_squared_error: 58.1872 Epoch 67/2000 121/121 [==============================] - 0s 1ms/step - loss: 1221.7548 - output00_loss: 22.2834 - output01_loss: 28.2152 - output02_loss: 40.9615 - output03_loss: 55.2451 - output04_loss: 53.9290 - output05_loss: 38.0104 - output06_loss: 45.8544 - output07_loss: 53.9400 - output08_loss: 32.5141 - output09_loss: 43.2791 - output10_loss: 31.9330 - output11_loss: 35.7312 - output12_loss: 36.3979 - output13_loss: 40.5886 - output14_loss: 34.8157 - output15_loss: 43.1588 - output16_loss: 31.9138 - output17_loss: 58.5084 - output18_loss: 29.8359 - output19_loss: 45.2346 - output20_loss: 33.0006 - output21_loss: 56.5437 - output22_loss: 36.0102 - output23_loss: 25.0703 - output24_loss: 41.3920 - output25_loss: 46.4871 - output26_loss: 26.4896 - output27_loss: 46.6622 - output28_loss: 50.0959 - output29_loss: 57.6530 - output00_mean_squared_error: 22.2834 - output01_mean_squared_error: 28.2152 - output02_mean_squared_error: 40.9615 - output03_mean_squared_error: 55.2451 - output04_mean_squared_error: 53.9290 - output05_mean_squared_error: 38.0104 - output06_mean_squared_error: 45.8544 - output07_mean_squared_error: 53.9400 - output08_mean_squared_error: 32.5141 - output09_mean_squared_error: 43.2791 - output10_mean_squared_error: 31.9330 - output11_mean_squared_error: 35.7312 - output12_mean_squared_error: 36.3979 - output13_mean_squared_error: 40.5886 - output14_mean_squared_error: 34.8157 - output15_mean_squared_error: 43.1588 - output16_mean_squared_error: 31.9138 - output17_mean_squared_error: 58.5084 - output18_mean_squared_error: 29.8359 - output19_mean_squared_error: 45.2346 - output20_mean_squared_error: 33.0006 - output21_mean_squared_error: 56.5437 - output22_mean_squared_error: 36.0102 - output23_mean_squared_error: 25.0703 - output24_mean_squared_error: 41.3920 - output25_mean_squared_error: 46.4871 - output26_mean_squared_error: 26.4896 - output27_mean_squared_error: 46.6622 - output28_mean_squared_error: 50.0959 - output29_mean_squared_error: 57.6530 Epoch 68/2000 121/121 [==============================] - 0s 1ms/step - loss: 1216.4094 - output00_loss: 22.2160 - output01_loss: 28.1109 - output02_loss: 40.9117 - output03_loss: 55.1675 - output04_loss: 53.3647 - output05_loss: 37.8852 - output06_loss: 45.4661 - output07_loss: 53.7561 - output08_loss: 32.4321 - output09_loss: 43.1803 - output10_loss: 31.8408 - output11_loss: 35.6611 - output12_loss: 36.3287 - output13_loss: 40.3312 - output14_loss: 34.7635 - output15_loss: 43.1027 - output16_loss: 31.8490 - output17_loss: 58.3655 - output18_loss: 29.7659 - output19_loss: 44.3287 - output20_loss: 32.7902 - output21_loss: 56.4570 - output22_loss: 35.9649 - output23_loss: 25.0257 - output24_loss: 41.3144 - output25_loss: 46.3892 - output26_loss: 26.4283 - output27_loss: 46.6034 - output28_loss: 49.4712 - output29_loss: 57.1376 - output00_mean_squared_error: 22.2160 - output01_mean_squared_error: 28.1109 - output02_mean_squared_error: 40.9117 - output03_mean_squared_error: 55.1675 - output04_mean_squared_error: 53.3647 - output05_mean_squared_error: 37.8852 - output06_mean_squared_error: 45.4661 - output07_mean_squared_error: 53.7561 - output08_mean_squared_error: 32.4321 - output09_mean_squared_error: 43.1803 - output10_mean_squared_error: 31.8408 - output11_mean_squared_error: 35.6611 - output12_mean_squared_error: 36.3287 - output13_mean_squared_error: 40.3312 - output14_mean_squared_error: 34.7635 - output15_mean_squared_error: 43.1027 - output16_mean_squared_error: 31.8490 - output17_mean_squared_error: 58.3655 - output18_mean_squared_error: 29.7659 - output19_mean_squared_error: 44.3287 - output20_mean_squared_error: 32.7902 - output21_mean_squared_error: 56.4570 - output22_mean_squared_error: 35.9649 - output23_mean_squared_error: 25.0257 - output24_mean_squared_error: 41.3144 - output25_mean_squared_error: 46.3892 - output26_mean_squared_error: 26.4283 - output27_mean_squared_error: 46.6034 - output28_mean_squared_error: 49.4712 - output29_mean_squared_error: 57.1376 Epoch 69/2000 121/121 [==============================] - 0s 893us/step - loss: 1211.2136 - output00_loss: 22.1493 - output01_loss: 28.0130 - output02_loss: 40.8635 - output03_loss: 55.0901 - output04_loss: 52.8194 - output05_loss: 37.7608 - output06_loss: 45.0936 - output07_loss: 53.5798 - output08_loss: 32.3507 - output09_loss: 43.0818 - output10_loss: 31.7493 - output11_loss: 35.5913 - output12_loss: 36.2596 - output13_loss: 40.0864 - output14_loss: 34.7129 - output15_loss: 43.0501 - output16_loss: 31.7845 - output17_loss: 58.2253 - output18_loss: 29.6959 - output19_loss: 43.4462 - output20_loss: 32.5905 - output21_loss: 56.3705 - output22_loss: 35.9197 - output23_loss: 24.9812 - output24_loss: 41.2371 - output25_loss: 46.2919 - output26_loss: 26.3673 - output27_loss: 46.5449 - output28_loss: 48.8664 - output29_loss: 56.6404 - output00_mean_squared_error: 22.1493 - output01_mean_squared_error: 28.0130 - output02_mean_squared_error: 40.8635 - output03_mean_squared_error: 55.0901 - output04_mean_squared_error: 52.8194 - output05_mean_squared_error: 37.7608 - output06_mean_squared_error: 45.0936 - output07_mean_squared_error: 53.5798 - output08_mean_squared_error: 32.3507 - output09_mean_squared_error: 43.0818 - output10_mean_squared_error: 31.7493 - output11_mean_squared_error: 35.5913 - output12_mean_squared_error: 36.2596 - output13_mean_squared_error: 40.0864 - output14_mean_squared_error: 34.7129 - output15_mean_squared_error: 43.0501 - output16_mean_squared_error: 31.7845 - output17_mean_squared_error: 58.2253 - output18_mean_squared_error: 29.6959 - output19_mean_squared_error: 43.4462 - output20_mean_squared_error: 32.5905 - output21_mean_squared_error: 56.3705 - output22_mean_squared_error: 35.9197 - output23_mean_squared_error: 24.9812 - output24_mean_squared_error: 41.2371 - output25_mean_squared_error: 46.2919 - output26_mean_squared_error: 26.3673 - output27_mean_squared_error: 46.5449 - output28_mean_squared_error: 48.8664 - output29_mean_squared_error: 56.6404 Epoch 70/2000 121/121 [==============================] - 0s 539us/step - loss: 1206.1611 - output00_loss: 22.0833 - output01_loss: 27.9211 - output02_loss: 40.8166 - output03_loss: 55.0131 - output04_loss: 52.2927 - output05_loss: 37.6373 - output06_loss: 44.7362 - output07_loss: 53.4106 - output08_loss: 32.2697 - output09_loss: 42.9837 - output10_loss: 31.6587 - output11_loss: 35.5217 - output12_loss: 36.1906 - output13_loss: 39.8537 - output14_loss: 34.6638 - output15_loss: 43.0006 - output16_loss: 31.7204 - output17_loss: 58.0876 - output18_loss: 29.6261 - output19_loss: 42.5869 - output20_loss: 32.4011 - output21_loss: 56.2842 - output22_loss: 35.8745 - output23_loss: 24.9367 - output24_loss: 41.1601 - output25_loss: 46.1952 - output26_loss: 26.3065 - output27_loss: 46.4865 - output28_loss: 48.2812 - output29_loss: 56.1608 - output00_mean_squared_error: 22.0833 - output01_mean_squared_error: 27.9211 - output02_mean_squared_error: 40.8166 - output03_mean_squared_error: 55.0131 - output04_mean_squared_error: 52.2927 - output05_mean_squared_error: 37.6373 - output06_mean_squared_error: 44.7362 - output07_mean_squared_error: 53.4106 - output08_mean_squared_error: 32.2697 - output09_mean_squared_error: 42.9837 - output10_mean_squared_error: 31.6587 - output11_mean_squared_error: 35.5217 - output12_mean_squared_error: 36.1906 - output13_mean_squared_error: 39.8537 - output14_mean_squared_error: 34.6638 - output15_mean_squared_error: 43.0006 - output16_mean_squared_error: 31.7204 - output17_mean_squared_error: 58.0876 - output18_mean_squared_error: 29.6261 - output19_mean_squared_error: 42.5869 - output20_mean_squared_error: 32.4011 - output21_mean_squared_error: 56.2842 - output22_mean_squared_error: 35.8745 - output23_mean_squared_error: 24.9367 - output24_mean_squared_error: 41.1601 - output25_mean_squared_error: 46.1952 - output26_mean_squared_error: 26.3065 - output27_mean_squared_error: 46.4865 - output28_mean_squared_error: 48.2812 - output29_mean_squared_error: 56.1608 Epoch 71/2000 121/121 [==============================] - 0s 1ms/step - loss: 1201.2478 - output00_loss: 22.0178 - output01_loss: 27.8347 - output02_loss: 40.7708 - output03_loss: 54.9364 - output04_loss: 51.7841 - output05_loss: 37.5148 - output06_loss: 44.3936 - output07_loss: 53.2480 - output08_loss: 32.1892 - output09_loss: 42.8858 - output10_loss: 31.5689 - output11_loss: 35.4524 - output12_loss: 36.1218 - output13_loss: 39.6327 - output14_loss: 34.6160 - output15_loss: 42.9539 - output16_loss: 31.6567 - output17_loss: 57.9521 - output18_loss: 29.5563 - output19_loss: 41.7503 - output20_loss: 32.2214 - output21_loss: 56.1981 - output22_loss: 35.8295 - output23_loss: 24.8923 - output24_loss: 41.0834 - output25_loss: 46.0991 - output26_loss: 26.2461 - output27_loss: 46.4283 - output28_loss: 47.7150 - output29_loss: 55.6985 - output00_mean_squared_error: 22.0178 - output01_mean_squared_error: 27.8347 - output02_mean_squared_error: 40.7708 - output03_mean_squared_error: 54.9364 - output04_mean_squared_error: 51.7841 - output05_mean_squared_error: 37.5148 - output06_mean_squared_error: 44.3936 - output07_mean_squared_error: 53.2480 - output08_mean_squared_error: 32.1892 - output09_mean_squared_error: 42.8858 - output10_mean_squared_error: 31.5689 - output11_mean_squared_error: 35.4524 - output12_mean_squared_error: 36.1218 - output13_mean_squared_error: 39.6327 - output14_mean_squared_error: 34.6160 - output15_mean_squared_error: 42.9539 - output16_mean_squared_error: 31.6567 - output17_mean_squared_error: 57.9521 - output18_mean_squared_error: 29.5563 - output19_mean_squared_error: 41.7503 - output20_mean_squared_error: 32.2214 - output21_mean_squared_error: 56.1981 - output22_mean_squared_error: 35.8295 - output23_mean_squared_error: 24.8923 - output24_mean_squared_error: 41.0834 - output25_mean_squared_error: 46.0991 - output26_mean_squared_error: 26.2461 - output27_mean_squared_error: 46.4283 - output28_mean_squared_error: 47.7150 - output29_mean_squared_error: 55.6985 Epoch 72/2000 121/121 [==============================] - 0s 848us/step - loss: 1196.4681 - output00_loss: 21.9530 - output01_loss: 27.7536 - output02_loss: 40.7261 - output03_loss: 54.8600 - output04_loss: 51.2931 - output05_loss: 37.3931 - output06_loss: 44.0651 - output07_loss: 53.0917 - output08_loss: 32.1091 - output09_loss: 42.7882 - output10_loss: 31.4799 - output11_loss: 35.3834 - output12_loss: 36.0532 - output13_loss: 39.4227 - output14_loss: 34.5692 - output15_loss: 42.9097 - output16_loss: 31.5934 - output17_loss: 57.8186 - output18_loss: 29.4866 - output19_loss: 40.9358 - output20_loss: 32.0510 - output21_loss: 56.1121 - output22_loss: 35.7846 - output23_loss: 24.8480 - output24_loss: 41.0070 - output25_loss: 46.0035 - output26_loss: 26.1860 - output27_loss: 46.3702 - output28_loss: 47.1673 - output29_loss: 55.2530 - output00_mean_squared_error: 21.9530 - output01_mean_squared_error: 27.7536 - output02_mean_squared_error: 40.7261 - output03_mean_squared_error: 54.8600 - output04_mean_squared_error: 51.2931 - output05_mean_squared_error: 37.3931 - output06_mean_squared_error: 44.0651 - output07_mean_squared_error: 53.0917 - output08_mean_squared_error: 32.1091 - output09_mean_squared_error: 42.7882 - output10_mean_squared_error: 31.4799 - output11_mean_squared_error: 35.3834 - output12_mean_squared_error: 36.0532 - output13_mean_squared_error: 39.4227 - output14_mean_squared_error: 34.5692 - output15_mean_squared_error: 42.9097 - output16_mean_squared_error: 31.5934 - output17_mean_squared_error: 57.8186 - output18_mean_squared_error: 29.4866 - output19_mean_squared_error: 40.9358 - output20_mean_squared_error: 32.0510 - output21_mean_squared_error: 56.1121 - output22_mean_squared_error: 35.7846 - output23_mean_squared_error: 24.8480 - output24_mean_squared_error: 41.0070 - output25_mean_squared_error: 46.0035 - output26_mean_squared_error: 26.1860 - output27_mean_squared_error: 46.3702 - output28_mean_squared_error: 47.1673 - output29_mean_squared_error: 55.2530 Epoch 73/2000 121/121 [==============================] - 0s 1ms/step - loss: 1191.8171 - output00_loss: 21.8888 - output01_loss: 27.6772 - output02_loss: 40.6821 - output03_loss: 54.7839 - output04_loss: 50.8193 - output05_loss: 37.2723 - output06_loss: 43.7505 - output07_loss: 52.9412 - output08_loss: 32.0294 - output09_loss: 42.6910 - output10_loss: 31.3918 - output11_loss: 35.3146 - output12_loss: 35.9847 - output13_loss: 39.2235 - output14_loss: 34.5233 - output15_loss: 42.8678 - output16_loss: 31.5305 - output17_loss: 57.6868 - output18_loss: 29.4170 - output19_loss: 40.1431 - output20_loss: 31.8894 - output21_loss: 56.0262 - output22_loss: 35.7398 - output23_loss: 24.8038 - output24_loss: 40.9309 - output25_loss: 45.9085 - output26_loss: 26.1262 - output27_loss: 46.3123 - output28_loss: 46.6378 - output29_loss: 54.8237 - output00_mean_squared_error: 21.8888 - output01_mean_squared_error: 27.6772 - output02_mean_squared_error: 40.6821 - output03_mean_squared_error: 54.7839 - output04_mean_squared_error: 50.8193 - output05_mean_squared_error: 37.2723 - output06_mean_squared_error: 43.7505 - output07_mean_squared_error: 52.9412 - output08_mean_squared_error: 32.0294 - output09_mean_squared_error: 42.6910 - output10_mean_squared_error: 31.3918 - output11_mean_squared_error: 35.3146 - output12_mean_squared_error: 35.9847 - output13_mean_squared_error: 39.2235 - output14_mean_squared_error: 34.5233 - output15_mean_squared_error: 42.8678 - output16_mean_squared_error: 31.5305 - output17_mean_squared_error: 57.6868 - output18_mean_squared_error: 29.4170 - output19_mean_squared_error: 40.1431 - output20_mean_squared_error: 31.8894 - output21_mean_squared_error: 56.0262 - output22_mean_squared_error: 35.7398 - output23_mean_squared_error: 24.8038 - output24_mean_squared_error: 40.9309 - output25_mean_squared_error: 45.9085 - output26_mean_squared_error: 26.1262 - output27_mean_squared_error: 46.3123 - output28_mean_squared_error: 46.6378 - output29_mean_squared_error: 54.8237 Epoch 74/2000 121/121 [==============================] - 0s 1ms/step - loss: 1187.2903 - output00_loss: 21.8253 - output01_loss: 27.6053 - output02_loss: 40.6388 - output03_loss: 54.7081 - output04_loss: 50.3621 - output05_loss: 37.1524 - output06_loss: 43.4490 - output07_loss: 52.7962 - output08_loss: 31.9501 - output09_loss: 42.5940 - output10_loss: 31.3044 - output11_loss: 35.2461 - output12_loss: 35.9165 - output13_loss: 39.0344 - output14_loss: 34.4782 - output15_loss: 42.8280 - output16_loss: 31.4680 - output17_loss: 57.5566 - output18_loss: 29.3475 - output19_loss: 39.3718 - output20_loss: 31.7362 - output21_loss: 55.9403 - output22_loss: 35.6951 - output23_loss: 24.7596 - output24_loss: 40.8551 - output25_loss: 45.8140 - output26_loss: 26.0667 - output27_loss: 46.2544 - output28_loss: 46.1259 - output29_loss: 54.4102 - output00_mean_squared_error: 21.8253 - output01_mean_squared_error: 27.6053 - output02_mean_squared_error: 40.6388 - output03_mean_squared_error: 54.7081 - output04_mean_squared_error: 50.3621 - output05_mean_squared_error: 37.1524 - output06_mean_squared_error: 43.4490 - output07_mean_squared_error: 52.7962 - output08_mean_squared_error: 31.9501 - output09_mean_squared_error: 42.5940 - output10_mean_squared_error: 31.3044 - output11_mean_squared_error: 35.2461 - output12_mean_squared_error: 35.9165 - output13_mean_squared_error: 39.0344 - output14_mean_squared_error: 34.4782 - output15_mean_squared_error: 42.8280 - output16_mean_squared_error: 31.4680 - output17_mean_squared_error: 57.5566 - output18_mean_squared_error: 29.3475 - output19_mean_squared_error: 39.3718 - output20_mean_squared_error: 31.7362 - output21_mean_squared_error: 55.9403 - output22_mean_squared_error: 35.6951 - output23_mean_squared_error: 24.7596 - output24_mean_squared_error: 40.8551 - output25_mean_squared_error: 45.8140 - output26_mean_squared_error: 26.0667 - output27_mean_squared_error: 46.2544 - output28_mean_squared_error: 46.1259 - output29_mean_squared_error: 54.4102 Epoch 75/2000 121/121 [==============================] - 0s 752us/step - loss: 1182.8831 - output00_loss: 21.7623 - output01_loss: 27.5375 - output02_loss: 40.5961 - output03_loss: 54.6327 - output04_loss: 49.9212 - output05_loss: 37.0334 - output06_loss: 43.1604 - output07_loss: 52.6563 - output08_loss: 31.8712 - output09_loss: 42.4973 - output10_loss: 31.2178 - output11_loss: 35.1778 - output12_loss: 35.8484 - output13_loss: 38.8551 - output14_loss: 34.4338 - output15_loss: 42.7900 - output16_loss: 31.4058 - output17_loss: 57.4278 - output18_loss: 29.2782 - output19_loss: 38.6215 - output20_loss: 31.5910 - output21_loss: 55.8545 - output22_loss: 35.6505 - output23_loss: 24.7157 - output24_loss: 40.7796 - output25_loss: 45.7201 - output26_loss: 26.0075 - output27_loss: 46.1967 - output28_loss: 45.6311 - output29_loss: 54.0120 - output00_mean_squared_error: 21.7623 - output01_mean_squared_error: 27.5375 - output02_mean_squared_error: 40.5961 - output03_mean_squared_error: 54.6327 - output04_mean_squared_error: 49.9212 - output05_mean_squared_error: 37.0334 - output06_mean_squared_error: 43.1604 - output07_mean_squared_error: 52.6563 - output08_mean_squared_error: 31.8712 - output09_mean_squared_error: 42.4973 - output10_mean_squared_error: 31.2178 - output11_mean_squared_error: 35.1778 - output12_mean_squared_error: 35.8484 - output13_mean_squared_error: 38.8551 - output14_mean_squared_error: 34.4338 - output15_mean_squared_error: 42.7900 - output16_mean_squared_error: 31.4058 - output17_mean_squared_error: 57.4278 - output18_mean_squared_error: 29.2782 - output19_mean_squared_error: 38.6215 - output20_mean_squared_error: 31.5910 - output21_mean_squared_error: 55.8545 - output22_mean_squared_error: 35.6505 - output23_mean_squared_error: 24.7157 - output24_mean_squared_error: 40.7796 - output25_mean_squared_error: 45.7201 - output26_mean_squared_error: 26.0075 - output27_mean_squared_error: 46.1967 - output28_mean_squared_error: 45.6311 - output29_mean_squared_error: 54.0120 Epoch 76/2000 121/121 [==============================] - 0s 1ms/step - loss: 1178.5914 - output00_loss: 21.6999 - output01_loss: 27.4736 - output02_loss: 40.5537 - output03_loss: 54.5577 - output04_loss: 49.4960 - output05_loss: 36.9152 - output06_loss: 42.8841 - output07_loss: 52.5211 - output08_loss: 31.7927 - output09_loss: 42.4009 - output10_loss: 31.1320 - output11_loss: 35.1097 - output12_loss: 35.7807 - output13_loss: 38.6851 - output14_loss: 34.3899 - output15_loss: 42.7535 - output16_loss: 31.3440 - output17_loss: 57.3003 - output18_loss: 29.2091 - output19_loss: 37.8916 - output20_loss: 31.4533 - output21_loss: 55.7688 - output22_loss: 35.6060 - output23_loss: 24.6718 - output24_loss: 40.7045 - output25_loss: 45.6267 - output26_loss: 25.9486 - output27_loss: 46.1390 - output28_loss: 45.1532 - output29_loss: 53.6287 - output00_mean_squared_error: 21.6999 - output01_mean_squared_error: 27.4736 - output02_mean_squared_error: 40.5537 - output03_mean_squared_error: 54.5577 - output04_mean_squared_error: 49.4960 - output05_mean_squared_error: 36.9152 - output06_mean_squared_error: 42.8841 - output07_mean_squared_error: 52.5211 - output08_mean_squared_error: 31.7927 - output09_mean_squared_error: 42.4009 - output10_mean_squared_error: 31.1320 - output11_mean_squared_error: 35.1097 - output12_mean_squared_error: 35.7807 - output13_mean_squared_error: 38.6851 - output14_mean_squared_error: 34.3899 - output15_mean_squared_error: 42.7535 - output16_mean_squared_error: 31.3440 - output17_mean_squared_error: 57.3003 - output18_mean_squared_error: 29.2091 - output19_mean_squared_error: 37.8916 - output20_mean_squared_error: 31.4533 - output21_mean_squared_error: 55.7688 - output22_mean_squared_error: 35.6060 - output23_mean_squared_error: 24.6718 - output24_mean_squared_error: 40.7045 - output25_mean_squared_error: 45.6267 - output26_mean_squared_error: 25.9486 - output27_mean_squared_error: 46.1390 - output28_mean_squared_error: 45.1532 - output29_mean_squared_error: 53.6287 Epoch 77/2000 121/121 [==============================] - 0s 862us/step - loss: 1174.4105 - output00_loss: 21.6381 - output01_loss: 27.4131 - output02_loss: 40.5117 - output03_loss: 54.4830 - output04_loss: 49.0861 - output05_loss: 36.7979 - output06_loss: 42.6197 - output07_loss: 52.3904 - output08_loss: 31.7145 - output09_loss: 42.3048 - output10_loss: 31.0470 - output11_loss: 35.0419 - output12_loss: 35.7131 - output13_loss: 38.5240 - output14_loss: 34.3464 - output15_loss: 42.7185 - output16_loss: 31.2826 - output17_loss: 57.1738 - output18_loss: 29.1401 - output19_loss: 37.1819 - output20_loss: 31.3227 - output21_loss: 55.6831 - output22_loss: 35.5617 - output23_loss: 24.6281 - output24_loss: 40.6297 - output25_loss: 45.5339 - output26_loss: 25.8900 - output27_loss: 46.0813 - output28_loss: 44.6915 - output29_loss: 53.2599 - output00_mean_squared_error: 21.6381 - output01_mean_squared_error: 27.4131 - output02_mean_squared_error: 40.5117 - output03_mean_squared_error: 54.4830 - output04_mean_squared_error: 49.0861 - output05_mean_squared_error: 36.7979 - output06_mean_squared_error: 42.6197 - output07_mean_squared_error: 52.3904 - output08_mean_squared_error: 31.7145 - output09_mean_squared_error: 42.3048 - output10_mean_squared_error: 31.0470 - output11_mean_squared_error: 35.0419 - output12_mean_squared_error: 35.7131 - output13_mean_squared_error: 38.5240 - output14_mean_squared_error: 34.3464 - output15_mean_squared_error: 42.7185 - output16_mean_squared_error: 31.2826 - output17_mean_squared_error: 57.1738 - output18_mean_squared_error: 29.1401 - output19_mean_squared_error: 37.1819 - output20_mean_squared_error: 31.3227 - output21_mean_squared_error: 55.6831 - output22_mean_squared_error: 35.5617 - output23_mean_squared_error: 24.6281 - output24_mean_squared_error: 40.6297 - output25_mean_squared_error: 45.5339 - output26_mean_squared_error: 25.8900 - output27_mean_squared_error: 46.0813 - output28_mean_squared_error: 44.6915 - output29_mean_squared_error: 53.2599 Epoch 78/2000 121/121 [==============================] - 0s 1ms/step - loss: 1170.3370 - output00_loss: 21.5769 - output01_loss: 27.3559 - output02_loss: 40.4700 - output03_loss: 54.4086 - output04_loss: 48.6912 - output05_loss: 36.6814 - output06_loss: 42.3668 - output07_loss: 52.2638 - output08_loss: 31.6366 - output09_loss: 42.2090 - output10_loss: 30.9627 - output11_loss: 34.9744 - output12_loss: 35.6458 - output13_loss: 38.3714 - output14_loss: 34.3033 - output15_loss: 42.6848 - output16_loss: 31.2215 - output17_loss: 57.0483 - output18_loss: 29.0713 - output19_loss: 36.4919 - output20_loss: 31.1989 - output21_loss: 55.5975 - output22_loss: 35.5174 - output23_loss: 24.5846 - output24_loss: 40.5552 - output25_loss: 45.4416 - output26_loss: 25.8317 - output27_loss: 46.0236 - output28_loss: 44.2456 - output29_loss: 52.9050 - output00_mean_squared_error: 21.5769 - output01_mean_squared_error: 27.3559 - output02_mean_squared_error: 40.4700 - output03_mean_squared_error: 54.4086 - output04_mean_squared_error: 48.6912 - output05_mean_squared_error: 36.6814 - output06_mean_squared_error: 42.3668 - output07_mean_squared_error: 52.2638 - output08_mean_squared_error: 31.6366 - output09_mean_squared_error: 42.2090 - output10_mean_squared_error: 30.9627 - output11_mean_squared_error: 34.9744 - output12_mean_squared_error: 35.6458 - output13_mean_squared_error: 38.3714 - output14_mean_squared_error: 34.3033 - output15_mean_squared_error: 42.6848 - output16_mean_squared_error: 31.2215 - output17_mean_squared_error: 57.0483 - output18_mean_squared_error: 29.0713 - output19_mean_squared_error: 36.4919 - output20_mean_squared_error: 31.1989 - output21_mean_squared_error: 55.5975 - output22_mean_squared_error: 35.5174 - output23_mean_squared_error: 24.5846 - output24_mean_squared_error: 40.5552 - output25_mean_squared_error: 45.4416 - output26_mean_squared_error: 25.8317 - output27_mean_squared_error: 46.0236 - output28_mean_squared_error: 44.2456 - output29_mean_squared_error: 52.9050 Epoch 79/2000 121/121 [==============================] - 0s 603us/step - loss: 1166.3663 - output00_loss: 21.5163 - output01_loss: 27.3017 - output02_loss: 40.4285 - output03_loss: 54.3346 - output04_loss: 48.3107 - output05_loss: 36.5658 - output06_loss: 42.1249 - output07_loss: 52.1410 - output08_loss: 31.5591 - output09_loss: 42.1134 - output10_loss: 30.8792 - output11_loss: 34.9071 - output12_loss: 35.5787 - output13_loss: 38.2269 - output14_loss: 34.2605 - output15_loss: 42.6522 - output16_loss: 31.1608 - output17_loss: 56.9237 - output18_loss: 29.0027 - output19_loss: 35.8211 - output20_loss: 31.0815 - output21_loss: 55.5119 - output22_loss: 35.4732 - output23_loss: 24.5412 - output24_loss: 40.4810 - output25_loss: 45.3498 - output26_loss: 25.7737 - output27_loss: 45.9660 - output28_loss: 43.8152 - output29_loss: 52.5637 - output00_mean_squared_error: 21.5163 - output01_mean_squared_error: 27.3017 - output02_mean_squared_error: 40.4285 - output03_mean_squared_error: 54.3346 - output04_mean_squared_error: 48.3107 - output05_mean_squared_error: 36.5658 - output06_mean_squared_error: 42.1249 - output07_mean_squared_error: 52.1410 - output08_mean_squared_error: 31.5591 - output09_mean_squared_error: 42.1134 - output10_mean_squared_error: 30.8792 - output11_mean_squared_error: 34.9071 - output12_mean_squared_error: 35.5787 - output13_mean_squared_error: 38.2269 - output14_mean_squared_error: 34.2605 - output15_mean_squared_error: 42.6522 - output16_mean_squared_error: 31.1608 - output17_mean_squared_error: 56.9237 - output18_mean_squared_error: 29.0027 - output19_mean_squared_error: 35.8211 - output20_mean_squared_error: 31.0815 - output21_mean_squared_error: 55.5119 - output22_mean_squared_error: 35.4732 - output23_mean_squared_error: 24.5412 - output24_mean_squared_error: 40.4810 - output25_mean_squared_error: 45.3498 - output26_mean_squared_error: 25.7737 - output27_mean_squared_error: 45.9660 - output28_mean_squared_error: 43.8152 - output29_mean_squared_error: 52.5637 Epoch 80/2000 121/121 [==============================] - 0s 1ms/step - loss: 1162.4952 - output00_loss: 21.4563 - output01_loss: 27.2502 - output02_loss: 40.3871 - output03_loss: 54.2610 - output04_loss: 47.9442 - output05_loss: 36.4510 - output06_loss: 41.8937 - output07_loss: 52.0218 - output08_loss: 31.4819 - output09_loss: 42.0182 - output10_loss: 30.7965 - output11_loss: 34.8400 - output12_loss: 35.5119 - output13_loss: 38.0900 - output14_loss: 34.2180 - output15_loss: 42.6205 - output16_loss: 31.1005 - output17_loss: 56.7999 - output18_loss: 28.9342 - output19_loss: 35.1693 - output20_loss: 30.9701 - output21_loss: 55.4264 - output22_loss: 35.4291 - output23_loss: 24.4981 - output24_loss: 40.4071 - output25_loss: 45.2585 - output26_loss: 25.7160 - output27_loss: 45.9084 - output28_loss: 43.3998 - output29_loss: 52.2356 - output00_mean_squared_error: 21.4563 - output01_mean_squared_error: 27.2502 - output02_mean_squared_error: 40.3871 - output03_mean_squared_error: 54.2610 - output04_mean_squared_error: 47.9442 - output05_mean_squared_error: 36.4510 - output06_mean_squared_error: 41.8937 - output07_mean_squared_error: 52.0218 - output08_mean_squared_error: 31.4819 - output09_mean_squared_error: 42.0182 - output10_mean_squared_error: 30.7965 - output11_mean_squared_error: 34.8400 - output12_mean_squared_error: 35.5119 - output13_mean_squared_error: 38.0900 - output14_mean_squared_error: 34.2180 - output15_mean_squared_error: 42.6205 - output16_mean_squared_error: 31.1005 - output17_mean_squared_error: 56.7999 - output18_mean_squared_error: 28.9342 - output19_mean_squared_error: 35.1693 - output20_mean_squared_error: 30.9701 - output21_mean_squared_error: 55.4264 - output22_mean_squared_error: 35.4291 - output23_mean_squared_error: 24.4981 - output24_mean_squared_error: 40.4071 - output25_mean_squared_error: 45.2585 - output26_mean_squared_error: 25.7160 - output27_mean_squared_error: 45.9084 - output28_mean_squared_error: 43.3998 - output29_mean_squared_error: 52.2356 Epoch 81/2000 121/121 [==============================] - 0s 1ms/step - loss: 1158.7201 - output00_loss: 21.3968 - output01_loss: 27.2012 - output02_loss: 40.3457 - output03_loss: 54.1877 - output04_loss: 47.5914 - output05_loss: 36.3370 - output06_loss: 41.6726 - output07_loss: 51.9059 - output08_loss: 31.4050 - output09_loss: 41.9233 - output10_loss: 30.7145 - output11_loss: 34.7732 - output12_loss: 35.4454 - output13_loss: 37.9605 - output14_loss: 34.1756 - output15_loss: 42.5897 - output16_loss: 31.0405 - output17_loss: 56.6767 - output18_loss: 28.8660 - output19_loss: 34.5359 - output20_loss: 30.8645 - output21_loss: 55.3410 - output22_loss: 35.3850 - output23_loss: 24.4551 - output24_loss: 40.3335 - output25_loss: 45.1678 - output26_loss: 25.6587 - output27_loss: 45.8509 - output28_loss: 42.9990 - output29_loss: 51.9201 - output00_mean_squared_error: 21.3968 - output01_mean_squared_error: 27.2012 - output02_mean_squared_error: 40.3457 - output03_mean_squared_error: 54.1877 - output04_mean_squared_error: 47.5914 - output05_mean_squared_error: 36.3370 - output06_mean_squared_error: 41.6726 - output07_mean_squared_error: 51.9059 - output08_mean_squared_error: 31.4050 - output09_mean_squared_error: 41.9233 - output10_mean_squared_error: 30.7145 - output11_mean_squared_error: 34.7732 - output12_mean_squared_error: 35.4454 - output13_mean_squared_error: 37.9605 - output14_mean_squared_error: 34.1756 - output15_mean_squared_error: 42.5897 - output16_mean_squared_error: 31.0405 - output17_mean_squared_error: 56.6767 - output18_mean_squared_error: 28.8660 - output19_mean_squared_error: 34.5359 - output20_mean_squared_error: 30.8645 - output21_mean_squared_error: 55.3410 - output22_mean_squared_error: 35.3850 - output23_mean_squared_error: 24.4551 - output24_mean_squared_error: 40.3335 - output25_mean_squared_error: 45.1678 - output26_mean_squared_error: 25.6587 - output27_mean_squared_error: 45.8509 - output28_mean_squared_error: 42.9990 - output29_mean_squared_error: 51.9201 Epoch 82/2000 121/121 [==============================] - 0s 1ms/step - loss: 1155.0372 - output00_loss: 21.3379 - output01_loss: 27.1545 - output02_loss: 40.3044 - output03_loss: 54.1147 - output04_loss: 47.2517 - output05_loss: 36.2239 - output06_loss: 41.4614 - output07_loss: 51.7931 - output08_loss: 31.3284 - output09_loss: 41.8286 - output10_loss: 30.6333 - output11_loss: 34.7067 - output12_loss: 35.3791 - output13_loss: 37.8380 - output14_loss: 34.1334 - output15_loss: 42.5595 - output16_loss: 30.9808 - output17_loss: 56.5541 - output18_loss: 28.7980 - output19_loss: 33.9206 - output20_loss: 30.7641 - output21_loss: 55.2557 - output22_loss: 35.3411 - output23_loss: 24.4122 - output24_loss: 40.2601 - output25_loss: 45.0775 - output26_loss: 25.6016 - output27_loss: 45.7933 - output28_loss: 42.6124 - output29_loss: 51.6170 - output00_mean_squared_error: 21.3379 - output01_mean_squared_error: 27.1545 - output02_mean_squared_error: 40.3044 - output03_mean_squared_error: 54.1147 - output04_mean_squared_error: 47.2517 - output05_mean_squared_error: 36.2239 - output06_mean_squared_error: 41.4614 - output07_mean_squared_error: 51.7931 - output08_mean_squared_error: 31.3284 - output09_mean_squared_error: 41.8286 - output10_mean_squared_error: 30.6333 - output11_mean_squared_error: 34.7067 - output12_mean_squared_error: 35.3791 - output13_mean_squared_error: 37.8380 - output14_mean_squared_error: 34.1334 - output15_mean_squared_error: 42.5595 - output16_mean_squared_error: 30.9808 - output17_mean_squared_error: 56.5541 - output18_mean_squared_error: 28.7980 - output19_mean_squared_error: 33.9206 - output20_mean_squared_error: 30.7641 - output21_mean_squared_error: 55.2557 - output22_mean_squared_error: 35.3411 - output23_mean_squared_error: 24.4122 - output24_mean_squared_error: 40.2601 - output25_mean_squared_error: 45.0775 - output26_mean_squared_error: 25.6016 - output27_mean_squared_error: 45.7933 - output28_mean_squared_error: 42.6124 - output29_mean_squared_error: 51.6170 Epoch 83/2000 121/121 [==============================] - 0s 1ms/step - loss: 1151.4434 - output00_loss: 21.2795 - output01_loss: 27.1099 - output02_loss: 40.2630 - output03_loss: 54.0421 - output04_loss: 46.9249 - output05_loss: 36.1116 - output06_loss: 41.2596 - output07_loss: 51.6830 - output08_loss: 31.2522 - output09_loss: 41.7343 - output10_loss: 30.5528 - output11_loss: 34.6404 - output12_loss: 35.3130 - output13_loss: 37.7221 - output14_loss: 34.0913 - output15_loss: 42.5300 - output16_loss: 30.9215 - output17_loss: 56.4320 - output18_loss: 28.7302 - output19_loss: 33.3230 - output20_loss: 30.6689 - output21_loss: 55.1704 - output22_loss: 35.2972 - output23_loss: 24.3696 - output24_loss: 40.1871 - output25_loss: 44.9878 - output26_loss: 25.5449 - output27_loss: 45.7358 - output28_loss: 42.2395 - output29_loss: 51.3258 - output00_mean_squared_error: 21.2795 - output01_mean_squared_error: 27.1099 - output02_mean_squared_error: 40.2630 - output03_mean_squared_error: 54.0421 - output04_mean_squared_error: 46.9249 - output05_mean_squared_error: 36.1116 - output06_mean_squared_error: 41.2596 - output07_mean_squared_error: 51.6830 - output08_mean_squared_error: 31.2522 - output09_mean_squared_error: 41.7343 - output10_mean_squared_error: 30.5528 - output11_mean_squared_error: 34.6404 - output12_mean_squared_error: 35.3130 - output13_mean_squared_error: 37.7221 - output14_mean_squared_error: 34.0913 - output15_mean_squared_error: 42.5300 - output16_mean_squared_error: 30.9215 - output17_mean_squared_error: 56.4320 - output18_mean_squared_error: 28.7302 - output19_mean_squared_error: 33.3230 - output20_mean_squared_error: 30.6689 - output21_mean_squared_error: 55.1704 - output22_mean_squared_error: 35.2972 - output23_mean_squared_error: 24.3696 - output24_mean_squared_error: 40.1871 - output25_mean_squared_error: 44.9878 - output26_mean_squared_error: 25.5449 - output27_mean_squared_error: 45.7358 - output28_mean_squared_error: 42.2395 - output29_mean_squared_error: 51.3258 Epoch 84/2000 121/121 [==============================] - 0s 1ms/step - loss: 1147.9352 - output00_loss: 21.2216 - output01_loss: 27.0672 - output02_loss: 40.2217 - output03_loss: 53.9699 - output04_loss: 46.6105 - output05_loss: 36.0001 - output06_loss: 41.0668 - output07_loss: 51.5756 - output08_loss: 31.1762 - output09_loss: 41.6402 - output10_loss: 30.4730 - output11_loss: 34.5743 - output12_loss: 35.2472 - output13_loss: 37.6124 - output14_loss: 34.0492 - output15_loss: 42.5011 - output16_loss: 30.8625 - output17_loss: 56.3104 - output18_loss: 28.6627 - output19_loss: 32.7428 - output20_loss: 30.5783 - output21_loss: 55.0853 - output22_loss: 35.2533 - output23_loss: 24.3271 - output24_loss: 40.1143 - output25_loss: 44.8986 - output26_loss: 25.4885 - output27_loss: 45.6783 - output28_loss: 41.8800 - output29_loss: 51.0461 - output00_mean_squared_error: 21.2216 - output01_mean_squared_error: 27.0672 - output02_mean_squared_error: 40.2217 - output03_mean_squared_error: 53.9699 - output04_mean_squared_error: 46.6105 - output05_mean_squared_error: 36.0001 - output06_mean_squared_error: 41.0668 - output07_mean_squared_error: 51.5756 - output08_mean_squared_error: 31.1762 - output09_mean_squared_error: 41.6402 - output10_mean_squared_error: 30.4730 - output11_mean_squared_error: 34.5743 - output12_mean_squared_error: 35.2472 - output13_mean_squared_error: 37.6124 - output14_mean_squared_error: 34.0492 - output15_mean_squared_error: 42.5011 - output16_mean_squared_error: 30.8625 - output17_mean_squared_error: 56.3104 - output18_mean_squared_error: 28.6627 - output19_mean_squared_error: 32.7428 - output20_mean_squared_error: 30.5783 - output21_mean_squared_error: 55.0853 - output22_mean_squared_error: 35.2533 - output23_mean_squared_error: 24.3271 - output24_mean_squared_error: 40.1143 - output25_mean_squared_error: 44.8986 - output26_mean_squared_error: 25.4885 - output27_mean_squared_error: 45.6783 - output28_mean_squared_error: 41.8800 - output29_mean_squared_error: 51.0461 Epoch 85/2000 121/121 [==============================] - 0s 1ms/step - loss: 1144.5101 - output00_loss: 21.1643 - output01_loss: 27.0262 - output02_loss: 40.1802 - output03_loss: 53.8979 - output04_loss: 46.3080 - output05_loss: 35.8894 - output06_loss: 40.8827 - output07_loss: 51.4705 - output08_loss: 31.1006 - output09_loss: 41.5465 - output10_loss: 30.3940 - output11_loss: 34.5086 - output12_loss: 35.1817 - output13_loss: 37.5088 - output14_loss: 34.0073 - output15_loss: 42.4725 - output16_loss: 30.8039 - output17_loss: 56.1893 - output18_loss: 28.5953 - output19_loss: 32.1794 - output20_loss: 30.4923 - output21_loss: 55.0003 - output22_loss: 35.2095 - output23_loss: 24.2848 - output24_loss: 40.0418 - output25_loss: 44.8100 - output26_loss: 25.4325 - output27_loss: 45.6208 - output28_loss: 41.5335 - output29_loss: 50.7775 - output00_mean_squared_error: 21.1643 - output01_mean_squared_error: 27.0262 - output02_mean_squared_error: 40.1802 - output03_mean_squared_error: 53.8979 - output04_mean_squared_error: 46.3080 - output05_mean_squared_error: 35.8894 - output06_mean_squared_error: 40.8827 - output07_mean_squared_error: 51.4705 - output08_mean_squared_error: 31.1006 - output09_mean_squared_error: 41.5465 - output10_mean_squared_error: 30.3940 - output11_mean_squared_error: 34.5086 - output12_mean_squared_error: 35.1817 - output13_mean_squared_error: 37.5088 - output14_mean_squared_error: 34.0073 - output15_mean_squared_error: 42.4725 - output16_mean_squared_error: 30.8039 - output17_mean_squared_error: 56.1893 - output18_mean_squared_error: 28.5953 - output19_mean_squared_error: 32.1794 - output20_mean_squared_error: 30.4923 - output21_mean_squared_error: 55.0003 - output22_mean_squared_error: 35.2095 - output23_mean_squared_error: 24.2848 - output24_mean_squared_error: 40.0418 - output25_mean_squared_error: 44.8100 - output26_mean_squared_error: 25.4325 - output27_mean_squared_error: 45.6208 - output28_mean_squared_error: 41.5335 - output29_mean_squared_error: 50.7775 Epoch 86/2000 121/121 [==============================] - 0s 523us/step - loss: 1141.1644 - output00_loss: 21.1076 - output01_loss: 26.9867 - output02_loss: 40.1387 - output03_loss: 53.8263 - output04_loss: 46.0172 - output05_loss: 35.7796 - output06_loss: 40.7070 - output07_loss: 51.3677 - output08_loss: 31.0253 - output09_loss: 41.4531 - output10_loss: 30.3157 - output11_loss: 34.4431 - output12_loss: 35.1164 - output13_loss: 37.4107 - output14_loss: 33.9653 - output15_loss: 42.4444 - output16_loss: 30.7456 - output17_loss: 56.0684 - output18_loss: 28.5282 - output19_loss: 31.6326 - output20_loss: 30.4104 - output21_loss: 54.9154 - output22_loss: 35.1658 - output23_loss: 24.2427 - output24_loss: 39.9695 - output25_loss: 44.7218 - output26_loss: 25.3767 - output27_loss: 45.5634 - output28_loss: 41.1996 - output29_loss: 50.5196 - output00_mean_squared_error: 21.1076 - output01_mean_squared_error: 26.9867 - output02_mean_squared_error: 40.1387 - output03_mean_squared_error: 53.8263 - output04_mean_squared_error: 46.0172 - output05_mean_squared_error: 35.7796 - output06_mean_squared_error: 40.7070 - output07_mean_squared_error: 51.3677 - output08_mean_squared_error: 31.0253 - output09_mean_squared_error: 41.4531 - output10_mean_squared_error: 30.3157 - output11_mean_squared_error: 34.4431 - output12_mean_squared_error: 35.1164 - output13_mean_squared_error: 37.4107 - output14_mean_squared_error: 33.9653 - output15_mean_squared_error: 42.4444 - output16_mean_squared_error: 30.7456 - output17_mean_squared_error: 56.0684 - output18_mean_squared_error: 28.5282 - output19_mean_squared_error: 31.6326 - output20_mean_squared_error: 30.4104 - output21_mean_squared_error: 54.9154 - output22_mean_squared_error: 35.1658 - output23_mean_squared_error: 24.2427 - output24_mean_squared_error: 39.9695 - output25_mean_squared_error: 44.7218 - output26_mean_squared_error: 25.3767 - output27_mean_squared_error: 45.5634 - output28_mean_squared_error: 41.1996 - output29_mean_squared_error: 50.5196 Epoch 87/2000 121/121 [==============================] - 0s 1ms/step - loss: 1137.8956 - output00_loss: 21.0513 - output01_loss: 26.9487 - output02_loss: 40.0971 - output03_loss: 53.7550 - output04_loss: 45.7377 - output05_loss: 35.6705 - output06_loss: 40.5392 - output07_loss: 51.2669 - output08_loss: 30.9504 - output09_loss: 41.3600 - output10_loss: 30.2381 - output11_loss: 34.3778 - output12_loss: 35.0513 - output13_loss: 37.3181 - output14_loss: 33.9234 - output15_loss: 42.4165 - output16_loss: 30.6876 - output17_loss: 55.9479 - output18_loss: 28.4612 - output19_loss: 31.1019 - output20_loss: 30.3324 - output21_loss: 54.8306 - output22_loss: 35.1222 - output23_loss: 24.2007 - output24_loss: 39.8974 - output25_loss: 44.6341 - output26_loss: 25.3213 - output27_loss: 45.5060 - output28_loss: 40.8779 - output29_loss: 50.2721 - output00_mean_squared_error: 21.0513 - output01_mean_squared_error: 26.9487 - output02_mean_squared_error: 40.0971 - output03_mean_squared_error: 53.7550 - output04_mean_squared_error: 45.7377 - output05_mean_squared_error: 35.6705 - output06_mean_squared_error: 40.5392 - output07_mean_squared_error: 51.2669 - output08_mean_squared_error: 30.9504 - output09_mean_squared_error: 41.3600 - output10_mean_squared_error: 30.2381 - output11_mean_squared_error: 34.3778 - output12_mean_squared_error: 35.0513 - output13_mean_squared_error: 37.3181 - output14_mean_squared_error: 33.9234 - output15_mean_squared_error: 42.4165 - output16_mean_squared_error: 30.6876 - output17_mean_squared_error: 55.9479 - output18_mean_squared_error: 28.4612 - output19_mean_squared_error: 31.1019 - output20_mean_squared_error: 30.3324 - output21_mean_squared_error: 54.8306 - output22_mean_squared_error: 35.1222 - output23_mean_squared_error: 24.2007 - output24_mean_squared_error: 39.8974 - output25_mean_squared_error: 44.6341 - output26_mean_squared_error: 25.3213 - output27_mean_squared_error: 45.5060 - output28_mean_squared_error: 40.8779 - output29_mean_squared_error: 50.2721 Epoch 88/2000 121/121 [==============================] - 0s 1ms/step - loss: 1134.7009 - output00_loss: 20.9956 - output01_loss: 26.9119 - output02_loss: 40.0555 - output03_loss: 53.6841 - output04_loss: 45.4690 - output05_loss: 35.5622 - output06_loss: 40.3791 - output07_loss: 51.1679 - output08_loss: 30.8757 - output09_loss: 41.2672 - output10_loss: 30.1612 - output11_loss: 34.3129 - output12_loss: 34.9865 - output13_loss: 37.2304 - output14_loss: 33.8815 - output15_loss: 42.3890 - output16_loss: 30.6300 - output17_loss: 55.8277 - output18_loss: 28.3945 - output19_loss: 30.5871 - output20_loss: 30.2582 - output21_loss: 54.7460 - output22_loss: 35.0786 - output23_loss: 24.1589 - output24_loss: 39.8256 - output25_loss: 44.5470 - output26_loss: 25.2661 - output27_loss: 45.4487 - output28_loss: 40.5681 - output29_loss: 50.0347 - output00_mean_squared_error: 20.9956 - output01_mean_squared_error: 26.9119 - output02_mean_squared_error: 40.0555 - output03_mean_squared_error: 53.6841 - output04_mean_squared_error: 45.4690 - output05_mean_squared_error: 35.5622 - output06_mean_squared_error: 40.3791 - output07_mean_squared_error: 51.1679 - output08_mean_squared_error: 30.8757 - output09_mean_squared_error: 41.2672 - output10_mean_squared_error: 30.1612 - output11_mean_squared_error: 34.3129 - output12_mean_squared_error: 34.9865 - output13_mean_squared_error: 37.2304 - output14_mean_squared_error: 33.8815 - output15_mean_squared_error: 42.3890 - output16_mean_squared_error: 30.6300 - output17_mean_squared_error: 55.8277 - output18_mean_squared_error: 28.3945 - output19_mean_squared_error: 30.5871 - output20_mean_squared_error: 30.2582 - output21_mean_squared_error: 54.7460 - output22_mean_squared_error: 35.0786 - output23_mean_squared_error: 24.1589 - output24_mean_squared_error: 39.8256 - output25_mean_squared_error: 44.5470 - output26_mean_squared_error: 25.2661 - output27_mean_squared_error: 45.4487 - output28_mean_squared_error: 40.5681 - output29_mean_squared_error: 50.0347 Epoch 89/2000 121/121 [==============================] - 0s 1ms/step - loss: 1131.5775 - output00_loss: 20.9403 - output01_loss: 26.8763 - output02_loss: 40.0137 - output03_loss: 53.6134 - output04_loss: 45.2109 - output05_loss: 35.4547 - output06_loss: 40.2263 - output07_loss: 51.0707 - output08_loss: 30.8014 - output09_loss: 41.1747 - output10_loss: 30.0850 - output11_loss: 34.2482 - output12_loss: 34.9219 - output13_loss: 37.1476 - output14_loss: 33.8396 - output15_loss: 42.3616 - output16_loss: 30.5727 - output17_loss: 55.7078 - output18_loss: 28.3279 - output19_loss: 30.0876 - output20_loss: 30.1873 - output21_loss: 54.6615 - output22_loss: 35.0351 - output23_loss: 24.1173 - output24_loss: 39.7541 - output25_loss: 44.4603 - output26_loss: 25.2113 - output27_loss: 45.3914 - output28_loss: 40.2697 - output29_loss: 49.8069 - output00_mean_squared_error: 20.9403 - output01_mean_squared_error: 26.8763 - output02_mean_squared_error: 40.0137 - output03_mean_squared_error: 53.6134 - output04_mean_squared_error: 45.2109 - output05_mean_squared_error: 35.4547 - output06_mean_squared_error: 40.2263 - output07_mean_squared_error: 51.0707 - output08_mean_squared_error: 30.8014 - output09_mean_squared_error: 41.1747 - output10_mean_squared_error: 30.0850 - output11_mean_squared_error: 34.2482 - output12_mean_squared_error: 34.9219 - output13_mean_squared_error: 37.1476 - output14_mean_squared_error: 33.8396 - output15_mean_squared_error: 42.3616 - output16_mean_squared_error: 30.5727 - output17_mean_squared_error: 55.7078 - output18_mean_squared_error: 28.3279 - output19_mean_squared_error: 30.0876 - output20_mean_squared_error: 30.1873 - output21_mean_squared_error: 54.6615 - output22_mean_squared_error: 35.0351 - output23_mean_squared_error: 24.1173 - output24_mean_squared_error: 39.7541 - output25_mean_squared_error: 44.4603 - output26_mean_squared_error: 25.2113 - output27_mean_squared_error: 45.3914 - output28_mean_squared_error: 40.2697 - output29_mean_squared_error: 49.8069 Epoch 90/2000 121/121 [==============================] - 0s 684us/step - loss: 1128.5228 - output00_loss: 20.8856 - output01_loss: 26.8417 - output02_loss: 39.9718 - output03_loss: 53.5431 - output04_loss: 44.9630 - output05_loss: 35.3480 - output06_loss: 40.0805 - output07_loss: 50.9750 - output08_loss: 30.7274 - output09_loss: 41.0825 - output10_loss: 30.0094 - output11_loss: 34.1838 - output12_loss: 34.8575 - output13_loss: 37.0693 - output14_loss: 33.7978 - output15_loss: 42.3344 - output16_loss: 30.5158 - output17_loss: 55.5881 - output18_loss: 28.2616 - output19_loss: 29.6033 - output20_loss: 30.1197 - output21_loss: 54.5772 - output22_loss: 34.9917 - output23_loss: 24.0758 - output24_loss: 39.6827 - output25_loss: 44.3742 - output26_loss: 25.1568 - output27_loss: 45.3342 - output28_loss: 39.9825 - output29_loss: 49.5884 - output00_mean_squared_error: 20.8856 - output01_mean_squared_error: 26.8417 - output02_mean_squared_error: 39.9718 - output03_mean_squared_error: 53.5431 - output04_mean_squared_error: 44.9630 - output05_mean_squared_error: 35.3480 - output06_mean_squared_error: 40.0805 - output07_mean_squared_error: 50.9750 - output08_mean_squared_error: 30.7274 - output09_mean_squared_error: 41.0825 - output10_mean_squared_error: 30.0094 - output11_mean_squared_error: 34.1838 - output12_mean_squared_error: 34.8575 - output13_mean_squared_error: 37.0693 - output14_mean_squared_error: 33.7978 - output15_mean_squared_error: 42.3344 - output16_mean_squared_error: 30.5158 - output17_mean_squared_error: 55.5881 - output18_mean_squared_error: 28.2616 - output19_mean_squared_error: 29.6033 - output20_mean_squared_error: 30.1197 - output21_mean_squared_error: 54.5772 - output22_mean_squared_error: 34.9917 - output23_mean_squared_error: 24.0758 - output24_mean_squared_error: 39.6827 - output25_mean_squared_error: 44.3742 - output26_mean_squared_error: 25.1568 - output27_mean_squared_error: 45.3342 - output28_mean_squared_error: 39.9825 - output29_mean_squared_error: 49.5884 Epoch 91/2000 121/121 [==============================] - 0s 912us/step - loss: 1125.5344 - output00_loss: 20.8314 - output01_loss: 26.8080 - output02_loss: 39.9298 - output03_loss: 53.4731 - output04_loss: 44.7249 - output05_loss: 35.2421 - output06_loss: 39.9414 - output07_loss: 50.8808 - output08_loss: 30.6538 - output09_loss: 40.9906 - output10_loss: 29.9346 - output11_loss: 34.1196 - output12_loss: 34.7933 - output13_loss: 36.9952 - output14_loss: 33.7559 - output15_loss: 42.3073 - output16_loss: 30.4592 - output17_loss: 55.4686 - output18_loss: 28.1955 - output19_loss: 29.1336 - output20_loss: 30.0551 - output21_loss: 54.4930 - output22_loss: 34.9483 - output23_loss: 24.0345 - output24_loss: 39.6116 - output25_loss: 44.2885 - output26_loss: 25.1026 - output27_loss: 45.2771 - output28_loss: 39.7061 - output29_loss: 49.3789 - output00_mean_squared_error: 20.8314 - output01_mean_squared_error: 26.8080 - output02_mean_squared_error: 39.9298 - output03_mean_squared_error: 53.4731 - output04_mean_squared_error: 44.7249 - output05_mean_squared_error: 35.2421 - output06_mean_squared_error: 39.9414 - output07_mean_squared_error: 50.8808 - output08_mean_squared_error: 30.6538 - output09_mean_squared_error: 40.9906 - output10_mean_squared_error: 29.9346 - output11_mean_squared_error: 34.1196 - output12_mean_squared_error: 34.7933 - output13_mean_squared_error: 36.9952 - output14_mean_squared_error: 33.7559 - output15_mean_squared_error: 42.3073 - output16_mean_squared_error: 30.4592 - output17_mean_squared_error: 55.4686 - output18_mean_squared_error: 28.1955 - output19_mean_squared_error: 29.1336 - output20_mean_squared_error: 30.0551 - output21_mean_squared_error: 54.4930 - output22_mean_squared_error: 34.9483 - output23_mean_squared_error: 24.0345 - output24_mean_squared_error: 39.6116 - output25_mean_squared_error: 44.2885 - output26_mean_squared_error: 25.1026 - output27_mean_squared_error: 45.2771 - output28_mean_squared_error: 39.7061 - output29_mean_squared_error: 49.3789 Epoch 92/2000 121/121 [==============================] - 0s 1ms/step - loss: 1122.6101 - output00_loss: 20.7777 - output01_loss: 26.7752 - output02_loss: 39.8877 - output03_loss: 53.4034 - output04_loss: 44.4963 - output05_loss: 35.1369 - output06_loss: 39.8086 - output07_loss: 50.7879 - output08_loss: 30.5805 - output09_loss: 40.8990 - output10_loss: 29.8605 - output11_loss: 34.0557 - output12_loss: 34.7294 - output13_loss: 36.9252 - output14_loss: 33.7140 - output15_loss: 42.2803 - output16_loss: 30.4028 - output17_loss: 55.3494 - output18_loss: 28.1296 - output19_loss: 28.6783 - output20_loss: 29.9932 - output21_loss: 54.4090 - output22_loss: 34.9051 - output23_loss: 23.9933 - output24_loss: 39.5407 - output25_loss: 44.2033 - output26_loss: 25.0487 - output27_loss: 45.2201 - output28_loss: 39.4401 - output29_loss: 49.1781 - output00_mean_squared_error: 20.7777 - output01_mean_squared_error: 26.7752 - output02_mean_squared_error: 39.8877 - output03_mean_squared_error: 53.4034 - output04_mean_squared_error: 44.4963 - output05_mean_squared_error: 35.1369 - output06_mean_squared_error: 39.8086 - output07_mean_squared_error: 50.7879 - output08_mean_squared_error: 30.5805 - output09_mean_squared_error: 40.8990 - output10_mean_squared_error: 29.8605 - output11_mean_squared_error: 34.0557 - output12_mean_squared_error: 34.7294 - output13_mean_squared_error: 36.9252 - output14_mean_squared_error: 33.7140 - output15_mean_squared_error: 42.2803 - output16_mean_squared_error: 30.4028 - output17_mean_squared_error: 55.3494 - output18_mean_squared_error: 28.1296 - output19_mean_squared_error: 28.6783 - output20_mean_squared_error: 29.9932 - output21_mean_squared_error: 54.4090 - output22_mean_squared_error: 34.9051 - output23_mean_squared_error: 23.9933 - output24_mean_squared_error: 39.5407 - output25_mean_squared_error: 44.2033 - output26_mean_squared_error: 25.0487 - output27_mean_squared_error: 45.2201 - output28_mean_squared_error: 39.4401 - output29_mean_squared_error: 49.1781 Epoch 93/2000 121/121 [==============================] - 0s 2ms/step - loss: 1119.7474 - output00_loss: 20.7244 - output01_loss: 26.7431 - output02_loss: 39.8455 - output03_loss: 53.3341 - output04_loss: 44.2769 - output05_loss: 35.0325 - output06_loss: 39.6820 - output07_loss: 50.6961 - output08_loss: 30.5075 - output09_loss: 40.8078 - output10_loss: 29.7870 - output11_loss: 33.9921 - output12_loss: 34.6656 - output13_loss: 36.8590 - output14_loss: 33.6722 - output15_loss: 42.2534 - output16_loss: 30.3469 - output17_loss: 55.2303 - output18_loss: 28.0639 - output19_loss: 28.2371 - output20_loss: 29.9340 - output21_loss: 54.3252 - output22_loss: 34.8619 - output23_loss: 23.9523 - output24_loss: 39.4700 - output25_loss: 44.1186 - output26_loss: 24.9951 - output27_loss: 45.1632 - output28_loss: 39.1842 - output29_loss: 48.9856 - output00_mean_squared_error: 20.7244 - output01_mean_squared_error: 26.7431 - output02_mean_squared_error: 39.8455 - output03_mean_squared_error: 53.3341 - output04_mean_squared_error: 44.2769 - output05_mean_squared_error: 35.0325 - output06_mean_squared_error: 39.6820 - output07_mean_squared_error: 50.6961 - output08_mean_squared_error: 30.5075 - output09_mean_squared_error: 40.8078 - output10_mean_squared_error: 29.7870 - output11_mean_squared_error: 33.9921 - output12_mean_squared_error: 34.6656 - output13_mean_squared_error: 36.8590 - output14_mean_squared_error: 33.6722 - output15_mean_squared_error: 42.2534 - output16_mean_squared_error: 30.3469 - output17_mean_squared_error: 55.2303 - output18_mean_squared_error: 28.0639 - output19_mean_squared_error: 28.2371 - output20_mean_squared_error: 29.9340 - output21_mean_squared_error: 54.3252 - output22_mean_squared_error: 34.8619 - output23_mean_squared_error: 23.9523 - output24_mean_squared_error: 39.4700 - output25_mean_squared_error: 44.1186 - output26_mean_squared_error: 24.9951 - output27_mean_squared_error: 45.1632 - output28_mean_squared_error: 39.1842 - output29_mean_squared_error: 48.9856 Epoch 94/2000 121/121 [==============================] - 0s 984us/step - loss: 1116.9438 - output00_loss: 20.6716 - output01_loss: 26.7116 - output02_loss: 39.8032 - output03_loss: 53.2650 - output04_loss: 44.0663 - output05_loss: 34.9289 - output06_loss: 39.5612 - output07_loss: 50.6055 - output08_loss: 30.4349 - output09_loss: 40.7169 - output10_loss: 29.7142 - output11_loss: 33.9287 - output12_loss: 34.6021 - output13_loss: 36.7963 - output14_loss: 33.6303 - output15_loss: 42.2265 - output16_loss: 30.2912 - output17_loss: 55.1114 - output18_loss: 27.9983 - output19_loss: 27.8095 - output20_loss: 29.8772 - output21_loss: 54.2416 - output22_loss: 34.8188 - output23_loss: 23.9114 - output24_loss: 39.3996 - output25_loss: 44.0344 - output26_loss: 24.9418 - output27_loss: 45.1063 - output28_loss: 38.9380 - output29_loss: 48.8011 - output00_mean_squared_error: 20.6716 - output01_mean_squared_error: 26.7116 - output02_mean_squared_error: 39.8032 - output03_mean_squared_error: 53.2650 - output04_mean_squared_error: 44.0663 - output05_mean_squared_error: 34.9289 - output06_mean_squared_error: 39.5612 - output07_mean_squared_error: 50.6055 - output08_mean_squared_error: 30.4349 - output09_mean_squared_error: 40.7169 - output10_mean_squared_error: 29.7142 - output11_mean_squared_error: 33.9287 - output12_mean_squared_error: 34.6021 - output13_mean_squared_error: 36.7963 - output14_mean_squared_error: 33.6303 - output15_mean_squared_error: 42.2265 - output16_mean_squared_error: 30.2912 - output17_mean_squared_error: 55.1114 - output18_mean_squared_error: 27.9983 - output19_mean_squared_error: 27.8095 - output20_mean_squared_error: 29.8772 - output21_mean_squared_error: 54.2416 - output22_mean_squared_error: 34.8188 - output23_mean_squared_error: 23.9114 - output24_mean_squared_error: 39.3996 - output25_mean_squared_error: 44.0344 - output26_mean_squared_error: 24.9418 - output27_mean_squared_error: 45.1063 - output28_mean_squared_error: 38.9380 - output29_mean_squared_error: 48.8011 Epoch 95/2000 121/121 [==============================] - 0s 1ms/step - loss: 1114.1978 - output00_loss: 20.6193 - output01_loss: 26.6807 - output02_loss: 39.7609 - output03_loss: 53.1963 - output04_loss: 43.8643 - output05_loss: 34.8260 - output06_loss: 39.4460 - output07_loss: 50.5159 - output08_loss: 30.3626 - output09_loss: 40.6262 - output10_loss: 29.6420 - output11_loss: 33.8656 - output12_loss: 34.5388 - output13_loss: 36.7370 - output14_loss: 33.5885 - output15_loss: 42.1997 - output16_loss: 30.2358 - output17_loss: 54.9927 - output18_loss: 27.9330 - output19_loss: 27.3952 - output20_loss: 29.8226 - output21_loss: 54.1581 - output22_loss: 34.7759 - output23_loss: 23.8706 - output24_loss: 39.3293 - output25_loss: 43.9507 - output26_loss: 24.8888 - output27_loss: 45.0496 - output28_loss: 38.7013 - output29_loss: 48.6243 - output00_mean_squared_error: 20.6193 - output01_mean_squared_error: 26.6807 - output02_mean_squared_error: 39.7609 - output03_mean_squared_error: 53.1963 - output04_mean_squared_error: 43.8643 - output05_mean_squared_error: 34.8260 - output06_mean_squared_error: 39.4460 - output07_mean_squared_error: 50.5159 - output08_mean_squared_error: 30.3626 - output09_mean_squared_error: 40.6262 - output10_mean_squared_error: 29.6420 - output11_mean_squared_error: 33.8656 - output12_mean_squared_error: 34.5388 - output13_mean_squared_error: 36.7370 - output14_mean_squared_error: 33.5885 - output15_mean_squared_error: 42.1997 - output16_mean_squared_error: 30.2358 - output17_mean_squared_error: 54.9927 - output18_mean_squared_error: 27.9330 - output19_mean_squared_error: 27.3952 - output20_mean_squared_error: 29.8226 - output21_mean_squared_error: 54.1581 - output22_mean_squared_error: 34.7759 - output23_mean_squared_error: 23.8706 - output24_mean_squared_error: 39.3293 - output25_mean_squared_error: 43.9507 - output26_mean_squared_error: 24.8888 - output27_mean_squared_error: 45.0496 - output28_mean_squared_error: 38.7013 - output29_mean_squared_error: 48.6243 Epoch 96/2000 121/121 [==============================] - 0s 1ms/step - loss: 1111.5071 - output00_loss: 20.5675 - output01_loss: 26.6503 - output02_loss: 39.7184 - output03_loss: 53.1279 - output04_loss: 43.6705 - output05_loss: 34.7239 - output06_loss: 39.3361 - output07_loss: 50.4271 - output08_loss: 30.2907 - output09_loss: 40.5359 - output10_loss: 29.5706 - output11_loss: 33.8028 - output12_loss: 34.4756 - output13_loss: 36.6808 - output14_loss: 33.5467 - output15_loss: 42.1728 - output16_loss: 30.1808 - output17_loss: 54.8742 - output18_loss: 27.8679 - output19_loss: 26.9939 - output20_loss: 29.7702 - output21_loss: 54.0749 - output22_loss: 34.7330 - output23_loss: 23.8301 - output24_loss: 39.2593 - output25_loss: 43.8674 - output26_loss: 24.8361 - output27_loss: 44.9930 - output28_loss: 38.4738 - output29_loss: 48.4549 - output00_mean_squared_error: 20.5675 - output01_mean_squared_error: 26.6503 - output02_mean_squared_error: 39.7184 - output03_mean_squared_error: 53.1279 - output04_mean_squared_error: 43.6705 - output05_mean_squared_error: 34.7239 - output06_mean_squared_error: 39.3361 - output07_mean_squared_error: 50.4271 - output08_mean_squared_error: 30.2907 - output09_mean_squared_error: 40.5359 - output10_mean_squared_error: 29.5706 - output11_mean_squared_error: 33.8028 - output12_mean_squared_error: 34.4756 - output13_mean_squared_error: 36.6808 - output14_mean_squared_error: 33.5467 - output15_mean_squared_error: 42.1728 - output16_mean_squared_error: 30.1808 - output17_mean_squared_error: 54.8742 - output18_mean_squared_error: 27.8679 - output19_mean_squared_error: 26.9939 - output20_mean_squared_error: 29.7702 - output21_mean_squared_error: 54.0749 - output22_mean_squared_error: 34.7330 - output23_mean_squared_error: 23.8301 - output24_mean_squared_error: 39.2593 - output25_mean_squared_error: 43.8674 - output26_mean_squared_error: 24.8361 - output27_mean_squared_error: 44.9930 - output28_mean_squared_error: 38.4738 - output29_mean_squared_error: 48.4549 Epoch 97/2000 121/121 [==============================] - 0s 1ms/step - loss: 1108.8691 - output00_loss: 20.5161 - output01_loss: 26.6203 - output02_loss: 39.6759 - output03_loss: 53.0597 - output04_loss: 43.4846 - output05_loss: 34.6224 - output06_loss: 39.2312 - output07_loss: 50.3392 - output08_loss: 30.2192 - output09_loss: 40.4459 - output10_loss: 29.4997 - output11_loss: 33.7403 - output12_loss: 34.4127 - output13_loss: 36.6276 - output14_loss: 33.5049 - output15_loss: 42.1460 - output16_loss: 30.1261 - output17_loss: 54.7558 - output18_loss: 27.8030 - output19_loss: 26.6054 - output20_loss: 29.7196 - output21_loss: 53.9918 - output22_loss: 34.6902 - output23_loss: 23.7896 - output24_loss: 39.1894 - output25_loss: 43.7846 - output26_loss: 24.7837 - output27_loss: 44.9365 - output28_loss: 38.2550 - output29_loss: 48.2927 - output00_mean_squared_error: 20.5161 - output01_mean_squared_error: 26.6203 - output02_mean_squared_error: 39.6759 - output03_mean_squared_error: 53.0597 - output04_mean_squared_error: 43.4846 - output05_mean_squared_error: 34.6224 - output06_mean_squared_error: 39.2312 - output07_mean_squared_error: 50.3392 - output08_mean_squared_error: 30.2192 - output09_mean_squared_error: 40.4459 - output10_mean_squared_error: 29.4997 - output11_mean_squared_error: 33.7403 - output12_mean_squared_error: 34.4127 - output13_mean_squared_error: 36.6276 - output14_mean_squared_error: 33.5049 - output15_mean_squared_error: 42.1460 - output16_mean_squared_error: 30.1261 - output17_mean_squared_error: 54.7558 - output18_mean_squared_error: 27.8030 - output19_mean_squared_error: 26.6054 - output20_mean_squared_error: 29.7196 - output21_mean_squared_error: 53.9918 - output22_mean_squared_error: 34.6902 - output23_mean_squared_error: 23.7896 - output24_mean_squared_error: 39.1894 - output25_mean_squared_error: 43.7846 - output26_mean_squared_error: 24.7837 - output27_mean_squared_error: 44.9365 - output28_mean_squared_error: 38.2550 - output29_mean_squared_error: 48.2927 Epoch 98/2000 121/121 [==============================] - 0s 674us/step - loss: 1106.2828 - output00_loss: 20.4652 - output01_loss: 26.5907 - output02_loss: 39.6333 - output03_loss: 52.9919 - output04_loss: 43.3064 - output05_loss: 34.5218 - output06_loss: 39.1311 - output07_loss: 50.2521 - output08_loss: 30.1480 - output09_loss: 40.3562 - output10_loss: 29.4295 - output11_loss: 33.6780 - output12_loss: 34.3499 - output13_loss: 36.5771 - output14_loss: 33.4631 - output15_loss: 42.1192 - output16_loss: 30.0717 - output17_loss: 54.6376 - output18_loss: 27.7383 - output19_loss: 26.2291 - output20_loss: 29.6709 - output21_loss: 53.9089 - output22_loss: 34.6475 - output23_loss: 23.7494 - output24_loss: 39.1198 - output25_loss: 43.7023 - output26_loss: 24.7315 - output27_loss: 44.8801 - output28_loss: 38.0448 - output29_loss: 48.1373 - output00_mean_squared_error: 20.4652 - output01_mean_squared_error: 26.5907 - output02_mean_squared_error: 39.6333 - output03_mean_squared_error: 52.9919 - output04_mean_squared_error: 43.3064 - output05_mean_squared_error: 34.5218 - output06_mean_squared_error: 39.1311 - output07_mean_squared_error: 50.2521 - output08_mean_squared_error: 30.1480 - output09_mean_squared_error: 40.3562 - output10_mean_squared_error: 29.4295 - output11_mean_squared_error: 33.6780 - output12_mean_squared_error: 34.3499 - output13_mean_squared_error: 36.5771 - output14_mean_squared_error: 33.4631 - output15_mean_squared_error: 42.1192 - output16_mean_squared_error: 30.0717 - output17_mean_squared_error: 54.6376 - output18_mean_squared_error: 27.7383 - output19_mean_squared_error: 26.2291 - output20_mean_squared_error: 29.6709 - output21_mean_squared_error: 53.9089 - output22_mean_squared_error: 34.6475 - output23_mean_squared_error: 23.7494 - output24_mean_squared_error: 39.1198 - output25_mean_squared_error: 43.7023 - output26_mean_squared_error: 24.7315 - output27_mean_squared_error: 44.8801 - output28_mean_squared_error: 38.0448 - output29_mean_squared_error: 48.1373 Epoch 99/2000 121/121 [==============================] - 0s 578us/step - loss: 1103.7457 - output00_loss: 20.4147 - output01_loss: 26.5615 - output02_loss: 39.5906 - output03_loss: 52.9244 - output04_loss: 43.1355 - output05_loss: 34.4218 - output06_loss: 39.0355 - output07_loss: 50.1656 - output08_loss: 30.0771 - output09_loss: 40.2668 - output10_loss: 29.3600 - output11_loss: 33.6159 - output12_loss: 34.2873 - output13_loss: 36.5293 - output14_loss: 33.4214 - output15_loss: 42.0924 - output16_loss: 30.0176 - output17_loss: 54.5196 - output18_loss: 27.6738 - output19_loss: 25.8649 - output20_loss: 29.6238 - output21_loss: 53.8262 - output22_loss: 34.6049 - output23_loss: 23.7093 - output24_loss: 39.0504 - output25_loss: 43.6204 - output26_loss: 24.6797 - output27_loss: 44.8238 - output28_loss: 37.8429 - output29_loss: 47.9885 - output00_mean_squared_error: 20.4147 - output01_mean_squared_error: 26.5615 - output02_mean_squared_error: 39.5906 - output03_mean_squared_error: 52.9244 - output04_mean_squared_error: 43.1355 - output05_mean_squared_error: 34.4218 - output06_mean_squared_error: 39.0355 - output07_mean_squared_error: 50.1656 - output08_mean_squared_error: 30.0771 - output09_mean_squared_error: 40.2668 - output10_mean_squared_error: 29.3600 - output11_mean_squared_error: 33.6159 - output12_mean_squared_error: 34.2873 - output13_mean_squared_error: 36.5293 - output14_mean_squared_error: 33.4214 - output15_mean_squared_error: 42.0924 - output16_mean_squared_error: 30.0176 - output17_mean_squared_error: 54.5196 - output18_mean_squared_error: 27.6738 - output19_mean_squared_error: 25.8649 - output20_mean_squared_error: 29.6238 - output21_mean_squared_error: 53.8262 - output22_mean_squared_error: 34.6049 - output23_mean_squared_error: 23.7093 - output24_mean_squared_error: 39.0504 - output25_mean_squared_error: 43.6204 - output26_mean_squared_error: 24.6797 - output27_mean_squared_error: 44.8238 - output28_mean_squared_error: 37.8429 - output29_mean_squared_error: 47.9885 Epoch 100/2000 121/121 [==============================] - 0s 970us/step - loss: 1101.2565 - output00_loss: 20.3647 - output01_loss: 26.5326 - output02_loss: 39.5479 - output03_loss: 52.8572 - output04_loss: 42.9717 - output05_loss: 34.3226 - output06_loss: 38.9443 - output07_loss: 50.0797 - output08_loss: 30.0066 - output09_loss: 40.1778 - output10_loss: 29.2910 - output11_loss: 33.5542 - output12_loss: 34.2249 - output13_loss: 36.4839 - output14_loss: 33.3797 - output15_loss: 42.0655 - output16_loss: 29.9638 - output17_loss: 54.4018 - output18_loss: 27.6096 - output19_loss: 25.5125 - output20_loss: 29.5782 - output21_loss: 53.7437 - output22_loss: 34.5625 - output23_loss: 23.6693 - output24_loss: 38.9813 - output25_loss: 43.5390 - output26_loss: 24.6282 - output27_loss: 44.7676 - output28_loss: 37.6489 - output29_loss: 47.8461 - output00_mean_squared_error: 20.3647 - output01_mean_squared_error: 26.5326 - output02_mean_squared_error: 39.5479 - output03_mean_squared_error: 52.8572 - output04_mean_squared_error: 42.9717 - output05_mean_squared_error: 34.3226 - output06_mean_squared_error: 38.9443 - output07_mean_squared_error: 50.0797 - output08_mean_squared_error: 30.0066 - output09_mean_squared_error: 40.1778 - output10_mean_squared_error: 29.2910 - output11_mean_squared_error: 33.5542 - output12_mean_squared_error: 34.2249 - output13_mean_squared_error: 36.4839 - output14_mean_squared_error: 33.3797 - output15_mean_squared_error: 42.0655 - output16_mean_squared_error: 29.9638 - output17_mean_squared_error: 54.4018 - output18_mean_squared_error: 27.6096 - output19_mean_squared_error: 25.5125 - output20_mean_squared_error: 29.5782 - output21_mean_squared_error: 53.7437 - output22_mean_squared_error: 34.5625 - output23_mean_squared_error: 23.6693 - output24_mean_squared_error: 38.9813 - output25_mean_squared_error: 43.5390 - output26_mean_squared_error: 24.6282 - output27_mean_squared_error: 44.7676 - output28_mean_squared_error: 37.6489 - output29_mean_squared_error: 47.8461 Epoch 101/2000 121/121 [==============================] - 0s 611us/step - loss: 1098.8132 - output00_loss: 20.3151 - output01_loss: 26.5039 - output02_loss: 39.5051 - output03_loss: 52.7904 - output04_loss: 42.8148 - output05_loss: 34.2240 - output06_loss: 38.8573 - output07_loss: 49.9944 - output08_loss: 29.9364 - output09_loss: 40.0890 - output10_loss: 29.2227 - output11_loss: 33.4927 - output12_loss: 34.1627 - output13_loss: 36.4408 - output14_loss: 33.3381 - output15_loss: 42.0386 - output16_loss: 29.9103 - output17_loss: 54.2841 - output18_loss: 27.5455 - output19_loss: 25.1714 - output20_loss: 29.5340 - output21_loss: 53.6614 - output22_loss: 34.5201 - output23_loss: 23.6295 - output24_loss: 38.9123 - output25_loss: 43.4581 - output26_loss: 24.5769 - output27_loss: 44.7115 - output28_loss: 37.4625 - output29_loss: 47.7096 - output00_mean_squared_error: 20.3151 - output01_mean_squared_error: 26.5039 - output02_mean_squared_error: 39.5051 - output03_mean_squared_error: 52.7904 - output04_mean_squared_error: 42.8148 - output05_mean_squared_error: 34.2240 - output06_mean_squared_error: 38.8573 - output07_mean_squared_error: 49.9944 - output08_mean_squared_error: 29.9364 - output09_mean_squared_error: 40.0890 - output10_mean_squared_error: 29.2227 - output11_mean_squared_error: 33.4927 - output12_mean_squared_error: 34.1627 - output13_mean_squared_error: 36.4408 - output14_mean_squared_error: 33.3381 - output15_mean_squared_error: 42.0386 - output16_mean_squared_error: 29.9103 - output17_mean_squared_error: 54.2841 - output18_mean_squared_error: 27.5455 - output19_mean_squared_error: 25.1714 - output20_mean_squared_error: 29.5340 - output21_mean_squared_error: 53.6614 - output22_mean_squared_error: 34.5201 - output23_mean_squared_error: 23.6295 - output24_mean_squared_error: 38.9123 - output25_mean_squared_error: 43.4581 - output26_mean_squared_error: 24.5769 - output27_mean_squared_error: 44.7115 - output28_mean_squared_error: 37.4625 - output29_mean_squared_error: 47.7096 Epoch 102/2000 121/121 [==============================] - 0s 946us/step - loss: 1096.4143 - output00_loss: 20.2660 - output01_loss: 26.4754 - output02_loss: 39.4623 - output03_loss: 52.7238 - output04_loss: 42.6644 - output05_loss: 34.1262 - output06_loss: 38.7741 - output07_loss: 49.9096 - output08_loss: 29.8666 - output09_loss: 40.0006 - output10_loss: 29.1551 - output11_loss: 33.4314 - output12_loss: 34.1007 - output13_loss: 36.3998 - output14_loss: 33.2965 - output15_loss: 42.0117 - output16_loss: 29.8572 - output17_loss: 54.1665 - output18_loss: 27.4816 - output19_loss: 24.8415 - output20_loss: 29.4911 - output21_loss: 53.5793 - output22_loss: 34.4778 - output23_loss: 23.5898 - output24_loss: 38.8436 - output25_loss: 43.3776 - output26_loss: 24.5260 - output27_loss: 44.6556 - output28_loss: 37.2836 - output29_loss: 47.5790 - output00_mean_squared_error: 20.2660 - output01_mean_squared_error: 26.4754 - output02_mean_squared_error: 39.4623 - output03_mean_squared_error: 52.7238 - output04_mean_squared_error: 42.6644 - output05_mean_squared_error: 34.1262 - output06_mean_squared_error: 38.7741 - output07_mean_squared_error: 49.9096 - output08_mean_squared_error: 29.8666 - output09_mean_squared_error: 40.0006 - output10_mean_squared_error: 29.1551 - output11_mean_squared_error: 33.4314 - output12_mean_squared_error: 34.1007 - output13_mean_squared_error: 36.3998 - output14_mean_squared_error: 33.2965 - output15_mean_squared_error: 42.0117 - output16_mean_squared_error: 29.8572 - output17_mean_squared_error: 54.1665 - output18_mean_squared_error: 27.4816 - output19_mean_squared_error: 24.8415 - output20_mean_squared_error: 29.4911 - output21_mean_squared_error: 53.5793 - output22_mean_squared_error: 34.4778 - output23_mean_squared_error: 23.5898 - output24_mean_squared_error: 38.8436 - output25_mean_squared_error: 43.3776 - output26_mean_squared_error: 24.5260 - output27_mean_squared_error: 44.6556 - output28_mean_squared_error: 37.2836 - output29_mean_squared_error: 47.5790 Epoch 103/2000 121/121 [==============================] - 0s 900us/step - loss: 1094.0580 - output00_loss: 20.2173 - output01_loss: 26.4471 - output02_loss: 39.4194 - output03_loss: 52.6575 - output04_loss: 42.5203 - output05_loss: 34.0291 - output06_loss: 38.6947 - output07_loss: 49.8253 - output08_loss: 29.7972 - output09_loss: 39.9124 - output10_loss: 29.0880 - output11_loss: 33.3704 - output12_loss: 34.0389 - output13_loss: 36.3607 - output14_loss: 33.2550 - output15_loss: 41.9848 - output16_loss: 29.8043 - output17_loss: 54.0492 - output18_loss: 27.4180 - output19_loss: 24.5224 - output20_loss: 29.4494 - output21_loss: 53.4974 - output22_loss: 34.4356 - output23_loss: 23.5503 - output24_loss: 38.7750 - output25_loss: 43.2975 - output26_loss: 24.4753 - output27_loss: 44.5998 - output28_loss: 37.1117 - output29_loss: 47.4539 - output00_mean_squared_error: 20.2173 - output01_mean_squared_error: 26.4471 - output02_mean_squared_error: 39.4194 - output03_mean_squared_error: 52.6575 - output04_mean_squared_error: 42.5203 - output05_mean_squared_error: 34.0291 - output06_mean_squared_error: 38.6947 - output07_mean_squared_error: 49.8253 - output08_mean_squared_error: 29.7972 - output09_mean_squared_error: 39.9124 - output10_mean_squared_error: 29.0880 - output11_mean_squared_error: 33.3704 - output12_mean_squared_error: 34.0389 - output13_mean_squared_error: 36.3607 - output14_mean_squared_error: 33.2550 - output15_mean_squared_error: 41.9848 - output16_mean_squared_error: 29.8043 - output17_mean_squared_error: 54.0492 - output18_mean_squared_error: 27.4180 - output19_mean_squared_error: 24.5224 - output20_mean_squared_error: 29.4494 - output21_mean_squared_error: 53.4974 - output22_mean_squared_error: 34.4356 - output23_mean_squared_error: 23.5503 - output24_mean_squared_error: 38.7750 - output25_mean_squared_error: 43.2975 - output26_mean_squared_error: 24.4753 - output27_mean_squared_error: 44.5998 - output28_mean_squared_error: 37.1117 - output29_mean_squared_error: 47.4539 Epoch 104/2000 121/121 [==============================] - 0s 1ms/step - loss: 1091.7430 - output00_loss: 20.1690 - output01_loss: 26.4190 - output02_loss: 39.3765 - output03_loss: 52.5915 - output04_loss: 42.3822 - output05_loss: 33.9327 - output06_loss: 38.6188 - output07_loss: 49.7414 - output08_loss: 29.7281 - output09_loss: 39.8246 - output10_loss: 29.0215 - output11_loss: 33.3097 - output12_loss: 33.9772 - output13_loss: 36.3236 - output14_loss: 33.2135 - output15_loss: 41.9578 - output16_loss: 29.7517 - output17_loss: 53.9320 - output18_loss: 27.3546 - output19_loss: 24.2138 - output20_loss: 29.4088 - output21_loss: 53.4157 - output22_loss: 34.3936 - output23_loss: 23.5110 - output24_loss: 38.7068 - output25_loss: 43.2179 - output26_loss: 24.4250 - output27_loss: 44.5441 - output28_loss: 36.9468 - output29_loss: 47.3342 - output00_mean_squared_error: 20.1690 - output01_mean_squared_error: 26.4190 - output02_mean_squared_error: 39.3765 - output03_mean_squared_error: 52.5915 - output04_mean_squared_error: 42.3822 - output05_mean_squared_error: 33.9327 - output06_mean_squared_error: 38.6188 - output07_mean_squared_error: 49.7414 - output08_mean_squared_error: 29.7281 - output09_mean_squared_error: 39.8246 - output10_mean_squared_error: 29.0215 - output11_mean_squared_error: 33.3097 - output12_mean_squared_error: 33.9772 - output13_mean_squared_error: 36.3236 - output14_mean_squared_error: 33.2135 - output15_mean_squared_error: 41.9578 - output16_mean_squared_error: 29.7517 - output17_mean_squared_error: 53.9320 - output18_mean_squared_error: 27.3546 - output19_mean_squared_error: 24.2138 - output20_mean_squared_error: 29.4088 - output21_mean_squared_error: 53.4157 - output22_mean_squared_error: 34.3936 - output23_mean_squared_error: 23.5110 - output24_mean_squared_error: 38.7068 - output25_mean_squared_error: 43.2179 - output26_mean_squared_error: 24.4250 - output27_mean_squared_error: 44.5441 - output28_mean_squared_error: 36.9468 - output29_mean_squared_error: 47.3342 Epoch 105/2000 121/121 [==============================] - 0s 1ms/step - loss: 1089.4677 - output00_loss: 20.1211 - output01_loss: 26.3910 - output02_loss: 39.3335 - output03_loss: 52.5259 - output04_loss: 42.2500 - output05_loss: 33.8369 - output06_loss: 38.5462 - output07_loss: 49.6579 - output08_loss: 29.6594 - output09_loss: 39.7371 - output10_loss: 28.9557 - output11_loss: 33.2493 - output12_loss: 33.9157 - output13_loss: 36.2881 - output14_loss: 33.1721 - output15_loss: 41.9308 - output16_loss: 29.6994 - output17_loss: 53.8151 - output18_loss: 27.2914 - output19_loss: 23.9154 - output20_loss: 29.3692 - output21_loss: 53.3341 - output22_loss: 34.3516 - output23_loss: 23.4718 - output24_loss: 38.6387 - output25_loss: 43.1387 - output26_loss: 24.3749 - output27_loss: 44.4886 - output28_loss: 36.7884 - output29_loss: 47.2196 - output00_mean_squared_error: 20.1211 - output01_mean_squared_error: 26.3910 - output02_mean_squared_error: 39.3335 - output03_mean_squared_error: 52.5259 - output04_mean_squared_error: 42.2500 - output05_mean_squared_error: 33.8369 - output06_mean_squared_error: 38.5462 - output07_mean_squared_error: 49.6579 - output08_mean_squared_error: 29.6594 - output09_mean_squared_error: 39.7371 - output10_mean_squared_error: 28.9557 - output11_mean_squared_error: 33.2493 - output12_mean_squared_error: 33.9157 - output13_mean_squared_error: 36.2881 - output14_mean_squared_error: 33.1721 - output15_mean_squared_error: 41.9308 - output16_mean_squared_error: 29.6994 - output17_mean_squared_error: 53.8151 - output18_mean_squared_error: 27.2914 - output19_mean_squared_error: 23.9154 - output20_mean_squared_error: 29.3692 - output21_mean_squared_error: 53.3341 - output22_mean_squared_error: 34.3516 - output23_mean_squared_error: 23.4718 - output24_mean_squared_error: 38.6387 - output25_mean_squared_error: 43.1387 - output26_mean_squared_error: 24.3749 - output27_mean_squared_error: 44.4886 - output28_mean_squared_error: 36.7884 - output29_mean_squared_error: 47.2196 Epoch 106/2000 121/121 [==============================] - 0s 683us/step - loss: 1087.2306 - output00_loss: 20.0736 - output01_loss: 26.3631 - output02_loss: 39.2906 - output03_loss: 52.4605 - output04_loss: 42.1234 - output05_loss: 33.7419 - output06_loss: 38.4768 - output07_loss: 49.5747 - output08_loss: 29.5910 - output09_loss: 39.6499 - output10_loss: 28.8904 - output11_loss: 33.1891 - output12_loss: 33.8543 - output13_loss: 36.2543 - output14_loss: 33.1308 - output15_loss: 41.9038 - output16_loss: 29.6475 - output17_loss: 53.6982 - output18_loss: 27.2284 - output19_loss: 23.6271 - output20_loss: 29.3306 - output21_loss: 53.2528 - output22_loss: 34.3097 - output23_loss: 23.4328 - output24_loss: 38.5708 - output25_loss: 43.0600 - output26_loss: 24.3251 - output27_loss: 44.4331 - output28_loss: 36.6365 - output29_loss: 47.1099 - output00_mean_squared_error: 20.0736 - output01_mean_squared_error: 26.3631 - output02_mean_squared_error: 39.2906 - output03_mean_squared_error: 52.4605 - output04_mean_squared_error: 42.1234 - output05_mean_squared_error: 33.7419 - output06_mean_squared_error: 38.4768 - output07_mean_squared_error: 49.5747 - output08_mean_squared_error: 29.5910 - output09_mean_squared_error: 39.6499 - output10_mean_squared_error: 28.8904 - output11_mean_squared_error: 33.1891 - output12_mean_squared_error: 33.8543 - output13_mean_squared_error: 36.2543 - output14_mean_squared_error: 33.1308 - output15_mean_squared_error: 41.9038 - output16_mean_squared_error: 29.6475 - output17_mean_squared_error: 53.6982 - output18_mean_squared_error: 27.2284 - output19_mean_squared_error: 23.6271 - output20_mean_squared_error: 29.3306 - output21_mean_squared_error: 53.2528 - output22_mean_squared_error: 34.3097 - output23_mean_squared_error: 23.4328 - output24_mean_squared_error: 38.5708 - output25_mean_squared_error: 43.0600 - output26_mean_squared_error: 24.3251 - output27_mean_squared_error: 44.4331 - output28_mean_squared_error: 36.6365 - output29_mean_squared_error: 47.1099 Epoch 107/2000 121/121 [==============================] - 0s 1ms/step - loss: 1085.0304 - output00_loss: 20.0266 - output01_loss: 26.3353 - output02_loss: 39.2476 - output03_loss: 52.3954 - output04_loss: 42.0021 - output05_loss: 33.6475 - output06_loss: 38.4104 - output07_loss: 49.4919 - output08_loss: 29.5229 - output09_loss: 39.5630 - output10_loss: 28.8257 - output11_loss: 33.1292 - output12_loss: 33.7932 - output13_loss: 36.2219 - output14_loss: 33.0895 - output15_loss: 41.8768 - output16_loss: 29.5958 - output17_loss: 53.5816 - output18_loss: 27.1656 - output19_loss: 23.3484 - output20_loss: 29.2927 - output21_loss: 53.1717 - output22_loss: 34.2679 - output23_loss: 23.3939 - output24_loss: 38.5032 - output25_loss: 42.9817 - output26_loss: 24.2756 - output27_loss: 44.3778 - output28_loss: 36.4907 - output29_loss: 47.0048 - output00_mean_squared_error: 20.0266 - output01_mean_squared_error: 26.3353 - output02_mean_squared_error: 39.2476 - output03_mean_squared_error: 52.3954 - output04_mean_squared_error: 42.0021 - output05_mean_squared_error: 33.6475 - output06_mean_squared_error: 38.4104 - output07_mean_squared_error: 49.4919 - output08_mean_squared_error: 29.5229 - output09_mean_squared_error: 39.5630 - output10_mean_squared_error: 28.8257 - output11_mean_squared_error: 33.1292 - output12_mean_squared_error: 33.7932 - output13_mean_squared_error: 36.2219 - output14_mean_squared_error: 33.0895 - output15_mean_squared_error: 41.8768 - output16_mean_squared_error: 29.5958 - output17_mean_squared_error: 53.5816 - output18_mean_squared_error: 27.1656 - output19_mean_squared_error: 23.3484 - output20_mean_squared_error: 29.2927 - output21_mean_squared_error: 53.1717 - output22_mean_squared_error: 34.2679 - output23_mean_squared_error: 23.3939 - output24_mean_squared_error: 38.5032 - output25_mean_squared_error: 42.9817 - output26_mean_squared_error: 24.2756 - output27_mean_squared_error: 44.3778 - output28_mean_squared_error: 36.4907 - output29_mean_squared_error: 47.0048 Epoch 108/2000 121/121 [==============================] - 0s 1ms/step - loss: 1082.8658 - output00_loss: 19.9799 - output01_loss: 26.3076 - output02_loss: 39.2046 - output03_loss: 52.3307 - output04_loss: 41.8859 - output05_loss: 33.5538 - output06_loss: 38.3468 - output07_loss: 49.4093 - output08_loss: 29.4552 - output09_loss: 39.4764 - output10_loss: 28.7616 - output11_loss: 33.0695 - output12_loss: 33.7322 - output13_loss: 36.1910 - output14_loss: 33.0483 - output15_loss: 41.8497 - output16_loss: 29.5444 - output17_loss: 53.4652 - output18_loss: 27.1031 - output19_loss: 23.0791 - output20_loss: 29.2556 - output21_loss: 53.0907 - output22_loss: 34.2263 - output23_loss: 23.3552 - output24_loss: 38.4358 - output25_loss: 42.9039 - output26_loss: 24.2264 - output27_loss: 44.3226 - output28_loss: 36.3507 - output29_loss: 46.9042 - output00_mean_squared_error: 19.9799 - output01_mean_squared_error: 26.3076 - output02_mean_squared_error: 39.2046 - output03_mean_squared_error: 52.3307 - output04_mean_squared_error: 41.8859 - output05_mean_squared_error: 33.5538 - output06_mean_squared_error: 38.3468 - output07_mean_squared_error: 49.4093 - output08_mean_squared_error: 29.4552 - output09_mean_squared_error: 39.4764 - output10_mean_squared_error: 28.7616 - output11_mean_squared_error: 33.0695 - output12_mean_squared_error: 33.7322 - output13_mean_squared_error: 36.1910 - output14_mean_squared_error: 33.0483 - output15_mean_squared_error: 41.8497 - output16_mean_squared_error: 29.5444 - output17_mean_squared_error: 53.4652 - output18_mean_squared_error: 27.1031 - output19_mean_squared_error: 23.0791 - output20_mean_squared_error: 29.2556 - output21_mean_squared_error: 53.0907 - output22_mean_squared_error: 34.2263 - output23_mean_squared_error: 23.3552 - output24_mean_squared_error: 38.4358 - output25_mean_squared_error: 42.9039 - output26_mean_squared_error: 24.2264 - output27_mean_squared_error: 44.3226 - output28_mean_squared_error: 36.3507 - output29_mean_squared_error: 46.9042 Epoch 109/2000 121/121 [==============================] - 0s 1ms/step - loss: 1080.7355 - output00_loss: 19.9337 - output01_loss: 26.2799 - output02_loss: 39.1616 - output03_loss: 52.2662 - output04_loss: 41.7747 - output05_loss: 33.4608 - output06_loss: 38.2859 - output07_loss: 49.3270 - output08_loss: 29.3879 - output09_loss: 39.3902 - output10_loss: 28.6981 - output11_loss: 33.0101 - output12_loss: 33.6714 - output13_loss: 36.1613 - output14_loss: 33.0072 - output15_loss: 41.8226 - output16_loss: 29.4933 - output17_loss: 53.3490 - output18_loss: 27.0408 - output19_loss: 22.8189 - output20_loss: 29.2193 - output21_loss: 53.0100 - output22_loss: 34.1847 - output23_loss: 23.3167 - output24_loss: 38.3687 - output25_loss: 42.8265 - output26_loss: 24.1774 - output27_loss: 44.2676 - output28_loss: 36.2165 - output29_loss: 46.8079 - output00_mean_squared_error: 19.9337 - output01_mean_squared_error: 26.2799 - output02_mean_squared_error: 39.1616 - output03_mean_squared_error: 52.2662 - output04_mean_squared_error: 41.7747 - output05_mean_squared_error: 33.4608 - output06_mean_squared_error: 38.2859 - output07_mean_squared_error: 49.3270 - output08_mean_squared_error: 29.3879 - output09_mean_squared_error: 39.3902 - output10_mean_squared_error: 28.6981 - output11_mean_squared_error: 33.0101 - output12_mean_squared_error: 33.6714 - output13_mean_squared_error: 36.1613 - output14_mean_squared_error: 33.0072 - output15_mean_squared_error: 41.8226 - output16_mean_squared_error: 29.4933 - output17_mean_squared_error: 53.3490 - output18_mean_squared_error: 27.0408 - output19_mean_squared_error: 22.8189 - output20_mean_squared_error: 29.2193 - output21_mean_squared_error: 53.0100 - output22_mean_squared_error: 34.1847 - output23_mean_squared_error: 23.3167 - output24_mean_squared_error: 38.3687 - output25_mean_squared_error: 42.8265 - output26_mean_squared_error: 24.1774 - output27_mean_squared_error: 44.2676 - output28_mean_squared_error: 36.2165 - output29_mean_squared_error: 46.8079 Epoch 110/2000 121/121 [==============================] - 0s 1ms/step - loss: 1078.6383 - output00_loss: 19.8878 - output01_loss: 26.2523 - output02_loss: 39.1185 - output03_loss: 52.2020 - output04_loss: 41.6682 - output05_loss: 33.3684 - output06_loss: 38.2275 - output07_loss: 49.2450 - output08_loss: 29.3209 - output09_loss: 39.3042 - output10_loss: 28.6352 - output11_loss: 32.9510 - output12_loss: 33.6108 - output13_loss: 36.1328 - output14_loss: 32.9661 - output15_loss: 41.7955 - output16_loss: 29.4425 - output17_loss: 53.2329 - output18_loss: 26.9787 - output19_loss: 22.5677 - output20_loss: 29.1835 - output21_loss: 52.9294 - output22_loss: 34.1432 - output23_loss: 23.2783 - output24_loss: 38.3017 - output25_loss: 42.7495 - output26_loss: 24.1287 - output27_loss: 44.2126 - output28_loss: 36.0877 - output29_loss: 46.7156 - output00_mean_squared_error: 19.8878 - output01_mean_squared_error: 26.2523 - output02_mean_squared_error: 39.1185 - output03_mean_squared_error: 52.2020 - output04_mean_squared_error: 41.6682 - output05_mean_squared_error: 33.3684 - output06_mean_squared_error: 38.2275 - output07_mean_squared_error: 49.2450 - output08_mean_squared_error: 29.3209 - output09_mean_squared_error: 39.3042 - output10_mean_squared_error: 28.6352 - output11_mean_squared_error: 32.9510 - output12_mean_squared_error: 33.6108 - output13_mean_squared_error: 36.1328 - output14_mean_squared_error: 32.9661 - output15_mean_squared_error: 41.7955 - output16_mean_squared_error: 29.4425 - output17_mean_squared_error: 53.2329 - output18_mean_squared_error: 26.9787 - output19_mean_squared_error: 22.5677 - output20_mean_squared_error: 29.1835 - output21_mean_squared_error: 52.9294 - output22_mean_squared_error: 34.1432 - output23_mean_squared_error: 23.2783 - output24_mean_squared_error: 38.3017 - output25_mean_squared_error: 42.7495 - output26_mean_squared_error: 24.1287 - output27_mean_squared_error: 44.2126 - output28_mean_squared_error: 36.0877 - output29_mean_squared_error: 46.7156 Epoch 111/2000 121/121 [==============================] - 0s 1ms/step - loss: 1076.5729 - output00_loss: 19.8424 - output01_loss: 26.2247 - output02_loss: 39.0755 - output03_loss: 52.1381 - output04_loss: 41.5663 - output05_loss: 33.2767 - output06_loss: 38.1714 - output07_loss: 49.1631 - output08_loss: 29.2542 - output09_loss: 39.2186 - output10_loss: 28.5728 - output11_loss: 32.8921 - output12_loss: 33.5504 - output13_loss: 36.1054 - output14_loss: 32.9252 - output15_loss: 41.7683 - output16_loss: 29.3920 - output17_loss: 53.1171 - output18_loss: 26.9168 - output19_loss: 22.3251 - output20_loss: 29.1483 - output21_loss: 52.8491 - output22_loss: 34.1019 - output23_loss: 23.2401 - output24_loss: 38.2351 - output25_loss: 42.6729 - output26_loss: 24.0803 - output27_loss: 44.1578 - output28_loss: 35.9641 - output29_loss: 46.6273 - output00_mean_squared_error: 19.8424 - output01_mean_squared_error: 26.2247 - output02_mean_squared_error: 39.0755 - output03_mean_squared_error: 52.1381 - output04_mean_squared_error: 41.5663 - output05_mean_squared_error: 33.2767 - output06_mean_squared_error: 38.1714 - output07_mean_squared_error: 49.1631 - output08_mean_squared_error: 29.2542 - output09_mean_squared_error: 39.2186 - output10_mean_squared_error: 28.5728 - output11_mean_squared_error: 32.8921 - output12_mean_squared_error: 33.5504 - output13_mean_squared_error: 36.1054 - output14_mean_squared_error: 32.9252 - output15_mean_squared_error: 41.7683 - output16_mean_squared_error: 29.3920 - output17_mean_squared_error: 53.1171 - output18_mean_squared_error: 26.9168 - output19_mean_squared_error: 22.3251 - output20_mean_squared_error: 29.1483 - output21_mean_squared_error: 52.8491 - output22_mean_squared_error: 34.1019 - output23_mean_squared_error: 23.2401 - output24_mean_squared_error: 38.2351 - output25_mean_squared_error: 42.6729 - output26_mean_squared_error: 24.0803 - output27_mean_squared_error: 44.1578 - output28_mean_squared_error: 35.9641 - output29_mean_squared_error: 46.6273 Epoch 112/2000 121/121 [==============================] - 0s 484us/step - loss: 1074.5385 - output00_loss: 19.7973 - output01_loss: 26.1972 - output02_loss: 39.0325 - output03_loss: 52.0745 - output04_loss: 41.4686 - output05_loss: 33.1857 - output06_loss: 38.1177 - output07_loss: 49.0815 - output08_loss: 29.1879 - output09_loss: 39.1332 - output10_loss: 28.5110 - output11_loss: 32.8335 - output12_loss: 33.4901 - output13_loss: 36.0790 - output14_loss: 32.8843 - output15_loss: 41.7412 - output16_loss: 29.3417 - output17_loss: 53.0015 - output18_loss: 26.8551 - output19_loss: 22.0908 - output20_loss: 29.1136 - output21_loss: 52.7689 - output22_loss: 34.0606 - output23_loss: 23.2020 - output24_loss: 38.1686 - output25_loss: 42.5968 - output26_loss: 24.0322 - output27_loss: 44.1032 - output28_loss: 35.8456 - output29_loss: 46.5426 - output00_mean_squared_error: 19.7973 - output01_mean_squared_error: 26.1972 - output02_mean_squared_error: 39.0325 - output03_mean_squared_error: 52.0745 - output04_mean_squared_error: 41.4686 - output05_mean_squared_error: 33.1857 - output06_mean_squared_error: 38.1177 - output07_mean_squared_error: 49.0815 - output08_mean_squared_error: 29.1879 - output09_mean_squared_error: 39.1332 - output10_mean_squared_error: 28.5110 - output11_mean_squared_error: 32.8335 - output12_mean_squared_error: 33.4901 - output13_mean_squared_error: 36.0790 - output14_mean_squared_error: 32.8843 - output15_mean_squared_error: 41.7412 - output16_mean_squared_error: 29.3417 - output17_mean_squared_error: 53.0015 - output18_mean_squared_error: 26.8551 - output19_mean_squared_error: 22.0908 - output20_mean_squared_error: 29.1136 - output21_mean_squared_error: 52.7689 - output22_mean_squared_error: 34.0606 - output23_mean_squared_error: 23.2020 - output24_mean_squared_error: 38.1686 - output25_mean_squared_error: 42.5968 - output26_mean_squared_error: 24.0322 - output27_mean_squared_error: 44.1032 - output28_mean_squared_error: 35.8456 - output29_mean_squared_error: 46.5426 Epoch 113/2000 121/121 [==============================] - 0s 1ms/step - loss: 1072.5336 - output00_loss: 19.7526 - output01_loss: 26.1696 - output02_loss: 38.9894 - output03_loss: 52.0111 - output04_loss: 41.3751 - output05_loss: 33.0952 - output06_loss: 38.0660 - output07_loss: 49.0001 - output08_loss: 29.1220 - output09_loss: 39.0482 - output10_loss: 28.4498 - output11_loss: 32.7751 - output12_loss: 33.4300 - output13_loss: 36.0536 - output14_loss: 32.8436 - output15_loss: 41.7140 - output16_loss: 29.2918 - output17_loss: 52.8861 - output18_loss: 26.7937 - output19_loss: 21.8647 - output20_loss: 29.0794 - output21_loss: 52.6889 - output22_loss: 34.0194 - output23_loss: 23.1641 - output24_loss: 38.1024 - output25_loss: 42.5211 - output26_loss: 23.9844 - output27_loss: 44.0486 - output28_loss: 35.7320 - output29_loss: 46.4615 - output00_mean_squared_error: 19.7526 - output01_mean_squared_error: 26.1696 - output02_mean_squared_error: 38.9894 - output03_mean_squared_error: 52.0111 - output04_mean_squared_error: 41.3751 - output05_mean_squared_error: 33.0952 - output06_mean_squared_error: 38.0660 - output07_mean_squared_error: 49.0001 - output08_mean_squared_error: 29.1220 - output09_mean_squared_error: 39.0482 - output10_mean_squared_error: 28.4498 - output11_mean_squared_error: 32.7751 - output12_mean_squared_error: 33.4300 - output13_mean_squared_error: 36.0536 - output14_mean_squared_error: 32.8436 - output15_mean_squared_error: 41.7140 - output16_mean_squared_error: 29.2918 - output17_mean_squared_error: 52.8861 - output18_mean_squared_error: 26.7937 - output19_mean_squared_error: 21.8647 - output20_mean_squared_error: 29.0794 - output21_mean_squared_error: 52.6889 - output22_mean_squared_error: 34.0194 - output23_mean_squared_error: 23.1641 - output24_mean_squared_error: 38.1024 - output25_mean_squared_error: 42.5211 - output26_mean_squared_error: 23.9844 - output27_mean_squared_error: 44.0486 - output28_mean_squared_error: 35.7320 - output29_mean_squared_error: 46.4615 Epoch 114/2000 121/121 [==============================] - 0s 997us/step - loss: 1070.5574 - output00_loss: 19.7083 - output01_loss: 26.1421 - output02_loss: 38.9464 - output03_loss: 51.9481 - output04_loss: 41.2856 - output05_loss: 33.0055 - output06_loss: 38.0163 - output07_loss: 48.9189 - output08_loss: 29.0563 - output09_loss: 38.9635 - output10_loss: 28.3891 - output11_loss: 32.7171 - output12_loss: 33.3701 - output13_loss: 36.0290 - output14_loss: 32.8029 - output15_loss: 41.6868 - output16_loss: 29.2421 - output17_loss: 52.7709 - output18_loss: 26.7325 - output19_loss: 21.6465 - output20_loss: 29.0457 - output21_loss: 52.6091 - output22_loss: 33.9784 - output23_loss: 23.1263 - output24_loss: 38.0364 - output25_loss: 42.4458 - output26_loss: 23.9368 - output27_loss: 43.9942 - output28_loss: 35.6229 - output29_loss: 46.3837 - output00_mean_squared_error: 19.7083 - output01_mean_squared_error: 26.1421 - output02_mean_squared_error: 38.9464 - output03_mean_squared_error: 51.9481 - output04_mean_squared_error: 41.2856 - output05_mean_squared_error: 33.0055 - output06_mean_squared_error: 38.0163 - output07_mean_squared_error: 48.9189 - output08_mean_squared_error: 29.0563 - output09_mean_squared_error: 38.9635 - output10_mean_squared_error: 28.3891 - output11_mean_squared_error: 32.7171 - output12_mean_squared_error: 33.3701 - output13_mean_squared_error: 36.0290 - output14_mean_squared_error: 32.8029 - output15_mean_squared_error: 41.6868 - output16_mean_squared_error: 29.2421 - output17_mean_squared_error: 52.7709 - output18_mean_squared_error: 26.7325 - output19_mean_squared_error: 21.6465 - output20_mean_squared_error: 29.0457 - output21_mean_squared_error: 52.6091 - output22_mean_squared_error: 33.9784 - output23_mean_squared_error: 23.1263 - output24_mean_squared_error: 38.0364 - output25_mean_squared_error: 42.4458 - output26_mean_squared_error: 23.9368 - output27_mean_squared_error: 43.9942 - output28_mean_squared_error: 35.6229 - output29_mean_squared_error: 46.3837 Epoch 115/2000 121/121 [==============================] - 0s 1ms/step - loss: 1068.6089 - output00_loss: 19.6643 - output01_loss: 26.1146 - output02_loss: 38.9033 - output03_loss: 51.8853 - output04_loss: 41.1998 - output05_loss: 32.9163 - output06_loss: 37.9685 - output07_loss: 48.8378 - output08_loss: 28.9911 - output09_loss: 38.8791 - output10_loss: 28.3289 - output11_loss: 32.6592 - output12_loss: 33.3103 - output13_loss: 36.0053 - output14_loss: 32.7623 - output15_loss: 41.6596 - output16_loss: 29.1928 - output17_loss: 52.6559 - output18_loss: 26.6715 - output19_loss: 21.4360 - output20_loss: 29.0123 - output21_loss: 52.5295 - output22_loss: 33.9375 - output23_loss: 23.0887 - output24_loss: 37.9706 - output25_loss: 42.3709 - output26_loss: 23.8895 - output27_loss: 43.9399 - output28_loss: 35.5184 - output29_loss: 46.3092 - output00_mean_squared_error: 19.6643 - output01_mean_squared_error: 26.1146 - output02_mean_squared_error: 38.9033 - output03_mean_squared_error: 51.8853 - output04_mean_squared_error: 41.1998 - output05_mean_squared_error: 32.9163 - output06_mean_squared_error: 37.9685 - output07_mean_squared_error: 48.8378 - output08_mean_squared_error: 28.9911 - output09_mean_squared_error: 38.8791 - output10_mean_squared_error: 28.3289 - output11_mean_squared_error: 32.6592 - output12_mean_squared_error: 33.3103 - output13_mean_squared_error: 36.0053 - output14_mean_squared_error: 32.7623 - output15_mean_squared_error: 41.6596 - output16_mean_squared_error: 29.1928 - output17_mean_squared_error: 52.6559 - output18_mean_squared_error: 26.6715 - output19_mean_squared_error: 21.4360 - output20_mean_squared_error: 29.0123 - output21_mean_squared_error: 52.5295 - output22_mean_squared_error: 33.9375 - output23_mean_squared_error: 23.0887 - output24_mean_squared_error: 37.9706 - output25_mean_squared_error: 42.3709 - output26_mean_squared_error: 23.8895 - output27_mean_squared_error: 43.9399 - output28_mean_squared_error: 35.5184 - output29_mean_squared_error: 46.3092 Epoch 116/2000 121/121 [==============================] - 0s 1ms/step - loss: 1066.6866 - output00_loss: 19.6207 - output01_loss: 26.0871 - output02_loss: 38.8603 - output03_loss: 51.8228 - output04_loss: 41.1177 - output05_loss: 32.8278 - output06_loss: 37.9225 - output07_loss: 48.7569 - output08_loss: 28.9261 - output09_loss: 38.7951 - output10_loss: 28.2693 - output11_loss: 32.6017 - output12_loss: 33.2508 - output13_loss: 35.9822 - output14_loss: 32.7217 - output15_loss: 41.6324 - output16_loss: 29.1437 - output17_loss: 52.5412 - output18_loss: 26.6108 - output19_loss: 21.2329 - output20_loss: 28.9792 - output21_loss: 52.4502 - output22_loss: 33.8966 - output23_loss: 23.0513 - output24_loss: 37.9051 - output25_loss: 42.2964 - output26_loss: 23.8425 - output27_loss: 43.8858 - output28_loss: 35.4181 - output29_loss: 46.2378 - output00_mean_squared_error: 19.6207 - output01_mean_squared_error: 26.0871 - output02_mean_squared_error: 38.8603 - output03_mean_squared_error: 51.8228 - output04_mean_squared_error: 41.1177 - output05_mean_squared_error: 32.8278 - output06_mean_squared_error: 37.9225 - output07_mean_squared_error: 48.7569 - output08_mean_squared_error: 28.9261 - output09_mean_squared_error: 38.7951 - output10_mean_squared_error: 28.2693 - output11_mean_squared_error: 32.6017 - output12_mean_squared_error: 33.2508 - output13_mean_squared_error: 35.9822 - output14_mean_squared_error: 32.7217 - output15_mean_squared_error: 41.6324 - output16_mean_squared_error: 29.1437 - output17_mean_squared_error: 52.5412 - output18_mean_squared_error: 26.6108 - output19_mean_squared_error: 21.2329 - output20_mean_squared_error: 28.9792 - output21_mean_squared_error: 52.4502 - output22_mean_squared_error: 33.8966 - output23_mean_squared_error: 23.0513 - output24_mean_squared_error: 37.9051 - output25_mean_squared_error: 42.2964 - output26_mean_squared_error: 23.8425 - output27_mean_squared_error: 43.8858 - output28_mean_squared_error: 35.4181 - output29_mean_squared_error: 46.2378 Epoch 117/2000 121/121 [==============================] - 0s 641us/step - loss: 1064.7903 - output00_loss: 19.5775 - output01_loss: 26.0596 - output02_loss: 38.8173 - output03_loss: 51.7606 - output04_loss: 41.0391 - output05_loss: 32.7399 - output06_loss: 37.8781 - output07_loss: 48.6762 - output08_loss: 28.8615 - output09_loss: 38.7113 - output10_loss: 28.2102 - output11_loss: 32.5443 - output12_loss: 33.1914 - output13_loss: 35.9599 - output14_loss: 32.6813 - output15_loss: 41.6052 - output16_loss: 29.0949 - output17_loss: 52.4267 - output18_loss: 26.5503 - output19_loss: 21.0370 - output20_loss: 28.9464 - output21_loss: 52.3710 - output22_loss: 33.8559 - output23_loss: 23.0140 - output24_loss: 37.8398 - output25_loss: 42.2224 - output26_loss: 23.7957 - output27_loss: 43.8318 - output28_loss: 35.3219 - output29_loss: 46.1692 - output00_mean_squared_error: 19.5775 - output01_mean_squared_error: 26.0596 - output02_mean_squared_error: 38.8173 - output03_mean_squared_error: 51.7606 - output04_mean_squared_error: 41.0391 - output05_mean_squared_error: 32.7399 - output06_mean_squared_error: 37.8781 - output07_mean_squared_error: 48.6762 - output08_mean_squared_error: 28.8615 - output09_mean_squared_error: 38.7113 - output10_mean_squared_error: 28.2102 - output11_mean_squared_error: 32.5443 - output12_mean_squared_error: 33.1914 - output13_mean_squared_error: 35.9599 - output14_mean_squared_error: 32.6813 - output15_mean_squared_error: 41.6052 - output16_mean_squared_error: 29.0949 - output17_mean_squared_error: 52.4267 - output18_mean_squared_error: 26.5503 - output19_mean_squared_error: 21.0370 - output20_mean_squared_error: 28.9464 - output21_mean_squared_error: 52.3710 - output22_mean_squared_error: 33.8559 - output23_mean_squared_error: 23.0140 - output24_mean_squared_error: 37.8398 - output25_mean_squared_error: 42.2224 - output26_mean_squared_error: 23.7957 - output27_mean_squared_error: 43.8318 - output28_mean_squared_error: 35.3219 - output29_mean_squared_error: 46.1692 Epoch 118/2000 121/121 [==============================] - 0s 889us/step - loss: 1062.9188 - output00_loss: 19.5346 - output01_loss: 26.0321 - output02_loss: 38.7742 - output03_loss: 51.6986 - output04_loss: 40.9637 - output05_loss: 32.6526 - output06_loss: 37.8353 - output07_loss: 48.5956 - output08_loss: 28.7973 - output09_loss: 38.6278 - output10_loss: 28.1517 - output11_loss: 32.4873 - output12_loss: 33.1322 - output13_loss: 35.9382 - output14_loss: 32.6410 - output15_loss: 41.5780 - output16_loss: 29.0463 - output17_loss: 52.3124 - output18_loss: 26.4900 - output19_loss: 20.8481 - output20_loss: 28.9140 - output21_loss: 52.2920 - output22_loss: 33.8153 - output23_loss: 22.9769 - output24_loss: 37.7748 - output25_loss: 42.1487 - output26_loss: 23.7492 - output27_loss: 43.7779 - output28_loss: 35.2296 - output29_loss: 46.1034 - output00_mean_squared_error: 19.5346 - output01_mean_squared_error: 26.0321 - output02_mean_squared_error: 38.7742 - output03_mean_squared_error: 51.6986 - output04_mean_squared_error: 40.9637 - output05_mean_squared_error: 32.6526 - output06_mean_squared_error: 37.8353 - output07_mean_squared_error: 48.5956 - output08_mean_squared_error: 28.7973 - output09_mean_squared_error: 38.6278 - output10_mean_squared_error: 28.1517 - output11_mean_squared_error: 32.4873 - output12_mean_squared_error: 33.1322 - output13_mean_squared_error: 35.9382 - output14_mean_squared_error: 32.6410 - output15_mean_squared_error: 41.5780 - output16_mean_squared_error: 29.0463 - output17_mean_squared_error: 52.3124 - output18_mean_squared_error: 26.4900 - output19_mean_squared_error: 20.8481 - output20_mean_squared_error: 28.9140 - output21_mean_squared_error: 52.2920 - output22_mean_squared_error: 33.8153 - output23_mean_squared_error: 22.9769 - output24_mean_squared_error: 37.7748 - output25_mean_squared_error: 42.1487 - output26_mean_squared_error: 23.7492 - output27_mean_squared_error: 43.7779 - output28_mean_squared_error: 35.2296 - output29_mean_squared_error: 46.1034 Epoch 119/2000 121/121 [==============================] - 0s 465us/step - loss: 1061.0710 - output00_loss: 19.4921 - output01_loss: 26.0046 - output02_loss: 38.7312 - output03_loss: 51.6369 - output04_loss: 40.8915 - output05_loss: 32.5660 - output06_loss: 37.7939 - output07_loss: 48.5152 - output08_loss: 28.7333 - output09_loss: 38.5447 - output10_loss: 28.0937 - output11_loss: 32.4305 - output12_loss: 33.0731 - output13_loss: 35.9170 - output14_loss: 32.6008 - output15_loss: 41.5508 - output16_loss: 28.9981 - output17_loss: 52.1983 - output18_loss: 26.4299 - output19_loss: 20.6659 - output20_loss: 28.8817 - output21_loss: 52.2132 - output22_loss: 33.7748 - output23_loss: 22.9399 - output24_loss: 37.7100 - output25_loss: 42.0755 - output26_loss: 23.7030 - output27_loss: 43.7242 - output28_loss: 35.1410 - output29_loss: 46.0403 - output00_mean_squared_error: 19.4921 - output01_mean_squared_error: 26.0046 - output02_mean_squared_error: 38.7312 - output03_mean_squared_error: 51.6369 - output04_mean_squared_error: 40.8915 - output05_mean_squared_error: 32.5660 - output06_mean_squared_error: 37.7939 - output07_mean_squared_error: 48.5152 - output08_mean_squared_error: 28.7333 - output09_mean_squared_error: 38.5447 - output10_mean_squared_error: 28.0937 - output11_mean_squared_error: 32.4305 - output12_mean_squared_error: 33.0731 - output13_mean_squared_error: 35.9170 - output14_mean_squared_error: 32.6008 - output15_mean_squared_error: 41.5508 - output16_mean_squared_error: 28.9981 - output17_mean_squared_error: 52.1983 - output18_mean_squared_error: 26.4299 - output19_mean_squared_error: 20.6659 - output20_mean_squared_error: 28.8817 - output21_mean_squared_error: 52.2132 - output22_mean_squared_error: 33.7748 - output23_mean_squared_error: 22.9399 - output24_mean_squared_error: 37.7100 - output25_mean_squared_error: 42.0755 - output26_mean_squared_error: 23.7030 - output27_mean_squared_error: 43.7242 - output28_mean_squared_error: 35.1410 - output29_mean_squared_error: 46.0403 Epoch 120/2000 121/121 [==============================] - 0s 899us/step - loss: 1059.2463 - output00_loss: 19.4500 - output01_loss: 25.9771 - output02_loss: 38.6882 - output03_loss: 51.5755 - output04_loss: 40.8223 - output05_loss: 32.4799 - output06_loss: 37.7539 - output07_loss: 48.4348 - output08_loss: 28.6698 - output09_loss: 38.4619 - output10_loss: 28.0362 - output11_loss: 32.3739 - output12_loss: 33.0143 - output13_loss: 35.8964 - output14_loss: 32.5606 - output15_loss: 41.5236 - output16_loss: 28.9501 - output17_loss: 52.0845 - output18_loss: 26.3701 - output19_loss: 20.4903 - output20_loss: 28.8497 - output21_loss: 52.1345 - output22_loss: 33.7344 - output23_loss: 22.9031 - output24_loss: 37.6454 - output25_loss: 42.0026 - output26_loss: 23.6570 - output27_loss: 43.6706 - output28_loss: 35.0561 - output29_loss: 45.9796 - output00_mean_squared_error: 19.4500 - output01_mean_squared_error: 25.9771 - output02_mean_squared_error: 38.6882 - output03_mean_squared_error: 51.5755 - output04_mean_squared_error: 40.8223 - output05_mean_squared_error: 32.4799 - output06_mean_squared_error: 37.7539 - output07_mean_squared_error: 48.4348 - output08_mean_squared_error: 28.6698 - output09_mean_squared_error: 38.4619 - output10_mean_squared_error: 28.0362 - output11_mean_squared_error: 32.3739 - output12_mean_squared_error: 33.0143 - output13_mean_squared_error: 35.8964 - output14_mean_squared_error: 32.5606 - output15_mean_squared_error: 41.5236 - output16_mean_squared_error: 28.9501 - output17_mean_squared_error: 52.0845 - output18_mean_squared_error: 26.3701 - output19_mean_squared_error: 20.4903 - output20_mean_squared_error: 28.8497 - output21_mean_squared_error: 52.1345 - output22_mean_squared_error: 33.7344 - output23_mean_squared_error: 22.9031 - output24_mean_squared_error: 37.6454 - output25_mean_squared_error: 42.0026 - output26_mean_squared_error: 23.6570 - output27_mean_squared_error: 43.6706 - output28_mean_squared_error: 35.0561 - output29_mean_squared_error: 45.9796 Epoch 121/2000 121/121 [==============================] - 0s 928us/step - loss: 1057.4442 - output00_loss: 19.4082 - output01_loss: 25.9496 - output02_loss: 38.6452 - output03_loss: 51.5144 - output04_loss: 40.7560 - output05_loss: 32.3944 - output06_loss: 37.7152 - output07_loss: 48.3547 - output08_loss: 28.6065 - output09_loss: 38.3793 - output10_loss: 27.9792 - output11_loss: 32.3177 - output12_loss: 32.9556 - output13_loss: 35.8762 - output14_loss: 32.5206 - output15_loss: 41.4964 - output16_loss: 28.9024 - output17_loss: 51.9709 - output18_loss: 26.3105 - output19_loss: 20.3211 - output20_loss: 28.8179 - output21_loss: 52.0561 - output22_loss: 33.6941 - output23_loss: 22.8665 - output24_loss: 37.5811 - output25_loss: 41.9302 - output26_loss: 23.6113 - output27_loss: 43.6172 - output28_loss: 34.9746 - output29_loss: 45.9213 - output00_mean_squared_error: 19.4082 - output01_mean_squared_error: 25.9496 - output02_mean_squared_error: 38.6452 - output03_mean_squared_error: 51.5144 - output04_mean_squared_error: 40.7560 - output05_mean_squared_error: 32.3944 - output06_mean_squared_error: 37.7152 - output07_mean_squared_error: 48.3547 - output08_mean_squared_error: 28.6065 - output09_mean_squared_error: 38.3793 - output10_mean_squared_error: 27.9792 - output11_mean_squared_error: 32.3177 - output12_mean_squared_error: 32.9556 - output13_mean_squared_error: 35.8762 - output14_mean_squared_error: 32.5206 - output15_mean_squared_error: 41.4964 - output16_mean_squared_error: 28.9024 - output17_mean_squared_error: 51.9709 - output18_mean_squared_error: 26.3105 - output19_mean_squared_error: 20.3211 - output20_mean_squared_error: 28.8179 - output21_mean_squared_error: 52.0561 - output22_mean_squared_error: 33.6941 - output23_mean_squared_error: 22.8665 - output24_mean_squared_error: 37.5811 - output25_mean_squared_error: 41.9302 - output26_mean_squared_error: 23.6113 - output27_mean_squared_error: 43.6172 - output28_mean_squared_error: 34.9746 - output29_mean_squared_error: 45.9213 Epoch 122/2000 121/121 [==============================] - 0s 977us/step - loss: 1055.6632 - output00_loss: 19.3667 - output01_loss: 25.9221 - output02_loss: 38.6022 - output03_loss: 51.4535 - output04_loss: 40.6924 - output05_loss: 32.3096 - output06_loss: 37.6777 - output07_loss: 48.2746 - output08_loss: 28.5436 - output09_loss: 38.2971 - output10_loss: 27.9227 - output11_loss: 32.2616 - output12_loss: 32.8971 - output13_loss: 35.8565 - output14_loss: 32.4806 - output15_loss: 41.4692 - output16_loss: 28.8549 - output17_loss: 51.8575 - output18_loss: 26.2511 - output19_loss: 20.1580 - output20_loss: 28.7862 - output21_loss: 51.9779 - output22_loss: 33.6539 - output23_loss: 22.8299 - output24_loss: 37.5170 - output25_loss: 41.8581 - output26_loss: 23.5659 - output27_loss: 43.5639 - output28_loss: 34.8964 - output29_loss: 45.8653 - output00_mean_squared_error: 19.3667 - output01_mean_squared_error: 25.9221 - output02_mean_squared_error: 38.6022 - output03_mean_squared_error: 51.4535 - output04_mean_squared_error: 40.6924 - output05_mean_squared_error: 32.3096 - output06_mean_squared_error: 37.6777 - output07_mean_squared_error: 48.2746 - output08_mean_squared_error: 28.5436 - output09_mean_squared_error: 38.2971 - output10_mean_squared_error: 27.9227 - output11_mean_squared_error: 32.2616 - output12_mean_squared_error: 32.8971 - output13_mean_squared_error: 35.8565 - output14_mean_squared_error: 32.4806 - output15_mean_squared_error: 41.4692 - output16_mean_squared_error: 28.8549 - output17_mean_squared_error: 51.8575 - output18_mean_squared_error: 26.2511 - output19_mean_squared_error: 20.1580 - output20_mean_squared_error: 28.7862 - output21_mean_squared_error: 51.9779 - output22_mean_squared_error: 33.6539 - output23_mean_squared_error: 22.8299 - output24_mean_squared_error: 37.5170 - output25_mean_squared_error: 41.8581 - output26_mean_squared_error: 23.5659 - output27_mean_squared_error: 43.5639 - output28_mean_squared_error: 34.8964 - output29_mean_squared_error: 45.8653 Epoch 123/2000 121/121 [==============================] - 0s 863us/step - loss: 1053.9031 - output00_loss: 19.3256 - output01_loss: 25.8946 - output02_loss: 38.5592 - output03_loss: 51.3929 - output04_loss: 40.6314 - output05_loss: 32.2253 - output06_loss: 37.6413 - output07_loss: 48.1947 - output08_loss: 28.4810 - output09_loss: 38.2152 - output10_loss: 27.8667 - output11_loss: 32.2059 - output12_loss: 32.8388 - output13_loss: 35.8371 - output14_loss: 32.4408 - output15_loss: 41.4420 - output16_loss: 28.8077 - output17_loss: 51.7444 - output18_loss: 26.1919 - output19_loss: 20.0008 - output20_loss: 28.7547 - output21_loss: 51.8999 - output22_loss: 33.6139 - output23_loss: 22.7936 - output24_loss: 37.4531 - output25_loss: 41.7865 - output26_loss: 23.5207 - output27_loss: 43.5107 - output28_loss: 34.8214 - output29_loss: 45.8114 - output00_mean_squared_error: 19.3256 - output01_mean_squared_error: 25.8946 - output02_mean_squared_error: 38.5592 - output03_mean_squared_error: 51.3929 - output04_mean_squared_error: 40.6314 - output05_mean_squared_error: 32.2253 - output06_mean_squared_error: 37.6413 - output07_mean_squared_error: 48.1947 - output08_mean_squared_error: 28.4810 - output09_mean_squared_error: 38.2152 - output10_mean_squared_error: 27.8667 - output11_mean_squared_error: 32.2059 - output12_mean_squared_error: 32.8388 - output13_mean_squared_error: 35.8371 - output14_mean_squared_error: 32.4408 - output15_mean_squared_error: 41.4420 - output16_mean_squared_error: 28.8077 - output17_mean_squared_error: 51.7444 - output18_mean_squared_error: 26.1919 - output19_mean_squared_error: 20.0008 - output20_mean_squared_error: 28.7547 - output21_mean_squared_error: 51.8999 - output22_mean_squared_error: 33.6139 - output23_mean_squared_error: 22.7936 - output24_mean_squared_error: 37.4531 - output25_mean_squared_error: 41.7865 - output26_mean_squared_error: 23.5207 - output27_mean_squared_error: 43.5107 - output28_mean_squared_error: 34.8214 - output29_mean_squared_error: 45.8114 Epoch 124/2000 121/121 [==============================] - 0s 514us/step - loss: 1052.1631 - output00_loss: 19.2848 - output01_loss: 25.8670 - output02_loss: 38.5163 - output03_loss: 51.3325 - output04_loss: 40.5729 - output05_loss: 32.1416 - output06_loss: 37.6059 - output07_loss: 48.1149 - output08_loss: 28.4188 - output09_loss: 38.1336 - output10_loss: 27.8112 - output11_loss: 32.1503 - output12_loss: 32.7807 - output13_loss: 35.8181 - output14_loss: 32.4010 - output15_loss: 41.4148 - output16_loss: 28.7608 - output17_loss: 51.6316 - output18_loss: 26.1330 - output19_loss: 19.8494 - output20_loss: 28.7233 - output21_loss: 51.8221 - output22_loss: 33.5739 - output23_loss: 22.7574 - output24_loss: 37.3895 - output25_loss: 41.7152 - output26_loss: 23.4758 - output27_loss: 43.4577 - output28_loss: 34.7494 - output29_loss: 45.7596 - output00_mean_squared_error: 19.2848 - output01_mean_squared_error: 25.8670 - output02_mean_squared_error: 38.5163 - output03_mean_squared_error: 51.3325 - output04_mean_squared_error: 40.5729 - output05_mean_squared_error: 32.1416 - output06_mean_squared_error: 37.6059 - output07_mean_squared_error: 48.1149 - output08_mean_squared_error: 28.4188 - output09_mean_squared_error: 38.1336 - output10_mean_squared_error: 27.8112 - output11_mean_squared_error: 32.1503 - output12_mean_squared_error: 32.7807 - output13_mean_squared_error: 35.8181 - output14_mean_squared_error: 32.4010 - output15_mean_squared_error: 41.4148 - output16_mean_squared_error: 28.7608 - output17_mean_squared_error: 51.6316 - output18_mean_squared_error: 26.1330 - output19_mean_squared_error: 19.8494 - output20_mean_squared_error: 28.7233 - output21_mean_squared_error: 51.8221 - output22_mean_squared_error: 33.5739 - output23_mean_squared_error: 22.7574 - output24_mean_squared_error: 37.3895 - output25_mean_squared_error: 41.7152 - output26_mean_squared_error: 23.4758 - output27_mean_squared_error: 43.4577 - output28_mean_squared_error: 34.7494 - output29_mean_squared_error: 45.7596 Epoch 125/2000 121/121 [==============================] - 0s 1ms/step - loss: 1050.4424 - output00_loss: 19.2443 - output01_loss: 25.8395 - output02_loss: 38.4733 - output03_loss: 51.2725 - output04_loss: 40.5167 - output05_loss: 32.0585 - output06_loss: 37.5715 - output07_loss: 48.0352 - output08_loss: 28.3568 - output09_loss: 38.0524 - output10_loss: 27.7563 - output11_loss: 32.0951 - output12_loss: 32.7227 - output13_loss: 35.7995 - output14_loss: 32.3613 - output15_loss: 41.3876 - output16_loss: 28.7142 - output17_loss: 51.5190 - output18_loss: 26.0743 - output19_loss: 19.7036 - output20_loss: 28.6920 - output21_loss: 51.7444 - output22_loss: 33.5341 - output23_loss: 22.7214 - output24_loss: 37.3261 - output25_loss: 41.6444 - output26_loss: 23.4311 - output27_loss: 43.4048 - output28_loss: 34.6802 - output29_loss: 45.7096 - output00_mean_squared_error: 19.2443 - output01_mean_squared_error: 25.8395 - output02_mean_squared_error: 38.4733 - output03_mean_squared_error: 51.2725 - output04_mean_squared_error: 40.5167 - output05_mean_squared_error: 32.0585 - output06_mean_squared_error: 37.5715 - output07_mean_squared_error: 48.0352 - output08_mean_squared_error: 28.3568 - output09_mean_squared_error: 38.0524 - output10_mean_squared_error: 27.7563 - output11_mean_squared_error: 32.0951 - output12_mean_squared_error: 32.7227 - output13_mean_squared_error: 35.7995 - output14_mean_squared_error: 32.3613 - output15_mean_squared_error: 41.3876 - output16_mean_squared_error: 28.7142 - output17_mean_squared_error: 51.5190 - output18_mean_squared_error: 26.0743 - output19_mean_squared_error: 19.7036 - output20_mean_squared_error: 28.6920 - output21_mean_squared_error: 51.7444 - output22_mean_squared_error: 33.5341 - output23_mean_squared_error: 22.7214 - output24_mean_squared_error: 37.3261 - output25_mean_squared_error: 41.6444 - output26_mean_squared_error: 23.4311 - output27_mean_squared_error: 43.4048 - output28_mean_squared_error: 34.6802 - output29_mean_squared_error: 45.7096 Epoch 126/2000 121/121 [==============================] - 0s 512us/step - loss: 1048.7404 - output00_loss: 19.2042 - output01_loss: 25.8120 - output02_loss: 38.4304 - output03_loss: 51.2126 - output04_loss: 40.4628 - output05_loss: 31.9760 - output06_loss: 37.5380 - output07_loss: 47.9557 - output08_loss: 28.2953 - output09_loss: 37.9714 - output10_loss: 27.7018 - output11_loss: 32.0400 - output12_loss: 32.6650 - output13_loss: 35.7811 - output14_loss: 32.3218 - output15_loss: 41.3604 - output16_loss: 28.6678 - output17_loss: 51.4066 - output18_loss: 26.0158 - output19_loss: 19.5632 - output20_loss: 28.6608 - output21_loss: 51.6670 - output22_loss: 33.4943 - output23_loss: 22.6855 - output24_loss: 37.2629 - output25_loss: 41.5739 - output26_loss: 23.3867 - output27_loss: 43.3521 - output28_loss: 34.6138 - output29_loss: 45.6615 - output00_mean_squared_error: 19.2042 - output01_mean_squared_error: 25.8120 - output02_mean_squared_error: 38.4304 - output03_mean_squared_error: 51.2126 - output04_mean_squared_error: 40.4628 - output05_mean_squared_error: 31.9760 - output06_mean_squared_error: 37.5380 - output07_mean_squared_error: 47.9557 - output08_mean_squared_error: 28.2953 - output09_mean_squared_error: 37.9714 - output10_mean_squared_error: 27.7018 - output11_mean_squared_error: 32.0400 - output12_mean_squared_error: 32.6650 - output13_mean_squared_error: 35.7811 - output14_mean_squared_error: 32.3218 - output15_mean_squared_error: 41.3604 - output16_mean_squared_error: 28.6678 - output17_mean_squared_error: 51.4066 - output18_mean_squared_error: 26.0158 - output19_mean_squared_error: 19.5632 - output20_mean_squared_error: 28.6608 - output21_mean_squared_error: 51.6670 - output22_mean_squared_error: 33.4943 - output23_mean_squared_error: 22.6855 - output24_mean_squared_error: 37.2629 - output25_mean_squared_error: 41.5739 - output26_mean_squared_error: 23.3867 - output27_mean_squared_error: 43.3521 - output28_mean_squared_error: 34.6138 - output29_mean_squared_error: 45.6615 Epoch 127/2000 121/121 [==============================] - 0s 841us/step - loss: 1047.0563 - output00_loss: 19.1643 - output01_loss: 25.7844 - output02_loss: 38.3875 - output03_loss: 51.1530 - output04_loss: 40.4110 - output05_loss: 31.8941 - output06_loss: 37.5054 - output07_loss: 47.8762 - output08_loss: 28.2340 - output09_loss: 37.8907 - output10_loss: 27.6478 - output11_loss: 31.9853 - output12_loss: 32.6074 - output13_loss: 35.7631 - output14_loss: 32.2823 - output15_loss: 41.3332 - output16_loss: 28.6217 - output17_loss: 51.2945 - output18_loss: 25.9575 - output19_loss: 19.4280 - output20_loss: 28.6297 - output21_loss: 51.5898 - output22_loss: 33.4547 - output23_loss: 22.6497 - output24_loss: 37.2000 - output25_loss: 41.5038 - output26_loss: 23.3425 - output27_loss: 43.2995 - output28_loss: 34.5500 - output29_loss: 45.6151 - output00_mean_squared_error: 19.1643 - output01_mean_squared_error: 25.7844 - output02_mean_squared_error: 38.3875 - output03_mean_squared_error: 51.1530 - output04_mean_squared_error: 40.4110 - output05_mean_squared_error: 31.8941 - output06_mean_squared_error: 37.5054 - output07_mean_squared_error: 47.8762 - output08_mean_squared_error: 28.2340 - output09_mean_squared_error: 37.8907 - output10_mean_squared_error: 27.6478 - output11_mean_squared_error: 31.9853 - output12_mean_squared_error: 32.6074 - output13_mean_squared_error: 35.7631 - output14_mean_squared_error: 32.2823 - output15_mean_squared_error: 41.3332 - output16_mean_squared_error: 28.6217 - output17_mean_squared_error: 51.2945 - output18_mean_squared_error: 25.9575 - output19_mean_squared_error: 19.4280 - output20_mean_squared_error: 28.6297 - output21_mean_squared_error: 51.5898 - output22_mean_squared_error: 33.4547 - output23_mean_squared_error: 22.6497 - output24_mean_squared_error: 37.2000 - output25_mean_squared_error: 41.5038 - output26_mean_squared_error: 23.3425 - output27_mean_squared_error: 43.2995 - output28_mean_squared_error: 34.5500 - output29_mean_squared_error: 45.6151 Epoch 128/2000 121/121 [==============================] - 0s 741us/step - loss: 1045.3899 - output00_loss: 19.1248 - output01_loss: 25.7569 - output02_loss: 38.3445 - output03_loss: 51.0937 - output04_loss: 40.3613 - output05_loss: 31.8127 - output06_loss: 37.4735 - output07_loss: 47.7969 - output08_loss: 28.1731 - output09_loss: 37.8103 - output10_loss: 27.5942 - output11_loss: 31.9308 - output12_loss: 32.5499 - output13_loss: 35.7452 - output14_loss: 32.2429 - output15_loss: 41.3060 - output16_loss: 28.5759 - output17_loss: 51.1827 - output18_loss: 25.8995 - output19_loss: 19.2978 - output20_loss: 28.5987 - output21_loss: 51.5128 - output22_loss: 33.4152 - output23_loss: 22.6142 - output24_loss: 37.1373 - output25_loss: 41.4341 - output26_loss: 23.2986 - output27_loss: 43.2471 - output28_loss: 34.4888 - output29_loss: 45.5703 - output00_mean_squared_error: 19.1248 - output01_mean_squared_error: 25.7569 - output02_mean_squared_error: 38.3445 - output03_mean_squared_error: 51.0937 - output04_mean_squared_error: 40.3613 - output05_mean_squared_error: 31.8127 - output06_mean_squared_error: 37.4735 - output07_mean_squared_error: 47.7969 - output08_mean_squared_error: 28.1731 - output09_mean_squared_error: 37.8103 - output10_mean_squared_error: 27.5942 - output11_mean_squared_error: 31.9308 - output12_mean_squared_error: 32.5499 - output13_mean_squared_error: 35.7452 - output14_mean_squared_error: 32.2429 - output15_mean_squared_error: 41.3060 - output16_mean_squared_error: 28.5759 - output17_mean_squared_error: 51.1827 - output18_mean_squared_error: 25.8995 - output19_mean_squared_error: 19.2978 - output20_mean_squared_error: 28.5987 - output21_mean_squared_error: 51.5128 - output22_mean_squared_error: 33.4152 - output23_mean_squared_error: 22.6142 - output24_mean_squared_error: 37.1373 - output25_mean_squared_error: 41.4341 - output26_mean_squared_error: 23.2986 - output27_mean_squared_error: 43.2471 - output28_mean_squared_error: 34.4888 - output29_mean_squared_error: 45.5703 Epoch 129/2000 121/121 [==============================] - 0s 1ms/step - loss: 1043.7402 - output00_loss: 19.0857 - output01_loss: 25.7294 - output02_loss: 38.3017 - output03_loss: 51.0347 - output04_loss: 40.3135 - output05_loss: 31.7319 - output06_loss: 37.4424 - output07_loss: 47.7177 - output08_loss: 28.1125 - output09_loss: 37.7303 - output10_loss: 27.5412 - output11_loss: 31.8765 - output12_loss: 32.4927 - output13_loss: 35.7276 - output14_loss: 32.2037 - output15_loss: 41.2789 - output16_loss: 28.5303 - output17_loss: 51.0711 - output18_loss: 25.8417 - output19_loss: 19.1725 - output20_loss: 28.5677 - output21_loss: 51.4359 - output22_loss: 33.3758 - output23_loss: 22.5787 - output24_loss: 37.0749 - output25_loss: 41.3647 - output26_loss: 23.2549 - output27_loss: 43.1948 - output28_loss: 34.4299 - output29_loss: 45.5271 - output00_mean_squared_error: 19.0857 - output01_mean_squared_error: 25.7294 - output02_mean_squared_error: 38.3017 - output03_mean_squared_error: 51.0347 - output04_mean_squared_error: 40.3135 - output05_mean_squared_error: 31.7319 - output06_mean_squared_error: 37.4424 - output07_mean_squared_error: 47.7177 - output08_mean_squared_error: 28.1125 - output09_mean_squared_error: 37.7303 - output10_mean_squared_error: 27.5412 - output11_mean_squared_error: 31.8765 - output12_mean_squared_error: 32.4927 - output13_mean_squared_error: 35.7276 - output14_mean_squared_error: 32.2037 - output15_mean_squared_error: 41.2789 - output16_mean_squared_error: 28.5303 - output17_mean_squared_error: 51.0711 - output18_mean_squared_error: 25.8417 - output19_mean_squared_error: 19.1725 - output20_mean_squared_error: 28.5677 - output21_mean_squared_error: 51.4359 - output22_mean_squared_error: 33.3758 - output23_mean_squared_error: 22.5787 - output24_mean_squared_error: 37.0749 - output25_mean_squared_error: 41.3647 - output26_mean_squared_error: 23.2549 - output27_mean_squared_error: 43.1948 - output28_mean_squared_error: 34.4299 - output29_mean_squared_error: 45.5271 Epoch 130/2000 121/121 [==============================] - 0s 928us/step - loss: 1042.1069 - output00_loss: 19.0468 - output01_loss: 25.7018 - output02_loss: 38.2588 - output03_loss: 50.9758 - output04_loss: 40.2674 - output05_loss: 31.6516 - output06_loss: 37.4119 - output07_loss: 47.6387 - output08_loss: 28.0522 - output09_loss: 37.6505 - output10_loss: 27.4886 - output11_loss: 31.8225 - output12_loss: 32.4357 - output13_loss: 35.7101 - output14_loss: 32.1645 - output15_loss: 41.2517 - output16_loss: 28.4850 - output17_loss: 50.9598 - output18_loss: 25.7842 - output19_loss: 19.0520 - output20_loss: 28.5368 - output21_loss: 51.3593 - output22_loss: 33.3365 - output23_loss: 22.5435 - output24_loss: 37.0127 - output25_loss: 41.2958 - output26_loss: 23.2115 - output27_loss: 43.1427 - output28_loss: 34.3732 - output29_loss: 45.4853 - output00_mean_squared_error: 19.0468 - output01_mean_squared_error: 25.7018 - output02_mean_squared_error: 38.2588 - output03_mean_squared_error: 50.9758 - output04_mean_squared_error: 40.2674 - output05_mean_squared_error: 31.6516 - output06_mean_squared_error: 37.4119 - output07_mean_squared_error: 47.6387 - output08_mean_squared_error: 28.0522 - output09_mean_squared_error: 37.6505 - output10_mean_squared_error: 27.4886 - output11_mean_squared_error: 31.8225 - output12_mean_squared_error: 32.4357 - output13_mean_squared_error: 35.7101 - output14_mean_squared_error: 32.1645 - output15_mean_squared_error: 41.2517 - output16_mean_squared_error: 28.4850 - output17_mean_squared_error: 50.9598 - output18_mean_squared_error: 25.7842 - output19_mean_squared_error: 19.0520 - output20_mean_squared_error: 28.5368 - output21_mean_squared_error: 51.3593 - output22_mean_squared_error: 33.3365 - output23_mean_squared_error: 22.5435 - output24_mean_squared_error: 37.0127 - output25_mean_squared_error: 41.2958 - output26_mean_squared_error: 23.2115 - output27_mean_squared_error: 43.1427 - output28_mean_squared_error: 34.3732 - output29_mean_squared_error: 45.4853 Epoch 131/2000 121/121 [==============================] - 0s 840us/step - loss: 1040.4894 - output00_loss: 19.0082 - output01_loss: 25.6743 - output02_loss: 38.2159 - output03_loss: 50.9173 - output04_loss: 40.2232 - output05_loss: 31.5719 - output06_loss: 37.3821 - output07_loss: 47.5597 - output08_loss: 27.9923 - output09_loss: 37.5711 - output10_loss: 27.4365 - output11_loss: 31.7687 - output12_loss: 32.3788 - output13_loss: 35.6929 - output14_loss: 32.1254 - output15_loss: 41.2246 - output16_loss: 28.4399 - output17_loss: 50.8487 - output18_loss: 25.7268 - output19_loss: 18.9359 - output20_loss: 28.5059 - output21_loss: 51.2829 - output22_loss: 33.2974 - output23_loss: 22.5084 - output24_loss: 36.9507 - output25_loss: 41.2272 - output26_loss: 23.1683 - output27_loss: 43.0907 - output28_loss: 34.3188 - output29_loss: 45.4449 - output00_mean_squared_error: 19.0082 - output01_mean_squared_error: 25.6743 - output02_mean_squared_error: 38.2159 - output03_mean_squared_error: 50.9173 - output04_mean_squared_error: 40.2232 - output05_mean_squared_error: 31.5719 - output06_mean_squared_error: 37.3821 - output07_mean_squared_error: 47.5597 - output08_mean_squared_error: 27.9923 - output09_mean_squared_error: 37.5711 - output10_mean_squared_error: 27.4365 - output11_mean_squared_error: 31.7687 - output12_mean_squared_error: 32.3788 - output13_mean_squared_error: 35.6929 - output14_mean_squared_error: 32.1254 - output15_mean_squared_error: 41.2246 - output16_mean_squared_error: 28.4399 - output17_mean_squared_error: 50.8487 - output18_mean_squared_error: 25.7268 - output19_mean_squared_error: 18.9359 - output20_mean_squared_error: 28.5059 - output21_mean_squared_error: 51.2829 - output22_mean_squared_error: 33.2974 - output23_mean_squared_error: 22.5084 - output24_mean_squared_error: 36.9507 - output25_mean_squared_error: 41.2272 - output26_mean_squared_error: 23.1683 - output27_mean_squared_error: 43.0907 - output28_mean_squared_error: 34.3188 - output29_mean_squared_error: 45.4449 Epoch 132/2000 121/121 [==============================] - 0s 1ms/step - loss: 1038.8871 - output00_loss: 18.9700 - output01_loss: 25.6467 - output02_loss: 38.1731 - output03_loss: 50.8589 - output04_loss: 40.1806 - output05_loss: 31.4927 - output06_loss: 37.3529 - output07_loss: 47.4809 - output08_loss: 27.9326 - output09_loss: 37.4920 - output10_loss: 27.3848 - output11_loss: 31.7152 - output12_loss: 32.3221 - output13_loss: 35.6758 - output14_loss: 32.0864 - output15_loss: 41.1975 - output16_loss: 28.3951 - output17_loss: 50.7379 - output18_loss: 25.6697 - output19_loss: 18.8243 - output20_loss: 28.4751 - output21_loss: 51.2067 - output22_loss: 33.2583 - output23_loss: 22.4734 - output24_loss: 36.8890 - output25_loss: 41.1590 - output26_loss: 23.1254 - output27_loss: 43.0389 - output28_loss: 34.2664 - output29_loss: 45.4058 - output00_mean_squared_error: 18.9700 - output01_mean_squared_error: 25.6467 - output02_mean_squared_error: 38.1731 - output03_mean_squared_error: 50.8589 - output04_mean_squared_error: 40.1806 - output05_mean_squared_error: 31.4927 - output06_mean_squared_error: 37.3529 - output07_mean_squared_error: 47.4809 - output08_mean_squared_error: 27.9326 - output09_mean_squared_error: 37.4920 - output10_mean_squared_error: 27.3848 - output11_mean_squared_error: 31.7152 - output12_mean_squared_error: 32.3221 - output13_mean_squared_error: 35.6758 - output14_mean_squared_error: 32.0864 - output15_mean_squared_error: 41.1975 - output16_mean_squared_error: 28.3951 - output17_mean_squared_error: 50.7379 - output18_mean_squared_error: 25.6697 - output19_mean_squared_error: 18.8243 - output20_mean_squared_error: 28.4751 - output21_mean_squared_error: 51.2067 - output22_mean_squared_error: 33.2583 - output23_mean_squared_error: 22.4734 - output24_mean_squared_error: 36.8890 - output25_mean_squared_error: 41.1590 - output26_mean_squared_error: 23.1254 - output27_mean_squared_error: 43.0389 - output28_mean_squared_error: 34.2664 - output29_mean_squared_error: 45.4058 Epoch 133/2000 121/121 [==============================] - 0s 1ms/step - loss: 1037.2997 - output00_loss: 18.9320 - output01_loss: 25.6192 - output02_loss: 38.1303 - output03_loss: 50.8009 - output04_loss: 40.1395 - output05_loss: 31.4141 - output06_loss: 37.3242 - output07_loss: 47.4022 - output08_loss: 27.8733 - output09_loss: 37.4131 - output10_loss: 27.3336 - output11_loss: 31.6619 - output12_loss: 32.2656 - output13_loss: 35.6588 - output14_loss: 32.0475 - output15_loss: 41.1703 - output16_loss: 28.3506 - output17_loss: 50.6274 - output18_loss: 25.6128 - output19_loss: 18.7168 - output20_loss: 28.4443 - output21_loss: 51.1306 - output22_loss: 33.2194 - output23_loss: 22.4386 - output24_loss: 36.8275 - output25_loss: 41.0911 - output26_loss: 23.0827 - output27_loss: 42.9872 - output28_loss: 34.2160 - output29_loss: 45.3679 - output00_mean_squared_error: 18.9320 - output01_mean_squared_error: 25.6192 - output02_mean_squared_error: 38.1303 - output03_mean_squared_error: 50.8009 - output04_mean_squared_error: 40.1395 - output05_mean_squared_error: 31.4141 - output06_mean_squared_error: 37.3242 - output07_mean_squared_error: 47.4022 - output08_mean_squared_error: 27.8733 - output09_mean_squared_error: 37.4131 - output10_mean_squared_error: 27.3336 - output11_mean_squared_error: 31.6619 - output12_mean_squared_error: 32.2656 - output13_mean_squared_error: 35.6588 - output14_mean_squared_error: 32.0475 - output15_mean_squared_error: 41.1703 - output16_mean_squared_error: 28.3506 - output17_mean_squared_error: 50.6274 - output18_mean_squared_error: 25.6128 - output19_mean_squared_error: 18.7168 - output20_mean_squared_error: 28.4443 - output21_mean_squared_error: 51.1306 - output22_mean_squared_error: 33.2194 - output23_mean_squared_error: 22.4386 - output24_mean_squared_error: 36.8275 - output25_mean_squared_error: 41.0911 - output26_mean_squared_error: 23.0827 - output27_mean_squared_error: 42.9872 - output28_mean_squared_error: 34.2160 - output29_mean_squared_error: 45.3679 Epoch 134/2000 121/121 [==============================] - 0s 932us/step - loss: 1035.7264 - output00_loss: 18.8944 - output01_loss: 25.5917 - output02_loss: 38.0875 - output03_loss: 50.7430 - output04_loss: 40.0999 - output05_loss: 31.3360 - output06_loss: 37.2960 - output07_loss: 47.3237 - output08_loss: 27.8143 - output09_loss: 37.3346 - output10_loss: 27.2828 - output11_loss: 31.6089 - output12_loss: 32.2092 - output13_loss: 35.6420 - output14_loss: 32.0087 - output15_loss: 41.1432 - output16_loss: 28.3063 - output17_loss: 50.5171 - output18_loss: 25.5562 - output19_loss: 18.6135 - output20_loss: 28.4135 - output21_loss: 51.0548 - output22_loss: 33.1805 - output23_loss: 22.4039 - output24_loss: 36.7662 - output25_loss: 41.0237 - output26_loss: 23.0403 - output27_loss: 42.9357 - output28_loss: 34.1674 - output29_loss: 45.3311 - output00_mean_squared_error: 18.8944 - output01_mean_squared_error: 25.5917 - output02_mean_squared_error: 38.0875 - output03_mean_squared_error: 50.7430 - output04_mean_squared_error: 40.0999 - output05_mean_squared_error: 31.3360 - output06_mean_squared_error: 37.2960 - output07_mean_squared_error: 47.3237 - output08_mean_squared_error: 27.8143 - output09_mean_squared_error: 37.3346 - output10_mean_squared_error: 27.2828 - output11_mean_squared_error: 31.6089 - output12_mean_squared_error: 32.2092 - output13_mean_squared_error: 35.6420 - output14_mean_squared_error: 32.0087 - output15_mean_squared_error: 41.1432 - output16_mean_squared_error: 28.3063 - output17_mean_squared_error: 50.5171 - output18_mean_squared_error: 25.5562 - output19_mean_squared_error: 18.6135 - output20_mean_squared_error: 28.4135 - output21_mean_squared_error: 51.0548 - output22_mean_squared_error: 33.1805 - output23_mean_squared_error: 22.4039 - output24_mean_squared_error: 36.7662 - output25_mean_squared_error: 41.0237 - output26_mean_squared_error: 23.0403 - output27_mean_squared_error: 42.9357 - output28_mean_squared_error: 34.1674 - output29_mean_squared_error: 45.3311 Epoch 135/2000 121/121 [==============================] - 0s 1ms/step - loss: 1034.1671 - output00_loss: 18.8570 - output01_loss: 25.5642 - output02_loss: 38.0448 - output03_loss: 50.6854 - output04_loss: 40.0617 - output05_loss: 31.2585 - output06_loss: 37.2683 - output07_loss: 47.2453 - output08_loss: 27.7557 - output09_loss: 37.2564 - output10_loss: 27.2325 - output11_loss: 31.5561 - output12_loss: 32.1531 - output13_loss: 35.6253 - output14_loss: 31.9701 - output15_loss: 41.1161 - output16_loss: 28.2622 - output17_loss: 50.4072 - output18_loss: 25.4998 - output19_loss: 18.5141 - output20_loss: 28.3827 - output21_loss: 50.9792 - output22_loss: 33.1418 - output23_loss: 22.3694 - output24_loss: 36.7052 - output25_loss: 40.9565 - output26_loss: 22.9981 - output27_loss: 42.8843 - output28_loss: 34.1206 - output29_loss: 45.2955 - output00_mean_squared_error: 18.8570 - output01_mean_squared_error: 25.5642 - output02_mean_squared_error: 38.0448 - output03_mean_squared_error: 50.6854 - output04_mean_squared_error: 40.0617 - output05_mean_squared_error: 31.2585 - output06_mean_squared_error: 37.2683 - output07_mean_squared_error: 47.2453 - output08_mean_squared_error: 27.7557 - output09_mean_squared_error: 37.2564 - output10_mean_squared_error: 27.2325 - output11_mean_squared_error: 31.5561 - output12_mean_squared_error: 32.1531 - output13_mean_squared_error: 35.6253 - output14_mean_squared_error: 31.9701 - output15_mean_squared_error: 41.1161 - output16_mean_squared_error: 28.2622 - output17_mean_squared_error: 50.4072 - output18_mean_squared_error: 25.4998 - output19_mean_squared_error: 18.5141 - output20_mean_squared_error: 28.3827 - output21_mean_squared_error: 50.9792 - output22_mean_squared_error: 33.1418 - output23_mean_squared_error: 22.3694 - output24_mean_squared_error: 36.7052 - output25_mean_squared_error: 40.9565 - output26_mean_squared_error: 22.9981 - output27_mean_squared_error: 42.8843 - output28_mean_squared_error: 34.1206 - output29_mean_squared_error: 45.2955 Epoch 136/2000 121/121 [==============================] - 0s 911us/step - loss: 1032.6213 - output00_loss: 18.8200 - output01_loss: 25.5366 - output02_loss: 38.0020 - output03_loss: 50.6281 - output04_loss: 40.0248 - output05_loss: 31.1815 - output06_loss: 37.2410 - output07_loss: 47.1670 - output08_loss: 27.6973 - output09_loss: 37.1785 - output10_loss: 27.1826 - output11_loss: 31.5036 - output12_loss: 32.0971 - output13_loss: 35.6087 - output14_loss: 31.9315 - output15_loss: 41.0891 - output16_loss: 28.2184 - output17_loss: 50.2974 - output18_loss: 25.4436 - output19_loss: 18.4185 - output20_loss: 28.3520 - output21_loss: 50.9038 - output22_loss: 33.1032 - output23_loss: 22.3351 - output24_loss: 36.6444 - output25_loss: 40.8898 - output26_loss: 22.9562 - output27_loss: 42.8331 - output28_loss: 34.0755 - output29_loss: 45.2608 - output00_mean_squared_error: 18.8200 - output01_mean_squared_error: 25.5366 - output02_mean_squared_error: 38.0020 - output03_mean_squared_error: 50.6281 - output04_mean_squared_error: 40.0248 - output05_mean_squared_error: 31.1815 - output06_mean_squared_error: 37.2410 - output07_mean_squared_error: 47.1670 - output08_mean_squared_error: 27.6973 - output09_mean_squared_error: 37.1785 - output10_mean_squared_error: 27.1826 - output11_mean_squared_error: 31.5036 - output12_mean_squared_error: 32.0971 - output13_mean_squared_error: 35.6087 - output14_mean_squared_error: 31.9315 - output15_mean_squared_error: 41.0891 - output16_mean_squared_error: 28.2184 - output17_mean_squared_error: 50.2974 - output18_mean_squared_error: 25.4436 - output19_mean_squared_error: 18.4185 - output20_mean_squared_error: 28.3520 - output21_mean_squared_error: 50.9038 - output22_mean_squared_error: 33.1032 - output23_mean_squared_error: 22.3351 - output24_mean_squared_error: 36.6444 - output25_mean_squared_error: 40.8898 - output26_mean_squared_error: 22.9562 - output27_mean_squared_error: 42.8331 - output28_mean_squared_error: 34.0755 - output29_mean_squared_error: 45.2608 Epoch 137/2000 121/121 [==============================] - 0s 726us/step - loss: 1031.0881 - output00_loss: 18.7832 - output01_loss: 25.5091 - output02_loss: 37.9593 - output03_loss: 50.5709 - output04_loss: 39.9892 - output05_loss: 31.1050 - output06_loss: 37.2141 - output07_loss: 47.0888 - output08_loss: 27.6393 - output09_loss: 37.1008 - output10_loss: 27.1332 - output11_loss: 31.4513 - output12_loss: 32.0413 - output13_loss: 35.5921 - output14_loss: 31.8930 - output15_loss: 41.0620 - output16_loss: 28.1749 - output17_loss: 50.1880 - output18_loss: 25.3876 - output19_loss: 18.3266 - output20_loss: 28.3212 - output21_loss: 50.8286 - output22_loss: 33.0647 - output23_loss: 22.3009 - output24_loss: 36.5839 - output25_loss: 40.8234 - output26_loss: 22.9144 - output27_loss: 42.7820 - output28_loss: 34.0320 - output29_loss: 45.2271 - output00_mean_squared_error: 18.7832 - output01_mean_squared_error: 25.5091 - output02_mean_squared_error: 37.9593 - output03_mean_squared_error: 50.5709 - output04_mean_squared_error: 39.9892 - output05_mean_squared_error: 31.1050 - output06_mean_squared_error: 37.2141 - output07_mean_squared_error: 47.0888 - output08_mean_squared_error: 27.6393 - output09_mean_squared_error: 37.1008 - output10_mean_squared_error: 27.1332 - output11_mean_squared_error: 31.4513 - output12_mean_squared_error: 32.0413 - output13_mean_squared_error: 35.5921 - output14_mean_squared_error: 31.8930 - output15_mean_squared_error: 41.0620 - output16_mean_squared_error: 28.1749 - output17_mean_squared_error: 50.1880 - output18_mean_squared_error: 25.3876 - output19_mean_squared_error: 18.3266 - output20_mean_squared_error: 28.3212 - output21_mean_squared_error: 50.8286 - output22_mean_squared_error: 33.0647 - output23_mean_squared_error: 22.3009 - output24_mean_squared_error: 36.5839 - output25_mean_squared_error: 40.8234 - output26_mean_squared_error: 22.9144 - output27_mean_squared_error: 42.7820 - output28_mean_squared_error: 34.0320 - output29_mean_squared_error: 45.2271 Epoch 138/2000 121/121 [==============================] - 0s 1ms/step - loss: 1029.5680 - output00_loss: 18.7467 - output01_loss: 25.4816 - output02_loss: 37.9166 - output03_loss: 50.5141 - output04_loss: 39.9548 - output05_loss: 31.0290 - output06_loss: 37.1875 - output07_loss: 47.0108 - output08_loss: 27.5816 - output09_loss: 37.0235 - output10_loss: 27.0842 - output11_loss: 31.3992 - output12_loss: 31.9857 - output13_loss: 35.5756 - output14_loss: 31.8546 - output15_loss: 41.0349 - output16_loss: 28.1316 - output17_loss: 50.0788 - output18_loss: 25.3319 - output19_loss: 18.2382 - output20_loss: 28.2905 - output21_loss: 50.7536 - output22_loss: 33.0263 - output23_loss: 22.2669 - output24_loss: 36.5235 - output25_loss: 40.7574 - output26_loss: 22.8730 - output27_loss: 42.7311 - output28_loss: 33.9901 - output29_loss: 45.1944 - output00_mean_squared_error: 18.7467 - output01_mean_squared_error: 25.4816 - output02_mean_squared_error: 37.9166 - output03_mean_squared_error: 50.5141 - output04_mean_squared_error: 39.9548 - output05_mean_squared_error: 31.0290 - output06_mean_squared_error: 37.1875 - output07_mean_squared_error: 47.0108 - output08_mean_squared_error: 27.5816 - output09_mean_squared_error: 37.0235 - output10_mean_squared_error: 27.0842 - output11_mean_squared_error: 31.3992 - output12_mean_squared_error: 31.9857 - output13_mean_squared_error: 35.5756 - output14_mean_squared_error: 31.8546 - output15_mean_squared_error: 41.0349 - output16_mean_squared_error: 28.1316 - output17_mean_squared_error: 50.0788 - output18_mean_squared_error: 25.3319 - output19_mean_squared_error: 18.2382 - output20_mean_squared_error: 28.2905 - output21_mean_squared_error: 50.7536 - output22_mean_squared_error: 33.0263 - output23_mean_squared_error: 22.2669 - output24_mean_squared_error: 36.5235 - output25_mean_squared_error: 40.7574 - output26_mean_squared_error: 22.8730 - output27_mean_squared_error: 42.7311 - output28_mean_squared_error: 33.9901 - output29_mean_squared_error: 45.1944 Epoch 139/2000 121/121 [==============================] - 0s 1ms/step - loss: 1028.0599 - output00_loss: 18.7105 - output01_loss: 25.4541 - output02_loss: 37.8740 - output03_loss: 50.4574 - output04_loss: 39.9215 - output05_loss: 30.9536 - output06_loss: 37.1613 - output07_loss: 46.9329 - output08_loss: 27.5242 - output09_loss: 36.9465 - output10_loss: 27.0356 - output11_loss: 31.3474 - output12_loss: 31.9302 - output13_loss: 35.5593 - output14_loss: 31.8163 - output15_loss: 41.0079 - output16_loss: 28.0886 - output17_loss: 49.9700 - output18_loss: 25.2764 - output19_loss: 18.1533 - output20_loss: 28.2598 - output21_loss: 50.6789 - output22_loss: 32.9881 - output23_loss: 22.2330 - output24_loss: 36.4635 - output25_loss: 40.6917 - output26_loss: 22.8317 - output27_loss: 42.6804 - output28_loss: 33.9496 - output29_loss: 45.1624 - output00_mean_squared_error: 18.7105 - output01_mean_squared_error: 25.4541 - output02_mean_squared_error: 37.8740 - output03_mean_squared_error: 50.4574 - output04_mean_squared_error: 39.9215 - output05_mean_squared_error: 30.9536 - output06_mean_squared_error: 37.1613 - output07_mean_squared_error: 46.9329 - output08_mean_squared_error: 27.5242 - output09_mean_squared_error: 36.9465 - output10_mean_squared_error: 27.0356 - output11_mean_squared_error: 31.3474 - output12_mean_squared_error: 31.9302 - output13_mean_squared_error: 35.5593 - output14_mean_squared_error: 31.8163 - output15_mean_squared_error: 41.0079 - output16_mean_squared_error: 28.0886 - output17_mean_squared_error: 49.9700 - output18_mean_squared_error: 25.2764 - output19_mean_squared_error: 18.1533 - output20_mean_squared_error: 28.2598 - output21_mean_squared_error: 50.6789 - output22_mean_squared_error: 32.9881 - output23_mean_squared_error: 22.2330 - output24_mean_squared_error: 36.4635 - output25_mean_squared_error: 40.6917 - output26_mean_squared_error: 22.8317 - output27_mean_squared_error: 42.6804 - output28_mean_squared_error: 33.9496 - output29_mean_squared_error: 45.1624 Epoch 140/2000 121/121 [==============================] - 0s 1ms/step - loss: 1026.5637 - output00_loss: 18.6746 - output01_loss: 25.4266 - output02_loss: 37.8313 - output03_loss: 50.4010 - output04_loss: 39.8892 - output05_loss: 30.8787 - output06_loss: 37.1354 - output07_loss: 46.8551 - output08_loss: 27.4671 - output09_loss: 36.8698 - output10_loss: 26.9875 - output11_loss: 31.2958 - output12_loss: 31.8750 - output13_loss: 35.5429 - output14_loss: 31.7781 - output15_loss: 40.9809 - output16_loss: 28.0458 - output17_loss: 49.8614 - output18_loss: 25.2211 - output19_loss: 18.0716 - output20_loss: 28.2290 - output21_loss: 50.6043 - output22_loss: 32.9499 - output23_loss: 22.1992 - output24_loss: 36.4036 - output25_loss: 40.6264 - output26_loss: 22.7907 - output27_loss: 42.6298 - output28_loss: 33.9105 - output29_loss: 45.1313 - output00_mean_squared_error: 18.6746 - output01_mean_squared_error: 25.4266 - output02_mean_squared_error: 37.8313 - output03_mean_squared_error: 50.4010 - output04_mean_squared_error: 39.8892 - output05_mean_squared_error: 30.8787 - output06_mean_squared_error: 37.1354 - output07_mean_squared_error: 46.8551 - output08_mean_squared_error: 27.4671 - output09_mean_squared_error: 36.8698 - output10_mean_squared_error: 26.9875 - output11_mean_squared_error: 31.2958 - output12_mean_squared_error: 31.8750 - output13_mean_squared_error: 35.5429 - output14_mean_squared_error: 31.7781 - output15_mean_squared_error: 40.9809 - output16_mean_squared_error: 28.0458 - output17_mean_squared_error: 49.8614 - output18_mean_squared_error: 25.2211 - output19_mean_squared_error: 18.0716 - output20_mean_squared_error: 28.2290 - output21_mean_squared_error: 50.6043 - output22_mean_squared_error: 32.9499 - output23_mean_squared_error: 22.1992 - output24_mean_squared_error: 36.4036 - output25_mean_squared_error: 40.6264 - output26_mean_squared_error: 22.7907 - output27_mean_squared_error: 42.6298 - output28_mean_squared_error: 33.9105 - output29_mean_squared_error: 45.1313 Epoch 141/2000 121/121 [==============================] - 0s 2ms/step - loss: 1025.0787 - output00_loss: 18.6390 - output01_loss: 25.3992 - output02_loss: 37.7887 - output03_loss: 50.3448 - output04_loss: 39.8579 - output05_loss: 30.8042 - output06_loss: 37.1097 - output07_loss: 46.7775 - output08_loss: 27.4104 - output09_loss: 36.7934 - output10_loss: 26.9397 - output11_loss: 31.2445 - output12_loss: 31.8199 - output13_loss: 35.5266 - output14_loss: 31.7401 - output15_loss: 40.9539 - output16_loss: 28.0032 - output17_loss: 49.7531 - output18_loss: 25.1660 - output19_loss: 17.9930 - output20_loss: 28.1983 - output21_loss: 50.5299 - output22_loss: 32.9119 - output23_loss: 22.1656 - output24_loss: 36.3440 - output25_loss: 40.5615 - output26_loss: 22.7499 - output27_loss: 42.5794 - output28_loss: 33.8726 - output29_loss: 45.1009 - output00_mean_squared_error: 18.6390 - output01_mean_squared_error: 25.3992 - output02_mean_squared_error: 37.7887 - output03_mean_squared_error: 50.3448 - output04_mean_squared_error: 39.8579 - output05_mean_squared_error: 30.8042 - output06_mean_squared_error: 37.1097 - output07_mean_squared_error: 46.7775 - output08_mean_squared_error: 27.4104 - output09_mean_squared_error: 36.7934 - output10_mean_squared_error: 26.9397 - output11_mean_squared_error: 31.2445 - output12_mean_squared_error: 31.8199 - output13_mean_squared_error: 35.5266 - output14_mean_squared_error: 31.7401 - output15_mean_squared_error: 40.9539 - output16_mean_squared_error: 28.0032 - output17_mean_squared_error: 49.7531 - output18_mean_squared_error: 25.1660 - output19_mean_squared_error: 17.9930 - output20_mean_squared_error: 28.1983 - output21_mean_squared_error: 50.5299 - output22_mean_squared_error: 32.9119 - output23_mean_squared_error: 22.1656 - output24_mean_squared_error: 36.3440 - output25_mean_squared_error: 40.5615 - output26_mean_squared_error: 22.7499 - output27_mean_squared_error: 42.5794 - output28_mean_squared_error: 33.8726 - output29_mean_squared_error: 45.1009 Epoch 142/2000 121/121 [==============================] - 0s 1ms/step - loss: 1023.6051 - output00_loss: 18.6036 - output01_loss: 25.3717 - output02_loss: 37.7462 - output03_loss: 50.2888 - output04_loss: 39.8276 - output05_loss: 30.7303 - output06_loss: 37.0844 - output07_loss: 46.7000 - output08_loss: 27.3539 - output09_loss: 36.7173 - output10_loss: 26.8924 - output11_loss: 31.1934 - output12_loss: 31.7650 - output13_loss: 35.5104 - output14_loss: 31.7021 - output15_loss: 40.9269 - output16_loss: 27.9609 - output17_loss: 49.6450 - output18_loss: 25.1112 - output19_loss: 17.9176 - output20_loss: 28.1675 - output21_loss: 50.4558 - output22_loss: 32.8740 - output23_loss: 22.1322 - output24_loss: 36.2846 - output25_loss: 40.4969 - output26_loss: 22.7094 - output27_loss: 42.5291 - output28_loss: 33.8361 - output29_loss: 45.0712 - output00_mean_squared_error: 18.6036 - output01_mean_squared_error: 25.3717 - output02_mean_squared_error: 37.7462 - output03_mean_squared_error: 50.2888 - output04_mean_squared_error: 39.8276 - output05_mean_squared_error: 30.7303 - output06_mean_squared_error: 37.0844 - output07_mean_squared_error: 46.7000 - output08_mean_squared_error: 27.3539 - output09_mean_squared_error: 36.7173 - output10_mean_squared_error: 26.8924 - output11_mean_squared_error: 31.1934 - output12_mean_squared_error: 31.7650 - output13_mean_squared_error: 35.5104 - output14_mean_squared_error: 31.7021 - output15_mean_squared_error: 40.9269 - output16_mean_squared_error: 27.9609 - output17_mean_squared_error: 49.6450 - output18_mean_squared_error: 25.1112 - output19_mean_squared_error: 17.9176 - output20_mean_squared_error: 28.1675 - output21_mean_squared_error: 50.4558 - output22_mean_squared_error: 32.8740 - output23_mean_squared_error: 22.1322 - output24_mean_squared_error: 36.2846 - output25_mean_squared_error: 40.4969 - output26_mean_squared_error: 22.7094 - output27_mean_squared_error: 42.5291 - output28_mean_squared_error: 33.8361 - output29_mean_squared_error: 45.0712 Epoch 143/2000 121/121 [==============================] - 0s 913us/step - loss: 1022.1426 - output00_loss: 18.5685 - output01_loss: 25.3442 - output02_loss: 37.7036 - output03_loss: 50.2331 - output04_loss: 39.7982 - output05_loss: 30.6569 - output06_loss: 37.0592 - output07_loss: 46.6227 - output08_loss: 27.2977 - output09_loss: 36.6414 - output10_loss: 26.8455 - output11_loss: 31.1425 - output12_loss: 31.7103 - output13_loss: 35.4942 - output14_loss: 31.6642 - output15_loss: 40.8999 - output16_loss: 27.9189 - output17_loss: 49.5373 - output18_loss: 25.0566 - output19_loss: 17.8450 - output20_loss: 28.1368 - output21_loss: 50.3818 - output22_loss: 32.8362 - output23_loss: 22.0989 - output24_loss: 36.2255 - output25_loss: 40.4327 - output26_loss: 22.6691 - output27_loss: 42.4790 - output28_loss: 33.8006 - output29_loss: 45.0421 - output00_mean_squared_error: 18.5685 - output01_mean_squared_error: 25.3442 - output02_mean_squared_error: 37.7036 - output03_mean_squared_error: 50.2331 - output04_mean_squared_error: 39.7982 - output05_mean_squared_error: 30.6569 - output06_mean_squared_error: 37.0592 - output07_mean_squared_error: 46.6227 - output08_mean_squared_error: 27.2977 - output09_mean_squared_error: 36.6414 - output10_mean_squared_error: 26.8455 - output11_mean_squared_error: 31.1425 - output12_mean_squared_error: 31.7103 - output13_mean_squared_error: 35.4942 - output14_mean_squared_error: 31.6642 - output15_mean_squared_error: 40.8999 - output16_mean_squared_error: 27.9189 - output17_mean_squared_error: 49.5373 - output18_mean_squared_error: 25.0566 - output19_mean_squared_error: 17.8450 - output20_mean_squared_error: 28.1368 - output21_mean_squared_error: 50.3818 - output22_mean_squared_error: 32.8362 - output23_mean_squared_error: 22.0989 - output24_mean_squared_error: 36.2255 - output25_mean_squared_error: 40.4327 - output26_mean_squared_error: 22.6691 - output27_mean_squared_error: 42.4790 - output28_mean_squared_error: 33.8006 - output29_mean_squared_error: 45.0421 Epoch 144/2000 121/121 [==============================] - 0s 496us/step - loss: 1020.6902 - output00_loss: 18.5337 - output01_loss: 25.3168 - output02_loss: 37.6611 - output03_loss: 50.1776 - output04_loss: 39.7695 - output05_loss: 30.5840 - output06_loss: 37.0343 - output07_loss: 46.5455 - output08_loss: 27.2419 - output09_loss: 36.5659 - output10_loss: 26.7990 - output11_loss: 31.0919 - output12_loss: 31.6557 - output13_loss: 35.4780 - output14_loss: 31.6264 - output15_loss: 40.8729 - output16_loss: 27.8770 - output17_loss: 49.4298 - output18_loss: 25.0023 - output19_loss: 17.7753 - output20_loss: 28.1060 - output21_loss: 50.3081 - output22_loss: 32.7985 - output23_loss: 22.0658 - output24_loss: 36.1666 - output25_loss: 40.3688 - output26_loss: 22.6290 - output27_loss: 42.4290 - output28_loss: 33.7663 - output29_loss: 45.0137 - output00_mean_squared_error: 18.5337 - output01_mean_squared_error: 25.3168 - output02_mean_squared_error: 37.6611 - output03_mean_squared_error: 50.1776 - output04_mean_squared_error: 39.7695 - output05_mean_squared_error: 30.5840 - output06_mean_squared_error: 37.0343 - output07_mean_squared_error: 46.5455 - output08_mean_squared_error: 27.2419 - output09_mean_squared_error: 36.5659 - output10_mean_squared_error: 26.7990 - output11_mean_squared_error: 31.0919 - output12_mean_squared_error: 31.6557 - output13_mean_squared_error: 35.4780 - output14_mean_squared_error: 31.6264 - output15_mean_squared_error: 40.8729 - output16_mean_squared_error: 27.8770 - output17_mean_squared_error: 49.4298 - output18_mean_squared_error: 25.0023 - output19_mean_squared_error: 17.7753 - output20_mean_squared_error: 28.1060 - output21_mean_squared_error: 50.3081 - output22_mean_squared_error: 32.7985 - output23_mean_squared_error: 22.0658 - output24_mean_squared_error: 36.1666 - output25_mean_squared_error: 40.3688 - output26_mean_squared_error: 22.6290 - output27_mean_squared_error: 42.4290 - output28_mean_squared_error: 33.7663 - output29_mean_squared_error: 45.0137 Epoch 145/2000 121/121 [==============================] - 0s 1ms/step - loss: 1019.2482 - output00_loss: 18.4991 - output01_loss: 25.2894 - output02_loss: 37.6187 - output03_loss: 50.1223 - output04_loss: 39.7417 - output05_loss: 30.5115 - output06_loss: 37.0095 - output07_loss: 46.4684 - output08_loss: 27.1863 - output09_loss: 36.4907 - output10_loss: 26.7529 - output11_loss: 31.0415 - output12_loss: 31.6013 - output13_loss: 35.4618 - output14_loss: 31.5888 - output15_loss: 40.8460 - output16_loss: 27.8355 - output17_loss: 49.3226 - output18_loss: 24.9481 - output19_loss: 17.7082 - output20_loss: 28.0753 - output21_loss: 50.2346 - output22_loss: 32.7609 - output23_loss: 22.0328 - output24_loss: 36.1079 - output25_loss: 40.3052 - output26_loss: 22.5891 - output27_loss: 42.3792 - output28_loss: 33.7331 - output29_loss: 44.9858 - output00_mean_squared_error: 18.4991 - output01_mean_squared_error: 25.2894 - output02_mean_squared_error: 37.6187 - output03_mean_squared_error: 50.1223 - output04_mean_squared_error: 39.7417 - output05_mean_squared_error: 30.5115 - output06_mean_squared_error: 37.0095 - output07_mean_squared_error: 46.4684 - output08_mean_squared_error: 27.1863 - output09_mean_squared_error: 36.4907 - output10_mean_squared_error: 26.7529 - output11_mean_squared_error: 31.0415 - output12_mean_squared_error: 31.6013 - output13_mean_squared_error: 35.4618 - output14_mean_squared_error: 31.5888 - output15_mean_squared_error: 40.8460 - output16_mean_squared_error: 27.8355 - output17_mean_squared_error: 49.3226 - output18_mean_squared_error: 24.9481 - output19_mean_squared_error: 17.7082 - output20_mean_squared_error: 28.0753 - output21_mean_squared_error: 50.2346 - output22_mean_squared_error: 32.7609 - output23_mean_squared_error: 22.0328 - output24_mean_squared_error: 36.1079 - output25_mean_squared_error: 40.3052 - output26_mean_squared_error: 22.5891 - output27_mean_squared_error: 42.3792 - output28_mean_squared_error: 33.7331 - output29_mean_squared_error: 44.9858 Epoch 146/2000 121/121 [==============================] - 0s 1ms/step - loss: 1017.8162 - output00_loss: 18.4648 - output01_loss: 25.2620 - output02_loss: 37.5762 - output03_loss: 50.0672 - output04_loss: 39.7146 - output05_loss: 30.4396 - output06_loss: 36.9849 - output07_loss: 46.3915 - output08_loss: 27.1311 - output09_loss: 36.4158 - output10_loss: 26.7072 - output11_loss: 30.9914 - output12_loss: 31.5471 - output13_loss: 35.4457 - output14_loss: 31.5512 - output15_loss: 40.8190 - output16_loss: 27.7941 - output17_loss: 49.2157 - output18_loss: 24.8942 - output19_loss: 17.6438 - output20_loss: 28.0445 - output21_loss: 50.1612 - output22_loss: 32.7235 - output23_loss: 21.9999 - output24_loss: 36.0494 - output25_loss: 40.2420 - output26_loss: 22.5495 - output27_loss: 42.3295 - output28_loss: 33.7008 - output29_loss: 44.9585 - output00_mean_squared_error: 18.4648 - output01_mean_squared_error: 25.2620 - output02_mean_squared_error: 37.5762 - output03_mean_squared_error: 50.0672 - output04_mean_squared_error: 39.7146 - output05_mean_squared_error: 30.4396 - output06_mean_squared_error: 36.9849 - output07_mean_squared_error: 46.3915 - output08_mean_squared_error: 27.1311 - output09_mean_squared_error: 36.4158 - output10_mean_squared_error: 26.7072 - output11_mean_squared_error: 30.9914 - output12_mean_squared_error: 31.5471 - output13_mean_squared_error: 35.4457 - output14_mean_squared_error: 31.5512 - output15_mean_squared_error: 40.8190 - output16_mean_squared_error: 27.7941 - output17_mean_squared_error: 49.2157 - output18_mean_squared_error: 24.8942 - output19_mean_squared_error: 17.6438 - output20_mean_squared_error: 28.0445 - output21_mean_squared_error: 50.1612 - output22_mean_squared_error: 32.7235 - output23_mean_squared_error: 21.9999 - output24_mean_squared_error: 36.0494 - output25_mean_squared_error: 40.2420 - output26_mean_squared_error: 22.5495 - output27_mean_squared_error: 42.3295 - output28_mean_squared_error: 33.7008 - output29_mean_squared_error: 44.9585 Epoch 147/2000 121/121 [==============================] - 0s 1ms/step - loss: 1016.3937 - output00_loss: 18.4307 - output01_loss: 25.2346 - output02_loss: 37.5338 - output03_loss: 50.0123 - output04_loss: 39.6883 - output05_loss: 30.3682 - output06_loss: 36.9605 - output07_loss: 46.3147 - output08_loss: 27.0762 - output09_loss: 36.3412 - output10_loss: 26.6619 - output11_loss: 30.9414 - output12_loss: 31.4931 - output13_loss: 35.4296 - output14_loss: 31.5137 - output15_loss: 40.7921 - output16_loss: 27.7530 - output17_loss: 49.1091 - output18_loss: 24.8405 - output19_loss: 17.5819 - output20_loss: 28.0137 - output21_loss: 50.0881 - output22_loss: 32.6861 - output23_loss: 21.9672 - output24_loss: 35.9912 - output25_loss: 40.1791 - output26_loss: 22.5100 - output27_loss: 42.2800 - output28_loss: 33.6695 - output29_loss: 44.9317 - output00_mean_squared_error: 18.4307 - output01_mean_squared_error: 25.2346 - output02_mean_squared_error: 37.5338 - output03_mean_squared_error: 50.0123 - output04_mean_squared_error: 39.6883 - output05_mean_squared_error: 30.3682 - output06_mean_squared_error: 36.9605 - output07_mean_squared_error: 46.3147 - output08_mean_squared_error: 27.0762 - output09_mean_squared_error: 36.3412 - output10_mean_squared_error: 26.6619 - output11_mean_squared_error: 30.9414 - output12_mean_squared_error: 31.4931 - output13_mean_squared_error: 35.4296 - output14_mean_squared_error: 31.5137 - output15_mean_squared_error: 40.7921 - output16_mean_squared_error: 27.7530 - output17_mean_squared_error: 49.1091 - output18_mean_squared_error: 24.8405 - output19_mean_squared_error: 17.5819 - output20_mean_squared_error: 28.0137 - output21_mean_squared_error: 50.0881 - output22_mean_squared_error: 32.6861 - output23_mean_squared_error: 21.9672 - output24_mean_squared_error: 35.9912 - output25_mean_squared_error: 40.1791 - output26_mean_squared_error: 22.5100 - output27_mean_squared_error: 42.2800 - output28_mean_squared_error: 33.6695 - output29_mean_squared_error: 44.9317 Epoch 148/2000 121/121 [==============================] - 0s 559us/step - loss: 1014.9807 - output00_loss: 18.3970 - output01_loss: 25.2072 - output02_loss: 37.4915 - output03_loss: 49.9577 - output04_loss: 39.6625 - output05_loss: 30.2972 - output06_loss: 36.9362 - output07_loss: 46.2381 - output08_loss: 27.0215 - output09_loss: 36.2668 - output10_loss: 26.6169 - output11_loss: 30.8918 - output12_loss: 31.4393 - output13_loss: 35.4135 - output14_loss: 31.4764 - output15_loss: 40.7652 - output16_loss: 27.7121 - output17_loss: 49.0028 - output18_loss: 24.7871 - output19_loss: 17.5224 - output20_loss: 27.9830 - output21_loss: 50.0152 - output22_loss: 32.6489 - output23_loss: 21.9347 - output24_loss: 35.9333 - output25_loss: 40.1166 - output26_loss: 22.4708 - output27_loss: 42.2307 - output28_loss: 33.6391 - output29_loss: 44.9053 - output00_mean_squared_error: 18.3970 - output01_mean_squared_error: 25.2072 - output02_mean_squared_error: 37.4915 - output03_mean_squared_error: 49.9577 - output04_mean_squared_error: 39.6625 - output05_mean_squared_error: 30.2972 - output06_mean_squared_error: 36.9362 - output07_mean_squared_error: 46.2381 - output08_mean_squared_error: 27.0215 - output09_mean_squared_error: 36.2668 - output10_mean_squared_error: 26.6169 - output11_mean_squared_error: 30.8918 - output12_mean_squared_error: 31.4393 - output13_mean_squared_error: 35.4135 - output14_mean_squared_error: 31.4764 - output15_mean_squared_error: 40.7652 - output16_mean_squared_error: 27.7121 - output17_mean_squared_error: 49.0028 - output18_mean_squared_error: 24.7871 - output19_mean_squared_error: 17.5224 - output20_mean_squared_error: 27.9830 - output21_mean_squared_error: 50.0152 - output22_mean_squared_error: 32.6489 - output23_mean_squared_error: 21.9347 - output24_mean_squared_error: 35.9333 - output25_mean_squared_error: 40.1166 - output26_mean_squared_error: 22.4708 - output27_mean_squared_error: 42.2307 - output28_mean_squared_error: 33.6391 - output29_mean_squared_error: 44.9053 Epoch 149/2000 121/121 [==============================] - 0s 793us/step - loss: 1013.5771 - output00_loss: 18.3634 - output01_loss: 25.1799 - output02_loss: 37.4492 - output03_loss: 49.9033 - output04_loss: 39.6374 - output05_loss: 30.2267 - output06_loss: 36.9121 - output07_loss: 46.1617 - output08_loss: 26.9672 - output09_loss: 36.1928 - output10_loss: 26.5724 - output11_loss: 30.8423 - output12_loss: 31.3856 - output13_loss: 35.3974 - output14_loss: 31.4391 - output15_loss: 40.7384 - output16_loss: 27.6715 - output17_loss: 48.8968 - output18_loss: 24.7338 - output19_loss: 17.4652 - output20_loss: 27.9522 - output21_loss: 49.9425 - output22_loss: 32.6118 - output23_loss: 21.9023 - output24_loss: 35.8755 - output25_loss: 40.0544 - output26_loss: 22.4319 - output27_loss: 42.1815 - output28_loss: 33.6095 - output29_loss: 44.8794 - output00_mean_squared_error: 18.3634 - output01_mean_squared_error: 25.1799 - output02_mean_squared_error: 37.4492 - output03_mean_squared_error: 49.9033 - output04_mean_squared_error: 39.6374 - output05_mean_squared_error: 30.2267 - output06_mean_squared_error: 36.9121 - output07_mean_squared_error: 46.1617 - output08_mean_squared_error: 26.9672 - output09_mean_squared_error: 36.1928 - output10_mean_squared_error: 26.5724 - output11_mean_squared_error: 30.8423 - output12_mean_squared_error: 31.3856 - output13_mean_squared_error: 35.3974 - output14_mean_squared_error: 31.4391 - output15_mean_squared_error: 40.7384 - output16_mean_squared_error: 27.6715 - output17_mean_squared_error: 48.8968 - output18_mean_squared_error: 24.7338 - output19_mean_squared_error: 17.4652 - output20_mean_squared_error: 27.9522 - output21_mean_squared_error: 49.9425 - output22_mean_squared_error: 32.6118 - output23_mean_squared_error: 21.9023 - output24_mean_squared_error: 35.8755 - output25_mean_squared_error: 40.0544 - output26_mean_squared_error: 22.4319 - output27_mean_squared_error: 42.1815 - output28_mean_squared_error: 33.6095 - output29_mean_squared_error: 44.8794 Epoch 150/2000 121/121 [==============================] - 0s 1ms/step - loss: 1012.1822 - output00_loss: 18.3301 - output01_loss: 25.1525 - output02_loss: 37.4069 - output03_loss: 49.8491 - output04_loss: 39.6129 - output05_loss: 30.1567 - output06_loss: 36.8880 - output07_loss: 46.0854 - output08_loss: 26.9132 - output09_loss: 36.1190 - output10_loss: 26.5282 - output11_loss: 30.7931 - output12_loss: 31.3321 - output13_loss: 35.3813 - output14_loss: 31.4020 - output15_loss: 40.7115 - output16_loss: 27.6311 - output17_loss: 48.7911 - output18_loss: 24.6808 - output19_loss: 17.4102 - output20_loss: 27.9214 - output21_loss: 49.8701 - output22_loss: 32.5748 - output23_loss: 21.8700 - output24_loss: 35.8180 - output25_loss: 39.9926 - output26_loss: 22.3931 - output27_loss: 42.1325 - output28_loss: 33.5807 - output29_loss: 44.8538 - output00_mean_squared_error: 18.3301 - output01_mean_squared_error: 25.1525 - output02_mean_squared_error: 37.4069 - output03_mean_squared_error: 49.8491 - output04_mean_squared_error: 39.6129 - output05_mean_squared_error: 30.1567 - output06_mean_squared_error: 36.8880 - output07_mean_squared_error: 46.0854 - output08_mean_squared_error: 26.9132 - output09_mean_squared_error: 36.1190 - output10_mean_squared_error: 26.5282 - output11_mean_squared_error: 30.7931 - output12_mean_squared_error: 31.3321 - output13_mean_squared_error: 35.3813 - output14_mean_squared_error: 31.4020 - output15_mean_squared_error: 40.7115 - output16_mean_squared_error: 27.6311 - output17_mean_squared_error: 48.7911 - output18_mean_squared_error: 24.6808 - output19_mean_squared_error: 17.4102 - output20_mean_squared_error: 27.9214 - output21_mean_squared_error: 49.8701 - output22_mean_squared_error: 32.5748 - output23_mean_squared_error: 21.8700 - output24_mean_squared_error: 35.8180 - output25_mean_squared_error: 39.9926 - output26_mean_squared_error: 22.3931 - output27_mean_squared_error: 42.1325 - output28_mean_squared_error: 33.5807 - output29_mean_squared_error: 44.8538 Epoch 151/2000 121/121 [==============================] - 0s 1ms/step - loss: 1010.7960 - output00_loss: 18.2971 - output01_loss: 25.1252 - output02_loss: 37.3647 - output03_loss: 49.7951 - output04_loss: 39.5889 - output05_loss: 30.0871 - output06_loss: 36.8641 - output07_loss: 46.0092 - output08_loss: 26.8594 - output09_loss: 36.0456 - output10_loss: 26.4844 - output11_loss: 30.7441 - output12_loss: 31.2788 - output13_loss: 35.3652 - output14_loss: 31.3650 - output15_loss: 40.6847 - output16_loss: 27.5909 - output17_loss: 48.6857 - output18_loss: 24.6280 - output19_loss: 17.3574 - output20_loss: 27.8906 - output21_loss: 49.7978 - output22_loss: 32.5379 - output23_loss: 21.8379 - output24_loss: 35.7607 - output25_loss: 39.9311 - output26_loss: 22.3546 - output27_loss: 42.0836 - output28_loss: 33.5526 - output29_loss: 44.8287 - output00_mean_squared_error: 18.2971 - output01_mean_squared_error: 25.1252 - output02_mean_squared_error: 37.3647 - output03_mean_squared_error: 49.7951 - output04_mean_squared_error: 39.5889 - output05_mean_squared_error: 30.0871 - output06_mean_squared_error: 36.8641 - output07_mean_squared_error: 46.0092 - output08_mean_squared_error: 26.8594 - output09_mean_squared_error: 36.0456 - output10_mean_squared_error: 26.4844 - output11_mean_squared_error: 30.7441 - output12_mean_squared_error: 31.2788 - output13_mean_squared_error: 35.3652 - output14_mean_squared_error: 31.3650 - output15_mean_squared_error: 40.6847 - output16_mean_squared_error: 27.5909 - output17_mean_squared_error: 48.6857 - output18_mean_squared_error: 24.6280 - output19_mean_squared_error: 17.3574 - output20_mean_squared_error: 27.8906 - output21_mean_squared_error: 49.7978 - output22_mean_squared_error: 32.5379 - output23_mean_squared_error: 21.8379 - output24_mean_squared_error: 35.7607 - output25_mean_squared_error: 39.9311 - output26_mean_squared_error: 22.3546 - output27_mean_squared_error: 42.0836 - output28_mean_squared_error: 33.5526 - output29_mean_squared_error: 44.8287 Epoch 152/2000 121/121 [==============================] - 0s 936us/step - loss: 1009.4186 - output00_loss: 18.2643 - output01_loss: 25.0979 - output02_loss: 37.3225 - output03_loss: 49.7413 - output04_loss: 39.5654 - output05_loss: 30.0180 - output06_loss: 36.8402 - output07_loss: 45.9332 - output08_loss: 26.8060 - output09_loss: 35.9724 - output10_loss: 26.4410 - output11_loss: 30.6953 - output12_loss: 31.2256 - output13_loss: 35.3492 - output14_loss: 31.3280 - output15_loss: 40.6578 - output16_loss: 27.5510 - output17_loss: 48.5806 - output18_loss: 24.5755 - output19_loss: 17.3066 - output20_loss: 27.8598 - output21_loss: 49.7257 - output22_loss: 32.5011 - output23_loss: 21.8060 - output24_loss: 35.7037 - output25_loss: 39.8699 - output26_loss: 22.3163 - output27_loss: 42.0349 - output28_loss: 33.5253 - output29_loss: 44.8039 - output00_mean_squared_error: 18.2643 - output01_mean_squared_error: 25.0979 - output02_mean_squared_error: 37.3225 - output03_mean_squared_error: 49.7413 - output04_mean_squared_error: 39.5654 - output05_mean_squared_error: 30.0180 - output06_mean_squared_error: 36.8402 - output07_mean_squared_error: 45.9332 - output08_mean_squared_error: 26.8060 - output09_mean_squared_error: 35.9724 - output10_mean_squared_error: 26.4410 - output11_mean_squared_error: 30.6953 - output12_mean_squared_error: 31.2256 - output13_mean_squared_error: 35.3492 - output14_mean_squared_error: 31.3280 - output15_mean_squared_error: 40.6578 - output16_mean_squared_error: 27.5510 - output17_mean_squared_error: 48.5806 - output18_mean_squared_error: 24.5755 - output19_mean_squared_error: 17.3066 - output20_mean_squared_error: 27.8598 - output21_mean_squared_error: 49.7257 - output22_mean_squared_error: 32.5011 - output23_mean_squared_error: 21.8060 - output24_mean_squared_error: 35.7037 - output25_mean_squared_error: 39.8699 - output26_mean_squared_error: 22.3163 - output27_mean_squared_error: 42.0349 - output28_mean_squared_error: 33.5253 - output29_mean_squared_error: 44.8039 Epoch 153/2000 121/121 [==============================] - 0s 940us/step - loss: 1008.0491 - output00_loss: 18.2318 - output01_loss: 25.0706 - output02_loss: 37.2803 - output03_loss: 49.6877 - output04_loss: 39.5423 - output05_loss: 29.9494 - output06_loss: 36.8165 - output07_loss: 45.8574 - output08_loss: 26.7528 - output09_loss: 35.8996 - output10_loss: 26.3980 - output11_loss: 30.6468 - output12_loss: 31.1727 - output13_loss: 35.3331 - output14_loss: 31.2912 - output15_loss: 40.6310 - output16_loss: 27.5113 - output17_loss: 48.4757 - output18_loss: 24.5231 - output19_loss: 17.2578 - output20_loss: 27.8290 - output21_loss: 49.6539 - output22_loss: 32.4645 - output23_loss: 21.7742 - output24_loss: 35.6468 - output25_loss: 39.8090 - output26_loss: 22.2782 - output27_loss: 41.9864 - output28_loss: 33.4986 - output29_loss: 44.7794 - output00_mean_squared_error: 18.2318 - output01_mean_squared_error: 25.0706 - output02_mean_squared_error: 37.2803 - output03_mean_squared_error: 49.6877 - output04_mean_squared_error: 39.5423 - output05_mean_squared_error: 29.9494 - output06_mean_squared_error: 36.8165 - output07_mean_squared_error: 45.8574 - output08_mean_squared_error: 26.7528 - output09_mean_squared_error: 35.8996 - output10_mean_squared_error: 26.3980 - output11_mean_squared_error: 30.6468 - output12_mean_squared_error: 31.1727 - output13_mean_squared_error: 35.3331 - output14_mean_squared_error: 31.2912 - output15_mean_squared_error: 40.6310 - output16_mean_squared_error: 27.5113 - output17_mean_squared_error: 48.4757 - output18_mean_squared_error: 24.5231 - output19_mean_squared_error: 17.2578 - output20_mean_squared_error: 27.8290 - output21_mean_squared_error: 49.6539 - output22_mean_squared_error: 32.4645 - output23_mean_squared_error: 21.7742 - output24_mean_squared_error: 35.6468 - output25_mean_squared_error: 39.8090 - output26_mean_squared_error: 22.2782 - output27_mean_squared_error: 41.9864 - output28_mean_squared_error: 33.4986 - output29_mean_squared_error: 44.7794 Epoch 154/2000 121/121 [==============================] - 0s 2ms/step - loss: 1006.6879 - output00_loss: 18.1995 - output01_loss: 25.0433 - output02_loss: 37.2382 - output03_loss: 49.6343 - output04_loss: 39.5198 - output05_loss: 29.8812 - output06_loss: 36.7928 - output07_loss: 45.7817 - output08_loss: 26.6999 - output09_loss: 35.8270 - output10_loss: 26.3553 - output11_loss: 30.5985 - output12_loss: 31.1199 - output13_loss: 35.3170 - output14_loss: 31.2545 - output15_loss: 40.6042 - output16_loss: 27.4718 - output17_loss: 48.3712 - output18_loss: 24.4710 - output19_loss: 17.2109 - output20_loss: 27.7982 - output21_loss: 49.5823 - output22_loss: 32.4279 - output23_loss: 21.7425 - output24_loss: 35.5903 - output25_loss: 39.7485 - output26_loss: 22.2403 - output27_loss: 41.9380 - output28_loss: 33.4726 - output29_loss: 44.7552 - output00_mean_squared_error: 18.1995 - output01_mean_squared_error: 25.0433 - output02_mean_squared_error: 37.2382 - output03_mean_squared_error: 49.6343 - output04_mean_squared_error: 39.5198 - output05_mean_squared_error: 29.8812 - output06_mean_squared_error: 36.7928 - output07_mean_squared_error: 45.7817 - output08_mean_squared_error: 26.6999 - output09_mean_squared_error: 35.8270 - output10_mean_squared_error: 26.3553 - output11_mean_squared_error: 30.5985 - output12_mean_squared_error: 31.1199 - output13_mean_squared_error: 35.3170 - output14_mean_squared_error: 31.2545 - output15_mean_squared_error: 40.6042 - output16_mean_squared_error: 27.4718 - output17_mean_squared_error: 48.3712 - output18_mean_squared_error: 24.4710 - output19_mean_squared_error: 17.2109 - output20_mean_squared_error: 27.7982 - output21_mean_squared_error: 49.5823 - output22_mean_squared_error: 32.4279 - output23_mean_squared_error: 21.7425 - output24_mean_squared_error: 35.5903 - output25_mean_squared_error: 39.7485 - output26_mean_squared_error: 22.2403 - output27_mean_squared_error: 41.9380 - output28_mean_squared_error: 33.4726 - output29_mean_squared_error: 44.7552 Epoch 155/2000 121/121 [==============================] - 0s 783us/step - loss: 1005.3345 - output00_loss: 18.1674 - output01_loss: 25.0161 - output02_loss: 37.1961 - output03_loss: 49.5812 - output04_loss: 39.4976 - output05_loss: 29.8135 - output06_loss: 36.7691 - output07_loss: 45.7062 - output08_loss: 26.6474 - output09_loss: 35.7547 - output10_loss: 26.3130 - output11_loss: 30.5504 - output12_loss: 31.0673 - output13_loss: 35.3009 - output14_loss: 31.2179 - output15_loss: 40.5775 - output16_loss: 27.4326 - output17_loss: 48.2670 - output18_loss: 24.4192 - output19_loss: 17.1658 - output20_loss: 27.7673 - output21_loss: 49.5108 - output22_loss: 32.3915 - output23_loss: 21.7110 - output24_loss: 35.5339 - output25_loss: 39.6883 - output26_loss: 22.2026 - output27_loss: 41.8898 - output28_loss: 33.4471 - output29_loss: 44.7313 - output00_mean_squared_error: 18.1674 - output01_mean_squared_error: 25.0161 - output02_mean_squared_error: 37.1961 - output03_mean_squared_error: 49.5812 - output04_mean_squared_error: 39.4976 - output05_mean_squared_error: 29.8135 - output06_mean_squared_error: 36.7691 - output07_mean_squared_error: 45.7062 - output08_mean_squared_error: 26.6474 - output09_mean_squared_error: 35.7547 - output10_mean_squared_error: 26.3130 - output11_mean_squared_error: 30.5504 - output12_mean_squared_error: 31.0673 - output13_mean_squared_error: 35.3009 - output14_mean_squared_error: 31.2179 - output15_mean_squared_error: 40.5775 - output16_mean_squared_error: 27.4326 - output17_mean_squared_error: 48.2670 - output18_mean_squared_error: 24.4192 - output19_mean_squared_error: 17.1658 - output20_mean_squared_error: 27.7673 - output21_mean_squared_error: 49.5108 - output22_mean_squared_error: 32.3915 - output23_mean_squared_error: 21.7110 - output24_mean_squared_error: 35.5339 - output25_mean_squared_error: 39.6883 - output26_mean_squared_error: 22.2026 - output27_mean_squared_error: 41.8898 - output28_mean_squared_error: 33.4471 - output29_mean_squared_error: 44.7313 Epoch 156/2000 121/121 [==============================] - 0s 1ms/step - loss: 1003.9890 - output00_loss: 18.1356 - output01_loss: 24.9889 - output02_loss: 37.1541 - output03_loss: 49.5282 - output04_loss: 39.4758 - output05_loss: 29.7462 - output06_loss: 36.7455 - output07_loss: 45.6309 - output08_loss: 26.5951 - output09_loss: 35.6827 - output10_loss: 26.2710 - output11_loss: 30.5026 - output12_loss: 31.0148 - output13_loss: 35.2849 - output14_loss: 31.1814 - output15_loss: 40.5507 - output16_loss: 27.3936 - output17_loss: 48.1631 - output18_loss: 24.3675 - output19_loss: 17.1224 - output20_loss: 27.7365 - output21_loss: 49.4396 - output22_loss: 32.3552 - output23_loss: 21.6796 - output24_loss: 35.4778 - output25_loss: 39.6284 - output26_loss: 22.1651 - output27_loss: 41.8417 - output28_loss: 33.4222 - output29_loss: 44.7077 - output00_mean_squared_error: 18.1356 - output01_mean_squared_error: 24.9889 - output02_mean_squared_error: 37.1541 - output03_mean_squared_error: 49.5282 - output04_mean_squared_error: 39.4758 - output05_mean_squared_error: 29.7462 - output06_mean_squared_error: 36.7455 - output07_mean_squared_error: 45.6309 - output08_mean_squared_error: 26.5951 - output09_mean_squared_error: 35.6827 - output10_mean_squared_error: 26.2710 - output11_mean_squared_error: 30.5026 - output12_mean_squared_error: 31.0148 - output13_mean_squared_error: 35.2849 - output14_mean_squared_error: 31.1814 - output15_mean_squared_error: 40.5507 - output16_mean_squared_error: 27.3936 - output17_mean_squared_error: 48.1631 - output18_mean_squared_error: 24.3675 - output19_mean_squared_error: 17.1224 - output20_mean_squared_error: 27.7365 - output21_mean_squared_error: 49.4396 - output22_mean_squared_error: 32.3552 - output23_mean_squared_error: 21.6796 - output24_mean_squared_error: 35.4778 - output25_mean_squared_error: 39.6284 - output26_mean_squared_error: 22.1651 - output27_mean_squared_error: 41.8417 - output28_mean_squared_error: 33.4222 - output29_mean_squared_error: 44.7077 Epoch 157/2000 121/121 [==============================] - 0s 2ms/step - loss: 1002.6508 - output00_loss: 18.1040 - output01_loss: 24.9617 - output02_loss: 37.1121 - output03_loss: 49.4754 - output04_loss: 39.4544 - output05_loss: 29.6794 - output06_loss: 36.7220 - output07_loss: 45.5557 - output08_loss: 26.5431 - output09_loss: 35.6110 - output10_loss: 26.2294 - output11_loss: 30.4549 - output12_loss: 30.9626 - output13_loss: 35.2688 - output14_loss: 31.1450 - output15_loss: 40.5240 - output16_loss: 27.3548 - output17_loss: 48.0594 - output18_loss: 24.3161 - output19_loss: 17.0807 - output20_loss: 27.7057 - output21_loss: 49.3686 - output22_loss: 32.3190 - output23_loss: 21.6484 - output24_loss: 35.4219 - output25_loss: 39.5689 - output26_loss: 22.1279 - output27_loss: 41.7938 - output28_loss: 33.3979 - output29_loss: 44.6843 - output00_mean_squared_error: 18.1040 - output01_mean_squared_error: 24.9617 - output02_mean_squared_error: 37.1121 - output03_mean_squared_error: 49.4754 - output04_mean_squared_error: 39.4544 - output05_mean_squared_error: 29.6794 - output06_mean_squared_error: 36.7220 - output07_mean_squared_error: 45.5557 - output08_mean_squared_error: 26.5431 - output09_mean_squared_error: 35.6110 - output10_mean_squared_error: 26.2294 - output11_mean_squared_error: 30.4549 - output12_mean_squared_error: 30.9626 - output13_mean_squared_error: 35.2688 - output14_mean_squared_error: 31.1450 - output15_mean_squared_error: 40.5240 - output16_mean_squared_error: 27.3548 - output17_mean_squared_error: 48.0594 - output18_mean_squared_error: 24.3161 - output19_mean_squared_error: 17.0807 - output20_mean_squared_error: 27.7057 - output21_mean_squared_error: 49.3686 - output22_mean_squared_error: 32.3190 - output23_mean_squared_error: 21.6484 - output24_mean_squared_error: 35.4219 - output25_mean_squared_error: 39.5689 - output26_mean_squared_error: 22.1279 - output27_mean_squared_error: 41.7938 - output28_mean_squared_error: 33.3979 - output29_mean_squared_error: 44.6843 Epoch 158/2000 121/121 [==============================] - 0s 2ms/step - loss: 1001.3201 - output00_loss: 18.0726 - output01_loss: 24.9345 - output02_loss: 37.0702 - output03_loss: 49.4229 - output04_loss: 39.4334 - output05_loss: 29.6130 - output06_loss: 36.6985 - output07_loss: 45.4806 - output08_loss: 26.4914 - output09_loss: 35.5396 - output10_loss: 26.1882 - output11_loss: 30.4075 - output12_loss: 30.9105 - output13_loss: 35.2527 - output14_loss: 31.1087 - output15_loss: 40.4973 - output16_loss: 27.3162 - output17_loss: 47.9561 - output18_loss: 24.2649 - output19_loss: 17.0406 - output20_loss: 27.6749 - output21_loss: 49.2979 - output22_loss: 32.2829 - output23_loss: 21.6173 - output24_loss: 35.3662 - output25_loss: 39.5097 - output26_loss: 22.0908 - output27_loss: 41.7461 - output28_loss: 33.3740 - output29_loss: 44.6611 - output00_mean_squared_error: 18.0726 - output01_mean_squared_error: 24.9345 - output02_mean_squared_error: 37.0702 - output03_mean_squared_error: 49.4229 - output04_mean_squared_error: 39.4334 - output05_mean_squared_error: 29.6130 - output06_mean_squared_error: 36.6985 - output07_mean_squared_error: 45.4806 - output08_mean_squared_error: 26.4914 - output09_mean_squared_error: 35.5396 - output10_mean_squared_error: 26.1882 - output11_mean_squared_error: 30.4075 - output12_mean_squared_error: 30.9105 - output13_mean_squared_error: 35.2527 - output14_mean_squared_error: 31.1087 - output15_mean_squared_error: 40.4973 - output16_mean_squared_error: 27.3162 - output17_mean_squared_error: 47.9561 - output18_mean_squared_error: 24.2649 - output19_mean_squared_error: 17.0406 - output20_mean_squared_error: 27.6749 - output21_mean_squared_error: 49.2979 - output22_mean_squared_error: 32.2829 - output23_mean_squared_error: 21.6173 - output24_mean_squared_error: 35.3662 - output25_mean_squared_error: 39.5097 - output26_mean_squared_error: 22.0908 - output27_mean_squared_error: 41.7461 - output28_mean_squared_error: 33.3740 - output29_mean_squared_error: 44.6611 Epoch 159/2000 121/121 [==============================] - 0s 1ms/step - loss: 999.9966 - output00_loss: 18.0415 - output01_loss: 24.9073 - output02_loss: 37.0284 - output03_loss: 49.3705 - output04_loss: 39.4126 - output05_loss: 29.5471 - output06_loss: 36.6750 - output07_loss: 45.4058 - output08_loss: 26.4399 - output09_loss: 35.4685 - output10_loss: 26.1472 - output11_loss: 30.3604 - output12_loss: 30.8586 - output13_loss: 35.2366 - output14_loss: 31.0725 - output15_loss: 40.4706 - output16_loss: 27.2778 - output17_loss: 47.8531 - output18_loss: 24.2139 - output19_loss: 17.0020 - output20_loss: 27.6440 - output21_loss: 49.2273 - output22_loss: 32.2469 - output23_loss: 21.5863 - output24_loss: 35.3108 - output25_loss: 39.4508 - output26_loss: 22.0540 - output27_loss: 41.6985 - output28_loss: 33.3506 - output29_loss: 44.6381 - output00_mean_squared_error: 18.0415 - output01_mean_squared_error: 24.9073 - output02_mean_squared_error: 37.0284 - output03_mean_squared_error: 49.3705 - output04_mean_squared_error: 39.4126 - output05_mean_squared_error: 29.5471 - output06_mean_squared_error: 36.6750 - output07_mean_squared_error: 45.4058 - output08_mean_squared_error: 26.4399 - output09_mean_squared_error: 35.4685 - output10_mean_squared_error: 26.1472 - output11_mean_squared_error: 30.3604 - output12_mean_squared_error: 30.8586 - output13_mean_squared_error: 35.2366 - output14_mean_squared_error: 31.0725 - output15_mean_squared_error: 40.4706 - output16_mean_squared_error: 27.2778 - output17_mean_squared_error: 47.8531 - output18_mean_squared_error: 24.2139 - output19_mean_squared_error: 17.0020 - output20_mean_squared_error: 27.6440 - output21_mean_squared_error: 49.2273 - output22_mean_squared_error: 32.2469 - output23_mean_squared_error: 21.5863 - output24_mean_squared_error: 35.3108 - output25_mean_squared_error: 39.4508 - output26_mean_squared_error: 22.0540 - output27_mean_squared_error: 41.6985 - output28_mean_squared_error: 33.3506 - output29_mean_squared_error: 44.6381 Epoch 160/2000 121/121 [==============================] - 0s 1ms/step - loss: 998.6804 - output00_loss: 18.0106 - output01_loss: 24.8802 - output02_loss: 36.9865 - output03_loss: 49.3184 - output04_loss: 39.3922 - output05_loss: 29.4816 - output06_loss: 36.6516 - output07_loss: 45.3311 - output08_loss: 26.3888 - output09_loss: 35.3976 - output10_loss: 26.1067 - output11_loss: 30.3134 - output12_loss: 30.8069 - output13_loss: 35.2205 - output14_loss: 31.0364 - output15_loss: 40.4440 - output16_loss: 27.2397 - output17_loss: 47.7504 - output18_loss: 24.1631 - output19_loss: 16.9649 - output20_loss: 27.6132 - output21_loss: 49.1569 - output22_loss: 32.2111 - output23_loss: 21.5555 - output24_loss: 35.2555 - output25_loss: 39.3922 - output26_loss: 22.0174 - output27_loss: 41.6511 - output28_loss: 33.3276 - output29_loss: 44.6153 - output00_mean_squared_error: 18.0106 - output01_mean_squared_error: 24.8802 - output02_mean_squared_error: 36.9865 - output03_mean_squared_error: 49.3184 - output04_mean_squared_error: 39.3922 - output05_mean_squared_error: 29.4816 - output06_mean_squared_error: 36.6516 - output07_mean_squared_error: 45.3311 - output08_mean_squared_error: 26.3888 - output09_mean_squared_error: 35.3976 - output10_mean_squared_error: 26.1067 - output11_mean_squared_error: 30.3134 - output12_mean_squared_error: 30.8069 - output13_mean_squared_error: 35.2205 - output14_mean_squared_error: 31.0364 - output15_mean_squared_error: 40.4440 - output16_mean_squared_error: 27.2397 - output17_mean_squared_error: 47.7504 - output18_mean_squared_error: 24.1631 - output19_mean_squared_error: 16.9649 - output20_mean_squared_error: 27.6132 - output21_mean_squared_error: 49.1569 - output22_mean_squared_error: 32.2111 - output23_mean_squared_error: 21.5555 - output24_mean_squared_error: 35.2555 - output25_mean_squared_error: 39.3922 - output26_mean_squared_error: 22.0174 - output27_mean_squared_error: 41.6511 - output28_mean_squared_error: 33.3276 - output29_mean_squared_error: 44.6153 Epoch 161/2000 121/121 [==============================] - 0s 1ms/step - loss: 997.3707 - output00_loss: 17.9799 - output01_loss: 24.8531 - output02_loss: 36.9448 - output03_loss: 49.2664 - output04_loss: 39.3720 - output05_loss: 29.4166 - output06_loss: 36.6281 - output07_loss: 45.2565 - output08_loss: 26.3379 - output09_loss: 35.3271 - output10_loss: 26.0664 - output11_loss: 30.2667 - output12_loss: 30.7553 - output13_loss: 35.2044 - output14_loss: 31.0005 - output15_loss: 40.4173 - output16_loss: 27.2018 - output17_loss: 47.6480 - output18_loss: 24.1126 - output19_loss: 16.9292 - output20_loss: 27.5824 - output21_loss: 49.0868 - output22_loss: 32.1753 - output23_loss: 21.5249 - output24_loss: 35.2006 - output25_loss: 39.3339 - output26_loss: 21.9809 - output27_loss: 41.6039 - output28_loss: 33.3050 - output29_loss: 44.5927 - output00_mean_squared_error: 17.9799 - output01_mean_squared_error: 24.8531 - output02_mean_squared_error: 36.9448 - output03_mean_squared_error: 49.2664 - output04_mean_squared_error: 39.3720 - output05_mean_squared_error: 29.4166 - output06_mean_squared_error: 36.6281 - output07_mean_squared_error: 45.2565 - output08_mean_squared_error: 26.3379 - output09_mean_squared_error: 35.3271 - output10_mean_squared_error: 26.0664 - output11_mean_squared_error: 30.2667 - output12_mean_squared_error: 30.7553 - output13_mean_squared_error: 35.2044 - output14_mean_squared_error: 31.0005 - output15_mean_squared_error: 40.4173 - output16_mean_squared_error: 27.2018 - output17_mean_squared_error: 47.6480 - output18_mean_squared_error: 24.1126 - output19_mean_squared_error: 16.9292 - output20_mean_squared_error: 27.5824 - output21_mean_squared_error: 49.0868 - output22_mean_squared_error: 32.1753 - output23_mean_squared_error: 21.5249 - output24_mean_squared_error: 35.2006 - output25_mean_squared_error: 39.3339 - output26_mean_squared_error: 21.9809 - output27_mean_squared_error: 41.6039 - output28_mean_squared_error: 33.3050 - output29_mean_squared_error: 44.5927 Epoch 162/2000 121/121 [==============================] - 0s 2ms/step - loss: 996.0681 - output00_loss: 17.9495 - output01_loss: 24.8260 - output02_loss: 36.9030 - output03_loss: 49.2146 - output04_loss: 39.3521 - output05_loss: 29.3519 - output06_loss: 36.6047 - output07_loss: 45.1821 - output08_loss: 26.2873 - output09_loss: 35.2568 - output10_loss: 26.0265 - output11_loss: 30.2201 - output12_loss: 30.7039 - output13_loss: 35.1883 - output14_loss: 30.9646 - output15_loss: 40.3907 - output16_loss: 27.1641 - output17_loss: 47.5459 - output18_loss: 24.0622 - output19_loss: 16.8948 - output20_loss: 27.5515 - output21_loss: 49.0168 - output22_loss: 32.1397 - output23_loss: 21.4944 - output24_loss: 35.1458 - output25_loss: 39.2760 - output26_loss: 21.9447 - output27_loss: 41.5568 - output28_loss: 33.2828 - output29_loss: 44.5702 - output00_mean_squared_error: 17.9495 - output01_mean_squared_error: 24.8260 - output02_mean_squared_error: 36.9030 - output03_mean_squared_error: 49.2146 - output04_mean_squared_error: 39.3521 - output05_mean_squared_error: 29.3519 - output06_mean_squared_error: 36.6047 - output07_mean_squared_error: 45.1821 - output08_mean_squared_error: 26.2873 - output09_mean_squared_error: 35.2568 - output10_mean_squared_error: 26.0265 - output11_mean_squared_error: 30.2201 - output12_mean_squared_error: 30.7039 - output13_mean_squared_error: 35.1883 - output14_mean_squared_error: 30.9646 - output15_mean_squared_error: 40.3907 - output16_mean_squared_error: 27.1641 - output17_mean_squared_error: 47.5459 - output18_mean_squared_error: 24.0622 - output19_mean_squared_error: 16.8948 - output20_mean_squared_error: 27.5515 - output21_mean_squared_error: 49.0168 - output22_mean_squared_error: 32.1397 - output23_mean_squared_error: 21.4944 - output24_mean_squared_error: 35.1458 - output25_mean_squared_error: 39.2760 - output26_mean_squared_error: 21.9447 - output27_mean_squared_error: 41.5568 - output28_mean_squared_error: 33.2828 - output29_mean_squared_error: 44.5702 Epoch 163/2000 121/121 [==============================] - 0s 1ms/step - loss: 994.7721 - output00_loss: 17.9192 - output01_loss: 24.7990 - output02_loss: 36.8614 - output03_loss: 49.1630 - output04_loss: 39.3324 - output05_loss: 29.2877 - output06_loss: 36.5813 - output07_loss: 45.1079 - output08_loss: 26.2370 - output09_loss: 35.1868 - output10_loss: 25.9870 - output11_loss: 30.1738 - output12_loss: 30.6527 - output13_loss: 35.1721 - output14_loss: 30.9289 - output15_loss: 40.3641 - output16_loss: 27.1266 - output17_loss: 47.4441 - output18_loss: 24.0121 - output19_loss: 16.8617 - output20_loss: 27.5207 - output21_loss: 48.9471 - output22_loss: 32.1042 - output23_loss: 21.4640 - output24_loss: 35.0912 - output25_loss: 39.2183 - output26_loss: 21.9087 - output27_loss: 41.5098 - output28_loss: 33.2610 - output29_loss: 44.5479 - output00_mean_squared_error: 17.9192 - output01_mean_squared_error: 24.7990 - output02_mean_squared_error: 36.8614 - output03_mean_squared_error: 49.1630 - output04_mean_squared_error: 39.3324 - output05_mean_squared_error: 29.2877 - output06_mean_squared_error: 36.5813 - output07_mean_squared_error: 45.1079 - output08_mean_squared_error: 26.2370 - output09_mean_squared_error: 35.1868 - output10_mean_squared_error: 25.9870 - output11_mean_squared_error: 30.1738 - output12_mean_squared_error: 30.6527 - output13_mean_squared_error: 35.1721 - output14_mean_squared_error: 30.9289 - output15_mean_squared_error: 40.3641 - output16_mean_squared_error: 27.1266 - output17_mean_squared_error: 47.4441 - output18_mean_squared_error: 24.0121 - output19_mean_squared_error: 16.8617 - output20_mean_squared_error: 27.5207 - output21_mean_squared_error: 48.9471 - output22_mean_squared_error: 32.1042 - output23_mean_squared_error: 21.4640 - output24_mean_squared_error: 35.0912 - output25_mean_squared_error: 39.2183 - output26_mean_squared_error: 21.9087 - output27_mean_squared_error: 41.5098 - output28_mean_squared_error: 33.2610 - output29_mean_squared_error: 44.5479 Epoch 164/2000 121/121 [==============================] - 0s 1ms/step - loss: 993.4824 - output00_loss: 17.8892 - output01_loss: 24.7719 - output02_loss: 36.8198 - output03_loss: 49.1116 - output04_loss: 39.3130 - output05_loss: 29.2239 - output06_loss: 36.5580 - output07_loss: 45.0339 - output08_loss: 26.1870 - output09_loss: 35.1171 - output10_loss: 25.9477 - output11_loss: 30.1278 - output12_loss: 30.6016 - output13_loss: 35.1560 - output14_loss: 30.8932 - output15_loss: 40.3376 - output16_loss: 27.0894 - output17_loss: 47.3427 - output18_loss: 23.9623 - output19_loss: 16.8298 - output20_loss: 27.4898 - output21_loss: 48.8776 - output22_loss: 32.0688 - output23_loss: 21.4338 - output24_loss: 35.0369 - output25_loss: 39.1610 - output26_loss: 21.8729 - output27_loss: 41.4630 - output28_loss: 33.2395 - output29_loss: 44.5257 - output00_mean_squared_error: 17.8892 - output01_mean_squared_error: 24.7719 - output02_mean_squared_error: 36.8198 - output03_mean_squared_error: 49.1116 - output04_mean_squared_error: 39.3130 - output05_mean_squared_error: 29.2239 - output06_mean_squared_error: 36.5580 - output07_mean_squared_error: 45.0339 - output08_mean_squared_error: 26.1870 - output09_mean_squared_error: 35.1171 - output10_mean_squared_error: 25.9477 - output11_mean_squared_error: 30.1278 - output12_mean_squared_error: 30.6016 - output13_mean_squared_error: 35.1560 - output14_mean_squared_error: 30.8932 - output15_mean_squared_error: 40.3376 - output16_mean_squared_error: 27.0894 - output17_mean_squared_error: 47.3427 - output18_mean_squared_error: 23.9623 - output19_mean_squared_error: 16.8298 - output20_mean_squared_error: 27.4898 - output21_mean_squared_error: 48.8776 - output22_mean_squared_error: 32.0688 - output23_mean_squared_error: 21.4338 - output24_mean_squared_error: 35.0369 - output25_mean_squared_error: 39.1610 - output26_mean_squared_error: 21.8729 - output27_mean_squared_error: 41.4630 - output28_mean_squared_error: 33.2395 - output29_mean_squared_error: 44.5257 Epoch 165/2000 121/121 [==============================] - 0s 1ms/step - loss: 992.1994 - output00_loss: 17.8594 - output01_loss: 24.7449 - output02_loss: 36.7782 - output03_loss: 49.0604 - output04_loss: 39.2937 - output05_loss: 29.1606 - output06_loss: 36.5346 - output07_loss: 44.9601 - output08_loss: 26.1372 - output09_loss: 35.0477 - output10_loss: 25.9088 - output11_loss: 30.0819 - output12_loss: 30.5508 - output13_loss: 35.1399 - output14_loss: 30.8577 - output15_loss: 40.3110 - output16_loss: 27.0524 - output17_loss: 47.2415 - output18_loss: 23.9126 - output19_loss: 16.7991 - output20_loss: 27.4590 - output21_loss: 48.8083 - output22_loss: 32.0335 - output23_loss: 21.4037 - output24_loss: 34.9828 - output25_loss: 39.1040 - output26_loss: 21.8373 - output27_loss: 41.4164 - output28_loss: 33.2183 - output29_loss: 44.5036 - output00_mean_squared_error: 17.8594 - output01_mean_squared_error: 24.7449 - output02_mean_squared_error: 36.7782 - output03_mean_squared_error: 49.0604 - output04_mean_squared_error: 39.2937 - output05_mean_squared_error: 29.1606 - output06_mean_squared_error: 36.5346 - output07_mean_squared_error: 44.9601 - output08_mean_squared_error: 26.1372 - output09_mean_squared_error: 35.0477 - output10_mean_squared_error: 25.9088 - output11_mean_squared_error: 30.0819 - output12_mean_squared_error: 30.5508 - output13_mean_squared_error: 35.1399 - output14_mean_squared_error: 30.8577 - output15_mean_squared_error: 40.3110 - output16_mean_squared_error: 27.0524 - output17_mean_squared_error: 47.2415 - output18_mean_squared_error: 23.9126 - output19_mean_squared_error: 16.7991 - output20_mean_squared_error: 27.4590 - output21_mean_squared_error: 48.8083 - output22_mean_squared_error: 32.0335 - output23_mean_squared_error: 21.4037 - output24_mean_squared_error: 34.9828 - output25_mean_squared_error: 39.1040 - output26_mean_squared_error: 21.8373 - output27_mean_squared_error: 41.4164 - output28_mean_squared_error: 33.2183 - output29_mean_squared_error: 44.5036 Epoch 166/2000 121/121 [==============================] - 0s 820us/step - loss: 990.9225 - output00_loss: 17.8298 - output01_loss: 24.7179 - output02_loss: 36.7367 - output03_loss: 49.0094 - output04_loss: 39.2746 - output05_loss: 29.0977 - output06_loss: 36.5112 - output07_loss: 44.8864 - output08_loss: 26.0877 - output09_loss: 34.9785 - output10_loss: 25.8702 - output11_loss: 30.0363 - output12_loss: 30.5001 - output13_loss: 35.1238 - output14_loss: 30.8223 - output15_loss: 40.2845 - output16_loss: 27.0155 - output17_loss: 47.1406 - output18_loss: 23.8632 - output19_loss: 16.7695 - output20_loss: 27.4282 - output21_loss: 48.7392 - output22_loss: 31.9983 - output23_loss: 21.3738 - output24_loss: 34.9290 - output25_loss: 39.0473 - output26_loss: 21.8018 - output27_loss: 41.3700 - output28_loss: 33.1974 - output29_loss: 44.4816 - output00_mean_squared_error: 17.8298 - output01_mean_squared_error: 24.7179 - output02_mean_squared_error: 36.7367 - output03_mean_squared_error: 49.0094 - output04_mean_squared_error: 39.2746 - output05_mean_squared_error: 29.0977 - output06_mean_squared_error: 36.5112 - output07_mean_squared_error: 44.8864 - output08_mean_squared_error: 26.0877 - output09_mean_squared_error: 34.9785 - output10_mean_squared_error: 25.8702 - output11_mean_squared_error: 30.0363 - output12_mean_squared_error: 30.5001 - output13_mean_squared_error: 35.1238 - output14_mean_squared_error: 30.8223 - output15_mean_squared_error: 40.2845 - output16_mean_squared_error: 27.0155 - output17_mean_squared_error: 47.1406 - output18_mean_squared_error: 23.8632 - output19_mean_squared_error: 16.7695 - output20_mean_squared_error: 27.4282 - output21_mean_squared_error: 48.7392 - output22_mean_squared_error: 31.9983 - output23_mean_squared_error: 21.3738 - output24_mean_squared_error: 34.9290 - output25_mean_squared_error: 39.0473 - output26_mean_squared_error: 21.8018 - output27_mean_squared_error: 41.3700 - output28_mean_squared_error: 33.1974 - output29_mean_squared_error: 44.4816 Epoch 167/2000 121/121 [==============================] - 0s 1ms/step - loss: 989.6520 - output00_loss: 17.8004 - output01_loss: 24.6910 - output02_loss: 36.6953 - output03_loss: 48.9586 - output04_loss: 39.2558 - output05_loss: 29.0351 - output06_loss: 36.4878 - output07_loss: 44.8129 - output08_loss: 26.0385 - output09_loss: 34.9097 - output10_loss: 25.8319 - output11_loss: 29.9908 - output12_loss: 30.4495 - output13_loss: 35.1076 - output14_loss: 30.7870 - output15_loss: 40.2580 - output16_loss: 26.9789 - output17_loss: 47.0401 - output18_loss: 23.8140 - output19_loss: 16.7410 - output20_loss: 27.3974 - output21_loss: 48.6703 - output22_loss: 31.9633 - output23_loss: 21.3440 - output24_loss: 34.8754 - output25_loss: 38.9909 - output26_loss: 21.7666 - output27_loss: 41.3237 - output28_loss: 33.1768 - output29_loss: 44.4598 - output00_mean_squared_error: 17.8004 - output01_mean_squared_error: 24.6910 - output02_mean_squared_error: 36.6953 - output03_mean_squared_error: 48.9586 - output04_mean_squared_error: 39.2558 - output05_mean_squared_error: 29.0351 - output06_mean_squared_error: 36.4878 - output07_mean_squared_error: 44.8129 - output08_mean_squared_error: 26.0385 - output09_mean_squared_error: 34.9097 - output10_mean_squared_error: 25.8319 - output11_mean_squared_error: 29.9908 - output12_mean_squared_error: 30.4495 - output13_mean_squared_error: 35.1076 - output14_mean_squared_error: 30.7870 - output15_mean_squared_error: 40.2580 - output16_mean_squared_error: 26.9789 - output17_mean_squared_error: 47.0401 - output18_mean_squared_error: 23.8140 - output19_mean_squared_error: 16.7410 - output20_mean_squared_error: 27.3974 - output21_mean_squared_error: 48.6703 - output22_mean_squared_error: 31.9633 - output23_mean_squared_error: 21.3440 - output24_mean_squared_error: 34.8754 - output25_mean_squared_error: 38.9909 - output26_mean_squared_error: 21.7666 - output27_mean_squared_error: 41.3237 - output28_mean_squared_error: 33.1768 - output29_mean_squared_error: 44.4598 Epoch 168/2000 121/121 [==============================] - 0s 2ms/step - loss: 988.3874 - output00_loss: 17.7712 - output01_loss: 24.6640 - output02_loss: 36.6539 - output03_loss: 48.9079 - output04_loss: 39.2370 - output05_loss: 28.9730 - output06_loss: 36.4644 - output07_loss: 44.7395 - output08_loss: 25.9896 - output09_loss: 34.8411 - output10_loss: 25.7939 - output11_loss: 29.9456 - output12_loss: 30.3992 - output13_loss: 35.0915 - output14_loss: 30.7518 - output15_loss: 40.2316 - output16_loss: 26.9425 - output17_loss: 46.9399 - output18_loss: 23.7650 - output19_loss: 16.7135 - output20_loss: 27.3665 - output21_loss: 48.6017 - output22_loss: 31.9283 - output23_loss: 21.3143 - output24_loss: 34.8219 - output25_loss: 38.9348 - output26_loss: 21.7316 - output27_loss: 41.2775 - output28_loss: 33.1565 - output29_loss: 44.4380 - output00_mean_squared_error: 17.7712 - output01_mean_squared_error: 24.6640 - output02_mean_squared_error: 36.6539 - output03_mean_squared_error: 48.9079 - output04_mean_squared_error: 39.2370 - output05_mean_squared_error: 28.9730 - output06_mean_squared_error: 36.4644 - output07_mean_squared_error: 44.7395 - output08_mean_squared_error: 25.9896 - output09_mean_squared_error: 34.8411 - output10_mean_squared_error: 25.7939 - output11_mean_squared_error: 29.9456 - output12_mean_squared_error: 30.3992 - output13_mean_squared_error: 35.0915 - output14_mean_squared_error: 30.7518 - output15_mean_squared_error: 40.2316 - output16_mean_squared_error: 26.9425 - output17_mean_squared_error: 46.9399 - output18_mean_squared_error: 23.7650 - output19_mean_squared_error: 16.7135 - output20_mean_squared_error: 27.3665 - output21_mean_squared_error: 48.6017 - output22_mean_squared_error: 31.9283 - output23_mean_squared_error: 21.3143 - output24_mean_squared_error: 34.8219 - output25_mean_squared_error: 38.9348 - output26_mean_squared_error: 21.7316 - output27_mean_squared_error: 41.2775 - output28_mean_squared_error: 33.1565 - output29_mean_squared_error: 44.4380 Epoch 169/2000 121/121 [==============================] - 0s 1ms/step - loss: 987.1288 - output00_loss: 17.7423 - output01_loss: 24.6371 - output02_loss: 36.6125 - output03_loss: 48.8575 - output04_loss: 39.2185 - output05_loss: 28.9113 - output06_loss: 36.4411 - output07_loss: 44.6664 - output08_loss: 25.9409 - output09_loss: 34.7728 - output10_loss: 25.7563 - output11_loss: 29.9006 - output12_loss: 30.3490 - output13_loss: 35.0753 - output14_loss: 30.7167 - output15_loss: 40.2051 - output16_loss: 26.9063 - output17_loss: 46.8399 - output18_loss: 23.7162 - output19_loss: 16.6870 - output20_loss: 27.3357 - output21_loss: 48.5332 - output22_loss: 31.8935 - output23_loss: 21.2848 - output24_loss: 34.7687 - output25_loss: 38.8790 - output26_loss: 21.6967 - output27_loss: 41.2315 - output28_loss: 33.1364 - output29_loss: 44.4163 - output00_mean_squared_error: 17.7423 - output01_mean_squared_error: 24.6371 - output02_mean_squared_error: 36.6125 - output03_mean_squared_error: 48.8575 - output04_mean_squared_error: 39.2185 - output05_mean_squared_error: 28.9113 - output06_mean_squared_error: 36.4411 - output07_mean_squared_error: 44.6664 - output08_mean_squared_error: 25.9409 - output09_mean_squared_error: 34.7728 - output10_mean_squared_error: 25.7563 - output11_mean_squared_error: 29.9006 - output12_mean_squared_error: 30.3490 - output13_mean_squared_error: 35.0753 - output14_mean_squared_error: 30.7167 - output15_mean_squared_error: 40.2051 - output16_mean_squared_error: 26.9063 - output17_mean_squared_error: 46.8399 - output18_mean_squared_error: 23.7162 - output19_mean_squared_error: 16.6870 - output20_mean_squared_error: 27.3357 - output21_mean_squared_error: 48.5332 - output22_mean_squared_error: 31.8935 - output23_mean_squared_error: 21.2848 - output24_mean_squared_error: 34.7687 - output25_mean_squared_error: 38.8790 - output26_mean_squared_error: 21.6967 - output27_mean_squared_error: 41.2315 - output28_mean_squared_error: 33.1364 - output29_mean_squared_error: 44.4163 Epoch 170/2000 121/121 [==============================] - 0s 1ms/step - loss: 985.8760 - output00_loss: 17.7135 - output01_loss: 24.6103 - output02_loss: 36.5713 - output03_loss: 48.8072 - output04_loss: 39.2000 - output05_loss: 28.8500 - output06_loss: 36.4177 - output07_loss: 44.5934 - output08_loss: 25.8924 - output09_loss: 34.7048 - output10_loss: 25.7189 - output11_loss: 29.8558 - output12_loss: 30.2990 - output13_loss: 35.0591 - output14_loss: 30.6817 - output15_loss: 40.1787 - output16_loss: 26.8704 - output17_loss: 46.7403 - output18_loss: 23.6676 - output19_loss: 16.6615 - output20_loss: 27.3049 - output21_loss: 48.4650 - output22_loss: 31.8588 - output23_loss: 21.2554 - output24_loss: 34.7158 - output25_loss: 38.8235 - output26_loss: 21.6621 - output27_loss: 41.1857 - output28_loss: 33.1165 - output29_loss: 44.3947 - output00_mean_squared_error: 17.7135 - output01_mean_squared_error: 24.6103 - output02_mean_squared_error: 36.5713 - output03_mean_squared_error: 48.8072 - output04_mean_squared_error: 39.2000 - output05_mean_squared_error: 28.8500 - output06_mean_squared_error: 36.4177 - output07_mean_squared_error: 44.5934 - output08_mean_squared_error: 25.8924 - output09_mean_squared_error: 34.7048 - output10_mean_squared_error: 25.7189 - output11_mean_squared_error: 29.8558 - output12_mean_squared_error: 30.2990 - output13_mean_squared_error: 35.0591 - output14_mean_squared_error: 30.6817 - output15_mean_squared_error: 40.1787 - output16_mean_squared_error: 26.8704 - output17_mean_squared_error: 46.7403 - output18_mean_squared_error: 23.6676 - output19_mean_squared_error: 16.6615 - output20_mean_squared_error: 27.3049 - output21_mean_squared_error: 48.4650 - output22_mean_squared_error: 31.8588 - output23_mean_squared_error: 21.2554 - output24_mean_squared_error: 34.7158 - output25_mean_squared_error: 38.8235 - output26_mean_squared_error: 21.6621 - output27_mean_squared_error: 41.1857 - output28_mean_squared_error: 33.1165 - output29_mean_squared_error: 44.3947 Epoch 171/2000 121/121 [==============================] - 0s 1ms/step - loss: 984.6290 - output00_loss: 17.6849 - output01_loss: 24.5834 - output02_loss: 36.5300 - output03_loss: 48.7571 - output04_loss: 39.1818 - output05_loss: 28.7891 - output06_loss: 36.3942 - output07_loss: 44.5205 - output08_loss: 25.8443 - output09_loss: 34.6370 - output10_loss: 25.6819 - output11_loss: 29.8113 - output12_loss: 30.2492 - output13_loss: 35.0430 - output14_loss: 30.6469 - output15_loss: 40.1523 - output16_loss: 26.8346 - output17_loss: 46.6410 - output18_loss: 23.6193 - output19_loss: 16.6368 - output20_loss: 27.2741 - output21_loss: 48.3969 - output22_loss: 31.8242 - output23_loss: 21.2261 - output24_loss: 34.6630 - output25_loss: 38.7683 - output26_loss: 21.6277 - output27_loss: 41.1401 - output28_loss: 33.0968 - output29_loss: 44.3731 - output00_mean_squared_error: 17.6849 - output01_mean_squared_error: 24.5834 - output02_mean_squared_error: 36.5300 - output03_mean_squared_error: 48.7571 - output04_mean_squared_error: 39.1818 - output05_mean_squared_error: 28.7891 - output06_mean_squared_error: 36.3942 - output07_mean_squared_error: 44.5205 - output08_mean_squared_error: 25.8443 - output09_mean_squared_error: 34.6370 - output10_mean_squared_error: 25.6819 - output11_mean_squared_error: 29.8113 - output12_mean_squared_error: 30.2492 - output13_mean_squared_error: 35.0430 - output14_mean_squared_error: 30.6469 - output15_mean_squared_error: 40.1523 - output16_mean_squared_error: 26.8346 - output17_mean_squared_error: 46.6410 - output18_mean_squared_error: 23.6193 - output19_mean_squared_error: 16.6368 - output20_mean_squared_error: 27.2741 - output21_mean_squared_error: 48.3969 - output22_mean_squared_error: 31.8242 - output23_mean_squared_error: 21.2261 - output24_mean_squared_error: 34.6630 - output25_mean_squared_error: 38.7683 - output26_mean_squared_error: 21.6277 - output27_mean_squared_error: 41.1401 - output28_mean_squared_error: 33.0968 - output29_mean_squared_error: 44.3731 Epoch 172/2000 121/121 [==============================] - 0s 1ms/step - loss: 983.3876 - output00_loss: 17.6566 - output01_loss: 24.5566 - output02_loss: 36.4889 - output03_loss: 48.7072 - output04_loss: 39.1636 - output05_loss: 28.7286 - output06_loss: 36.3708 - output07_loss: 44.4479 - output08_loss: 25.7964 - output09_loss: 34.5696 - output10_loss: 25.6451 - output11_loss: 29.7669 - output12_loss: 30.1995 - output13_loss: 35.0268 - output14_loss: 30.6121 - output15_loss: 40.1260 - output16_loss: 26.7990 - output17_loss: 46.5421 - output18_loss: 23.5711 - output19_loss: 16.6130 - output20_loss: 27.2433 - output21_loss: 48.3291 - output22_loss: 31.7897 - output23_loss: 21.1970 - output24_loss: 34.6105 - output25_loss: 38.7135 - output26_loss: 21.5934 - output27_loss: 41.0946 - output28_loss: 33.0773 - output29_loss: 44.3516 - output00_mean_squared_error: 17.6566 - output01_mean_squared_error: 24.5566 - output02_mean_squared_error: 36.4889 - output03_mean_squared_error: 48.7072 - output04_mean_squared_error: 39.1636 - output05_mean_squared_error: 28.7286 - output06_mean_squared_error: 36.3708 - output07_mean_squared_error: 44.4479 - output08_mean_squared_error: 25.7964 - output09_mean_squared_error: 34.5696 - output10_mean_squared_error: 25.6451 - output11_mean_squared_error: 29.7669 - output12_mean_squared_error: 30.1995 - output13_mean_squared_error: 35.0268 - output14_mean_squared_error: 30.6121 - output15_mean_squared_error: 40.1260 - output16_mean_squared_error: 26.7990 - output17_mean_squared_error: 46.5421 - output18_mean_squared_error: 23.5711 - output19_mean_squared_error: 16.6130 - output20_mean_squared_error: 27.2433 - output21_mean_squared_error: 48.3291 - output22_mean_squared_error: 31.7897 - output23_mean_squared_error: 21.1970 - output24_mean_squared_error: 34.6105 - output25_mean_squared_error: 38.7135 - output26_mean_squared_error: 21.5934 - output27_mean_squared_error: 41.0946 - output28_mean_squared_error: 33.0773 - output29_mean_squared_error: 44.3516 Epoch 173/2000 121/121 [==============================] - 0s 1ms/step - loss: 982.1521 - output00_loss: 17.6284 - output01_loss: 24.5298 - output02_loss: 36.4478 - output03_loss: 48.6574 - output04_loss: 39.1455 - output05_loss: 28.6685 - output06_loss: 36.3474 - output07_loss: 44.3755 - output08_loss: 25.7488 - output09_loss: 34.5024 - output10_loss: 25.6087 - output11_loss: 29.7227 - output12_loss: 30.1500 - output13_loss: 35.0106 - output14_loss: 30.5775 - output15_loss: 40.0997 - output16_loss: 26.7637 - output17_loss: 46.4434 - output18_loss: 23.5232 - output19_loss: 16.5900 - output20_loss: 27.2125 - output21_loss: 48.2615 - output22_loss: 31.7553 - output23_loss: 21.1681 - output24_loss: 34.5582 - output25_loss: 38.6589 - output26_loss: 21.5593 - output27_loss: 41.0492 - output28_loss: 33.0581 - output29_loss: 44.3301 - output00_mean_squared_error: 17.6284 - output01_mean_squared_error: 24.5298 - output02_mean_squared_error: 36.4478 - output03_mean_squared_error: 48.6574 - output04_mean_squared_error: 39.1455 - output05_mean_squared_error: 28.6685 - output06_mean_squared_error: 36.3474 - output07_mean_squared_error: 44.3755 - output08_mean_squared_error: 25.7488 - output09_mean_squared_error: 34.5024 - output10_mean_squared_error: 25.6087 - output11_mean_squared_error: 29.7227 - output12_mean_squared_error: 30.1500 - output13_mean_squared_error: 35.0106 - output14_mean_squared_error: 30.5775 - output15_mean_squared_error: 40.0997 - output16_mean_squared_error: 26.7637 - output17_mean_squared_error: 46.4434 - output18_mean_squared_error: 23.5232 - output19_mean_squared_error: 16.5900 - output20_mean_squared_error: 27.2125 - output21_mean_squared_error: 48.2615 - output22_mean_squared_error: 31.7553 - output23_mean_squared_error: 21.1681 - output24_mean_squared_error: 34.5582 - output25_mean_squared_error: 38.6589 - output26_mean_squared_error: 21.5593 - output27_mean_squared_error: 41.0492 - output28_mean_squared_error: 33.0581 - output29_mean_squared_error: 44.3301 Epoch 174/2000 121/121 [==============================] - 0s 501us/step - loss: 980.9218 - output00_loss: 17.6004 - output01_loss: 24.5030 - output02_loss: 36.4068 - output03_loss: 48.6079 - output04_loss: 39.1275 - output05_loss: 28.6088 - output06_loss: 36.3240 - output07_loss: 44.3032 - output08_loss: 25.7014 - output09_loss: 34.4355 - output10_loss: 25.5725 - output11_loss: 29.6788 - output12_loss: 30.1007 - output13_loss: 34.9944 - output14_loss: 30.5429 - output15_loss: 40.0733 - output16_loss: 26.7285 - output17_loss: 46.3451 - output18_loss: 23.4755 - output19_loss: 16.5677 - output20_loss: 27.1817 - output21_loss: 48.1941 - output22_loss: 31.7210 - output23_loss: 21.1392 - output24_loss: 34.5061 - output25_loss: 38.6046 - output26_loss: 21.5255 - output27_loss: 41.0041 - output28_loss: 33.0389 - output29_loss: 44.3087 - output00_mean_squared_error: 17.6004 - output01_mean_squared_error: 24.5030 - output02_mean_squared_error: 36.4068 - output03_mean_squared_error: 48.6079 - output04_mean_squared_error: 39.1275 - output05_mean_squared_error: 28.6088 - output06_mean_squared_error: 36.3240 - output07_mean_squared_error: 44.3032 - output08_mean_squared_error: 25.7014 - output09_mean_squared_error: 34.4355 - output10_mean_squared_error: 25.5725 - output11_mean_squared_error: 29.6788 - output12_mean_squared_error: 30.1007 - output13_mean_squared_error: 34.9944 - output14_mean_squared_error: 30.5429 - output15_mean_squared_error: 40.0733 - output16_mean_squared_error: 26.7285 - output17_mean_squared_error: 46.3451 - output18_mean_squared_error: 23.4755 - output19_mean_squared_error: 16.5677 - output20_mean_squared_error: 27.1817 - output21_mean_squared_error: 48.1941 - output22_mean_squared_error: 31.7210 - output23_mean_squared_error: 21.1392 - output24_mean_squared_error: 34.5061 - output25_mean_squared_error: 38.6046 - output26_mean_squared_error: 21.5255 - output27_mean_squared_error: 41.0041 - output28_mean_squared_error: 33.0389 - output29_mean_squared_error: 44.3087 Epoch 175/2000 121/121 [==============================] - 0s 773us/step - loss: 979.6971 - output00_loss: 17.5727 - output01_loss: 24.4763 - output02_loss: 36.3658 - output03_loss: 48.5585 - output04_loss: 39.1097 - output05_loss: 28.5494 - output06_loss: 36.3005 - output07_loss: 44.2311 - output08_loss: 25.6543 - output09_loss: 34.3688 - output10_loss: 25.5366 - output11_loss: 29.6351 - output12_loss: 30.0515 - output13_loss: 34.9782 - output14_loss: 30.5085 - output15_loss: 40.0471 - output16_loss: 26.6936 - output17_loss: 46.2470 - output18_loss: 23.4281 - output19_loss: 16.5462 - output20_loss: 27.1509 - output21_loss: 48.1269 - output22_loss: 31.6869 - output23_loss: 21.1105 - output24_loss: 34.4543 - output25_loss: 38.5506 - output26_loss: 21.4918 - output27_loss: 40.9590 - output28_loss: 33.0200 - output29_loss: 44.2874 - output00_mean_squared_error: 17.5727 - output01_mean_squared_error: 24.4763 - output02_mean_squared_error: 36.3658 - output03_mean_squared_error: 48.5585 - output04_mean_squared_error: 39.1097 - output05_mean_squared_error: 28.5494 - output06_mean_squared_error: 36.3005 - output07_mean_squared_error: 44.2311 - output08_mean_squared_error: 25.6543 - output09_mean_squared_error: 34.3688 - output10_mean_squared_error: 25.5366 - output11_mean_squared_error: 29.6351 - output12_mean_squared_error: 30.0515 - output13_mean_squared_error: 34.9782 - output14_mean_squared_error: 30.5085 - output15_mean_squared_error: 40.0471 - output16_mean_squared_error: 26.6936 - output17_mean_squared_error: 46.2470 - output18_mean_squared_error: 23.4281 - output19_mean_squared_error: 16.5462 - output20_mean_squared_error: 27.1509 - output21_mean_squared_error: 48.1269 - output22_mean_squared_error: 31.6869 - output23_mean_squared_error: 21.1105 - output24_mean_squared_error: 34.4543 - output25_mean_squared_error: 38.5506 - output26_mean_squared_error: 21.4918 - output27_mean_squared_error: 40.9590 - output28_mean_squared_error: 33.0200 - output29_mean_squared_error: 44.2874 Epoch 176/2000 121/121 [==============================] - 0s 798us/step - loss: 978.4780 - output00_loss: 17.5451 - output01_loss: 24.4496 - output02_loss: 36.3249 - output03_loss: 48.5093 - output04_loss: 39.0919 - output05_loss: 28.4905 - output06_loss: 36.2770 - output07_loss: 44.1592 - output08_loss: 25.6074 - output09_loss: 34.3024 - output10_loss: 25.5011 - output11_loss: 29.5915 - output12_loss: 30.0025 - output13_loss: 34.9620 - output14_loss: 30.4742 - output15_loss: 40.0208 - output16_loss: 26.6589 - output17_loss: 46.1493 - output18_loss: 23.3808 - output19_loss: 16.5254 - output20_loss: 27.1202 - output21_loss: 48.0599 - output22_loss: 31.6528 - output23_loss: 21.0820 - output24_loss: 34.4026 - output25_loss: 38.4969 - output26_loss: 21.4583 - output27_loss: 40.9142 - output28_loss: 33.0011 - output29_loss: 44.2660 - output00_mean_squared_error: 17.5451 - output01_mean_squared_error: 24.4496 - output02_mean_squared_error: 36.3249 - output03_mean_squared_error: 48.5093 - output04_mean_squared_error: 39.0919 - output05_mean_squared_error: 28.4905 - output06_mean_squared_error: 36.2770 - output07_mean_squared_error: 44.1592 - output08_mean_squared_error: 25.6074 - output09_mean_squared_error: 34.3024 - output10_mean_squared_error: 25.5011 - output11_mean_squared_error: 29.5915 - output12_mean_squared_error: 30.0025 - output13_mean_squared_error: 34.9620 - output14_mean_squared_error: 30.4742 - output15_mean_squared_error: 40.0208 - output16_mean_squared_error: 26.6589 - output17_mean_squared_error: 46.1493 - output18_mean_squared_error: 23.3808 - output19_mean_squared_error: 16.5254 - output20_mean_squared_error: 27.1202 - output21_mean_squared_error: 48.0599 - output22_mean_squared_error: 31.6528 - output23_mean_squared_error: 21.0820 - output24_mean_squared_error: 34.4026 - output25_mean_squared_error: 38.4969 - output26_mean_squared_error: 21.4583 - output27_mean_squared_error: 40.9142 - output28_mean_squared_error: 33.0011 - output29_mean_squared_error: 44.2660 Epoch 177/2000 121/121 [==============================] - 0s 1000us/step - loss: 977.2639 - output00_loss: 17.5177 - output01_loss: 24.4229 - output02_loss: 36.2840 - output03_loss: 48.4603 - output04_loss: 39.0742 - output05_loss: 28.4319 - output06_loss: 36.2535 - output07_loss: 44.0874 - output08_loss: 25.5608 - output09_loss: 34.2364 - output10_loss: 25.4658 - output11_loss: 29.5482 - output12_loss: 29.9537 - output13_loss: 34.9458 - output14_loss: 30.4400 - output15_loss: 39.9946 - output16_loss: 26.6243 - output17_loss: 46.0519 - output18_loss: 23.3338 - output19_loss: 16.5053 - output20_loss: 27.0894 - output21_loss: 47.9932 - output22_loss: 31.6189 - output23_loss: 21.0535 - output24_loss: 34.3512 - output25_loss: 38.4435 - output26_loss: 21.4249 - output27_loss: 40.8695 - output28_loss: 32.9825 - output29_loss: 44.2447 - output00_mean_squared_error: 17.5177 - output01_mean_squared_error: 24.4229 - output02_mean_squared_error: 36.2840 - output03_mean_squared_error: 48.4603 - output04_mean_squared_error: 39.0742 - output05_mean_squared_error: 28.4319 - output06_mean_squared_error: 36.2535 - output07_mean_squared_error: 44.0874 - output08_mean_squared_error: 25.5608 - output09_mean_squared_error: 34.2364 - output10_mean_squared_error: 25.4658 - output11_mean_squared_error: 29.5482 - output12_mean_squared_error: 29.9537 - output13_mean_squared_error: 34.9458 - output14_mean_squared_error: 30.4400 - output15_mean_squared_error: 39.9946 - output16_mean_squared_error: 26.6243 - output17_mean_squared_error: 46.0519 - output18_mean_squared_error: 23.3338 - output19_mean_squared_error: 16.5053 - output20_mean_squared_error: 27.0894 - output21_mean_squared_error: 47.9932 - output22_mean_squared_error: 31.6189 - output23_mean_squared_error: 21.0535 - output24_mean_squared_error: 34.3512 - output25_mean_squared_error: 38.4435 - output26_mean_squared_error: 21.4249 - output27_mean_squared_error: 40.8695 - output28_mean_squared_error: 32.9825 - output29_mean_squared_error: 44.2447 Epoch 178/2000 121/121 [==============================] - 0s 590us/step - loss: 976.0552 - output00_loss: 17.4905 - output01_loss: 24.3963 - output02_loss: 36.2433 - output03_loss: 48.4114 - output04_loss: 39.0565 - output05_loss: 28.3738 - output06_loss: 36.2300 - output07_loss: 44.0159 - output08_loss: 25.5145 - output09_loss: 34.1705 - output10_loss: 25.4307 - output11_loss: 29.5051 - output12_loss: 29.9051 - output13_loss: 34.9296 - output14_loss: 30.4059 - output15_loss: 39.9684 - output16_loss: 26.5900 - output17_loss: 45.9548 - output18_loss: 23.2869 - output19_loss: 16.4858 - output20_loss: 27.0587 - output21_loss: 47.9266 - output22_loss: 31.5851 - output23_loss: 21.0253 - output24_loss: 34.3000 - output25_loss: 38.3903 - output26_loss: 21.3918 - output27_loss: 40.8249 - output28_loss: 32.9639 - output29_loss: 44.2235 - output00_mean_squared_error: 17.4905 - output01_mean_squared_error: 24.3963 - output02_mean_squared_error: 36.2433 - output03_mean_squared_error: 48.4114 - output04_mean_squared_error: 39.0565 - output05_mean_squared_error: 28.3738 - output06_mean_squared_error: 36.2300 - output07_mean_squared_error: 44.0159 - output08_mean_squared_error: 25.5145 - output09_mean_squared_error: 34.1705 - output10_mean_squared_error: 25.4307 - output11_mean_squared_error: 29.5051 - output12_mean_squared_error: 29.9051 - output13_mean_squared_error: 34.9296 - output14_mean_squared_error: 30.4059 - output15_mean_squared_error: 39.9684 - output16_mean_squared_error: 26.5900 - output17_mean_squared_error: 45.9548 - output18_mean_squared_error: 23.2869 - output19_mean_squared_error: 16.4858 - output20_mean_squared_error: 27.0587 - output21_mean_squared_error: 47.9266 - output22_mean_squared_error: 31.5851 - output23_mean_squared_error: 21.0253 - output24_mean_squared_error: 34.3000 - output25_mean_squared_error: 38.3903 - output26_mean_squared_error: 21.3918 - output27_mean_squared_error: 40.8249 - output28_mean_squared_error: 32.9639 - output29_mean_squared_error: 44.2235 Epoch 179/2000 121/121 [==============================] - 0s 889us/step - loss: 974.8514 - output00_loss: 17.4635 - output01_loss: 24.3697 - output02_loss: 36.2025 - output03_loss: 48.3627 - output04_loss: 39.0389 - output05_loss: 28.3160 - output06_loss: 36.2065 - output07_loss: 43.9445 - output08_loss: 25.4684 - output09_loss: 34.1050 - output10_loss: 25.3960 - output11_loss: 29.4622 - output12_loss: 29.8566 - output13_loss: 34.9134 - output14_loss: 30.3719 - output15_loss: 39.9423 - output16_loss: 26.5559 - output17_loss: 45.8580 - output18_loss: 23.2403 - output19_loss: 16.4669 - output20_loss: 27.0280 - output21_loss: 47.8603 - output22_loss: 31.5514 - output23_loss: 20.9971 - output24_loss: 34.2490 - output25_loss: 38.3375 - output26_loss: 21.3589 - output27_loss: 40.7805 - output28_loss: 32.9455 - output29_loss: 44.2022 - output00_mean_squared_error: 17.4635 - output01_mean_squared_error: 24.3697 - output02_mean_squared_error: 36.2025 - output03_mean_squared_error: 48.3627 - output04_mean_squared_error: 39.0389 - output05_mean_squared_error: 28.3160 - output06_mean_squared_error: 36.2065 - output07_mean_squared_error: 43.9445 - output08_mean_squared_error: 25.4684 - output09_mean_squared_error: 34.1050 - output10_mean_squared_error: 25.3960 - output11_mean_squared_error: 29.4622 - output12_mean_squared_error: 29.8566 - output13_mean_squared_error: 34.9134 - output14_mean_squared_error: 30.3719 - output15_mean_squared_error: 39.9423 - output16_mean_squared_error: 26.5559 - output17_mean_squared_error: 45.8580 - output18_mean_squared_error: 23.2403 - output19_mean_squared_error: 16.4669 - output20_mean_squared_error: 27.0280 - output21_mean_squared_error: 47.8603 - output22_mean_squared_error: 31.5514 - output23_mean_squared_error: 20.9971 - output24_mean_squared_error: 34.2490 - output25_mean_squared_error: 38.3375 - output26_mean_squared_error: 21.3589 - output27_mean_squared_error: 40.7805 - output28_mean_squared_error: 32.9455 - output29_mean_squared_error: 44.2022 Epoch 180/2000 121/121 [==============================] - 0s 1ms/step - loss: 973.6530 - output00_loss: 17.4366 - output01_loss: 24.3431 - output02_loss: 36.1619 - output03_loss: 48.3142 - output04_loss: 39.0214 - output05_loss: 28.2585 - output06_loss: 36.1830 - output07_loss: 43.8733 - output08_loss: 25.4225 - output09_loss: 34.0397 - output10_loss: 25.3615 - output11_loss: 29.4195 - output12_loss: 29.8083 - output13_loss: 34.8972 - output14_loss: 30.3381 - output15_loss: 39.9161 - output16_loss: 26.5219 - output17_loss: 45.7616 - output18_loss: 23.1939 - output19_loss: 16.4487 - output20_loss: 26.9972 - output21_loss: 47.7941 - output22_loss: 31.5178 - output23_loss: 20.9691 - output24_loss: 34.1982 - output25_loss: 38.2850 - output26_loss: 21.3261 - output27_loss: 40.7363 - output28_loss: 32.9271 - output29_loss: 44.1810 - output00_mean_squared_error: 17.4366 - output01_mean_squared_error: 24.3431 - output02_mean_squared_error: 36.1619 - output03_mean_squared_error: 48.3142 - output04_mean_squared_error: 39.0214 - output05_mean_squared_error: 28.2585 - output06_mean_squared_error: 36.1830 - output07_mean_squared_error: 43.8733 - output08_mean_squared_error: 25.4225 - output09_mean_squared_error: 34.0397 - output10_mean_squared_error: 25.3615 - output11_mean_squared_error: 29.4195 - output12_mean_squared_error: 29.8083 - output13_mean_squared_error: 34.8972 - output14_mean_squared_error: 30.3381 - output15_mean_squared_error: 39.9161 - output16_mean_squared_error: 26.5219 - output17_mean_squared_error: 45.7616 - output18_mean_squared_error: 23.1939 - output19_mean_squared_error: 16.4487 - output20_mean_squared_error: 26.9972 - output21_mean_squared_error: 47.7941 - output22_mean_squared_error: 31.5178 - output23_mean_squared_error: 20.9691 - output24_mean_squared_error: 34.1982 - output25_mean_squared_error: 38.2850 - output26_mean_squared_error: 21.3261 - output27_mean_squared_error: 40.7363 - output28_mean_squared_error: 32.9271 - output29_mean_squared_error: 44.1810 Epoch 181/2000 121/121 [==============================] - 0s 918us/step - loss: 972.4595 - output00_loss: 17.4100 - output01_loss: 24.3166 - output02_loss: 36.1213 - output03_loss: 48.2658 - output04_loss: 39.0040 - output05_loss: 28.2015 - output06_loss: 36.1594 - output07_loss: 43.8023 - output08_loss: 25.3769 - output09_loss: 33.9747 - output10_loss: 25.3274 - output11_loss: 29.3770 - output12_loss: 29.7602 - output13_loss: 34.8810 - output14_loss: 30.3043 - output15_loss: 39.8900 - output16_loss: 26.4882 - output17_loss: 45.6655 - output18_loss: 23.1477 - output19_loss: 16.4309 - output20_loss: 26.9665 - output21_loss: 47.7282 - output22_loss: 31.4843 - output23_loss: 20.9412 - output24_loss: 34.1476 - output25_loss: 38.2327 - output26_loss: 21.2935 - output27_loss: 40.6922 - output28_loss: 32.9089 - output29_loss: 44.1598 - output00_mean_squared_error: 17.4100 - output01_mean_squared_error: 24.3166 - output02_mean_squared_error: 36.1213 - output03_mean_squared_error: 48.2658 - output04_mean_squared_error: 39.0040 - output05_mean_squared_error: 28.2015 - output06_mean_squared_error: 36.1594 - output07_mean_squared_error: 43.8023 - output08_mean_squared_error: 25.3769 - output09_mean_squared_error: 33.9747 - output10_mean_squared_error: 25.3274 - output11_mean_squared_error: 29.3770 - output12_mean_squared_error: 29.7602 - output13_mean_squared_error: 34.8810 - output14_mean_squared_error: 30.3043 - output15_mean_squared_error: 39.8900 - output16_mean_squared_error: 26.4882 - output17_mean_squared_error: 45.6655 - output18_mean_squared_error: 23.1477 - output19_mean_squared_error: 16.4309 - output20_mean_squared_error: 26.9665 - output21_mean_squared_error: 47.7282 - output22_mean_squared_error: 31.4843 - output23_mean_squared_error: 20.9412 - output24_mean_squared_error: 34.1476 - output25_mean_squared_error: 38.2327 - output26_mean_squared_error: 21.2935 - output27_mean_squared_error: 40.6922 - output28_mean_squared_error: 32.9089 - output29_mean_squared_error: 44.1598 Epoch 182/2000 121/121 [==============================] - 0s 683us/step - loss: 971.2710 - output00_loss: 17.3835 - output01_loss: 24.2901 - output02_loss: 36.0808 - output03_loss: 48.2176 - output04_loss: 38.9865 - output05_loss: 28.1448 - output06_loss: 36.1358 - output07_loss: 43.7315 - output08_loss: 25.3315 - output09_loss: 33.9099 - output10_loss: 25.2934 - output11_loss: 29.3347 - output12_loss: 29.7122 - output13_loss: 34.8648 - output14_loss: 30.2706 - output15_loss: 39.8640 - output16_loss: 26.4547 - output17_loss: 45.5697 - output18_loss: 23.1017 - output19_loss: 16.4137 - output20_loss: 26.9358 - output21_loss: 47.6625 - output22_loss: 31.4510 - output23_loss: 20.9135 - output24_loss: 34.0973 - output25_loss: 38.1807 - output26_loss: 21.2611 - output27_loss: 40.6483 - output28_loss: 32.8907 - output29_loss: 44.1386 - output00_mean_squared_error: 17.3835 - output01_mean_squared_error: 24.2901 - output02_mean_squared_error: 36.0808 - output03_mean_squared_error: 48.2176 - output04_mean_squared_error: 38.9865 - output05_mean_squared_error: 28.1448 - output06_mean_squared_error: 36.1358 - output07_mean_squared_error: 43.7315 - output08_mean_squared_error: 25.3315 - output09_mean_squared_error: 33.9099 - output10_mean_squared_error: 25.2934 - output11_mean_squared_error: 29.3347 - output12_mean_squared_error: 29.7122 - output13_mean_squared_error: 34.8648 - output14_mean_squared_error: 30.2706 - output15_mean_squared_error: 39.8640 - output16_mean_squared_error: 26.4547 - output17_mean_squared_error: 45.5697 - output18_mean_squared_error: 23.1017 - output19_mean_squared_error: 16.4137 - output20_mean_squared_error: 26.9358 - output21_mean_squared_error: 47.6625 - output22_mean_squared_error: 31.4510 - output23_mean_squared_error: 20.9135 - output24_mean_squared_error: 34.0973 - output25_mean_squared_error: 38.1807 - output26_mean_squared_error: 21.2611 - output27_mean_squared_error: 40.6483 - output28_mean_squared_error: 32.8907 - output29_mean_squared_error: 44.1386 Epoch 183/2000 121/121 [==============================] - 0s 734us/step - loss: 970.0876 - output00_loss: 17.3572 - output01_loss: 24.2636 - output02_loss: 36.0404 - output03_loss: 48.1696 - output04_loss: 38.9692 - output05_loss: 28.0885 - output06_loss: 36.1122 - output07_loss: 43.6609 - output08_loss: 25.2864 - output09_loss: 33.8455 - output10_loss: 25.2598 - output11_loss: 29.2926 - output12_loss: 29.6644 - output13_loss: 34.8485 - output14_loss: 30.2371 - output15_loss: 39.8379 - output16_loss: 26.4213 - output17_loss: 45.4742 - output18_loss: 23.0560 - output19_loss: 16.3970 - output20_loss: 26.9051 - output21_loss: 47.5970 - output22_loss: 31.4177 - output23_loss: 20.8858 - output24_loss: 34.0471 - output25_loss: 38.1290 - output26_loss: 21.2289 - output27_loss: 40.6046 - output28_loss: 32.8727 - output29_loss: 44.1174 - output00_mean_squared_error: 17.3572 - output01_mean_squared_error: 24.2636 - output02_mean_squared_error: 36.0404 - output03_mean_squared_error: 48.1696 - output04_mean_squared_error: 38.9692 - output05_mean_squared_error: 28.0885 - output06_mean_squared_error: 36.1122 - output07_mean_squared_error: 43.6609 - output08_mean_squared_error: 25.2864 - output09_mean_squared_error: 33.8455 - output10_mean_squared_error: 25.2598 - output11_mean_squared_error: 29.2926 - output12_mean_squared_error: 29.6644 - output13_mean_squared_error: 34.8485 - output14_mean_squared_error: 30.2371 - output15_mean_squared_error: 39.8379 - output16_mean_squared_error: 26.4213 - output17_mean_squared_error: 45.4742 - output18_mean_squared_error: 23.0560 - output19_mean_squared_error: 16.3970 - output20_mean_squared_error: 26.9051 - output21_mean_squared_error: 47.5970 - output22_mean_squared_error: 31.4177 - output23_mean_squared_error: 20.8858 - output24_mean_squared_error: 34.0471 - output25_mean_squared_error: 38.1290 - output26_mean_squared_error: 21.2289 - output27_mean_squared_error: 40.6046 - output28_mean_squared_error: 32.8727 - output29_mean_squared_error: 44.1174 Epoch 184/2000 121/121 [==============================] - 0s 1ms/step - loss: 968.9087 - output00_loss: 17.3311 - output01_loss: 24.2371 - output02_loss: 36.0000 - output03_loss: 48.1217 - output04_loss: 38.9519 - output05_loss: 28.0326 - output06_loss: 36.0886 - output07_loss: 43.5904 - output08_loss: 25.2415 - output09_loss: 33.7813 - output10_loss: 25.2264 - output11_loss: 29.2507 - output12_loss: 29.6168 - output13_loss: 34.8323 - output14_loss: 30.2037 - output15_loss: 39.8119 - output16_loss: 26.3882 - output17_loss: 45.3790 - output18_loss: 23.0104 - output19_loss: 16.3807 - output20_loss: 26.8745 - output21_loss: 47.5317 - output22_loss: 31.3846 - output23_loss: 20.8584 - output24_loss: 33.9972 - output25_loss: 38.0776 - output26_loss: 21.1968 - output27_loss: 40.5610 - output28_loss: 32.8547 - output29_loss: 44.0962 - output00_mean_squared_error: 17.3311 - output01_mean_squared_error: 24.2371 - output02_mean_squared_error: 36.0000 - output03_mean_squared_error: 48.1217 - output04_mean_squared_error: 38.9519 - output05_mean_squared_error: 28.0326 - output06_mean_squared_error: 36.0886 - output07_mean_squared_error: 43.5904 - output08_mean_squared_error: 25.2415 - output09_mean_squared_error: 33.7813 - output10_mean_squared_error: 25.2264 - output11_mean_squared_error: 29.2507 - output12_mean_squared_error: 29.6168 - output13_mean_squared_error: 34.8323 - output14_mean_squared_error: 30.2037 - output15_mean_squared_error: 39.8119 - output16_mean_squared_error: 26.3882 - output17_mean_squared_error: 45.3790 - output18_mean_squared_error: 23.0104 - output19_mean_squared_error: 16.3807 - output20_mean_squared_error: 26.8745 - output21_mean_squared_error: 47.5317 - output22_mean_squared_error: 31.3846 - output23_mean_squared_error: 20.8584 - output24_mean_squared_error: 33.9972 - output25_mean_squared_error: 38.0776 - output26_mean_squared_error: 21.1968 - output27_mean_squared_error: 40.5610 - output28_mean_squared_error: 32.8547 - output29_mean_squared_error: 44.0962 Epoch 185/2000 121/121 [==============================] - 0s 989us/step - loss: 967.7349 - output00_loss: 17.3052 - output01_loss: 24.2107 - output02_loss: 35.9597 - output03_loss: 48.0740 - output04_loss: 38.9346 - output05_loss: 27.9770 - output06_loss: 36.0649 - output07_loss: 43.5202 - output08_loss: 25.1969 - output09_loss: 33.7173 - output10_loss: 25.1933 - output11_loss: 29.2090 - output12_loss: 29.5693 - output13_loss: 34.8161 - output14_loss: 30.1703 - output15_loss: 39.7859 - output16_loss: 26.3552 - output17_loss: 45.2841 - output18_loss: 22.9651 - output19_loss: 16.3649 - output20_loss: 26.8438 - output21_loss: 47.4666 - output22_loss: 31.3515 - output23_loss: 20.8310 - output24_loss: 33.9475 - output25_loss: 38.0265 - output26_loss: 21.1649 - output27_loss: 40.5176 - output28_loss: 32.8368 - output29_loss: 44.0750 - output00_mean_squared_error: 17.3052 - output01_mean_squared_error: 24.2107 - output02_mean_squared_error: 35.9597 - output03_mean_squared_error: 48.0740 - output04_mean_squared_error: 38.9346 - output05_mean_squared_error: 27.9770 - output06_mean_squared_error: 36.0649 - output07_mean_squared_error: 43.5202 - output08_mean_squared_error: 25.1969 - output09_mean_squared_error: 33.7173 - output10_mean_squared_error: 25.1933 - output11_mean_squared_error: 29.2090 - output12_mean_squared_error: 29.5693 - output13_mean_squared_error: 34.8161 - output14_mean_squared_error: 30.1703 - output15_mean_squared_error: 39.7859 - output16_mean_squared_error: 26.3552 - output17_mean_squared_error: 45.2841 - output18_mean_squared_error: 22.9651 - output19_mean_squared_error: 16.3649 - output20_mean_squared_error: 26.8438 - output21_mean_squared_error: 47.4666 - output22_mean_squared_error: 31.3515 - output23_mean_squared_error: 20.8310 - output24_mean_squared_error: 33.9475 - output25_mean_squared_error: 38.0265 - output26_mean_squared_error: 21.1649 - output27_mean_squared_error: 40.5176 - output28_mean_squared_error: 32.8368 - output29_mean_squared_error: 44.0750 Epoch 186/2000 121/121 [==============================] - 0s 881us/step - loss: 966.5657 - output00_loss: 17.2794 - output01_loss: 24.1844 - output02_loss: 35.9194 - output03_loss: 48.0265 - output04_loss: 38.9173 - output05_loss: 27.9217 - output06_loss: 36.0413 - output07_loss: 43.4501 - output08_loss: 25.1525 - output09_loss: 33.6536 - output10_loss: 25.1604 - output11_loss: 29.1674 - output12_loss: 29.5220 - output13_loss: 34.7999 - output14_loss: 30.1371 - output15_loss: 39.7600 - output16_loss: 26.3224 - output17_loss: 45.1896 - output18_loss: 22.9199 - output19_loss: 16.3495 - output20_loss: 26.8132 - output21_loss: 47.4017 - output22_loss: 31.3186 - output23_loss: 20.8038 - output24_loss: 33.8980 - output25_loss: 37.9756 - output26_loss: 21.1332 - output27_loss: 40.4743 - output28_loss: 32.8190 - output29_loss: 44.0538 - output00_mean_squared_error: 17.2794 - output01_mean_squared_error: 24.1844 - output02_mean_squared_error: 35.9194 - output03_mean_squared_error: 48.0265 - output04_mean_squared_error: 38.9173 - output05_mean_squared_error: 27.9217 - output06_mean_squared_error: 36.0413 - output07_mean_squared_error: 43.4501 - output08_mean_squared_error: 25.1525 - output09_mean_squared_error: 33.6536 - output10_mean_squared_error: 25.1604 - output11_mean_squared_error: 29.1674 - output12_mean_squared_error: 29.5220 - output13_mean_squared_error: 34.7999 - output14_mean_squared_error: 30.1371 - output15_mean_squared_error: 39.7600 - output16_mean_squared_error: 26.3224 - output17_mean_squared_error: 45.1896 - output18_mean_squared_error: 22.9199 - output19_mean_squared_error: 16.3495 - output20_mean_squared_error: 26.8132 - output21_mean_squared_error: 47.4017 - output22_mean_squared_error: 31.3186 - output23_mean_squared_error: 20.8038 - output24_mean_squared_error: 33.8980 - output25_mean_squared_error: 37.9756 - output26_mean_squared_error: 21.1332 - output27_mean_squared_error: 40.4743 - output28_mean_squared_error: 32.8190 - output29_mean_squared_error: 44.0538 Epoch 187/2000 121/121 [==============================] - 0s 1ms/step - loss: 965.4014 - output00_loss: 17.2538 - output01_loss: 24.1580 - output02_loss: 35.8792 - output03_loss: 47.9791 - output04_loss: 38.9001 - output05_loss: 27.8669 - output06_loss: 36.0176 - output07_loss: 43.3802 - output08_loss: 25.1084 - output09_loss: 33.5902 - output10_loss: 25.1278 - output11_loss: 29.1261 - output12_loss: 29.4748 - output13_loss: 34.7836 - output14_loss: 30.1040 - output15_loss: 39.7341 - output16_loss: 26.2899 - output17_loss: 45.0954 - output18_loss: 22.8750 - output19_loss: 16.3346 - output20_loss: 26.7826 - output21_loss: 47.3370 - output22_loss: 31.2858 - output23_loss: 20.7767 - output24_loss: 33.8487 - output25_loss: 37.9250 - output26_loss: 21.1017 - output27_loss: 40.4311 - output28_loss: 32.8012 - output29_loss: 44.0326 - output00_mean_squared_error: 17.2538 - output01_mean_squared_error: 24.1580 - output02_mean_squared_error: 35.8792 - output03_mean_squared_error: 47.9791 - output04_mean_squared_error: 38.9001 - output05_mean_squared_error: 27.8669 - output06_mean_squared_error: 36.0176 - output07_mean_squared_error: 43.3802 - output08_mean_squared_error: 25.1084 - output09_mean_squared_error: 33.5902 - output10_mean_squared_error: 25.1278 - output11_mean_squared_error: 29.1261 - output12_mean_squared_error: 29.4748 - output13_mean_squared_error: 34.7836 - output14_mean_squared_error: 30.1040 - output15_mean_squared_error: 39.7341 - output16_mean_squared_error: 26.2899 - output17_mean_squared_error: 45.0954 - output18_mean_squared_error: 22.8750 - output19_mean_squared_error: 16.3346 - output20_mean_squared_error: 26.7826 - output21_mean_squared_error: 47.3370 - output22_mean_squared_error: 31.2858 - output23_mean_squared_error: 20.7767 - output24_mean_squared_error: 33.8487 - output25_mean_squared_error: 37.9250 - output26_mean_squared_error: 21.1017 - output27_mean_squared_error: 40.4311 - output28_mean_squared_error: 32.8012 - output29_mean_squared_error: 44.0326 Epoch 188/2000 121/121 [==============================] - 0s 854us/step - loss: 964.2417 - output00_loss: 17.2284 - output01_loss: 24.1317 - output02_loss: 35.8391 - output03_loss: 47.9319 - output04_loss: 38.8829 - output05_loss: 27.8124 - output06_loss: 35.9939 - output07_loss: 43.3105 - output08_loss: 25.0645 - output09_loss: 33.5271 - output10_loss: 25.0954 - output11_loss: 29.0850 - output12_loss: 29.4279 - output13_loss: 34.7674 - output14_loss: 30.0710 - output15_loss: 39.7082 - output16_loss: 26.2575 - output17_loss: 45.0015 - output18_loss: 22.8303 - output19_loss: 16.3200 - output20_loss: 26.7519 - output21_loss: 47.2726 - output22_loss: 31.2531 - output23_loss: 20.7498 - output24_loss: 33.7996 - output25_loss: 37.8747 - output26_loss: 21.0704 - output27_loss: 40.3882 - output28_loss: 32.7835 - output29_loss: 44.0114 - output00_mean_squared_error: 17.2284 - output01_mean_squared_error: 24.1317 - output02_mean_squared_error: 35.8391 - output03_mean_squared_error: 47.9319 - output04_mean_squared_error: 38.8829 - output05_mean_squared_error: 27.8124 - output06_mean_squared_error: 35.9939 - output07_mean_squared_error: 43.3105 - output08_mean_squared_error: 25.0645 - output09_mean_squared_error: 33.5271 - output10_mean_squared_error: 25.0954 - output11_mean_squared_error: 29.0850 - output12_mean_squared_error: 29.4279 - output13_mean_squared_error: 34.7674 - output14_mean_squared_error: 30.0710 - output15_mean_squared_error: 39.7082 - output16_mean_squared_error: 26.2575 - output17_mean_squared_error: 45.0015 - output18_mean_squared_error: 22.8303 - output19_mean_squared_error: 16.3200 - output20_mean_squared_error: 26.7519 - output21_mean_squared_error: 47.2726 - output22_mean_squared_error: 31.2531 - output23_mean_squared_error: 20.7498 - output24_mean_squared_error: 33.7996 - output25_mean_squared_error: 37.8747 - output26_mean_squared_error: 21.0704 - output27_mean_squared_error: 40.3882 - output28_mean_squared_error: 32.7835 - output29_mean_squared_error: 44.0114 Epoch 189/2000 121/121 [==============================] - 0s 512us/step - loss: 963.0867 - output00_loss: 17.2032 - output01_loss: 24.1054 - output02_loss: 35.7991 - output03_loss: 47.8848 - output04_loss: 38.8657 - output05_loss: 27.7582 - output06_loss: 35.9702 - output07_loss: 43.2410 - output08_loss: 25.0208 - output09_loss: 33.4642 - output10_loss: 25.0633 - output11_loss: 29.0441 - output12_loss: 29.3811 - output13_loss: 34.7512 - output14_loss: 30.0381 - output15_loss: 39.6824 - output16_loss: 26.2253 - output17_loss: 44.9079 - output18_loss: 22.7858 - output19_loss: 16.3058 - output20_loss: 26.7214 - output21_loss: 47.2083 - output22_loss: 31.2205 - output23_loss: 20.7229 - output24_loss: 33.7508 - output25_loss: 37.8247 - output26_loss: 21.0392 - output27_loss: 40.3454 - output28_loss: 32.7658 - output29_loss: 43.9902 - output00_mean_squared_error: 17.2032 - output01_mean_squared_error: 24.1054 - output02_mean_squared_error: 35.7991 - output03_mean_squared_error: 47.8848 - output04_mean_squared_error: 38.8657 - output05_mean_squared_error: 27.7582 - output06_mean_squared_error: 35.9702 - output07_mean_squared_error: 43.2410 - output08_mean_squared_error: 25.0208 - output09_mean_squared_error: 33.4642 - output10_mean_squared_error: 25.0633 - output11_mean_squared_error: 29.0441 - output12_mean_squared_error: 29.3811 - output13_mean_squared_error: 34.7512 - output14_mean_squared_error: 30.0381 - output15_mean_squared_error: 39.6824 - output16_mean_squared_error: 26.2253 - output17_mean_squared_error: 44.9079 - output18_mean_squared_error: 22.7858 - output19_mean_squared_error: 16.3058 - output20_mean_squared_error: 26.7214 - output21_mean_squared_error: 47.2083 - output22_mean_squared_error: 31.2205 - output23_mean_squared_error: 20.7229 - output24_mean_squared_error: 33.7508 - output25_mean_squared_error: 37.8247 - output26_mean_squared_error: 21.0392 - output27_mean_squared_error: 40.3454 - output28_mean_squared_error: 32.7658 - output29_mean_squared_error: 43.9902 Epoch 190/2000 121/121 [==============================] - 0s 1ms/step - loss: 961.9363 - output00_loss: 17.1781 - output01_loss: 24.0792 - output02_loss: 35.7592 - output03_loss: 47.8379 - output04_loss: 38.8485 - output05_loss: 27.7044 - output06_loss: 35.9464 - output07_loss: 43.1717 - output08_loss: 24.9773 - output09_loss: 33.4016 - output10_loss: 25.0314 - output11_loss: 29.0034 - output12_loss: 29.3344 - output13_loss: 34.7350 - output14_loss: 30.0054 - output15_loss: 39.6565 - output16_loss: 26.1933 - output17_loss: 44.8146 - output18_loss: 22.7415 - output19_loss: 16.2919 - output20_loss: 26.6908 - output21_loss: 47.1443 - output22_loss: 31.1880 - output23_loss: 20.6962 - output24_loss: 33.7021 - output25_loss: 37.7749 - output26_loss: 21.0082 - output27_loss: 40.3027 - output28_loss: 32.7482 - output29_loss: 43.9690 - output00_mean_squared_error: 17.1781 - output01_mean_squared_error: 24.0792 - output02_mean_squared_error: 35.7592 - output03_mean_squared_error: 47.8379 - output04_mean_squared_error: 38.8485 - output05_mean_squared_error: 27.7044 - output06_mean_squared_error: 35.9464 - output07_mean_squared_error: 43.1717 - output08_mean_squared_error: 24.9773 - output09_mean_squared_error: 33.4016 - output10_mean_squared_error: 25.0314 - output11_mean_squared_error: 29.0034 - output12_mean_squared_error: 29.3344 - output13_mean_squared_error: 34.7350 - output14_mean_squared_error: 30.0054 - output15_mean_squared_error: 39.6565 - output16_mean_squared_error: 26.1933 - output17_mean_squared_error: 44.8146 - output18_mean_squared_error: 22.7415 - output19_mean_squared_error: 16.2919 - output20_mean_squared_error: 26.6908 - output21_mean_squared_error: 47.1443 - output22_mean_squared_error: 31.1880 - output23_mean_squared_error: 20.6962 - output24_mean_squared_error: 33.7021 - output25_mean_squared_error: 37.7749 - output26_mean_squared_error: 21.0082 - output27_mean_squared_error: 40.3027 - output28_mean_squared_error: 32.7482 - output29_mean_squared_error: 43.9690 Epoch 191/2000 121/121 [==============================] - 0s 854us/step - loss: 960.7903 - output00_loss: 17.1532 - output01_loss: 24.0530 - output02_loss: 35.7193 - output03_loss: 47.7912 - output04_loss: 38.8314 - output05_loss: 27.6509 - output06_loss: 35.9227 - output07_loss: 43.1026 - output08_loss: 24.9341 - output09_loss: 33.3392 - output10_loss: 24.9998 - output11_loss: 28.9629 - output12_loss: 29.2880 - output13_loss: 34.7187 - output14_loss: 29.9727 - output15_loss: 39.6308 - output16_loss: 26.1615 - output17_loss: 44.7217 - output18_loss: 22.6974 - output19_loss: 16.2784 - output20_loss: 26.6602 - output21_loss: 47.0804 - output22_loss: 31.1557 - output23_loss: 20.6697 - output24_loss: 33.6537 - output25_loss: 37.7254 - output26_loss: 20.9773 - output27_loss: 40.2602 - output28_loss: 32.7306 - output29_loss: 43.9478 - output00_mean_squared_error: 17.1532 - output01_mean_squared_error: 24.0530 - output02_mean_squared_error: 35.7193 - output03_mean_squared_error: 47.7912 - output04_mean_squared_error: 38.8314 - output05_mean_squared_error: 27.6509 - output06_mean_squared_error: 35.9227 - output07_mean_squared_error: 43.1026 - output08_mean_squared_error: 24.9341 - output09_mean_squared_error: 33.3392 - output10_mean_squared_error: 24.9998 - output11_mean_squared_error: 28.9629 - output12_mean_squared_error: 29.2880 - output13_mean_squared_error: 34.7187 - output14_mean_squared_error: 29.9727 - output15_mean_squared_error: 39.6308 - output16_mean_squared_error: 26.1615 - output17_mean_squared_error: 44.7217 - output18_mean_squared_error: 22.6974 - output19_mean_squared_error: 16.2784 - output20_mean_squared_error: 26.6602 - output21_mean_squared_error: 47.0804 - output22_mean_squared_error: 31.1557 - output23_mean_squared_error: 20.6697 - output24_mean_squared_error: 33.6537 - output25_mean_squared_error: 37.7254 - output26_mean_squared_error: 20.9773 - output27_mean_squared_error: 40.2602 - output28_mean_squared_error: 32.7306 - output29_mean_squared_error: 43.9478 Epoch 192/2000 121/121 [==============================] - 0s 532us/step - loss: 959.6488 - output00_loss: 17.1284 - output01_loss: 24.0269 - output02_loss: 35.6795 - output03_loss: 47.7446 - output04_loss: 38.8142 - output05_loss: 27.5978 - output06_loss: 35.8989 - output07_loss: 43.0337 - output08_loss: 24.8911 - output09_loss: 33.2771 - output10_loss: 24.9684 - output11_loss: 28.9225 - output12_loss: 29.2417 - output13_loss: 34.7025 - output14_loss: 29.9401 - output15_loss: 39.6050 - output16_loss: 26.1299 - output17_loss: 44.6291 - output18_loss: 22.6535 - output19_loss: 16.2652 - output20_loss: 26.6297 - output21_loss: 47.0168 - output22_loss: 31.1234 - output23_loss: 20.6432 - output24_loss: 33.6054 - output25_loss: 37.6762 - output26_loss: 20.9466 - output27_loss: 40.2179 - output28_loss: 32.7130 - output29_loss: 43.9266 - output00_mean_squared_error: 17.1284 - output01_mean_squared_error: 24.0269 - output02_mean_squared_error: 35.6795 - output03_mean_squared_error: 47.7446 - output04_mean_squared_error: 38.8142 - output05_mean_squared_error: 27.5978 - output06_mean_squared_error: 35.8989 - output07_mean_squared_error: 43.0337 - output08_mean_squared_error: 24.8911 - output09_mean_squared_error: 33.2771 - output10_mean_squared_error: 24.9684 - output11_mean_squared_error: 28.9225 - output12_mean_squared_error: 29.2417 - output13_mean_squared_error: 34.7025 - output14_mean_squared_error: 29.9401 - output15_mean_squared_error: 39.6050 - output16_mean_squared_error: 26.1299 - output17_mean_squared_error: 44.6291 - output18_mean_squared_error: 22.6535 - output19_mean_squared_error: 16.2652 - output20_mean_squared_error: 26.6297 - output21_mean_squared_error: 47.0168 - output22_mean_squared_error: 31.1234 - output23_mean_squared_error: 20.6432 - output24_mean_squared_error: 33.6054 - output25_mean_squared_error: 37.6762 - output26_mean_squared_error: 20.9466 - output27_mean_squared_error: 40.2179 - output28_mean_squared_error: 32.7130 - output29_mean_squared_error: 43.9266 Epoch 193/2000 121/121 [==============================] - 0s 1ms/step - loss: 958.5119 - output00_loss: 17.1038 - output01_loss: 24.0007 - output02_loss: 35.6397 - output03_loss: 47.6982 - output04_loss: 38.7971 - output05_loss: 27.5450 - output06_loss: 35.8751 - output07_loss: 42.9649 - output08_loss: 24.8484 - output09_loss: 33.2153 - output10_loss: 24.9373 - output11_loss: 28.8824 - output12_loss: 29.1955 - output13_loss: 34.6863 - output14_loss: 29.9077 - output15_loss: 39.5793 - output16_loss: 26.0984 - output17_loss: 44.5368 - output18_loss: 22.6098 - output19_loss: 16.2522 - output20_loss: 26.5992 - output21_loss: 46.9534 - output22_loss: 31.0913 - output23_loss: 20.6169 - output24_loss: 33.5574 - output25_loss: 37.6272 - output26_loss: 20.9161 - output27_loss: 40.1757 - output28_loss: 32.6955 - output29_loss: 43.9053 - output00_mean_squared_error: 17.1038 - output01_mean_squared_error: 24.0007 - output02_mean_squared_error: 35.6397 - output03_mean_squared_error: 47.6982 - output04_mean_squared_error: 38.7971 - output05_mean_squared_error: 27.5450 - output06_mean_squared_error: 35.8751 - output07_mean_squared_error: 42.9649 - output08_mean_squared_error: 24.8484 - output09_mean_squared_error: 33.2153 - output10_mean_squared_error: 24.9373 - output11_mean_squared_error: 28.8824 - output12_mean_squared_error: 29.1955 - output13_mean_squared_error: 34.6863 - output14_mean_squared_error: 29.9077 - output15_mean_squared_error: 39.5793 - output16_mean_squared_error: 26.0984 - output17_mean_squared_error: 44.5368 - output18_mean_squared_error: 22.6098 - output19_mean_squared_error: 16.2522 - output20_mean_squared_error: 26.5992 - output21_mean_squared_error: 46.9534 - output22_mean_squared_error: 31.0913 - output23_mean_squared_error: 20.6169 - output24_mean_squared_error: 33.5574 - output25_mean_squared_error: 37.6272 - output26_mean_squared_error: 20.9161 - output27_mean_squared_error: 40.1757 - output28_mean_squared_error: 32.6955 - output29_mean_squared_error: 43.9053 Epoch 194/2000 121/121 [==============================] - 0s 906us/step - loss: 957.3793 - output00_loss: 17.0794 - output01_loss: 23.9746 - output02_loss: 35.6000 - output03_loss: 47.6519 - output04_loss: 38.7800 - output05_loss: 27.4925 - output06_loss: 35.8513 - output07_loss: 42.8964 - output08_loss: 24.8058 - output09_loss: 33.1537 - output10_loss: 24.9064 - output11_loss: 28.8425 - output12_loss: 29.1495 - output13_loss: 34.6700 - output14_loss: 29.8754 - output15_loss: 39.5536 - output16_loss: 26.0672 - output17_loss: 44.4448 - output18_loss: 22.5663 - output19_loss: 16.2396 - output20_loss: 26.5687 - output21_loss: 46.8901 - output22_loss: 31.0592 - output23_loss: 20.5908 - output24_loss: 33.5096 - output25_loss: 37.5785 - output26_loss: 20.8858 - output27_loss: 40.1336 - output28_loss: 32.6781 - output29_loss: 43.8841 - output00_mean_squared_error: 17.0794 - output01_mean_squared_error: 23.9746 - output02_mean_squared_error: 35.6000 - output03_mean_squared_error: 47.6519 - output04_mean_squared_error: 38.7800 - output05_mean_squared_error: 27.4925 - output06_mean_squared_error: 35.8513 - output07_mean_squared_error: 42.8964 - output08_mean_squared_error: 24.8058 - output09_mean_squared_error: 33.1537 - output10_mean_squared_error: 24.9064 - output11_mean_squared_error: 28.8425 - output12_mean_squared_error: 29.1495 - output13_mean_squared_error: 34.6700 - output14_mean_squared_error: 29.8754 - output15_mean_squared_error: 39.5536 - output16_mean_squared_error: 26.0672 - output17_mean_squared_error: 44.4448 - output18_mean_squared_error: 22.5663 - output19_mean_squared_error: 16.2396 - output20_mean_squared_error: 26.5687 - output21_mean_squared_error: 46.8901 - output22_mean_squared_error: 31.0592 - output23_mean_squared_error: 20.5908 - output24_mean_squared_error: 33.5096 - output25_mean_squared_error: 37.5785 - output26_mean_squared_error: 20.8858 - output27_mean_squared_error: 40.1336 - output28_mean_squared_error: 32.6781 - output29_mean_squared_error: 43.8841 Epoch 195/2000 121/121 [==============================] - 0s 940us/step - loss: 956.2513 - output00_loss: 17.0551 - output01_loss: 23.9486 - output02_loss: 35.5604 - output03_loss: 47.6058 - output04_loss: 38.7629 - output05_loss: 27.4404 - output06_loss: 35.8274 - output07_loss: 42.8280 - output08_loss: 24.7635 - output09_loss: 33.0923 - output10_loss: 24.8757 - output11_loss: 28.8027 - output12_loss: 29.1037 - output13_loss: 34.6538 - output14_loss: 29.8431 - output15_loss: 39.5280 - output16_loss: 26.0361 - output17_loss: 44.3531 - output18_loss: 22.5231 - output19_loss: 16.2272 - output20_loss: 26.5382 - output21_loss: 46.8271 - output22_loss: 31.0273 - output23_loss: 20.5647 - output24_loss: 33.4620 - output25_loss: 37.5301 - output26_loss: 20.8556 - output27_loss: 40.0917 - output28_loss: 32.6606 - output29_loss: 43.8629 - output00_mean_squared_error: 17.0551 - output01_mean_squared_error: 23.9486 - output02_mean_squared_error: 35.5604 - output03_mean_squared_error: 47.6058 - output04_mean_squared_error: 38.7629 - output05_mean_squared_error: 27.4404 - output06_mean_squared_error: 35.8274 - output07_mean_squared_error: 42.8280 - output08_mean_squared_error: 24.7635 - output09_mean_squared_error: 33.0923 - output10_mean_squared_error: 24.8757 - output11_mean_squared_error: 28.8027 - output12_mean_squared_error: 29.1037 - output13_mean_squared_error: 34.6538 - output14_mean_squared_error: 29.8431 - output15_mean_squared_error: 39.5280 - output16_mean_squared_error: 26.0361 - output17_mean_squared_error: 44.3531 - output18_mean_squared_error: 22.5231 - output19_mean_squared_error: 16.2272 - output20_mean_squared_error: 26.5382 - output21_mean_squared_error: 46.8271 - output22_mean_squared_error: 31.0273 - output23_mean_squared_error: 20.5647 - output24_mean_squared_error: 33.4620 - output25_mean_squared_error: 37.5301 - output26_mean_squared_error: 20.8556 - output27_mean_squared_error: 40.0917 - output28_mean_squared_error: 32.6606 - output29_mean_squared_error: 43.8629 Epoch 196/2000 121/121 [==============================] - 0s 951us/step - loss: 955.1277 - output00_loss: 17.0310 - output01_loss: 23.9226 - output02_loss: 35.5209 - output03_loss: 47.5598 - output04_loss: 38.7458 - output05_loss: 27.3887 - output06_loss: 35.8036 - output07_loss: 42.7599 - output08_loss: 24.7214 - output09_loss: 33.0313 - output10_loss: 24.8452 - output11_loss: 28.7631 - output12_loss: 29.0581 - output13_loss: 34.6376 - output14_loss: 29.8110 - output15_loss: 39.5024 - output16_loss: 26.0052 - output17_loss: 44.2618 - output18_loss: 22.4800 - output19_loss: 16.2151 - output20_loss: 26.5077 - output21_loss: 46.7643 - output22_loss: 30.9955 - output23_loss: 20.5388 - output24_loss: 33.4145 - output25_loss: 37.4819 - output26_loss: 20.8256 - output27_loss: 40.0500 - output28_loss: 32.6432 - output29_loss: 43.8416 - output00_mean_squared_error: 17.0310 - output01_mean_squared_error: 23.9226 - output02_mean_squared_error: 35.5209 - output03_mean_squared_error: 47.5598 - output04_mean_squared_error: 38.7458 - output05_mean_squared_error: 27.3887 - output06_mean_squared_error: 35.8036 - output07_mean_squared_error: 42.7599 - output08_mean_squared_error: 24.7214 - output09_mean_squared_error: 33.0313 - output10_mean_squared_error: 24.8452 - output11_mean_squared_error: 28.7631 - output12_mean_squared_error: 29.0581 - output13_mean_squared_error: 34.6376 - output14_mean_squared_error: 29.8110 - output15_mean_squared_error: 39.5024 - output16_mean_squared_error: 26.0052 - output17_mean_squared_error: 44.2618 - output18_mean_squared_error: 22.4800 - output19_mean_squared_error: 16.2151 - output20_mean_squared_error: 26.5077 - output21_mean_squared_error: 46.7643 - output22_mean_squared_error: 30.9955 - output23_mean_squared_error: 20.5388 - output24_mean_squared_error: 33.4145 - output25_mean_squared_error: 37.4819 - output26_mean_squared_error: 20.8256 - output27_mean_squared_error: 40.0500 - output28_mean_squared_error: 32.6432 - output29_mean_squared_error: 43.8416 Epoch 197/2000 121/121 [==============================] - 0s 998us/step - loss: 954.0082 - output00_loss: 17.0071 - output01_loss: 23.8966 - output02_loss: 35.4815 - output03_loss: 47.5140 - output04_loss: 38.7287 - output05_loss: 27.3372 - output06_loss: 35.7797 - output07_loss: 42.6919 - output08_loss: 24.6796 - output09_loss: 32.9704 - output10_loss: 24.8150 - output11_loss: 28.7238 - output12_loss: 29.0126 - output13_loss: 34.6214 - output14_loss: 29.7790 - output15_loss: 39.4768 - output16_loss: 25.9745 - output17_loss: 44.1708 - output18_loss: 22.4371 - output19_loss: 16.2032 - output20_loss: 26.4773 - output21_loss: 46.7017 - output22_loss: 30.9638 - output23_loss: 20.5130 - output24_loss: 33.3673 - output25_loss: 37.4340 - output26_loss: 20.7958 - output27_loss: 40.0084 - output28_loss: 32.6258 - output29_loss: 43.8203 - output00_mean_squared_error: 17.0071 - output01_mean_squared_error: 23.8966 - output02_mean_squared_error: 35.4815 - output03_mean_squared_error: 47.5140 - output04_mean_squared_error: 38.7287 - output05_mean_squared_error: 27.3372 - output06_mean_squared_error: 35.7797 - output07_mean_squared_error: 42.6919 - output08_mean_squared_error: 24.6796 - output09_mean_squared_error: 32.9704 - output10_mean_squared_error: 24.8150 - output11_mean_squared_error: 28.7238 - output12_mean_squared_error: 29.0126 - output13_mean_squared_error: 34.6214 - output14_mean_squared_error: 29.7790 - output15_mean_squared_error: 39.4768 - output16_mean_squared_error: 25.9745 - output17_mean_squared_error: 44.1708 - output18_mean_squared_error: 22.4371 - output19_mean_squared_error: 16.2032 - output20_mean_squared_error: 26.4773 - output21_mean_squared_error: 46.7017 - output22_mean_squared_error: 30.9638 - output23_mean_squared_error: 20.5130 - output24_mean_squared_error: 33.3673 - output25_mean_squared_error: 37.4340 - output26_mean_squared_error: 20.7958 - output27_mean_squared_error: 40.0084 - output28_mean_squared_error: 32.6258 - output29_mean_squared_error: 43.8203 Epoch 198/2000 121/121 [==============================] - 0s 1ms/step - loss: 952.8932 - output00_loss: 16.9833 - output01_loss: 23.8707 - output02_loss: 35.4421 - output03_loss: 47.4683 - output04_loss: 38.7117 - output05_loss: 27.2861 - output06_loss: 35.7558 - output07_loss: 42.6241 - output08_loss: 24.6379 - output09_loss: 32.9099 - output10_loss: 24.7850 - output11_loss: 28.6846 - output12_loss: 28.9672 - output13_loss: 34.6051 - output14_loss: 29.7471 - output15_loss: 39.4512 - output16_loss: 25.9440 - output17_loss: 44.0801 - output18_loss: 22.3945 - output19_loss: 16.1916 - output20_loss: 26.4469 - output21_loss: 46.6393 - output22_loss: 30.9321 - output23_loss: 20.4873 - output24_loss: 33.3203 - output25_loss: 37.3864 - output26_loss: 20.7661 - output27_loss: 39.9670 - output28_loss: 32.6084 - output29_loss: 43.7990 - output00_mean_squared_error: 16.9833 - output01_mean_squared_error: 23.8707 - output02_mean_squared_error: 35.4421 - output03_mean_squared_error: 47.4683 - output04_mean_squared_error: 38.7117 - output05_mean_squared_error: 27.2861 - output06_mean_squared_error: 35.7558 - output07_mean_squared_error: 42.6241 - output08_mean_squared_error: 24.6379 - output09_mean_squared_error: 32.9099 - output10_mean_squared_error: 24.7850 - output11_mean_squared_error: 28.6846 - output12_mean_squared_error: 28.9672 - output13_mean_squared_error: 34.6051 - output14_mean_squared_error: 29.7471 - output15_mean_squared_error: 39.4512 - output16_mean_squared_error: 25.9440 - output17_mean_squared_error: 44.0801 - output18_mean_squared_error: 22.3945 - output19_mean_squared_error: 16.1916 - output20_mean_squared_error: 26.4469 - output21_mean_squared_error: 46.6393 - output22_mean_squared_error: 30.9321 - output23_mean_squared_error: 20.4873 - output24_mean_squared_error: 33.3203 - output25_mean_squared_error: 37.3864 - output26_mean_squared_error: 20.7661 - output27_mean_squared_error: 39.9670 - output28_mean_squared_error: 32.6084 - output29_mean_squared_error: 43.7990 Epoch 199/2000 121/121 [==============================] - 0s 1ms/step - loss: 951.7823 - output00_loss: 16.9596 - output01_loss: 23.8448 - output02_loss: 35.4028 - output03_loss: 47.4228 - output04_loss: 38.6946 - output05_loss: 27.2353 - output06_loss: 35.7319 - output07_loss: 42.5566 - output08_loss: 24.5965 - output09_loss: 32.8496 - output10_loss: 24.7553 - output11_loss: 28.6456 - output12_loss: 28.9221 - output13_loss: 34.5889 - output14_loss: 29.7153 - output15_loss: 39.4257 - output16_loss: 25.9136 - output17_loss: 43.9897 - output18_loss: 22.3520 - output19_loss: 16.1801 - output20_loss: 26.4165 - output21_loss: 46.5771 - output22_loss: 30.9007 - output23_loss: 20.4618 - output24_loss: 33.2735 - output25_loss: 37.3390 - output26_loss: 20.7365 - output27_loss: 39.9258 - output28_loss: 32.5911 - output29_loss: 43.7777 - output00_mean_squared_error: 16.9596 - output01_mean_squared_error: 23.8448 - output02_mean_squared_error: 35.4028 - output03_mean_squared_error: 47.4228 - output04_mean_squared_error: 38.6946 - output05_mean_squared_error: 27.2353 - output06_mean_squared_error: 35.7319 - output07_mean_squared_error: 42.5566 - output08_mean_squared_error: 24.5965 - output09_mean_squared_error: 32.8496 - output10_mean_squared_error: 24.7553 - output11_mean_squared_error: 28.6456 - output12_mean_squared_error: 28.9221 - output13_mean_squared_error: 34.5889 - output14_mean_squared_error: 29.7153 - output15_mean_squared_error: 39.4257 - output16_mean_squared_error: 25.9136 - output17_mean_squared_error: 43.9897 - output18_mean_squared_error: 22.3520 - output19_mean_squared_error: 16.1801 - output20_mean_squared_error: 26.4165 - output21_mean_squared_error: 46.5771 - output22_mean_squared_error: 30.9007 - output23_mean_squared_error: 20.4618 - output24_mean_squared_error: 33.2735 - output25_mean_squared_error: 37.3390 - output26_mean_squared_error: 20.7365 - output27_mean_squared_error: 39.9258 - output28_mean_squared_error: 32.5911 - output29_mean_squared_error: 43.7777 Epoch 200/2000 121/121 [==============================] - 0s 679us/step - loss: 950.6757 - output00_loss: 16.9361 - output01_loss: 23.8189 - output02_loss: 35.3636 - output03_loss: 47.3774 - output04_loss: 38.6775 - output05_loss: 27.1848 - output06_loss: 35.7080 - output07_loss: 42.4892 - output08_loss: 24.5553 - output09_loss: 32.7895 - output10_loss: 24.7257 - output11_loss: 28.6067 - output12_loss: 28.8771 - output13_loss: 34.5727 - output14_loss: 29.6836 - output15_loss: 39.4002 - output16_loss: 25.8834 - output17_loss: 43.8996 - output18_loss: 22.3097 - output19_loss: 16.1689 - output20_loss: 26.3861 - output21_loss: 46.5151 - output22_loss: 30.8693 - output23_loss: 20.4364 - output24_loss: 33.2269 - output25_loss: 37.2919 - output26_loss: 20.7072 - output27_loss: 39.8846 - output28_loss: 32.5737 - output29_loss: 43.7564 - output00_mean_squared_error: 16.9361 - output01_mean_squared_error: 23.8189 - output02_mean_squared_error: 35.3636 - output03_mean_squared_error: 47.3774 - output04_mean_squared_error: 38.6775 - output05_mean_squared_error: 27.1848 - output06_mean_squared_error: 35.7080 - output07_mean_squared_error: 42.4892 - output08_mean_squared_error: 24.5553 - output09_mean_squared_error: 32.7895 - output10_mean_squared_error: 24.7257 - output11_mean_squared_error: 28.6067 - output12_mean_squared_error: 28.8771 - output13_mean_squared_error: 34.5727 - output14_mean_squared_error: 29.6836 - output15_mean_squared_error: 39.4002 - output16_mean_squared_error: 25.8834 - output17_mean_squared_error: 43.8996 - output18_mean_squared_error: 22.3097 - output19_mean_squared_error: 16.1689 - output20_mean_squared_error: 26.3861 - output21_mean_squared_error: 46.5151 - output22_mean_squared_error: 30.8693 - output23_mean_squared_error: 20.4364 - output24_mean_squared_error: 33.2269 - output25_mean_squared_error: 37.2919 - output26_mean_squared_error: 20.7072 - output27_mean_squared_error: 39.8846 - output28_mean_squared_error: 32.5737 - output29_mean_squared_error: 43.7564 Epoch 201/2000 121/121 [==============================] - 0s 1ms/step - loss: 949.5735 - output00_loss: 16.9128 - output01_loss: 23.7931 - output02_loss: 35.3245 - output03_loss: 47.3321 - output04_loss: 38.6605 - output05_loss: 27.1347 - output06_loss: 35.6840 - output07_loss: 42.4220 - output08_loss: 24.5143 - output09_loss: 32.7297 - output10_loss: 24.6964 - output11_loss: 28.5681 - output12_loss: 28.8322 - output13_loss: 34.5565 - output14_loss: 29.6520 - output15_loss: 39.3748 - output16_loss: 25.8534 - output17_loss: 43.8099 - output18_loss: 22.2677 - output19_loss: 16.1578 - output20_loss: 26.3558 - output21_loss: 46.4533 - output22_loss: 30.8380 - output23_loss: 20.4111 - output24_loss: 33.1805 - output25_loss: 37.2450 - output26_loss: 20.6780 - output27_loss: 39.8437 - output28_loss: 32.5564 - output29_loss: 43.7351 - output00_mean_squared_error: 16.9128 - output01_mean_squared_error: 23.7931 - output02_mean_squared_error: 35.3245 - output03_mean_squared_error: 47.3321 - output04_mean_squared_error: 38.6605 - output05_mean_squared_error: 27.1347 - output06_mean_squared_error: 35.6840 - output07_mean_squared_error: 42.4220 - output08_mean_squared_error: 24.5143 - output09_mean_squared_error: 32.7297 - output10_mean_squared_error: 24.6964 - output11_mean_squared_error: 28.5681 - output12_mean_squared_error: 28.8322 - output13_mean_squared_error: 34.5565 - output14_mean_squared_error: 29.6520 - output15_mean_squared_error: 39.3748 - output16_mean_squared_error: 25.8534 - output17_mean_squared_error: 43.8099 - output18_mean_squared_error: 22.2677 - output19_mean_squared_error: 16.1578 - output20_mean_squared_error: 26.3558 - output21_mean_squared_error: 46.4533 - output22_mean_squared_error: 30.8380 - output23_mean_squared_error: 20.4111 - output24_mean_squared_error: 33.1805 - output25_mean_squared_error: 37.2450 - output26_mean_squared_error: 20.6780 - output27_mean_squared_error: 39.8437 - output28_mean_squared_error: 32.5564 - output29_mean_squared_error: 43.7351 Epoch 202/2000 121/121 [==============================] - 0s 1ms/step - loss: 948.4753 - output00_loss: 16.8896 - output01_loss: 23.7673 - output02_loss: 35.2854 - output03_loss: 47.2871 - output04_loss: 38.6434 - output05_loss: 27.0849 - output06_loss: 35.6601 - output07_loss: 42.3550 - output08_loss: 24.4736 - output09_loss: 32.6702 - output10_loss: 24.6673 - output11_loss: 28.5297 - output12_loss: 28.7876 - output13_loss: 34.5403 - output14_loss: 29.6205 - output15_loss: 39.3494 - output16_loss: 25.8236 - output17_loss: 43.7204 - output18_loss: 22.2258 - output19_loss: 16.1470 - output20_loss: 26.3254 - output21_loss: 46.3918 - output22_loss: 30.8068 - output23_loss: 20.3859 - output24_loss: 33.1343 - output25_loss: 37.1984 - output26_loss: 20.6489 - output27_loss: 39.8029 - output28_loss: 32.5391 - output29_loss: 43.7137 - output00_mean_squared_error: 16.8896 - output01_mean_squared_error: 23.7673 - output02_mean_squared_error: 35.2854 - output03_mean_squared_error: 47.2871 - output04_mean_squared_error: 38.6434 - output05_mean_squared_error: 27.0849 - output06_mean_squared_error: 35.6601 - output07_mean_squared_error: 42.3550 - output08_mean_squared_error: 24.4736 - output09_mean_squared_error: 32.6702 - output10_mean_squared_error: 24.6673 - output11_mean_squared_error: 28.5297 - output12_mean_squared_error: 28.7876 - output13_mean_squared_error: 34.5403 - output14_mean_squared_error: 29.6205 - output15_mean_squared_error: 39.3494 - output16_mean_squared_error: 25.8236 - output17_mean_squared_error: 43.7204 - output18_mean_squared_error: 22.2258 - output19_mean_squared_error: 16.1470 - output20_mean_squared_error: 26.3254 - output21_mean_squared_error: 46.3918 - output22_mean_squared_error: 30.8068 - output23_mean_squared_error: 20.3859 - output24_mean_squared_error: 33.1343 - output25_mean_squared_error: 37.1984 - output26_mean_squared_error: 20.6489 - output27_mean_squared_error: 39.8029 - output28_mean_squared_error: 32.5391 - output29_mean_squared_error: 43.7137 Epoch 203/2000 121/121 [==============================] - 0s 1ms/step - loss: 947.3813 - output00_loss: 16.8665 - output01_loss: 23.7416 - output02_loss: 35.2464 - output03_loss: 47.2421 - output04_loss: 38.6263 - output05_loss: 27.0354 - output06_loss: 35.6361 - output07_loss: 42.2882 - output08_loss: 24.4330 - output09_loss: 32.6109 - output10_loss: 24.6384 - output11_loss: 28.4914 - output12_loss: 28.7430 - output13_loss: 34.5241 - output14_loss: 29.5892 - output15_loss: 39.3240 - output16_loss: 25.7940 - output17_loss: 43.6313 - output18_loss: 22.1842 - output19_loss: 16.1363 - output20_loss: 26.2951 - output21_loss: 46.3304 - output22_loss: 30.7757 - output23_loss: 20.3609 - output24_loss: 33.0883 - output25_loss: 37.1520 - output26_loss: 20.6200 - output27_loss: 39.7622 - output28_loss: 32.5218 - output29_loss: 43.6924 - output00_mean_squared_error: 16.8665 - output01_mean_squared_error: 23.7416 - output02_mean_squared_error: 35.2464 - output03_mean_squared_error: 47.2421 - output04_mean_squared_error: 38.6263 - output05_mean_squared_error: 27.0354 - output06_mean_squared_error: 35.6361 - output07_mean_squared_error: 42.2882 - output08_mean_squared_error: 24.4330 - output09_mean_squared_error: 32.6109 - output10_mean_squared_error: 24.6384 - output11_mean_squared_error: 28.4914 - output12_mean_squared_error: 28.7430 - output13_mean_squared_error: 34.5241 - output14_mean_squared_error: 29.5892 - output15_mean_squared_error: 39.3240 - output16_mean_squared_error: 25.7940 - output17_mean_squared_error: 43.6313 - output18_mean_squared_error: 22.1842 - output19_mean_squared_error: 16.1363 - output20_mean_squared_error: 26.2951 - output21_mean_squared_error: 46.3304 - output22_mean_squared_error: 30.7757 - output23_mean_squared_error: 20.3609 - output24_mean_squared_error: 33.0883 - output25_mean_squared_error: 37.1520 - output26_mean_squared_error: 20.6200 - output27_mean_squared_error: 39.7622 - output28_mean_squared_error: 32.5218 - output29_mean_squared_error: 43.6924 Epoch 204/2000 121/121 [==============================] - 0s 1ms/step - loss: 946.2914 - output00_loss: 16.8436 - output01_loss: 23.7159 - output02_loss: 35.2075 - output03_loss: 47.1973 - output04_loss: 38.6093 - output05_loss: 26.9862 - output06_loss: 35.6121 - output07_loss: 42.2216 - output08_loss: 24.3927 - output09_loss: 32.5518 - output10_loss: 24.6097 - output11_loss: 28.4533 - output12_loss: 28.6987 - output13_loss: 34.5079 - output14_loss: 29.5579 - output15_loss: 39.2987 - output16_loss: 25.7645 - output17_loss: 43.5425 - output18_loss: 22.1427 - output19_loss: 16.1257 - output20_loss: 26.2648 - output21_loss: 46.2692 - output22_loss: 30.7448 - output23_loss: 20.3360 - output24_loss: 33.0425 - output25_loss: 37.1059 - output26_loss: 20.5913 - output27_loss: 39.7217 - output28_loss: 32.5045 - output29_loss: 43.6710 - output00_mean_squared_error: 16.8436 - output01_mean_squared_error: 23.7159 - output02_mean_squared_error: 35.2075 - output03_mean_squared_error: 47.1973 - output04_mean_squared_error: 38.6093 - output05_mean_squared_error: 26.9862 - output06_mean_squared_error: 35.6121 - output07_mean_squared_error: 42.2216 - output08_mean_squared_error: 24.3927 - output09_mean_squared_error: 32.5518 - output10_mean_squared_error: 24.6097 - output11_mean_squared_error: 28.4533 - output12_mean_squared_error: 28.6987 - output13_mean_squared_error: 34.5079 - output14_mean_squared_error: 29.5579 - output15_mean_squared_error: 39.2987 - output16_mean_squared_error: 25.7645 - output17_mean_squared_error: 43.5425 - output18_mean_squared_error: 22.1427 - output19_mean_squared_error: 16.1257 - output20_mean_squared_error: 26.2648 - output21_mean_squared_error: 46.2692 - output22_mean_squared_error: 30.7448 - output23_mean_squared_error: 20.3360 - output24_mean_squared_error: 33.0425 - output25_mean_squared_error: 37.1059 - output26_mean_squared_error: 20.5913 - output27_mean_squared_error: 39.7217 - output28_mean_squared_error: 32.5045 - output29_mean_squared_error: 43.6710 Epoch 205/2000 121/121 [==============================] - 0s 885us/step - loss: 945.2055 - output00_loss: 16.8209 - output01_loss: 23.6902 - output02_loss: 35.1687 - output03_loss: 47.1527 - output04_loss: 38.5922 - output05_loss: 26.9373 - output06_loss: 35.5881 - output07_loss: 42.1552 - output08_loss: 24.3525 - output09_loss: 32.4930 - output10_loss: 24.5813 - output11_loss: 28.4154 - output12_loss: 28.6545 - output13_loss: 34.4917 - output14_loss: 29.5267 - output15_loss: 39.2734 - output16_loss: 25.7352 - output17_loss: 43.4541 - output18_loss: 22.1014 - output19_loss: 16.1154 - output20_loss: 26.2346 - output21_loss: 46.2082 - output22_loss: 30.7139 - output23_loss: 20.3112 - output24_loss: 32.9969 - output25_loss: 37.0601 - output26_loss: 20.5627 - output27_loss: 39.6813 - output28_loss: 32.4872 - output29_loss: 43.6496 - output00_mean_squared_error: 16.8209 - output01_mean_squared_error: 23.6902 - output02_mean_squared_error: 35.1687 - output03_mean_squared_error: 47.1527 - output04_mean_squared_error: 38.5922 - output05_mean_squared_error: 26.9373 - output06_mean_squared_error: 35.5881 - output07_mean_squared_error: 42.1552 - output08_mean_squared_error: 24.3525 - output09_mean_squared_error: 32.4930 - output10_mean_squared_error: 24.5813 - output11_mean_squared_error: 28.4154 - output12_mean_squared_error: 28.6545 - output13_mean_squared_error: 34.4917 - output14_mean_squared_error: 29.5267 - output15_mean_squared_error: 39.2734 - output16_mean_squared_error: 25.7352 - output17_mean_squared_error: 43.4541 - output18_mean_squared_error: 22.1014 - output19_mean_squared_error: 16.1154 - output20_mean_squared_error: 26.2346 - output21_mean_squared_error: 46.2082 - output22_mean_squared_error: 30.7139 - output23_mean_squared_error: 20.3112 - output24_mean_squared_error: 32.9969 - output25_mean_squared_error: 37.0601 - output26_mean_squared_error: 20.5627 - output27_mean_squared_error: 39.6813 - output28_mean_squared_error: 32.4872 - output29_mean_squared_error: 43.6496 Epoch 206/2000 121/121 [==============================] - 0s 770us/step - loss: 944.1238 - output00_loss: 16.7982 - output01_loss: 23.6646 - output02_loss: 35.1299 - output03_loss: 47.1081 - output04_loss: 38.5751 - output05_loss: 26.8887 - output06_loss: 35.5641 - output07_loss: 42.0890 - output08_loss: 24.3126 - output09_loss: 32.4344 - output10_loss: 24.5530 - output11_loss: 28.3777 - output12_loss: 28.6104 - output13_loss: 34.4755 - output14_loss: 29.4957 - output15_loss: 39.2482 - output16_loss: 25.7061 - output17_loss: 43.3659 - output18_loss: 22.0604 - output19_loss: 16.1051 - output20_loss: 26.2043 - output21_loss: 46.1475 - output22_loss: 30.6832 - output23_loss: 20.2865 - output24_loss: 32.9515 - output25_loss: 37.0145 - output26_loss: 20.5343 - output27_loss: 39.6411 - output28_loss: 32.4699 - output29_loss: 43.6282 - output00_mean_squared_error: 16.7982 - output01_mean_squared_error: 23.6646 - output02_mean_squared_error: 35.1299 - output03_mean_squared_error: 47.1081 - output04_mean_squared_error: 38.5751 - output05_mean_squared_error: 26.8887 - output06_mean_squared_error: 35.5641 - output07_mean_squared_error: 42.0890 - output08_mean_squared_error: 24.3126 - output09_mean_squared_error: 32.4344 - output10_mean_squared_error: 24.5530 - output11_mean_squared_error: 28.3777 - output12_mean_squared_error: 28.6104 - output13_mean_squared_error: 34.4755 - output14_mean_squared_error: 29.4957 - output15_mean_squared_error: 39.2482 - output16_mean_squared_error: 25.7061 - output17_mean_squared_error: 43.3659 - output18_mean_squared_error: 22.0604 - output19_mean_squared_error: 16.1051 - output20_mean_squared_error: 26.2043 - output21_mean_squared_error: 46.1475 - output22_mean_squared_error: 30.6832 - output23_mean_squared_error: 20.2865 - output24_mean_squared_error: 32.9515 - output25_mean_squared_error: 37.0145 - output26_mean_squared_error: 20.5343 - output27_mean_squared_error: 39.6411 - output28_mean_squared_error: 32.4699 - output29_mean_squared_error: 43.6282 Epoch 207/2000 121/121 [==============================] - 0s 1ms/step - loss: 943.0463 - output00_loss: 16.7758 - output01_loss: 23.6390 - output02_loss: 35.0912 - output03_loss: 47.0638 - output04_loss: 38.5580 - output05_loss: 26.8405 - output06_loss: 35.5400 - output07_loss: 42.0229 - output08_loss: 24.2729 - output09_loss: 32.3761 - output10_loss: 24.5250 - output11_loss: 28.3402 - output12_loss: 28.5666 - output13_loss: 34.4593 - output14_loss: 29.4647 - output15_loss: 39.2229 - output16_loss: 25.6772 - output17_loss: 43.2781 - output18_loss: 22.0195 - output19_loss: 16.0950 - output20_loss: 26.1741 - output21_loss: 46.0869 - output22_loss: 30.6525 - output23_loss: 20.2619 - output24_loss: 32.9063 - output25_loss: 36.9691 - output26_loss: 20.5060 - output27_loss: 39.6011 - output28_loss: 32.4527 - output29_loss: 43.6068 - output00_mean_squared_error: 16.7758 - output01_mean_squared_error: 23.6390 - output02_mean_squared_error: 35.0912 - output03_mean_squared_error: 47.0638 - output04_mean_squared_error: 38.5580 - output05_mean_squared_error: 26.8405 - output06_mean_squared_error: 35.5400 - output07_mean_squared_error: 42.0229 - output08_mean_squared_error: 24.2729 - output09_mean_squared_error: 32.3761 - output10_mean_squared_error: 24.5250 - output11_mean_squared_error: 28.3402 - output12_mean_squared_error: 28.5666 - output13_mean_squared_error: 34.4593 - output14_mean_squared_error: 29.4647 - output15_mean_squared_error: 39.2229 - output16_mean_squared_error: 25.6772 - output17_mean_squared_error: 43.2781 - output18_mean_squared_error: 22.0195 - output19_mean_squared_error: 16.0950 - output20_mean_squared_error: 26.1741 - output21_mean_squared_error: 46.0869 - output22_mean_squared_error: 30.6525 - output23_mean_squared_error: 20.2619 - output24_mean_squared_error: 32.9063 - output25_mean_squared_error: 36.9691 - output26_mean_squared_error: 20.5060 - output27_mean_squared_error: 39.6011 - output28_mean_squared_error: 32.4527 - output29_mean_squared_error: 43.6068 Epoch 208/2000 121/121 [==============================] - 0s 1ms/step - loss: 941.9725 - output00_loss: 16.7534 - output01_loss: 23.6135 - output02_loss: 35.0526 - output03_loss: 47.0195 - output04_loss: 38.5410 - output05_loss: 26.7925 - output06_loss: 35.5160 - output07_loss: 41.9571 - output08_loss: 24.2334 - output09_loss: 32.3181 - output10_loss: 24.4971 - output11_loss: 28.3028 - output12_loss: 28.5228 - output13_loss: 34.4431 - output14_loss: 29.4339 - output15_loss: 39.1977 - output16_loss: 25.6484 - output17_loss: 43.1906 - output18_loss: 21.9788 - output19_loss: 16.0850 - output20_loss: 26.1439 - output21_loss: 46.0265 - output22_loss: 30.6220 - output23_loss: 20.2375 - output24_loss: 32.8613 - output25_loss: 36.9240 - output26_loss: 20.4779 - output27_loss: 39.5612 - output28_loss: 32.4354 - output29_loss: 43.5854 - output00_mean_squared_error: 16.7534 - output01_mean_squared_error: 23.6135 - output02_mean_squared_error: 35.0526 - output03_mean_squared_error: 47.0195 - output04_mean_squared_error: 38.5410 - output05_mean_squared_error: 26.7925 - output06_mean_squared_error: 35.5160 - output07_mean_squared_error: 41.9571 - output08_mean_squared_error: 24.2334 - output09_mean_squared_error: 32.3181 - output10_mean_squared_error: 24.4971 - output11_mean_squared_error: 28.3028 - output12_mean_squared_error: 28.5228 - output13_mean_squared_error: 34.4431 - output14_mean_squared_error: 29.4339 - output15_mean_squared_error: 39.1977 - output16_mean_squared_error: 25.6484 - output17_mean_squared_error: 43.1906 - output18_mean_squared_error: 21.9788 - output19_mean_squared_error: 16.0850 - output20_mean_squared_error: 26.1439 - output21_mean_squared_error: 46.0265 - output22_mean_squared_error: 30.6220 - output23_mean_squared_error: 20.2375 - output24_mean_squared_error: 32.8613 - output25_mean_squared_error: 36.9240 - output26_mean_squared_error: 20.4779 - output27_mean_squared_error: 39.5612 - output28_mean_squared_error: 32.4354 - output29_mean_squared_error: 43.5854 Epoch 209/2000 121/121 [==============================] - 0s 1ms/step - loss: 940.9031 - output00_loss: 16.7313 - output01_loss: 23.5880 - output02_loss: 35.0141 - output03_loss: 46.9754 - output04_loss: 38.5239 - output05_loss: 26.7449 - output06_loss: 35.4919 - output07_loss: 41.8915 - output08_loss: 24.1941 - output09_loss: 32.2603 - output10_loss: 24.4695 - output11_loss: 28.2656 - output12_loss: 28.4793 - output13_loss: 34.4269 - output14_loss: 29.4032 - output15_loss: 39.1726 - output16_loss: 25.6198 - output17_loss: 43.1034 - output18_loss: 21.9384 - output19_loss: 16.0752 - output20_loss: 26.1138 - output21_loss: 45.9664 - output22_loss: 30.5916 - output23_loss: 20.2132 - output24_loss: 32.8165 - output25_loss: 36.8791 - output26_loss: 20.4500 - output27_loss: 39.5214 - output28_loss: 32.4181 - output29_loss: 43.5639 - output00_mean_squared_error: 16.7313 - output01_mean_squared_error: 23.5880 - output02_mean_squared_error: 35.0141 - output03_mean_squared_error: 46.9754 - output04_mean_squared_error: 38.5239 - output05_mean_squared_error: 26.7449 - output06_mean_squared_error: 35.4919 - output07_mean_squared_error: 41.8915 - output08_mean_squared_error: 24.1941 - output09_mean_squared_error: 32.2603 - output10_mean_squared_error: 24.4695 - output11_mean_squared_error: 28.2656 - output12_mean_squared_error: 28.4793 - output13_mean_squared_error: 34.4269 - output14_mean_squared_error: 29.4032 - output15_mean_squared_error: 39.1726 - output16_mean_squared_error: 25.6198 - output17_mean_squared_error: 43.1034 - output18_mean_squared_error: 21.9384 - output19_mean_squared_error: 16.0752 - output20_mean_squared_error: 26.1138 - output21_mean_squared_error: 45.9664 - output22_mean_squared_error: 30.5916 - output23_mean_squared_error: 20.2132 - output24_mean_squared_error: 32.8165 - output25_mean_squared_error: 36.8791 - output26_mean_squared_error: 20.4500 - output27_mean_squared_error: 39.5214 - output28_mean_squared_error: 32.4181 - output29_mean_squared_error: 43.5639 Epoch 210/2000 121/121 [==============================] - 0s 1ms/step - loss: 939.8375 - output00_loss: 16.7092 - output01_loss: 23.5625 - output02_loss: 34.9757 - output03_loss: 46.9315 - output04_loss: 38.5068 - output05_loss: 26.6975 - output06_loss: 35.4678 - output07_loss: 41.8261 - output08_loss: 24.1550 - output09_loss: 32.2027 - output10_loss: 24.4420 - output11_loss: 28.2286 - output12_loss: 28.4359 - output13_loss: 34.4107 - output14_loss: 29.3725 - output15_loss: 39.1475 - output16_loss: 25.5913 - output17_loss: 43.0165 - output18_loss: 21.8981 - output19_loss: 16.0655 - output20_loss: 26.0837 - output21_loss: 45.9064 - output22_loss: 30.5613 - output23_loss: 20.1890 - output24_loss: 32.7719 - output25_loss: 36.8345 - output26_loss: 20.4221 - output27_loss: 39.4818 - output28_loss: 32.4009 - output29_loss: 43.5424 - output00_mean_squared_error: 16.7092 - output01_mean_squared_error: 23.5625 - output02_mean_squared_error: 34.9757 - output03_mean_squared_error: 46.9315 - output04_mean_squared_error: 38.5068 - output05_mean_squared_error: 26.6975 - output06_mean_squared_error: 35.4678 - output07_mean_squared_error: 41.8261 - output08_mean_squared_error: 24.1550 - output09_mean_squared_error: 32.2027 - output10_mean_squared_error: 24.4420 - output11_mean_squared_error: 28.2286 - output12_mean_squared_error: 28.4359 - output13_mean_squared_error: 34.4107 - output14_mean_squared_error: 29.3725 - output15_mean_squared_error: 39.1475 - output16_mean_squared_error: 25.5913 - output17_mean_squared_error: 43.0165 - output18_mean_squared_error: 21.8981 - output19_mean_squared_error: 16.0655 - output20_mean_squared_error: 26.0837 - output21_mean_squared_error: 45.9064 - output22_mean_squared_error: 30.5613 - output23_mean_squared_error: 20.1890 - output24_mean_squared_error: 32.7719 - output25_mean_squared_error: 36.8345 - output26_mean_squared_error: 20.4221 - output27_mean_squared_error: 39.4818 - output28_mean_squared_error: 32.4009 - output29_mean_squared_error: 43.5424 Epoch 211/2000 121/121 [==============================] - 0s 669us/step - loss: 938.7758 - output00_loss: 16.6873 - output01_loss: 23.5371 - output02_loss: 34.9373 - output03_loss: 46.8877 - output04_loss: 38.4897 - output05_loss: 26.6505 - output06_loss: 35.4437 - output07_loss: 41.7609 - output08_loss: 24.1161 - output09_loss: 32.1454 - output10_loss: 24.4147 - output11_loss: 28.1918 - output12_loss: 28.3926 - output13_loss: 34.3946 - output14_loss: 29.3420 - output15_loss: 39.1224 - output16_loss: 25.5631 - output17_loss: 42.9299 - output18_loss: 21.8580 - output19_loss: 16.0558 - output20_loss: 26.0535 - output21_loss: 45.8466 - output22_loss: 30.5310 - output23_loss: 20.1650 - output24_loss: 32.7274 - output25_loss: 36.7901 - output26_loss: 20.3945 - output27_loss: 39.4423 - output28_loss: 32.3836 - output29_loss: 43.5209 - output00_mean_squared_error: 16.6873 - output01_mean_squared_error: 23.5371 - output02_mean_squared_error: 34.9373 - output03_mean_squared_error: 46.8877 - output04_mean_squared_error: 38.4897 - output05_mean_squared_error: 26.6505 - output06_mean_squared_error: 35.4437 - output07_mean_squared_error: 41.7609 - output08_mean_squared_error: 24.1161 - output09_mean_squared_error: 32.1454 - output10_mean_squared_error: 24.4147 - output11_mean_squared_error: 28.1918 - output12_mean_squared_error: 28.3926 - output13_mean_squared_error: 34.3946 - output14_mean_squared_error: 29.3420 - output15_mean_squared_error: 39.1224 - output16_mean_squared_error: 25.5631 - output17_mean_squared_error: 42.9299 - output18_mean_squared_error: 21.8580 - output19_mean_squared_error: 16.0558 - output20_mean_squared_error: 26.0535 - output21_mean_squared_error: 45.8466 - output22_mean_squared_error: 30.5310 - output23_mean_squared_error: 20.1650 - output24_mean_squared_error: 32.7274 - output25_mean_squared_error: 36.7901 - output26_mean_squared_error: 20.3945 - output27_mean_squared_error: 39.4423 - output28_mean_squared_error: 32.3836 - output29_mean_squared_error: 43.5209 Epoch 212/2000 121/121 [==============================] - 0s 508us/step - loss: 937.7181 - output00_loss: 16.6655 - output01_loss: 23.5118 - output02_loss: 34.8991 - output03_loss: 46.8440 - output04_loss: 38.4726 - output05_loss: 26.6038 - output06_loss: 35.4196 - output07_loss: 41.6958 - output08_loss: 24.0774 - output09_loss: 32.0883 - output10_loss: 24.3877 - output11_loss: 28.1552 - output12_loss: 28.3495 - output13_loss: 34.3784 - output14_loss: 29.3116 - output15_loss: 39.0974 - output16_loss: 25.5350 - output17_loss: 42.8437 - output18_loss: 21.8181 - output19_loss: 16.0463 - output20_loss: 26.0235 - output21_loss: 45.7871 - output22_loss: 30.5009 - output23_loss: 20.1410 - output24_loss: 32.6832 - output25_loss: 36.7460 - output26_loss: 20.3670 - output27_loss: 39.4030 - output28_loss: 32.3664 - output29_loss: 43.4994 - output00_mean_squared_error: 16.6655 - output01_mean_squared_error: 23.5118 - output02_mean_squared_error: 34.8991 - output03_mean_squared_error: 46.8440 - output04_mean_squared_error: 38.4726 - output05_mean_squared_error: 26.6038 - output06_mean_squared_error: 35.4196 - output07_mean_squared_error: 41.6958 - output08_mean_squared_error: 24.0774 - output09_mean_squared_error: 32.0883 - output10_mean_squared_error: 24.3877 - output11_mean_squared_error: 28.1552 - output12_mean_squared_error: 28.3495 - output13_mean_squared_error: 34.3784 - output14_mean_squared_error: 29.3116 - output15_mean_squared_error: 39.0974 - output16_mean_squared_error: 25.5350 - output17_mean_squared_error: 42.8437 - output18_mean_squared_error: 21.8181 - output19_mean_squared_error: 16.0463 - output20_mean_squared_error: 26.0235 - output21_mean_squared_error: 45.7871 - output22_mean_squared_error: 30.5009 - output23_mean_squared_error: 20.1410 - output24_mean_squared_error: 32.6832 - output25_mean_squared_error: 36.7460 - output26_mean_squared_error: 20.3670 - output27_mean_squared_error: 39.4030 - output28_mean_squared_error: 32.3664 - output29_mean_squared_error: 43.4994 Epoch 213/2000 121/121 [==============================] - 0s 1ms/step - loss: 936.6644 - output00_loss: 16.6439 - output01_loss: 23.4864 - output02_loss: 34.8609 - output03_loss: 46.8004 - output04_loss: 38.4556 - output05_loss: 26.5573 - output06_loss: 35.3955 - output07_loss: 41.6310 - output08_loss: 24.0389 - output09_loss: 32.0314 - output10_loss: 24.3608 - output11_loss: 28.1187 - output12_loss: 28.3066 - output13_loss: 34.3622 - output14_loss: 29.2813 - output15_loss: 39.0724 - output16_loss: 25.5070 - output17_loss: 42.7577 - output18_loss: 21.7784 - output19_loss: 16.0369 - output20_loss: 25.9934 - output21_loss: 45.7277 - output22_loss: 30.4709 - output23_loss: 20.1172 - output24_loss: 32.6391 - output25_loss: 36.7021 - output26_loss: 20.3396 - output27_loss: 39.3638 - output28_loss: 32.3491 - output29_loss: 43.4779 - output00_mean_squared_error: 16.6439 - output01_mean_squared_error: 23.4864 - output02_mean_squared_error: 34.8609 - output03_mean_squared_error: 46.8004 - output04_mean_squared_error: 38.4556 - output05_mean_squared_error: 26.5573 - output06_mean_squared_error: 35.3955 - output07_mean_squared_error: 41.6310 - output08_mean_squared_error: 24.0389 - output09_mean_squared_error: 32.0314 - output10_mean_squared_error: 24.3608 - output11_mean_squared_error: 28.1187 - output12_mean_squared_error: 28.3066 - output13_mean_squared_error: 34.3622 - output14_mean_squared_error: 29.2813 - output15_mean_squared_error: 39.0724 - output16_mean_squared_error: 25.5070 - output17_mean_squared_error: 42.7577 - output18_mean_squared_error: 21.7784 - output19_mean_squared_error: 16.0369 - output20_mean_squared_error: 25.9934 - output21_mean_squared_error: 45.7277 - output22_mean_squared_error: 30.4709 - output23_mean_squared_error: 20.1172 - output24_mean_squared_error: 32.6391 - output25_mean_squared_error: 36.7021 - output26_mean_squared_error: 20.3396 - output27_mean_squared_error: 39.3638 - output28_mean_squared_error: 32.3491 - output29_mean_squared_error: 43.4779 Epoch 214/2000 121/121 [==============================] - 0s 1ms/step - loss: 935.6146 - output00_loss: 16.6223 - output01_loss: 23.4611 - output02_loss: 34.8228 - output03_loss: 46.7570 - output04_loss: 38.4385 - output05_loss: 26.5112 - output06_loss: 35.3714 - output07_loss: 41.5664 - output08_loss: 24.0006 - output09_loss: 31.9748 - output10_loss: 24.3342 - output11_loss: 28.0824 - output12_loss: 28.2638 - output13_loss: 34.3461 - output14_loss: 29.2511 - output15_loss: 39.0474 - output16_loss: 25.4793 - output17_loss: 42.6721 - output18_loss: 21.7389 - output19_loss: 16.0275 - output20_loss: 25.9634 - output21_loss: 45.6685 - output22_loss: 30.4410 - output23_loss: 20.0935 - output24_loss: 32.5953 - output25_loss: 36.6584 - output26_loss: 20.3124 - output27_loss: 39.3248 - output28_loss: 32.3319 - output29_loss: 43.4564 - output00_mean_squared_error: 16.6223 - output01_mean_squared_error: 23.4611 - output02_mean_squared_error: 34.8228 - output03_mean_squared_error: 46.7570 - output04_mean_squared_error: 38.4385 - output05_mean_squared_error: 26.5112 - output06_mean_squared_error: 35.3714 - output07_mean_squared_error: 41.5664 - output08_mean_squared_error: 24.0006 - output09_mean_squared_error: 31.9748 - output10_mean_squared_error: 24.3342 - output11_mean_squared_error: 28.0824 - output12_mean_squared_error: 28.2638 - output13_mean_squared_error: 34.3461 - output14_mean_squared_error: 29.2511 - output15_mean_squared_error: 39.0474 - output16_mean_squared_error: 25.4793 - output17_mean_squared_error: 42.6721 - output18_mean_squared_error: 21.7389 - output19_mean_squared_error: 16.0275 - output20_mean_squared_error: 25.9634 - output21_mean_squared_error: 45.6685 - output22_mean_squared_error: 30.4410 - output23_mean_squared_error: 20.0935 - output24_mean_squared_error: 32.5953 - output25_mean_squared_error: 36.6584 - output26_mean_squared_error: 20.3124 - output27_mean_squared_error: 39.3248 - output28_mean_squared_error: 32.3319 - output29_mean_squared_error: 43.4564 Epoch 215/2000 121/121 [==============================] - 0s 1ms/step - loss: 934.5686 - output00_loss: 16.6010 - output01_loss: 23.4359 - output02_loss: 34.7847 - output03_loss: 46.7137 - output04_loss: 38.4214 - output05_loss: 26.4653 - output06_loss: 35.3472 - output07_loss: 41.5019 - output08_loss: 23.9625 - output09_loss: 31.9184 - output10_loss: 24.3077 - output11_loss: 28.0463 - output12_loss: 28.2212 - output13_loss: 34.3299 - output14_loss: 29.2210 - output15_loss: 39.0225 - output16_loss: 25.4517 - output17_loss: 42.5868 - output18_loss: 21.6996 - output19_loss: 16.0183 - output20_loss: 25.9334 - output21_loss: 45.6096 - output22_loss: 30.4112 - output23_loss: 20.0699 - output24_loss: 32.5516 - output25_loss: 36.6150 - output26_loss: 20.2853 - output27_loss: 39.2859 - output28_loss: 32.3146 - output29_loss: 43.4348 - output00_mean_squared_error: 16.6010 - output01_mean_squared_error: 23.4359 - output02_mean_squared_error: 34.7847 - output03_mean_squared_error: 46.7137 - output04_mean_squared_error: 38.4214 - output05_mean_squared_error: 26.4653 - output06_mean_squared_error: 35.3472 - output07_mean_squared_error: 41.5019 - output08_mean_squared_error: 23.9625 - output09_mean_squared_error: 31.9184 - output10_mean_squared_error: 24.3077 - output11_mean_squared_error: 28.0463 - output12_mean_squared_error: 28.2212 - output13_mean_squared_error: 34.3299 - output14_mean_squared_error: 29.2210 - output15_mean_squared_error: 39.0225 - output16_mean_squared_error: 25.4517 - output17_mean_squared_error: 42.5868 - output18_mean_squared_error: 21.6996 - output19_mean_squared_error: 16.0183 - output20_mean_squared_error: 25.9334 - output21_mean_squared_error: 45.6096 - output22_mean_squared_error: 30.4112 - output23_mean_squared_error: 20.0699 - output24_mean_squared_error: 32.5516 - output25_mean_squared_error: 36.6150 - output26_mean_squared_error: 20.2853 - output27_mean_squared_error: 39.2859 - output28_mean_squared_error: 32.3146 - output29_mean_squared_error: 43.4348 Epoch 216/2000 121/121 [==============================] - 0s 1ms/step - loss: 933.5264 - output00_loss: 16.5797 - output01_loss: 23.4107 - output02_loss: 34.7468 - output03_loss: 46.6706 - output04_loss: 38.4043 - output05_loss: 26.4197 - output06_loss: 35.3231 - output07_loss: 41.4377 - output08_loss: 23.9246 - output09_loss: 31.8623 - output10_loss: 24.2814 - output11_loss: 28.0104 - output12_loss: 28.1787 - output13_loss: 34.3138 - output14_loss: 29.1910 - output15_loss: 38.9976 - output16_loss: 25.4242 - output17_loss: 42.5018 - output18_loss: 21.6605 - output19_loss: 16.0091 - output20_loss: 25.9034 - output21_loss: 45.5508 - output22_loss: 30.3815 - output23_loss: 20.0464 - output24_loss: 32.5082 - output25_loss: 36.5718 - output26_loss: 20.2583 - output27_loss: 39.2472 - output28_loss: 32.2974 - output29_loss: 43.4133 - output00_mean_squared_error: 16.5797 - output01_mean_squared_error: 23.4107 - output02_mean_squared_error: 34.7468 - output03_mean_squared_error: 46.6706 - output04_mean_squared_error: 38.4043 - output05_mean_squared_error: 26.4197 - output06_mean_squared_error: 35.3231 - output07_mean_squared_error: 41.4377 - output08_mean_squared_error: 23.9246 - output09_mean_squared_error: 31.8623 - output10_mean_squared_error: 24.2814 - output11_mean_squared_error: 28.0104 - output12_mean_squared_error: 28.1787 - output13_mean_squared_error: 34.3138 - output14_mean_squared_error: 29.1910 - output15_mean_squared_error: 38.9976 - output16_mean_squared_error: 25.4242 - output17_mean_squared_error: 42.5018 - output18_mean_squared_error: 21.6605 - output19_mean_squared_error: 16.0091 - output20_mean_squared_error: 25.9034 - output21_mean_squared_error: 45.5508 - output22_mean_squared_error: 30.3815 - output23_mean_squared_error: 20.0464 - output24_mean_squared_error: 32.5082 - output25_mean_squared_error: 36.5718 - output26_mean_squared_error: 20.2583 - output27_mean_squared_error: 39.2472 - output28_mean_squared_error: 32.2974 - output29_mean_squared_error: 43.4133 Epoch 217/2000 121/121 [==============================] - 0s 507us/step - loss: 932.4881 - output00_loss: 16.5586 - output01_loss: 23.3856 - output02_loss: 34.7089 - output03_loss: 46.6276 - output04_loss: 38.3872 - output05_loss: 26.3744 - output06_loss: 35.2989 - output07_loss: 41.3737 - output08_loss: 23.8868 - output09_loss: 31.8064 - output10_loss: 24.2553 - output11_loss: 27.9746 - output12_loss: 28.1364 - output13_loss: 34.2976 - output14_loss: 29.1611 - output15_loss: 38.9728 - output16_loss: 25.3970 - output17_loss: 42.4172 - output18_loss: 21.6216 - output19_loss: 16.0000 - output20_loss: 25.8735 - output21_loss: 45.4922 - output22_loss: 30.3520 - output23_loss: 20.0231 - output24_loss: 32.4649 - output25_loss: 36.5289 - output26_loss: 20.2316 - output27_loss: 39.2086 - output28_loss: 32.2801 - output29_loss: 43.3917 - output00_mean_squared_error: 16.5586 - output01_mean_squared_error: 23.3856 - output02_mean_squared_error: 34.7089 - output03_mean_squared_error: 46.6276 - output04_mean_squared_error: 38.3872 - output05_mean_squared_error: 26.3744 - output06_mean_squared_error: 35.2989 - output07_mean_squared_error: 41.3737 - output08_mean_squared_error: 23.8868 - output09_mean_squared_error: 31.8064 - output10_mean_squared_error: 24.2553 - output11_mean_squared_error: 27.9746 - output12_mean_squared_error: 28.1364 - output13_mean_squared_error: 34.2976 - output14_mean_squared_error: 29.1611 - output15_mean_squared_error: 38.9728 - output16_mean_squared_error: 25.3970 - output17_mean_squared_error: 42.4172 - output18_mean_squared_error: 21.6216 - output19_mean_squared_error: 16.0000 - output20_mean_squared_error: 25.8735 - output21_mean_squared_error: 45.4922 - output22_mean_squared_error: 30.3520 - output23_mean_squared_error: 20.0231 - output24_mean_squared_error: 32.4649 - output25_mean_squared_error: 36.5289 - output26_mean_squared_error: 20.2316 - output27_mean_squared_error: 39.2086 - output28_mean_squared_error: 32.2801 - output29_mean_squared_error: 43.3917 Epoch 218/2000 121/121 [==============================] - 0s 1ms/step - loss: 931.4536 - output00_loss: 16.5376 - output01_loss: 23.3604 - output02_loss: 34.6712 - output03_loss: 46.5847 - output04_loss: 38.3700 - output05_loss: 26.3294 - output06_loss: 35.2747 - output07_loss: 41.3098 - output08_loss: 23.8493 - output09_loss: 31.7508 - output10_loss: 24.2293 - output11_loss: 27.9390 - output12_loss: 28.0943 - output13_loss: 34.2815 - output14_loss: 29.1313 - output15_loss: 38.9480 - output16_loss: 25.3698 - output17_loss: 42.3328 - output18_loss: 21.5828 - output19_loss: 15.9910 - output20_loss: 25.8436 - output21_loss: 45.4338 - output22_loss: 30.3225 - output23_loss: 19.9998 - output24_loss: 32.4218 - output25_loss: 36.4861 - output26_loss: 20.2049 - output27_loss: 39.1702 - output28_loss: 32.2629 - output29_loss: 43.3701 - output00_mean_squared_error: 16.5376 - output01_mean_squared_error: 23.3604 - output02_mean_squared_error: 34.6712 - output03_mean_squared_error: 46.5847 - output04_mean_squared_error: 38.3700 - output05_mean_squared_error: 26.3294 - output06_mean_squared_error: 35.2747 - output07_mean_squared_error: 41.3098 - output08_mean_squared_error: 23.8493 - output09_mean_squared_error: 31.7508 - output10_mean_squared_error: 24.2293 - output11_mean_squared_error: 27.9390 - output12_mean_squared_error: 28.0943 - output13_mean_squared_error: 34.2815 - output14_mean_squared_error: 29.1313 - output15_mean_squared_error: 38.9480 - output16_mean_squared_error: 25.3698 - output17_mean_squared_error: 42.3328 - output18_mean_squared_error: 21.5828 - output19_mean_squared_error: 15.9910 - output20_mean_squared_error: 25.8436 - output21_mean_squared_error: 45.4338 - output22_mean_squared_error: 30.3225 - output23_mean_squared_error: 19.9998 - output24_mean_squared_error: 32.4218 - output25_mean_squared_error: 36.4861 - output26_mean_squared_error: 20.2049 - output27_mean_squared_error: 39.1702 - output28_mean_squared_error: 32.2629 - output29_mean_squared_error: 43.3701 Epoch 219/2000 121/121 [==============================] - 0s 1ms/step - loss: 930.4230 - output00_loss: 16.5167 - output01_loss: 23.3354 - output02_loss: 34.6335 - output03_loss: 46.5420 - output04_loss: 38.3529 - output05_loss: 26.2847 - output06_loss: 35.2505 - output07_loss: 41.2462 - output08_loss: 23.8120 - output09_loss: 31.6954 - output10_loss: 24.2036 - output11_loss: 27.9035 - output12_loss: 28.0523 - output13_loss: 34.2654 - output14_loss: 29.1016 - output15_loss: 38.9232 - output16_loss: 25.3429 - output17_loss: 42.2488 - output18_loss: 21.5443 - output19_loss: 15.9820 - output20_loss: 25.8137 - output21_loss: 45.3757 - output22_loss: 30.2931 - output23_loss: 19.9767 - output24_loss: 32.3789 - output25_loss: 36.4436 - output26_loss: 20.1784 - output27_loss: 39.1319 - output28_loss: 32.2457 - output29_loss: 43.3485 - output00_mean_squared_error: 16.5167 - output01_mean_squared_error: 23.3354 - output02_mean_squared_error: 34.6335 - output03_mean_squared_error: 46.5420 - output04_mean_squared_error: 38.3529 - output05_mean_squared_error: 26.2847 - output06_mean_squared_error: 35.2505 - output07_mean_squared_error: 41.2462 - output08_mean_squared_error: 23.8120 - output09_mean_squared_error: 31.6954 - output10_mean_squared_error: 24.2036 - output11_mean_squared_error: 27.9035 - output12_mean_squared_error: 28.0523 - output13_mean_squared_error: 34.2654 - output14_mean_squared_error: 29.1016 - output15_mean_squared_error: 38.9232 - output16_mean_squared_error: 25.3429 - output17_mean_squared_error: 42.2488 - output18_mean_squared_error: 21.5443 - output19_mean_squared_error: 15.9820 - output20_mean_squared_error: 25.8137 - output21_mean_squared_error: 45.3757 - output22_mean_squared_error: 30.2931 - output23_mean_squared_error: 19.9767 - output24_mean_squared_error: 32.3789 - output25_mean_squared_error: 36.4436 - output26_mean_squared_error: 20.1784 - output27_mean_squared_error: 39.1319 - output28_mean_squared_error: 32.2457 - output29_mean_squared_error: 43.3485 Epoch 220/2000 121/121 [==============================] - 0s 1ms/step - loss: 929.3959 - output00_loss: 16.4960 - output01_loss: 23.3104 - output02_loss: 34.5958 - output03_loss: 46.4993 - output04_loss: 38.3358 - output05_loss: 26.2403 - output06_loss: 35.2263 - output07_loss: 41.1828 - output08_loss: 23.7748 - output09_loss: 31.6402 - output10_loss: 24.1780 - output11_loss: 27.8683 - output12_loss: 28.0104 - output13_loss: 34.2493 - output14_loss: 29.0720 - output15_loss: 38.8985 - output16_loss: 25.3161 - output17_loss: 42.1650 - output18_loss: 21.5059 - output19_loss: 15.9731 - output20_loss: 25.7838 - output21_loss: 45.3177 - output22_loss: 30.2638 - output23_loss: 19.9537 - output24_loss: 32.3362 - output25_loss: 36.4014 - output26_loss: 20.1521 - output27_loss: 39.0938 - output28_loss: 32.2284 - output29_loss: 43.3269 - output00_mean_squared_error: 16.4960 - output01_mean_squared_error: 23.3104 - output02_mean_squared_error: 34.5958 - output03_mean_squared_error: 46.4993 - output04_mean_squared_error: 38.3358 - output05_mean_squared_error: 26.2403 - output06_mean_squared_error: 35.2263 - output07_mean_squared_error: 41.1828 - output08_mean_squared_error: 23.7748 - output09_mean_squared_error: 31.6402 - output10_mean_squared_error: 24.1780 - output11_mean_squared_error: 27.8683 - output12_mean_squared_error: 28.0104 - output13_mean_squared_error: 34.2493 - output14_mean_squared_error: 29.0720 - output15_mean_squared_error: 38.8985 - output16_mean_squared_error: 25.3161 - output17_mean_squared_error: 42.1650 - output18_mean_squared_error: 21.5059 - output19_mean_squared_error: 15.9731 - output20_mean_squared_error: 25.7838 - output21_mean_squared_error: 45.3177 - output22_mean_squared_error: 30.2638 - output23_mean_squared_error: 19.9537 - output24_mean_squared_error: 32.3362 - output25_mean_squared_error: 36.4014 - output26_mean_squared_error: 20.1521 - output27_mean_squared_error: 39.0938 - output28_mean_squared_error: 32.2284 - output29_mean_squared_error: 43.3269 Epoch 221/2000 121/121 [==============================] - 0s 1ms/step - loss: 928.3731 - output00_loss: 16.4754 - output01_loss: 23.2854 - output02_loss: 34.5583 - output03_loss: 46.4569 - output04_loss: 38.3187 - output05_loss: 26.1961 - output06_loss: 35.2021 - output07_loss: 41.1195 - output08_loss: 23.7379 - output09_loss: 31.5852 - output10_loss: 24.1526 - output11_loss: 27.8332 - output12_loss: 27.9687 - output13_loss: 34.2332 - output14_loss: 29.0425 - output15_loss: 38.8738 - output16_loss: 25.2895 - output17_loss: 42.0816 - output18_loss: 21.4678 - output19_loss: 15.9643 - output20_loss: 25.7540 - output21_loss: 45.2599 - output22_loss: 30.2346 - output23_loss: 19.9308 - output24_loss: 32.2936 - output25_loss: 36.3594 - output26_loss: 20.1258 - output27_loss: 39.0558 - output28_loss: 32.2112 - output29_loss: 43.3052 - output00_mean_squared_error: 16.4754 - output01_mean_squared_error: 23.2854 - output02_mean_squared_error: 34.5583 - output03_mean_squared_error: 46.4569 - output04_mean_squared_error: 38.3187 - output05_mean_squared_error: 26.1961 - output06_mean_squared_error: 35.2021 - output07_mean_squared_error: 41.1195 - output08_mean_squared_error: 23.7379 - output09_mean_squared_error: 31.5852 - output10_mean_squared_error: 24.1526 - output11_mean_squared_error: 27.8332 - output12_mean_squared_error: 27.9687 - output13_mean_squared_error: 34.2332 - output14_mean_squared_error: 29.0425 - output15_mean_squared_error: 38.8738 - output16_mean_squared_error: 25.2895 - output17_mean_squared_error: 42.0816 - output18_mean_squared_error: 21.4678 - output19_mean_squared_error: 15.9643 - output20_mean_squared_error: 25.7540 - output21_mean_squared_error: 45.2599 - output22_mean_squared_error: 30.2346 - output23_mean_squared_error: 19.9308 - output24_mean_squared_error: 32.2936 - output25_mean_squared_error: 36.3594 - output26_mean_squared_error: 20.1258 - output27_mean_squared_error: 39.0558 - output28_mean_squared_error: 32.2112 - output29_mean_squared_error: 43.3052 Epoch 222/2000 121/121 [==============================] - 0s 1ms/step - loss: 927.3537 - output00_loss: 16.4549 - output01_loss: 23.2604 - output02_loss: 34.5209 - output03_loss: 46.4145 - output04_loss: 38.3016 - output05_loss: 26.1523 - output06_loss: 35.1779 - output07_loss: 41.0565 - output08_loss: 23.7011 - output09_loss: 31.5305 - output10_loss: 24.1274 - output11_loss: 27.7983 - output12_loss: 27.9272 - output13_loss: 34.2171 - output14_loss: 29.0131 - output15_loss: 38.8491 - output16_loss: 25.2630 - output17_loss: 41.9985 - output18_loss: 21.4298 - output19_loss: 15.9555 - output20_loss: 25.7242 - output21_loss: 45.2023 - output22_loss: 30.2056 - output23_loss: 19.9081 - output24_loss: 32.2513 - output25_loss: 36.3176 - output26_loss: 20.0997 - output27_loss: 39.0179 - output28_loss: 32.1939 - output29_loss: 43.2836 - output00_mean_squared_error: 16.4549 - output01_mean_squared_error: 23.2604 - output02_mean_squared_error: 34.5209 - output03_mean_squared_error: 46.4145 - output04_mean_squared_error: 38.3016 - output05_mean_squared_error: 26.1523 - output06_mean_squared_error: 35.1779 - output07_mean_squared_error: 41.0565 - output08_mean_squared_error: 23.7011 - output09_mean_squared_error: 31.5305 - output10_mean_squared_error: 24.1274 - output11_mean_squared_error: 27.7983 - output12_mean_squared_error: 27.9272 - output13_mean_squared_error: 34.2171 - output14_mean_squared_error: 29.0131 - output15_mean_squared_error: 38.8491 - output16_mean_squared_error: 25.2630 - output17_mean_squared_error: 41.9985 - output18_mean_squared_error: 21.4298 - output19_mean_squared_error: 15.9555 - output20_mean_squared_error: 25.7242 - output21_mean_squared_error: 45.2023 - output22_mean_squared_error: 30.2056 - output23_mean_squared_error: 19.9081 - output24_mean_squared_error: 32.2513 - output25_mean_squared_error: 36.3176 - output26_mean_squared_error: 20.0997 - output27_mean_squared_error: 39.0179 - output28_mean_squared_error: 32.1939 - output29_mean_squared_error: 43.2836 Epoch 223/2000 121/121 [==============================] - 0s 1ms/step - loss: 926.3380 - output00_loss: 16.4345 - output01_loss: 23.2355 - output02_loss: 34.4835 - output03_loss: 46.3723 - output04_loss: 38.2844 - output05_loss: 26.1087 - output06_loss: 35.1537 - output07_loss: 40.9937 - output08_loss: 23.6645 - output09_loss: 31.4761 - output10_loss: 24.1024 - output11_loss: 27.7635 - output12_loss: 27.8858 - output13_loss: 34.2010 - output14_loss: 28.9839 - output15_loss: 38.8245 - output16_loss: 25.2367 - output17_loss: 41.9157 - output18_loss: 21.3920 - output19_loss: 15.9467 - output20_loss: 25.6945 - output21_loss: 45.1449 - output22_loss: 30.1766 - output23_loss: 19.8854 - output24_loss: 32.2091 - output25_loss: 36.2760 - output26_loss: 20.0738 - output27_loss: 38.9802 - output28_loss: 32.1766 - output29_loss: 43.2619 - output00_mean_squared_error: 16.4345 - output01_mean_squared_error: 23.2355 - output02_mean_squared_error: 34.4835 - output03_mean_squared_error: 46.3723 - output04_mean_squared_error: 38.2844 - output05_mean_squared_error: 26.1087 - output06_mean_squared_error: 35.1537 - output07_mean_squared_error: 40.9937 - output08_mean_squared_error: 23.6645 - output09_mean_squared_error: 31.4761 - output10_mean_squared_error: 24.1024 - output11_mean_squared_error: 27.7635 - output12_mean_squared_error: 27.8858 - output13_mean_squared_error: 34.2010 - output14_mean_squared_error: 28.9839 - output15_mean_squared_error: 38.8245 - output16_mean_squared_error: 25.2367 - output17_mean_squared_error: 41.9157 - output18_mean_squared_error: 21.3920 - output19_mean_squared_error: 15.9467 - output20_mean_squared_error: 25.6945 - output21_mean_squared_error: 45.1449 - output22_mean_squared_error: 30.1766 - output23_mean_squared_error: 19.8854 - output24_mean_squared_error: 32.2091 - output25_mean_squared_error: 36.2760 - output26_mean_squared_error: 20.0738 - output27_mean_squared_error: 38.9802 - output28_mean_squared_error: 32.1766 - output29_mean_squared_error: 43.2619 Epoch 224/2000 121/121 [==============================] - 0s 1ms/step - loss: 925.3260 - output00_loss: 16.4143 - output01_loss: 23.2107 - output02_loss: 34.4462 - output03_loss: 46.3302 - output04_loss: 38.2673 - output05_loss: 26.0653 - output06_loss: 35.1295 - output07_loss: 40.9310 - output08_loss: 23.6281 - output09_loss: 31.4218 - output10_loss: 24.0775 - output11_loss: 27.7289 - output12_loss: 27.8446 - output13_loss: 34.1849 - output14_loss: 28.9547 - output15_loss: 38.7999 - output16_loss: 25.2105 - output17_loss: 41.8333 - output18_loss: 21.3544 - output19_loss: 15.9381 - output20_loss: 25.6647 - output21_loss: 45.0877 - output22_loss: 30.1477 - output23_loss: 19.8629 - output24_loss: 32.1671 - output25_loss: 36.2347 - output26_loss: 20.0480 - output27_loss: 38.9426 - output28_loss: 32.1594 - output29_loss: 43.2402 - output00_mean_squared_error: 16.4143 - output01_mean_squared_error: 23.2107 - output02_mean_squared_error: 34.4462 - output03_mean_squared_error: 46.3302 - output04_mean_squared_error: 38.2673 - output05_mean_squared_error: 26.0653 - output06_mean_squared_error: 35.1295 - output07_mean_squared_error: 40.9310 - output08_mean_squared_error: 23.6281 - output09_mean_squared_error: 31.4218 - output10_mean_squared_error: 24.0775 - output11_mean_squared_error: 27.7289 - output12_mean_squared_error: 27.8446 - output13_mean_squared_error: 34.1849 - output14_mean_squared_error: 28.9547 - output15_mean_squared_error: 38.7999 - output16_mean_squared_error: 25.2105 - output17_mean_squared_error: 41.8333 - output18_mean_squared_error: 21.3544 - output19_mean_squared_error: 15.9381 - output20_mean_squared_error: 25.6647 - output21_mean_squared_error: 45.0877 - output22_mean_squared_error: 30.1477 - output23_mean_squared_error: 19.8629 - output24_mean_squared_error: 32.1671 - output25_mean_squared_error: 36.2347 - output26_mean_squared_error: 20.0480 - output27_mean_squared_error: 38.9426 - output28_mean_squared_error: 32.1594 - output29_mean_squared_error: 43.2402 Epoch 225/2000 121/121 [==============================] - 0s 1ms/step - loss: 924.3181 - output00_loss: 16.3941 - output01_loss: 23.1859 - output02_loss: 34.4090 - output03_loss: 46.2882 - output04_loss: 38.2501 - output05_loss: 26.0223 - output06_loss: 35.1052 - output07_loss: 40.8686 - output08_loss: 23.5919 - output09_loss: 31.3678 - output10_loss: 24.0528 - output11_loss: 27.6945 - output12_loss: 27.8035 - output13_loss: 34.1688 - output14_loss: 28.9256 - output15_loss: 38.7754 - output16_loss: 25.1845 - output17_loss: 41.7511 - output18_loss: 21.3170 - output19_loss: 15.9294 - output20_loss: 25.6350 - output21_loss: 45.0307 - output22_loss: 30.1190 - output23_loss: 19.8405 - output24_loss: 32.1253 - output25_loss: 36.1935 - output26_loss: 20.0223 - output27_loss: 38.9052 - output28_loss: 32.1421 - output29_loss: 43.2185 - output00_mean_squared_error: 16.3941 - output01_mean_squared_error: 23.1859 - output02_mean_squared_error: 34.4090 - output03_mean_squared_error: 46.2882 - output04_mean_squared_error: 38.2501 - output05_mean_squared_error: 26.0223 - output06_mean_squared_error: 35.1052 - output07_mean_squared_error: 40.8686 - output08_mean_squared_error: 23.5919 - output09_mean_squared_error: 31.3678 - output10_mean_squared_error: 24.0528 - output11_mean_squared_error: 27.6945 - output12_mean_squared_error: 27.8035 - output13_mean_squared_error: 34.1688 - output14_mean_squared_error: 28.9256 - output15_mean_squared_error: 38.7754 - output16_mean_squared_error: 25.1845 - output17_mean_squared_error: 41.7511 - output18_mean_squared_error: 21.3170 - output19_mean_squared_error: 15.9294 - output20_mean_squared_error: 25.6350 - output21_mean_squared_error: 45.0307 - output22_mean_squared_error: 30.1190 - output23_mean_squared_error: 19.8405 - output24_mean_squared_error: 32.1253 - output25_mean_squared_error: 36.1935 - output26_mean_squared_error: 20.0223 - output27_mean_squared_error: 38.9052 - output28_mean_squared_error: 32.1421 - output29_mean_squared_error: 43.2185 Epoch 226/2000 121/121 [==============================] - 0s 697us/step - loss: 923.3134 - output00_loss: 16.3741 - output01_loss: 23.1611 - output02_loss: 34.3719 - output03_loss: 46.2464 - output04_loss: 38.2330 - output05_loss: 25.9795 - output06_loss: 35.0810 - output07_loss: 40.8063 - output08_loss: 23.5558 - output09_loss: 31.3140 - output10_loss: 24.0283 - output11_loss: 27.6602 - output12_loss: 27.7626 - output13_loss: 34.1527 - output14_loss: 28.8966 - output15_loss: 38.7509 - output16_loss: 25.1586 - output17_loss: 41.6692 - output18_loss: 21.2797 - output19_loss: 15.9208 - output20_loss: 25.6054 - output21_loss: 44.9739 - output22_loss: 30.0903 - output23_loss: 19.8181 - output24_loss: 32.0837 - output25_loss: 36.1526 - output26_loss: 19.9968 - output27_loss: 38.8679 - output28_loss: 32.1249 - output29_loss: 43.1968 - output00_mean_squared_error: 16.3741 - output01_mean_squared_error: 23.1611 - output02_mean_squared_error: 34.3719 - output03_mean_squared_error: 46.2464 - output04_mean_squared_error: 38.2330 - output05_mean_squared_error: 25.9795 - output06_mean_squared_error: 35.0810 - output07_mean_squared_error: 40.8063 - output08_mean_squared_error: 23.5558 - output09_mean_squared_error: 31.3140 - output10_mean_squared_error: 24.0283 - output11_mean_squared_error: 27.6602 - output12_mean_squared_error: 27.7626 - output13_mean_squared_error: 34.1527 - output14_mean_squared_error: 28.8966 - output15_mean_squared_error: 38.7509 - output16_mean_squared_error: 25.1586 - output17_mean_squared_error: 41.6692 - output18_mean_squared_error: 21.2797 - output19_mean_squared_error: 15.9208 - output20_mean_squared_error: 25.6054 - output21_mean_squared_error: 44.9739 - output22_mean_squared_error: 30.0903 - output23_mean_squared_error: 19.8181 - output24_mean_squared_error: 32.0837 - output25_mean_squared_error: 36.1526 - output26_mean_squared_error: 19.9968 - output27_mean_squared_error: 38.8679 - output28_mean_squared_error: 32.1249 - output29_mean_squared_error: 43.1968 Epoch 227/2000 121/121 [==============================] - 0s 2ms/step - loss: 922.3126 - output00_loss: 16.3543 - output01_loss: 23.1364 - output02_loss: 34.3349 - output03_loss: 46.2046 - output04_loss: 38.2158 - output05_loss: 25.9370 - output06_loss: 35.0567 - output07_loss: 40.7443 - output08_loss: 23.5200 - output09_loss: 31.2605 - output10_loss: 24.0039 - output11_loss: 27.6261 - output12_loss: 27.7218 - output13_loss: 34.1367 - output14_loss: 28.8677 - output15_loss: 38.7265 - output16_loss: 25.1329 - output17_loss: 41.5877 - output18_loss: 21.2427 - output19_loss: 15.9123 - output20_loss: 25.5757 - output21_loss: 44.9173 - output22_loss: 30.0617 - output23_loss: 19.7959 - output24_loss: 32.0423 - output25_loss: 36.1120 - output26_loss: 19.9714 - output27_loss: 38.8308 - output28_loss: 32.1076 - output29_loss: 43.1751 - output00_mean_squared_error: 16.3543 - output01_mean_squared_error: 23.1364 - output02_mean_squared_error: 34.3349 - output03_mean_squared_error: 46.2046 - output04_mean_squared_error: 38.2158 - output05_mean_squared_error: 25.9370 - output06_mean_squared_error: 35.0567 - output07_mean_squared_error: 40.7443 - output08_mean_squared_error: 23.5200 - output09_mean_squared_error: 31.2605 - output10_mean_squared_error: 24.0039 - output11_mean_squared_error: 27.6261 - output12_mean_squared_error: 27.7218 - output13_mean_squared_error: 34.1367 - output14_mean_squared_error: 28.8677 - output15_mean_squared_error: 38.7265 - output16_mean_squared_error: 25.1329 - output17_mean_squared_error: 41.5877 - output18_mean_squared_error: 21.2427 - output19_mean_squared_error: 15.9123 - output20_mean_squared_error: 25.5757 - output21_mean_squared_error: 44.9173 - output22_mean_squared_error: 30.0617 - output23_mean_squared_error: 19.7959 - output24_mean_squared_error: 32.0423 - output25_mean_squared_error: 36.1120 - output26_mean_squared_error: 19.9714 - output27_mean_squared_error: 38.8308 - output28_mean_squared_error: 32.1076 - output29_mean_squared_error: 43.1751 Epoch 228/2000 121/121 [==============================] - 0s 569us/step - loss: 921.3154 - output00_loss: 16.3345 - output01_loss: 23.1118 - output02_loss: 34.2980 - output03_loss: 46.1630 - output04_loss: 38.1987 - output05_loss: 25.8947 - output06_loss: 35.0324 - output07_loss: 40.6825 - output08_loss: 23.4843 - output09_loss: 31.2071 - output10_loss: 23.9797 - output11_loss: 27.5922 - output12_loss: 27.6812 - output13_loss: 34.1206 - output14_loss: 28.8389 - output15_loss: 38.7021 - output16_loss: 25.1074 - output17_loss: 41.5065 - output18_loss: 21.2058 - output19_loss: 15.9038 - output20_loss: 25.5461 - output21_loss: 44.8608 - output22_loss: 30.0333 - output23_loss: 19.7739 - output24_loss: 32.0011 - output25_loss: 36.0715 - output26_loss: 19.9461 - output27_loss: 38.7938 - output28_loss: 32.0903 - output29_loss: 43.1534 - output00_mean_squared_error: 16.3345 - output01_mean_squared_error: 23.1118 - output02_mean_squared_error: 34.2980 - output03_mean_squared_error: 46.1630 - output04_mean_squared_error: 38.1987 - output05_mean_squared_error: 25.8947 - output06_mean_squared_error: 35.0324 - output07_mean_squared_error: 40.6825 - output08_mean_squared_error: 23.4843 - output09_mean_squared_error: 31.2071 - output10_mean_squared_error: 23.9797 - output11_mean_squared_error: 27.5922 - output12_mean_squared_error: 27.6812 - output13_mean_squared_error: 34.1206 - output14_mean_squared_error: 28.8389 - output15_mean_squared_error: 38.7021 - output16_mean_squared_error: 25.1074 - output17_mean_squared_error: 41.5065 - output18_mean_squared_error: 21.2058 - output19_mean_squared_error: 15.9038 - output20_mean_squared_error: 25.5461 - output21_mean_squared_error: 44.8608 - output22_mean_squared_error: 30.0333 - output23_mean_squared_error: 19.7739 - output24_mean_squared_error: 32.0011 - output25_mean_squared_error: 36.0715 - output26_mean_squared_error: 19.9461 - output27_mean_squared_error: 38.7938 - output28_mean_squared_error: 32.0903 - output29_mean_squared_error: 43.1534 Epoch 229/2000 121/121 [==============================] - 0s 1ms/step - loss: 920.3218 - output00_loss: 16.3148 - output01_loss: 23.0872 - output02_loss: 34.2611 - output03_loss: 46.1216 - output04_loss: 38.1815 - output05_loss: 25.8527 - output06_loss: 35.0081 - output07_loss: 40.6208 - output08_loss: 23.4488 - output09_loss: 31.1541 - output10_loss: 23.9557 - output11_loss: 27.5584 - output12_loss: 27.6407 - output13_loss: 34.1046 - output14_loss: 28.8103 - output15_loss: 38.6777 - output16_loss: 25.0820 - output17_loss: 41.4255 - output18_loss: 21.1691 - output19_loss: 15.8953 - output20_loss: 25.5166 - output21_loss: 44.8046 - output22_loss: 30.0049 - output23_loss: 19.7519 - output24_loss: 31.9600 - output25_loss: 36.0313 - output26_loss: 19.9210 - output27_loss: 38.7569 - output28_loss: 32.0731 - output29_loss: 43.1316 - output00_mean_squared_error: 16.3148 - output01_mean_squared_error: 23.0872 - output02_mean_squared_error: 34.2611 - output03_mean_squared_error: 46.1216 - output04_mean_squared_error: 38.1815 - output05_mean_squared_error: 25.8527 - output06_mean_squared_error: 35.0081 - output07_mean_squared_error: 40.6208 - output08_mean_squared_error: 23.4488 - output09_mean_squared_error: 31.1541 - output10_mean_squared_error: 23.9557 - output11_mean_squared_error: 27.5584 - output12_mean_squared_error: 27.6407 - output13_mean_squared_error: 34.1046 - output14_mean_squared_error: 28.8103 - output15_mean_squared_error: 38.6777 - output16_mean_squared_error: 25.0820 - output17_mean_squared_error: 41.4255 - output18_mean_squared_error: 21.1691 - output19_mean_squared_error: 15.8953 - output20_mean_squared_error: 25.5166 - output21_mean_squared_error: 44.8046 - output22_mean_squared_error: 30.0049 - output23_mean_squared_error: 19.7519 - output24_mean_squared_error: 31.9600 - output25_mean_squared_error: 36.0313 - output26_mean_squared_error: 19.9210 - output27_mean_squared_error: 38.7569 - output28_mean_squared_error: 32.0731 - output29_mean_squared_error: 43.1316 Epoch 230/2000 121/121 [==============================] - 0s 1ms/step - loss: 919.3317 - output00_loss: 16.2953 - output01_loss: 23.0626 - output02_loss: 34.2243 - output03_loss: 46.0802 - output04_loss: 38.1644 - output05_loss: 25.8110 - output06_loss: 34.9839 - output07_loss: 40.5594 - output08_loss: 23.4134 - output09_loss: 31.1012 - output10_loss: 23.9318 - output11_loss: 27.5248 - output12_loss: 27.6003 - output13_loss: 34.0886 - output14_loss: 28.7817 - output15_loss: 38.6533 - output16_loss: 25.0568 - output17_loss: 41.3449 - output18_loss: 21.1326 - output19_loss: 15.8868 - output20_loss: 25.4870 - output21_loss: 44.7486 - output22_loss: 29.9766 - output23_loss: 19.7300 - output24_loss: 31.9191 - output25_loss: 35.9913 - output26_loss: 19.8960 - output27_loss: 38.7202 - output28_loss: 32.0558 - output29_loss: 43.1099 - output00_mean_squared_error: 16.2953 - output01_mean_squared_error: 23.0626 - output02_mean_squared_error: 34.2243 - output03_mean_squared_error: 46.0802 - output04_mean_squared_error: 38.1644 - output05_mean_squared_error: 25.8110 - output06_mean_squared_error: 34.9839 - output07_mean_squared_error: 40.5594 - output08_mean_squared_error: 23.4134 - output09_mean_squared_error: 31.1012 - output10_mean_squared_error: 23.9318 - output11_mean_squared_error: 27.5248 - output12_mean_squared_error: 27.6003 - output13_mean_squared_error: 34.0886 - output14_mean_squared_error: 28.7817 - output15_mean_squared_error: 38.6533 - output16_mean_squared_error: 25.0568 - output17_mean_squared_error: 41.3449 - output18_mean_squared_error: 21.1326 - output19_mean_squared_error: 15.8868 - output20_mean_squared_error: 25.4870 - output21_mean_squared_error: 44.7486 - output22_mean_squared_error: 29.9766 - output23_mean_squared_error: 19.7300 - output24_mean_squared_error: 31.9191 - output25_mean_squared_error: 35.9913 - output26_mean_squared_error: 19.8960 - output27_mean_squared_error: 38.7202 - output28_mean_squared_error: 32.0558 - output29_mean_squared_error: 43.1099 Epoch 231/2000 121/121 [==============================] - 0s 1ms/step - loss: 918.3456 - output00_loss: 16.2759 - output01_loss: 23.0381 - output02_loss: 34.1877 - output03_loss: 46.0390 - output04_loss: 38.1472 - output05_loss: 25.7696 - output06_loss: 34.9596 - output07_loss: 40.4981 - output08_loss: 23.3783 - output09_loss: 31.0485 - output10_loss: 23.9081 - output11_loss: 27.4914 - output12_loss: 27.5602 - output13_loss: 34.0725 - output14_loss: 28.7532 - output15_loss: 38.6291 - output16_loss: 25.0317 - output17_loss: 41.2646 - output18_loss: 21.0963 - output19_loss: 15.8784 - output20_loss: 25.4575 - output21_loss: 44.6927 - output22_loss: 29.9485 - output23_loss: 19.7083 - output24_loss: 31.8784 - output25_loss: 35.9515 - output26_loss: 19.8711 - output27_loss: 38.6836 - output28_loss: 32.0385 - output29_loss: 43.0881 - output00_mean_squared_error: 16.2759 - output01_mean_squared_error: 23.0381 - output02_mean_squared_error: 34.1877 - output03_mean_squared_error: 46.0390 - output04_mean_squared_error: 38.1472 - output05_mean_squared_error: 25.7696 - output06_mean_squared_error: 34.9596 - output07_mean_squared_error: 40.4981 - output08_mean_squared_error: 23.3783 - output09_mean_squared_error: 31.0485 - output10_mean_squared_error: 23.9081 - output11_mean_squared_error: 27.4914 - output12_mean_squared_error: 27.5602 - output13_mean_squared_error: 34.0725 - output14_mean_squared_error: 28.7532 - output15_mean_squared_error: 38.6291 - output16_mean_squared_error: 25.0317 - output17_mean_squared_error: 41.2646 - output18_mean_squared_error: 21.0963 - output19_mean_squared_error: 15.8784 - output20_mean_squared_error: 25.4575 - output21_mean_squared_error: 44.6927 - output22_mean_squared_error: 29.9485 - output23_mean_squared_error: 19.7083 - output24_mean_squared_error: 31.8784 - output25_mean_squared_error: 35.9515 - output26_mean_squared_error: 19.8711 - output27_mean_squared_error: 38.6836 - output28_mean_squared_error: 32.0385 - output29_mean_squared_error: 43.0881 Epoch 232/2000 121/121 [==============================] - 0s 1ms/step - loss: 917.3629 - output00_loss: 16.2566 - output01_loss: 23.0136 - output02_loss: 34.1511 - output03_loss: 45.9979 - output04_loss: 38.1300 - output05_loss: 25.7284 - output06_loss: 34.9353 - output07_loss: 40.4371 - output08_loss: 23.3433 - output09_loss: 30.9961 - output10_loss: 23.8846 - output11_loss: 27.4581 - output12_loss: 27.5201 - output13_loss: 34.0565 - output14_loss: 28.7248 - output15_loss: 38.6048 - output16_loss: 25.0067 - output17_loss: 41.1846 - output18_loss: 21.0601 - output19_loss: 15.8700 - output20_loss: 25.4280 - output21_loss: 44.6371 - output22_loss: 29.9204 - output23_loss: 19.6866 - output24_loss: 31.8378 - output25_loss: 35.9119 - output26_loss: 19.8464 - output27_loss: 38.6472 - output28_loss: 32.0213 - output29_loss: 43.0663 - output00_mean_squared_error: 16.2566 - output01_mean_squared_error: 23.0136 - output02_mean_squared_error: 34.1511 - output03_mean_squared_error: 45.9979 - output04_mean_squared_error: 38.1300 - output05_mean_squared_error: 25.7284 - output06_mean_squared_error: 34.9353 - output07_mean_squared_error: 40.4371 - output08_mean_squared_error: 23.3433 - output09_mean_squared_error: 30.9961 - output10_mean_squared_error: 23.8846 - output11_mean_squared_error: 27.4581 - output12_mean_squared_error: 27.5201 - output13_mean_squared_error: 34.0565 - output14_mean_squared_error: 28.7248 - output15_mean_squared_error: 38.6048 - output16_mean_squared_error: 25.0067 - output17_mean_squared_error: 41.1846 - output18_mean_squared_error: 21.0601 - output19_mean_squared_error: 15.8700 - output20_mean_squared_error: 25.4280 - output21_mean_squared_error: 44.6371 - output22_mean_squared_error: 29.9204 - output23_mean_squared_error: 19.6866 - output24_mean_squared_error: 31.8378 - output25_mean_squared_error: 35.9119 - output26_mean_squared_error: 19.8464 - output27_mean_squared_error: 38.6472 - output28_mean_squared_error: 32.0213 - output29_mean_squared_error: 43.0663 Epoch 233/2000 121/121 [==============================] - 0s 1ms/step - loss: 916.3836 - output00_loss: 16.2374 - output01_loss: 22.9891 - output02_loss: 34.1146 - output03_loss: 45.9569 - output04_loss: 38.1129 - output05_loss: 25.6874 - output06_loss: 34.9110 - output07_loss: 40.3762 - output08_loss: 23.3085 - output09_loss: 30.9439 - output10_loss: 23.8612 - output11_loss: 27.4250 - output12_loss: 27.4802 - output13_loss: 34.0405 - output14_loss: 28.6965 - output15_loss: 38.5806 - output16_loss: 24.9819 - output17_loss: 41.1049 - output18_loss: 21.0242 - output19_loss: 15.8617 - output20_loss: 25.3986 - output21_loss: 44.5816 - output22_loss: 29.8925 - output23_loss: 19.6651 - output24_loss: 31.7975 - output25_loss: 35.8725 - output26_loss: 19.8218 - output27_loss: 38.6109 - output28_loss: 32.0040 - output29_loss: 43.0445 - output00_mean_squared_error: 16.2374 - output01_mean_squared_error: 22.9891 - output02_mean_squared_error: 34.1146 - output03_mean_squared_error: 45.9569 - output04_mean_squared_error: 38.1129 - output05_mean_squared_error: 25.6874 - output06_mean_squared_error: 34.9110 - output07_mean_squared_error: 40.3762 - output08_mean_squared_error: 23.3085 - output09_mean_squared_error: 30.9439 - output10_mean_squared_error: 23.8612 - output11_mean_squared_error: 27.4250 - output12_mean_squared_error: 27.4802 - output13_mean_squared_error: 34.0405 - output14_mean_squared_error: 28.6965 - output15_mean_squared_error: 38.5806 - output16_mean_squared_error: 24.9819 - output17_mean_squared_error: 41.1049 - output18_mean_squared_error: 21.0242 - output19_mean_squared_error: 15.8617 - output20_mean_squared_error: 25.3986 - output21_mean_squared_error: 44.5816 - output22_mean_squared_error: 29.8925 - output23_mean_squared_error: 19.6651 - output24_mean_squared_error: 31.7975 - output25_mean_squared_error: 35.8725 - output26_mean_squared_error: 19.8218 - output27_mean_squared_error: 38.6109 - output28_mean_squared_error: 32.0040 - output29_mean_squared_error: 43.0445 Epoch 234/2000 121/121 [==============================] - 0s 644us/step - loss: 915.4080 - output00_loss: 16.2183 - output01_loss: 22.9647 - output02_loss: 34.0781 - output03_loss: 45.9160 - output04_loss: 38.0957 - output05_loss: 25.6467 - output06_loss: 34.8867 - output07_loss: 40.3156 - output08_loss: 23.2739 - output09_loss: 30.8920 - output10_loss: 23.8380 - output11_loss: 27.3920 - output12_loss: 27.4405 - output13_loss: 34.0245 - output14_loss: 28.6684 - output15_loss: 38.5564 - output16_loss: 24.9573 - output17_loss: 41.0256 - output18_loss: 20.9884 - output19_loss: 15.8534 - output20_loss: 25.3692 - output21_loss: 44.5263 - output22_loss: 29.8646 - output23_loss: 19.6437 - output24_loss: 31.7573 - output25_loss: 35.8334 - output26_loss: 19.7973 - output27_loss: 38.5747 - output28_loss: 31.9867 - output29_loss: 43.0227 - output00_mean_squared_error: 16.2183 - output01_mean_squared_error: 22.9647 - output02_mean_squared_error: 34.0781 - output03_mean_squared_error: 45.9160 - output04_mean_squared_error: 38.0957 - output05_mean_squared_error: 25.6467 - output06_mean_squared_error: 34.8867 - output07_mean_squared_error: 40.3156 - output08_mean_squared_error: 23.2739 - output09_mean_squared_error: 30.8920 - output10_mean_squared_error: 23.8380 - output11_mean_squared_error: 27.3920 - output12_mean_squared_error: 27.4405 - output13_mean_squared_error: 34.0245 - output14_mean_squared_error: 28.6684 - output15_mean_squared_error: 38.5564 - output16_mean_squared_error: 24.9573 - output17_mean_squared_error: 41.0256 - output18_mean_squared_error: 20.9884 - output19_mean_squared_error: 15.8534 - output20_mean_squared_error: 25.3692 - output21_mean_squared_error: 44.5263 - output22_mean_squared_error: 29.8646 - output23_mean_squared_error: 19.6437 - output24_mean_squared_error: 31.7573 - output25_mean_squared_error: 35.8334 - output26_mean_squared_error: 19.7973 - output27_mean_squared_error: 38.5747 - output28_mean_squared_error: 31.9867 - output29_mean_squared_error: 43.0227 Epoch 235/2000 121/121 [==============================] - 0s 1ms/step - loss: 914.4359 - output00_loss: 16.1993 - output01_loss: 22.9404 - output02_loss: 34.0418 - output03_loss: 45.8753 - output04_loss: 38.0785 - output05_loss: 25.6063 - output06_loss: 34.8624 - output07_loss: 40.2552 - output08_loss: 23.2394 - output09_loss: 30.8402 - output10_loss: 23.8149 - output11_loss: 27.3592 - output12_loss: 27.4009 - output13_loss: 34.0086 - output14_loss: 28.6403 - output15_loss: 38.5323 - output16_loss: 24.9328 - output17_loss: 40.9465 - output18_loss: 20.9528 - output19_loss: 15.8451 - output20_loss: 25.3398 - output21_loss: 44.4712 - output22_loss: 29.8368 - output23_loss: 19.6224 - output24_loss: 31.7173 - output25_loss: 35.7945 - output26_loss: 19.7730 - output27_loss: 38.5387 - output28_loss: 31.9694 - output29_loss: 43.0009 - output00_mean_squared_error: 16.1993 - output01_mean_squared_error: 22.9404 - output02_mean_squared_error: 34.0418 - output03_mean_squared_error: 45.8753 - output04_mean_squared_error: 38.0785 - output05_mean_squared_error: 25.6063 - output06_mean_squared_error: 34.8624 - output07_mean_squared_error: 40.2552 - output08_mean_squared_error: 23.2394 - output09_mean_squared_error: 30.8402 - output10_mean_squared_error: 23.8149 - output11_mean_squared_error: 27.3592 - output12_mean_squared_error: 27.4009 - output13_mean_squared_error: 34.0086 - output14_mean_squared_error: 28.6403 - output15_mean_squared_error: 38.5323 - output16_mean_squared_error: 24.9328 - output17_mean_squared_error: 40.9465 - output18_mean_squared_error: 20.9528 - output19_mean_squared_error: 15.8451 - output20_mean_squared_error: 25.3398 - output21_mean_squared_error: 44.4712 - output22_mean_squared_error: 29.8368 - output23_mean_squared_error: 19.6224 - output24_mean_squared_error: 31.7173 - output25_mean_squared_error: 35.7945 - output26_mean_squared_error: 19.7730 - output27_mean_squared_error: 38.5387 - output28_mean_squared_error: 31.9694 - output29_mean_squared_error: 43.0009 Epoch 236/2000 121/121 [==============================] - 0s 1ms/step - loss: 913.4674 - output00_loss: 16.1805 - output01_loss: 22.9161 - output02_loss: 34.0056 - output03_loss: 45.8347 - output04_loss: 38.0613 - output05_loss: 25.5661 - output06_loss: 34.8380 - output07_loss: 40.1949 - output08_loss: 23.2051 - output09_loss: 30.7887 - output10_loss: 23.7919 - output11_loss: 27.3266 - output12_loss: 27.3615 - output13_loss: 33.9926 - output14_loss: 28.6123 - output15_loss: 38.5082 - output16_loss: 24.9084 - output17_loss: 40.8677 - output18_loss: 20.9173 - output19_loss: 15.8368 - output20_loss: 25.3105 - output21_loss: 44.4163 - output22_loss: 29.8092 - output23_loss: 19.6012 - output24_loss: 31.6775 - output25_loss: 35.7557 - output26_loss: 19.7488 - output27_loss: 38.5028 - output28_loss: 31.9522 - output29_loss: 42.9790 - output00_mean_squared_error: 16.1805 - output01_mean_squared_error: 22.9161 - output02_mean_squared_error: 34.0056 - output03_mean_squared_error: 45.8347 - output04_mean_squared_error: 38.0613 - output05_mean_squared_error: 25.5661 - output06_mean_squared_error: 34.8380 - output07_mean_squared_error: 40.1949 - output08_mean_squared_error: 23.2051 - output09_mean_squared_error: 30.7887 - output10_mean_squared_error: 23.7919 - output11_mean_squared_error: 27.3266 - output12_mean_squared_error: 27.3615 - output13_mean_squared_error: 33.9926 - output14_mean_squared_error: 28.6123 - output15_mean_squared_error: 38.5082 - output16_mean_squared_error: 24.9084 - output17_mean_squared_error: 40.8677 - output18_mean_squared_error: 20.9173 - output19_mean_squared_error: 15.8368 - output20_mean_squared_error: 25.3105 - output21_mean_squared_error: 44.4163 - output22_mean_squared_error: 29.8092 - output23_mean_squared_error: 19.6012 - output24_mean_squared_error: 31.6775 - output25_mean_squared_error: 35.7557 - output26_mean_squared_error: 19.7488 - output27_mean_squared_error: 38.5028 - output28_mean_squared_error: 31.9522 - output29_mean_squared_error: 42.9790 Epoch 237/2000 121/121 [==============================] - 0s 563us/step - loss: 912.5024 - output00_loss: 16.1617 - output01_loss: 22.8919 - output02_loss: 33.9694 - output03_loss: 45.7942 - output04_loss: 38.0441 - output05_loss: 25.5262 - output06_loss: 34.8137 - output07_loss: 40.1349 - output08_loss: 23.1710 - output09_loss: 30.7374 - output10_loss: 23.7692 - output11_loss: 27.2941 - output12_loss: 27.3222 - output13_loss: 33.9766 - output14_loss: 28.5844 - output15_loss: 38.4842 - output16_loss: 24.8842 - output17_loss: 40.7892 - output18_loss: 20.8821 - output19_loss: 15.8285 - output20_loss: 25.2812 - output21_loss: 44.3616 - output22_loss: 29.7816 - output23_loss: 19.5801 - output24_loss: 31.6378 - output25_loss: 35.7172 - output26_loss: 19.7247 - output27_loss: 38.4670 - output28_loss: 31.9349 - output29_loss: 42.9572 - output00_mean_squared_error: 16.1617 - output01_mean_squared_error: 22.8919 - output02_mean_squared_error: 33.9694 - output03_mean_squared_error: 45.7942 - output04_mean_squared_error: 38.0441 - output05_mean_squared_error: 25.5262 - output06_mean_squared_error: 34.8137 - output07_mean_squared_error: 40.1349 - output08_mean_squared_error: 23.1710 - output09_mean_squared_error: 30.7374 - output10_mean_squared_error: 23.7692 - output11_mean_squared_error: 27.2941 - output12_mean_squared_error: 27.3222 - output13_mean_squared_error: 33.9766 - output14_mean_squared_error: 28.5844 - output15_mean_squared_error: 38.4842 - output16_mean_squared_error: 24.8842 - output17_mean_squared_error: 40.7892 - output18_mean_squared_error: 20.8821 - output19_mean_squared_error: 15.8285 - output20_mean_squared_error: 25.2812 - output21_mean_squared_error: 44.3616 - output22_mean_squared_error: 29.7816 - output23_mean_squared_error: 19.5801 - output24_mean_squared_error: 31.6378 - output25_mean_squared_error: 35.7172 - output26_mean_squared_error: 19.7247 - output27_mean_squared_error: 38.4670 - output28_mean_squared_error: 31.9349 - output29_mean_squared_error: 42.9572 Epoch 238/2000 121/121 [==============================] - 0s 531us/step - loss: 911.5408 - output00_loss: 16.1431 - output01_loss: 22.8677 - output02_loss: 33.9333 - output03_loss: 45.7538 - output04_loss: 38.0270 - output05_loss: 25.4865 - output06_loss: 34.7894 - output07_loss: 40.0750 - output08_loss: 23.1370 - output09_loss: 30.6863 - output10_loss: 23.7465 - output11_loss: 27.2618 - output12_loss: 27.2830 - output13_loss: 33.9607 - output14_loss: 28.5566 - output15_loss: 38.4602 - output16_loss: 24.8602 - output17_loss: 40.7111 - output18_loss: 20.8470 - output19_loss: 15.8203 - output20_loss: 25.2519 - output21_loss: 44.3071 - output22_loss: 29.7541 - output23_loss: 19.5591 - output24_loss: 31.5983 - output25_loss: 35.6789 - output26_loss: 19.7007 - output27_loss: 38.4314 - output28_loss: 31.9176 - output29_loss: 42.9353 - output00_mean_squared_error: 16.1431 - output01_mean_squared_error: 22.8677 - output02_mean_squared_error: 33.9333 - output03_mean_squared_error: 45.7538 - output04_mean_squared_error: 38.0270 - output05_mean_squared_error: 25.4865 - output06_mean_squared_error: 34.7894 - output07_mean_squared_error: 40.0750 - output08_mean_squared_error: 23.1370 - output09_mean_squared_error: 30.6863 - output10_mean_squared_error: 23.7465 - output11_mean_squared_error: 27.2618 - output12_mean_squared_error: 27.2830 - output13_mean_squared_error: 33.9607 - output14_mean_squared_error: 28.5566 - output15_mean_squared_error: 38.4602 - output16_mean_squared_error: 24.8602 - output17_mean_squared_error: 40.7111 - output18_mean_squared_error: 20.8470 - output19_mean_squared_error: 15.8203 - output20_mean_squared_error: 25.2519 - output21_mean_squared_error: 44.3071 - output22_mean_squared_error: 29.7541 - output23_mean_squared_error: 19.5591 - output24_mean_squared_error: 31.5983 - output25_mean_squared_error: 35.6789 - output26_mean_squared_error: 19.7007 - output27_mean_squared_error: 38.4314 - output28_mean_squared_error: 31.9176 - output29_mean_squared_error: 42.9353 Epoch 239/2000 121/121 [==============================] - 0s 910us/step - loss: 910.5828 - output00_loss: 16.1245 - output01_loss: 22.8435 - output02_loss: 33.8973 - output03_loss: 45.7135 - output04_loss: 38.0098 - output05_loss: 25.4471 - output06_loss: 34.7650 - output07_loss: 40.0154 - output08_loss: 23.1032 - output09_loss: 30.6354 - output10_loss: 23.7241 - output11_loss: 27.2296 - output12_loss: 27.2440 - output13_loss: 33.9447 - output14_loss: 28.5289 - output15_loss: 38.4362 - output16_loss: 24.8363 - output17_loss: 40.6332 - output18_loss: 20.8121 - output19_loss: 15.8121 - output20_loss: 25.2227 - output21_loss: 44.2528 - output22_loss: 29.7268 - output23_loss: 19.5382 - output24_loss: 31.5590 - output25_loss: 35.6408 - output26_loss: 19.6769 - output27_loss: 38.3959 - output28_loss: 31.9003 - output29_loss: 42.9135 - output00_mean_squared_error: 16.1245 - output01_mean_squared_error: 22.8435 - output02_mean_squared_error: 33.8973 - output03_mean_squared_error: 45.7135 - output04_mean_squared_error: 38.0098 - output05_mean_squared_error: 25.4471 - output06_mean_squared_error: 34.7650 - output07_mean_squared_error: 40.0154 - output08_mean_squared_error: 23.1032 - output09_mean_squared_error: 30.6354 - output10_mean_squared_error: 23.7241 - output11_mean_squared_error: 27.2296 - output12_mean_squared_error: 27.2440 - output13_mean_squared_error: 33.9447 - output14_mean_squared_error: 28.5289 - output15_mean_squared_error: 38.4362 - output16_mean_squared_error: 24.8363 - output17_mean_squared_error: 40.6332 - output18_mean_squared_error: 20.8121 - output19_mean_squared_error: 15.8121 - output20_mean_squared_error: 25.2227 - output21_mean_squared_error: 44.2528 - output22_mean_squared_error: 29.7268 - output23_mean_squared_error: 19.5382 - output24_mean_squared_error: 31.5590 - output25_mean_squared_error: 35.6408 - output26_mean_squared_error: 19.6769 - output27_mean_squared_error: 38.3959 - output28_mean_squared_error: 31.9003 - output29_mean_squared_error: 42.9135 Epoch 240/2000 121/121 [==============================] - 0s 1ms/step - loss: 909.6282 - output00_loss: 16.1061 - output01_loss: 22.8194 - output02_loss: 33.8614 - output03_loss: 45.6734 - output04_loss: 37.9926 - output05_loss: 25.4079 - output06_loss: 34.7407 - output07_loss: 39.9559 - output08_loss: 23.0696 - output09_loss: 30.5848 - output10_loss: 23.7017 - output11_loss: 27.1976 - output12_loss: 27.2052 - output13_loss: 33.9288 - output14_loss: 28.5013 - output15_loss: 38.4123 - output16_loss: 24.8125 - output17_loss: 40.5557 - output18_loss: 20.7774 - output19_loss: 15.8039 - output20_loss: 25.1935 - output21_loss: 44.1986 - output22_loss: 29.6995 - output23_loss: 19.5174 - output24_loss: 31.5199 - output25_loss: 35.6029 - output26_loss: 19.6531 - output27_loss: 38.3606 - output28_loss: 31.8830 - output29_loss: 42.8916 - output00_mean_squared_error: 16.1061 - output01_mean_squared_error: 22.8194 - output02_mean_squared_error: 33.8614 - output03_mean_squared_error: 45.6734 - output04_mean_squared_error: 37.9926 - output05_mean_squared_error: 25.4079 - output06_mean_squared_error: 34.7407 - output07_mean_squared_error: 39.9559 - output08_mean_squared_error: 23.0696 - output09_mean_squared_error: 30.5848 - output10_mean_squared_error: 23.7017 - output11_mean_squared_error: 27.1976 - output12_mean_squared_error: 27.2052 - output13_mean_squared_error: 33.9288 - output14_mean_squared_error: 28.5013 - output15_mean_squared_error: 38.4123 - output16_mean_squared_error: 24.8125 - output17_mean_squared_error: 40.5557 - output18_mean_squared_error: 20.7774 - output19_mean_squared_error: 15.8039 - output20_mean_squared_error: 25.1935 - output21_mean_squared_error: 44.1986 - output22_mean_squared_error: 29.6995 - output23_mean_squared_error: 19.5174 - output24_mean_squared_error: 31.5199 - output25_mean_squared_error: 35.6029 - output26_mean_squared_error: 19.6531 - output27_mean_squared_error: 38.3606 - output28_mean_squared_error: 31.8830 - output29_mean_squared_error: 42.8916 Epoch 241/2000 121/121 [==============================] - 0s 1ms/step - loss: 908.6770 - output00_loss: 16.0878 - output01_loss: 22.7953 - output02_loss: 33.8256 - output03_loss: 45.6333 - output04_loss: 37.9754 - output05_loss: 25.3690 - output06_loss: 34.7164 - output07_loss: 39.8967 - output08_loss: 23.0361 - output09_loss: 30.5344 - output10_loss: 23.6795 - output11_loss: 27.1657 - output12_loss: 27.1665 - output13_loss: 33.9129 - output14_loss: 28.4738 - output15_loss: 38.3884 - output16_loss: 24.7889 - output17_loss: 40.4784 - output18_loss: 20.7429 - output19_loss: 15.7957 - output20_loss: 25.1643 - output21_loss: 44.1447 - output22_loss: 29.6723 - output23_loss: 19.4968 - output24_loss: 31.4809 - output25_loss: 35.5652 - output26_loss: 19.6296 - output27_loss: 38.3254 - output28_loss: 31.8657 - output29_loss: 42.8697 - output00_mean_squared_error: 16.0878 - output01_mean_squared_error: 22.7953 - output02_mean_squared_error: 33.8256 - output03_mean_squared_error: 45.6333 - output04_mean_squared_error: 37.9754 - output05_mean_squared_error: 25.3690 - output06_mean_squared_error: 34.7164 - output07_mean_squared_error: 39.8967 - output08_mean_squared_error: 23.0361 - output09_mean_squared_error: 30.5344 - output10_mean_squared_error: 23.6795 - output11_mean_squared_error: 27.1657 - output12_mean_squared_error: 27.1665 - output13_mean_squared_error: 33.9129 - output14_mean_squared_error: 28.4738 - output15_mean_squared_error: 38.3884 - output16_mean_squared_error: 24.7889 - output17_mean_squared_error: 40.4784 - output18_mean_squared_error: 20.7429 - output19_mean_squared_error: 15.7957 - output20_mean_squared_error: 25.1643 - output21_mean_squared_error: 44.1447 - output22_mean_squared_error: 29.6723 - output23_mean_squared_error: 19.4968 - output24_mean_squared_error: 31.4809 - output25_mean_squared_error: 35.5652 - output26_mean_squared_error: 19.6296 - output27_mean_squared_error: 38.3254 - output28_mean_squared_error: 31.8657 - output29_mean_squared_error: 42.8697 Epoch 242/2000 121/121 [==============================] - 0s 912us/step - loss: 907.7294 - output00_loss: 16.0695 - output01_loss: 22.7713 - output02_loss: 33.7899 - output03_loss: 45.5934 - output04_loss: 37.9582 - output05_loss: 25.3303 - output06_loss: 34.6920 - output07_loss: 39.8376 - output08_loss: 23.0028 - output09_loss: 30.4842 - output10_loss: 23.6575 - output11_loss: 27.1340 - output12_loss: 27.1279 - output13_loss: 33.8970 - output14_loss: 28.4463 - output15_loss: 38.3646 - output16_loss: 24.7654 - output17_loss: 40.4015 - output18_loss: 20.7085 - output19_loss: 15.7875 - output20_loss: 25.1352 - output21_loss: 44.0909 - output22_loss: 29.6452 - output23_loss: 19.4762 - output24_loss: 31.4421 - output25_loss: 35.5277 - output26_loss: 19.6061 - output27_loss: 38.2903 - output28_loss: 31.8484 - output29_loss: 42.8478 - output00_mean_squared_error: 16.0695 - output01_mean_squared_error: 22.7713 - output02_mean_squared_error: 33.7899 - output03_mean_squared_error: 45.5934 - output04_mean_squared_error: 37.9582 - output05_mean_squared_error: 25.3303 - output06_mean_squared_error: 34.6920 - output07_mean_squared_error: 39.8376 - output08_mean_squared_error: 23.0028 - output09_mean_squared_error: 30.4842 - output10_mean_squared_error: 23.6575 - output11_mean_squared_error: 27.1340 - output12_mean_squared_error: 27.1279 - output13_mean_squared_error: 33.8970 - output14_mean_squared_error: 28.4463 - output15_mean_squared_error: 38.3646 - output16_mean_squared_error: 24.7654 - output17_mean_squared_error: 40.4015 - output18_mean_squared_error: 20.7085 - output19_mean_squared_error: 15.7875 - output20_mean_squared_error: 25.1352 - output21_mean_squared_error: 44.0909 - output22_mean_squared_error: 29.6452 - output23_mean_squared_error: 19.4762 - output24_mean_squared_error: 31.4421 - output25_mean_squared_error: 35.5277 - output26_mean_squared_error: 19.6061 - output27_mean_squared_error: 38.2903 - output28_mean_squared_error: 31.8484 - output29_mean_squared_error: 42.8478 Epoch 243/2000 121/121 [==============================] - 0s 1ms/step - loss: 906.7853 - output00_loss: 16.0514 - output01_loss: 22.7474 - output02_loss: 33.7543 - output03_loss: 45.5536 - output04_loss: 37.9410 - output05_loss: 25.2918 - output06_loss: 34.6677 - output07_loss: 39.7788 - output08_loss: 22.9696 - output09_loss: 30.4342 - output10_loss: 23.6356 - output11_loss: 27.1024 - output12_loss: 27.0895 - output13_loss: 33.8811 - output14_loss: 28.4190 - output15_loss: 38.3408 - output16_loss: 24.7420 - output17_loss: 40.3248 - output18_loss: 20.6743 - output19_loss: 15.7794 - output20_loss: 25.1061 - output21_loss: 44.0373 - output22_loss: 29.6183 - output23_loss: 19.4558 - output24_loss: 31.4035 - output25_loss: 35.4905 - output26_loss: 19.5827 - output27_loss: 38.2554 - output28_loss: 31.8311 - output29_loss: 42.8259 - output00_mean_squared_error: 16.0514 - output01_mean_squared_error: 22.7474 - output02_mean_squared_error: 33.7543 - output03_mean_squared_error: 45.5536 - output04_mean_squared_error: 37.9410 - output05_mean_squared_error: 25.2918 - output06_mean_squared_error: 34.6677 - output07_mean_squared_error: 39.7788 - output08_mean_squared_error: 22.9696 - output09_mean_squared_error: 30.4342 - output10_mean_squared_error: 23.6356 - output11_mean_squared_error: 27.1024 - output12_mean_squared_error: 27.0895 - output13_mean_squared_error: 33.8811 - output14_mean_squared_error: 28.4190 - output15_mean_squared_error: 38.3408 - output16_mean_squared_error: 24.7420 - output17_mean_squared_error: 40.3248 - output18_mean_squared_error: 20.6743 - output19_mean_squared_error: 15.7794 - output20_mean_squared_error: 25.1061 - output21_mean_squared_error: 44.0373 - output22_mean_squared_error: 29.6183 - output23_mean_squared_error: 19.4558 - output24_mean_squared_error: 31.4035 - output25_mean_squared_error: 35.4905 - output26_mean_squared_error: 19.5827 - output27_mean_squared_error: 38.2554 - output28_mean_squared_error: 31.8311 - output29_mean_squared_error: 42.8259 Epoch 244/2000 121/121 [==============================] - 0s 571us/step - loss: 905.8443 - output00_loss: 16.0334 - output01_loss: 22.7235 - output02_loss: 33.7187 - output03_loss: 45.5139 - output04_loss: 37.9238 - output05_loss: 25.2536 - output06_loss: 34.6433 - output07_loss: 39.7201 - output08_loss: 22.9366 - output09_loss: 30.3844 - output10_loss: 23.6138 - output11_loss: 27.0710 - output12_loss: 27.0512 - output13_loss: 33.8652 - output14_loss: 28.3918 - output15_loss: 38.3170 - output16_loss: 24.7188 - output17_loss: 40.2485 - output18_loss: 20.6403 - output19_loss: 15.7712 - output20_loss: 25.0771 - output21_loss: 43.9839 - output22_loss: 29.5914 - output23_loss: 19.4354 - output24_loss: 31.3650 - output25_loss: 35.4534 - output26_loss: 19.5595 - output27_loss: 38.2206 - output28_loss: 31.8139 - output29_loss: 42.8040 - output00_mean_squared_error: 16.0334 - output01_mean_squared_error: 22.7235 - output02_mean_squared_error: 33.7187 - output03_mean_squared_error: 45.5139 - output04_mean_squared_error: 37.9238 - output05_mean_squared_error: 25.2536 - output06_mean_squared_error: 34.6433 - output07_mean_squared_error: 39.7201 - output08_mean_squared_error: 22.9366 - output09_mean_squared_error: 30.3844 - output10_mean_squared_error: 23.6138 - output11_mean_squared_error: 27.0710 - output12_mean_squared_error: 27.0512 - output13_mean_squared_error: 33.8652 - output14_mean_squared_error: 28.3918 - output15_mean_squared_error: 38.3170 - output16_mean_squared_error: 24.7188 - output17_mean_squared_error: 40.2485 - output18_mean_squared_error: 20.6403 - output19_mean_squared_error: 15.7712 - output20_mean_squared_error: 25.0771 - output21_mean_squared_error: 43.9839 - output22_mean_squared_error: 29.5914 - output23_mean_squared_error: 19.4354 - output24_mean_squared_error: 31.3650 - output25_mean_squared_error: 35.4534 - output26_mean_squared_error: 19.5595 - output27_mean_squared_error: 38.2206 - output28_mean_squared_error: 31.8139 - output29_mean_squared_error: 42.8040 Epoch 245/2000 121/121 [==============================] - 0s 737us/step - loss: 904.9069 - output00_loss: 16.0155 - output01_loss: 22.6996 - output02_loss: 33.6833 - output03_loss: 45.4744 - output04_loss: 37.9066 - output05_loss: 25.2156 - output06_loss: 34.6190 - output07_loss: 39.6617 - output08_loss: 22.9038 - output09_loss: 30.3348 - output10_loss: 23.5922 - output11_loss: 27.0397 - output12_loss: 27.0131 - output13_loss: 33.8493 - output14_loss: 28.3647 - output15_loss: 38.2933 - output16_loss: 24.6958 - output17_loss: 40.1724 - output18_loss: 20.6064 - output19_loss: 15.7631 - output20_loss: 25.0480 - output21_loss: 43.9307 - output22_loss: 29.5646 - output23_loss: 19.4152 - output24_loss: 31.3267 - output25_loss: 35.4165 - output26_loss: 19.5364 - output27_loss: 38.1859 - output28_loss: 31.7966 - output29_loss: 42.7821 - output00_mean_squared_error: 16.0155 - output01_mean_squared_error: 22.6996 - output02_mean_squared_error: 33.6833 - output03_mean_squared_error: 45.4744 - output04_mean_squared_error: 37.9066 - output05_mean_squared_error: 25.2156 - output06_mean_squared_error: 34.6190 - output07_mean_squared_error: 39.6617 - output08_mean_squared_error: 22.9038 - output09_mean_squared_error: 30.3348 - output10_mean_squared_error: 23.5922 - output11_mean_squared_error: 27.0397 - output12_mean_squared_error: 27.0131 - output13_mean_squared_error: 33.8493 - output14_mean_squared_error: 28.3647 - output15_mean_squared_error: 38.2933 - output16_mean_squared_error: 24.6958 - output17_mean_squared_error: 40.1724 - output18_mean_squared_error: 20.6064 - output19_mean_squared_error: 15.7631 - output20_mean_squared_error: 25.0480 - output21_mean_squared_error: 43.9307 - output22_mean_squared_error: 29.5646 - output23_mean_squared_error: 19.4152 - output24_mean_squared_error: 31.3267 - output25_mean_squared_error: 35.4165 - output26_mean_squared_error: 19.5364 - output27_mean_squared_error: 38.1859 - output28_mean_squared_error: 31.7966 - output29_mean_squared_error: 42.7821 Epoch 246/2000 121/121 [==============================] - 0s 569us/step - loss: 903.9728 - output00_loss: 15.9977 - output01_loss: 22.6758 - output02_loss: 33.6479 - output03_loss: 45.4349 - output04_loss: 37.8894 - output05_loss: 25.1779 - output06_loss: 34.5946 - output07_loss: 39.6034 - output08_loss: 22.8711 - output09_loss: 30.2855 - output10_loss: 23.5707 - output11_loss: 27.0086 - output12_loss: 26.9751 - output13_loss: 33.8335 - output14_loss: 28.3376 - output15_loss: 38.2696 - output16_loss: 24.6728 - output17_loss: 40.0967 - output18_loss: 20.5727 - output19_loss: 15.7550 - output20_loss: 25.0191 - output21_loss: 43.8777 - output22_loss: 29.5379 - output23_loss: 19.3950 - output24_loss: 31.2886 - output25_loss: 35.3798 - output26_loss: 19.5134 - output27_loss: 38.1514 - output28_loss: 31.7793 - output29_loss: 42.7601 - output00_mean_squared_error: 15.9977 - output01_mean_squared_error: 22.6758 - output02_mean_squared_error: 33.6479 - output03_mean_squared_error: 45.4349 - output04_mean_squared_error: 37.8894 - output05_mean_squared_error: 25.1779 - output06_mean_squared_error: 34.5946 - output07_mean_squared_error: 39.6034 - output08_mean_squared_error: 22.8711 - output09_mean_squared_error: 30.2855 - output10_mean_squared_error: 23.5707 - output11_mean_squared_error: 27.0086 - output12_mean_squared_error: 26.9751 - output13_mean_squared_error: 33.8335 - output14_mean_squared_error: 28.3376 - output15_mean_squared_error: 38.2696 - output16_mean_squared_error: 24.6728 - output17_mean_squared_error: 40.0967 - output18_mean_squared_error: 20.5727 - output19_mean_squared_error: 15.7550 - output20_mean_squared_error: 25.0191 - output21_mean_squared_error: 43.8777 - output22_mean_squared_error: 29.5379 - output23_mean_squared_error: 19.3950 - output24_mean_squared_error: 31.2886 - output25_mean_squared_error: 35.3798 - output26_mean_squared_error: 19.5134 - output27_mean_squared_error: 38.1514 - output28_mean_squared_error: 31.7793 - output29_mean_squared_error: 42.7601 Epoch 247/2000 121/121 [==============================] - 0s 1ms/step - loss: 903.0421 - output00_loss: 15.9800 - output01_loss: 22.6520 - output02_loss: 33.6126 - output03_loss: 45.3956 - output04_loss: 37.8722 - output05_loss: 25.1403 - output06_loss: 34.5703 - output07_loss: 39.5454 - output08_loss: 22.8386 - output09_loss: 30.2363 - output10_loss: 23.5494 - output11_loss: 26.9777 - output12_loss: 26.9372 - output13_loss: 33.8176 - output14_loss: 28.3107 - output15_loss: 38.2460 - output16_loss: 24.6500 - output17_loss: 40.0213 - output18_loss: 20.5392 - output19_loss: 15.7469 - output20_loss: 24.9901 - output21_loss: 43.8248 - output22_loss: 29.5113 - output23_loss: 19.3750 - output24_loss: 31.2506 - output25_loss: 35.3434 - output26_loss: 19.4906 - output27_loss: 38.1170 - output28_loss: 31.7620 - output29_loss: 42.7382 - output00_mean_squared_error: 15.9800 - output01_mean_squared_error: 22.6520 - output02_mean_squared_error: 33.6126 - output03_mean_squared_error: 45.3956 - output04_mean_squared_error: 37.8722 - output05_mean_squared_error: 25.1403 - output06_mean_squared_error: 34.5703 - output07_mean_squared_error: 39.5454 - output08_mean_squared_error: 22.8386 - output09_mean_squared_error: 30.2363 - output10_mean_squared_error: 23.5494 - output11_mean_squared_error: 26.9777 - output12_mean_squared_error: 26.9372 - output13_mean_squared_error: 33.8176 - output14_mean_squared_error: 28.3107 - output15_mean_squared_error: 38.2460 - output16_mean_squared_error: 24.6500 - output17_mean_squared_error: 40.0213 - output18_mean_squared_error: 20.5392 - output19_mean_squared_error: 15.7469 - output20_mean_squared_error: 24.9901 - output21_mean_squared_error: 43.8248 - output22_mean_squared_error: 29.5113 - output23_mean_squared_error: 19.3750 - output24_mean_squared_error: 31.2506 - output25_mean_squared_error: 35.3434 - output26_mean_squared_error: 19.4906 - output27_mean_squared_error: 38.1170 - output28_mean_squared_error: 31.7620 - output29_mean_squared_error: 42.7382 Epoch 248/2000 121/121 [==============================] - 0s 844us/step - loss: 902.1149 - output00_loss: 15.9624 - output01_loss: 22.6283 - output02_loss: 33.5774 - output03_loss: 45.3564 - output04_loss: 37.8550 - output05_loss: 25.1031 - output06_loss: 34.5459 - output07_loss: 39.4875 - output08_loss: 22.8062 - output09_loss: 30.1874 - output10_loss: 23.5282 - output11_loss: 26.9469 - output12_loss: 26.8995 - output13_loss: 33.8018 - output14_loss: 28.2838 - output15_loss: 38.2224 - output16_loss: 24.6274 - output17_loss: 39.9461 - output18_loss: 20.5059 - output19_loss: 15.7388 - output20_loss: 24.9612 - output21_loss: 43.7722 - output22_loss: 29.4848 - output23_loss: 19.3551 - output24_loss: 31.2128 - output25_loss: 35.3071 - output26_loss: 19.4678 - output27_loss: 38.0827 - output28_loss: 31.7447 - output29_loss: 42.7163 - output00_mean_squared_error: 15.9624 - output01_mean_squared_error: 22.6283 - output02_mean_squared_error: 33.5774 - output03_mean_squared_error: 45.3564 - output04_mean_squared_error: 37.8550 - output05_mean_squared_error: 25.1031 - output06_mean_squared_error: 34.5459 - output07_mean_squared_error: 39.4875 - output08_mean_squared_error: 22.8062 - output09_mean_squared_error: 30.1874 - output10_mean_squared_error: 23.5282 - output11_mean_squared_error: 26.9469 - output12_mean_squared_error: 26.8995 - output13_mean_squared_error: 33.8018 - output14_mean_squared_error: 28.2838 - output15_mean_squared_error: 38.2224 - output16_mean_squared_error: 24.6274 - output17_mean_squared_error: 39.9461 - output18_mean_squared_error: 20.5059 - output19_mean_squared_error: 15.7388 - output20_mean_squared_error: 24.9612 - output21_mean_squared_error: 43.7722 - output22_mean_squared_error: 29.4848 - output23_mean_squared_error: 19.3551 - output24_mean_squared_error: 31.2128 - output25_mean_squared_error: 35.3071 - output26_mean_squared_error: 19.4678 - output27_mean_squared_error: 38.0827 - output28_mean_squared_error: 31.7447 - output29_mean_squared_error: 42.7163 Epoch 249/2000 121/121 [==============================] - 0s 915us/step - loss: 901.1909 - output00_loss: 15.9448 - output01_loss: 22.6046 - output02_loss: 33.5423 - output03_loss: 45.3172 - output04_loss: 37.8378 - output05_loss: 25.0660 - output06_loss: 34.5215 - output07_loss: 39.4299 - output08_loss: 22.7740 - output09_loss: 30.1387 - output10_loss: 23.5071 - output11_loss: 26.9162 - output12_loss: 26.8620 - output13_loss: 33.7860 - output14_loss: 28.2571 - output15_loss: 38.1989 - output16_loss: 24.6049 - output17_loss: 39.8713 - output18_loss: 20.4727 - output19_loss: 15.7307 - output20_loss: 24.9324 - output21_loss: 43.7197 - output22_loss: 29.4584 - output23_loss: 19.3352 - output24_loss: 31.1752 - output25_loss: 35.2710 - output26_loss: 19.4452 - output27_loss: 38.0485 - output28_loss: 31.7274 - output29_loss: 42.6943 - output00_mean_squared_error: 15.9448 - output01_mean_squared_error: 22.6046 - output02_mean_squared_error: 33.5423 - output03_mean_squared_error: 45.3172 - output04_mean_squared_error: 37.8378 - output05_mean_squared_error: 25.0660 - output06_mean_squared_error: 34.5215 - output07_mean_squared_error: 39.4299 - output08_mean_squared_error: 22.7740 - output09_mean_squared_error: 30.1387 - output10_mean_squared_error: 23.5071 - output11_mean_squared_error: 26.9162 - output12_mean_squared_error: 26.8620 - output13_mean_squared_error: 33.7860 - output14_mean_squared_error: 28.2571 - output15_mean_squared_error: 38.1989 - output16_mean_squared_error: 24.6049 - output17_mean_squared_error: 39.8713 - output18_mean_squared_error: 20.4727 - output19_mean_squared_error: 15.7307 - output20_mean_squared_error: 24.9324 - output21_mean_squared_error: 43.7197 - output22_mean_squared_error: 29.4584 - output23_mean_squared_error: 19.3352 - output24_mean_squared_error: 31.1752 - output25_mean_squared_error: 35.2710 - output26_mean_squared_error: 19.4452 - output27_mean_squared_error: 38.0485 - output28_mean_squared_error: 31.7274 - output29_mean_squared_error: 42.6943 Epoch 250/2000 121/121 [==============================] - 0s 1ms/step - loss: 900.2703 - output00_loss: 15.9274 - output01_loss: 22.5810 - output02_loss: 33.5073 - output03_loss: 45.2782 - output04_loss: 37.8206 - output05_loss: 25.0292 - output06_loss: 34.4972 - output07_loss: 39.3724 - output08_loss: 22.7419 - output09_loss: 30.0902 - output10_loss: 23.4862 - output11_loss: 26.8857 - output12_loss: 26.8245 - output13_loss: 33.7702 - output14_loss: 28.2304 - output15_loss: 38.1754 - output16_loss: 24.5825 - output17_loss: 39.7967 - output18_loss: 20.4397 - output19_loss: 15.7226 - output20_loss: 24.9035 - output21_loss: 43.6674 - output22_loss: 29.4321 - output23_loss: 19.3155 - output24_loss: 31.1377 - output25_loss: 35.2351 - output26_loss: 19.4227 - output27_loss: 38.0145 - output28_loss: 31.7101 - output29_loss: 42.6723 - output00_mean_squared_error: 15.9274 - output01_mean_squared_error: 22.5810 - output02_mean_squared_error: 33.5073 - output03_mean_squared_error: 45.2782 - output04_mean_squared_error: 37.8206 - output05_mean_squared_error: 25.0292 - output06_mean_squared_error: 34.4972 - output07_mean_squared_error: 39.3724 - output08_mean_squared_error: 22.7419 - output09_mean_squared_error: 30.0902 - output10_mean_squared_error: 23.4862 - output11_mean_squared_error: 26.8857 - output12_mean_squared_error: 26.8245 - output13_mean_squared_error: 33.7702 - output14_mean_squared_error: 28.2304 - output15_mean_squared_error: 38.1754 - output16_mean_squared_error: 24.5825 - output17_mean_squared_error: 39.7967 - output18_mean_squared_error: 20.4397 - output19_mean_squared_error: 15.7226 - output20_mean_squared_error: 24.9035 - output21_mean_squared_error: 43.6674 - output22_mean_squared_error: 29.4321 - output23_mean_squared_error: 19.3155 - output24_mean_squared_error: 31.1377 - output25_mean_squared_error: 35.2351 - output26_mean_squared_error: 19.4227 - output27_mean_squared_error: 38.0145 - output28_mean_squared_error: 31.7101 - output29_mean_squared_error: 42.6723 Epoch 251/2000 121/121 [==============================] - 0s 729us/step - loss: 899.3529 - output00_loss: 15.9101 - output01_loss: 22.5574 - output02_loss: 33.4723 - output03_loss: 45.2393 - output04_loss: 37.8034 - output05_loss: 24.9926 - output06_loss: 34.4728 - output07_loss: 39.3151 - output08_loss: 22.7100 - output09_loss: 30.0419 - output10_loss: 23.4653 - output11_loss: 26.8553 - output12_loss: 26.7873 - output13_loss: 33.7544 - output14_loss: 28.2038 - output15_loss: 38.1519 - output16_loss: 24.5602 - output17_loss: 39.7225 - output18_loss: 20.4069 - output19_loss: 15.7146 - output20_loss: 24.8747 - output21_loss: 43.6153 - output22_loss: 29.4059 - output23_loss: 19.2959 - output24_loss: 31.1004 - output25_loss: 35.1994 - output26_loss: 19.4003 - output27_loss: 37.9806 - output28_loss: 31.6928 - output29_loss: 42.6504 - output00_mean_squared_error: 15.9101 - output01_mean_squared_error: 22.5574 - output02_mean_squared_error: 33.4723 - output03_mean_squared_error: 45.2393 - output04_mean_squared_error: 37.8034 - output05_mean_squared_error: 24.9926 - output06_mean_squared_error: 34.4728 - output07_mean_squared_error: 39.3151 - output08_mean_squared_error: 22.7100 - output09_mean_squared_error: 30.0419 - output10_mean_squared_error: 23.4653 - output11_mean_squared_error: 26.8553 - output12_mean_squared_error: 26.7873 - output13_mean_squared_error: 33.7544 - output14_mean_squared_error: 28.2038 - output15_mean_squared_error: 38.1519 - output16_mean_squared_error: 24.5602 - output17_mean_squared_error: 39.7225 - output18_mean_squared_error: 20.4069 - output19_mean_squared_error: 15.7146 - output20_mean_squared_error: 24.8747 - output21_mean_squared_error: 43.6153 - output22_mean_squared_error: 29.4059 - output23_mean_squared_error: 19.2959 - output24_mean_squared_error: 31.1004 - output25_mean_squared_error: 35.1994 - output26_mean_squared_error: 19.4003 - output27_mean_squared_error: 37.9806 - output28_mean_squared_error: 31.6928 - output29_mean_squared_error: 42.6504 Epoch 252/2000 121/121 [==============================] - 0s 1ms/step - loss: 898.4390 - output00_loss: 15.8929 - output01_loss: 22.5339 - output02_loss: 33.4375 - output03_loss: 45.2006 - output04_loss: 37.7862 - output05_loss: 24.9562 - output06_loss: 34.4484 - output07_loss: 39.2581 - output08_loss: 22.6783 - output09_loss: 29.9938 - output10_loss: 23.4447 - output11_loss: 26.8251 - output12_loss: 26.7501 - output13_loss: 33.7386 - output14_loss: 28.1773 - output15_loss: 38.1285 - output16_loss: 24.5381 - output17_loss: 39.6485 - output18_loss: 20.3742 - output19_loss: 15.7065 - output20_loss: 24.8460 - output21_loss: 43.5633 - output22_loss: 29.3797 - output23_loss: 19.2764 - output24_loss: 31.0633 - output25_loss: 35.1639 - output26_loss: 19.3780 - output27_loss: 37.9469 - output28_loss: 31.6755 - output29_loss: 42.6284 - output00_mean_squared_error: 15.8929 - output01_mean_squared_error: 22.5339 - output02_mean_squared_error: 33.4375 - output03_mean_squared_error: 45.2006 - output04_mean_squared_error: 37.7862 - output05_mean_squared_error: 24.9562 - output06_mean_squared_error: 34.4484 - output07_mean_squared_error: 39.2581 - output08_mean_squared_error: 22.6783 - output09_mean_squared_error: 29.9938 - output10_mean_squared_error: 23.4447 - output11_mean_squared_error: 26.8251 - output12_mean_squared_error: 26.7501 - output13_mean_squared_error: 33.7386 - output14_mean_squared_error: 28.1773 - output15_mean_squared_error: 38.1285 - output16_mean_squared_error: 24.5381 - output17_mean_squared_error: 39.6485 - output18_mean_squared_error: 20.3742 - output19_mean_squared_error: 15.7065 - output20_mean_squared_error: 24.8460 - output21_mean_squared_error: 43.5633 - output22_mean_squared_error: 29.3797 - output23_mean_squared_error: 19.2764 - output24_mean_squared_error: 31.0633 - output25_mean_squared_error: 35.1639 - output26_mean_squared_error: 19.3780 - output27_mean_squared_error: 37.9469 - output28_mean_squared_error: 31.6755 - output29_mean_squared_error: 42.6284 Epoch 253/2000 121/121 [==============================] - 0s 1ms/step - loss: 897.5282 - output00_loss: 15.8758 - output01_loss: 22.5104 - output02_loss: 33.4027 - output03_loss: 45.1619 - output04_loss: 37.7690 - output05_loss: 24.9201 - output06_loss: 34.4241 - output07_loss: 39.2012 - output08_loss: 22.6467 - output09_loss: 29.9460 - output10_loss: 23.4241 - output11_loss: 26.7950 - output12_loss: 26.7131 - output13_loss: 33.7228 - output14_loss: 28.1509 - output15_loss: 38.1051 - output16_loss: 24.5161 - output17_loss: 39.5748 - output18_loss: 20.3417 - output19_loss: 15.6985 - output20_loss: 24.8173 - output21_loss: 43.5116 - output22_loss: 29.3537 - output23_loss: 19.2569 - output24_loss: 31.0263 - output25_loss: 35.1286 - output26_loss: 19.3558 - output27_loss: 37.9133 - output28_loss: 31.6582 - output29_loss: 42.6064 - output00_mean_squared_error: 15.8758 - output01_mean_squared_error: 22.5104 - output02_mean_squared_error: 33.4027 - output03_mean_squared_error: 45.1619 - output04_mean_squared_error: 37.7690 - output05_mean_squared_error: 24.9201 - output06_mean_squared_error: 34.4241 - output07_mean_squared_error: 39.2012 - output08_mean_squared_error: 22.6467 - output09_mean_squared_error: 29.9460 - output10_mean_squared_error: 23.4241 - output11_mean_squared_error: 26.7950 - output12_mean_squared_error: 26.7131 - output13_mean_squared_error: 33.7228 - output14_mean_squared_error: 28.1509 - output15_mean_squared_error: 38.1051 - output16_mean_squared_error: 24.5161 - output17_mean_squared_error: 39.5748 - output18_mean_squared_error: 20.3417 - output19_mean_squared_error: 15.6985 - output20_mean_squared_error: 24.8173 - output21_mean_squared_error: 43.5116 - output22_mean_squared_error: 29.3537 - output23_mean_squared_error: 19.2569 - output24_mean_squared_error: 31.0263 - output25_mean_squared_error: 35.1286 - output26_mean_squared_error: 19.3558 - output27_mean_squared_error: 37.9133 - output28_mean_squared_error: 31.6582 - output29_mean_squared_error: 42.6064 Epoch 254/2000 121/121 [==============================] - 0s 525us/step - loss: 896.6209 - output00_loss: 15.8587 - output01_loss: 22.4869 - output02_loss: 33.3681 - output03_loss: 45.1233 - output04_loss: 37.7518 - output05_loss: 24.8842 - output06_loss: 34.3997 - output07_loss: 39.1445 - output08_loss: 22.6152 - output09_loss: 29.8983 - output10_loss: 23.4037 - output11_loss: 26.7651 - output12_loss: 26.6762 - output13_loss: 33.7071 - output14_loss: 28.1246 - output15_loss: 38.0818 - output16_loss: 24.4943 - output17_loss: 39.5015 - output18_loss: 20.3094 - output19_loss: 15.6905 - output20_loss: 24.7886 - output21_loss: 43.4600 - output22_loss: 29.3278 - output23_loss: 19.2376 - output24_loss: 30.9895 - output25_loss: 35.0935 - output26_loss: 19.3338 - output27_loss: 37.8798 - output28_loss: 31.6409 - output29_loss: 42.5844 - output00_mean_squared_error: 15.8587 - output01_mean_squared_error: 22.4869 - output02_mean_squared_error: 33.3681 - output03_mean_squared_error: 45.1233 - output04_mean_squared_error: 37.7518 - output05_mean_squared_error: 24.8842 - output06_mean_squared_error: 34.3997 - output07_mean_squared_error: 39.1445 - output08_mean_squared_error: 22.6152 - output09_mean_squared_error: 29.8983 - output10_mean_squared_error: 23.4037 - output11_mean_squared_error: 26.7651 - output12_mean_squared_error: 26.6762 - output13_mean_squared_error: 33.7071 - output14_mean_squared_error: 28.1246 - output15_mean_squared_error: 38.0818 - output16_mean_squared_error: 24.4943 - output17_mean_squared_error: 39.5015 - output18_mean_squared_error: 20.3094 - output19_mean_squared_error: 15.6905 - output20_mean_squared_error: 24.7886 - output21_mean_squared_error: 43.4600 - output22_mean_squared_error: 29.3278 - output23_mean_squared_error: 19.2376 - output24_mean_squared_error: 30.9895 - output25_mean_squared_error: 35.0935 - output26_mean_squared_error: 19.3338 - output27_mean_squared_error: 37.8798 - output28_mean_squared_error: 31.6409 - output29_mean_squared_error: 42.5844 Epoch 255/2000 121/121 [==============================] - 0s 757us/step - loss: 895.7166 - output00_loss: 15.8418 - output01_loss: 22.4636 - output02_loss: 33.3335 - output03_loss: 45.0849 - output04_loss: 37.7346 - output05_loss: 24.8485 - output06_loss: 34.3754 - output07_loss: 39.0880 - output08_loss: 22.5839 - output09_loss: 29.8508 - output10_loss: 23.3834 - output11_loss: 26.7353 - output12_loss: 26.6395 - output13_loss: 33.6913 - output14_loss: 28.0984 - output15_loss: 38.0585 - output16_loss: 24.4726 - output17_loss: 39.4284 - output18_loss: 20.2772 - output19_loss: 15.6825 - output20_loss: 24.7600 - output21_loss: 43.4086 - output22_loss: 29.3019 - output23_loss: 19.2184 - output24_loss: 30.9529 - output25_loss: 35.0585 - output26_loss: 19.3118 - output27_loss: 37.8464 - output28_loss: 31.6236 - output29_loss: 42.5624 - output00_mean_squared_error: 15.8418 - output01_mean_squared_error: 22.4636 - output02_mean_squared_error: 33.3335 - output03_mean_squared_error: 45.0849 - output04_mean_squared_error: 37.7346 - output05_mean_squared_error: 24.8485 - output06_mean_squared_error: 34.3754 - output07_mean_squared_error: 39.0880 - output08_mean_squared_error: 22.5839 - output09_mean_squared_error: 29.8508 - output10_mean_squared_error: 23.3834 - output11_mean_squared_error: 26.7353 - output12_mean_squared_error: 26.6395 - output13_mean_squared_error: 33.6913 - output14_mean_squared_error: 28.0984 - output15_mean_squared_error: 38.0585 - output16_mean_squared_error: 24.4726 - output17_mean_squared_error: 39.4284 - output18_mean_squared_error: 20.2772 - output19_mean_squared_error: 15.6825 - output20_mean_squared_error: 24.7600 - output21_mean_squared_error: 43.4086 - output22_mean_squared_error: 29.3019 - output23_mean_squared_error: 19.2184 - output24_mean_squared_error: 30.9529 - output25_mean_squared_error: 35.0585 - output26_mean_squared_error: 19.3118 - output27_mean_squared_error: 37.8464 - output28_mean_squared_error: 31.6236 - output29_mean_squared_error: 42.5624 Epoch 256/2000 121/121 [==============================] - 0s 953us/step - loss: 894.8158 - output00_loss: 15.8249 - output01_loss: 22.4402 - output02_loss: 33.2990 - output03_loss: 45.0466 - output04_loss: 37.7174 - output05_loss: 24.8130 - output06_loss: 34.3510 - output07_loss: 39.0318 - output08_loss: 22.5527 - output09_loss: 29.8036 - output10_loss: 23.3632 - output11_loss: 26.7057 - output12_loss: 26.6029 - output13_loss: 33.6756 - output14_loss: 28.0723 - output15_loss: 38.0353 - output16_loss: 24.4510 - output17_loss: 39.3556 - output18_loss: 20.2452 - output19_loss: 15.6744 - output20_loss: 24.7314 - output21_loss: 43.3574 - output22_loss: 29.2762 - output23_loss: 19.1993 - output24_loss: 30.9164 - output25_loss: 35.0238 - output26_loss: 19.2900 - output27_loss: 37.8132 - output28_loss: 31.6064 - output29_loss: 42.5404 - output00_mean_squared_error: 15.8249 - output01_mean_squared_error: 22.4402 - output02_mean_squared_error: 33.2990 - output03_mean_squared_error: 45.0466 - output04_mean_squared_error: 37.7174 - output05_mean_squared_error: 24.8130 - output06_mean_squared_error: 34.3510 - output07_mean_squared_error: 39.0318 - output08_mean_squared_error: 22.5527 - output09_mean_squared_error: 29.8036 - output10_mean_squared_error: 23.3632 - output11_mean_squared_error: 26.7057 - output12_mean_squared_error: 26.6029 - output13_mean_squared_error: 33.6756 - output14_mean_squared_error: 28.0723 - output15_mean_squared_error: 38.0353 - output16_mean_squared_error: 24.4510 - output17_mean_squared_error: 39.3556 - output18_mean_squared_error: 20.2452 - output19_mean_squared_error: 15.6744 - output20_mean_squared_error: 24.7314 - output21_mean_squared_error: 43.3574 - output22_mean_squared_error: 29.2762 - output23_mean_squared_error: 19.1993 - output24_mean_squared_error: 30.9164 - output25_mean_squared_error: 35.0238 - output26_mean_squared_error: 19.2900 - output27_mean_squared_error: 37.8132 - output28_mean_squared_error: 31.6064 - output29_mean_squared_error: 42.5404 Epoch 257/2000 121/121 [==============================] - 0s 1ms/step - loss: 893.9181 - output00_loss: 15.8082 - output01_loss: 22.4169 - output02_loss: 33.2646 - output03_loss: 45.0083 - output04_loss: 37.7002 - output05_loss: 24.7778 - output06_loss: 34.3266 - output07_loss: 38.9757 - output08_loss: 22.5217 - output09_loss: 29.7565 - output10_loss: 23.3432 - output11_loss: 26.6762 - output12_loss: 26.5665 - output13_loss: 33.6599 - output14_loss: 28.0463 - output15_loss: 38.0121 - output16_loss: 24.4295 - output17_loss: 39.2831 - output18_loss: 20.2134 - output19_loss: 15.6664 - output20_loss: 24.7028 - output21_loss: 43.3064 - output22_loss: 29.2505 - output23_loss: 19.1803 - output24_loss: 30.8800 - output25_loss: 34.9893 - output26_loss: 19.2683 - output27_loss: 37.7801 - output28_loss: 31.5891 - output29_loss: 42.5184 - output00_mean_squared_error: 15.8082 - output01_mean_squared_error: 22.4169 - output02_mean_squared_error: 33.2646 - output03_mean_squared_error: 45.0083 - output04_mean_squared_error: 37.7002 - output05_mean_squared_error: 24.7778 - output06_mean_squared_error: 34.3266 - output07_mean_squared_error: 38.9757 - output08_mean_squared_error: 22.5217 - output09_mean_squared_error: 29.7565 - output10_mean_squared_error: 23.3432 - output11_mean_squared_error: 26.6762 - output12_mean_squared_error: 26.5665 - output13_mean_squared_error: 33.6599 - output14_mean_squared_error: 28.0463 - output15_mean_squared_error: 38.0121 - output16_mean_squared_error: 24.4295 - output17_mean_squared_error: 39.2831 - output18_mean_squared_error: 20.2134 - output19_mean_squared_error: 15.6664 - output20_mean_squared_error: 24.7028 - output21_mean_squared_error: 43.3064 - output22_mean_squared_error: 29.2505 - output23_mean_squared_error: 19.1803 - output24_mean_squared_error: 30.8800 - output25_mean_squared_error: 34.9893 - output26_mean_squared_error: 19.2683 - output27_mean_squared_error: 37.7801 - output28_mean_squared_error: 31.5891 - output29_mean_squared_error: 42.5184 Epoch 258/2000 121/121 [==============================] - 0s 1ms/step - loss: 893.0237 - output00_loss: 15.7915 - output01_loss: 22.3937 - output02_loss: 33.2303 - output03_loss: 44.9702 - output04_loss: 37.6830 - output05_loss: 24.7427 - output06_loss: 34.3023 - output07_loss: 38.9198 - output08_loss: 22.4908 - output09_loss: 29.7097 - output10_loss: 23.3233 - output11_loss: 26.6468 - output12_loss: 26.5302 - output13_loss: 33.6442 - output14_loss: 28.0203 - output15_loss: 37.9889 - output16_loss: 24.4082 - output17_loss: 39.2109 - output18_loss: 20.1817 - output19_loss: 15.6584 - output20_loss: 24.6743 - output21_loss: 43.2555 - output22_loss: 29.2250 - output23_loss: 19.1613 - output24_loss: 30.8438 - output25_loss: 34.9549 - output26_loss: 19.2467 - output27_loss: 37.7471 - output28_loss: 31.5718 - output29_loss: 42.4964 - output00_mean_squared_error: 15.7915 - output01_mean_squared_error: 22.3937 - output02_mean_squared_error: 33.2303 - output03_mean_squared_error: 44.9702 - output04_mean_squared_error: 37.6830 - output05_mean_squared_error: 24.7427 - output06_mean_squared_error: 34.3023 - output07_mean_squared_error: 38.9198 - output08_mean_squared_error: 22.4908 - output09_mean_squared_error: 29.7097 - output10_mean_squared_error: 23.3233 - output11_mean_squared_error: 26.6468 - output12_mean_squared_error: 26.5302 - output13_mean_squared_error: 33.6442 - output14_mean_squared_error: 28.0203 - output15_mean_squared_error: 37.9889 - output16_mean_squared_error: 24.4082 - output17_mean_squared_error: 39.2109 - output18_mean_squared_error: 20.1817 - output19_mean_squared_error: 15.6584 - output20_mean_squared_error: 24.6743 - output21_mean_squared_error: 43.2555 - output22_mean_squared_error: 29.2250 - output23_mean_squared_error: 19.1613 - output24_mean_squared_error: 30.8438 - output25_mean_squared_error: 34.9549 - output26_mean_squared_error: 19.2467 - output27_mean_squared_error: 37.7471 - output28_mean_squared_error: 31.5718 - output29_mean_squared_error: 42.4964 Epoch 259/2000 121/121 [==============================] - 0s 1ms/step - loss: 892.1325 - output00_loss: 15.7750 - output01_loss: 22.3705 - output02_loss: 33.1961 - output03_loss: 44.9322 - output04_loss: 37.6658 - output05_loss: 24.7079 - output06_loss: 34.2779 - output07_loss: 38.8641 - output08_loss: 22.4601 - output09_loss: 29.6630 - output10_loss: 23.3035 - output11_loss: 26.6176 - output12_loss: 26.4940 - output13_loss: 33.6285 - output14_loss: 27.9945 - output15_loss: 37.9658 - output16_loss: 24.3870 - output17_loss: 39.1390 - output18_loss: 20.1502 - output19_loss: 15.6504 - output20_loss: 24.6458 - output21_loss: 43.2048 - output22_loss: 29.1995 - output23_loss: 19.1425 - output24_loss: 30.8078 - output25_loss: 34.9207 - output26_loss: 19.2252 - output27_loss: 37.7143 - output28_loss: 31.5545 - output29_loss: 42.4743 - output00_mean_squared_error: 15.7750 - output01_mean_squared_error: 22.3705 - output02_mean_squared_error: 33.1961 - output03_mean_squared_error: 44.9322 - output04_mean_squared_error: 37.6658 - output05_mean_squared_error: 24.7079 - output06_mean_squared_error: 34.2779 - output07_mean_squared_error: 38.8641 - output08_mean_squared_error: 22.4601 - output09_mean_squared_error: 29.6630 - output10_mean_squared_error: 23.3035 - output11_mean_squared_error: 26.6176 - output12_mean_squared_error: 26.4940 - output13_mean_squared_error: 33.6285 - output14_mean_squared_error: 27.9945 - output15_mean_squared_error: 37.9658 - output16_mean_squared_error: 24.3870 - output17_mean_squared_error: 39.1390 - output18_mean_squared_error: 20.1502 - output19_mean_squared_error: 15.6504 - output20_mean_squared_error: 24.6458 - output21_mean_squared_error: 43.2048 - output22_mean_squared_error: 29.1995 - output23_mean_squared_error: 19.1425 - output24_mean_squared_error: 30.8078 - output25_mean_squared_error: 34.9207 - output26_mean_squared_error: 19.2252 - output27_mean_squared_error: 37.7143 - output28_mean_squared_error: 31.5545 - output29_mean_squared_error: 42.4743 Epoch 260/2000 121/121 [==============================] - 0s 1ms/step - loss: 891.2446 - output00_loss: 15.7585 - output01_loss: 22.3474 - output02_loss: 33.1620 - output03_loss: 44.8943 - output04_loss: 37.6486 - output05_loss: 24.6733 - output06_loss: 34.2535 - output07_loss: 38.8086 - output08_loss: 22.4295 - output09_loss: 29.6166 - output10_loss: 23.2838 - output11_loss: 26.5885 - output12_loss: 26.4579 - output13_loss: 33.6128 - output14_loss: 27.9687 - output15_loss: 37.9427 - output16_loss: 24.3659 - output17_loss: 39.0674 - output18_loss: 20.1188 - output19_loss: 15.6424 - output20_loss: 24.6174 - output21_loss: 43.1543 - output22_loss: 29.1741 - output23_loss: 19.1238 - output24_loss: 30.7720 - output25_loss: 34.8867 - output26_loss: 19.2038 - output27_loss: 37.6816 - output28_loss: 31.5372 - output29_loss: 42.4523 - output00_mean_squared_error: 15.7585 - output01_mean_squared_error: 22.3474 - output02_mean_squared_error: 33.1620 - output03_mean_squared_error: 44.8943 - output04_mean_squared_error: 37.6486 - output05_mean_squared_error: 24.6733 - output06_mean_squared_error: 34.2535 - output07_mean_squared_error: 38.8086 - output08_mean_squared_error: 22.4295 - output09_mean_squared_error: 29.6166 - output10_mean_squared_error: 23.2838 - output11_mean_squared_error: 26.5885 - output12_mean_squared_error: 26.4579 - output13_mean_squared_error: 33.6128 - output14_mean_squared_error: 27.9687 - output15_mean_squared_error: 37.9427 - output16_mean_squared_error: 24.3659 - output17_mean_squared_error: 39.0674 - output18_mean_squared_error: 20.1188 - output19_mean_squared_error: 15.6424 - output20_mean_squared_error: 24.6174 - output21_mean_squared_error: 43.1543 - output22_mean_squared_error: 29.1741 - output23_mean_squared_error: 19.1238 - output24_mean_squared_error: 30.7720 - output25_mean_squared_error: 34.8867 - output26_mean_squared_error: 19.2038 - output27_mean_squared_error: 37.6816 - output28_mean_squared_error: 31.5372 - output29_mean_squared_error: 42.4523 Epoch 261/2000 121/121 [==============================] - 0s 1ms/step - loss: 890.3597 - output00_loss: 15.7421 - output01_loss: 22.3243 - output02_loss: 33.1279 - output03_loss: 44.8565 - output04_loss: 37.6314 - output05_loss: 24.6389 - output06_loss: 34.2292 - output07_loss: 38.7533 - output08_loss: 22.3990 - output09_loss: 29.5704 - output10_loss: 23.2642 - output11_loss: 26.5596 - output12_loss: 26.4220 - output13_loss: 33.5972 - output14_loss: 27.9430 - output15_loss: 37.9197 - output16_loss: 24.3450 - output17_loss: 38.9961 - output18_loss: 20.0876 - output19_loss: 15.6345 - output20_loss: 24.5890 - output21_loss: 43.1040 - output22_loss: 29.1488 - output23_loss: 19.1052 - output24_loss: 30.7363 - output25_loss: 34.8529 - output26_loss: 19.1825 - output27_loss: 37.6490 - output28_loss: 31.5199 - output29_loss: 42.4303 - output00_mean_squared_error: 15.7421 - output01_mean_squared_error: 22.3243 - output02_mean_squared_error: 33.1279 - output03_mean_squared_error: 44.8565 - output04_mean_squared_error: 37.6314 - output05_mean_squared_error: 24.6389 - output06_mean_squared_error: 34.2292 - output07_mean_squared_error: 38.7533 - output08_mean_squared_error: 22.3990 - output09_mean_squared_error: 29.5704 - output10_mean_squared_error: 23.2642 - output11_mean_squared_error: 26.5596 - output12_mean_squared_error: 26.4220 - output13_mean_squared_error: 33.5972 - output14_mean_squared_error: 27.9430 - output15_mean_squared_error: 37.9197 - output16_mean_squared_error: 24.3450 - output17_mean_squared_error: 38.9961 - output18_mean_squared_error: 20.0876 - output19_mean_squared_error: 15.6345 - output20_mean_squared_error: 24.5890 - output21_mean_squared_error: 43.1040 - output22_mean_squared_error: 29.1488 - output23_mean_squared_error: 19.1052 - output24_mean_squared_error: 30.7363 - output25_mean_squared_error: 34.8529 - output26_mean_squared_error: 19.1825 - output27_mean_squared_error: 37.6490 - output28_mean_squared_error: 31.5199 - output29_mean_squared_error: 42.4303 Epoch 262/2000 121/121 [==============================] - 0s 922us/step - loss: 889.4780 - output00_loss: 15.7258 - output01_loss: 22.3013 - output02_loss: 33.0940 - output03_loss: 44.8188 - output04_loss: 37.6142 - output05_loss: 24.6047 - output06_loss: 34.2048 - output07_loss: 38.6982 - output08_loss: 22.3687 - output09_loss: 29.5243 - output10_loss: 23.2448 - output11_loss: 26.5308 - output12_loss: 26.3863 - output13_loss: 33.5815 - output14_loss: 27.9174 - output15_loss: 37.8967 - output16_loss: 24.3241 - output17_loss: 38.9250 - output18_loss: 20.0566 - output19_loss: 15.6265 - output20_loss: 24.5606 - output21_loss: 43.0539 - output22_loss: 29.1236 - output23_loss: 19.0866 - output24_loss: 30.7007 - output25_loss: 34.8193 - output26_loss: 19.1614 - output27_loss: 37.6165 - output28_loss: 31.5027 - output29_loss: 42.4082 - output00_mean_squared_error: 15.7258 - output01_mean_squared_error: 22.3013 - output02_mean_squared_error: 33.0940 - output03_mean_squared_error: 44.8188 - output04_mean_squared_error: 37.6142 - output05_mean_squared_error: 24.6047 - output06_mean_squared_error: 34.2048 - output07_mean_squared_error: 38.6982 - output08_mean_squared_error: 22.3687 - output09_mean_squared_error: 29.5243 - output10_mean_squared_error: 23.2448 - output11_mean_squared_error: 26.5308 - output12_mean_squared_error: 26.3863 - output13_mean_squared_error: 33.5815 - output14_mean_squared_error: 27.9174 - output15_mean_squared_error: 37.8967 - output16_mean_squared_error: 24.3241 - output17_mean_squared_error: 38.9250 - output18_mean_squared_error: 20.0566 - output19_mean_squared_error: 15.6265 - output20_mean_squared_error: 24.5606 - output21_mean_squared_error: 43.0539 - output22_mean_squared_error: 29.1236 - output23_mean_squared_error: 19.0866 - output24_mean_squared_error: 30.7007 - output25_mean_squared_error: 34.8193 - output26_mean_squared_error: 19.1614 - output27_mean_squared_error: 37.6165 - output28_mean_squared_error: 31.5027 - output29_mean_squared_error: 42.4082 Epoch 263/2000 121/121 [==============================] - 0s 853us/step - loss: 888.5997 - output00_loss: 15.7096 - output01_loss: 22.2783 - output02_loss: 33.0601 - output03_loss: 44.7812 - output04_loss: 37.5970 - output05_loss: 24.5708 - output06_loss: 34.1805 - output07_loss: 38.6433 - output08_loss: 22.3386 - output09_loss: 29.4785 - output10_loss: 23.2255 - output11_loss: 26.5021 - output12_loss: 26.3506 - output13_loss: 33.5659 - output14_loss: 27.8919 - output15_loss: 37.8738 - output16_loss: 24.3035 - output17_loss: 38.8543 - output18_loss: 20.0257 - output19_loss: 15.6185 - output20_loss: 24.5323 - output21_loss: 43.0039 - output22_loss: 29.0985 - output23_loss: 19.0682 - output24_loss: 30.6653 - output25_loss: 34.7858 - output26_loss: 19.1403 - output27_loss: 37.5842 - output28_loss: 31.4854 - output29_loss: 42.3862 - output00_mean_squared_error: 15.7096 - output01_mean_squared_error: 22.2783 - output02_mean_squared_error: 33.0601 - output03_mean_squared_error: 44.7812 - output04_mean_squared_error: 37.5970 - output05_mean_squared_error: 24.5708 - output06_mean_squared_error: 34.1805 - output07_mean_squared_error: 38.6433 - output08_mean_squared_error: 22.3386 - output09_mean_squared_error: 29.4785 - output10_mean_squared_error: 23.2255 - output11_mean_squared_error: 26.5021 - output12_mean_squared_error: 26.3506 - output13_mean_squared_error: 33.5659 - output14_mean_squared_error: 27.8919 - output15_mean_squared_error: 37.8738 - output16_mean_squared_error: 24.3035 - output17_mean_squared_error: 38.8543 - output18_mean_squared_error: 20.0257 - output19_mean_squared_error: 15.6185 - output20_mean_squared_error: 24.5323 - output21_mean_squared_error: 43.0039 - output22_mean_squared_error: 29.0985 - output23_mean_squared_error: 19.0682 - output24_mean_squared_error: 30.6653 - output25_mean_squared_error: 34.7858 - output26_mean_squared_error: 19.1403 - output27_mean_squared_error: 37.5842 - output28_mean_squared_error: 31.4854 - output29_mean_squared_error: 42.3862 Epoch 264/2000 121/121 [==============================] - 0s 719us/step - loss: 887.7244 - output00_loss: 15.6935 - output01_loss: 22.2553 - output02_loss: 33.0264 - output03_loss: 44.7437 - output04_loss: 37.5798 - output05_loss: 24.5370 - output06_loss: 34.1561 - output07_loss: 38.5886 - output08_loss: 22.3085 - output09_loss: 29.4328 - output10_loss: 23.2063 - output11_loss: 26.4736 - output12_loss: 26.3151 - output13_loss: 33.5503 - output14_loss: 27.8665 - output15_loss: 37.8509 - output16_loss: 24.2829 - output17_loss: 38.7838 - output18_loss: 19.9950 - output19_loss: 15.6106 - output20_loss: 24.5040 - output21_loss: 42.9541 - output22_loss: 29.0735 - output23_loss: 19.0499 - output24_loss: 30.6301 - output25_loss: 34.7526 - output26_loss: 19.1194 - output27_loss: 37.5519 - output28_loss: 31.4681 - output29_loss: 42.3641 - output00_mean_squared_error: 15.6935 - output01_mean_squared_error: 22.2553 - output02_mean_squared_error: 33.0264 - output03_mean_squared_error: 44.7437 - output04_mean_squared_error: 37.5798 - output05_mean_squared_error: 24.5370 - output06_mean_squared_error: 34.1561 - output07_mean_squared_error: 38.5886 - output08_mean_squared_error: 22.3085 - output09_mean_squared_error: 29.4328 - output10_mean_squared_error: 23.2063 - output11_mean_squared_error: 26.4736 - output12_mean_squared_error: 26.3151 - output13_mean_squared_error: 33.5503 - output14_mean_squared_error: 27.8665 - output15_mean_squared_error: 37.8509 - output16_mean_squared_error: 24.2829 - output17_mean_squared_error: 38.7838 - output18_mean_squared_error: 19.9950 - output19_mean_squared_error: 15.6106 - output20_mean_squared_error: 24.5040 - output21_mean_squared_error: 42.9541 - output22_mean_squared_error: 29.0735 - output23_mean_squared_error: 19.0499 - output24_mean_squared_error: 30.6301 - output25_mean_squared_error: 34.7526 - output26_mean_squared_error: 19.1194 - output27_mean_squared_error: 37.5519 - output28_mean_squared_error: 31.4681 - output29_mean_squared_error: 42.3641 Epoch 265/2000 121/121 [==============================] - 0s 1ms/step - loss: 886.8522 - output00_loss: 15.6774 - output01_loss: 22.2325 - output02_loss: 32.9927 - output03_loss: 44.7063 - output04_loss: 37.5626 - output05_loss: 24.5035 - output06_loss: 34.1318 - output07_loss: 38.5340 - output08_loss: 22.2786 - output09_loss: 29.3874 - output10_loss: 23.1872 - output11_loss: 26.4452 - output12_loss: 26.2798 - output13_loss: 33.5347 - output14_loss: 27.8412 - output15_loss: 37.8280 - output16_loss: 24.2624 - output17_loss: 38.7136 - output18_loss: 19.9645 - output19_loss: 15.6026 - output20_loss: 24.4757 - output21_loss: 42.9045 - output22_loss: 29.0486 - output23_loss: 19.0316 - output24_loss: 30.5950 - output25_loss: 34.7195 - output26_loss: 19.0985 - output27_loss: 37.5198 - output28_loss: 31.4508 - output29_loss: 42.3421 - output00_mean_squared_error: 15.6774 - output01_mean_squared_error: 22.2325 - output02_mean_squared_error: 32.9927 - output03_mean_squared_error: 44.7063 - output04_mean_squared_error: 37.5626 - output05_mean_squared_error: 24.5035 - output06_mean_squared_error: 34.1318 - output07_mean_squared_error: 38.5340 - output08_mean_squared_error: 22.2786 - output09_mean_squared_error: 29.3874 - output10_mean_squared_error: 23.1872 - output11_mean_squared_error: 26.4452 - output12_mean_squared_error: 26.2798 - output13_mean_squared_error: 33.5347 - output14_mean_squared_error: 27.8412 - output15_mean_squared_error: 37.8280 - output16_mean_squared_error: 24.2624 - output17_mean_squared_error: 38.7136 - output18_mean_squared_error: 19.9645 - output19_mean_squared_error: 15.6026 - output20_mean_squared_error: 24.4757 - output21_mean_squared_error: 42.9045 - output22_mean_squared_error: 29.0486 - output23_mean_squared_error: 19.0316 - output24_mean_squared_error: 30.5950 - output25_mean_squared_error: 34.7195 - output26_mean_squared_error: 19.0985 - output27_mean_squared_error: 37.5198 - output28_mean_squared_error: 31.4508 - output29_mean_squared_error: 42.3421 Epoch 266/2000 121/121 [==============================] - 0s 844us/step - loss: 885.9832 - output00_loss: 15.6615 - output01_loss: 22.2096 - output02_loss: 32.9591 - output03_loss: 44.6691 - output04_loss: 37.5455 - output05_loss: 24.4701 - output06_loss: 34.1074 - output07_loss: 38.4797 - output08_loss: 22.2489 - output09_loss: 29.3422 - output10_loss: 23.1682 - output11_loss: 26.4170 - output12_loss: 26.2446 - output13_loss: 33.5191 - output14_loss: 27.8159 - output15_loss: 37.8052 - output16_loss: 24.2421 - output17_loss: 38.6437 - output18_loss: 19.9341 - output19_loss: 15.5947 - output20_loss: 24.4475 - output21_loss: 42.8550 - output22_loss: 29.0237 - output23_loss: 19.0135 - output24_loss: 30.5600 - output25_loss: 34.6866 - output26_loss: 19.0778 - output27_loss: 37.4879 - output28_loss: 31.4336 - output29_loss: 42.3200 - output00_mean_squared_error: 15.6615 - output01_mean_squared_error: 22.2096 - output02_mean_squared_error: 32.9591 - output03_mean_squared_error: 44.6691 - output04_mean_squared_error: 37.5455 - output05_mean_squared_error: 24.4701 - output06_mean_squared_error: 34.1074 - output07_mean_squared_error: 38.4797 - output08_mean_squared_error: 22.2489 - output09_mean_squared_error: 29.3422 - output10_mean_squared_error: 23.1682 - output11_mean_squared_error: 26.4170 - output12_mean_squared_error: 26.2446 - output13_mean_squared_error: 33.5191 - output14_mean_squared_error: 27.8159 - output15_mean_squared_error: 37.8052 - output16_mean_squared_error: 24.2421 - output17_mean_squared_error: 38.6437 - output18_mean_squared_error: 19.9341 - output19_mean_squared_error: 15.5947 - output20_mean_squared_error: 24.4475 - output21_mean_squared_error: 42.8550 - output22_mean_squared_error: 29.0237 - output23_mean_squared_error: 19.0135 - output24_mean_squared_error: 30.5600 - output25_mean_squared_error: 34.6866 - output26_mean_squared_error: 19.0778 - output27_mean_squared_error: 37.4879 - output28_mean_squared_error: 31.4336 - output29_mean_squared_error: 42.3200 Epoch 267/2000 121/121 [==============================] - 0s 791us/step - loss: 885.1174 - output00_loss: 15.6456 - output01_loss: 22.1868 - output02_loss: 32.9256 - output03_loss: 44.6319 - output04_loss: 37.5283 - output05_loss: 24.4370 - output06_loss: 34.0831 - output07_loss: 38.4256 - output08_loss: 22.2192 - output09_loss: 29.2971 - output10_loss: 23.1493 - output11_loss: 26.3889 - output12_loss: 26.2095 - output13_loss: 33.5035 - output14_loss: 27.7908 - output15_loss: 37.7824 - output16_loss: 24.2219 - output17_loss: 38.5741 - output18_loss: 19.9039 - output19_loss: 15.5867 - output20_loss: 24.4194 - output21_loss: 42.8058 - output22_loss: 28.9990 - output23_loss: 18.9954 - output24_loss: 30.5252 - output25_loss: 34.6538 - output26_loss: 19.0572 - output27_loss: 37.4560 - output28_loss: 31.4163 - output29_loss: 42.2979 - output00_mean_squared_error: 15.6456 - output01_mean_squared_error: 22.1868 - output02_mean_squared_error: 32.9256 - output03_mean_squared_error: 44.6319 - output04_mean_squared_error: 37.5283 - output05_mean_squared_error: 24.4370 - output06_mean_squared_error: 34.0831 - output07_mean_squared_error: 38.4256 - output08_mean_squared_error: 22.2192 - output09_mean_squared_error: 29.2971 - output10_mean_squared_error: 23.1493 - output11_mean_squared_error: 26.3889 - output12_mean_squared_error: 26.2095 - output13_mean_squared_error: 33.5035 - output14_mean_squared_error: 27.7908 - output15_mean_squared_error: 37.7824 - output16_mean_squared_error: 24.2219 - output17_mean_squared_error: 38.5741 - output18_mean_squared_error: 19.9039 - output19_mean_squared_error: 15.5867 - output20_mean_squared_error: 24.4194 - output21_mean_squared_error: 42.8058 - output22_mean_squared_error: 28.9990 - output23_mean_squared_error: 18.9954 - output24_mean_squared_error: 30.5252 - output25_mean_squared_error: 34.6538 - output26_mean_squared_error: 19.0572 - output27_mean_squared_error: 37.4560 - output28_mean_squared_error: 31.4163 - output29_mean_squared_error: 42.2979 Epoch 268/2000 121/121 [==============================] - 0s 1ms/step - loss: 884.2545 - output00_loss: 15.6298 - output01_loss: 22.1641 - output02_loss: 32.8922 - output03_loss: 44.5948 - output04_loss: 37.5111 - output05_loss: 24.4040 - output06_loss: 34.0588 - output07_loss: 38.3716 - output08_loss: 22.1898 - output09_loss: 29.2523 - output10_loss: 23.1306 - output11_loss: 26.3609 - output12_loss: 26.1745 - output13_loss: 33.4880 - output14_loss: 27.7657 - output15_loss: 37.7597 - output16_loss: 24.2018 - output17_loss: 38.5048 - output18_loss: 19.8738 - output19_loss: 15.5788 - output20_loss: 24.3913 - output21_loss: 42.7567 - output22_loss: 28.9743 - output23_loss: 18.9775 - output24_loss: 30.4906 - output25_loss: 34.6213 - output26_loss: 19.0366 - output27_loss: 37.4243 - output28_loss: 31.3990 - output29_loss: 42.2759 - output00_mean_squared_error: 15.6298 - output01_mean_squared_error: 22.1641 - output02_mean_squared_error: 32.8922 - output03_mean_squared_error: 44.5948 - output04_mean_squared_error: 37.5111 - output05_mean_squared_error: 24.4040 - output06_mean_squared_error: 34.0588 - output07_mean_squared_error: 38.3716 - output08_mean_squared_error: 22.1898 - output09_mean_squared_error: 29.2523 - output10_mean_squared_error: 23.1306 - output11_mean_squared_error: 26.3609 - output12_mean_squared_error: 26.1745 - output13_mean_squared_error: 33.4880 - output14_mean_squared_error: 27.7657 - output15_mean_squared_error: 37.7597 - output16_mean_squared_error: 24.2018 - output17_mean_squared_error: 38.5048 - output18_mean_squared_error: 19.8738 - output19_mean_squared_error: 15.5788 - output20_mean_squared_error: 24.3913 - output21_mean_squared_error: 42.7567 - output22_mean_squared_error: 28.9743 - output23_mean_squared_error: 18.9775 - output24_mean_squared_error: 30.4906 - output25_mean_squared_error: 34.6213 - output26_mean_squared_error: 19.0366 - output27_mean_squared_error: 37.4243 - output28_mean_squared_error: 31.3990 - output29_mean_squared_error: 42.2759 Epoch 269/2000 121/121 [==============================] - 0s 1ms/step - loss: 883.3949 - output00_loss: 15.6142 - output01_loss: 22.1414 - output02_loss: 32.8588 - output03_loss: 44.5579 - output04_loss: 37.4939 - output05_loss: 24.3713 - output06_loss: 34.0344 - output07_loss: 38.3179 - output08_loss: 22.1604 - output09_loss: 29.2076 - output10_loss: 23.1120 - output11_loss: 26.3331 - output12_loss: 26.1397 - output13_loss: 33.4724 - output14_loss: 27.7407 - output15_loss: 37.7370 - output16_loss: 24.1819 - output17_loss: 38.4358 - output18_loss: 19.8439 - output19_loss: 15.5708 - output20_loss: 24.3632 - output21_loss: 42.7077 - output22_loss: 28.9498 - output23_loss: 18.9596 - output24_loss: 30.4561 - output25_loss: 34.5889 - output26_loss: 19.0162 - output27_loss: 37.3927 - output28_loss: 31.3818 - output29_loss: 42.2538 - output00_mean_squared_error: 15.6142 - output01_mean_squared_error: 22.1414 - output02_mean_squared_error: 32.8588 - output03_mean_squared_error: 44.5579 - output04_mean_squared_error: 37.4939 - output05_mean_squared_error: 24.3713 - output06_mean_squared_error: 34.0344 - output07_mean_squared_error: 38.3179 - output08_mean_squared_error: 22.1604 - output09_mean_squared_error: 29.2076 - output10_mean_squared_error: 23.1120 - output11_mean_squared_error: 26.3331 - output12_mean_squared_error: 26.1397 - output13_mean_squared_error: 33.4724 - output14_mean_squared_error: 27.7407 - output15_mean_squared_error: 37.7370 - output16_mean_squared_error: 24.1819 - output17_mean_squared_error: 38.4358 - output18_mean_squared_error: 19.8439 - output19_mean_squared_error: 15.5708 - output20_mean_squared_error: 24.3632 - output21_mean_squared_error: 42.7077 - output22_mean_squared_error: 28.9498 - output23_mean_squared_error: 18.9596 - output24_mean_squared_error: 30.4561 - output25_mean_squared_error: 34.5889 - output26_mean_squared_error: 19.0162 - output27_mean_squared_error: 37.3927 - output28_mean_squared_error: 31.3818 - output29_mean_squared_error: 42.2538 Epoch 270/2000 121/121 [==============================] - 0s 604us/step - loss: 882.5382 - output00_loss: 15.5985 - output01_loss: 22.1188 - output02_loss: 32.8256 - output03_loss: 44.5210 - output04_loss: 37.4767 - output05_loss: 24.3388 - output06_loss: 34.0101 - output07_loss: 38.2643 - output08_loss: 22.1312 - output09_loss: 29.1631 - output10_loss: 23.0934 - output11_loss: 26.3054 - output12_loss: 26.1050 - output13_loss: 33.4569 - output14_loss: 27.7158 - output15_loss: 37.7144 - output16_loss: 24.1620 - output17_loss: 38.3670 - output18_loss: 19.8141 - output19_loss: 15.5629 - output20_loss: 24.3352 - output21_loss: 42.6590 - output22_loss: 28.9253 - output23_loss: 18.9418 - output24_loss: 30.4218 - output25_loss: 34.5567 - output26_loss: 18.9959 - output27_loss: 37.3612 - output28_loss: 31.3645 - output29_loss: 42.2317 - output00_mean_squared_error: 15.5985 - output01_mean_squared_error: 22.1188 - output02_mean_squared_error: 32.8256 - output03_mean_squared_error: 44.5210 - output04_mean_squared_error: 37.4767 - output05_mean_squared_error: 24.3388 - output06_mean_squared_error: 34.0101 - output07_mean_squared_error: 38.2643 - output08_mean_squared_error: 22.1312 - output09_mean_squared_error: 29.1631 - output10_mean_squared_error: 23.0934 - output11_mean_squared_error: 26.3054 - output12_mean_squared_error: 26.1050 - output13_mean_squared_error: 33.4569 - output14_mean_squared_error: 27.7158 - output15_mean_squared_error: 37.7144 - output16_mean_squared_error: 24.1620 - output17_mean_squared_error: 38.3670 - output18_mean_squared_error: 19.8141 - output19_mean_squared_error: 15.5629 - output20_mean_squared_error: 24.3352 - output21_mean_squared_error: 42.6590 - output22_mean_squared_error: 28.9253 - output23_mean_squared_error: 18.9418 - output24_mean_squared_error: 30.4218 - output25_mean_squared_error: 34.5567 - output26_mean_squared_error: 18.9959 - output27_mean_squared_error: 37.3612 - output28_mean_squared_error: 31.3645 - output29_mean_squared_error: 42.2317 Epoch 271/2000 121/121 [==============================] - 0s 1ms/step - loss: 881.6847 - output00_loss: 15.5830 - output01_loss: 22.0962 - output02_loss: 32.7925 - output03_loss: 44.4843 - output04_loss: 37.4596 - output05_loss: 24.3064 - output06_loss: 33.9858 - output07_loss: 38.2110 - output08_loss: 22.1021 - output09_loss: 29.1189 - output10_loss: 23.0750 - output11_loss: 26.2778 - output12_loss: 26.0704 - output13_loss: 33.4414 - output14_loss: 27.6910 - output15_loss: 37.6918 - output16_loss: 24.1423 - output17_loss: 38.2985 - output18_loss: 19.7845 - output19_loss: 15.5550 - output20_loss: 24.3072 - output21_loss: 42.6104 - output22_loss: 28.9009 - output23_loss: 18.9242 - output24_loss: 30.3876 - output25_loss: 34.5246 - output26_loss: 18.9757 - output27_loss: 37.3299 - output28_loss: 31.3472 - output29_loss: 42.2096 - output00_mean_squared_error: 15.5830 - output01_mean_squared_error: 22.0962 - output02_mean_squared_error: 32.7925 - output03_mean_squared_error: 44.4843 - output04_mean_squared_error: 37.4596 - output05_mean_squared_error: 24.3064 - output06_mean_squared_error: 33.9858 - output07_mean_squared_error: 38.2110 - output08_mean_squared_error: 22.1021 - output09_mean_squared_error: 29.1189 - output10_mean_squared_error: 23.0750 - output11_mean_squared_error: 26.2778 - output12_mean_squared_error: 26.0704 - output13_mean_squared_error: 33.4414 - output14_mean_squared_error: 27.6910 - output15_mean_squared_error: 37.6918 - output16_mean_squared_error: 24.1423 - output17_mean_squared_error: 38.2985 - output18_mean_squared_error: 19.7845 - output19_mean_squared_error: 15.5550 - output20_mean_squared_error: 24.3072 - output21_mean_squared_error: 42.6104 - output22_mean_squared_error: 28.9009 - output23_mean_squared_error: 18.9242 - output24_mean_squared_error: 30.3876 - output25_mean_squared_error: 34.5246 - output26_mean_squared_error: 18.9757 - output27_mean_squared_error: 37.3299 - output28_mean_squared_error: 31.3472 - output29_mean_squared_error: 42.2096 Epoch 272/2000 121/121 [==============================] - 0s 1ms/step - loss: 880.8342 - output00_loss: 15.5676 - output01_loss: 22.0736 - output02_loss: 32.7594 - output03_loss: 44.4476 - output04_loss: 37.4424 - output05_loss: 24.2743 - output06_loss: 33.9614 - output07_loss: 38.1578 - output08_loss: 22.0731 - output09_loss: 29.0748 - output10_loss: 23.0567 - output11_loss: 26.2504 - output12_loss: 26.0360 - output13_loss: 33.4259 - output14_loss: 27.6663 - output15_loss: 37.6693 - output16_loss: 24.1227 - output17_loss: 38.2303 - output18_loss: 19.7550 - output19_loss: 15.5471 - output20_loss: 24.2792 - output21_loss: 42.5620 - output22_loss: 28.8766 - output23_loss: 18.9066 - output24_loss: 30.3536 - output25_loss: 34.4928 - output26_loss: 18.9556 - output27_loss: 37.2986 - output28_loss: 31.3300 - output29_loss: 42.1876 - output00_mean_squared_error: 15.5676 - output01_mean_squared_error: 22.0736 - output02_mean_squared_error: 32.7594 - output03_mean_squared_error: 44.4476 - output04_mean_squared_error: 37.4424 - output05_mean_squared_error: 24.2743 - output06_mean_squared_error: 33.9614 - output07_mean_squared_error: 38.1578 - output08_mean_squared_error: 22.0731 - output09_mean_squared_error: 29.0748 - output10_mean_squared_error: 23.0567 - output11_mean_squared_error: 26.2504 - output12_mean_squared_error: 26.0360 - output13_mean_squared_error: 33.4259 - output14_mean_squared_error: 27.6663 - output15_mean_squared_error: 37.6693 - output16_mean_squared_error: 24.1227 - output17_mean_squared_error: 38.2303 - output18_mean_squared_error: 19.7550 - output19_mean_squared_error: 15.5471 - output20_mean_squared_error: 24.2792 - output21_mean_squared_error: 42.5620 - output22_mean_squared_error: 28.8766 - output23_mean_squared_error: 18.9066 - output24_mean_squared_error: 30.3536 - output25_mean_squared_error: 34.4928 - output26_mean_squared_error: 18.9556 - output27_mean_squared_error: 37.2986 - output28_mean_squared_error: 31.3300 - output29_mean_squared_error: 42.1876 Epoch 273/2000 121/121 [==============================] - 0s 1ms/step - loss: 879.9867 - output00_loss: 15.5522 - output01_loss: 22.0511 - output02_loss: 32.7264 - output03_loss: 44.4111 - output04_loss: 37.4252 - output05_loss: 24.2423 - output06_loss: 33.9371 - output07_loss: 38.1048 - output08_loss: 22.0443 - output09_loss: 29.0309 - output10_loss: 23.0385 - output11_loss: 26.2231 - output12_loss: 26.0017 - output13_loss: 33.4104 - output14_loss: 27.6416 - output15_loss: 37.6468 - output16_loss: 24.1033 - output17_loss: 38.1624 - output18_loss: 19.7257 - output19_loss: 15.5391 - output20_loss: 24.2513 - output21_loss: 42.5138 - output22_loss: 28.8524 - output23_loss: 18.8891 - output24_loss: 30.3197 - output25_loss: 34.4611 - output26_loss: 18.9355 - output27_loss: 37.2675 - output28_loss: 31.3127 - output29_loss: 42.1655 - output00_mean_squared_error: 15.5522 - output01_mean_squared_error: 22.0511 - output02_mean_squared_error: 32.7264 - output03_mean_squared_error: 44.4111 - output04_mean_squared_error: 37.4252 - output05_mean_squared_error: 24.2423 - output06_mean_squared_error: 33.9371 - output07_mean_squared_error: 38.1048 - output08_mean_squared_error: 22.0443 - output09_mean_squared_error: 29.0309 - output10_mean_squared_error: 23.0385 - output11_mean_squared_error: 26.2231 - output12_mean_squared_error: 26.0017 - output13_mean_squared_error: 33.4104 - output14_mean_squared_error: 27.6416 - output15_mean_squared_error: 37.6468 - output16_mean_squared_error: 24.1033 - output17_mean_squared_error: 38.1624 - output18_mean_squared_error: 19.7257 - output19_mean_squared_error: 15.5391 - output20_mean_squared_error: 24.2513 - output21_mean_squared_error: 42.5138 - output22_mean_squared_error: 28.8524 - output23_mean_squared_error: 18.8891 - output24_mean_squared_error: 30.3197 - output25_mean_squared_error: 34.4611 - output26_mean_squared_error: 18.9355 - output27_mean_squared_error: 37.2675 - output28_mean_squared_error: 31.3127 - output29_mean_squared_error: 42.1655 Epoch 274/2000 121/121 [==============================] - 0s 471us/step - loss: 879.1425 - output00_loss: 15.5369 - output01_loss: 22.0287 - output02_loss: 32.6936 - output03_loss: 44.3746 - output04_loss: 37.4081 - output05_loss: 24.2106 - output06_loss: 33.9128 - output07_loss: 38.0520 - output08_loss: 22.0156 - output09_loss: 28.9872 - output10_loss: 23.0204 - output11_loss: 26.1959 - output12_loss: 25.9675 - output13_loss: 33.3949 - output14_loss: 27.6170 - output15_loss: 37.6243 - output16_loss: 24.0839 - output17_loss: 38.0948 - output18_loss: 19.6966 - output19_loss: 15.5312 - output20_loss: 24.2234 - output21_loss: 42.4657 - output22_loss: 28.8283 - output23_loss: 18.8717 - output24_loss: 30.2859 - output25_loss: 34.4296 - output26_loss: 18.9156 - output27_loss: 37.2365 - output28_loss: 31.2955 - output29_loss: 42.1434 - output00_mean_squared_error: 15.5369 - output01_mean_squared_error: 22.0287 - output02_mean_squared_error: 32.6936 - output03_mean_squared_error: 44.3746 - output04_mean_squared_error: 37.4081 - output05_mean_squared_error: 24.2106 - output06_mean_squared_error: 33.9128 - output07_mean_squared_error: 38.0520 - output08_mean_squared_error: 22.0156 - output09_mean_squared_error: 28.9872 - output10_mean_squared_error: 23.0204 - output11_mean_squared_error: 26.1959 - output12_mean_squared_error: 25.9675 - output13_mean_squared_error: 33.3949 - output14_mean_squared_error: 27.6170 - output15_mean_squared_error: 37.6243 - output16_mean_squared_error: 24.0839 - output17_mean_squared_error: 38.0948 - output18_mean_squared_error: 19.6966 - output19_mean_squared_error: 15.5312 - output20_mean_squared_error: 24.2234 - output21_mean_squared_error: 42.4657 - output22_mean_squared_error: 28.8283 - output23_mean_squared_error: 18.8717 - output24_mean_squared_error: 30.2859 - output25_mean_squared_error: 34.4296 - output26_mean_squared_error: 18.9156 - output27_mean_squared_error: 37.2365 - output28_mean_squared_error: 31.2955 - output29_mean_squared_error: 42.1434 Epoch 275/2000 121/121 [==============================] - 0s 705us/step - loss: 878.3010 - output00_loss: 15.5217 - output01_loss: 22.0063 - output02_loss: 32.6608 - output03_loss: 44.3383 - output04_loss: 37.3909 - output05_loss: 24.1790 - output06_loss: 33.8885 - output07_loss: 37.9994 - output08_loss: 21.9870 - output09_loss: 28.9437 - output10_loss: 23.0024 - output11_loss: 26.1688 - output12_loss: 25.9334 - output13_loss: 33.3795 - output14_loss: 27.5926 - output15_loss: 37.6019 - output16_loss: 24.0647 - output17_loss: 38.0274 - output18_loss: 19.6676 - output19_loss: 15.5233 - output20_loss: 24.1956 - output21_loss: 42.4178 - output22_loss: 28.8042 - output23_loss: 18.8544 - output24_loss: 30.2523 - output25_loss: 34.3982 - output26_loss: 18.8958 - output27_loss: 37.2057 - output28_loss: 31.2783 - output29_loss: 42.1213 - output00_mean_squared_error: 15.5217 - output01_mean_squared_error: 22.0063 - output02_mean_squared_error: 32.6608 - output03_mean_squared_error: 44.3383 - output04_mean_squared_error: 37.3909 - output05_mean_squared_error: 24.1790 - output06_mean_squared_error: 33.8885 - output07_mean_squared_error: 37.9994 - output08_mean_squared_error: 21.9870 - output09_mean_squared_error: 28.9437 - output10_mean_squared_error: 23.0024 - output11_mean_squared_error: 26.1688 - output12_mean_squared_error: 25.9334 - output13_mean_squared_error: 33.3795 - output14_mean_squared_error: 27.5926 - output15_mean_squared_error: 37.6019 - output16_mean_squared_error: 24.0647 - output17_mean_squared_error: 38.0274 - output18_mean_squared_error: 19.6676 - output19_mean_squared_error: 15.5233 - output20_mean_squared_error: 24.1956 - output21_mean_squared_error: 42.4178 - output22_mean_squared_error: 28.8042 - output23_mean_squared_error: 18.8544 - output24_mean_squared_error: 30.2523 - output25_mean_squared_error: 34.3982 - output26_mean_squared_error: 18.8958 - output27_mean_squared_error: 37.2057 - output28_mean_squared_error: 31.2783 - output29_mean_squared_error: 42.1213 Epoch 276/2000 121/121 [==============================] - 0s 849us/step - loss: 877.4626 - output00_loss: 15.5066 - output01_loss: 21.9840 - output02_loss: 32.6281 - output03_loss: 44.3020 - output04_loss: 37.3737 - output05_loss: 24.1477 - output06_loss: 33.8642 - output07_loss: 37.9470 - output08_loss: 21.9586 - output09_loss: 28.9004 - output10_loss: 22.9846 - output11_loss: 26.1419 - output12_loss: 25.8995 - output13_loss: 33.3641 - output14_loss: 27.5682 - output15_loss: 37.5795 - output16_loss: 24.0455 - output17_loss: 37.9604 - output18_loss: 19.6387 - output19_loss: 15.5154 - output20_loss: 24.1678 - output21_loss: 42.3701 - output22_loss: 28.7803 - output23_loss: 18.8372 - output24_loss: 30.2189 - output25_loss: 34.3670 - output26_loss: 18.8761 - output27_loss: 37.1749 - output28_loss: 31.2610 - output29_loss: 42.0992 - output00_mean_squared_error: 15.5066 - output01_mean_squared_error: 21.9840 - output02_mean_squared_error: 32.6281 - output03_mean_squared_error: 44.3020 - output04_mean_squared_error: 37.3737 - output05_mean_squared_error: 24.1477 - output06_mean_squared_error: 33.8642 - output07_mean_squared_error: 37.9470 - output08_mean_squared_error: 21.9586 - output09_mean_squared_error: 28.9004 - output10_mean_squared_error: 22.9846 - output11_mean_squared_error: 26.1419 - output12_mean_squared_error: 25.8995 - output13_mean_squared_error: 33.3641 - output14_mean_squared_error: 27.5682 - output15_mean_squared_error: 37.5795 - output16_mean_squared_error: 24.0455 - output17_mean_squared_error: 37.9604 - output18_mean_squared_error: 19.6387 - output19_mean_squared_error: 15.5154 - output20_mean_squared_error: 24.1678 - output21_mean_squared_error: 42.3701 - output22_mean_squared_error: 28.7803 - output23_mean_squared_error: 18.8372 - output24_mean_squared_error: 30.2189 - output25_mean_squared_error: 34.3670 - output26_mean_squared_error: 18.8761 - output27_mean_squared_error: 37.1749 - output28_mean_squared_error: 31.2610 - output29_mean_squared_error: 42.0992 Epoch 277/2000 121/121 [==============================] - 0s 1ms/step - loss: 876.6272 - output00_loss: 15.4916 - output01_loss: 21.9617 - output02_loss: 32.5955 - output03_loss: 44.2659 - output04_loss: 37.3566 - output05_loss: 24.1165 - output06_loss: 33.8399 - output07_loss: 37.8948 - output08_loss: 21.9302 - output09_loss: 28.8573 - output10_loss: 22.9668 - output11_loss: 26.1152 - output12_loss: 25.8657 - output13_loss: 33.3486 - output14_loss: 27.5438 - output15_loss: 37.5572 - output16_loss: 24.0265 - output17_loss: 37.8936 - output18_loss: 19.6100 - output19_loss: 15.5075 - output20_loss: 24.1401 - output21_loss: 42.3225 - output22_loss: 28.7564 - output23_loss: 18.8200 - output24_loss: 30.1856 - output25_loss: 34.3360 - output26_loss: 18.8565 - output27_loss: 37.1443 - output28_loss: 31.2438 - output29_loss: 42.0771 - output00_mean_squared_error: 15.4916 - output01_mean_squared_error: 21.9617 - output02_mean_squared_error: 32.5955 - output03_mean_squared_error: 44.2659 - output04_mean_squared_error: 37.3566 - output05_mean_squared_error: 24.1165 - output06_mean_squared_error: 33.8399 - output07_mean_squared_error: 37.8948 - output08_mean_squared_error: 21.9302 - output09_mean_squared_error: 28.8573 - output10_mean_squared_error: 22.9668 - output11_mean_squared_error: 26.1152 - output12_mean_squared_error: 25.8657 - output13_mean_squared_error: 33.3486 - output14_mean_squared_error: 27.5438 - output15_mean_squared_error: 37.5572 - output16_mean_squared_error: 24.0265 - output17_mean_squared_error: 37.8936 - output18_mean_squared_error: 19.6100 - output19_mean_squared_error: 15.5075 - output20_mean_squared_error: 24.1401 - output21_mean_squared_error: 42.3225 - output22_mean_squared_error: 28.7564 - output23_mean_squared_error: 18.8200 - output24_mean_squared_error: 30.1856 - output25_mean_squared_error: 34.3360 - output26_mean_squared_error: 18.8565 - output27_mean_squared_error: 37.1443 - output28_mean_squared_error: 31.2438 - output29_mean_squared_error: 42.0771 Epoch 278/2000 121/121 [==============================] - 0s 542us/step - loss: 875.7950 - output00_loss: 15.4766 - output01_loss: 21.9394 - output02_loss: 32.5630 - output03_loss: 44.2298 - output04_loss: 37.3394 - output05_loss: 24.0855 - output06_loss: 33.8156 - output07_loss: 37.8428 - output08_loss: 21.9021 - output09_loss: 28.8144 - output10_loss: 22.9491 - output11_loss: 26.0885 - output12_loss: 25.8321 - output13_loss: 33.3332 - output14_loss: 27.5196 - output15_loss: 37.5349 - output16_loss: 24.0076 - output17_loss: 37.8270 - output18_loss: 19.5815 - output19_loss: 15.4996 - output20_loss: 24.1124 - output21_loss: 42.2751 - output22_loss: 28.7327 - output23_loss: 18.8030 - output24_loss: 30.1524 - output25_loss: 34.3051 - output26_loss: 18.8370 - output27_loss: 37.1138 - output28_loss: 31.2266 - output29_loss: 42.0550 - output00_mean_squared_error: 15.4766 - output01_mean_squared_error: 21.9394 - output02_mean_squared_error: 32.5630 - output03_mean_squared_error: 44.2298 - output04_mean_squared_error: 37.3394 - output05_mean_squared_error: 24.0855 - output06_mean_squared_error: 33.8156 - output07_mean_squared_error: 37.8428 - output08_mean_squared_error: 21.9021 - output09_mean_squared_error: 28.8144 - output10_mean_squared_error: 22.9491 - output11_mean_squared_error: 26.0885 - output12_mean_squared_error: 25.8321 - output13_mean_squared_error: 33.3332 - output14_mean_squared_error: 27.5196 - output15_mean_squared_error: 37.5349 - output16_mean_squared_error: 24.0076 - output17_mean_squared_error: 37.8270 - output18_mean_squared_error: 19.5815 - output19_mean_squared_error: 15.4996 - output20_mean_squared_error: 24.1124 - output21_mean_squared_error: 42.2751 - output22_mean_squared_error: 28.7327 - output23_mean_squared_error: 18.8030 - output24_mean_squared_error: 30.1524 - output25_mean_squared_error: 34.3051 - output26_mean_squared_error: 18.8370 - output27_mean_squared_error: 37.1138 - output28_mean_squared_error: 31.2266 - output29_mean_squared_error: 42.0550 Epoch 279/2000 121/121 [==============================] - 0s 1ms/step - loss: 874.9656 - output00_loss: 15.4618 - output01_loss: 21.9173 - output02_loss: 32.5305 - output03_loss: 44.1939 - output04_loss: 37.3223 - output05_loss: 24.0547 - output06_loss: 33.7913 - output07_loss: 37.7909 - output08_loss: 21.8740 - output09_loss: 28.7716 - output10_loss: 22.9315 - output11_loss: 26.0620 - output12_loss: 25.7986 - output13_loss: 33.3179 - output14_loss: 27.4954 - output15_loss: 37.5126 - output16_loss: 23.9888 - output17_loss: 37.7608 - output18_loss: 19.5531 - output19_loss: 15.4917 - output20_loss: 24.0847 - output21_loss: 42.2279 - output22_loss: 28.7090 - output23_loss: 18.7861 - output24_loss: 30.1194 - output25_loss: 34.2745 - output26_loss: 18.8175 - output27_loss: 37.0834 - output28_loss: 31.2093 - output29_loss: 42.0329 - output00_mean_squared_error: 15.4618 - output01_mean_squared_error: 21.9173 - output02_mean_squared_error: 32.5305 - output03_mean_squared_error: 44.1939 - output04_mean_squared_error: 37.3223 - output05_mean_squared_error: 24.0547 - output06_mean_squared_error: 33.7913 - output07_mean_squared_error: 37.7909 - output08_mean_squared_error: 21.8740 - output09_mean_squared_error: 28.7716 - output10_mean_squared_error: 22.9315 - output11_mean_squared_error: 26.0620 - output12_mean_squared_error: 25.7986 - output13_mean_squared_error: 33.3179 - output14_mean_squared_error: 27.4954 - output15_mean_squared_error: 37.5126 - output16_mean_squared_error: 23.9888 - output17_mean_squared_error: 37.7608 - output18_mean_squared_error: 19.5531 - output19_mean_squared_error: 15.4917 - output20_mean_squared_error: 24.0847 - output21_mean_squared_error: 42.2279 - output22_mean_squared_error: 28.7090 - output23_mean_squared_error: 18.7861 - output24_mean_squared_error: 30.1194 - output25_mean_squared_error: 34.2745 - output26_mean_squared_error: 18.8175 - output27_mean_squared_error: 37.0834 - output28_mean_squared_error: 31.2093 - output29_mean_squared_error: 42.0329 Epoch 280/2000 121/121 [==============================] - 0s 988us/step - loss: 874.1392 - output00_loss: 15.4470 - output01_loss: 21.8951 - output02_loss: 32.4982 - output03_loss: 44.1581 - output04_loss: 37.3051 - output05_loss: 24.0241 - output06_loss: 33.7671 - output07_loss: 37.7393 - output08_loss: 21.8460 - output09_loss: 28.7291 - output10_loss: 22.9141 - output11_loss: 26.0356 - output12_loss: 25.7652 - output13_loss: 33.3025 - output14_loss: 27.4713 - output15_loss: 37.4904 - output16_loss: 23.9702 - output17_loss: 37.6948 - output18_loss: 19.5248 - output19_loss: 15.4839 - output20_loss: 24.0571 - output21_loss: 42.1809 - output22_loss: 28.6854 - output23_loss: 18.7692 - output24_loss: 30.0865 - output25_loss: 34.2439 - output26_loss: 18.7982 - output27_loss: 37.0531 - output28_loss: 31.1921 - output29_loss: 42.0108 - output00_mean_squared_error: 15.4470 - output01_mean_squared_error: 21.8951 - output02_mean_squared_error: 32.4982 - output03_mean_squared_error: 44.1581 - output04_mean_squared_error: 37.3051 - output05_mean_squared_error: 24.0241 - output06_mean_squared_error: 33.7671 - output07_mean_squared_error: 37.7393 - output08_mean_squared_error: 21.8460 - output09_mean_squared_error: 28.7291 - output10_mean_squared_error: 22.9141 - output11_mean_squared_error: 26.0356 - output12_mean_squared_error: 25.7652 - output13_mean_squared_error: 33.3025 - output14_mean_squared_error: 27.4713 - output15_mean_squared_error: 37.4904 - output16_mean_squared_error: 23.9702 - output17_mean_squared_error: 37.6948 - output18_mean_squared_error: 19.5248 - output19_mean_squared_error: 15.4839 - output20_mean_squared_error: 24.0571 - output21_mean_squared_error: 42.1809 - output22_mean_squared_error: 28.6854 - output23_mean_squared_error: 18.7692 - output24_mean_squared_error: 30.0865 - output25_mean_squared_error: 34.2439 - output26_mean_squared_error: 18.7982 - output27_mean_squared_error: 37.0531 - output28_mean_squared_error: 31.1921 - output29_mean_squared_error: 42.0108 Epoch 281/2000 121/121 [==============================] - 0s 968us/step - loss: 873.3158 - output00_loss: 15.4322 - output01_loss: 21.8730 - output02_loss: 32.4659 - output03_loss: 44.1223 - output04_loss: 37.2880 - output05_loss: 23.9937 - output06_loss: 33.7428 - output07_loss: 37.6878 - output08_loss: 21.8182 - output09_loss: 28.6867 - output10_loss: 22.8967 - output11_loss: 26.0093 - output12_loss: 25.7319 - output13_loss: 33.2871 - output14_loss: 27.4473 - output15_loss: 37.4683 - output16_loss: 23.9516 - output17_loss: 37.6291 - output18_loss: 19.4967 - output19_loss: 15.4760 - output20_loss: 24.0295 - output21_loss: 42.1340 - output22_loss: 28.6619 - output23_loss: 18.7524 - output24_loss: 30.0538 - output25_loss: 34.2136 - output26_loss: 18.7790 - output27_loss: 37.0229 - output28_loss: 31.1749 - output29_loss: 41.9887 - output00_mean_squared_error: 15.4322 - output01_mean_squared_error: 21.8730 - output02_mean_squared_error: 32.4659 - output03_mean_squared_error: 44.1223 - output04_mean_squared_error: 37.2880 - output05_mean_squared_error: 23.9937 - output06_mean_squared_error: 33.7428 - output07_mean_squared_error: 37.6878 - output08_mean_squared_error: 21.8182 - output09_mean_squared_error: 28.6867 - output10_mean_squared_error: 22.8967 - output11_mean_squared_error: 26.0093 - output12_mean_squared_error: 25.7319 - output13_mean_squared_error: 33.2871 - output14_mean_squared_error: 27.4473 - output15_mean_squared_error: 37.4683 - output16_mean_squared_error: 23.9516 - output17_mean_squared_error: 37.6291 - output18_mean_squared_error: 19.4967 - output19_mean_squared_error: 15.4760 - output20_mean_squared_error: 24.0295 - output21_mean_squared_error: 42.1340 - output22_mean_squared_error: 28.6619 - output23_mean_squared_error: 18.7524 - output24_mean_squared_error: 30.0538 - output25_mean_squared_error: 34.2136 - output26_mean_squared_error: 18.7790 - output27_mean_squared_error: 37.0229 - output28_mean_squared_error: 31.1749 - output29_mean_squared_error: 41.9887 Epoch 282/2000 121/121 [==============================] - 0s 666us/step - loss: 872.4952 - output00_loss: 15.4176 - output01_loss: 21.8510 - output02_loss: 32.4338 - output03_loss: 44.0867 - output04_loss: 37.2709 - output05_loss: 23.9635 - output06_loss: 33.7185 - output07_loss: 37.6366 - output08_loss: 21.7905 - output09_loss: 28.6445 - output10_loss: 22.8794 - output11_loss: 25.9832 - output12_loss: 25.6987 - output13_loss: 33.2718 - output14_loss: 27.4234 - output15_loss: 37.4462 - output16_loss: 23.9332 - output17_loss: 37.5637 - output18_loss: 19.4688 - output19_loss: 15.4681 - output20_loss: 24.0020 - output21_loss: 42.0872 - output22_loss: 28.6384 - output23_loss: 18.7358 - output24_loss: 30.0212 - output25_loss: 34.1834 - output26_loss: 18.7599 - output27_loss: 36.9929 - output28_loss: 31.1577 - output29_loss: 41.9666 - output00_mean_squared_error: 15.4176 - output01_mean_squared_error: 21.8510 - output02_mean_squared_error: 32.4338 - output03_mean_squared_error: 44.0867 - output04_mean_squared_error: 37.2709 - output05_mean_squared_error: 23.9635 - output06_mean_squared_error: 33.7185 - output07_mean_squared_error: 37.6366 - output08_mean_squared_error: 21.7905 - output09_mean_squared_error: 28.6445 - output10_mean_squared_error: 22.8794 - output11_mean_squared_error: 25.9832 - output12_mean_squared_error: 25.6987 - output13_mean_squared_error: 33.2718 - output14_mean_squared_error: 27.4234 - output15_mean_squared_error: 37.4462 - output16_mean_squared_error: 23.9332 - output17_mean_squared_error: 37.5637 - output18_mean_squared_error: 19.4688 - output19_mean_squared_error: 15.4681 - output20_mean_squared_error: 24.0020 - output21_mean_squared_error: 42.0872 - output22_mean_squared_error: 28.6384 - output23_mean_squared_error: 18.7358 - output24_mean_squared_error: 30.0212 - output25_mean_squared_error: 34.1834 - output26_mean_squared_error: 18.7599 - output27_mean_squared_error: 36.9929 - output28_mean_squared_error: 31.1577 - output29_mean_squared_error: 41.9666 Epoch 283/2000 121/121 [==============================] - 0s 1ms/step - loss: 871.6775 - output00_loss: 15.4030 - output01_loss: 21.8290 - output02_loss: 32.4017 - output03_loss: 44.0511 - output04_loss: 37.2537 - output05_loss: 23.9334 - output06_loss: 33.6943 - output07_loss: 37.5855 - output08_loss: 21.7629 - output09_loss: 28.6025 - output10_loss: 22.8623 - output11_loss: 25.9572 - output12_loss: 25.6657 - output13_loss: 33.2565 - output14_loss: 27.3996 - output15_loss: 37.4241 - output16_loss: 23.9148 - output17_loss: 37.4985 - output18_loss: 19.4410 - output19_loss: 15.4603 - output20_loss: 23.9745 - output21_loss: 42.0407 - output22_loss: 28.6151 - output23_loss: 18.7192 - output24_loss: 29.9887 - output25_loss: 34.1533 - output26_loss: 18.7408 - output27_loss: 36.9630 - output28_loss: 31.1405 - output29_loss: 41.9445 - output00_mean_squared_error: 15.4030 - output01_mean_squared_error: 21.8290 - output02_mean_squared_error: 32.4017 - output03_mean_squared_error: 44.0511 - output04_mean_squared_error: 37.2537 - output05_mean_squared_error: 23.9334 - output06_mean_squared_error: 33.6943 - output07_mean_squared_error: 37.5855 - output08_mean_squared_error: 21.7629 - output09_mean_squared_error: 28.6025 - output10_mean_squared_error: 22.8623 - output11_mean_squared_error: 25.9572 - output12_mean_squared_error: 25.6657 - output13_mean_squared_error: 33.2565 - output14_mean_squared_error: 27.3996 - output15_mean_squared_error: 37.4241 - output16_mean_squared_error: 23.9148 - output17_mean_squared_error: 37.4985 - output18_mean_squared_error: 19.4410 - output19_mean_squared_error: 15.4603 - output20_mean_squared_error: 23.9745 - output21_mean_squared_error: 42.0407 - output22_mean_squared_error: 28.6151 - output23_mean_squared_error: 18.7192 - output24_mean_squared_error: 29.9887 - output25_mean_squared_error: 34.1533 - output26_mean_squared_error: 18.7408 - output27_mean_squared_error: 36.9630 - output28_mean_squared_error: 31.1405 - output29_mean_squared_error: 41.9445 Epoch 284/2000 121/121 [==============================] - 0s 882us/step - loss: 870.8629 - output00_loss: 15.3885 - output01_loss: 21.8071 - output02_loss: 32.3697 - output03_loss: 44.0157 - output04_loss: 37.2366 - output05_loss: 23.9036 - output06_loss: 33.6700 - output07_loss: 37.5346 - output08_loss: 21.7355 - output09_loss: 28.5607 - output10_loss: 22.8452 - output11_loss: 25.9313 - output12_loss: 25.6328 - output13_loss: 33.2412 - output14_loss: 27.3758 - output15_loss: 37.4021 - output16_loss: 23.8966 - output17_loss: 37.4336 - output18_loss: 19.4133 - output19_loss: 15.4524 - output20_loss: 23.9471 - output21_loss: 41.9943 - output22_loss: 28.5918 - output23_loss: 18.7027 - output24_loss: 29.9564 - output25_loss: 34.1235 - output26_loss: 18.7219 - output27_loss: 36.9332 - output28_loss: 31.1233 - output29_loss: 41.9224 - output00_mean_squared_error: 15.3885 - output01_mean_squared_error: 21.8071 - output02_mean_squared_error: 32.3697 - output03_mean_squared_error: 44.0157 - output04_mean_squared_error: 37.2366 - output05_mean_squared_error: 23.9036 - output06_mean_squared_error: 33.6700 - output07_mean_squared_error: 37.5346 - output08_mean_squared_error: 21.7355 - output09_mean_squared_error: 28.5607 - output10_mean_squared_error: 22.8452 - output11_mean_squared_error: 25.9313 - output12_mean_squared_error: 25.6328 - output13_mean_squared_error: 33.2412 - output14_mean_squared_error: 27.3758 - output15_mean_squared_error: 37.4021 - output16_mean_squared_error: 23.8966 - output17_mean_squared_error: 37.4336 - output18_mean_squared_error: 19.4133 - output19_mean_squared_error: 15.4524 - output20_mean_squared_error: 23.9471 - output21_mean_squared_error: 41.9943 - output22_mean_squared_error: 28.5918 - output23_mean_squared_error: 18.7027 - output24_mean_squared_error: 29.9564 - output25_mean_squared_error: 34.1235 - output26_mean_squared_error: 18.7219 - output27_mean_squared_error: 36.9332 - output28_mean_squared_error: 31.1233 - output29_mean_squared_error: 41.9224 Epoch 285/2000 121/121 [==============================] - 0s 825us/step - loss: 870.0511 - output00_loss: 15.3741 - output01_loss: 21.7852 - output02_loss: 32.3378 - output03_loss: 43.9803 - output04_loss: 37.2195 - output05_loss: 23.8739 - output06_loss: 33.6458 - output07_loss: 37.4839 - output08_loss: 21.7081 - output09_loss: 28.5191 - output10_loss: 22.8282 - output11_loss: 25.9055 - output12_loss: 25.6001 - output13_loss: 33.2259 - output14_loss: 27.3521 - output15_loss: 37.3801 - output16_loss: 23.8785 - output17_loss: 37.3690 - output18_loss: 19.3858 - output19_loss: 15.4445 - output20_loss: 23.9197 - output21_loss: 41.9481 - output22_loss: 28.5686 - output23_loss: 18.6863 - output24_loss: 29.9242 - output25_loss: 34.0938 - output26_loss: 18.7030 - output27_loss: 36.9035 - output28_loss: 31.1061 - output29_loss: 41.9003 - output00_mean_squared_error: 15.3741 - output01_mean_squared_error: 21.7852 - output02_mean_squared_error: 32.3378 - output03_mean_squared_error: 43.9803 - output04_mean_squared_error: 37.2195 - output05_mean_squared_error: 23.8739 - output06_mean_squared_error: 33.6458 - output07_mean_squared_error: 37.4839 - output08_mean_squared_error: 21.7081 - output09_mean_squared_error: 28.5191 - output10_mean_squared_error: 22.8282 - output11_mean_squared_error: 25.9055 - output12_mean_squared_error: 25.6001 - output13_mean_squared_error: 33.2259 - output14_mean_squared_error: 27.3521 - output15_mean_squared_error: 37.3801 - output16_mean_squared_error: 23.8785 - output17_mean_squared_error: 37.3690 - output18_mean_squared_error: 19.3858 - output19_mean_squared_error: 15.4445 - output20_mean_squared_error: 23.9197 - output21_mean_squared_error: 41.9481 - output22_mean_squared_error: 28.5686 - output23_mean_squared_error: 18.6863 - output24_mean_squared_error: 29.9242 - output25_mean_squared_error: 34.0938 - output26_mean_squared_error: 18.7030 - output27_mean_squared_error: 36.9035 - output28_mean_squared_error: 31.1061 - output29_mean_squared_error: 41.9003 Epoch 286/2000 121/121 [==============================] - 0s 1ms/step - loss: 869.2423 - output00_loss: 15.3598 - output01_loss: 21.7634 - output02_loss: 32.3060 - output03_loss: 43.9450 - output04_loss: 37.2024 - output05_loss: 23.8444 - output06_loss: 33.6215 - output07_loss: 37.4334 - output08_loss: 21.6809 - output09_loss: 28.4777 - output10_loss: 22.8113 - output11_loss: 25.8799 - output12_loss: 25.5674 - output13_loss: 33.2107 - output14_loss: 27.3285 - output15_loss: 37.3582 - output16_loss: 23.8605 - output17_loss: 37.3047 - output18_loss: 19.3584 - output19_loss: 15.4367 - output20_loss: 23.8923 - output21_loss: 41.9020 - output22_loss: 28.5456 - output23_loss: 18.6699 - output24_loss: 29.8922 - output25_loss: 34.0642 - output26_loss: 18.6843 - output27_loss: 36.8739 - output28_loss: 31.0889 - output29_loss: 41.8782 - output00_mean_squared_error: 15.3598 - output01_mean_squared_error: 21.7634 - output02_mean_squared_error: 32.3060 - output03_mean_squared_error: 43.9450 - output04_mean_squared_error: 37.2024 - output05_mean_squared_error: 23.8444 - output06_mean_squared_error: 33.6215 - output07_mean_squared_error: 37.4334 - output08_mean_squared_error: 21.6809 - output09_mean_squared_error: 28.4777 - output10_mean_squared_error: 22.8113 - output11_mean_squared_error: 25.8799 - output12_mean_squared_error: 25.5674 - output13_mean_squared_error: 33.2107 - output14_mean_squared_error: 27.3285 - output15_mean_squared_error: 37.3582 - output16_mean_squared_error: 23.8605 - output17_mean_squared_error: 37.3047 - output18_mean_squared_error: 19.3584 - output19_mean_squared_error: 15.4367 - output20_mean_squared_error: 23.8923 - output21_mean_squared_error: 41.9020 - output22_mean_squared_error: 28.5456 - output23_mean_squared_error: 18.6699 - output24_mean_squared_error: 29.8922 - output25_mean_squared_error: 34.0642 - output26_mean_squared_error: 18.6843 - output27_mean_squared_error: 36.8739 - output28_mean_squared_error: 31.0889 - output29_mean_squared_error: 41.8782 Epoch 287/2000 121/121 [==============================] - 0s 961us/step - loss: 868.4363 - output00_loss: 15.3455 - output01_loss: 21.7416 - output02_loss: 32.2743 - output03_loss: 43.9099 - output04_loss: 37.1853 - output05_loss: 23.8151 - output06_loss: 33.5973 - output07_loss: 37.3830 - output08_loss: 21.6538 - output09_loss: 28.4364 - output10_loss: 22.7946 - output11_loss: 25.8544 - output12_loss: 25.5349 - output13_loss: 33.1954 - output14_loss: 27.3050 - output15_loss: 37.3363 - output16_loss: 23.8426 - output17_loss: 37.2406 - output18_loss: 19.3312 - output19_loss: 15.4288 - output20_loss: 23.8650 - output21_loss: 41.8561 - output22_loss: 28.5225 - output23_loss: 18.6537 - output24_loss: 29.8603 - output25_loss: 34.0348 - output26_loss: 18.6656 - output27_loss: 36.8444 - output28_loss: 31.0717 - output29_loss: 41.8561 - output00_mean_squared_error: 15.3455 - output01_mean_squared_error: 21.7416 - output02_mean_squared_error: 32.2743 - output03_mean_squared_error: 43.9099 - output04_mean_squared_error: 37.1853 - output05_mean_squared_error: 23.8151 - output06_mean_squared_error: 33.5973 - output07_mean_squared_error: 37.3830 - output08_mean_squared_error: 21.6538 - output09_mean_squared_error: 28.4364 - output10_mean_squared_error: 22.7946 - output11_mean_squared_error: 25.8544 - output12_mean_squared_error: 25.5349 - output13_mean_squared_error: 33.1954 - output14_mean_squared_error: 27.3050 - output15_mean_squared_error: 37.3363 - output16_mean_squared_error: 23.8426 - output17_mean_squared_error: 37.2406 - output18_mean_squared_error: 19.3312 - output19_mean_squared_error: 15.4288 - output20_mean_squared_error: 23.8650 - output21_mean_squared_error: 41.8561 - output22_mean_squared_error: 28.5225 - output23_mean_squared_error: 18.6537 - output24_mean_squared_error: 29.8603 - output25_mean_squared_error: 34.0348 - output26_mean_squared_error: 18.6656 - output27_mean_squared_error: 36.8444 - output28_mean_squared_error: 31.0717 - output29_mean_squared_error: 41.8561 Epoch 288/2000 121/121 [==============================] - 0s 499us/step - loss: 867.6332 - output00_loss: 15.3313 - output01_loss: 21.7198 - output02_loss: 32.2427 - output03_loss: 43.8748 - output04_loss: 37.1682 - output05_loss: 23.7859 - output06_loss: 33.5731 - output07_loss: 37.3329 - output08_loss: 21.6268 - output09_loss: 28.3953 - output10_loss: 22.7779 - output11_loss: 25.8290 - output12_loss: 25.5025 - output13_loss: 33.1802 - output14_loss: 27.2816 - output15_loss: 37.3144 - output16_loss: 23.8248 - output17_loss: 37.1768 - output18_loss: 19.3041 - output19_loss: 15.4210 - output20_loss: 23.8377 - output21_loss: 41.8104 - output22_loss: 28.4996 - output23_loss: 18.6375 - output24_loss: 29.8285 - output25_loss: 34.0056 - output26_loss: 18.6471 - output27_loss: 36.8151 - output28_loss: 31.0546 - output29_loss: 41.8340 - output00_mean_squared_error: 15.3313 - output01_mean_squared_error: 21.7198 - output02_mean_squared_error: 32.2427 - output03_mean_squared_error: 43.8748 - output04_mean_squared_error: 37.1682 - output05_mean_squared_error: 23.7859 - output06_mean_squared_error: 33.5731 - output07_mean_squared_error: 37.3329 - output08_mean_squared_error: 21.6268 - output09_mean_squared_error: 28.3953 - output10_mean_squared_error: 22.7779 - output11_mean_squared_error: 25.8290 - output12_mean_squared_error: 25.5025 - output13_mean_squared_error: 33.1802 - output14_mean_squared_error: 27.2816 - output15_mean_squared_error: 37.3144 - output16_mean_squared_error: 23.8248 - output17_mean_squared_error: 37.1768 - output18_mean_squared_error: 19.3041 - output19_mean_squared_error: 15.4210 - output20_mean_squared_error: 23.8377 - output21_mean_squared_error: 41.8104 - output22_mean_squared_error: 28.4996 - output23_mean_squared_error: 18.6375 - output24_mean_squared_error: 29.8285 - output25_mean_squared_error: 34.0056 - output26_mean_squared_error: 18.6471 - output27_mean_squared_error: 36.8151 - output28_mean_squared_error: 31.0546 - output29_mean_squared_error: 41.8340 Epoch 289/2000 121/121 [==============================] - 0s 813us/step - loss: 866.8329 - output00_loss: 15.3172 - output01_loss: 21.6982 - output02_loss: 32.2111 - output03_loss: 43.8399 - output04_loss: 37.1511 - output05_loss: 23.7570 - output06_loss: 33.5489 - output07_loss: 37.2829 - output08_loss: 21.6000 - output09_loss: 28.3544 - output10_loss: 22.7613 - output11_loss: 25.8037 - output12_loss: 25.4702 - output13_loss: 33.1650 - output14_loss: 27.2582 - output15_loss: 37.2926 - output16_loss: 23.8072 - output17_loss: 37.1133 - output18_loss: 19.2772 - output19_loss: 15.4132 - output20_loss: 23.8105 - output21_loss: 41.7648 - output22_loss: 28.4768 - output23_loss: 18.6215 - output24_loss: 29.7969 - output25_loss: 33.9765 - output26_loss: 18.6286 - output27_loss: 36.7858 - output28_loss: 31.0374 - output29_loss: 41.8118 - output00_mean_squared_error: 15.3172 - output01_mean_squared_error: 21.6982 - output02_mean_squared_error: 32.2111 - output03_mean_squared_error: 43.8399 - output04_mean_squared_error: 37.1511 - output05_mean_squared_error: 23.7570 - output06_mean_squared_error: 33.5489 - output07_mean_squared_error: 37.2829 - output08_mean_squared_error: 21.6000 - output09_mean_squared_error: 28.3544 - output10_mean_squared_error: 22.7613 - output11_mean_squared_error: 25.8037 - output12_mean_squared_error: 25.4702 - output13_mean_squared_error: 33.1650 - output14_mean_squared_error: 27.2582 - output15_mean_squared_error: 37.2926 - output16_mean_squared_error: 23.8072 - output17_mean_squared_error: 37.1133 - output18_mean_squared_error: 19.2772 - output19_mean_squared_error: 15.4132 - output20_mean_squared_error: 23.8105 - output21_mean_squared_error: 41.7648 - output22_mean_squared_error: 28.4768 - output23_mean_squared_error: 18.6215 - output24_mean_squared_error: 29.7969 - output25_mean_squared_error: 33.9765 - output26_mean_squared_error: 18.6286 - output27_mean_squared_error: 36.7858 - output28_mean_squared_error: 31.0374 - output29_mean_squared_error: 41.8118 Epoch 290/2000 121/121 [==============================] - 0s 829us/step - loss: 866.0356 - output00_loss: 15.3032 - output01_loss: 21.6765 - output02_loss: 32.1797 - output03_loss: 43.8050 - output04_loss: 37.1340 - output05_loss: 23.7282 - output06_loss: 33.5247 - output07_loss: 37.2331 - output08_loss: 21.5732 - output09_loss: 28.3137 - output10_loss: 22.7448 - output11_loss: 25.7786 - output12_loss: 25.4381 - output13_loss: 33.1498 - output14_loss: 27.2349 - output15_loss: 37.2709 - output16_loss: 23.7896 - output17_loss: 37.0500 - output18_loss: 19.2504 - output19_loss: 15.4053 - output20_loss: 23.7833 - output21_loss: 41.7194 - output22_loss: 28.4540 - output23_loss: 18.6055 - output24_loss: 29.7654 - output25_loss: 33.9475 - output26_loss: 18.6102 - output27_loss: 36.7567 - output28_loss: 31.0202 - output29_loss: 41.7897 - output00_mean_squared_error: 15.3032 - output01_mean_squared_error: 21.6765 - output02_mean_squared_error: 32.1797 - output03_mean_squared_error: 43.8050 - output04_mean_squared_error: 37.1340 - output05_mean_squared_error: 23.7282 - output06_mean_squared_error: 33.5247 - output07_mean_squared_error: 37.2331 - output08_mean_squared_error: 21.5732 - output09_mean_squared_error: 28.3137 - output10_mean_squared_error: 22.7448 - output11_mean_squared_error: 25.7786 - output12_mean_squared_error: 25.4381 - output13_mean_squared_error: 33.1498 - output14_mean_squared_error: 27.2349 - output15_mean_squared_error: 37.2709 - output16_mean_squared_error: 23.7896 - output17_mean_squared_error: 37.0500 - output18_mean_squared_error: 19.2504 - output19_mean_squared_error: 15.4053 - output20_mean_squared_error: 23.7833 - output21_mean_squared_error: 41.7194 - output22_mean_squared_error: 28.4540 - output23_mean_squared_error: 18.6055 - output24_mean_squared_error: 29.7654 - output25_mean_squared_error: 33.9475 - output26_mean_squared_error: 18.6102 - output27_mean_squared_error: 36.7567 - output28_mean_squared_error: 31.0202 - output29_mean_squared_error: 41.7897 Epoch 291/2000 121/121 [==============================] - 0s 1ms/step - loss: 865.2411 - output00_loss: 15.2892 - output01_loss: 21.6549 - output02_loss: 32.1483 - output03_loss: 43.7702 - output04_loss: 37.1169 - output05_loss: 23.6996 - output06_loss: 33.5005 - output07_loss: 37.1835 - output08_loss: 21.5466 - output09_loss: 28.2731 - output10_loss: 22.7284 - output11_loss: 25.7535 - output12_loss: 25.4060 - output13_loss: 33.1346 - output14_loss: 27.2117 - output15_loss: 37.2491 - output16_loss: 23.7721 - output17_loss: 36.9870 - output18_loss: 19.2237 - output19_loss: 15.3975 - output20_loss: 23.7562 - output21_loss: 41.6742 - output22_loss: 28.4314 - output23_loss: 18.5896 - output24_loss: 29.7341 - output25_loss: 33.9188 - output26_loss: 18.5919 - output27_loss: 36.7277 - output28_loss: 31.0031 - output29_loss: 41.7676 - output00_mean_squared_error: 15.2892 - output01_mean_squared_error: 21.6549 - output02_mean_squared_error: 32.1483 - output03_mean_squared_error: 43.7702 - output04_mean_squared_error: 37.1169 - output05_mean_squared_error: 23.6996 - output06_mean_squared_error: 33.5005 - output07_mean_squared_error: 37.1835 - output08_mean_squared_error: 21.5466 - output09_mean_squared_error: 28.2731 - output10_mean_squared_error: 22.7284 - output11_mean_squared_error: 25.7535 - output12_mean_squared_error: 25.4060 - output13_mean_squared_error: 33.1346 - output14_mean_squared_error: 27.2117 - output15_mean_squared_error: 37.2491 - output16_mean_squared_error: 23.7721 - output17_mean_squared_error: 36.9870 - output18_mean_squared_error: 19.2237 - output19_mean_squared_error: 15.3975 - output20_mean_squared_error: 23.7562 - output21_mean_squared_error: 41.6742 - output22_mean_squared_error: 28.4314 - output23_mean_squared_error: 18.5896 - output24_mean_squared_error: 29.7341 - output25_mean_squared_error: 33.9188 - output26_mean_squared_error: 18.5919 - output27_mean_squared_error: 36.7277 - output28_mean_squared_error: 31.0031 - output29_mean_squared_error: 41.7676 Epoch 292/2000 121/121 [==============================] - 0s 1ms/step - loss: 864.4493 - output00_loss: 15.2753 - output01_loss: 21.6334 - output02_loss: 32.1171 - output03_loss: 43.7355 - output04_loss: 37.0998 - output05_loss: 23.6711 - output06_loss: 33.4763 - output07_loss: 37.1341 - output08_loss: 21.5201 - output09_loss: 28.2328 - output10_loss: 22.7120 - output11_loss: 25.7286 - output12_loss: 25.3741 - output13_loss: 33.1194 - output14_loss: 27.1885 - output15_loss: 37.2275 - output16_loss: 23.7548 - output17_loss: 36.9242 - output18_loss: 19.1972 - output19_loss: 15.3897 - output20_loss: 23.7291 - output21_loss: 41.6291 - output22_loss: 28.4088 - output23_loss: 18.5738 - output24_loss: 29.7028 - output25_loss: 33.8901 - output26_loss: 18.5737 - output27_loss: 36.6988 - output28_loss: 30.9859 - output29_loss: 41.7455 - output00_mean_squared_error: 15.2753 - output01_mean_squared_error: 21.6334 - output02_mean_squared_error: 32.1171 - output03_mean_squared_error: 43.7355 - output04_mean_squared_error: 37.0998 - output05_mean_squared_error: 23.6711 - output06_mean_squared_error: 33.4763 - output07_mean_squared_error: 37.1341 - output08_mean_squared_error: 21.5201 - output09_mean_squared_error: 28.2328 - output10_mean_squared_error: 22.7120 - output11_mean_squared_error: 25.7286 - output12_mean_squared_error: 25.3741 - output13_mean_squared_error: 33.1194 - output14_mean_squared_error: 27.1885 - output15_mean_squared_error: 37.2275 - output16_mean_squared_error: 23.7548 - output17_mean_squared_error: 36.9242 - output18_mean_squared_error: 19.1972 - output19_mean_squared_error: 15.3897 - output20_mean_squared_error: 23.7291 - output21_mean_squared_error: 41.6291 - output22_mean_squared_error: 28.4088 - output23_mean_squared_error: 18.5738 - output24_mean_squared_error: 29.7028 - output25_mean_squared_error: 33.8901 - output26_mean_squared_error: 18.5737 - output27_mean_squared_error: 36.6988 - output28_mean_squared_error: 30.9859 - output29_mean_squared_error: 41.7455 Epoch 293/2000 121/121 [==============================] - 0s 1ms/step - loss: 863.6605 - output00_loss: 15.2615 - output01_loss: 21.6119 - output02_loss: 32.0859 - output03_loss: 43.7009 - output04_loss: 37.0827 - output05_loss: 23.6428 - output06_loss: 33.4521 - output07_loss: 37.0849 - output08_loss: 21.4937 - output09_loss: 28.1926 - output10_loss: 22.6958 - output11_loss: 25.7038 - output12_loss: 25.3424 - output13_loss: 33.1043 - output14_loss: 27.1655 - output15_loss: 37.2058 - output16_loss: 23.7375 - output17_loss: 36.8618 - output18_loss: 19.1709 - output19_loss: 15.3819 - output20_loss: 23.7020 - output21_loss: 41.5842 - output22_loss: 28.3862 - output23_loss: 18.5580 - output24_loss: 29.6718 - output25_loss: 33.8617 - output26_loss: 18.5556 - output27_loss: 36.6700 - output28_loss: 30.9688 - output29_loss: 41.7234 - output00_mean_squared_error: 15.2615 - output01_mean_squared_error: 21.6119 - output02_mean_squared_error: 32.0859 - output03_mean_squared_error: 43.7009 - output04_mean_squared_error: 37.0827 - output05_mean_squared_error: 23.6428 - output06_mean_squared_error: 33.4521 - output07_mean_squared_error: 37.0849 - output08_mean_squared_error: 21.4937 - output09_mean_squared_error: 28.1926 - output10_mean_squared_error: 22.6958 - output11_mean_squared_error: 25.7038 - output12_mean_squared_error: 25.3424 - output13_mean_squared_error: 33.1043 - output14_mean_squared_error: 27.1655 - output15_mean_squared_error: 37.2058 - output16_mean_squared_error: 23.7375 - output17_mean_squared_error: 36.8618 - output18_mean_squared_error: 19.1709 - output19_mean_squared_error: 15.3819 - output20_mean_squared_error: 23.7020 - output21_mean_squared_error: 41.5842 - output22_mean_squared_error: 28.3862 - output23_mean_squared_error: 18.5580 - output24_mean_squared_error: 29.6718 - output25_mean_squared_error: 33.8617 - output26_mean_squared_error: 18.5556 - output27_mean_squared_error: 36.6700 - output28_mean_squared_error: 30.9688 - output29_mean_squared_error: 41.7234 Epoch 294/2000 121/121 [==============================] - 0s 899us/step - loss: 862.8744 - output00_loss: 15.2477 - output01_loss: 21.5905 - output02_loss: 32.0548 - output03_loss: 43.6665 - output04_loss: 37.0657 - output05_loss: 23.6147 - output06_loss: 33.4279 - output07_loss: 37.0359 - output08_loss: 21.4674 - output09_loss: 28.1526 - output10_loss: 22.6797 - output11_loss: 25.6792 - output12_loss: 25.3107 - output13_loss: 33.0892 - output14_loss: 27.1425 - output15_loss: 37.1843 - output16_loss: 23.7204 - output17_loss: 36.7996 - output18_loss: 19.1446 - output19_loss: 15.3740 - output20_loss: 23.6750 - output21_loss: 41.5394 - output22_loss: 28.3638 - output23_loss: 18.5424 - output24_loss: 29.6408 - output25_loss: 33.8334 - output26_loss: 18.5376 - output27_loss: 36.6414 - output28_loss: 30.9517 - output29_loss: 41.7013 - output00_mean_squared_error: 15.2477 - output01_mean_squared_error: 21.5905 - output02_mean_squared_error: 32.0548 - output03_mean_squared_error: 43.6665 - output04_mean_squared_error: 37.0657 - output05_mean_squared_error: 23.6147 - output06_mean_squared_error: 33.4279 - output07_mean_squared_error: 37.0359 - output08_mean_squared_error: 21.4674 - output09_mean_squared_error: 28.1526 - output10_mean_squared_error: 22.6797 - output11_mean_squared_error: 25.6792 - output12_mean_squared_error: 25.3107 - output13_mean_squared_error: 33.0892 - output14_mean_squared_error: 27.1425 - output15_mean_squared_error: 37.1843 - output16_mean_squared_error: 23.7204 - output17_mean_squared_error: 36.7996 - output18_mean_squared_error: 19.1446 - output19_mean_squared_error: 15.3740 - output20_mean_squared_error: 23.6750 - output21_mean_squared_error: 41.5394 - output22_mean_squared_error: 28.3638 - output23_mean_squared_error: 18.5424 - output24_mean_squared_error: 29.6408 - output25_mean_squared_error: 33.8334 - output26_mean_squared_error: 18.5376 - output27_mean_squared_error: 36.6414 - output28_mean_squared_error: 30.9517 - output29_mean_squared_error: 41.7013 Epoch 295/2000 121/121 [==============================] - 0s 749us/step - loss: 862.0909 - output00_loss: 15.2340 - output01_loss: 21.5691 - output02_loss: 32.0238 - output03_loss: 43.6321 - output04_loss: 37.0486 - output05_loss: 23.5868 - output06_loss: 33.4038 - output07_loss: 36.9870 - output08_loss: 21.4412 - output09_loss: 28.1127 - output10_loss: 22.6636 - output11_loss: 25.6546 - output12_loss: 25.2792 - output13_loss: 33.0741 - output14_loss: 27.1196 - output15_loss: 37.1627 - output16_loss: 23.7033 - output17_loss: 36.7376 - output18_loss: 19.1185 - output19_loss: 15.3662 - output20_loss: 23.6481 - output21_loss: 41.4948 - output22_loss: 28.3415 - output23_loss: 18.5268 - output24_loss: 29.6100 - output25_loss: 33.8052 - output26_loss: 18.5196 - output27_loss: 36.6128 - output28_loss: 30.9345 - output29_loss: 41.6792 - output00_mean_squared_error: 15.2340 - output01_mean_squared_error: 21.5691 - output02_mean_squared_error: 32.0238 - output03_mean_squared_error: 43.6321 - output04_mean_squared_error: 37.0486 - output05_mean_squared_error: 23.5868 - output06_mean_squared_error: 33.4038 - output07_mean_squared_error: 36.9870 - output08_mean_squared_error: 21.4412 - output09_mean_squared_error: 28.1127 - output10_mean_squared_error: 22.6636 - output11_mean_squared_error: 25.6546 - output12_mean_squared_error: 25.2792 - output13_mean_squared_error: 33.0741 - output14_mean_squared_error: 27.1196 - output15_mean_squared_error: 37.1627 - output16_mean_squared_error: 23.7033 - output17_mean_squared_error: 36.7376 - output18_mean_squared_error: 19.1185 - output19_mean_squared_error: 15.3662 - output20_mean_squared_error: 23.6481 - output21_mean_squared_error: 41.4948 - output22_mean_squared_error: 28.3415 - output23_mean_squared_error: 18.5268 - output24_mean_squared_error: 29.6100 - output25_mean_squared_error: 33.8052 - output26_mean_squared_error: 18.5196 - output27_mean_squared_error: 36.6128 - output28_mean_squared_error: 30.9345 - output29_mean_squared_error: 41.6792 Epoch 296/2000 121/121 [==============================] - 0s 1ms/step - loss: 861.3107 - output00_loss: 15.2204 - output01_loss: 21.5478 - output02_loss: 31.9929 - output03_loss: 43.5978 - output04_loss: 37.0315 - output05_loss: 23.5590 - output06_loss: 33.3796 - output07_loss: 36.9383 - output08_loss: 21.4151 - output09_loss: 28.0731 - output10_loss: 22.6477 - output11_loss: 25.6302 - output12_loss: 25.2477 - output13_loss: 33.0590 - output14_loss: 27.0967 - output15_loss: 37.1412 - output16_loss: 23.6864 - output17_loss: 36.6759 - output18_loss: 19.0926 - output19_loss: 15.3584 - output20_loss: 23.6212 - output21_loss: 41.4504 - output22_loss: 28.3192 - output23_loss: 18.5113 - output24_loss: 29.5793 - output25_loss: 33.7772 - output26_loss: 18.5018 - output27_loss: 36.5843 - output28_loss: 30.9174 - output29_loss: 41.6571 - output00_mean_squared_error: 15.2204 - output01_mean_squared_error: 21.5478 - output02_mean_squared_error: 31.9929 - output03_mean_squared_error: 43.5978 - output04_mean_squared_error: 37.0315 - output05_mean_squared_error: 23.5590 - output06_mean_squared_error: 33.3796 - output07_mean_squared_error: 36.9383 - output08_mean_squared_error: 21.4151 - output09_mean_squared_error: 28.0731 - output10_mean_squared_error: 22.6477 - output11_mean_squared_error: 25.6302 - output12_mean_squared_error: 25.2477 - output13_mean_squared_error: 33.0590 - output14_mean_squared_error: 27.0967 - output15_mean_squared_error: 37.1412 - output16_mean_squared_error: 23.6864 - output17_mean_squared_error: 36.6759 - output18_mean_squared_error: 19.0926 - output19_mean_squared_error: 15.3584 - output20_mean_squared_error: 23.6212 - output21_mean_squared_error: 41.4504 - output22_mean_squared_error: 28.3192 - output23_mean_squared_error: 18.5113 - output24_mean_squared_error: 29.5793 - output25_mean_squared_error: 33.7772 - output26_mean_squared_error: 18.5018 - output27_mean_squared_error: 36.5843 - output28_mean_squared_error: 30.9174 - output29_mean_squared_error: 41.6571 Epoch 297/2000 121/121 [==============================] - 0s 1ms/step - loss: 860.5330 - output00_loss: 15.2069 - output01_loss: 21.5265 - output02_loss: 31.9620 - output03_loss: 43.5636 - output04_loss: 37.0145 - output05_loss: 23.5315 - output06_loss: 33.3555 - output07_loss: 36.8898 - output08_loss: 21.3892 - output09_loss: 28.0336 - output10_loss: 22.6318 - output11_loss: 25.6059 - output12_loss: 25.2164 - output13_loss: 33.0439 - output14_loss: 27.0740 - output15_loss: 37.1198 - output16_loss: 23.6696 - output17_loss: 36.6145 - output18_loss: 19.0668 - output19_loss: 15.3506 - output20_loss: 23.5943 - output21_loss: 41.4061 - output22_loss: 28.2970 - output23_loss: 18.4959 - output24_loss: 29.5487 - output25_loss: 33.7493 - output26_loss: 18.4840 - output27_loss: 36.5560 - output28_loss: 30.9003 - output29_loss: 41.6350 - output00_mean_squared_error: 15.2069 - output01_mean_squared_error: 21.5265 - output02_mean_squared_error: 31.9620 - output03_mean_squared_error: 43.5636 - output04_mean_squared_error: 37.0145 - output05_mean_squared_error: 23.5315 - output06_mean_squared_error: 33.3555 - output07_mean_squared_error: 36.8898 - output08_mean_squared_error: 21.3892 - output09_mean_squared_error: 28.0336 - output10_mean_squared_error: 22.6318 - output11_mean_squared_error: 25.6059 - output12_mean_squared_error: 25.2164 - output13_mean_squared_error: 33.0439 - output14_mean_squared_error: 27.0740 - output15_mean_squared_error: 37.1198 - output16_mean_squared_error: 23.6696 - output17_mean_squared_error: 36.6145 - output18_mean_squared_error: 19.0668 - output19_mean_squared_error: 15.3506 - output20_mean_squared_error: 23.5943 - output21_mean_squared_error: 41.4061 - output22_mean_squared_error: 28.2970 - output23_mean_squared_error: 18.4959 - output24_mean_squared_error: 29.5487 - output25_mean_squared_error: 33.7493 - output26_mean_squared_error: 18.4840 - output27_mean_squared_error: 36.5560 - output28_mean_squared_error: 30.9003 - output29_mean_squared_error: 41.6350 Epoch 298/2000 121/121 [==============================] - 0s 1ms/step - loss: 859.7578 - output00_loss: 15.1934 - output01_loss: 21.5053 - output02_loss: 31.9313 - output03_loss: 43.5294 - output04_loss: 36.9974 - output05_loss: 23.5040 - output06_loss: 33.3314 - output07_loss: 36.8415 - output08_loss: 21.3633 - output09_loss: 27.9943 - output10_loss: 22.6160 - output11_loss: 25.5817 - output12_loss: 25.1853 - output13_loss: 33.0288 - output14_loss: 27.0513 - output15_loss: 37.0984 - output16_loss: 23.6528 - output17_loss: 36.5533 - output18_loss: 19.0411 - output19_loss: 15.3429 - output20_loss: 23.5675 - output21_loss: 41.3620 - output22_loss: 28.2749 - output23_loss: 18.4806 - output24_loss: 29.5183 - output25_loss: 33.7216 - output26_loss: 18.4663 - output27_loss: 36.5278 - output28_loss: 30.8832 - output29_loss: 41.6129 - output00_mean_squared_error: 15.1934 - output01_mean_squared_error: 21.5053 - output02_mean_squared_error: 31.9313 - output03_mean_squared_error: 43.5294 - output04_mean_squared_error: 36.9974 - output05_mean_squared_error: 23.5040 - output06_mean_squared_error: 33.3314 - output07_mean_squared_error: 36.8415 - output08_mean_squared_error: 21.3633 - output09_mean_squared_error: 27.9943 - output10_mean_squared_error: 22.6160 - output11_mean_squared_error: 25.5817 - output12_mean_squared_error: 25.1853 - output13_mean_squared_error: 33.0288 - output14_mean_squared_error: 27.0513 - output15_mean_squared_error: 37.0984 - output16_mean_squared_error: 23.6528 - output17_mean_squared_error: 36.5533 - output18_mean_squared_error: 19.0411 - output19_mean_squared_error: 15.3429 - output20_mean_squared_error: 23.5675 - output21_mean_squared_error: 41.3620 - output22_mean_squared_error: 28.2749 - output23_mean_squared_error: 18.4806 - output24_mean_squared_error: 29.5183 - output25_mean_squared_error: 33.7216 - output26_mean_squared_error: 18.4663 - output27_mean_squared_error: 36.5278 - output28_mean_squared_error: 30.8832 - output29_mean_squared_error: 41.6129 Epoch 299/2000 121/121 [==============================] - 0s 732us/step - loss: 858.9858 - output00_loss: 15.1800 - output01_loss: 21.4841 - output02_loss: 31.9006 - output03_loss: 43.4954 - output04_loss: 36.9804 - output05_loss: 23.4768 - output06_loss: 33.3073 - output07_loss: 36.7934 - output08_loss: 21.3376 - output09_loss: 27.9551 - output10_loss: 22.6003 - output11_loss: 25.5576 - output12_loss: 25.1542 - output13_loss: 33.0138 - output14_loss: 27.0287 - output15_loss: 37.0770 - output16_loss: 23.6362 - output17_loss: 36.4924 - output18_loss: 19.0155 - output19_loss: 15.3351 - output20_loss: 23.5407 - output21_loss: 41.3180 - output22_loss: 28.2529 - output23_loss: 18.4654 - output24_loss: 29.4880 - output25_loss: 33.6940 - output26_loss: 18.4487 - output27_loss: 36.4997 - output28_loss: 30.8661 - output29_loss: 41.5908 - output00_mean_squared_error: 15.1800 - output01_mean_squared_error: 21.4841 - output02_mean_squared_error: 31.9006 - output03_mean_squared_error: 43.4954 - output04_mean_squared_error: 36.9804 - output05_mean_squared_error: 23.4768 - output06_mean_squared_error: 33.3073 - output07_mean_squared_error: 36.7934 - output08_mean_squared_error: 21.3376 - output09_mean_squared_error: 27.9551 - output10_mean_squared_error: 22.6003 - output11_mean_squared_error: 25.5576 - output12_mean_squared_error: 25.1542 - output13_mean_squared_error: 33.0138 - output14_mean_squared_error: 27.0287 - output15_mean_squared_error: 37.0770 - output16_mean_squared_error: 23.6362 - output17_mean_squared_error: 36.4924 - output18_mean_squared_error: 19.0155 - output19_mean_squared_error: 15.3351 - output20_mean_squared_error: 23.5407 - output21_mean_squared_error: 41.3180 - output22_mean_squared_error: 28.2529 - output23_mean_squared_error: 18.4654 - output24_mean_squared_error: 29.4880 - output25_mean_squared_error: 33.6940 - output26_mean_squared_error: 18.4487 - output27_mean_squared_error: 36.4997 - output28_mean_squared_error: 30.8661 - output29_mean_squared_error: 41.5908 Epoch 300/2000 121/121 [==============================] - 0s 768us/step - loss: 858.2162 - output00_loss: 15.1666 - output01_loss: 21.4630 - output02_loss: 31.8701 - output03_loss: 43.4615 - output04_loss: 36.9634 - output05_loss: 23.4497 - output06_loss: 33.2831 - output07_loss: 36.7455 - output08_loss: 21.3119 - output09_loss: 27.9162 - output10_loss: 22.5847 - output11_loss: 25.5337 - output12_loss: 25.1233 - output13_loss: 32.9988 - output14_loss: 27.0061 - output15_loss: 37.0557 - output16_loss: 23.6197 - output17_loss: 36.4318 - output18_loss: 18.9901 - output19_loss: 15.3273 - output20_loss: 23.5139 - output21_loss: 41.2742 - output22_loss: 28.2310 - output23_loss: 18.4502 - output24_loss: 29.4579 - output25_loss: 33.6666 - output26_loss: 18.4312 - output27_loss: 36.4716 - output28_loss: 30.8490 - output29_loss: 41.5687 - output00_mean_squared_error: 15.1666 - output01_mean_squared_error: 21.4630 - output02_mean_squared_error: 31.8701 - output03_mean_squared_error: 43.4615 - output04_mean_squared_error: 36.9634 - output05_mean_squared_error: 23.4497 - output06_mean_squared_error: 33.2831 - output07_mean_squared_error: 36.7455 - output08_mean_squared_error: 21.3119 - output09_mean_squared_error: 27.9162 - output10_mean_squared_error: 22.5847 - output11_mean_squared_error: 25.5337 - output12_mean_squared_error: 25.1233 - output13_mean_squared_error: 32.9988 - output14_mean_squared_error: 27.0061 - output15_mean_squared_error: 37.0557 - output16_mean_squared_error: 23.6197 - output17_mean_squared_error: 36.4318 - output18_mean_squared_error: 18.9901 - output19_mean_squared_error: 15.3273 - output20_mean_squared_error: 23.5139 - output21_mean_squared_error: 41.2742 - output22_mean_squared_error: 28.2310 - output23_mean_squared_error: 18.4502 - output24_mean_squared_error: 29.4579 - output25_mean_squared_error: 33.6666 - output26_mean_squared_error: 18.4312 - output27_mean_squared_error: 36.4716 - output28_mean_squared_error: 30.8490 - output29_mean_squared_error: 41.5687 Epoch 301/2000 121/121 [==============================] - 0s 1ms/step - loss: 857.4495 - output00_loss: 15.1534 - output01_loss: 21.4419 - output02_loss: 31.8396 - output03_loss: 43.4277 - output04_loss: 36.9463 - output05_loss: 23.4227 - output06_loss: 33.2591 - output07_loss: 36.6977 - output08_loss: 21.2864 - output09_loss: 27.8774 - output10_loss: 22.5692 - output11_loss: 25.5098 - output12_loss: 25.0924 - output13_loss: 32.9838 - output14_loss: 26.9836 - output15_loss: 37.0344 - output16_loss: 23.6032 - output17_loss: 36.3714 - output18_loss: 18.9649 - output19_loss: 15.3195 - output20_loss: 23.4872 - output21_loss: 41.2305 - output22_loss: 28.2091 - output23_loss: 18.4351 - output24_loss: 29.4278 - output25_loss: 33.6393 - output26_loss: 18.4138 - output27_loss: 36.4437 - output28_loss: 30.8319 - output29_loss: 41.5466 - output00_mean_squared_error: 15.1534 - output01_mean_squared_error: 21.4419 - output02_mean_squared_error: 31.8396 - output03_mean_squared_error: 43.4277 - output04_mean_squared_error: 36.9463 - output05_mean_squared_error: 23.4227 - output06_mean_squared_error: 33.2591 - output07_mean_squared_error: 36.6977 - output08_mean_squared_error: 21.2864 - output09_mean_squared_error: 27.8774 - output10_mean_squared_error: 22.5692 - output11_mean_squared_error: 25.5098 - output12_mean_squared_error: 25.0924 - output13_mean_squared_error: 32.9838 - output14_mean_squared_error: 26.9836 - output15_mean_squared_error: 37.0344 - output16_mean_squared_error: 23.6032 - output17_mean_squared_error: 36.3714 - output18_mean_squared_error: 18.9649 - output19_mean_squared_error: 15.3195 - output20_mean_squared_error: 23.4872 - output21_mean_squared_error: 41.2305 - output22_mean_squared_error: 28.2091 - output23_mean_squared_error: 18.4351 - output24_mean_squared_error: 29.4278 - output25_mean_squared_error: 33.6393 - output26_mean_squared_error: 18.4138 - output27_mean_squared_error: 36.4437 - output28_mean_squared_error: 30.8319 - output29_mean_squared_error: 41.5466 Epoch 302/2000 121/121 [==============================] - 0s 1ms/step - loss: 856.6856 - output00_loss: 15.1401 - output01_loss: 21.4209 - output02_loss: 31.8092 - output03_loss: 43.3939 - output04_loss: 36.9293 - output05_loss: 23.3960 - output06_loss: 33.2350 - output07_loss: 36.6501 - output08_loss: 21.2610 - output09_loss: 27.8388 - output10_loss: 22.5537 - output11_loss: 25.4861 - output12_loss: 25.0617 - output13_loss: 32.9688 - output14_loss: 26.9612 - output15_loss: 37.0132 - output16_loss: 23.5869 - output17_loss: 36.3112 - output18_loss: 18.9397 - output19_loss: 15.3117 - output20_loss: 23.4606 - output21_loss: 41.1870 - output22_loss: 28.1873 - output23_loss: 18.4202 - output24_loss: 29.3979 - output25_loss: 33.6121 - output26_loss: 18.3965 - output27_loss: 36.4160 - output28_loss: 30.8148 - output29_loss: 41.5245 - output00_mean_squared_error: 15.1401 - output01_mean_squared_error: 21.4209 - output02_mean_squared_error: 31.8092 - output03_mean_squared_error: 43.3939 - output04_mean_squared_error: 36.9293 - output05_mean_squared_error: 23.3960 - output06_mean_squared_error: 33.2350 - output07_mean_squared_error: 36.6501 - output08_mean_squared_error: 21.2610 - output09_mean_squared_error: 27.8388 - output10_mean_squared_error: 22.5537 - output11_mean_squared_error: 25.4861 - output12_mean_squared_error: 25.0617 - output13_mean_squared_error: 32.9688 - output14_mean_squared_error: 26.9612 - output15_mean_squared_error: 37.0132 - output16_mean_squared_error: 23.5869 - output17_mean_squared_error: 36.3112 - output18_mean_squared_error: 18.9397 - output19_mean_squared_error: 15.3117 - output20_mean_squared_error: 23.4606 - output21_mean_squared_error: 41.1870 - output22_mean_squared_error: 28.1873 - output23_mean_squared_error: 18.4202 - output24_mean_squared_error: 29.3979 - output25_mean_squared_error: 33.6121 - output26_mean_squared_error: 18.3965 - output27_mean_squared_error: 36.4160 - output28_mean_squared_error: 30.8148 - output29_mean_squared_error: 41.5245 Epoch 303/2000 121/121 [==============================] - 0s 1ms/step - loss: 855.9242 - output00_loss: 15.1270 - output01_loss: 21.3999 - output02_loss: 31.7789 - output03_loss: 43.3603 - output04_loss: 36.9123 - output05_loss: 23.3693 - output06_loss: 33.2109 - output07_loss: 36.6027 - output08_loss: 21.2357 - output09_loss: 27.8003 - output10_loss: 22.5384 - output11_loss: 25.4625 - output12_loss: 25.0311 - output13_loss: 32.9539 - output14_loss: 26.9389 - output15_loss: 36.9920 - output16_loss: 23.5707 - output17_loss: 36.2513 - output18_loss: 18.9147 - output19_loss: 15.3040 - output20_loss: 23.4340 - output21_loss: 41.1437 - output22_loss: 28.1656 - output23_loss: 18.4052 - output24_loss: 29.3681 - output25_loss: 33.5851 - output26_loss: 18.3792 - output27_loss: 36.3883 - output28_loss: 30.7977 - output29_loss: 41.5025 - output00_mean_squared_error: 15.1270 - output01_mean_squared_error: 21.3999 - output02_mean_squared_error: 31.7789 - output03_mean_squared_error: 43.3603 - output04_mean_squared_error: 36.9123 - output05_mean_squared_error: 23.3693 - output06_mean_squared_error: 33.2109 - output07_mean_squared_error: 36.6027 - output08_mean_squared_error: 21.2357 - output09_mean_squared_error: 27.8003 - output10_mean_squared_error: 22.5384 - output11_mean_squared_error: 25.4625 - output12_mean_squared_error: 25.0311 - output13_mean_squared_error: 32.9539 - output14_mean_squared_error: 26.9389 - output15_mean_squared_error: 36.9920 - output16_mean_squared_error: 23.5707 - output17_mean_squared_error: 36.2513 - output18_mean_squared_error: 18.9147 - output19_mean_squared_error: 15.3040 - output20_mean_squared_error: 23.4340 - output21_mean_squared_error: 41.1437 - output22_mean_squared_error: 28.1656 - output23_mean_squared_error: 18.4052 - output24_mean_squared_error: 29.3681 - output25_mean_squared_error: 33.5851 - output26_mean_squared_error: 18.3792 - output27_mean_squared_error: 36.3883 - output28_mean_squared_error: 30.7977 - output29_mean_squared_error: 41.5025 Epoch 304/2000 121/121 [==============================] - 0s 790us/step - loss: 855.1656 - output00_loss: 15.1139 - output01_loss: 21.3790 - output02_loss: 31.7487 - output03_loss: 43.3267 - output04_loss: 36.8953 - output05_loss: 23.3429 - output06_loss: 33.1868 - output07_loss: 36.5555 - output08_loss: 21.2105 - output09_loss: 27.7620 - output10_loss: 22.5231 - output11_loss: 25.4390 - output12_loss: 25.0007 - output13_loss: 32.9389 - output14_loss: 26.9166 - output15_loss: 36.9709 - output16_loss: 23.5546 - output17_loss: 36.1917 - output18_loss: 18.8899 - output19_loss: 15.2962 - output20_loss: 23.4074 - output21_loss: 41.1005 - output22_loss: 28.1440 - output23_loss: 18.3904 - output24_loss: 29.3385 - output25_loss: 33.5583 - output26_loss: 18.3621 - output27_loss: 36.3607 - output28_loss: 30.7807 - output29_loss: 41.4804 - output00_mean_squared_error: 15.1139 - output01_mean_squared_error: 21.3790 - output02_mean_squared_error: 31.7487 - output03_mean_squared_error: 43.3267 - output04_mean_squared_error: 36.8953 - output05_mean_squared_error: 23.3429 - output06_mean_squared_error: 33.1868 - output07_mean_squared_error: 36.5555 - output08_mean_squared_error: 21.2105 - output09_mean_squared_error: 27.7620 - output10_mean_squared_error: 22.5231 - output11_mean_squared_error: 25.4390 - output12_mean_squared_error: 25.0007 - output13_mean_squared_error: 32.9389 - output14_mean_squared_error: 26.9166 - output15_mean_squared_error: 36.9709 - output16_mean_squared_error: 23.5546 - output17_mean_squared_error: 36.1917 - output18_mean_squared_error: 18.8899 - output19_mean_squared_error: 15.2962 - output20_mean_squared_error: 23.4074 - output21_mean_squared_error: 41.1005 - output22_mean_squared_error: 28.1440 - output23_mean_squared_error: 18.3904 - output24_mean_squared_error: 29.3385 - output25_mean_squared_error: 33.5583 - output26_mean_squared_error: 18.3621 - output27_mean_squared_error: 36.3607 - output28_mean_squared_error: 30.7807 - output29_mean_squared_error: 41.4804 Epoch 305/2000 121/121 [==============================] - 0s 912us/step - loss: 854.4099 - output00_loss: 15.1009 - output01_loss: 21.3581 - output02_loss: 31.7186 - output03_loss: 43.2932 - output04_loss: 36.8783 - output05_loss: 23.3166 - output06_loss: 33.1628 - output07_loss: 36.5084 - output08_loss: 21.1854 - output09_loss: 27.7239 - output10_loss: 22.5079 - output11_loss: 25.4156 - output12_loss: 24.9703 - output13_loss: 32.9240 - output14_loss: 26.8945 - output15_loss: 36.9498 - output16_loss: 23.5385 - output17_loss: 36.1323 - output18_loss: 18.8651 - output19_loss: 15.2885 - output20_loss: 23.3809 - output21_loss: 41.0575 - output22_loss: 28.1225 - output23_loss: 18.3756 - output24_loss: 29.3090 - output25_loss: 33.5316 - output26_loss: 18.3450 - output27_loss: 36.3332 - output28_loss: 30.7636 - output29_loss: 41.4583 - output00_mean_squared_error: 15.1009 - output01_mean_squared_error: 21.3581 - output02_mean_squared_error: 31.7186 - output03_mean_squared_error: 43.2932 - output04_mean_squared_error: 36.8783 - output05_mean_squared_error: 23.3166 - output06_mean_squared_error: 33.1628 - output07_mean_squared_error: 36.5084 - output08_mean_squared_error: 21.1854 - output09_mean_squared_error: 27.7239 - output10_mean_squared_error: 22.5079 - output11_mean_squared_error: 25.4156 - output12_mean_squared_error: 24.9703 - output13_mean_squared_error: 32.9240 - output14_mean_squared_error: 26.8945 - output15_mean_squared_error: 36.9498 - output16_mean_squared_error: 23.5385 - output17_mean_squared_error: 36.1323 - output18_mean_squared_error: 18.8651 - output19_mean_squared_error: 15.2885 - output20_mean_squared_error: 23.3809 - output21_mean_squared_error: 41.0575 - output22_mean_squared_error: 28.1225 - output23_mean_squared_error: 18.3756 - output24_mean_squared_error: 29.3090 - output25_mean_squared_error: 33.5316 - output26_mean_squared_error: 18.3450 - output27_mean_squared_error: 36.3332 - output28_mean_squared_error: 30.7636 - output29_mean_squared_error: 41.4583 Epoch 306/2000 121/121 [==============================] - 0s 960us/step - loss: 853.6566 - output00_loss: 15.0880 - output01_loss: 21.3373 - output02_loss: 31.6885 - output03_loss: 43.2599 - output04_loss: 36.8613 - output05_loss: 23.2905 - output06_loss: 33.1387 - output07_loss: 36.4616 - output08_loss: 21.1604 - output09_loss: 27.6860 - output10_loss: 22.4928 - output11_loss: 25.3923 - output12_loss: 24.9401 - output13_loss: 32.9091 - output14_loss: 26.8723 - output15_loss: 36.9287 - output16_loss: 23.5226 - output17_loss: 36.0732 - output18_loss: 18.8405 - output19_loss: 15.2807 - output20_loss: 23.3544 - output21_loss: 41.0146 - output22_loss: 28.1010 - output23_loss: 18.3610 - output24_loss: 29.2796 - output25_loss: 33.5050 - output26_loss: 18.3280 - output27_loss: 36.3059 - output28_loss: 30.7466 - output29_loss: 41.4362 - output00_mean_squared_error: 15.0880 - output01_mean_squared_error: 21.3373 - output02_mean_squared_error: 31.6885 - output03_mean_squared_error: 43.2599 - output04_mean_squared_error: 36.8613 - output05_mean_squared_error: 23.2905 - output06_mean_squared_error: 33.1387 - output07_mean_squared_error: 36.4616 - output08_mean_squared_error: 21.1604 - output09_mean_squared_error: 27.6860 - output10_mean_squared_error: 22.4928 - output11_mean_squared_error: 25.3923 - output12_mean_squared_error: 24.9401 - output13_mean_squared_error: 32.9091 - output14_mean_squared_error: 26.8723 - output15_mean_squared_error: 36.9287 - output16_mean_squared_error: 23.5226 - output17_mean_squared_error: 36.0732 - output18_mean_squared_error: 18.8405 - output19_mean_squared_error: 15.2807 - output20_mean_squared_error: 23.3544 - output21_mean_squared_error: 41.0146 - output22_mean_squared_error: 28.1010 - output23_mean_squared_error: 18.3610 - output24_mean_squared_error: 29.2796 - output25_mean_squared_error: 33.5050 - output26_mean_squared_error: 18.3280 - output27_mean_squared_error: 36.3059 - output28_mean_squared_error: 30.7466 - output29_mean_squared_error: 41.4362 Epoch 307/2000 121/121 [==============================] - 0s 1ms/step - loss: 852.9061 - output00_loss: 15.0751 - output01_loss: 21.3165 - output02_loss: 31.6586 - output03_loss: 43.2266 - output04_loss: 36.8443 - output05_loss: 23.2645 - output06_loss: 33.1147 - output07_loss: 36.4149 - output08_loss: 21.1355 - output09_loss: 27.6482 - output10_loss: 22.4777 - output11_loss: 25.3691 - output12_loss: 24.9100 - output13_loss: 32.8942 - output14_loss: 26.8503 - output15_loss: 36.9077 - output16_loss: 23.5067 - output17_loss: 36.0143 - output18_loss: 18.8160 - output19_loss: 15.2730 - output20_loss: 23.3280 - output21_loss: 40.9719 - output22_loss: 28.0796 - output23_loss: 18.3464 - output24_loss: 29.2503 - output25_loss: 33.4786 - output26_loss: 18.3111 - output27_loss: 36.2786 - output28_loss: 30.7295 - output29_loss: 41.4141 - output00_mean_squared_error: 15.0751 - output01_mean_squared_error: 21.3165 - output02_mean_squared_error: 31.6586 - output03_mean_squared_error: 43.2266 - output04_mean_squared_error: 36.8443 - output05_mean_squared_error: 23.2645 - output06_mean_squared_error: 33.1147 - output07_mean_squared_error: 36.4149 - output08_mean_squared_error: 21.1355 - output09_mean_squared_error: 27.6482 - output10_mean_squared_error: 22.4777 - output11_mean_squared_error: 25.3691 - output12_mean_squared_error: 24.9100 - output13_mean_squared_error: 32.8942 - output14_mean_squared_error: 26.8503 - output15_mean_squared_error: 36.9077 - output16_mean_squared_error: 23.5067 - output17_mean_squared_error: 36.0143 - output18_mean_squared_error: 18.8160 - output19_mean_squared_error: 15.2730 - output20_mean_squared_error: 23.3280 - output21_mean_squared_error: 40.9719 - output22_mean_squared_error: 28.0796 - output23_mean_squared_error: 18.3464 - output24_mean_squared_error: 29.2503 - output25_mean_squared_error: 33.4786 - output26_mean_squared_error: 18.3111 - output27_mean_squared_error: 36.2786 - output28_mean_squared_error: 30.7295 - output29_mean_squared_error: 41.4141 Epoch 308/2000 121/121 [==============================] - 0s 521us/step - loss: 852.1583 - output00_loss: 15.0623 - output01_loss: 21.2958 - output02_loss: 31.6287 - output03_loss: 43.1934 - output04_loss: 36.8274 - output05_loss: 23.2387 - output06_loss: 33.0907 - output07_loss: 36.3683 - output08_loss: 21.1107 - output09_loss: 27.6106 - output10_loss: 22.4628 - output11_loss: 25.3461 - output12_loss: 24.8799 - output13_loss: 32.8793 - output14_loss: 26.8283 - output15_loss: 36.8867 - output16_loss: 23.4910 - output17_loss: 35.9557 - output18_loss: 18.7917 - output19_loss: 15.2652 - output20_loss: 23.3016 - output21_loss: 40.9293 - output22_loss: 28.0583 - output23_loss: 18.3318 - output24_loss: 29.2211 - output25_loss: 33.4523 - output26_loss: 18.2942 - output27_loss: 36.2515 - output28_loss: 30.7125 - output29_loss: 41.3921 - output00_mean_squared_error: 15.0623 - output01_mean_squared_error: 21.2958 - output02_mean_squared_error: 31.6287 - output03_mean_squared_error: 43.1934 - output04_mean_squared_error: 36.8274 - output05_mean_squared_error: 23.2387 - output06_mean_squared_error: 33.0907 - output07_mean_squared_error: 36.3683 - output08_mean_squared_error: 21.1107 - output09_mean_squared_error: 27.6106 - output10_mean_squared_error: 22.4628 - output11_mean_squared_error: 25.3461 - output12_mean_squared_error: 24.8799 - output13_mean_squared_error: 32.8793 - output14_mean_squared_error: 26.8283 - output15_mean_squared_error: 36.8867 - output16_mean_squared_error: 23.4910 - output17_mean_squared_error: 35.9557 - output18_mean_squared_error: 18.7917 - output19_mean_squared_error: 15.2652 - output20_mean_squared_error: 23.3016 - output21_mean_squared_error: 40.9293 - output22_mean_squared_error: 28.0583 - output23_mean_squared_error: 18.3318 - output24_mean_squared_error: 29.2211 - output25_mean_squared_error: 33.4523 - output26_mean_squared_error: 18.2942 - output27_mean_squared_error: 36.2515 - output28_mean_squared_error: 30.7125 - output29_mean_squared_error: 41.3921 Epoch 309/2000 121/121 [==============================] - 0s 506us/step - loss: 851.4131 - output00_loss: 15.0496 - output01_loss: 21.2751 - output02_loss: 31.5990 - output03_loss: 43.1603 - output04_loss: 36.8104 - output05_loss: 23.2130 - output06_loss: 33.0667 - output07_loss: 36.3220 - output08_loss: 21.0861 - output09_loss: 27.5731 - output10_loss: 22.4479 - output11_loss: 25.3232 - output12_loss: 24.8501 - output13_loss: 32.8645 - output14_loss: 26.8064 - output15_loss: 36.8658 - output16_loss: 23.4753 - output17_loss: 35.8973 - output18_loss: 18.7675 - output19_loss: 15.2575 - output20_loss: 23.2753 - output21_loss: 40.8869 - output22_loss: 28.0371 - output23_loss: 18.3174 - output24_loss: 29.1921 - output25_loss: 33.4261 - output26_loss: 18.2775 - output27_loss: 36.2244 - output28_loss: 30.6955 - output29_loss: 41.3700 - output00_mean_squared_error: 15.0496 - output01_mean_squared_error: 21.2751 - output02_mean_squared_error: 31.5990 - output03_mean_squared_error: 43.1603 - output04_mean_squared_error: 36.8104 - output05_mean_squared_error: 23.2130 - output06_mean_squared_error: 33.0667 - output07_mean_squared_error: 36.3220 - output08_mean_squared_error: 21.0861 - output09_mean_squared_error: 27.5731 - output10_mean_squared_error: 22.4479 - output11_mean_squared_error: 25.3232 - output12_mean_squared_error: 24.8501 - output13_mean_squared_error: 32.8645 - output14_mean_squared_error: 26.8064 - output15_mean_squared_error: 36.8658 - output16_mean_squared_error: 23.4753 - output17_mean_squared_error: 35.8973 - output18_mean_squared_error: 18.7675 - output19_mean_squared_error: 15.2575 - output20_mean_squared_error: 23.2753 - output21_mean_squared_error: 40.8869 - output22_mean_squared_error: 28.0371 - output23_mean_squared_error: 18.3174 - output24_mean_squared_error: 29.1921 - output25_mean_squared_error: 33.4261 - output26_mean_squared_error: 18.2775 - output27_mean_squared_error: 36.2244 - output28_mean_squared_error: 30.6955 - output29_mean_squared_error: 41.3700 Epoch 310/2000 121/121 [==============================] - 0s 975us/step - loss: 850.6704 - output00_loss: 15.0369 - output01_loss: 21.2545 - output02_loss: 31.5693 - output03_loss: 43.1273 - output04_loss: 36.7934 - output05_loss: 23.1875 - output06_loss: 33.0427 - output07_loss: 36.2758 - output08_loss: 21.0615 - output09_loss: 27.5359 - output10_loss: 22.4331 - output11_loss: 25.3003 - output12_loss: 24.8203 - output13_loss: 32.8497 - output14_loss: 26.7846 - output15_loss: 36.8449 - output16_loss: 23.4598 - output17_loss: 35.8392 - output18_loss: 18.7434 - output19_loss: 15.2498 - output20_loss: 23.2490 - output21_loss: 40.8446 - output22_loss: 28.0159 - output23_loss: 18.3030 - output24_loss: 29.1632 - output25_loss: 33.4001 - output26_loss: 18.2608 - output27_loss: 36.1975 - output28_loss: 30.6785 - output29_loss: 41.3479 - output00_mean_squared_error: 15.0369 - output01_mean_squared_error: 21.2545 - output02_mean_squared_error: 31.5693 - output03_mean_squared_error: 43.1273 - output04_mean_squared_error: 36.7934 - output05_mean_squared_error: 23.1875 - output06_mean_squared_error: 33.0427 - output07_mean_squared_error: 36.2758 - output08_mean_squared_error: 21.0615 - output09_mean_squared_error: 27.5359 - output10_mean_squared_error: 22.4331 - output11_mean_squared_error: 25.3003 - output12_mean_squared_error: 24.8203 - output13_mean_squared_error: 32.8497 - output14_mean_squared_error: 26.7846 - output15_mean_squared_error: 36.8449 - output16_mean_squared_error: 23.4598 - output17_mean_squared_error: 35.8392 - output18_mean_squared_error: 18.7434 - output19_mean_squared_error: 15.2498 - output20_mean_squared_error: 23.2490 - output21_mean_squared_error: 40.8446 - output22_mean_squared_error: 28.0159 - output23_mean_squared_error: 18.3030 - output24_mean_squared_error: 29.1632 - output25_mean_squared_error: 33.4001 - output26_mean_squared_error: 18.2608 - output27_mean_squared_error: 36.1975 - output28_mean_squared_error: 30.6785 - output29_mean_squared_error: 41.3479 Epoch 311/2000 121/121 [==============================] - 0s 949us/step - loss: 849.9304 - output00_loss: 15.0243 - output01_loss: 21.2339 - output02_loss: 31.5397 - output03_loss: 43.0943 - output04_loss: 36.7765 - output05_loss: 23.1621 - output06_loss: 33.0187 - output07_loss: 36.2299 - output08_loss: 21.0370 - output09_loss: 27.4988 - output10_loss: 22.4184 - output11_loss: 25.2776 - output12_loss: 24.7906 - output13_loss: 32.8348 - output14_loss: 26.7628 - output15_loss: 36.8241 - output16_loss: 23.4443 - output17_loss: 35.7814 - output18_loss: 18.7195 - output19_loss: 15.2421 - output20_loss: 23.2228 - output21_loss: 40.8025 - output22_loss: 27.9949 - output23_loss: 18.2887 - output24_loss: 29.1344 - output25_loss: 33.3742 - output26_loss: 18.2442 - output27_loss: 36.1706 - output28_loss: 30.6615 - output29_loss: 41.3259 - output00_mean_squared_error: 15.0243 - output01_mean_squared_error: 21.2339 - output02_mean_squared_error: 31.5397 - output03_mean_squared_error: 43.0943 - output04_mean_squared_error: 36.7765 - output05_mean_squared_error: 23.1621 - output06_mean_squared_error: 33.0187 - output07_mean_squared_error: 36.2299 - output08_mean_squared_error: 21.0370 - output09_mean_squared_error: 27.4988 - output10_mean_squared_error: 22.4184 - output11_mean_squared_error: 25.2776 - output12_mean_squared_error: 24.7906 - output13_mean_squared_error: 32.8348 - output14_mean_squared_error: 26.7628 - output15_mean_squared_error: 36.8241 - output16_mean_squared_error: 23.4443 - output17_mean_squared_error: 35.7814 - output18_mean_squared_error: 18.7195 - output19_mean_squared_error: 15.2421 - output20_mean_squared_error: 23.2228 - output21_mean_squared_error: 40.8025 - output22_mean_squared_error: 27.9949 - output23_mean_squared_error: 18.2887 - output24_mean_squared_error: 29.1344 - output25_mean_squared_error: 33.3742 - output26_mean_squared_error: 18.2442 - output27_mean_squared_error: 36.1706 - output28_mean_squared_error: 30.6615 - output29_mean_squared_error: 41.3259 Epoch 312/2000 121/121 [==============================] - 0s 784us/step - loss: 849.1931 - output00_loss: 15.0117 - output01_loss: 21.2134 - output02_loss: 31.5102 - output03_loss: 43.0615 - output04_loss: 36.7595 - output05_loss: 23.1369 - output06_loss: 32.9948 - output07_loss: 36.1840 - output08_loss: 21.0126 - output09_loss: 27.4618 - output10_loss: 22.4038 - output11_loss: 25.2550 - output12_loss: 24.7611 - output13_loss: 32.8200 - output14_loss: 26.7411 - output15_loss: 36.8033 - output16_loss: 23.4290 - output17_loss: 35.7237 - output18_loss: 18.6956 - output19_loss: 15.2344 - output20_loss: 23.1966 - output21_loss: 40.7606 - output22_loss: 27.9739 - output23_loss: 18.2745 - output24_loss: 29.1058 - output25_loss: 33.3485 - output26_loss: 18.2277 - output27_loss: 36.1439 - output28_loss: 30.6445 - output29_loss: 41.3038 - output00_mean_squared_error: 15.0117 - output01_mean_squared_error: 21.2134 - output02_mean_squared_error: 31.5102 - output03_mean_squared_error: 43.0615 - output04_mean_squared_error: 36.7595 - output05_mean_squared_error: 23.1369 - output06_mean_squared_error: 32.9948 - output07_mean_squared_error: 36.1840 - output08_mean_squared_error: 21.0126 - output09_mean_squared_error: 27.4618 - output10_mean_squared_error: 22.4038 - output11_mean_squared_error: 25.2550 - output12_mean_squared_error: 24.7611 - output13_mean_squared_error: 32.8200 - output14_mean_squared_error: 26.7411 - output15_mean_squared_error: 36.8033 - output16_mean_squared_error: 23.4290 - output17_mean_squared_error: 35.7237 - output18_mean_squared_error: 18.6956 - output19_mean_squared_error: 15.2344 - output20_mean_squared_error: 23.1966 - output21_mean_squared_error: 40.7606 - output22_mean_squared_error: 27.9739 - output23_mean_squared_error: 18.2745 - output24_mean_squared_error: 29.1058 - output25_mean_squared_error: 33.3485 - output26_mean_squared_error: 18.2277 - output27_mean_squared_error: 36.1439 - output28_mean_squared_error: 30.6445 - output29_mean_squared_error: 41.3038 Epoch 313/2000 121/121 [==============================] - 0s 795us/step - loss: 848.4583 - output00_loss: 14.9992 - output01_loss: 21.1929 - output02_loss: 31.4807 - output03_loss: 43.0288 - output04_loss: 36.7426 - output05_loss: 23.1118 - output06_loss: 32.9708 - output07_loss: 36.1384 - output08_loss: 20.9883 - output09_loss: 27.4250 - output10_loss: 22.3892 - output11_loss: 25.2325 - output12_loss: 24.7316 - output13_loss: 32.8053 - output14_loss: 26.7195 - output15_loss: 36.7826 - output16_loss: 23.4137 - output17_loss: 35.6664 - output18_loss: 18.6719 - output19_loss: 15.2267 - output20_loss: 23.1704 - output21_loss: 40.7188 - output22_loss: 27.9529 - output23_loss: 18.2604 - output24_loss: 29.0772 - output25_loss: 33.3229 - output26_loss: 18.2113 - output27_loss: 36.1173 - output28_loss: 30.6275 - output29_loss: 41.2818 - output00_mean_squared_error: 14.9992 - output01_mean_squared_error: 21.1929 - output02_mean_squared_error: 31.4807 - output03_mean_squared_error: 43.0288 - output04_mean_squared_error: 36.7426 - output05_mean_squared_error: 23.1118 - output06_mean_squared_error: 32.9708 - output07_mean_squared_error: 36.1384 - output08_mean_squared_error: 20.9883 - output09_mean_squared_error: 27.4250 - output10_mean_squared_error: 22.3892 - output11_mean_squared_error: 25.2325 - output12_mean_squared_error: 24.7316 - output13_mean_squared_error: 32.8053 - output14_mean_squared_error: 26.7195 - output15_mean_squared_error: 36.7826 - output16_mean_squared_error: 23.4137 - output17_mean_squared_error: 35.6664 - output18_mean_squared_error: 18.6719 - output19_mean_squared_error: 15.2267 - output20_mean_squared_error: 23.1704 - output21_mean_squared_error: 40.7188 - output22_mean_squared_error: 27.9529 - output23_mean_squared_error: 18.2604 - output24_mean_squared_error: 29.0772 - output25_mean_squared_error: 33.3229 - output26_mean_squared_error: 18.2113 - output27_mean_squared_error: 36.1173 - output28_mean_squared_error: 30.6275 - output29_mean_squared_error: 41.2818 Epoch 314/2000 121/121 [==============================] - 0s 504us/step - loss: 847.7262 - output00_loss: 14.9868 - output01_loss: 21.1725 - output02_loss: 31.4514 - output03_loss: 42.9961 - output04_loss: 36.7257 - output05_loss: 23.0869 - output06_loss: 32.9469 - output07_loss: 36.0929 - output08_loss: 20.9642 - output09_loss: 27.3884 - output10_loss: 22.3747 - output11_loss: 25.2101 - output12_loss: 24.7023 - output13_loss: 32.7905 - output14_loss: 26.6979 - output15_loss: 36.7619 - output16_loss: 23.3985 - output17_loss: 35.6092 - output18_loss: 18.6484 - output19_loss: 15.2190 - output20_loss: 23.1443 - output21_loss: 40.6771 - output22_loss: 27.9321 - output23_loss: 18.2463 - output24_loss: 29.0488 - output25_loss: 33.2974 - output26_loss: 18.1949 - output27_loss: 36.0908 - output28_loss: 30.6105 - output29_loss: 41.2597 - output00_mean_squared_error: 14.9868 - output01_mean_squared_error: 21.1725 - output02_mean_squared_error: 31.4514 - output03_mean_squared_error: 42.9961 - output04_mean_squared_error: 36.7257 - output05_mean_squared_error: 23.0869 - output06_mean_squared_error: 32.9469 - output07_mean_squared_error: 36.0929 - output08_mean_squared_error: 20.9642 - output09_mean_squared_error: 27.3884 - output10_mean_squared_error: 22.3747 - output11_mean_squared_error: 25.2101 - output12_mean_squared_error: 24.7023 - output13_mean_squared_error: 32.7905 - output14_mean_squared_error: 26.6979 - output15_mean_squared_error: 36.7619 - output16_mean_squared_error: 23.3985 - output17_mean_squared_error: 35.6092 - output18_mean_squared_error: 18.6484 - output19_mean_squared_error: 15.2190 - output20_mean_squared_error: 23.1443 - output21_mean_squared_error: 40.6771 - output22_mean_squared_error: 27.9321 - output23_mean_squared_error: 18.2463 - output24_mean_squared_error: 29.0488 - output25_mean_squared_error: 33.2974 - output26_mean_squared_error: 18.1949 - output27_mean_squared_error: 36.0908 - output28_mean_squared_error: 30.6105 - output29_mean_squared_error: 41.2597 Epoch 315/2000 121/121 [==============================] - 0s 1ms/step - loss: 846.9966 - output00_loss: 14.9744 - output01_loss: 21.1521 - output02_loss: 31.4221 - output03_loss: 42.9635 - output04_loss: 36.7087 - output05_loss: 23.0622 - output06_loss: 32.9229 - output07_loss: 36.0477 - output08_loss: 20.9401 - output09_loss: 27.3519 - output10_loss: 22.3603 - output11_loss: 25.1878 - output12_loss: 24.6731 - output13_loss: 32.7758 - output14_loss: 26.6764 - output15_loss: 36.7412 - output16_loss: 23.3834 - output17_loss: 35.5523 - output18_loss: 18.6249 - output19_loss: 15.2113 - output20_loss: 23.1182 - output21_loss: 40.6356 - output22_loss: 27.9113 - output23_loss: 18.2323 - output24_loss: 29.0205 - output25_loss: 33.2720 - output26_loss: 18.1786 - output27_loss: 36.0644 - output28_loss: 30.5935 - output29_loss: 41.2377 - output00_mean_squared_error: 14.9744 - output01_mean_squared_error: 21.1521 - output02_mean_squared_error: 31.4221 - output03_mean_squared_error: 42.9635 - output04_mean_squared_error: 36.7087 - output05_mean_squared_error: 23.0622 - output06_mean_squared_error: 32.9229 - output07_mean_squared_error: 36.0477 - output08_mean_squared_error: 20.9401 - output09_mean_squared_error: 27.3519 - output10_mean_squared_error: 22.3603 - output11_mean_squared_error: 25.1878 - output12_mean_squared_error: 24.6731 - output13_mean_squared_error: 32.7758 - output14_mean_squared_error: 26.6764 - output15_mean_squared_error: 36.7412 - output16_mean_squared_error: 23.3834 - output17_mean_squared_error: 35.5523 - output18_mean_squared_error: 18.6249 - output19_mean_squared_error: 15.2113 - output20_mean_squared_error: 23.1182 - output21_mean_squared_error: 40.6356 - output22_mean_squared_error: 27.9113 - output23_mean_squared_error: 18.2323 - output24_mean_squared_error: 29.0205 - output25_mean_squared_error: 33.2720 - output26_mean_squared_error: 18.1786 - output27_mean_squared_error: 36.0644 - output28_mean_squared_error: 30.5935 - output29_mean_squared_error: 41.2377 Epoch 316/2000 121/121 [==============================] - 0s 980us/step - loss: 846.2696 - output00_loss: 14.9621 - output01_loss: 21.1318 - output02_loss: 31.3930 - output03_loss: 42.9311 - output04_loss: 36.6918 - output05_loss: 23.0376 - output06_loss: 32.8990 - output07_loss: 36.0025 - output08_loss: 20.9161 - output09_loss: 27.3156 - output10_loss: 22.3460 - output11_loss: 25.1657 - output12_loss: 24.6440 - output13_loss: 32.7611 - output14_loss: 26.6550 - output15_loss: 36.7206 - output16_loss: 23.3684 - output17_loss: 35.4957 - output18_loss: 18.6016 - output19_loss: 15.2036 - output20_loss: 23.0922 - output21_loss: 40.5943 - output22_loss: 27.8906 - output23_loss: 18.2184 - output24_loss: 28.9923 - output25_loss: 33.2468 - output26_loss: 18.1624 - output27_loss: 36.0380 - output28_loss: 30.5766 - output29_loss: 41.2156 - output00_mean_squared_error: 14.9621 - output01_mean_squared_error: 21.1318 - output02_mean_squared_error: 31.3930 - output03_mean_squared_error: 42.9311 - output04_mean_squared_error: 36.6918 - output05_mean_squared_error: 23.0376 - output06_mean_squared_error: 32.8990 - output07_mean_squared_error: 36.0025 - output08_mean_squared_error: 20.9161 - output09_mean_squared_error: 27.3156 - output10_mean_squared_error: 22.3460 - output11_mean_squared_error: 25.1657 - output12_mean_squared_error: 24.6440 - output13_mean_squared_error: 32.7611 - output14_mean_squared_error: 26.6550 - output15_mean_squared_error: 36.7206 - output16_mean_squared_error: 23.3684 - output17_mean_squared_error: 35.4957 - output18_mean_squared_error: 18.6016 - output19_mean_squared_error: 15.2036 - output20_mean_squared_error: 23.0922 - output21_mean_squared_error: 40.5943 - output22_mean_squared_error: 27.8906 - output23_mean_squared_error: 18.2184 - output24_mean_squared_error: 28.9923 - output25_mean_squared_error: 33.2468 - output26_mean_squared_error: 18.1624 - output27_mean_squared_error: 36.0380 - output28_mean_squared_error: 30.5766 - output29_mean_squared_error: 41.2156 Epoch 317/2000 121/121 [==============================] - 0s 1ms/step - loss: 845.5454 - output00_loss: 14.9499 - output01_loss: 21.1115 - output02_loss: 31.3639 - output03_loss: 42.8987 - output04_loss: 36.6749 - output05_loss: 23.0131 - output06_loss: 32.8751 - output07_loss: 35.9576 - output08_loss: 20.8922 - output09_loss: 27.2795 - output10_loss: 22.3318 - output11_loss: 25.1436 - output12_loss: 24.6150 - output13_loss: 32.7464 - output14_loss: 26.6336 - output15_loss: 36.7000 - output16_loss: 23.3535 - output17_loss: 35.4393 - output18_loss: 18.5784 - output19_loss: 15.1959 - output20_loss: 23.0663 - output21_loss: 40.5531 - output22_loss: 27.8700 - output23_loss: 18.2046 - output24_loss: 28.9643 - output25_loss: 33.2218 - output26_loss: 18.1463 - output27_loss: 36.0118 - output28_loss: 30.5596 - output29_loss: 41.1936 - output00_mean_squared_error: 14.9499 - output01_mean_squared_error: 21.1115 - output02_mean_squared_error: 31.3639 - output03_mean_squared_error: 42.8987 - output04_mean_squared_error: 36.6749 - output05_mean_squared_error: 23.0131 - output06_mean_squared_error: 32.8751 - output07_mean_squared_error: 35.9576 - output08_mean_squared_error: 20.8922 - output09_mean_squared_error: 27.2795 - output10_mean_squared_error: 22.3318 - output11_mean_squared_error: 25.1436 - output12_mean_squared_error: 24.6150 - output13_mean_squared_error: 32.7464 - output14_mean_squared_error: 26.6336 - output15_mean_squared_error: 36.7000 - output16_mean_squared_error: 23.3535 - output17_mean_squared_error: 35.4393 - output18_mean_squared_error: 18.5784 - output19_mean_squared_error: 15.1959 - output20_mean_squared_error: 23.0663 - output21_mean_squared_error: 40.5531 - output22_mean_squared_error: 27.8700 - output23_mean_squared_error: 18.2046 - output24_mean_squared_error: 28.9643 - output25_mean_squared_error: 33.2218 - output26_mean_squared_error: 18.1463 - output27_mean_squared_error: 36.0118 - output28_mean_squared_error: 30.5596 - output29_mean_squared_error: 41.1936 Epoch 318/2000 121/121 [==============================] - 0s 793us/step - loss: 844.8234 - output00_loss: 14.9377 - output01_loss: 21.0913 - output02_loss: 31.3349 - output03_loss: 42.8664 - output04_loss: 36.6580 - output05_loss: 22.9888 - output06_loss: 32.8512 - output07_loss: 35.9128 - output08_loss: 20.8685 - output09_loss: 27.2435 - output10_loss: 22.3176 - output11_loss: 25.1216 - output12_loss: 24.5861 - output13_loss: 32.7317 - output14_loss: 26.6124 - output15_loss: 36.6795 - output16_loss: 23.3387 - output17_loss: 35.3832 - output18_loss: 18.5553 - output19_loss: 15.1882 - output20_loss: 23.0403 - output21_loss: 40.5120 - output22_loss: 27.8495 - output23_loss: 18.1908 - output24_loss: 28.9363 - output25_loss: 33.1968 - output26_loss: 18.1303 - output27_loss: 35.9857 - output28_loss: 30.5427 - output29_loss: 41.1716 - output00_mean_squared_error: 14.9377 - output01_mean_squared_error: 21.0913 - output02_mean_squared_error: 31.3349 - output03_mean_squared_error: 42.8664 - output04_mean_squared_error: 36.6580 - output05_mean_squared_error: 22.9888 - output06_mean_squared_error: 32.8512 - output07_mean_squared_error: 35.9128 - output08_mean_squared_error: 20.8685 - output09_mean_squared_error: 27.2435 - output10_mean_squared_error: 22.3176 - output11_mean_squared_error: 25.1216 - output12_mean_squared_error: 24.5861 - output13_mean_squared_error: 32.7317 - output14_mean_squared_error: 26.6124 - output15_mean_squared_error: 36.6795 - output16_mean_squared_error: 23.3387 - output17_mean_squared_error: 35.3832 - output18_mean_squared_error: 18.5553 - output19_mean_squared_error: 15.1882 - output20_mean_squared_error: 23.0403 - output21_mean_squared_error: 40.5120 - output22_mean_squared_error: 27.8495 - output23_mean_squared_error: 18.1908 - output24_mean_squared_error: 28.9363 - output25_mean_squared_error: 33.1968 - output26_mean_squared_error: 18.1303 - output27_mean_squared_error: 35.9857 - output28_mean_squared_error: 30.5427 - output29_mean_squared_error: 41.1716 Epoch 319/2000 121/121 [==============================] - 0s 1ms/step - loss: 844.1041 - output00_loss: 14.9256 - output01_loss: 21.0711 - output02_loss: 31.3060 - output03_loss: 42.8342 - output04_loss: 36.6411 - output05_loss: 22.9646 - output06_loss: 32.8274 - output07_loss: 35.8682 - output08_loss: 20.8448 - output09_loss: 27.2077 - output10_loss: 22.3035 - output11_loss: 25.0998 - output12_loss: 24.5574 - output13_loss: 32.7170 - output14_loss: 26.5911 - output15_loss: 36.6590 - output16_loss: 23.3240 - output17_loss: 35.3272 - output18_loss: 18.5324 - output19_loss: 15.1806 - output20_loss: 23.0145 - output21_loss: 40.4711 - output22_loss: 27.8290 - output23_loss: 18.1771 - output24_loss: 28.9085 - output25_loss: 33.1720 - output26_loss: 18.1143 - output27_loss: 35.9597 - output28_loss: 30.5257 - output29_loss: 41.1495 - output00_mean_squared_error: 14.9256 - output01_mean_squared_error: 21.0711 - output02_mean_squared_error: 31.3060 - output03_mean_squared_error: 42.8342 - output04_mean_squared_error: 36.6411 - output05_mean_squared_error: 22.9646 - output06_mean_squared_error: 32.8274 - output07_mean_squared_error: 35.8682 - output08_mean_squared_error: 20.8448 - output09_mean_squared_error: 27.2077 - output10_mean_squared_error: 22.3035 - output11_mean_squared_error: 25.0998 - output12_mean_squared_error: 24.5574 - output13_mean_squared_error: 32.7170 - output14_mean_squared_error: 26.5911 - output15_mean_squared_error: 36.6590 - output16_mean_squared_error: 23.3240 - output17_mean_squared_error: 35.3272 - output18_mean_squared_error: 18.5324 - output19_mean_squared_error: 15.1806 - output20_mean_squared_error: 23.0145 - output21_mean_squared_error: 40.4711 - output22_mean_squared_error: 27.8290 - output23_mean_squared_error: 18.1771 - output24_mean_squared_error: 28.9085 - output25_mean_squared_error: 33.1720 - output26_mean_squared_error: 18.1143 - output27_mean_squared_error: 35.9597 - output28_mean_squared_error: 30.5257 - output29_mean_squared_error: 41.1495 Epoch 320/2000 121/121 [==============================] - 0s 511us/step - loss: 843.3874 - output00_loss: 14.9135 - output01_loss: 21.0510 - output02_loss: 31.2772 - output03_loss: 42.8020 - output04_loss: 36.6243 - output05_loss: 22.9406 - output06_loss: 32.8035 - output07_loss: 35.8238 - output08_loss: 20.8212 - output09_loss: 27.1721 - output10_loss: 22.2894 - output11_loss: 25.0780 - output12_loss: 24.5287 - output13_loss: 32.7024 - output14_loss: 26.5700 - output15_loss: 36.6386 - output16_loss: 23.3093 - output17_loss: 35.2716 - output18_loss: 18.5096 - output19_loss: 15.1729 - output20_loss: 22.9886 - output21_loss: 40.4303 - output22_loss: 27.8086 - output23_loss: 18.1635 - output24_loss: 28.8808 - output25_loss: 33.1473 - output26_loss: 18.0984 - output27_loss: 35.9338 - output28_loss: 30.5088 - output29_loss: 41.1275 - output00_mean_squared_error: 14.9135 - output01_mean_squared_error: 21.0510 - output02_mean_squared_error: 31.2772 - output03_mean_squared_error: 42.8020 - output04_mean_squared_error: 36.6243 - output05_mean_squared_error: 22.9406 - output06_mean_squared_error: 32.8035 - output07_mean_squared_error: 35.8238 - output08_mean_squared_error: 20.8212 - output09_mean_squared_error: 27.1721 - output10_mean_squared_error: 22.2894 - output11_mean_squared_error: 25.0780 - output12_mean_squared_error: 24.5287 - output13_mean_squared_error: 32.7024 - output14_mean_squared_error: 26.5700 - output15_mean_squared_error: 36.6386 - output16_mean_squared_error: 23.3093 - output17_mean_squared_error: 35.2716 - output18_mean_squared_error: 18.5096 - output19_mean_squared_error: 15.1729 - output20_mean_squared_error: 22.9886 - output21_mean_squared_error: 40.4303 - output22_mean_squared_error: 27.8086 - output23_mean_squared_error: 18.1635 - output24_mean_squared_error: 28.8808 - output25_mean_squared_error: 33.1473 - output26_mean_squared_error: 18.0984 - output27_mean_squared_error: 35.9338 - output28_mean_squared_error: 30.5088 - output29_mean_squared_error: 41.1275 Epoch 321/2000 121/121 [==============================] - 0s 1ms/step - loss: 842.6732 - output00_loss: 14.9015 - output01_loss: 21.0310 - output02_loss: 31.2484 - output03_loss: 42.7700 - output04_loss: 36.6074 - output05_loss: 22.9167 - output06_loss: 32.7797 - output07_loss: 35.7796 - output08_loss: 20.7977 - output09_loss: 27.1366 - output10_loss: 22.2755 - output11_loss: 25.0564 - output12_loss: 24.5002 - output13_loss: 32.6878 - output14_loss: 26.5489 - output15_loss: 36.6182 - output16_loss: 23.2948 - output17_loss: 35.2161 - output18_loss: 18.4869 - output19_loss: 15.1652 - output20_loss: 22.9628 - output21_loss: 40.3897 - output22_loss: 27.7883 - output23_loss: 18.1500 - output24_loss: 28.8532 - output25_loss: 33.1228 - output26_loss: 18.0826 - output27_loss: 35.9080 - output28_loss: 30.4919 - output29_loss: 41.1055 - output00_mean_squared_error: 14.9015 - output01_mean_squared_error: 21.0310 - output02_mean_squared_error: 31.2484 - output03_mean_squared_error: 42.7700 - output04_mean_squared_error: 36.6074 - output05_mean_squared_error: 22.9167 - output06_mean_squared_error: 32.7797 - output07_mean_squared_error: 35.7796 - output08_mean_squared_error: 20.7977 - output09_mean_squared_error: 27.1366 - output10_mean_squared_error: 22.2755 - output11_mean_squared_error: 25.0564 - output12_mean_squared_error: 24.5002 - output13_mean_squared_error: 32.6878 - output14_mean_squared_error: 26.5489 - output15_mean_squared_error: 36.6182 - output16_mean_squared_error: 23.2948 - output17_mean_squared_error: 35.2161 - output18_mean_squared_error: 18.4869 - output19_mean_squared_error: 15.1652 - output20_mean_squared_error: 22.9628 - output21_mean_squared_error: 40.3897 - output22_mean_squared_error: 27.7883 - output23_mean_squared_error: 18.1500 - output24_mean_squared_error: 28.8532 - output25_mean_squared_error: 33.1228 - output26_mean_squared_error: 18.0826 - output27_mean_squared_error: 35.9080 - output28_mean_squared_error: 30.4919 - output29_mean_squared_error: 41.1055 Epoch 322/2000 121/121 [==============================] - 0s 867us/step - loss: 841.9614 - output00_loss: 14.8896 - output01_loss: 21.0109 - output02_loss: 31.2198 - output03_loss: 42.7380 - output04_loss: 36.5905 - output05_loss: 22.8929 - output06_loss: 32.7558 - output07_loss: 35.7355 - output08_loss: 20.7743 - output09_loss: 27.1012 - output10_loss: 22.2616 - output11_loss: 25.0348 - output12_loss: 24.4717 - output13_loss: 32.6732 - output14_loss: 26.5278 - output15_loss: 36.5978 - output16_loss: 23.2803 - output17_loss: 35.1609 - output18_loss: 18.4643 - output19_loss: 15.1576 - output20_loss: 22.9371 - output21_loss: 40.3492 - output22_loss: 27.7681 - output23_loss: 18.1365 - output24_loss: 28.8258 - output25_loss: 33.0984 - output26_loss: 18.0668 - output27_loss: 35.8823 - output28_loss: 30.4750 - output29_loss: 41.0835 - output00_mean_squared_error: 14.8896 - output01_mean_squared_error: 21.0109 - output02_mean_squared_error: 31.2198 - output03_mean_squared_error: 42.7380 - output04_mean_squared_error: 36.5905 - output05_mean_squared_error: 22.8929 - output06_mean_squared_error: 32.7558 - output07_mean_squared_error: 35.7355 - output08_mean_squared_error: 20.7743 - output09_mean_squared_error: 27.1012 - output10_mean_squared_error: 22.2616 - output11_mean_squared_error: 25.0348 - output12_mean_squared_error: 24.4717 - output13_mean_squared_error: 32.6732 - output14_mean_squared_error: 26.5278 - output15_mean_squared_error: 36.5978 - output16_mean_squared_error: 23.2803 - output17_mean_squared_error: 35.1609 - output18_mean_squared_error: 18.4643 - output19_mean_squared_error: 15.1576 - output20_mean_squared_error: 22.9371 - output21_mean_squared_error: 40.3492 - output22_mean_squared_error: 27.7681 - output23_mean_squared_error: 18.1365 - output24_mean_squared_error: 28.8258 - output25_mean_squared_error: 33.0984 - output26_mean_squared_error: 18.0668 - output27_mean_squared_error: 35.8823 - output28_mean_squared_error: 30.4750 - output29_mean_squared_error: 41.0835 Epoch 323/2000 121/121 [==============================] - 0s 558us/step - loss: 841.2521 - output00_loss: 14.8777 - output01_loss: 20.9910 - output02_loss: 31.1912 - output03_loss: 42.7062 - output04_loss: 36.5737 - output05_loss: 22.8693 - output06_loss: 32.7320 - output07_loss: 35.6916 - output08_loss: 20.7510 - output09_loss: 27.0660 - output10_loss: 22.2478 - output11_loss: 25.0134 - output12_loss: 24.4434 - output13_loss: 32.6586 - output14_loss: 26.5069 - output15_loss: 36.5775 - output16_loss: 23.2660 - output17_loss: 35.1060 - output18_loss: 18.4419 - output19_loss: 15.1499 - output20_loss: 22.9114 - output21_loss: 40.3089 - output22_loss: 27.7479 - output23_loss: 18.1231 - output24_loss: 28.7984 - output25_loss: 33.0741 - output26_loss: 18.0512 - output27_loss: 35.8567 - output28_loss: 30.4581 - output29_loss: 41.0615 - output00_mean_squared_error: 14.8777 - output01_mean_squared_error: 20.9910 - output02_mean_squared_error: 31.1912 - output03_mean_squared_error: 42.7062 - output04_mean_squared_error: 36.5737 - output05_mean_squared_error: 22.8693 - output06_mean_squared_error: 32.7320 - output07_mean_squared_error: 35.6916 - output08_mean_squared_error: 20.7510 - output09_mean_squared_error: 27.0660 - output10_mean_squared_error: 22.2478 - output11_mean_squared_error: 25.0134 - output12_mean_squared_error: 24.4434 - output13_mean_squared_error: 32.6586 - output14_mean_squared_error: 26.5069 - output15_mean_squared_error: 36.5775 - output16_mean_squared_error: 23.2660 - output17_mean_squared_error: 35.1060 - output18_mean_squared_error: 18.4419 - output19_mean_squared_error: 15.1499 - output20_mean_squared_error: 22.9114 - output21_mean_squared_error: 40.3089 - output22_mean_squared_error: 27.7479 - output23_mean_squared_error: 18.1231 - output24_mean_squared_error: 28.7984 - output25_mean_squared_error: 33.0741 - output26_mean_squared_error: 18.0512 - output27_mean_squared_error: 35.8567 - output28_mean_squared_error: 30.4581 - output29_mean_squared_error: 41.0615 Epoch 324/2000 121/121 [==============================] - 0s 810us/step - loss: 840.5455 - output00_loss: 14.8659 - output01_loss: 20.9710 - output02_loss: 31.1627 - output03_loss: 42.6744 - output04_loss: 36.5568 - output05_loss: 22.8459 - output06_loss: 32.7082 - output07_loss: 35.6478 - output08_loss: 20.7278 - output09_loss: 27.0310 - output10_loss: 22.2340 - output11_loss: 24.9921 - output12_loss: 24.4152 - output13_loss: 32.6441 - output14_loss: 26.4860 - output15_loss: 36.5572 - output16_loss: 23.2517 - output17_loss: 35.0513 - output18_loss: 18.4195 - output19_loss: 15.1423 - output20_loss: 22.8857 - output21_loss: 40.2687 - output22_loss: 27.7278 - output23_loss: 18.1098 - output24_loss: 28.7712 - output25_loss: 33.0499 - output26_loss: 18.0356 - output27_loss: 35.8312 - output28_loss: 30.4412 - output29_loss: 41.0395 - output00_mean_squared_error: 14.8659 - output01_mean_squared_error: 20.9710 - output02_mean_squared_error: 31.1627 - output03_mean_squared_error: 42.6744 - output04_mean_squared_error: 36.5568 - output05_mean_squared_error: 22.8459 - output06_mean_squared_error: 32.7082 - output07_mean_squared_error: 35.6478 - output08_mean_squared_error: 20.7278 - output09_mean_squared_error: 27.0310 - output10_mean_squared_error: 22.2340 - output11_mean_squared_error: 24.9921 - output12_mean_squared_error: 24.4152 - output13_mean_squared_error: 32.6441 - output14_mean_squared_error: 26.4860 - output15_mean_squared_error: 36.5572 - output16_mean_squared_error: 23.2517 - output17_mean_squared_error: 35.0513 - output18_mean_squared_error: 18.4195 - output19_mean_squared_error: 15.1423 - output20_mean_squared_error: 22.8857 - output21_mean_squared_error: 40.2687 - output22_mean_squared_error: 27.7278 - output23_mean_squared_error: 18.1098 - output24_mean_squared_error: 28.7712 - output25_mean_squared_error: 33.0499 - output26_mean_squared_error: 18.0356 - output27_mean_squared_error: 35.8312 - output28_mean_squared_error: 30.4412 - output29_mean_squared_error: 41.0395 Epoch 325/2000 121/121 [==============================] - 0s 800us/step - loss: 839.8414 - output00_loss: 14.8541 - output01_loss: 20.9512 - output02_loss: 31.1343 - output03_loss: 42.6427 - output04_loss: 36.5400 - output05_loss: 22.8225 - output06_loss: 32.6844 - output07_loss: 35.6042 - output08_loss: 20.7047 - output09_loss: 26.9961 - output10_loss: 22.2203 - output11_loss: 24.9708 - output12_loss: 24.3871 - output13_loss: 32.6295 - output14_loss: 26.4651 - output15_loss: 36.5370 - output16_loss: 23.2375 - output17_loss: 34.9968 - output18_loss: 18.3973 - output19_loss: 15.1347 - output20_loss: 22.8601 - output21_loss: 40.2287 - output22_loss: 27.7078 - output23_loss: 18.0965 - output24_loss: 28.7441 - output25_loss: 33.0258 - output26_loss: 18.0201 - output27_loss: 35.8058 - output28_loss: 30.4243 - output29_loss: 41.0175 - output00_mean_squared_error: 14.8541 - output01_mean_squared_error: 20.9512 - output02_mean_squared_error: 31.1343 - output03_mean_squared_error: 42.6427 - output04_mean_squared_error: 36.5400 - output05_mean_squared_error: 22.8225 - output06_mean_squared_error: 32.6844 - output07_mean_squared_error: 35.6042 - output08_mean_squared_error: 20.7047 - output09_mean_squared_error: 26.9961 - output10_mean_squared_error: 22.2203 - output11_mean_squared_error: 24.9708 - output12_mean_squared_error: 24.3871 - output13_mean_squared_error: 32.6295 - output14_mean_squared_error: 26.4651 - output15_mean_squared_error: 36.5370 - output16_mean_squared_error: 23.2375 - output17_mean_squared_error: 34.9968 - output18_mean_squared_error: 18.3973 - output19_mean_squared_error: 15.1347 - output20_mean_squared_error: 22.8601 - output21_mean_squared_error: 40.2287 - output22_mean_squared_error: 27.7078 - output23_mean_squared_error: 18.0965 - output24_mean_squared_error: 28.7441 - output25_mean_squared_error: 33.0258 - output26_mean_squared_error: 18.0201 - output27_mean_squared_error: 35.8058 - output28_mean_squared_error: 30.4243 - output29_mean_squared_error: 41.0175 Epoch 326/2000 121/121 [==============================] - 0s 1ms/step - loss: 839.1396 - output00_loss: 14.8424 - output01_loss: 20.9314 - output02_loss: 31.1060 - output03_loss: 42.6111 - output04_loss: 36.5232 - output05_loss: 22.7993 - output06_loss: 32.6607 - output07_loss: 35.5608 - output08_loss: 20.6816 - output09_loss: 26.9614 - output10_loss: 22.2067 - output11_loss: 24.9497 - output12_loss: 24.3591 - output13_loss: 32.6150 - output14_loss: 26.4444 - output15_loss: 36.5168 - output16_loss: 23.2234 - output17_loss: 34.9426 - output18_loss: 18.3752 - output19_loss: 15.1271 - output20_loss: 22.8346 - output21_loss: 40.1888 - output22_loss: 27.6879 - output23_loss: 18.0833 - output24_loss: 28.7171 - output25_loss: 33.0019 - output26_loss: 18.0046 - output27_loss: 35.7805 - output28_loss: 30.4075 - output29_loss: 40.9955 - output00_mean_squared_error: 14.8424 - output01_mean_squared_error: 20.9314 - output02_mean_squared_error: 31.1060 - output03_mean_squared_error: 42.6111 - output04_mean_squared_error: 36.5232 - output05_mean_squared_error: 22.7993 - output06_mean_squared_error: 32.6607 - output07_mean_squared_error: 35.5608 - output08_mean_squared_error: 20.6816 - output09_mean_squared_error: 26.9614 - output10_mean_squared_error: 22.2067 - output11_mean_squared_error: 24.9497 - output12_mean_squared_error: 24.3591 - output13_mean_squared_error: 32.6150 - output14_mean_squared_error: 26.4444 - output15_mean_squared_error: 36.5168 - output16_mean_squared_error: 23.2234 - output17_mean_squared_error: 34.9426 - output18_mean_squared_error: 18.3752 - output19_mean_squared_error: 15.1271 - output20_mean_squared_error: 22.8346 - output21_mean_squared_error: 40.1888 - output22_mean_squared_error: 27.6879 - output23_mean_squared_error: 18.0833 - output24_mean_squared_error: 28.7171 - output25_mean_squared_error: 33.0019 - output26_mean_squared_error: 18.0046 - output27_mean_squared_error: 35.7805 - output28_mean_squared_error: 30.4075 - output29_mean_squared_error: 40.9955 Epoch 327/2000 121/121 [==============================] - 0s 1ms/step - loss: 838.4404 - output00_loss: 14.8308 - output01_loss: 20.9116 - output02_loss: 31.0778 - output03_loss: 42.5796 - output04_loss: 36.5064 - output05_loss: 22.7763 - output06_loss: 32.6369 - output07_loss: 35.5176 - output08_loss: 20.6587 - output09_loss: 26.9269 - output10_loss: 22.1932 - output11_loss: 24.9287 - output12_loss: 24.3312 - output13_loss: 32.6005 - output14_loss: 26.4237 - output15_loss: 36.4967 - output16_loss: 23.2094 - output17_loss: 34.8885 - output18_loss: 18.3533 - output19_loss: 15.1194 - output20_loss: 22.8091 - output21_loss: 40.1491 - output22_loss: 27.6680 - output23_loss: 18.0702 - output24_loss: 28.6902 - output25_loss: 32.9781 - output26_loss: 17.9892 - output27_loss: 35.7552 - output28_loss: 30.3906 - output29_loss: 40.9736 - output00_mean_squared_error: 14.8308 - output01_mean_squared_error: 20.9116 - output02_mean_squared_error: 31.0778 - output03_mean_squared_error: 42.5796 - output04_mean_squared_error: 36.5064 - output05_mean_squared_error: 22.7763 - output06_mean_squared_error: 32.6369 - output07_mean_squared_error: 35.5176 - output08_mean_squared_error: 20.6587 - output09_mean_squared_error: 26.9269 - output10_mean_squared_error: 22.1932 - output11_mean_squared_error: 24.9287 - output12_mean_squared_error: 24.3312 - output13_mean_squared_error: 32.6005 - output14_mean_squared_error: 26.4237 - output15_mean_squared_error: 36.4967 - output16_mean_squared_error: 23.2094 - output17_mean_squared_error: 34.8885 - output18_mean_squared_error: 18.3533 - output19_mean_squared_error: 15.1194 - output20_mean_squared_error: 22.8091 - output21_mean_squared_error: 40.1491 - output22_mean_squared_error: 27.6680 - output23_mean_squared_error: 18.0702 - output24_mean_squared_error: 28.6902 - output25_mean_squared_error: 32.9781 - output26_mean_squared_error: 17.9892 - output27_mean_squared_error: 35.7552 - output28_mean_squared_error: 30.3906 - output29_mean_squared_error: 40.9736 Epoch 328/2000 121/121 [==============================] - 0s 881us/step - loss: 837.7435 - output00_loss: 14.8192 - output01_loss: 20.8919 - output02_loss: 31.0497 - output03_loss: 42.5481 - output04_loss: 36.4896 - output05_loss: 22.7534 - output06_loss: 32.6132 - output07_loss: 35.4745 - output08_loss: 20.6359 - output09_loss: 26.8925 - output10_loss: 22.1797 - output11_loss: 24.9078 - output12_loss: 24.3034 - output13_loss: 32.5860 - output14_loss: 26.4030 - output15_loss: 36.4766 - output16_loss: 23.1954 - output17_loss: 34.8348 - output18_loss: 18.3314 - output19_loss: 15.1118 - output20_loss: 22.7836 - output21_loss: 40.1095 - output22_loss: 27.6482 - output23_loss: 18.0572 - output24_loss: 28.6634 - output25_loss: 32.9545 - output26_loss: 17.9739 - output27_loss: 35.7301 - output28_loss: 30.3738 - output29_loss: 40.9516 - output00_mean_squared_error: 14.8192 - output01_mean_squared_error: 20.8919 - output02_mean_squared_error: 31.0497 - output03_mean_squared_error: 42.5481 - output04_mean_squared_error: 36.4896 - output05_mean_squared_error: 22.7534 - output06_mean_squared_error: 32.6132 - output07_mean_squared_error: 35.4745 - output08_mean_squared_error: 20.6359 - output09_mean_squared_error: 26.8925 - output10_mean_squared_error: 22.1797 - output11_mean_squared_error: 24.9078 - output12_mean_squared_error: 24.3034 - output13_mean_squared_error: 32.5860 - output14_mean_squared_error: 26.4030 - output15_mean_squared_error: 36.4766 - output16_mean_squared_error: 23.1954 - output17_mean_squared_error: 34.8348 - output18_mean_squared_error: 18.3314 - output19_mean_squared_error: 15.1118 - output20_mean_squared_error: 22.7836 - output21_mean_squared_error: 40.1095 - output22_mean_squared_error: 27.6482 - output23_mean_squared_error: 18.0572 - output24_mean_squared_error: 28.6634 - output25_mean_squared_error: 32.9545 - output26_mean_squared_error: 17.9739 - output27_mean_squared_error: 35.7301 - output28_mean_squared_error: 30.3738 - output29_mean_squared_error: 40.9516 Epoch 329/2000 121/121 [==============================] - 0s 1ms/step - loss: 837.0491 - output00_loss: 14.8076 - output01_loss: 20.8722 - output02_loss: 31.0216 - output03_loss: 42.5168 - output04_loss: 36.4728 - output05_loss: 22.7306 - output06_loss: 32.5894 - output07_loss: 35.4316 - output08_loss: 20.6131 - output09_loss: 26.8582 - output10_loss: 22.1663 - output11_loss: 24.8870 - output12_loss: 24.2757 - output13_loss: 32.5716 - output14_loss: 26.3824 - output15_loss: 36.4566 - output16_loss: 23.1816 - output17_loss: 34.7812 - output18_loss: 18.3097 - output19_loss: 15.1042 - output20_loss: 22.7582 - output21_loss: 40.0700 - output22_loss: 27.6285 - output23_loss: 18.0442 - output24_loss: 28.6367 - output25_loss: 32.9309 - output26_loss: 17.9587 - output27_loss: 35.7051 - output28_loss: 30.3570 - output29_loss: 40.9296 - output00_mean_squared_error: 14.8076 - output01_mean_squared_error: 20.8722 - output02_mean_squared_error: 31.0216 - output03_mean_squared_error: 42.5168 - output04_mean_squared_error: 36.4728 - output05_mean_squared_error: 22.7306 - output06_mean_squared_error: 32.5894 - output07_mean_squared_error: 35.4316 - output08_mean_squared_error: 20.6131 - output09_mean_squared_error: 26.8582 - output10_mean_squared_error: 22.1663 - output11_mean_squared_error: 24.8870 - output12_mean_squared_error: 24.2757 - output13_mean_squared_error: 32.5716 - output14_mean_squared_error: 26.3824 - output15_mean_squared_error: 36.4566 - output16_mean_squared_error: 23.1816 - output17_mean_squared_error: 34.7812 - output18_mean_squared_error: 18.3097 - output19_mean_squared_error: 15.1042 - output20_mean_squared_error: 22.7582 - output21_mean_squared_error: 40.0700 - output22_mean_squared_error: 27.6285 - output23_mean_squared_error: 18.0442 - output24_mean_squared_error: 28.6367 - output25_mean_squared_error: 32.9309 - output26_mean_squared_error: 17.9587 - output27_mean_squared_error: 35.7051 - output28_mean_squared_error: 30.3570 - output29_mean_squared_error: 40.9296 Epoch 330/2000 121/121 [==============================] - 0s 1ms/step - loss: 836.3569 - output00_loss: 14.7962 - output01_loss: 20.8526 - output02_loss: 30.9936 - output03_loss: 42.4855 - output04_loss: 36.4560 - output05_loss: 22.7079 - output06_loss: 32.5657 - output07_loss: 35.3889 - output08_loss: 20.5904 - output09_loss: 26.8241 - output10_loss: 22.1530 - output11_loss: 24.8662 - output12_loss: 24.2481 - output13_loss: 32.5571 - output14_loss: 26.3619 - output15_loss: 36.4366 - output16_loss: 23.1678 - output17_loss: 34.7279 - output18_loss: 18.2881 - output19_loss: 15.0966 - output20_loss: 22.7328 - output21_loss: 40.0307 - output22_loss: 27.6088 - output23_loss: 18.0313 - output24_loss: 28.6102 - output25_loss: 32.9075 - output26_loss: 17.9436 - output27_loss: 35.6802 - output28_loss: 30.3401 - output29_loss: 40.9077 - output00_mean_squared_error: 14.7962 - output01_mean_squared_error: 20.8526 - output02_mean_squared_error: 30.9936 - output03_mean_squared_error: 42.4855 - output04_mean_squared_error: 36.4560 - output05_mean_squared_error: 22.7079 - output06_mean_squared_error: 32.5657 - output07_mean_squared_error: 35.3889 - output08_mean_squared_error: 20.5904 - output09_mean_squared_error: 26.8241 - output10_mean_squared_error: 22.1530 - output11_mean_squared_error: 24.8662 - output12_mean_squared_error: 24.2481 - output13_mean_squared_error: 32.5571 - output14_mean_squared_error: 26.3619 - output15_mean_squared_error: 36.4366 - output16_mean_squared_error: 23.1678 - output17_mean_squared_error: 34.7279 - output18_mean_squared_error: 18.2881 - output19_mean_squared_error: 15.0966 - output20_mean_squared_error: 22.7328 - output21_mean_squared_error: 40.0307 - output22_mean_squared_error: 27.6088 - output23_mean_squared_error: 18.0313 - output24_mean_squared_error: 28.6102 - output25_mean_squared_error: 32.9075 - output26_mean_squared_error: 17.9436 - output27_mean_squared_error: 35.6802 - output28_mean_squared_error: 30.3401 - output29_mean_squared_error: 40.9077 Epoch 331/2000 121/121 [==============================] - 0s 980us/step - loss: 835.6675 - output00_loss: 14.7847 - output01_loss: 20.8330 - output02_loss: 30.9657 - output03_loss: 42.4544 - output04_loss: 36.4392 - output05_loss: 22.6854 - output06_loss: 32.5420 - output07_loss: 35.3463 - output08_loss: 20.5679 - output09_loss: 26.7901 - output10_loss: 22.1398 - output11_loss: 24.8456 - output12_loss: 24.2206 - output13_loss: 32.5427 - output14_loss: 26.3414 - output15_loss: 36.4166 - output16_loss: 23.1541 - output17_loss: 34.6748 - output18_loss: 18.2666 - output19_loss: 15.0891 - output20_loss: 22.7075 - output21_loss: 39.9916 - output22_loss: 27.5892 - output23_loss: 18.0184 - output24_loss: 28.5837 - output25_loss: 32.8842 - output26_loss: 17.9285 - output27_loss: 35.6554 - output28_loss: 30.3233 - output29_loss: 40.8857 - output00_mean_squared_error: 14.7847 - output01_mean_squared_error: 20.8330 - output02_mean_squared_error: 30.9657 - output03_mean_squared_error: 42.4544 - output04_mean_squared_error: 36.4392 - output05_mean_squared_error: 22.6854 - output06_mean_squared_error: 32.5420 - output07_mean_squared_error: 35.3463 - output08_mean_squared_error: 20.5679 - output09_mean_squared_error: 26.7901 - output10_mean_squared_error: 22.1398 - output11_mean_squared_error: 24.8456 - output12_mean_squared_error: 24.2206 - output13_mean_squared_error: 32.5427 - output14_mean_squared_error: 26.3414 - output15_mean_squared_error: 36.4166 - output16_mean_squared_error: 23.1541 - output17_mean_squared_error: 34.6748 - output18_mean_squared_error: 18.2666 - output19_mean_squared_error: 15.0891 - output20_mean_squared_error: 22.7075 - output21_mean_squared_error: 39.9916 - output22_mean_squared_error: 27.5892 - output23_mean_squared_error: 18.0184 - output24_mean_squared_error: 28.5837 - output25_mean_squared_error: 32.8842 - output26_mean_squared_error: 17.9285 - output27_mean_squared_error: 35.6554 - output28_mean_squared_error: 30.3233 - output29_mean_squared_error: 40.8857 Epoch 332/2000 121/121 [==============================] - 0s 810us/step - loss: 834.9805 - output00_loss: 14.7734 - output01_loss: 20.8135 - output02_loss: 30.9379 - output03_loss: 42.4233 - output04_loss: 36.4224 - output05_loss: 22.6631 - output06_loss: 32.5184 - output07_loss: 35.3039 - output08_loss: 20.5454 - output09_loss: 26.7564 - output10_loss: 22.1266 - output11_loss: 24.8251 - output12_loss: 24.1933 - output13_loss: 32.5283 - output14_loss: 26.3211 - output15_loss: 36.3967 - output16_loss: 23.1405 - output17_loss: 34.6220 - output18_loss: 18.2452 - output19_loss: 15.0815 - output20_loss: 22.6822 - output21_loss: 39.9525 - output22_loss: 27.5697 - output23_loss: 18.0057 - output24_loss: 28.5574 - output25_loss: 32.8610 - output26_loss: 17.9135 - output27_loss: 35.6307 - output28_loss: 30.3065 - output29_loss: 40.8638 - output00_mean_squared_error: 14.7734 - output01_mean_squared_error: 20.8135 - output02_mean_squared_error: 30.9379 - output03_mean_squared_error: 42.4233 - output04_mean_squared_error: 36.4224 - output05_mean_squared_error: 22.6631 - output06_mean_squared_error: 32.5184 - output07_mean_squared_error: 35.3039 - output08_mean_squared_error: 20.5454 - output09_mean_squared_error: 26.7564 - output10_mean_squared_error: 22.1266 - output11_mean_squared_error: 24.8251 - output12_mean_squared_error: 24.1933 - output13_mean_squared_error: 32.5283 - output14_mean_squared_error: 26.3211 - output15_mean_squared_error: 36.3967 - output16_mean_squared_error: 23.1405 - output17_mean_squared_error: 34.6220 - output18_mean_squared_error: 18.2452 - output19_mean_squared_error: 15.0815 - output20_mean_squared_error: 22.6822 - output21_mean_squared_error: 39.9525 - output22_mean_squared_error: 27.5697 - output23_mean_squared_error: 18.0057 - output24_mean_squared_error: 28.5574 - output25_mean_squared_error: 32.8610 - output26_mean_squared_error: 17.9135 - output27_mean_squared_error: 35.6307 - output28_mean_squared_error: 30.3065 - output29_mean_squared_error: 40.8638 Epoch 333/2000 121/121 [==============================] - 0s 635us/step - loss: 834.2958 - output00_loss: 14.7621 - output01_loss: 20.7940 - output02_loss: 30.9102 - output03_loss: 42.3922 - output04_loss: 36.4057 - output05_loss: 22.6408 - output06_loss: 32.4947 - output07_loss: 35.2616 - output08_loss: 20.5230 - output09_loss: 26.7227 - output10_loss: 22.1134 - output11_loss: 24.8047 - output12_loss: 24.1660 - output13_loss: 32.5139 - output14_loss: 26.3007 - output15_loss: 36.3768 - output16_loss: 23.1270 - output17_loss: 34.5694 - output18_loss: 18.2239 - output19_loss: 15.0739 - output20_loss: 22.6570 - output21_loss: 39.9136 - output22_loss: 27.5503 - output23_loss: 17.9930 - output24_loss: 28.5312 - output25_loss: 32.8379 - output26_loss: 17.8985 - output27_loss: 35.6060 - output28_loss: 30.2897 - output29_loss: 40.8418 - output00_mean_squared_error: 14.7621 - output01_mean_squared_error: 20.7940 - output02_mean_squared_error: 30.9102 - output03_mean_squared_error: 42.3922 - output04_mean_squared_error: 36.4057 - output05_mean_squared_error: 22.6408 - output06_mean_squared_error: 32.4947 - output07_mean_squared_error: 35.2616 - output08_mean_squared_error: 20.5230 - output09_mean_squared_error: 26.7227 - output10_mean_squared_error: 22.1134 - output11_mean_squared_error: 24.8047 - output12_mean_squared_error: 24.1660 - output13_mean_squared_error: 32.5139 - output14_mean_squared_error: 26.3007 - output15_mean_squared_error: 36.3768 - output16_mean_squared_error: 23.1270 - output17_mean_squared_error: 34.5694 - output18_mean_squared_error: 18.2239 - output19_mean_squared_error: 15.0739 - output20_mean_squared_error: 22.6570 - output21_mean_squared_error: 39.9136 - output22_mean_squared_error: 27.5503 - output23_mean_squared_error: 17.9930 - output24_mean_squared_error: 28.5312 - output25_mean_squared_error: 32.8379 - output26_mean_squared_error: 17.8985 - output27_mean_squared_error: 35.6060 - output28_mean_squared_error: 30.2897 - output29_mean_squared_error: 40.8418 Epoch 334/2000 121/121 [==============================] - 0s 1ms/step - loss: 833.6135 - output00_loss: 14.7508 - output01_loss: 20.7746 - output02_loss: 30.8826 - output03_loss: 42.3613 - output04_loss: 36.3889 - output05_loss: 22.6187 - output06_loss: 32.4711 - output07_loss: 35.2196 - output08_loss: 20.5007 - output09_loss: 26.6892 - output10_loss: 22.1004 - output11_loss: 24.7843 - output12_loss: 24.1388 - output13_loss: 32.4996 - output14_loss: 26.2804 - output15_loss: 36.3570 - output16_loss: 23.1135 - output17_loss: 34.5170 - output18_loss: 18.2028 - output19_loss: 15.0663 - output20_loss: 22.6318 - output21_loss: 39.8749 - output22_loss: 27.5309 - output23_loss: 17.9803 - output24_loss: 28.5050 - output25_loss: 32.8150 - output26_loss: 17.8836 - output27_loss: 35.5815 - output28_loss: 30.2730 - output29_loss: 40.8199 - output00_mean_squared_error: 14.7508 - output01_mean_squared_error: 20.7746 - output02_mean_squared_error: 30.8826 - output03_mean_squared_error: 42.3613 - output04_mean_squared_error: 36.3889 - output05_mean_squared_error: 22.6187 - output06_mean_squared_error: 32.4711 - output07_mean_squared_error: 35.2196 - output08_mean_squared_error: 20.5007 - output09_mean_squared_error: 26.6892 - output10_mean_squared_error: 22.1004 - output11_mean_squared_error: 24.7843 - output12_mean_squared_error: 24.1388 - output13_mean_squared_error: 32.4996 - output14_mean_squared_error: 26.2804 - output15_mean_squared_error: 36.3570 - output16_mean_squared_error: 23.1135 - output17_mean_squared_error: 34.5170 - output18_mean_squared_error: 18.2028 - output19_mean_squared_error: 15.0663 - output20_mean_squared_error: 22.6318 - output21_mean_squared_error: 39.8749 - output22_mean_squared_error: 27.5309 - output23_mean_squared_error: 17.9803 - output24_mean_squared_error: 28.5050 - output25_mean_squared_error: 32.8150 - output26_mean_squared_error: 17.8836 - output27_mean_squared_error: 35.5815 - output28_mean_squared_error: 30.2730 - output29_mean_squared_error: 40.8199 Epoch 335/2000 121/121 [==============================] - 0s 2ms/step - loss: 832.9337 - output00_loss: 14.7396 - output01_loss: 20.7552 - output02_loss: 30.8550 - output03_loss: 42.3305 - output04_loss: 36.3722 - output05_loss: 22.5967 - output06_loss: 32.4474 - output07_loss: 35.1776 - output08_loss: 20.4785 - output09_loss: 26.6559 - output10_loss: 22.0874 - output11_loss: 24.7641 - output12_loss: 24.1118 - output13_loss: 32.4852 - output14_loss: 26.2602 - output15_loss: 36.3372 - output16_loss: 23.1002 - output17_loss: 34.4648 - output18_loss: 18.1817 - output19_loss: 15.0588 - output20_loss: 22.6066 - output21_loss: 39.8363 - output22_loss: 27.5116 - output23_loss: 17.9678 - output24_loss: 28.4790 - output25_loss: 32.7922 - output26_loss: 17.8688 - output27_loss: 35.5571 - output28_loss: 30.2562 - output29_loss: 40.7980 - output00_mean_squared_error: 14.7396 - output01_mean_squared_error: 20.7552 - output02_mean_squared_error: 30.8550 - output03_mean_squared_error: 42.3305 - output04_mean_squared_error: 36.3722 - output05_mean_squared_error: 22.5967 - output06_mean_squared_error: 32.4474 - output07_mean_squared_error: 35.1776 - output08_mean_squared_error: 20.4785 - output09_mean_squared_error: 26.6559 - output10_mean_squared_error: 22.0874 - output11_mean_squared_error: 24.7641 - output12_mean_squared_error: 24.1118 - output13_mean_squared_error: 32.4852 - output14_mean_squared_error: 26.2602 - output15_mean_squared_error: 36.3372 - output16_mean_squared_error: 23.1002 - output17_mean_squared_error: 34.4648 - output18_mean_squared_error: 18.1817 - output19_mean_squared_error: 15.0588 - output20_mean_squared_error: 22.6066 - output21_mean_squared_error: 39.8363 - output22_mean_squared_error: 27.5116 - output23_mean_squared_error: 17.9678 - output24_mean_squared_error: 28.4790 - output25_mean_squared_error: 32.7922 - output26_mean_squared_error: 17.8688 - output27_mean_squared_error: 35.5571 - output28_mean_squared_error: 30.2562 - output29_mean_squared_error: 40.7980 Epoch 336/2000 121/121 [==============================] - 0s 1ms/step - loss: 832.2561 - output00_loss: 14.7285 - output01_loss: 20.7359 - output02_loss: 30.8276 - output03_loss: 42.2997 - output04_loss: 36.3555 - output05_loss: 22.5749 - output06_loss: 32.4238 - output07_loss: 35.1359 - output08_loss: 20.4564 - output09_loss: 26.6227 - output10_loss: 22.0744 - output11_loss: 24.7440 - output12_loss: 24.0848 - output13_loss: 32.4709 - output14_loss: 26.2401 - output15_loss: 36.3174 - output16_loss: 23.0869 - output17_loss: 34.4129 - output18_loss: 18.1608 - output19_loss: 15.0512 - output20_loss: 22.5815 - output21_loss: 39.7978 - output22_loss: 27.4924 - output23_loss: 17.9553 - output24_loss: 28.4531 - output25_loss: 32.7695 - output26_loss: 17.8541 - output27_loss: 35.5327 - output28_loss: 30.2394 - output29_loss: 40.7761 - output00_mean_squared_error: 14.7285 - output01_mean_squared_error: 20.7359 - output02_mean_squared_error: 30.8276 - output03_mean_squared_error: 42.2997 - output04_mean_squared_error: 36.3555 - output05_mean_squared_error: 22.5749 - output06_mean_squared_error: 32.4238 - output07_mean_squared_error: 35.1359 - output08_mean_squared_error: 20.4564 - output09_mean_squared_error: 26.6227 - output10_mean_squared_error: 22.0744 - output11_mean_squared_error: 24.7440 - output12_mean_squared_error: 24.0848 - output13_mean_squared_error: 32.4709 - output14_mean_squared_error: 26.2401 - output15_mean_squared_error: 36.3174 - output16_mean_squared_error: 23.0869 - output17_mean_squared_error: 34.4129 - output18_mean_squared_error: 18.1608 - output19_mean_squared_error: 15.0512 - output20_mean_squared_error: 22.5815 - output21_mean_squared_error: 39.7978 - output22_mean_squared_error: 27.4924 - output23_mean_squared_error: 17.9553 - output24_mean_squared_error: 28.4531 - output25_mean_squared_error: 32.7695 - output26_mean_squared_error: 17.8541 - output27_mean_squared_error: 35.5327 - output28_mean_squared_error: 30.2394 - output29_mean_squared_error: 40.7761 Epoch 337/2000 121/121 [==============================] - 0s 2ms/step - loss: 831.5809 - output00_loss: 14.7174 - output01_loss: 20.7166 - output02_loss: 30.8002 - output03_loss: 42.2690 - output04_loss: 36.3387 - output05_loss: 22.5531 - output06_loss: 32.4002 - output07_loss: 35.0943 - output08_loss: 20.4343 - output09_loss: 26.5896 - output10_loss: 22.0616 - output11_loss: 24.7240 - output12_loss: 24.0580 - output13_loss: 32.4566 - output14_loss: 26.2200 - output15_loss: 36.2977 - output16_loss: 23.0737 - output17_loss: 34.3612 - output18_loss: 18.1400 - output19_loss: 15.0437 - output20_loss: 22.5565 - output21_loss: 39.7595 - output22_loss: 27.4732 - output23_loss: 17.9429 - output24_loss: 28.4274 - output25_loss: 32.7469 - output26_loss: 17.8394 - output27_loss: 35.5085 - output28_loss: 30.2227 - output29_loss: 40.7541 - output00_mean_squared_error: 14.7174 - output01_mean_squared_error: 20.7166 - output02_mean_squared_error: 30.8002 - output03_mean_squared_error: 42.2690 - output04_mean_squared_error: 36.3387 - output05_mean_squared_error: 22.5531 - output06_mean_squared_error: 32.4002 - output07_mean_squared_error: 35.0943 - output08_mean_squared_error: 20.4343 - output09_mean_squared_error: 26.5896 - output10_mean_squared_error: 22.0616 - output11_mean_squared_error: 24.7240 - output12_mean_squared_error: 24.0580 - output13_mean_squared_error: 32.4566 - output14_mean_squared_error: 26.2200 - output15_mean_squared_error: 36.2977 - output16_mean_squared_error: 23.0737 - output17_mean_squared_error: 34.3612 - output18_mean_squared_error: 18.1400 - output19_mean_squared_error: 15.0437 - output20_mean_squared_error: 22.5565 - output21_mean_squared_error: 39.7595 - output22_mean_squared_error: 27.4732 - output23_mean_squared_error: 17.9429 - output24_mean_squared_error: 28.4274 - output25_mean_squared_error: 32.7469 - output26_mean_squared_error: 17.8394 - output27_mean_squared_error: 35.5085 - output28_mean_squared_error: 30.2227 - output29_mean_squared_error: 40.7541 Epoch 338/2000 121/121 [==============================] - 0s 674us/step - loss: 830.9082 - output00_loss: 14.7063 - output01_loss: 20.6974 - output02_loss: 30.7729 - output03_loss: 42.2384 - output04_loss: 36.3220 - output05_loss: 22.5315 - output06_loss: 32.3766 - output07_loss: 35.0529 - output08_loss: 20.4124 - output09_loss: 26.5567 - output10_loss: 22.0488 - output11_loss: 24.7040 - output12_loss: 24.0312 - output13_loss: 32.4424 - output14_loss: 26.1999 - output15_loss: 36.2781 - output16_loss: 23.0606 - output17_loss: 34.3097 - output18_loss: 18.1193 - output19_loss: 15.0361 - output20_loss: 22.5315 - output21_loss: 39.7213 - output22_loss: 27.4541 - output23_loss: 17.9305 - output24_loss: 28.4017 - output25_loss: 32.7244 - output26_loss: 17.8248 - output27_loss: 35.4843 - output28_loss: 30.2060 - output29_loss: 40.7323 - output00_mean_squared_error: 14.7063 - output01_mean_squared_error: 20.6974 - output02_mean_squared_error: 30.7729 - output03_mean_squared_error: 42.2384 - output04_mean_squared_error: 36.3220 - output05_mean_squared_error: 22.5315 - output06_mean_squared_error: 32.3766 - output07_mean_squared_error: 35.0529 - output08_mean_squared_error: 20.4124 - output09_mean_squared_error: 26.5567 - output10_mean_squared_error: 22.0488 - output11_mean_squared_error: 24.7040 - output12_mean_squared_error: 24.0312 - output13_mean_squared_error: 32.4424 - output14_mean_squared_error: 26.1999 - output15_mean_squared_error: 36.2781 - output16_mean_squared_error: 23.0606 - output17_mean_squared_error: 34.3097 - output18_mean_squared_error: 18.1193 - output19_mean_squared_error: 15.0361 - output20_mean_squared_error: 22.5315 - output21_mean_squared_error: 39.7213 - output22_mean_squared_error: 27.4541 - output23_mean_squared_error: 17.9305 - output24_mean_squared_error: 28.4017 - output25_mean_squared_error: 32.7244 - output26_mean_squared_error: 17.8248 - output27_mean_squared_error: 35.4843 - output28_mean_squared_error: 30.2060 - output29_mean_squared_error: 40.7323 Epoch 339/2000 121/121 [==============================] - 0s 1ms/step - loss: 830.2379 - output00_loss: 14.6954 - output01_loss: 20.6782 - output02_loss: 30.7457 - output03_loss: 42.2079 - output04_loss: 36.3053 - output05_loss: 22.5101 - output06_loss: 32.3531 - output07_loss: 35.0116 - output08_loss: 20.3905 - output09_loss: 26.5240 - output10_loss: 22.0360 - output11_loss: 24.6842 - output12_loss: 24.0046 - output13_loss: 32.4281 - output14_loss: 26.1800 - output15_loss: 36.2585 - output16_loss: 23.0475 - output17_loss: 34.2585 - output18_loss: 18.0987 - output19_loss: 15.0286 - output20_loss: 22.5065 - output21_loss: 39.6833 - output22_loss: 27.4351 - output23_loss: 17.9182 - output24_loss: 28.3761 - output25_loss: 32.7021 - output26_loss: 17.8103 - output27_loss: 35.4603 - output28_loss: 30.1893 - output29_loss: 40.7104 - output00_mean_squared_error: 14.6954 - output01_mean_squared_error: 20.6782 - output02_mean_squared_error: 30.7457 - output03_mean_squared_error: 42.2079 - output04_mean_squared_error: 36.3053 - output05_mean_squared_error: 22.5101 - output06_mean_squared_error: 32.3531 - output07_mean_squared_error: 35.0116 - output08_mean_squared_error: 20.3905 - output09_mean_squared_error: 26.5240 - output10_mean_squared_error: 22.0360 - output11_mean_squared_error: 24.6842 - output12_mean_squared_error: 24.0046 - output13_mean_squared_error: 32.4281 - output14_mean_squared_error: 26.1800 - output15_mean_squared_error: 36.2585 - output16_mean_squared_error: 23.0475 - output17_mean_squared_error: 34.2585 - output18_mean_squared_error: 18.0987 - output19_mean_squared_error: 15.0286 - output20_mean_squared_error: 22.5065 - output21_mean_squared_error: 39.6833 - output22_mean_squared_error: 27.4351 - output23_mean_squared_error: 17.9182 - output24_mean_squared_error: 28.3761 - output25_mean_squared_error: 32.7021 - output26_mean_squared_error: 17.8103 - output27_mean_squared_error: 35.4603 - output28_mean_squared_error: 30.1893 - output29_mean_squared_error: 40.7104 Epoch 340/2000 121/121 [==============================] - 0s 1ms/step - loss: 829.5698 - output00_loss: 14.6844 - output01_loss: 20.6591 - output02_loss: 30.7185 - output03_loss: 42.1775 - output04_loss: 36.2886 - output05_loss: 22.4887 - output06_loss: 32.3295 - output07_loss: 34.9705 - output08_loss: 20.3687 - output09_loss: 26.4913 - output10_loss: 22.0234 - output11_loss: 24.6645 - output12_loss: 23.9781 - output13_loss: 32.4139 - output14_loss: 26.1601 - output15_loss: 36.2389 - output16_loss: 23.0346 - output17_loss: 34.2074 - output18_loss: 18.0782 - output19_loss: 15.0211 - output20_loss: 22.4816 - output21_loss: 39.6454 - output22_loss: 27.4162 - output23_loss: 17.9060 - output24_loss: 28.3506 - output25_loss: 32.6798 - output26_loss: 17.7958 - output27_loss: 35.4363 - output28_loss: 30.1726 - output29_loss: 40.6885 - output00_mean_squared_error: 14.6844 - output01_mean_squared_error: 20.6591 - output02_mean_squared_error: 30.7185 - output03_mean_squared_error: 42.1775 - output04_mean_squared_error: 36.2886 - output05_mean_squared_error: 22.4887 - output06_mean_squared_error: 32.3295 - output07_mean_squared_error: 34.9705 - output08_mean_squared_error: 20.3687 - output09_mean_squared_error: 26.4913 - output10_mean_squared_error: 22.0234 - output11_mean_squared_error: 24.6645 - output12_mean_squared_error: 23.9781 - output13_mean_squared_error: 32.4139 - output14_mean_squared_error: 26.1601 - output15_mean_squared_error: 36.2389 - output16_mean_squared_error: 23.0346 - output17_mean_squared_error: 34.2074 - output18_mean_squared_error: 18.0782 - output19_mean_squared_error: 15.0211 - output20_mean_squared_error: 22.4816 - output21_mean_squared_error: 39.6454 - output22_mean_squared_error: 27.4162 - output23_mean_squared_error: 17.9060 - output24_mean_squared_error: 28.3506 - output25_mean_squared_error: 32.6798 - output26_mean_squared_error: 17.7958 - output27_mean_squared_error: 35.4363 - output28_mean_squared_error: 30.1726 - output29_mean_squared_error: 40.6885 Epoch 341/2000 121/121 [==============================] - 0s 1ms/step - loss: 828.9041 - output00_loss: 14.6736 - output01_loss: 20.6400 - output02_loss: 30.6915 - output03_loss: 42.1472 - output04_loss: 36.2720 - output05_loss: 22.4675 - output06_loss: 32.3060 - output07_loss: 34.9296 - output08_loss: 20.3470 - output09_loss: 26.4589 - output10_loss: 22.0107 - output11_loss: 24.6448 - output12_loss: 23.9516 - output13_loss: 32.3997 - output14_loss: 26.1402 - output15_loss: 36.2194 - output16_loss: 23.0217 - output17_loss: 34.1566 - output18_loss: 18.0579 - output19_loss: 15.0136 - output20_loss: 22.4567 - output21_loss: 39.6076 - output22_loss: 27.3973 - output23_loss: 17.8938 - output24_loss: 28.3253 - output25_loss: 32.6577 - output26_loss: 17.7815 - output27_loss: 35.4124 - output28_loss: 30.1559 - output29_loss: 40.6666 - output00_mean_squared_error: 14.6736 - output01_mean_squared_error: 20.6400 - output02_mean_squared_error: 30.6915 - output03_mean_squared_error: 42.1472 - output04_mean_squared_error: 36.2720 - output05_mean_squared_error: 22.4675 - output06_mean_squared_error: 32.3060 - output07_mean_squared_error: 34.9296 - output08_mean_squared_error: 20.3470 - output09_mean_squared_error: 26.4589 - output10_mean_squared_error: 22.0107 - output11_mean_squared_error: 24.6448 - output12_mean_squared_error: 23.9516 - output13_mean_squared_error: 32.3997 - output14_mean_squared_error: 26.1402 - output15_mean_squared_error: 36.2194 - output16_mean_squared_error: 23.0217 - output17_mean_squared_error: 34.1566 - output18_mean_squared_error: 18.0579 - output19_mean_squared_error: 15.0136 - output20_mean_squared_error: 22.4567 - output21_mean_squared_error: 39.6076 - output22_mean_squared_error: 27.3973 - output23_mean_squared_error: 17.8938 - output24_mean_squared_error: 28.3253 - output25_mean_squared_error: 32.6577 - output26_mean_squared_error: 17.7815 - output27_mean_squared_error: 35.4124 - output28_mean_squared_error: 30.1559 - output29_mean_squared_error: 40.6666 Epoch 342/2000 121/121 [==============================] - 0s 1ms/step - loss: 828.2406 - output00_loss: 14.6627 - output01_loss: 20.6210 - output02_loss: 30.6645 - output03_loss: 42.1169 - output04_loss: 36.2553 - output05_loss: 22.4464 - output06_loss: 32.2825 - output07_loss: 34.8888 - output08_loss: 20.3254 - output09_loss: 26.4266 - output10_loss: 21.9982 - output11_loss: 24.6253 - output12_loss: 23.9253 - output13_loss: 32.3855 - output14_loss: 26.1204 - output15_loss: 36.1999 - output16_loss: 23.0089 - output17_loss: 34.1060 - output18_loss: 18.0376 - output19_loss: 15.0060 - output20_loss: 22.4319 - output21_loss: 39.5700 - output22_loss: 27.3785 - output23_loss: 17.8817 - output24_loss: 28.3000 - output25_loss: 32.6357 - output26_loss: 17.7671 - output27_loss: 35.3887 - output28_loss: 30.1392 - output29_loss: 40.6447 - output00_mean_squared_error: 14.6627 - output01_mean_squared_error: 20.6210 - output02_mean_squared_error: 30.6645 - output03_mean_squared_error: 42.1169 - output04_mean_squared_error: 36.2553 - output05_mean_squared_error: 22.4464 - output06_mean_squared_error: 32.2825 - output07_mean_squared_error: 34.8888 - output08_mean_squared_error: 20.3254 - output09_mean_squared_error: 26.4266 - output10_mean_squared_error: 21.9982 - output11_mean_squared_error: 24.6253 - output12_mean_squared_error: 23.9253 - output13_mean_squared_error: 32.3855 - output14_mean_squared_error: 26.1204 - output15_mean_squared_error: 36.1999 - output16_mean_squared_error: 23.0089 - output17_mean_squared_error: 34.1060 - output18_mean_squared_error: 18.0376 - output19_mean_squared_error: 15.0060 - output20_mean_squared_error: 22.4319 - output21_mean_squared_error: 39.5700 - output22_mean_squared_error: 27.3785 - output23_mean_squared_error: 17.8817 - output24_mean_squared_error: 28.3000 - output25_mean_squared_error: 32.6357 - output26_mean_squared_error: 17.7671 - output27_mean_squared_error: 35.3887 - output28_mean_squared_error: 30.1392 - output29_mean_squared_error: 40.6447 Epoch 343/2000 121/121 [==============================] - 0s 1ms/step - loss: 827.5795 - output00_loss: 14.6520 - output01_loss: 20.6020 - output02_loss: 30.6376 - output03_loss: 42.0867 - output04_loss: 36.2386 - output05_loss: 22.4254 - output06_loss: 32.2590 - output07_loss: 34.8481 - output08_loss: 20.3039 - output09_loss: 26.3944 - output10_loss: 21.9857 - output11_loss: 24.6058 - output12_loss: 23.8991 - output13_loss: 32.3713 - output14_loss: 26.1007 - output15_loss: 36.1804 - output16_loss: 22.9962 - output17_loss: 34.0557 - output18_loss: 18.0175 - output19_loss: 14.9985 - output20_loss: 22.4071 - output21_loss: 39.5325 - output22_loss: 27.3597 - output23_loss: 17.8697 - output24_loss: 28.2749 - output25_loss: 32.6138 - output26_loss: 17.7529 - output27_loss: 35.3650 - output28_loss: 30.1225 - output29_loss: 40.6229 - output00_mean_squared_error: 14.6520 - output01_mean_squared_error: 20.6020 - output02_mean_squared_error: 30.6376 - output03_mean_squared_error: 42.0867 - output04_mean_squared_error: 36.2386 - output05_mean_squared_error: 22.4254 - output06_mean_squared_error: 32.2590 - output07_mean_squared_error: 34.8481 - output08_mean_squared_error: 20.3039 - output09_mean_squared_error: 26.3944 - output10_mean_squared_error: 21.9857 - output11_mean_squared_error: 24.6058 - output12_mean_squared_error: 23.8991 - output13_mean_squared_error: 32.3713 - output14_mean_squared_error: 26.1007 - output15_mean_squared_error: 36.1804 - output16_mean_squared_error: 22.9962 - output17_mean_squared_error: 34.0557 - output18_mean_squared_error: 18.0175 - output19_mean_squared_error: 14.9985 - output20_mean_squared_error: 22.4071 - output21_mean_squared_error: 39.5325 - output22_mean_squared_error: 27.3597 - output23_mean_squared_error: 17.8697 - output24_mean_squared_error: 28.2749 - output25_mean_squared_error: 32.6138 - output26_mean_squared_error: 17.7529 - output27_mean_squared_error: 35.3650 - output28_mean_squared_error: 30.1225 - output29_mean_squared_error: 40.6229 Epoch 344/2000 121/121 [==============================] - 0s 454us/step - loss: 826.9207 - output00_loss: 14.6412 - output01_loss: 20.5830 - output02_loss: 30.6108 - output03_loss: 42.0566 - output04_loss: 36.2220 - output05_loss: 22.4046 - output06_loss: 32.2355 - output07_loss: 34.8077 - output08_loss: 20.2825 - output09_loss: 26.3624 - output10_loss: 21.9733 - output11_loss: 24.5864 - output12_loss: 23.8729 - output13_loss: 32.3571 - output14_loss: 26.0810 - output15_loss: 36.1610 - output16_loss: 22.9835 - output17_loss: 34.0055 - output18_loss: 17.9974 - output19_loss: 14.9910 - output20_loss: 22.3824 - output21_loss: 39.4951 - output22_loss: 27.3411 - output23_loss: 17.8577 - output24_loss: 28.2498 - output25_loss: 32.5920 - output26_loss: 17.7387 - output27_loss: 35.3414 - output28_loss: 30.1058 - output29_loss: 40.6010 - output00_mean_squared_error: 14.6412 - output01_mean_squared_error: 20.5830 - output02_mean_squared_error: 30.6108 - output03_mean_squared_error: 42.0566 - output04_mean_squared_error: 36.2220 - output05_mean_squared_error: 22.4046 - output06_mean_squared_error: 32.2355 - output07_mean_squared_error: 34.8077 - output08_mean_squared_error: 20.2825 - output09_mean_squared_error: 26.3624 - output10_mean_squared_error: 21.9733 - output11_mean_squared_error: 24.5864 - output12_mean_squared_error: 23.8729 - output13_mean_squared_error: 32.3571 - output14_mean_squared_error: 26.0810 - output15_mean_squared_error: 36.1610 - output16_mean_squared_error: 22.9835 - output17_mean_squared_error: 34.0055 - output18_mean_squared_error: 17.9974 - output19_mean_squared_error: 14.9910 - output20_mean_squared_error: 22.3824 - output21_mean_squared_error: 39.4951 - output22_mean_squared_error: 27.3411 - output23_mean_squared_error: 17.8577 - output24_mean_squared_error: 28.2498 - output25_mean_squared_error: 32.5920 - output26_mean_squared_error: 17.7387 - output27_mean_squared_error: 35.3414 - output28_mean_squared_error: 30.1058 - output29_mean_squared_error: 40.6010 Epoch 345/2000 121/121 [==============================] - 0s 1ms/step - loss: 826.2642 - output00_loss: 14.6306 - output01_loss: 20.5642 - output02_loss: 30.5841 - output03_loss: 42.0266 - output04_loss: 36.2054 - output05_loss: 22.3839 - output06_loss: 32.2121 - output07_loss: 34.7674 - output08_loss: 20.2611 - output09_loss: 26.3305 - output10_loss: 21.9609 - output11_loss: 24.5672 - output12_loss: 23.8469 - output13_loss: 32.3430 - output14_loss: 26.0614 - output15_loss: 36.1417 - output16_loss: 22.9710 - output17_loss: 33.9556 - output18_loss: 17.9775 - output19_loss: 14.9836 - output20_loss: 22.3577 - output21_loss: 39.4579 - output22_loss: 27.3225 - output23_loss: 17.8458 - output24_loss: 28.2249 - output25_loss: 32.5703 - output26_loss: 17.7245 - output27_loss: 35.3179 - output28_loss: 30.0892 - output29_loss: 40.5792 - output00_mean_squared_error: 14.6306 - output01_mean_squared_error: 20.5642 - output02_mean_squared_error: 30.5841 - output03_mean_squared_error: 42.0266 - output04_mean_squared_error: 36.2054 - output05_mean_squared_error: 22.3839 - output06_mean_squared_error: 32.2121 - output07_mean_squared_error: 34.7674 - output08_mean_squared_error: 20.2611 - output09_mean_squared_error: 26.3305 - output10_mean_squared_error: 21.9609 - output11_mean_squared_error: 24.5672 - output12_mean_squared_error: 23.8469 - output13_mean_squared_error: 32.3430 - output14_mean_squared_error: 26.0614 - output15_mean_squared_error: 36.1417 - output16_mean_squared_error: 22.9710 - output17_mean_squared_error: 33.9556 - output18_mean_squared_error: 17.9775 - output19_mean_squared_error: 14.9836 - output20_mean_squared_error: 22.3577 - output21_mean_squared_error: 39.4579 - output22_mean_squared_error: 27.3225 - output23_mean_squared_error: 17.8458 - output24_mean_squared_error: 28.2249 - output25_mean_squared_error: 32.5703 - output26_mean_squared_error: 17.7245 - output27_mean_squared_error: 35.3179 - output28_mean_squared_error: 30.0892 - output29_mean_squared_error: 40.5792 Epoch 346/2000 121/121 [==============================] - 0s 492us/step - loss: 825.6102 - output00_loss: 14.6200 - output01_loss: 20.5453 - output02_loss: 30.5575 - output03_loss: 41.9967 - output04_loss: 36.1887 - output05_loss: 22.3632 - output06_loss: 32.1887 - output07_loss: 34.7272 - output08_loss: 20.2398 - output09_loss: 26.2987 - output10_loss: 21.9486 - output11_loss: 24.5480 - output12_loss: 23.8209 - output13_loss: 32.3289 - output14_loss: 26.0418 - output15_loss: 36.1224 - output16_loss: 22.9585 - output17_loss: 33.9059 - output18_loss: 17.9577 - output19_loss: 14.9761 - output20_loss: 22.3331 - output21_loss: 39.4208 - output22_loss: 27.3039 - output23_loss: 17.8339 - output24_loss: 28.2001 - output25_loss: 32.5488 - output26_loss: 17.7105 - output27_loss: 35.2945 - output28_loss: 30.0726 - output29_loss: 40.5574 - output00_mean_squared_error: 14.6200 - output01_mean_squared_error: 20.5453 - output02_mean_squared_error: 30.5575 - output03_mean_squared_error: 41.9967 - output04_mean_squared_error: 36.1887 - output05_mean_squared_error: 22.3632 - output06_mean_squared_error: 32.1887 - output07_mean_squared_error: 34.7272 - output08_mean_squared_error: 20.2398 - output09_mean_squared_error: 26.2987 - output10_mean_squared_error: 21.9486 - output11_mean_squared_error: 24.5480 - output12_mean_squared_error: 23.8209 - output13_mean_squared_error: 32.3289 - output14_mean_squared_error: 26.0418 - output15_mean_squared_error: 36.1224 - output16_mean_squared_error: 22.9585 - output17_mean_squared_error: 33.9059 - output18_mean_squared_error: 17.9577 - output19_mean_squared_error: 14.9761 - output20_mean_squared_error: 22.3331 - output21_mean_squared_error: 39.4208 - output22_mean_squared_error: 27.3039 - output23_mean_squared_error: 17.8339 - output24_mean_squared_error: 28.2001 - output25_mean_squared_error: 32.5488 - output26_mean_squared_error: 17.7105 - output27_mean_squared_error: 35.2945 - output28_mean_squared_error: 30.0726 - output29_mean_squared_error: 40.5574 Epoch 347/2000 121/121 [==============================] - 0s 1ms/step - loss: 824.9581 - output00_loss: 14.6094 - output01_loss: 20.5265 - output02_loss: 30.5309 - output03_loss: 41.9668 - output04_loss: 36.1721 - output05_loss: 22.3428 - output06_loss: 32.1652 - output07_loss: 34.6872 - output08_loss: 20.2186 - output09_loss: 26.2671 - output10_loss: 21.9364 - output11_loss: 24.5289 - output12_loss: 23.7951 - output13_loss: 32.3148 - output14_loss: 26.0223 - output15_loss: 36.1031 - output16_loss: 22.9460 - output17_loss: 33.8564 - output18_loss: 17.9380 - output19_loss: 14.9686 - output20_loss: 22.3085 - output21_loss: 39.3839 - output22_loss: 27.2855 - output23_loss: 17.8222 - output24_loss: 28.1753 - output25_loss: 32.5273 - output26_loss: 17.6965 - output27_loss: 35.2712 - output28_loss: 30.0559 - output29_loss: 40.5355 - output00_mean_squared_error: 14.6094 - output01_mean_squared_error: 20.5265 - output02_mean_squared_error: 30.5309 - output03_mean_squared_error: 41.9668 - output04_mean_squared_error: 36.1721 - output05_mean_squared_error: 22.3428 - output06_mean_squared_error: 32.1652 - output07_mean_squared_error: 34.6872 - output08_mean_squared_error: 20.2186 - output09_mean_squared_error: 26.2671 - output10_mean_squared_error: 21.9364 - output11_mean_squared_error: 24.5289 - output12_mean_squared_error: 23.7951 - output13_mean_squared_error: 32.3148 - output14_mean_squared_error: 26.0223 - output15_mean_squared_error: 36.1031 - output16_mean_squared_error: 22.9460 - output17_mean_squared_error: 33.8564 - output18_mean_squared_error: 17.9380 - output19_mean_squared_error: 14.9686 - output20_mean_squared_error: 22.3085 - output21_mean_squared_error: 39.3839 - output22_mean_squared_error: 27.2855 - output23_mean_squared_error: 17.8222 - output24_mean_squared_error: 28.1753 - output25_mean_squared_error: 32.5273 - output26_mean_squared_error: 17.6965 - output27_mean_squared_error: 35.2712 - output28_mean_squared_error: 30.0559 - output29_mean_squared_error: 40.5355 Epoch 348/2000 121/121 [==============================] - 0s 538us/step - loss: 824.3084 - output00_loss: 14.5989 - output01_loss: 20.5078 - output02_loss: 30.5044 - output03_loss: 41.9371 - output04_loss: 36.1555 - output05_loss: 22.3224 - output06_loss: 32.1418 - output07_loss: 34.6474 - output08_loss: 20.1975 - output09_loss: 26.2357 - output10_loss: 21.9242 - output11_loss: 24.5099 - output12_loss: 23.7694 - output13_loss: 32.3007 - output14_loss: 26.0029 - output15_loss: 36.0839 - output16_loss: 22.9337 - output17_loss: 33.8071 - output18_loss: 17.9184 - output19_loss: 14.9611 - output20_loss: 22.2840 - output21_loss: 39.3470 - output22_loss: 27.2671 - output23_loss: 17.8104 - output24_loss: 28.1507 - output25_loss: 32.5060 - output26_loss: 17.6825 - output27_loss: 35.2479 - output28_loss: 30.0393 - output29_loss: 40.5137 - output00_mean_squared_error: 14.5989 - output01_mean_squared_error: 20.5078 - output02_mean_squared_error: 30.5044 - output03_mean_squared_error: 41.9371 - output04_mean_squared_error: 36.1555 - output05_mean_squared_error: 22.3224 - output06_mean_squared_error: 32.1418 - output07_mean_squared_error: 34.6474 - output08_mean_squared_error: 20.1975 - output09_mean_squared_error: 26.2357 - output10_mean_squared_error: 21.9242 - output11_mean_squared_error: 24.5099 - output12_mean_squared_error: 23.7694 - output13_mean_squared_error: 32.3007 - output14_mean_squared_error: 26.0029 - output15_mean_squared_error: 36.0839 - output16_mean_squared_error: 22.9337 - output17_mean_squared_error: 33.8071 - output18_mean_squared_error: 17.9184 - output19_mean_squared_error: 14.9611 - output20_mean_squared_error: 22.2840 - output21_mean_squared_error: 39.3470 - output22_mean_squared_error: 27.2671 - output23_mean_squared_error: 17.8104 - output24_mean_squared_error: 28.1507 - output25_mean_squared_error: 32.5060 - output26_mean_squared_error: 17.6825 - output27_mean_squared_error: 35.2479 - output28_mean_squared_error: 30.0393 - output29_mean_squared_error: 40.5137 Epoch 349/2000 121/121 [==============================] - 0s 537us/step - loss: 823.6609 - output00_loss: 14.5884 - output01_loss: 20.4891 - output02_loss: 30.4780 - output03_loss: 41.9074 - output04_loss: 36.1389 - output05_loss: 22.3021 - output06_loss: 32.1185 - output07_loss: 34.6077 - output08_loss: 20.1765 - output09_loss: 26.2043 - output10_loss: 21.9121 - output11_loss: 24.4910 - output12_loss: 23.7437 - output13_loss: 32.2867 - output14_loss: 25.9835 - output15_loss: 36.0647 - output16_loss: 22.9214 - output17_loss: 33.7581 - output18_loss: 17.8989 - output19_loss: 14.9537 - output20_loss: 22.2595 - output21_loss: 39.3104 - output22_loss: 27.2487 - output23_loss: 17.7988 - output24_loss: 28.1262 - output25_loss: 32.4848 - output26_loss: 17.6687 - output27_loss: 35.2248 - output28_loss: 30.0227 - output29_loss: 40.4919 - output00_mean_squared_error: 14.5884 - output01_mean_squared_error: 20.4891 - output02_mean_squared_error: 30.4780 - output03_mean_squared_error: 41.9074 - output04_mean_squared_error: 36.1389 - output05_mean_squared_error: 22.3021 - output06_mean_squared_error: 32.1185 - output07_mean_squared_error: 34.6077 - output08_mean_squared_error: 20.1765 - output09_mean_squared_error: 26.2043 - output10_mean_squared_error: 21.9121 - output11_mean_squared_error: 24.4910 - output12_mean_squared_error: 23.7437 - output13_mean_squared_error: 32.2867 - output14_mean_squared_error: 25.9835 - output15_mean_squared_error: 36.0647 - output16_mean_squared_error: 22.9214 - output17_mean_squared_error: 33.7581 - output18_mean_squared_error: 17.8989 - output19_mean_squared_error: 14.9537 - output20_mean_squared_error: 22.2595 - output21_mean_squared_error: 39.3104 - output22_mean_squared_error: 27.2487 - output23_mean_squared_error: 17.7988 - output24_mean_squared_error: 28.1262 - output25_mean_squared_error: 32.4848 - output26_mean_squared_error: 17.6687 - output27_mean_squared_error: 35.2248 - output28_mean_squared_error: 30.0227 - output29_mean_squared_error: 40.4919 Epoch 350/2000 121/121 [==============================] - 0s 997us/step - loss: 823.0159 - output00_loss: 14.5780 - output01_loss: 20.4705 - output02_loss: 30.4517 - output03_loss: 41.8778 - output04_loss: 36.1224 - output05_loss: 22.2820 - output06_loss: 32.0951 - output07_loss: 34.5682 - output08_loss: 20.1556 - output09_loss: 26.1732 - output10_loss: 21.9000 - output11_loss: 24.4722 - output12_loss: 23.7182 - output13_loss: 32.2726 - output14_loss: 25.9641 - output15_loss: 36.0455 - output16_loss: 22.9092 - output17_loss: 33.7092 - output18_loss: 17.8795 - output19_loss: 14.9462 - output20_loss: 22.2350 - output21_loss: 39.2738 - output22_loss: 27.2305 - output23_loss: 17.7872 - output24_loss: 28.1017 - output25_loss: 32.4636 - output26_loss: 17.6549 - output27_loss: 35.2018 - output28_loss: 30.0061 - output29_loss: 40.4701 - output00_mean_squared_error: 14.5780 - output01_mean_squared_error: 20.4705 - output02_mean_squared_error: 30.4517 - output03_mean_squared_error: 41.8778 - output04_mean_squared_error: 36.1224 - output05_mean_squared_error: 22.2820 - output06_mean_squared_error: 32.0951 - output07_mean_squared_error: 34.5682 - output08_mean_squared_error: 20.1556 - output09_mean_squared_error: 26.1732 - output10_mean_squared_error: 21.9000 - output11_mean_squared_error: 24.4722 - output12_mean_squared_error: 23.7182 - output13_mean_squared_error: 32.2726 - output14_mean_squared_error: 25.9641 - output15_mean_squared_error: 36.0455 - output16_mean_squared_error: 22.9092 - output17_mean_squared_error: 33.7092 - output18_mean_squared_error: 17.8795 - output19_mean_squared_error: 14.9462 - output20_mean_squared_error: 22.2350 - output21_mean_squared_error: 39.2738 - output22_mean_squared_error: 27.2305 - output23_mean_squared_error: 17.7872 - output24_mean_squared_error: 28.1017 - output25_mean_squared_error: 32.4636 - output26_mean_squared_error: 17.6549 - output27_mean_squared_error: 35.2018 - output28_mean_squared_error: 30.0061 - output29_mean_squared_error: 40.4701 Epoch 351/2000 121/121 [==============================] - 0s 1ms/step - loss: 822.3731 - output00_loss: 14.5677 - output01_loss: 20.4519 - output02_loss: 30.4255 - output03_loss: 41.8483 - output04_loss: 36.1058 - output05_loss: 22.2620 - output06_loss: 32.0718 - output07_loss: 34.5288 - output08_loss: 20.1347 - output09_loss: 26.1421 - output10_loss: 21.8880 - output11_loss: 24.4535 - output12_loss: 23.6927 - output13_loss: 32.2586 - output14_loss: 25.9448 - output15_loss: 36.0264 - output16_loss: 22.8971 - output17_loss: 33.6606 - output18_loss: 17.8602 - output19_loss: 14.9388 - output20_loss: 22.2106 - output21_loss: 39.2374 - output22_loss: 27.2123 - output23_loss: 17.7757 - output24_loss: 28.0774 - output25_loss: 32.4426 - output26_loss: 17.6411 - output27_loss: 35.1788 - output28_loss: 29.9896 - output29_loss: 40.4483 - output00_mean_squared_error: 14.5677 - output01_mean_squared_error: 20.4519 - output02_mean_squared_error: 30.4255 - output03_mean_squared_error: 41.8483 - output04_mean_squared_error: 36.1058 - output05_mean_squared_error: 22.2620 - output06_mean_squared_error: 32.0718 - output07_mean_squared_error: 34.5288 - output08_mean_squared_error: 20.1347 - output09_mean_squared_error: 26.1421 - output10_mean_squared_error: 21.8880 - output11_mean_squared_error: 24.4535 - output12_mean_squared_error: 23.6927 - output13_mean_squared_error: 32.2586 - output14_mean_squared_error: 25.9448 - output15_mean_squared_error: 36.0264 - output16_mean_squared_error: 22.8971 - output17_mean_squared_error: 33.6606 - output18_mean_squared_error: 17.8602 - output19_mean_squared_error: 14.9388 - output20_mean_squared_error: 22.2106 - output21_mean_squared_error: 39.2374 - output22_mean_squared_error: 27.2123 - output23_mean_squared_error: 17.7757 - output24_mean_squared_error: 28.0774 - output25_mean_squared_error: 32.4426 - output26_mean_squared_error: 17.6411 - output27_mean_squared_error: 35.1788 - output28_mean_squared_error: 29.9896 - output29_mean_squared_error: 40.4483 Epoch 352/2000 121/121 [==============================] - 0s 931us/step - loss: 821.7325 - output00_loss: 14.5574 - output01_loss: 20.4333 - output02_loss: 30.3993 - output03_loss: 41.8188 - output04_loss: 36.0892 - output05_loss: 22.2421 - output06_loss: 32.0484 - output07_loss: 34.4896 - output08_loss: 20.1139 - output09_loss: 26.1112 - output10_loss: 21.8760 - output11_loss: 24.4349 - output12_loss: 23.6674 - output13_loss: 32.2447 - output14_loss: 25.9256 - output15_loss: 36.0074 - output16_loss: 22.8851 - output17_loss: 33.6122 - output18_loss: 17.8411 - output19_loss: 14.9313 - output20_loss: 22.1863 - output21_loss: 39.2011 - output22_loss: 27.1941 - output23_loss: 17.7642 - output24_loss: 28.0532 - output25_loss: 32.4217 - output26_loss: 17.6274 - output27_loss: 35.1559 - output28_loss: 29.9730 - output29_loss: 40.4265 - output00_mean_squared_error: 14.5574 - output01_mean_squared_error: 20.4333 - output02_mean_squared_error: 30.3993 - output03_mean_squared_error: 41.8188 - output04_mean_squared_error: 36.0892 - output05_mean_squared_error: 22.2421 - output06_mean_squared_error: 32.0484 - output07_mean_squared_error: 34.4896 - output08_mean_squared_error: 20.1139 - output09_mean_squared_error: 26.1112 - output10_mean_squared_error: 21.8760 - output11_mean_squared_error: 24.4349 - output12_mean_squared_error: 23.6674 - output13_mean_squared_error: 32.2447 - output14_mean_squared_error: 25.9256 - output15_mean_squared_error: 36.0074 - output16_mean_squared_error: 22.8851 - output17_mean_squared_error: 33.6122 - output18_mean_squared_error: 17.8411 - output19_mean_squared_error: 14.9313 - output20_mean_squared_error: 22.1863 - output21_mean_squared_error: 39.2011 - output22_mean_squared_error: 27.1941 - output23_mean_squared_error: 17.7642 - output24_mean_squared_error: 28.0532 - output25_mean_squared_error: 32.4217 - output26_mean_squared_error: 17.6274 - output27_mean_squared_error: 35.1559 - output28_mean_squared_error: 29.9730 - output29_mean_squared_error: 40.4265 Epoch 353/2000 121/121 [==============================] - 0s 1ms/step - loss: 821.0941 - output00_loss: 14.5471 - output01_loss: 20.4148 - output02_loss: 30.3733 - output03_loss: 41.7894 - output04_loss: 36.0727 - output05_loss: 22.2223 - output06_loss: 32.0251 - output07_loss: 34.4505 - output08_loss: 20.0932 - output09_loss: 26.0805 - output10_loss: 21.8641 - output11_loss: 24.4163 - output12_loss: 23.6421 - output13_loss: 32.2307 - output14_loss: 25.9064 - output15_loss: 35.9883 - output16_loss: 22.8731 - output17_loss: 33.5640 - output18_loss: 17.8220 - output19_loss: 14.9239 - output20_loss: 22.1620 - output21_loss: 39.1650 - output22_loss: 27.1761 - output23_loss: 17.7528 - output24_loss: 28.0291 - output25_loss: 32.4009 - output26_loss: 17.6138 - output27_loss: 35.1332 - output28_loss: 29.9565 - output29_loss: 40.4048 - output00_mean_squared_error: 14.5471 - output01_mean_squared_error: 20.4148 - output02_mean_squared_error: 30.3733 - output03_mean_squared_error: 41.7894 - output04_mean_squared_error: 36.0727 - output05_mean_squared_error: 22.2223 - output06_mean_squared_error: 32.0251 - output07_mean_squared_error: 34.4505 - output08_mean_squared_error: 20.0932 - output09_mean_squared_error: 26.0805 - output10_mean_squared_error: 21.8641 - output11_mean_squared_error: 24.4163 - output12_mean_squared_error: 23.6421 - output13_mean_squared_error: 32.2307 - output14_mean_squared_error: 25.9064 - output15_mean_squared_error: 35.9883 - output16_mean_squared_error: 22.8731 - output17_mean_squared_error: 33.5640 - output18_mean_squared_error: 17.8220 - output19_mean_squared_error: 14.9239 - output20_mean_squared_error: 22.1620 - output21_mean_squared_error: 39.1650 - output22_mean_squared_error: 27.1761 - output23_mean_squared_error: 17.7528 - output24_mean_squared_error: 28.0291 - output25_mean_squared_error: 32.4009 - output26_mean_squared_error: 17.6138 - output27_mean_squared_error: 35.1332 - output28_mean_squared_error: 29.9565 - output29_mean_squared_error: 40.4048 Epoch 354/2000 121/121 [==============================] - 0s 1ms/step - loss: 820.4579 - output00_loss: 14.5369 - output01_loss: 20.3964 - output02_loss: 30.3473 - output03_loss: 41.7602 - output04_loss: 36.0562 - output05_loss: 22.2027 - output06_loss: 32.0018 - output07_loss: 34.4116 - output08_loss: 20.0726 - output09_loss: 26.0498 - output10_loss: 21.8523 - output11_loss: 24.3979 - output12_loss: 23.6170 - output13_loss: 32.2167 - output14_loss: 25.8873 - output15_loss: 35.9694 - output16_loss: 22.8612 - output17_loss: 33.5160 - output18_loss: 17.8030 - output19_loss: 14.9165 - output20_loss: 22.1377 - output21_loss: 39.1290 - output22_loss: 27.1581 - output23_loss: 17.7415 - output24_loss: 28.0050 - output25_loss: 32.3802 - output26_loss: 17.6003 - output27_loss: 35.1105 - output28_loss: 29.9399 - output29_loss: 40.3830 - output00_mean_squared_error: 14.5369 - output01_mean_squared_error: 20.3964 - output02_mean_squared_error: 30.3473 - output03_mean_squared_error: 41.7602 - output04_mean_squared_error: 36.0562 - output05_mean_squared_error: 22.2027 - output06_mean_squared_error: 32.0018 - output07_mean_squared_error: 34.4116 - output08_mean_squared_error: 20.0726 - output09_mean_squared_error: 26.0498 - output10_mean_squared_error: 21.8523 - output11_mean_squared_error: 24.3979 - output12_mean_squared_error: 23.6170 - output13_mean_squared_error: 32.2167 - output14_mean_squared_error: 25.8873 - output15_mean_squared_error: 35.9694 - output16_mean_squared_error: 22.8612 - output17_mean_squared_error: 33.5160 - output18_mean_squared_error: 17.8030 - output19_mean_squared_error: 14.9165 - output20_mean_squared_error: 22.1377 - output21_mean_squared_error: 39.1290 - output22_mean_squared_error: 27.1581 - output23_mean_squared_error: 17.7415 - output24_mean_squared_error: 28.0050 - output25_mean_squared_error: 32.3802 - output26_mean_squared_error: 17.6003 - output27_mean_squared_error: 35.1105 - output28_mean_squared_error: 29.9399 - output29_mean_squared_error: 40.3830 Epoch 355/2000 121/121 [==============================] - 0s 919us/step - loss: 819.8238 - output00_loss: 14.5267 - output01_loss: 20.3780 - output02_loss: 30.3214 - output03_loss: 41.7309 - output04_loss: 36.0396 - output05_loss: 22.1831 - output06_loss: 31.9786 - output07_loss: 34.3729 - output08_loss: 20.0520 - output09_loss: 26.0194 - output10_loss: 21.8405 - output11_loss: 24.3795 - output12_loss: 23.5919 - output13_loss: 32.2028 - output14_loss: 25.8683 - output15_loss: 35.9504 - output16_loss: 22.8493 - output17_loss: 33.4682 - output18_loss: 17.7842 - output19_loss: 14.9091 - output20_loss: 22.1135 - output21_loss: 39.0931 - output22_loss: 27.1401 - output23_loss: 17.7302 - output24_loss: 27.9811 - output25_loss: 32.3596 - output26_loss: 17.5868 - output27_loss: 35.0879 - output28_loss: 29.9234 - output29_loss: 40.3613 - output00_mean_squared_error: 14.5267 - output01_mean_squared_error: 20.3780 - output02_mean_squared_error: 30.3214 - output03_mean_squared_error: 41.7309 - output04_mean_squared_error: 36.0396 - output05_mean_squared_error: 22.1831 - output06_mean_squared_error: 31.9786 - output07_mean_squared_error: 34.3729 - output08_mean_squared_error: 20.0520 - output09_mean_squared_error: 26.0194 - output10_mean_squared_error: 21.8405 - output11_mean_squared_error: 24.3795 - output12_mean_squared_error: 23.5919 - output13_mean_squared_error: 32.2028 - output14_mean_squared_error: 25.8683 - output15_mean_squared_error: 35.9504 - output16_mean_squared_error: 22.8493 - output17_mean_squared_error: 33.4682 - output18_mean_squared_error: 17.7842 - output19_mean_squared_error: 14.9091 - output20_mean_squared_error: 22.1135 - output21_mean_squared_error: 39.0931 - output22_mean_squared_error: 27.1401 - output23_mean_squared_error: 17.7302 - output24_mean_squared_error: 27.9811 - output25_mean_squared_error: 32.3596 - output26_mean_squared_error: 17.5868 - output27_mean_squared_error: 35.0879 - output28_mean_squared_error: 29.9234 - output29_mean_squared_error: 40.3613 Epoch 356/2000 121/121 [==============================] - 0s 885us/step - loss: 819.1920 - output00_loss: 14.5166 - output01_loss: 20.3596 - output02_loss: 30.2955 - output03_loss: 41.7018 - output04_loss: 36.0231 - output05_loss: 22.1637 - output06_loss: 31.9553 - output07_loss: 34.3343 - output08_loss: 20.0315 - output09_loss: 25.9890 - output10_loss: 21.8288 - output11_loss: 24.3613 - output12_loss: 23.5669 - output13_loss: 32.1889 - output14_loss: 25.8493 - output15_loss: 35.9315 - output16_loss: 22.8376 - output17_loss: 33.4206 - output18_loss: 17.7654 - output19_loss: 14.9017 - output20_loss: 22.0893 - output21_loss: 39.0573 - output22_loss: 27.1223 - output23_loss: 17.7189 - output24_loss: 27.9573 - output25_loss: 32.3392 - output26_loss: 17.5734 - output27_loss: 35.0654 - output28_loss: 29.9069 - output29_loss: 40.3395 - output00_mean_squared_error: 14.5166 - output01_mean_squared_error: 20.3596 - output02_mean_squared_error: 30.2955 - output03_mean_squared_error: 41.7018 - output04_mean_squared_error: 36.0231 - output05_mean_squared_error: 22.1637 - output06_mean_squared_error: 31.9553 - output07_mean_squared_error: 34.3343 - output08_mean_squared_error: 20.0315 - output09_mean_squared_error: 25.9890 - output10_mean_squared_error: 21.8288 - output11_mean_squared_error: 24.3613 - output12_mean_squared_error: 23.5669 - output13_mean_squared_error: 32.1889 - output14_mean_squared_error: 25.8493 - output15_mean_squared_error: 35.9315 - output16_mean_squared_error: 22.8376 - output17_mean_squared_error: 33.4206 - output18_mean_squared_error: 17.7654 - output19_mean_squared_error: 14.9017 - output20_mean_squared_error: 22.0893 - output21_mean_squared_error: 39.0573 - output22_mean_squared_error: 27.1223 - output23_mean_squared_error: 17.7189 - output24_mean_squared_error: 27.9573 - output25_mean_squared_error: 32.3392 - output26_mean_squared_error: 17.5734 - output27_mean_squared_error: 35.0654 - output28_mean_squared_error: 29.9069 - output29_mean_squared_error: 40.3395 Epoch 357/2000 121/121 [==============================] - 0s 1ms/step - loss: 818.5625 - output00_loss: 14.5066 - output01_loss: 20.3413 - output02_loss: 30.2698 - output03_loss: 41.6728 - output04_loss: 36.0066 - output05_loss: 22.1443 - output06_loss: 31.9321 - output07_loss: 34.2958 - output08_loss: 20.0112 - output09_loss: 25.9588 - output10_loss: 21.8172 - output11_loss: 24.3431 - output12_loss: 23.5421 - output13_loss: 32.1750 - output14_loss: 25.8303 - output15_loss: 35.9127 - output16_loss: 22.8259 - output17_loss: 33.3733 - output18_loss: 17.7468 - output19_loss: 14.8943 - output20_loss: 22.0652 - output21_loss: 39.0217 - output22_loss: 27.1045 - output23_loss: 17.7078 - output24_loss: 27.9335 - output25_loss: 32.3188 - output26_loss: 17.5600 - output27_loss: 35.0429 - output28_loss: 29.8904 - output29_loss: 40.3178 - output00_mean_squared_error: 14.5066 - output01_mean_squared_error: 20.3413 - output02_mean_squared_error: 30.2698 - output03_mean_squared_error: 41.6728 - output04_mean_squared_error: 36.0066 - output05_mean_squared_error: 22.1443 - output06_mean_squared_error: 31.9321 - output07_mean_squared_error: 34.2958 - output08_mean_squared_error: 20.0112 - output09_mean_squared_error: 25.9588 - output10_mean_squared_error: 21.8172 - output11_mean_squared_error: 24.3431 - output12_mean_squared_error: 23.5421 - output13_mean_squared_error: 32.1750 - output14_mean_squared_error: 25.8303 - output15_mean_squared_error: 35.9127 - output16_mean_squared_error: 22.8259 - output17_mean_squared_error: 33.3733 - output18_mean_squared_error: 17.7468 - output19_mean_squared_error: 14.8943 - output20_mean_squared_error: 22.0652 - output21_mean_squared_error: 39.0217 - output22_mean_squared_error: 27.1045 - output23_mean_squared_error: 17.7078 - output24_mean_squared_error: 27.9335 - output25_mean_squared_error: 32.3188 - output26_mean_squared_error: 17.5600 - output27_mean_squared_error: 35.0429 - output28_mean_squared_error: 29.8904 - output29_mean_squared_error: 40.3178 Epoch 358/2000 121/121 [==============================] - 0s 1ms/step - loss: 817.9349 - output00_loss: 14.4965 - output01_loss: 20.3231 - output02_loss: 30.2441 - output03_loss: 41.6438 - output04_loss: 35.9901 - output05_loss: 22.1251 - output06_loss: 31.9089 - output07_loss: 34.2575 - output08_loss: 19.9908 - output09_loss: 25.9287 - output10_loss: 21.8055 - output11_loss: 24.3250 - output12_loss: 23.5173 - output13_loss: 32.1612 - output14_loss: 25.8114 - output15_loss: 35.8939 - output16_loss: 22.8143 - output17_loss: 33.3261 - output18_loss: 17.7282 - output19_loss: 14.8869 - output20_loss: 22.0411 - output21_loss: 38.9862 - output22_loss: 27.0867 - output23_loss: 17.6967 - output24_loss: 27.9099 - output25_loss: 32.2985 - output26_loss: 17.5467 - output27_loss: 35.0206 - output28_loss: 29.8739 - output29_loss: 40.2961 - output00_mean_squared_error: 14.4965 - output01_mean_squared_error: 20.3231 - output02_mean_squared_error: 30.2441 - output03_mean_squared_error: 41.6438 - output04_mean_squared_error: 35.9901 - output05_mean_squared_error: 22.1251 - output06_mean_squared_error: 31.9089 - output07_mean_squared_error: 34.2575 - output08_mean_squared_error: 19.9908 - output09_mean_squared_error: 25.9287 - output10_mean_squared_error: 21.8055 - output11_mean_squared_error: 24.3250 - output12_mean_squared_error: 23.5173 - output13_mean_squared_error: 32.1612 - output14_mean_squared_error: 25.8114 - output15_mean_squared_error: 35.8939 - output16_mean_squared_error: 22.8143 - output17_mean_squared_error: 33.3261 - output18_mean_squared_error: 17.7282 - output19_mean_squared_error: 14.8869 - output20_mean_squared_error: 22.0411 - output21_mean_squared_error: 38.9862 - output22_mean_squared_error: 27.0867 - output23_mean_squared_error: 17.6967 - output24_mean_squared_error: 27.9099 - output25_mean_squared_error: 32.2985 - output26_mean_squared_error: 17.5467 - output27_mean_squared_error: 35.0206 - output28_mean_squared_error: 29.8739 - output29_mean_squared_error: 40.2961 Epoch 359/2000 121/121 [==============================] - 0s 492us/step - loss: 817.3098 - output00_loss: 14.4866 - output01_loss: 20.3049 - output02_loss: 30.2185 - output03_loss: 41.6149 - output04_loss: 35.9737 - output05_loss: 22.1060 - output06_loss: 31.8857 - output07_loss: 34.2193 - output08_loss: 19.9706 - output09_loss: 25.8988 - output10_loss: 21.7940 - output11_loss: 24.3070 - output12_loss: 23.4926 - output13_loss: 32.1473 - output14_loss: 25.7926 - output15_loss: 35.8751 - output16_loss: 22.8027 - output17_loss: 33.2792 - output18_loss: 17.7098 - output19_loss: 14.8795 - output20_loss: 22.0171 - output21_loss: 38.9508 - output22_loss: 27.0691 - output23_loss: 17.6856 - output24_loss: 27.8864 - output25_loss: 32.2783 - output26_loss: 17.5334 - output27_loss: 34.9984 - output28_loss: 29.8574 - output29_loss: 40.2744 - output00_mean_squared_error: 14.4866 - output01_mean_squared_error: 20.3049 - output02_mean_squared_error: 30.2185 - output03_mean_squared_error: 41.6149 - output04_mean_squared_error: 35.9737 - output05_mean_squared_error: 22.1060 - output06_mean_squared_error: 31.8857 - output07_mean_squared_error: 34.2193 - output08_mean_squared_error: 19.9706 - output09_mean_squared_error: 25.8988 - output10_mean_squared_error: 21.7940 - output11_mean_squared_error: 24.3070 - output12_mean_squared_error: 23.4926 - output13_mean_squared_error: 32.1473 - output14_mean_squared_error: 25.7926 - output15_mean_squared_error: 35.8751 - output16_mean_squared_error: 22.8027 - output17_mean_squared_error: 33.2792 - output18_mean_squared_error: 17.7098 - output19_mean_squared_error: 14.8795 - output20_mean_squared_error: 22.0171 - output21_mean_squared_error: 38.9508 - output22_mean_squared_error: 27.0691 - output23_mean_squared_error: 17.6856 - output24_mean_squared_error: 27.8864 - output25_mean_squared_error: 32.2783 - output26_mean_squared_error: 17.5334 - output27_mean_squared_error: 34.9984 - output28_mean_squared_error: 29.8574 - output29_mean_squared_error: 40.2744 Epoch 360/2000 121/121 [==============================] - 0s 883us/step - loss: 816.6867 - output00_loss: 14.4766 - output01_loss: 20.2867 - output02_loss: 30.1930 - output03_loss: 41.5861 - output04_loss: 35.9572 - output05_loss: 22.0870 - output06_loss: 31.8625 - output07_loss: 34.1814 - output08_loss: 19.9504 - output09_loss: 25.8690 - output10_loss: 21.7825 - output11_loss: 24.2891 - output12_loss: 23.4680 - output13_loss: 32.1335 - output14_loss: 25.7738 - output15_loss: 35.8564 - output16_loss: 22.7913 - output17_loss: 33.2325 - output18_loss: 17.6914 - output19_loss: 14.8721 - output20_loss: 21.9931 - output21_loss: 38.9156 - output22_loss: 27.0515 - output23_loss: 17.6747 - output24_loss: 27.8629 - output25_loss: 32.2583 - output26_loss: 17.5203 - output27_loss: 34.9762 - output28_loss: 29.8410 - output29_loss: 40.2527 - output00_mean_squared_error: 14.4766 - output01_mean_squared_error: 20.2867 - output02_mean_squared_error: 30.1930 - output03_mean_squared_error: 41.5861 - output04_mean_squared_error: 35.9572 - output05_mean_squared_error: 22.0870 - output06_mean_squared_error: 31.8625 - output07_mean_squared_error: 34.1814 - output08_mean_squared_error: 19.9504 - output09_mean_squared_error: 25.8690 - output10_mean_squared_error: 21.7825 - output11_mean_squared_error: 24.2891 - output12_mean_squared_error: 23.4680 - output13_mean_squared_error: 32.1335 - output14_mean_squared_error: 25.7738 - output15_mean_squared_error: 35.8564 - output16_mean_squared_error: 22.7913 - output17_mean_squared_error: 33.2325 - output18_mean_squared_error: 17.6914 - output19_mean_squared_error: 14.8721 - output20_mean_squared_error: 21.9931 - output21_mean_squared_error: 38.9156 - output22_mean_squared_error: 27.0515 - output23_mean_squared_error: 17.6747 - output24_mean_squared_error: 27.8629 - output25_mean_squared_error: 32.2583 - output26_mean_squared_error: 17.5203 - output27_mean_squared_error: 34.9762 - output28_mean_squared_error: 29.8410 - output29_mean_squared_error: 40.2527 Epoch 361/2000 121/121 [==============================] - 0s 578us/step - loss: 816.0658 - output00_loss: 14.4668 - output01_loss: 20.2686 - output02_loss: 30.1676 - output03_loss: 41.5574 - output04_loss: 35.9407 - output05_loss: 22.0682 - output06_loss: 31.8394 - output07_loss: 34.1435 - output08_loss: 19.9304 - output09_loss: 25.8393 - output10_loss: 21.7711 - output11_loss: 24.2712 - output12_loss: 23.4435 - output13_loss: 32.1197 - output14_loss: 25.7550 - output15_loss: 35.8377 - output16_loss: 22.7798 - output17_loss: 33.1859 - output18_loss: 17.6731 - output19_loss: 14.8648 - output20_loss: 21.9691 - output21_loss: 38.8805 - output22_loss: 27.0339 - output23_loss: 17.6637 - output24_loss: 27.8396 - output25_loss: 32.2383 - output26_loss: 17.5071 - output27_loss: 34.9541 - output28_loss: 29.8245 - output29_loss: 40.2310 - output00_mean_squared_error: 14.4668 - output01_mean_squared_error: 20.2686 - output02_mean_squared_error: 30.1676 - output03_mean_squared_error: 41.5574 - output04_mean_squared_error: 35.9407 - output05_mean_squared_error: 22.0682 - output06_mean_squared_error: 31.8394 - output07_mean_squared_error: 34.1435 - output08_mean_squared_error: 19.9304 - output09_mean_squared_error: 25.8393 - output10_mean_squared_error: 21.7711 - output11_mean_squared_error: 24.2712 - output12_mean_squared_error: 23.4435 - output13_mean_squared_error: 32.1197 - output14_mean_squared_error: 25.7550 - output15_mean_squared_error: 35.8377 - output16_mean_squared_error: 22.7798 - output17_mean_squared_error: 33.1859 - output18_mean_squared_error: 17.6731 - output19_mean_squared_error: 14.8648 - output20_mean_squared_error: 21.9691 - output21_mean_squared_error: 38.8805 - output22_mean_squared_error: 27.0339 - output23_mean_squared_error: 17.6637 - output24_mean_squared_error: 27.8396 - output25_mean_squared_error: 32.2383 - output26_mean_squared_error: 17.5071 - output27_mean_squared_error: 34.9541 - output28_mean_squared_error: 29.8245 - output29_mean_squared_error: 40.2310 Epoch 362/2000 121/121 [==============================] - 0s 1ms/step - loss: 815.4469 - output00_loss: 14.4570 - output01_loss: 20.2505 - output02_loss: 30.1422 - output03_loss: 41.5287 - output04_loss: 35.9243 - output05_loss: 22.0494 - output06_loss: 31.8163 - output07_loss: 34.1058 - output08_loss: 19.9104 - output09_loss: 25.8098 - output10_loss: 21.7597 - output11_loss: 24.2535 - output12_loss: 23.4191 - output13_loss: 32.1059 - output14_loss: 25.7364 - output15_loss: 35.8191 - output16_loss: 22.7685 - output17_loss: 33.1396 - output18_loss: 17.6550 - output19_loss: 14.8574 - output20_loss: 21.9453 - output21_loss: 38.8455 - output22_loss: 27.0164 - output23_loss: 17.6529 - output24_loss: 27.8164 - output25_loss: 32.2185 - output26_loss: 17.4941 - output27_loss: 34.9321 - output28_loss: 29.8081 - output29_loss: 40.2093 - output00_mean_squared_error: 14.4570 - output01_mean_squared_error: 20.2505 - output02_mean_squared_error: 30.1422 - output03_mean_squared_error: 41.5287 - output04_mean_squared_error: 35.9243 - output05_mean_squared_error: 22.0494 - output06_mean_squared_error: 31.8163 - output07_mean_squared_error: 34.1058 - output08_mean_squared_error: 19.9104 - output09_mean_squared_error: 25.8098 - output10_mean_squared_error: 21.7597 - output11_mean_squared_error: 24.2535 - output12_mean_squared_error: 23.4191 - output13_mean_squared_error: 32.1059 - output14_mean_squared_error: 25.7364 - output15_mean_squared_error: 35.8191 - output16_mean_squared_error: 22.7685 - output17_mean_squared_error: 33.1396 - output18_mean_squared_error: 17.6550 - output19_mean_squared_error: 14.8574 - output20_mean_squared_error: 21.9453 - output21_mean_squared_error: 38.8455 - output22_mean_squared_error: 27.0164 - output23_mean_squared_error: 17.6529 - output24_mean_squared_error: 27.8164 - output25_mean_squared_error: 32.2185 - output26_mean_squared_error: 17.4941 - output27_mean_squared_error: 34.9321 - output28_mean_squared_error: 29.8081 - output29_mean_squared_error: 40.2093 Epoch 363/2000 121/121 [==============================] - 0s 712us/step - loss: 814.8304 - output00_loss: 14.4472 - output01_loss: 20.2325 - output02_loss: 30.1169 - output03_loss: 41.5001 - output04_loss: 35.9079 - output05_loss: 22.0307 - output06_loss: 31.7932 - output07_loss: 34.0682 - output08_loss: 19.8904 - output09_loss: 25.7803 - output10_loss: 21.7483 - output11_loss: 24.2358 - output12_loss: 23.3948 - output13_loss: 32.0922 - output14_loss: 25.7177 - output15_loss: 35.8005 - output16_loss: 22.7572 - output17_loss: 33.0935 - output18_loss: 17.6369 - output19_loss: 14.8501 - output20_loss: 21.9214 - output21_loss: 38.8107 - output22_loss: 26.9990 - output23_loss: 17.6421 - output24_loss: 27.7932 - output25_loss: 32.1987 - output26_loss: 17.4811 - output27_loss: 34.9102 - output28_loss: 29.7917 - output29_loss: 40.1877 - output00_mean_squared_error: 14.4472 - output01_mean_squared_error: 20.2325 - output02_mean_squared_error: 30.1169 - output03_mean_squared_error: 41.5001 - output04_mean_squared_error: 35.9079 - output05_mean_squared_error: 22.0307 - output06_mean_squared_error: 31.7932 - output07_mean_squared_error: 34.0682 - output08_mean_squared_error: 19.8904 - output09_mean_squared_error: 25.7803 - output10_mean_squared_error: 21.7483 - output11_mean_squared_error: 24.2358 - output12_mean_squared_error: 23.3948 - output13_mean_squared_error: 32.0922 - output14_mean_squared_error: 25.7177 - output15_mean_squared_error: 35.8005 - output16_mean_squared_error: 22.7572 - output17_mean_squared_error: 33.0935 - output18_mean_squared_error: 17.6369 - output19_mean_squared_error: 14.8501 - output20_mean_squared_error: 21.9214 - output21_mean_squared_error: 38.8107 - output22_mean_squared_error: 26.9990 - output23_mean_squared_error: 17.6421 - output24_mean_squared_error: 27.7932 - output25_mean_squared_error: 32.1987 - output26_mean_squared_error: 17.4811 - output27_mean_squared_error: 34.9102 - output28_mean_squared_error: 29.7917 - output29_mean_squared_error: 40.1877 Epoch 364/2000 121/121 [==============================] - 0s 1ms/step - loss: 814.2157 - output00_loss: 14.4374 - output01_loss: 20.2145 - output02_loss: 30.0918 - output03_loss: 41.4716 - output04_loss: 35.8914 - output05_loss: 22.0122 - output06_loss: 31.7701 - output07_loss: 34.0308 - output08_loss: 19.8706 - output09_loss: 25.7511 - output10_loss: 21.7371 - output11_loss: 24.2183 - output12_loss: 23.3706 - output13_loss: 32.0784 - output14_loss: 25.6991 - output15_loss: 35.7819 - output16_loss: 22.7460 - output17_loss: 33.0476 - output18_loss: 17.6190 - output19_loss: 14.8427 - output20_loss: 21.8976 - output21_loss: 38.7760 - output22_loss: 26.9817 - output23_loss: 17.6313 - output24_loss: 27.7702 - output25_loss: 32.1790 - output26_loss: 17.4681 - output27_loss: 34.8884 - output28_loss: 29.7753 - output29_loss: 40.1660 - output00_mean_squared_error: 14.4374 - output01_mean_squared_error: 20.2145 - output02_mean_squared_error: 30.0918 - output03_mean_squared_error: 41.4716 - output04_mean_squared_error: 35.8914 - output05_mean_squared_error: 22.0122 - output06_mean_squared_error: 31.7701 - output07_mean_squared_error: 34.0308 - output08_mean_squared_error: 19.8706 - output09_mean_squared_error: 25.7511 - output10_mean_squared_error: 21.7371 - output11_mean_squared_error: 24.2183 - output12_mean_squared_error: 23.3706 - output13_mean_squared_error: 32.0784 - output14_mean_squared_error: 25.6991 - output15_mean_squared_error: 35.7819 - output16_mean_squared_error: 22.7460 - output17_mean_squared_error: 33.0476 - output18_mean_squared_error: 17.6190 - output19_mean_squared_error: 14.8427 - output20_mean_squared_error: 21.8976 - output21_mean_squared_error: 38.7760 - output22_mean_squared_error: 26.9817 - output23_mean_squared_error: 17.6313 - output24_mean_squared_error: 27.7702 - output25_mean_squared_error: 32.1790 - output26_mean_squared_error: 17.4681 - output27_mean_squared_error: 34.8884 - output28_mean_squared_error: 29.7753 - output29_mean_squared_error: 40.1660 Epoch 365/2000 121/121 [==============================] - 0s 1ms/step - loss: 813.6035 - output00_loss: 14.4278 - output01_loss: 20.1966 - output02_loss: 30.0666 - output03_loss: 41.4432 - output04_loss: 35.8750 - output05_loss: 21.9937 - output06_loss: 31.7470 - output07_loss: 33.9936 - output08_loss: 19.8508 - output09_loss: 25.7219 - output10_loss: 21.7258 - output11_loss: 24.2008 - output12_loss: 23.3465 - output13_loss: 32.0647 - output14_loss: 25.6806 - output15_loss: 35.7634 - output16_loss: 22.7349 - output17_loss: 33.0019 - output18_loss: 17.6011 - output19_loss: 14.8354 - output20_loss: 21.8738 - output21_loss: 38.7414 - output22_loss: 26.9644 - output23_loss: 17.6206 - output24_loss: 27.7472 - output25_loss: 32.1595 - output26_loss: 17.4552 - output27_loss: 34.8667 - output28_loss: 29.7589 - output29_loss: 40.1444 - output00_mean_squared_error: 14.4278 - output01_mean_squared_error: 20.1966 - output02_mean_squared_error: 30.0666 - output03_mean_squared_error: 41.4432 - output04_mean_squared_error: 35.8750 - output05_mean_squared_error: 21.9937 - output06_mean_squared_error: 31.7470 - output07_mean_squared_error: 33.9936 - output08_mean_squared_error: 19.8508 - output09_mean_squared_error: 25.7219 - output10_mean_squared_error: 21.7258 - output11_mean_squared_error: 24.2008 - output12_mean_squared_error: 23.3465 - output13_mean_squared_error: 32.0647 - output14_mean_squared_error: 25.6806 - output15_mean_squared_error: 35.7634 - output16_mean_squared_error: 22.7349 - output17_mean_squared_error: 33.0019 - output18_mean_squared_error: 17.6011 - output19_mean_squared_error: 14.8354 - output20_mean_squared_error: 21.8738 - output21_mean_squared_error: 38.7414 - output22_mean_squared_error: 26.9644 - output23_mean_squared_error: 17.6206 - output24_mean_squared_error: 27.7472 - output25_mean_squared_error: 32.1595 - output26_mean_squared_error: 17.4552 - output27_mean_squared_error: 34.8667 - output28_mean_squared_error: 29.7589 - output29_mean_squared_error: 40.1444 Epoch 366/2000 121/121 [==============================] - 0s 1ms/step - loss: 812.9932 - output00_loss: 14.4181 - output01_loss: 20.1787 - output02_loss: 30.0416 - output03_loss: 41.4149 - output04_loss: 35.8587 - output05_loss: 21.9754 - output06_loss: 31.7240 - output07_loss: 33.9565 - output08_loss: 19.8311 - output09_loss: 25.6929 - output10_loss: 21.7147 - output11_loss: 24.1834 - output12_loss: 23.3225 - output13_loss: 32.0510 - output14_loss: 25.6621 - output15_loss: 35.7449 - output16_loss: 22.7238 - output17_loss: 32.9563 - output18_loss: 17.5834 - output19_loss: 14.8281 - output20_loss: 21.8501 - output21_loss: 38.7069 - output22_loss: 26.9472 - output23_loss: 17.6100 - output24_loss: 27.7243 - output25_loss: 32.1400 - output26_loss: 17.4424 - output27_loss: 34.8450 - output28_loss: 29.7425 - output29_loss: 40.1228 - output00_mean_squared_error: 14.4181 - output01_mean_squared_error: 20.1787 - output02_mean_squared_error: 30.0416 - output03_mean_squared_error: 41.4149 - output04_mean_squared_error: 35.8587 - output05_mean_squared_error: 21.9754 - output06_mean_squared_error: 31.7240 - output07_mean_squared_error: 33.9565 - output08_mean_squared_error: 19.8311 - output09_mean_squared_error: 25.6929 - output10_mean_squared_error: 21.7147 - output11_mean_squared_error: 24.1834 - output12_mean_squared_error: 23.3225 - output13_mean_squared_error: 32.0510 - output14_mean_squared_error: 25.6621 - output15_mean_squared_error: 35.7449 - output16_mean_squared_error: 22.7238 - output17_mean_squared_error: 32.9563 - output18_mean_squared_error: 17.5834 - output19_mean_squared_error: 14.8281 - output20_mean_squared_error: 21.8501 - output21_mean_squared_error: 38.7069 - output22_mean_squared_error: 26.9472 - output23_mean_squared_error: 17.6100 - output24_mean_squared_error: 27.7243 - output25_mean_squared_error: 32.1400 - output26_mean_squared_error: 17.4424 - output27_mean_squared_error: 34.8450 - output28_mean_squared_error: 29.7425 - output29_mean_squared_error: 40.1228 Epoch 367/2000 121/121 [==============================] - 0s 757us/step - loss: 812.3851 - output00_loss: 14.4085 - output01_loss: 20.1609 - output02_loss: 30.0166 - output03_loss: 41.3866 - output04_loss: 35.8423 - output05_loss: 21.9571 - output06_loss: 31.7009 - output07_loss: 33.9195 - output08_loss: 19.8115 - output09_loss: 25.6640 - output10_loss: 21.7035 - output11_loss: 24.1660 - output12_loss: 23.2985 - output13_loss: 32.0374 - output14_loss: 25.6437 - output15_loss: 35.7265 - output16_loss: 22.7128 - output17_loss: 32.9110 - output18_loss: 17.5657 - output19_loss: 14.8208 - output20_loss: 21.8265 - output21_loss: 38.6726 - output22_loss: 26.9300 - output23_loss: 17.5994 - output24_loss: 27.7016 - output25_loss: 32.1207 - output26_loss: 17.4296 - output27_loss: 34.8234 - output28_loss: 29.7262 - output29_loss: 40.1011 - output00_mean_squared_error: 14.4085 - output01_mean_squared_error: 20.1609 - output02_mean_squared_error: 30.0166 - output03_mean_squared_error: 41.3866 - output04_mean_squared_error: 35.8423 - output05_mean_squared_error: 21.9571 - output06_mean_squared_error: 31.7009 - output07_mean_squared_error: 33.9195 - output08_mean_squared_error: 19.8115 - output09_mean_squared_error: 25.6640 - output10_mean_squared_error: 21.7035 - output11_mean_squared_error: 24.1660 - output12_mean_squared_error: 23.2985 - output13_mean_squared_error: 32.0374 - output14_mean_squared_error: 25.6437 - output15_mean_squared_error: 35.7265 - output16_mean_squared_error: 22.7128 - output17_mean_squared_error: 32.9110 - output18_mean_squared_error: 17.5657 - output19_mean_squared_error: 14.8208 - output20_mean_squared_error: 21.8265 - output21_mean_squared_error: 38.6726 - output22_mean_squared_error: 26.9300 - output23_mean_squared_error: 17.5994 - output24_mean_squared_error: 27.7016 - output25_mean_squared_error: 32.1207 - output26_mean_squared_error: 17.4296 - output27_mean_squared_error: 34.8234 - output28_mean_squared_error: 29.7262 - output29_mean_squared_error: 40.1011 Epoch 368/2000 121/121 [==============================] - 0s 1ms/step - loss: 811.7789 - output00_loss: 14.3990 - output01_loss: 20.1431 - output02_loss: 29.9918 - output03_loss: 41.3584 - output04_loss: 35.8259 - output05_loss: 21.9390 - output06_loss: 31.6779 - output07_loss: 33.8827 - output08_loss: 19.7919 - output09_loss: 25.6353 - output10_loss: 21.6925 - output11_loss: 24.1488 - output12_loss: 23.2747 - output13_loss: 32.0237 - output14_loss: 25.6253 - output15_loss: 35.7081 - output16_loss: 22.7019 - output17_loss: 32.8659 - output18_loss: 17.5481 - output19_loss: 14.8134 - output20_loss: 21.8029 - output21_loss: 38.6384 - output22_loss: 26.9129 - output23_loss: 17.5889 - output24_loss: 27.6789 - output25_loss: 32.1014 - output26_loss: 17.4169 - output27_loss: 34.8020 - output28_loss: 29.7098 - output29_loss: 40.0795 - output00_mean_squared_error: 14.3990 - output01_mean_squared_error: 20.1431 - output02_mean_squared_error: 29.9918 - output03_mean_squared_error: 41.3584 - output04_mean_squared_error: 35.8259 - output05_mean_squared_error: 21.9390 - output06_mean_squared_error: 31.6779 - output07_mean_squared_error: 33.8827 - output08_mean_squared_error: 19.7919 - output09_mean_squared_error: 25.6353 - output10_mean_squared_error: 21.6925 - output11_mean_squared_error: 24.1488 - output12_mean_squared_error: 23.2747 - output13_mean_squared_error: 32.0237 - output14_mean_squared_error: 25.6253 - output15_mean_squared_error: 35.7081 - output16_mean_squared_error: 22.7019 - output17_mean_squared_error: 32.8659 - output18_mean_squared_error: 17.5481 - output19_mean_squared_error: 14.8134 - output20_mean_squared_error: 21.8029 - output21_mean_squared_error: 38.6384 - output22_mean_squared_error: 26.9129 - output23_mean_squared_error: 17.5889 - output24_mean_squared_error: 27.6789 - output25_mean_squared_error: 32.1014 - output26_mean_squared_error: 17.4169 - output27_mean_squared_error: 34.8020 - output28_mean_squared_error: 29.7098 - output29_mean_squared_error: 40.0795 Epoch 369/2000 121/121 [==============================] - 0s 1ms/step - loss: 811.1750 - output00_loss: 14.3895 - output01_loss: 20.1254 - output02_loss: 29.9670 - output03_loss: 41.3303 - output04_loss: 35.8095 - output05_loss: 21.9210 - output06_loss: 31.6549 - output07_loss: 33.8460 - output08_loss: 19.7724 - output09_loss: 25.6067 - output10_loss: 21.6815 - output11_loss: 24.1317 - output12_loss: 23.2509 - output13_loss: 32.0101 - output14_loss: 25.6070 - output15_loss: 35.6898 - output16_loss: 22.6910 - output17_loss: 32.8210 - output18_loss: 17.5307 - output19_loss: 14.8062 - output20_loss: 21.7793 - output21_loss: 38.6043 - output22_loss: 26.8959 - output23_loss: 17.5784 - output24_loss: 27.6563 - output25_loss: 32.0822 - output26_loss: 17.4042 - output27_loss: 34.7806 - output28_loss: 29.6935 - output29_loss: 40.0579 - output00_mean_squared_error: 14.3895 - output01_mean_squared_error: 20.1254 - output02_mean_squared_error: 29.9670 - output03_mean_squared_error: 41.3303 - output04_mean_squared_error: 35.8095 - output05_mean_squared_error: 21.9210 - output06_mean_squared_error: 31.6549 - output07_mean_squared_error: 33.8460 - output08_mean_squared_error: 19.7724 - output09_mean_squared_error: 25.6067 - output10_mean_squared_error: 21.6815 - output11_mean_squared_error: 24.1317 - output12_mean_squared_error: 23.2509 - output13_mean_squared_error: 32.0101 - output14_mean_squared_error: 25.6070 - output15_mean_squared_error: 35.6898 - output16_mean_squared_error: 22.6910 - output17_mean_squared_error: 32.8210 - output18_mean_squared_error: 17.5307 - output19_mean_squared_error: 14.8062 - output20_mean_squared_error: 21.7793 - output21_mean_squared_error: 38.6043 - output22_mean_squared_error: 26.8959 - output23_mean_squared_error: 17.5784 - output24_mean_squared_error: 27.6563 - output25_mean_squared_error: 32.0822 - output26_mean_squared_error: 17.4042 - output27_mean_squared_error: 34.7806 - output28_mean_squared_error: 29.6935 - output29_mean_squared_error: 40.0579 Epoch 370/2000 121/121 [==============================] - 0s 1ms/step - loss: 810.5732 - output00_loss: 14.3800 - output01_loss: 20.1077 - output02_loss: 29.9422 - output03_loss: 41.3023 - output04_loss: 35.7932 - output05_loss: 21.9031 - output06_loss: 31.6320 - output07_loss: 33.8095 - output08_loss: 19.7530 - output09_loss: 25.5782 - output10_loss: 21.6705 - output11_loss: 24.1146 - output12_loss: 23.2273 - output13_loss: 31.9965 - output14_loss: 25.5887 - output15_loss: 35.6714 - output16_loss: 22.6802 - output17_loss: 32.7763 - output18_loss: 17.5133 - output19_loss: 14.7989 - output20_loss: 21.7558 - output21_loss: 38.5703 - output22_loss: 26.8789 - output23_loss: 17.5680 - output24_loss: 27.6338 - output25_loss: 32.0631 - output26_loss: 17.3916 - output27_loss: 34.7593 - output28_loss: 29.6772 - output29_loss: 40.0364 - output00_mean_squared_error: 14.3800 - output01_mean_squared_error: 20.1077 - output02_mean_squared_error: 29.9422 - output03_mean_squared_error: 41.3023 - output04_mean_squared_error: 35.7932 - output05_mean_squared_error: 21.9031 - output06_mean_squared_error: 31.6320 - output07_mean_squared_error: 33.8095 - output08_mean_squared_error: 19.7530 - output09_mean_squared_error: 25.5782 - output10_mean_squared_error: 21.6705 - output11_mean_squared_error: 24.1146 - output12_mean_squared_error: 23.2273 - output13_mean_squared_error: 31.9965 - output14_mean_squared_error: 25.5887 - output15_mean_squared_error: 35.6714 - output16_mean_squared_error: 22.6802 - output17_mean_squared_error: 32.7763 - output18_mean_squared_error: 17.5133 - output19_mean_squared_error: 14.7989 - output20_mean_squared_error: 21.7558 - output21_mean_squared_error: 38.5703 - output22_mean_squared_error: 26.8789 - output23_mean_squared_error: 17.5680 - output24_mean_squared_error: 27.6338 - output25_mean_squared_error: 32.0631 - output26_mean_squared_error: 17.3916 - output27_mean_squared_error: 34.7593 - output28_mean_squared_error: 29.6772 - output29_mean_squared_error: 40.0364 Epoch 371/2000 121/121 [==============================] - 0s 982us/step - loss: 809.9733 - output00_loss: 14.3706 - output01_loss: 20.0901 - output02_loss: 29.9176 - output03_loss: 41.2743 - output04_loss: 35.7769 - output05_loss: 21.8852 - output06_loss: 31.6090 - output07_loss: 33.7731 - output08_loss: 19.7337 - output09_loss: 25.5498 - output10_loss: 21.6596 - output11_loss: 24.0976 - output12_loss: 23.2037 - output13_loss: 31.9829 - output14_loss: 25.5705 - output15_loss: 35.6532 - output16_loss: 22.6695 - output17_loss: 32.7318 - output18_loss: 17.4960 - output19_loss: 14.7916 - output20_loss: 21.7323 - output21_loss: 38.5365 - output22_loss: 26.8620 - output23_loss: 17.5576 - output24_loss: 27.6114 - output25_loss: 32.0442 - output26_loss: 17.3791 - output27_loss: 34.7380 - output28_loss: 29.6609 - output29_loss: 40.0148 - output00_mean_squared_error: 14.3706 - output01_mean_squared_error: 20.0901 - output02_mean_squared_error: 29.9176 - output03_mean_squared_error: 41.2743 - output04_mean_squared_error: 35.7769 - output05_mean_squared_error: 21.8852 - output06_mean_squared_error: 31.6090 - output07_mean_squared_error: 33.7731 - output08_mean_squared_error: 19.7337 - output09_mean_squared_error: 25.5498 - output10_mean_squared_error: 21.6596 - output11_mean_squared_error: 24.0976 - output12_mean_squared_error: 23.2037 - output13_mean_squared_error: 31.9829 - output14_mean_squared_error: 25.5705 - output15_mean_squared_error: 35.6532 - output16_mean_squared_error: 22.6695 - output17_mean_squared_error: 32.7318 - output18_mean_squared_error: 17.4960 - output19_mean_squared_error: 14.7916 - output20_mean_squared_error: 21.7323 - output21_mean_squared_error: 38.5365 - output22_mean_squared_error: 26.8620 - output23_mean_squared_error: 17.5576 - output24_mean_squared_error: 27.6114 - output25_mean_squared_error: 32.0442 - output26_mean_squared_error: 17.3791 - output27_mean_squared_error: 34.7380 - output28_mean_squared_error: 29.6609 - output29_mean_squared_error: 40.0148 Epoch 372/2000 121/121 [==============================] - 0s 1ms/step - loss: 809.3755 - output00_loss: 14.3612 - output01_loss: 20.0725 - output02_loss: 29.8930 - output03_loss: 41.2464 - output04_loss: 35.7605 - output05_loss: 21.8675 - output06_loss: 31.5861 - output07_loss: 33.7368 - output08_loss: 19.7144 - output09_loss: 25.5216 - output10_loss: 21.6487 - output11_loss: 24.0807 - output12_loss: 23.1802 - output13_loss: 31.9693 - output14_loss: 25.5523 - output15_loss: 35.6350 - output16_loss: 22.6588 - output17_loss: 32.6875 - output18_loss: 17.4788 - output19_loss: 14.7843 - output20_loss: 21.7089 - output21_loss: 38.5027 - output22_loss: 26.8451 - output23_loss: 17.5473 - output24_loss: 27.5891 - output25_loss: 32.0253 - output26_loss: 17.3666 - output27_loss: 34.7169 - output28_loss: 29.6446 - output29_loss: 39.9932 - output00_mean_squared_error: 14.3612 - output01_mean_squared_error: 20.0725 - output02_mean_squared_error: 29.8930 - output03_mean_squared_error: 41.2464 - output04_mean_squared_error: 35.7605 - output05_mean_squared_error: 21.8675 - output06_mean_squared_error: 31.5861 - output07_mean_squared_error: 33.7368 - output08_mean_squared_error: 19.7144 - output09_mean_squared_error: 25.5216 - output10_mean_squared_error: 21.6487 - output11_mean_squared_error: 24.0807 - output12_mean_squared_error: 23.1802 - output13_mean_squared_error: 31.9693 - output14_mean_squared_error: 25.5523 - output15_mean_squared_error: 35.6350 - output16_mean_squared_error: 22.6588 - output17_mean_squared_error: 32.6875 - output18_mean_squared_error: 17.4788 - output19_mean_squared_error: 14.7843 - output20_mean_squared_error: 21.7089 - output21_mean_squared_error: 38.5027 - output22_mean_squared_error: 26.8451 - output23_mean_squared_error: 17.5473 - output24_mean_squared_error: 27.5891 - output25_mean_squared_error: 32.0253 - output26_mean_squared_error: 17.3666 - output27_mean_squared_error: 34.7169 - output28_mean_squared_error: 29.6446 - output29_mean_squared_error: 39.9932 Epoch 373/2000 121/121 [==============================] - 0s 839us/step - loss: 808.7799 - output00_loss: 14.3519 - output01_loss: 20.0549 - output02_loss: 29.8685 - output03_loss: 41.2186 - output04_loss: 35.7442 - output05_loss: 21.8499 - output06_loss: 31.5632 - output07_loss: 33.7007 - output08_loss: 19.6952 - output09_loss: 25.4935 - output10_loss: 21.6379 - output11_loss: 24.0639 - output12_loss: 23.1568 - output13_loss: 31.9558 - output14_loss: 25.5342 - output15_loss: 35.6168 - output16_loss: 22.6482 - output17_loss: 32.6433 - output18_loss: 17.4617 - output19_loss: 14.7770 - output20_loss: 21.6855 - output21_loss: 38.4692 - output22_loss: 26.8284 - output23_loss: 17.5371 - output24_loss: 27.5669 - output25_loss: 32.0065 - output26_loss: 17.3542 - output27_loss: 34.6958 - output28_loss: 29.6283 - output29_loss: 39.9717 - output00_mean_squared_error: 14.3519 - output01_mean_squared_error: 20.0549 - output02_mean_squared_error: 29.8685 - output03_mean_squared_error: 41.2186 - output04_mean_squared_error: 35.7442 - output05_mean_squared_error: 21.8499 - output06_mean_squared_error: 31.5632 - output07_mean_squared_error: 33.7007 - output08_mean_squared_error: 19.6952 - output09_mean_squared_error: 25.4935 - output10_mean_squared_error: 21.6379 - output11_mean_squared_error: 24.0639 - output12_mean_squared_error: 23.1568 - output13_mean_squared_error: 31.9558 - output14_mean_squared_error: 25.5342 - output15_mean_squared_error: 35.6168 - output16_mean_squared_error: 22.6482 - output17_mean_squared_error: 32.6433 - output18_mean_squared_error: 17.4617 - output19_mean_squared_error: 14.7770 - output20_mean_squared_error: 21.6855 - output21_mean_squared_error: 38.4692 - output22_mean_squared_error: 26.8284 - output23_mean_squared_error: 17.5371 - output24_mean_squared_error: 27.5669 - output25_mean_squared_error: 32.0065 - output26_mean_squared_error: 17.3542 - output27_mean_squared_error: 34.6958 - output28_mean_squared_error: 29.6283 - output29_mean_squared_error: 39.9717 Epoch 374/2000 121/121 [==============================] - 0s 1ms/step - loss: 808.1861 - output00_loss: 14.3426 - output01_loss: 20.0374 - output02_loss: 29.8441 - output03_loss: 41.1909 - output04_loss: 35.7280 - output05_loss: 21.8324 - output06_loss: 31.5403 - output07_loss: 33.6648 - output08_loss: 19.6761 - output09_loss: 25.4655 - output10_loss: 21.6271 - output11_loss: 24.0471 - output12_loss: 23.1335 - output13_loss: 31.9423 - output14_loss: 25.5161 - output15_loss: 35.5986 - output16_loss: 22.6376 - output17_loss: 32.5994 - output18_loss: 17.4447 - output19_loss: 14.7698 - output20_loss: 21.6621 - output21_loss: 38.4357 - output22_loss: 26.8116 - output23_loss: 17.5269 - output24_loss: 27.5447 - output25_loss: 31.9878 - output26_loss: 17.3418 - output27_loss: 34.6748 - output28_loss: 29.6120 - output29_loss: 39.9501 - output00_mean_squared_error: 14.3426 - output01_mean_squared_error: 20.0374 - output02_mean_squared_error: 29.8441 - output03_mean_squared_error: 41.1909 - output04_mean_squared_error: 35.7280 - output05_mean_squared_error: 21.8324 - output06_mean_squared_error: 31.5403 - output07_mean_squared_error: 33.6648 - output08_mean_squared_error: 19.6761 - output09_mean_squared_error: 25.4655 - output10_mean_squared_error: 21.6271 - output11_mean_squared_error: 24.0471 - output12_mean_squared_error: 23.1335 - output13_mean_squared_error: 31.9423 - output14_mean_squared_error: 25.5161 - output15_mean_squared_error: 35.5986 - output16_mean_squared_error: 22.6376 - output17_mean_squared_error: 32.5994 - output18_mean_squared_error: 17.4447 - output19_mean_squared_error: 14.7698 - output20_mean_squared_error: 21.6621 - output21_mean_squared_error: 38.4357 - output22_mean_squared_error: 26.8116 - output23_mean_squared_error: 17.5269 - output24_mean_squared_error: 27.5447 - output25_mean_squared_error: 31.9878 - output26_mean_squared_error: 17.3418 - output27_mean_squared_error: 34.6748 - output28_mean_squared_error: 29.6120 - output29_mean_squared_error: 39.9501 Epoch 375/2000 121/121 [==============================] - 0s 2ms/step - loss: 807.5947 - output00_loss: 14.3334 - output01_loss: 20.0200 - output02_loss: 29.8198 - output03_loss: 41.1633 - output04_loss: 35.7117 - output05_loss: 21.8150 - output06_loss: 31.5175 - output07_loss: 33.6290 - output08_loss: 19.6570 - output09_loss: 25.4376 - output10_loss: 21.6164 - output11_loss: 24.0305 - output12_loss: 23.1103 - output13_loss: 31.9288 - output14_loss: 25.4981 - output15_loss: 35.5805 - output16_loss: 22.6272 - output17_loss: 32.5557 - output18_loss: 17.4278 - output19_loss: 14.7625 - output20_loss: 21.6388 - output21_loss: 38.4023 - output22_loss: 26.7950 - output23_loss: 17.5168 - output24_loss: 27.5227 - output25_loss: 31.9692 - output26_loss: 17.3295 - output27_loss: 34.6539 - output28_loss: 29.5958 - output29_loss: 39.9286 - output00_mean_squared_error: 14.3334 - output01_mean_squared_error: 20.0200 - output02_mean_squared_error: 29.8198 - output03_mean_squared_error: 41.1633 - output04_mean_squared_error: 35.7117 - output05_mean_squared_error: 21.8150 - output06_mean_squared_error: 31.5175 - output07_mean_squared_error: 33.6290 - output08_mean_squared_error: 19.6570 - output09_mean_squared_error: 25.4376 - output10_mean_squared_error: 21.6164 - output11_mean_squared_error: 24.0305 - output12_mean_squared_error: 23.1103 - output13_mean_squared_error: 31.9288 - output14_mean_squared_error: 25.4981 - output15_mean_squared_error: 35.5805 - output16_mean_squared_error: 22.6272 - output17_mean_squared_error: 32.5557 - output18_mean_squared_error: 17.4278 - output19_mean_squared_error: 14.7625 - output20_mean_squared_error: 21.6388 - output21_mean_squared_error: 38.4023 - output22_mean_squared_error: 26.7950 - output23_mean_squared_error: 17.5168 - output24_mean_squared_error: 27.5227 - output25_mean_squared_error: 31.9692 - output26_mean_squared_error: 17.3295 - output27_mean_squared_error: 34.6539 - output28_mean_squared_error: 29.5958 - output29_mean_squared_error: 39.9286 Epoch 376/2000 121/121 [==============================] - 0s 942us/step - loss: 807.0051 - output00_loss: 14.3242 - output01_loss: 20.0026 - output02_loss: 29.7955 - output03_loss: 41.1357 - output04_loss: 35.6954 - output05_loss: 21.7977 - output06_loss: 31.4946 - output07_loss: 33.5933 - output08_loss: 19.6381 - output09_loss: 25.4099 - output10_loss: 21.6058 - output11_loss: 24.0139 - output12_loss: 23.0871 - output13_loss: 31.9153 - output14_loss: 25.4802 - output15_loss: 35.5625 - output16_loss: 22.6167 - output17_loss: 32.5122 - output18_loss: 17.4110 - output19_loss: 14.7553 - output20_loss: 21.6156 - output21_loss: 38.3691 - output22_loss: 26.7784 - output23_loss: 17.5067 - output24_loss: 27.5007 - output25_loss: 31.9507 - output26_loss: 17.3172 - output27_loss: 34.6331 - output28_loss: 29.5796 - output29_loss: 39.9071 - output00_mean_squared_error: 14.3242 - output01_mean_squared_error: 20.0026 - output02_mean_squared_error: 29.7955 - output03_mean_squared_error: 41.1357 - output04_mean_squared_error: 35.6954 - output05_mean_squared_error: 21.7977 - output06_mean_squared_error: 31.4946 - output07_mean_squared_error: 33.5933 - output08_mean_squared_error: 19.6381 - output09_mean_squared_error: 25.4099 - output10_mean_squared_error: 21.6058 - output11_mean_squared_error: 24.0139 - output12_mean_squared_error: 23.0871 - output13_mean_squared_error: 31.9153 - output14_mean_squared_error: 25.4802 - output15_mean_squared_error: 35.5625 - output16_mean_squared_error: 22.6167 - output17_mean_squared_error: 32.5122 - output18_mean_squared_error: 17.4110 - output19_mean_squared_error: 14.7553 - output20_mean_squared_error: 21.6156 - output21_mean_squared_error: 38.3691 - output22_mean_squared_error: 26.7784 - output23_mean_squared_error: 17.5067 - output24_mean_squared_error: 27.5007 - output25_mean_squared_error: 31.9507 - output26_mean_squared_error: 17.3172 - output27_mean_squared_error: 34.6331 - output28_mean_squared_error: 29.5796 - output29_mean_squared_error: 39.9071 Epoch 377/2000 121/121 [==============================] - 0s 1ms/step - loss: 806.4174 - output00_loss: 14.3151 - output01_loss: 19.9852 - output02_loss: 29.7713 - output03_loss: 41.1082 - output04_loss: 35.6791 - output05_loss: 21.7804 - output06_loss: 31.4718 - output07_loss: 33.5578 - output08_loss: 19.6192 - output09_loss: 25.3823 - output10_loss: 21.5952 - output11_loss: 23.9974 - output12_loss: 23.0641 - output13_loss: 31.9018 - output14_loss: 25.4622 - output15_loss: 35.5445 - output16_loss: 22.6064 - output17_loss: 32.4688 - output18_loss: 17.3943 - output19_loss: 14.7480 - output20_loss: 21.5924 - output21_loss: 38.3360 - output22_loss: 26.7618 - output23_loss: 17.4967 - output24_loss: 27.4789 - output25_loss: 31.9323 - output26_loss: 17.3050 - output27_loss: 34.6123 - output28_loss: 29.5633 - output29_loss: 39.8856 - output00_mean_squared_error: 14.3151 - output01_mean_squared_error: 19.9852 - output02_mean_squared_error: 29.7713 - output03_mean_squared_error: 41.1082 - output04_mean_squared_error: 35.6791 - output05_mean_squared_error: 21.7804 - output06_mean_squared_error: 31.4718 - output07_mean_squared_error: 33.5578 - output08_mean_squared_error: 19.6192 - output09_mean_squared_error: 25.3823 - output10_mean_squared_error: 21.5952 - output11_mean_squared_error: 23.9974 - output12_mean_squared_error: 23.0641 - output13_mean_squared_error: 31.9018 - output14_mean_squared_error: 25.4622 - output15_mean_squared_error: 35.5445 - output16_mean_squared_error: 22.6064 - output17_mean_squared_error: 32.4688 - output18_mean_squared_error: 17.3943 - output19_mean_squared_error: 14.7480 - output20_mean_squared_error: 21.5924 - output21_mean_squared_error: 38.3360 - output22_mean_squared_error: 26.7618 - output23_mean_squared_error: 17.4967 - output24_mean_squared_error: 27.4789 - output25_mean_squared_error: 31.9323 - output26_mean_squared_error: 17.3050 - output27_mean_squared_error: 34.6123 - output28_mean_squared_error: 29.5633 - output29_mean_squared_error: 39.8856 Epoch 378/2000 121/121 [==============================] - 0s 2ms/step - loss: 805.8319 - output00_loss: 14.3060 - output01_loss: 19.9679 - output02_loss: 29.7472 - output03_loss: 41.0808 - output04_loss: 35.6629 - output05_loss: 21.7633 - output06_loss: 31.4490 - output07_loss: 33.5224 - output08_loss: 19.6003 - output09_loss: 25.3548 - output10_loss: 21.5846 - output11_loss: 23.9810 - output12_loss: 23.0411 - output13_loss: 31.8884 - output14_loss: 25.4444 - output15_loss: 35.5265 - output16_loss: 22.5961 - output17_loss: 32.4257 - output18_loss: 17.3777 - output19_loss: 14.7408 - output20_loss: 21.5692 - output21_loss: 38.3031 - output22_loss: 26.7453 - output23_loss: 17.4867 - output24_loss: 27.4571 - output25_loss: 31.9140 - output26_loss: 17.2929 - output27_loss: 34.5917 - output28_loss: 29.5471 - output29_loss: 39.8641 - output00_mean_squared_error: 14.3060 - output01_mean_squared_error: 19.9679 - output02_mean_squared_error: 29.7472 - output03_mean_squared_error: 41.0808 - output04_mean_squared_error: 35.6629 - output05_mean_squared_error: 21.7633 - output06_mean_squared_error: 31.4490 - output07_mean_squared_error: 33.5224 - output08_mean_squared_error: 19.6003 - output09_mean_squared_error: 25.3548 - output10_mean_squared_error: 21.5846 - output11_mean_squared_error: 23.9810 - output12_mean_squared_error: 23.0411 - output13_mean_squared_error: 31.8884 - output14_mean_squared_error: 25.4444 - output15_mean_squared_error: 35.5265 - output16_mean_squared_error: 22.5961 - output17_mean_squared_error: 32.4257 - output18_mean_squared_error: 17.3777 - output19_mean_squared_error: 14.7408 - output20_mean_squared_error: 21.5692 - output21_mean_squared_error: 38.3031 - output22_mean_squared_error: 26.7453 - output23_mean_squared_error: 17.4867 - output24_mean_squared_error: 27.4571 - output25_mean_squared_error: 31.9140 - output26_mean_squared_error: 17.2929 - output27_mean_squared_error: 34.5917 - output28_mean_squared_error: 29.5471 - output29_mean_squared_error: 39.8641 Epoch 379/2000 121/121 [==============================] - 0s 1ms/step - loss: 805.2484 - output00_loss: 14.2969 - output01_loss: 19.9506 - output02_loss: 29.7232 - output03_loss: 41.0534 - output04_loss: 35.6467 - output05_loss: 21.7463 - output06_loss: 31.4263 - output07_loss: 33.4871 - output08_loss: 19.5815 - output09_loss: 25.3275 - output10_loss: 21.5741 - output11_loss: 23.9646 - output12_loss: 23.0183 - output13_loss: 31.8750 - output14_loss: 25.4265 - output15_loss: 35.5085 - output16_loss: 22.5858 - output17_loss: 32.3827 - output18_loss: 17.3611 - output19_loss: 14.7336 - output20_loss: 21.5461 - output21_loss: 38.2702 - output22_loss: 26.7289 - output23_loss: 17.4768 - output24_loss: 27.4354 - output25_loss: 31.8958 - output26_loss: 17.2808 - output27_loss: 34.5711 - output28_loss: 29.5310 - output29_loss: 39.8426 - output00_mean_squared_error: 14.2969 - output01_mean_squared_error: 19.9506 - output02_mean_squared_error: 29.7232 - output03_mean_squared_error: 41.0534 - output04_mean_squared_error: 35.6467 - output05_mean_squared_error: 21.7463 - output06_mean_squared_error: 31.4263 - output07_mean_squared_error: 33.4871 - output08_mean_squared_error: 19.5815 - output09_mean_squared_error: 25.3275 - output10_mean_squared_error: 21.5741 - output11_mean_squared_error: 23.9646 - output12_mean_squared_error: 23.0183 - output13_mean_squared_error: 31.8750 - output14_mean_squared_error: 25.4265 - output15_mean_squared_error: 35.5085 - output16_mean_squared_error: 22.5858 - output17_mean_squared_error: 32.3827 - output18_mean_squared_error: 17.3611 - output19_mean_squared_error: 14.7336 - output20_mean_squared_error: 21.5461 - output21_mean_squared_error: 38.2702 - output22_mean_squared_error: 26.7289 - output23_mean_squared_error: 17.4768 - output24_mean_squared_error: 27.4354 - output25_mean_squared_error: 31.8958 - output26_mean_squared_error: 17.2808 - output27_mean_squared_error: 34.5711 - output28_mean_squared_error: 29.5310 - output29_mean_squared_error: 39.8426 Epoch 380/2000 121/121 [==============================] - 0s 2ms/step - loss: 804.6670 - output00_loss: 14.2879 - output01_loss: 19.9334 - output02_loss: 29.6992 - output03_loss: 41.0261 - output04_loss: 35.6305 - output05_loss: 21.7294 - output06_loss: 31.4035 - output07_loss: 33.4520 - output08_loss: 19.5628 - output09_loss: 25.3002 - output10_loss: 21.5636 - output11_loss: 23.9484 - output12_loss: 22.9955 - output13_loss: 31.8616 - output14_loss: 25.4087 - output15_loss: 35.4906 - output16_loss: 22.5757 - output17_loss: 32.3399 - output18_loss: 17.3447 - output19_loss: 14.7264 - output20_loss: 21.5231 - output21_loss: 38.2375 - output22_loss: 26.7126 - output23_loss: 17.4669 - output24_loss: 27.4138 - output25_loss: 31.8776 - output26_loss: 17.2687 - output27_loss: 34.5506 - output28_loss: 29.5148 - output29_loss: 39.8212 - output00_mean_squared_error: 14.2879 - output01_mean_squared_error: 19.9334 - output02_mean_squared_error: 29.6992 - output03_mean_squared_error: 41.0261 - output04_mean_squared_error: 35.6305 - output05_mean_squared_error: 21.7294 - output06_mean_squared_error: 31.4035 - output07_mean_squared_error: 33.4520 - output08_mean_squared_error: 19.5628 - output09_mean_squared_error: 25.3002 - output10_mean_squared_error: 21.5636 - output11_mean_squared_error: 23.9484 - output12_mean_squared_error: 22.9955 - output13_mean_squared_error: 31.8616 - output14_mean_squared_error: 25.4087 - output15_mean_squared_error: 35.4906 - output16_mean_squared_error: 22.5757 - output17_mean_squared_error: 32.3399 - output18_mean_squared_error: 17.3447 - output19_mean_squared_error: 14.7264 - output20_mean_squared_error: 21.5231 - output21_mean_squared_error: 38.2375 - output22_mean_squared_error: 26.7126 - output23_mean_squared_error: 17.4669 - output24_mean_squared_error: 27.4138 - output25_mean_squared_error: 31.8776 - output26_mean_squared_error: 17.2687 - output27_mean_squared_error: 34.5506 - output28_mean_squared_error: 29.5148 - output29_mean_squared_error: 39.8212 Epoch 381/2000 121/121 [==============================] - 0s 951us/step - loss: 804.0873 - output00_loss: 14.2789 - output01_loss: 19.9162 - output02_loss: 29.6753 - output03_loss: 40.9989 - output04_loss: 35.6143 - output05_loss: 21.7126 - output06_loss: 31.3808 - output07_loss: 33.4170 - output08_loss: 19.5442 - output09_loss: 25.2731 - output10_loss: 21.5532 - output11_loss: 23.9322 - output12_loss: 22.9728 - output13_loss: 31.8482 - output14_loss: 25.3910 - output15_loss: 35.4728 - output16_loss: 22.5656 - output17_loss: 32.2974 - output18_loss: 17.3283 - output19_loss: 14.7192 - output20_loss: 21.5000 - output21_loss: 38.2048 - output22_loss: 26.6963 - output23_loss: 17.4571 - output24_loss: 27.3923 - output25_loss: 31.8596 - output26_loss: 17.2567 - output27_loss: 34.5302 - output28_loss: 29.4986 - output29_loss: 39.7997 - output00_mean_squared_error: 14.2789 - output01_mean_squared_error: 19.9162 - output02_mean_squared_error: 29.6753 - output03_mean_squared_error: 40.9989 - output04_mean_squared_error: 35.6143 - output05_mean_squared_error: 21.7126 - output06_mean_squared_error: 31.3808 - output07_mean_squared_error: 33.4170 - output08_mean_squared_error: 19.5442 - output09_mean_squared_error: 25.2731 - output10_mean_squared_error: 21.5532 - output11_mean_squared_error: 23.9322 - output12_mean_squared_error: 22.9728 - output13_mean_squared_error: 31.8482 - output14_mean_squared_error: 25.3910 - output15_mean_squared_error: 35.4728 - output16_mean_squared_error: 22.5656 - output17_mean_squared_error: 32.2974 - output18_mean_squared_error: 17.3283 - output19_mean_squared_error: 14.7192 - output20_mean_squared_error: 21.5000 - output21_mean_squared_error: 38.2048 - output22_mean_squared_error: 26.6963 - output23_mean_squared_error: 17.4571 - output24_mean_squared_error: 27.3923 - output25_mean_squared_error: 31.8596 - output26_mean_squared_error: 17.2567 - output27_mean_squared_error: 34.5302 - output28_mean_squared_error: 29.4986 - output29_mean_squared_error: 39.7997 Epoch 382/2000 121/121 [==============================] - 0s 891us/step - loss: 803.5099 - output00_loss: 14.2700 - output01_loss: 19.8991 - output02_loss: 29.6515 - output03_loss: 40.9718 - output04_loss: 35.5981 - output05_loss: 21.6958 - output06_loss: 31.3581 - output07_loss: 33.3822 - output08_loss: 19.5257 - output09_loss: 25.2461 - output10_loss: 21.5428 - output11_loss: 23.9161 - output12_loss: 22.9502 - output13_loss: 31.8348 - output14_loss: 25.3733 - output15_loss: 35.4550 - output16_loss: 22.5555 - output17_loss: 32.2550 - output18_loss: 17.3121 - output19_loss: 14.7120 - output20_loss: 21.4771 - output21_loss: 38.1724 - output22_loss: 26.6800 - output23_loss: 17.4473 - output24_loss: 27.3709 - output25_loss: 31.8417 - output26_loss: 17.2448 - output27_loss: 34.5098 - output28_loss: 29.4825 - output29_loss: 39.7783 - output00_mean_squared_error: 14.2700 - output01_mean_squared_error: 19.8991 - output02_mean_squared_error: 29.6515 - output03_mean_squared_error: 40.9718 - output04_mean_squared_error: 35.5981 - output05_mean_squared_error: 21.6958 - output06_mean_squared_error: 31.3581 - output07_mean_squared_error: 33.3822 - output08_mean_squared_error: 19.5257 - output09_mean_squared_error: 25.2461 - output10_mean_squared_error: 21.5428 - output11_mean_squared_error: 23.9161 - output12_mean_squared_error: 22.9502 - output13_mean_squared_error: 31.8348 - output14_mean_squared_error: 25.3733 - output15_mean_squared_error: 35.4550 - output16_mean_squared_error: 22.5555 - output17_mean_squared_error: 32.2550 - output18_mean_squared_error: 17.3121 - output19_mean_squared_error: 14.7120 - output20_mean_squared_error: 21.4771 - output21_mean_squared_error: 38.1724 - output22_mean_squared_error: 26.6800 - output23_mean_squared_error: 17.4473 - output24_mean_squared_error: 27.3709 - output25_mean_squared_error: 31.8417 - output26_mean_squared_error: 17.2448 - output27_mean_squared_error: 34.5098 - output28_mean_squared_error: 29.4825 - output29_mean_squared_error: 39.7783 Epoch 383/2000 121/121 [==============================] - 0s 1ms/step - loss: 802.9343 - output00_loss: 14.2611 - output01_loss: 19.8820 - output02_loss: 29.6278 - output03_loss: 40.9448 - output04_loss: 35.5819 - output05_loss: 21.6792 - output06_loss: 31.3354 - output07_loss: 33.3475 - output08_loss: 19.5072 - output09_loss: 25.2193 - output10_loss: 21.5325 - output11_loss: 23.9000 - output12_loss: 22.9276 - output13_loss: 31.8215 - output14_loss: 25.3557 - output15_loss: 35.4372 - output16_loss: 22.5455 - output17_loss: 32.2128 - output18_loss: 17.2959 - output19_loss: 14.7048 - output20_loss: 21.4541 - output21_loss: 38.1400 - output22_loss: 26.6638 - output23_loss: 17.4376 - output24_loss: 27.3496 - output25_loss: 31.8238 - output26_loss: 17.2329 - output27_loss: 34.4896 - output28_loss: 29.4663 - output29_loss: 39.7569 - output00_mean_squared_error: 14.2611 - output01_mean_squared_error: 19.8820 - output02_mean_squared_error: 29.6278 - output03_mean_squared_error: 40.9448 - output04_mean_squared_error: 35.5819 - output05_mean_squared_error: 21.6792 - output06_mean_squared_error: 31.3354 - output07_mean_squared_error: 33.3475 - output08_mean_squared_error: 19.5072 - output09_mean_squared_error: 25.2193 - output10_mean_squared_error: 21.5325 - output11_mean_squared_error: 23.9000 - output12_mean_squared_error: 22.9276 - output13_mean_squared_error: 31.8215 - output14_mean_squared_error: 25.3557 - output15_mean_squared_error: 35.4372 - output16_mean_squared_error: 22.5455 - output17_mean_squared_error: 32.2128 - output18_mean_squared_error: 17.2959 - output19_mean_squared_error: 14.7048 - output20_mean_squared_error: 21.4541 - output21_mean_squared_error: 38.1400 - output22_mean_squared_error: 26.6638 - output23_mean_squared_error: 17.4376 - output24_mean_squared_error: 27.3496 - output25_mean_squared_error: 31.8238 - output26_mean_squared_error: 17.2329 - output27_mean_squared_error: 34.4896 - output28_mean_squared_error: 29.4663 - output29_mean_squared_error: 39.7569 Epoch 384/2000 121/121 [==============================] - 0s 744us/step - loss: 802.3606 - output00_loss: 14.2523 - output01_loss: 19.8650 - output02_loss: 29.6041 - output03_loss: 40.9178 - output04_loss: 35.5657 - output05_loss: 21.6627 - output06_loss: 31.3128 - output07_loss: 33.3129 - output08_loss: 19.4887 - output09_loss: 25.1925 - output10_loss: 21.5222 - output11_loss: 23.8841 - output12_loss: 22.9052 - output13_loss: 31.8082 - output14_loss: 25.3381 - output15_loss: 35.4195 - output16_loss: 22.5356 - output17_loss: 32.1707 - output18_loss: 17.2798 - output19_loss: 14.6976 - output20_loss: 21.4313 - output21_loss: 38.1077 - output22_loss: 26.6477 - output23_loss: 17.4280 - output24_loss: 27.3283 - output25_loss: 31.8060 - output26_loss: 17.2211 - output27_loss: 34.4694 - output28_loss: 29.4502 - output29_loss: 39.7355 - output00_mean_squared_error: 14.2523 - output01_mean_squared_error: 19.8650 - output02_mean_squared_error: 29.6041 - output03_mean_squared_error: 40.9178 - output04_mean_squared_error: 35.5657 - output05_mean_squared_error: 21.6627 - output06_mean_squared_error: 31.3128 - output07_mean_squared_error: 33.3129 - output08_mean_squared_error: 19.4887 - output09_mean_squared_error: 25.1925 - output10_mean_squared_error: 21.5222 - output11_mean_squared_error: 23.8841 - output12_mean_squared_error: 22.9052 - output13_mean_squared_error: 31.8082 - output14_mean_squared_error: 25.3381 - output15_mean_squared_error: 35.4195 - output16_mean_squared_error: 22.5356 - output17_mean_squared_error: 32.1707 - output18_mean_squared_error: 17.2798 - output19_mean_squared_error: 14.6976 - output20_mean_squared_error: 21.4313 - output21_mean_squared_error: 38.1077 - output22_mean_squared_error: 26.6477 - output23_mean_squared_error: 17.4280 - output24_mean_squared_error: 27.3283 - output25_mean_squared_error: 31.8060 - output26_mean_squared_error: 17.2211 - output27_mean_squared_error: 34.4694 - output28_mean_squared_error: 29.4502 - output29_mean_squared_error: 39.7355 Epoch 385/2000 121/121 [==============================] - 0s 770us/step - loss: 801.7890 - output00_loss: 14.2434 - output01_loss: 19.8480 - output02_loss: 29.5805 - output03_loss: 40.8909 - output04_loss: 35.5496 - output05_loss: 21.6462 - output06_loss: 31.2901 - output07_loss: 33.2785 - output08_loss: 19.4704 - output09_loss: 25.1659 - output10_loss: 21.5120 - output11_loss: 23.8682 - output12_loss: 22.8828 - output13_loss: 31.7949 - output14_loss: 25.3206 - output15_loss: 35.4018 - output16_loss: 22.5257 - output17_loss: 32.1289 - output18_loss: 17.2638 - output19_loss: 14.6905 - output20_loss: 21.4084 - output21_loss: 38.0756 - output22_loss: 26.6316 - output23_loss: 17.4183 - output24_loss: 27.3072 - output25_loss: 31.7883 - output26_loss: 17.2093 - output27_loss: 34.4493 - output28_loss: 29.4341 - output29_loss: 39.7141 - output00_mean_squared_error: 14.2434 - output01_mean_squared_error: 19.8480 - output02_mean_squared_error: 29.5805 - output03_mean_squared_error: 40.8909 - output04_mean_squared_error: 35.5496 - output05_mean_squared_error: 21.6462 - output06_mean_squared_error: 31.2901 - output07_mean_squared_error: 33.2785 - output08_mean_squared_error: 19.4704 - output09_mean_squared_error: 25.1659 - output10_mean_squared_error: 21.5120 - output11_mean_squared_error: 23.8682 - output12_mean_squared_error: 22.8828 - output13_mean_squared_error: 31.7949 - output14_mean_squared_error: 25.3206 - output15_mean_squared_error: 35.4018 - output16_mean_squared_error: 22.5257 - output17_mean_squared_error: 32.1289 - output18_mean_squared_error: 17.2638 - output19_mean_squared_error: 14.6905 - output20_mean_squared_error: 21.4084 - output21_mean_squared_error: 38.0756 - output22_mean_squared_error: 26.6316 - output23_mean_squared_error: 17.4183 - output24_mean_squared_error: 27.3072 - output25_mean_squared_error: 31.7883 - output26_mean_squared_error: 17.2093 - output27_mean_squared_error: 34.4493 - output28_mean_squared_error: 29.4341 - output29_mean_squared_error: 39.7141 Epoch 386/2000 121/121 [==============================] - 0s 846us/step - loss: 801.2194 - output00_loss: 14.2347 - output01_loss: 19.8310 - output02_loss: 29.5570 - output03_loss: 40.8640 - output04_loss: 35.5334 - output05_loss: 21.6299 - output06_loss: 31.2675 - output07_loss: 33.2442 - output08_loss: 19.4521 - output09_loss: 25.1394 - output10_loss: 21.5018 - output11_loss: 23.8524 - output12_loss: 22.8606 - output13_loss: 31.7816 - output14_loss: 25.3031 - output15_loss: 35.3841 - output16_loss: 22.5159 - output17_loss: 32.0873 - output18_loss: 17.2479 - output19_loss: 14.6833 - output20_loss: 21.3856 - output21_loss: 38.0436 - output22_loss: 26.6156 - output23_loss: 17.4088 - output24_loss: 27.2861 - output25_loss: 31.7707 - output26_loss: 17.1976 - output27_loss: 34.4293 - output28_loss: 29.4180 - output29_loss: 39.6927 - output00_mean_squared_error: 14.2347 - output01_mean_squared_error: 19.8310 - output02_mean_squared_error: 29.5570 - output03_mean_squared_error: 40.8640 - output04_mean_squared_error: 35.5334 - output05_mean_squared_error: 21.6299 - output06_mean_squared_error: 31.2675 - output07_mean_squared_error: 33.2442 - output08_mean_squared_error: 19.4521 - output09_mean_squared_error: 25.1394 - output10_mean_squared_error: 21.5018 - output11_mean_squared_error: 23.8524 - output12_mean_squared_error: 22.8606 - output13_mean_squared_error: 31.7816 - output14_mean_squared_error: 25.3031 - output15_mean_squared_error: 35.3841 - output16_mean_squared_error: 22.5159 - output17_mean_squared_error: 32.0873 - output18_mean_squared_error: 17.2479 - output19_mean_squared_error: 14.6833 - output20_mean_squared_error: 21.3856 - output21_mean_squared_error: 38.0436 - output22_mean_squared_error: 26.6156 - output23_mean_squared_error: 17.4088 - output24_mean_squared_error: 27.2861 - output25_mean_squared_error: 31.7707 - output26_mean_squared_error: 17.1976 - output27_mean_squared_error: 34.4293 - output28_mean_squared_error: 29.4180 - output29_mean_squared_error: 39.6927 Epoch 387/2000 121/121 [==============================] - 0s 725us/step - loss: 800.6516 - output00_loss: 14.2260 - output01_loss: 19.8141 - output02_loss: 29.5336 - output03_loss: 40.8373 - output04_loss: 35.5173 - output05_loss: 21.6136 - output06_loss: 31.2449 - output07_loss: 33.2100 - output08_loss: 19.4339 - output09_loss: 25.1130 - output10_loss: 21.4917 - output11_loss: 23.8367 - output12_loss: 22.8384 - output13_loss: 31.7684 - output14_loss: 25.2856 - output15_loss: 35.3665 - output16_loss: 22.5062 - output17_loss: 32.0458 - output18_loss: 17.2320 - output19_loss: 14.6762 - output20_loss: 21.3629 - output21_loss: 38.0117 - output22_loss: 26.5997 - output23_loss: 17.3993 - output24_loss: 27.2651 - output25_loss: 31.7532 - output26_loss: 17.1859 - output27_loss: 34.4093 - output28_loss: 29.4020 - output29_loss: 39.6713 - output00_mean_squared_error: 14.2260 - output01_mean_squared_error: 19.8141 - output02_mean_squared_error: 29.5336 - output03_mean_squared_error: 40.8373 - output04_mean_squared_error: 35.5173 - output05_mean_squared_error: 21.6136 - output06_mean_squared_error: 31.2449 - output07_mean_squared_error: 33.2100 - output08_mean_squared_error: 19.4339 - output09_mean_squared_error: 25.1130 - output10_mean_squared_error: 21.4917 - output11_mean_squared_error: 23.8367 - output12_mean_squared_error: 22.8384 - output13_mean_squared_error: 31.7684 - output14_mean_squared_error: 25.2856 - output15_mean_squared_error: 35.3665 - output16_mean_squared_error: 22.5062 - output17_mean_squared_error: 32.0458 - output18_mean_squared_error: 17.2320 - output19_mean_squared_error: 14.6762 - output20_mean_squared_error: 21.3629 - output21_mean_squared_error: 38.0117 - output22_mean_squared_error: 26.5997 - output23_mean_squared_error: 17.3993 - output24_mean_squared_error: 27.2651 - output25_mean_squared_error: 31.7532 - output26_mean_squared_error: 17.1859 - output27_mean_squared_error: 34.4093 - output28_mean_squared_error: 29.4020 - output29_mean_squared_error: 39.6713 Epoch 388/2000 121/121 [==============================] - 0s 475us/step - loss: 800.0858 - output00_loss: 14.2173 - output01_loss: 19.7973 - output02_loss: 29.5102 - output03_loss: 40.8106 - output04_loss: 35.5012 - output05_loss: 21.5974 - output06_loss: 31.2224 - output07_loss: 33.1760 - output08_loss: 19.4157 - output09_loss: 25.0868 - output10_loss: 21.4816 - output11_loss: 23.8211 - output12_loss: 22.8163 - output13_loss: 31.7552 - output14_loss: 25.2682 - output15_loss: 35.3489 - output16_loss: 22.4965 - output17_loss: 32.0046 - output18_loss: 17.2163 - output19_loss: 14.6690 - output20_loss: 21.3402 - output21_loss: 37.9799 - output22_loss: 26.5838 - output23_loss: 17.3898 - output24_loss: 27.2442 - output25_loss: 31.7358 - output26_loss: 17.1743 - output27_loss: 34.3894 - output28_loss: 29.3859 - output29_loss: 39.6500 - output00_mean_squared_error: 14.2173 - output01_mean_squared_error: 19.7973 - output02_mean_squared_error: 29.5102 - output03_mean_squared_error: 40.8106 - output04_mean_squared_error: 35.5012 - output05_mean_squared_error: 21.5974 - output06_mean_squared_error: 31.2224 - output07_mean_squared_error: 33.1760 - output08_mean_squared_error: 19.4157 - output09_mean_squared_error: 25.0868 - output10_mean_squared_error: 21.4816 - output11_mean_squared_error: 23.8211 - output12_mean_squared_error: 22.8163 - output13_mean_squared_error: 31.7552 - output14_mean_squared_error: 25.2682 - output15_mean_squared_error: 35.3489 - output16_mean_squared_error: 22.4965 - output17_mean_squared_error: 32.0046 - output18_mean_squared_error: 17.2163 - output19_mean_squared_error: 14.6690 - output20_mean_squared_error: 21.3402 - output21_mean_squared_error: 37.9799 - output22_mean_squared_error: 26.5838 - output23_mean_squared_error: 17.3898 - output24_mean_squared_error: 27.2442 - output25_mean_squared_error: 31.7358 - output26_mean_squared_error: 17.1743 - output27_mean_squared_error: 34.3894 - output28_mean_squared_error: 29.3859 - output29_mean_squared_error: 39.6500 Epoch 389/2000 121/121 [==============================] - 0s 1ms/step - loss: 799.5221 - output00_loss: 14.2086 - output01_loss: 19.7805 - output02_loss: 29.4869 - output03_loss: 40.7840 - output04_loss: 35.4851 - output05_loss: 21.5813 - output06_loss: 31.1998 - output07_loss: 33.1421 - output08_loss: 19.3976 - output09_loss: 25.0606 - output10_loss: 21.4716 - output11_loss: 23.8055 - output12_loss: 22.7942 - output13_loss: 31.7420 - output14_loss: 25.2508 - output15_loss: 35.3314 - output16_loss: 22.4868 - output17_loss: 31.9635 - output18_loss: 17.2007 - output19_loss: 14.6619 - output20_loss: 21.3176 - output21_loss: 37.9482 - output22_loss: 26.5680 - output23_loss: 17.3804 - output24_loss: 27.2234 - output25_loss: 31.7185 - output26_loss: 17.1627 - output27_loss: 34.3696 - output28_loss: 29.3699 - output29_loss: 39.6286 - output00_mean_squared_error: 14.2086 - output01_mean_squared_error: 19.7805 - output02_mean_squared_error: 29.4869 - output03_mean_squared_error: 40.7840 - output04_mean_squared_error: 35.4851 - output05_mean_squared_error: 21.5813 - output06_mean_squared_error: 31.1998 - output07_mean_squared_error: 33.1421 - output08_mean_squared_error: 19.3976 - output09_mean_squared_error: 25.0606 - output10_mean_squared_error: 21.4716 - output11_mean_squared_error: 23.8055 - output12_mean_squared_error: 22.7942 - output13_mean_squared_error: 31.7420 - output14_mean_squared_error: 25.2508 - output15_mean_squared_error: 35.3314 - output16_mean_squared_error: 22.4868 - output17_mean_squared_error: 31.9635 - output18_mean_squared_error: 17.2007 - output19_mean_squared_error: 14.6619 - output20_mean_squared_error: 21.3176 - output21_mean_squared_error: 37.9482 - output22_mean_squared_error: 26.5680 - output23_mean_squared_error: 17.3804 - output24_mean_squared_error: 27.2234 - output25_mean_squared_error: 31.7185 - output26_mean_squared_error: 17.1627 - output27_mean_squared_error: 34.3696 - output28_mean_squared_error: 29.3699 - output29_mean_squared_error: 39.6286 Epoch 390/2000 121/121 [==============================] - 0s 1ms/step - loss: 798.9599 - output00_loss: 14.2000 - output01_loss: 19.7637 - output02_loss: 29.4637 - output03_loss: 40.7575 - output04_loss: 35.4690 - output05_loss: 21.5654 - output06_loss: 31.1773 - output07_loss: 33.1084 - output08_loss: 19.3796 - output09_loss: 25.0346 - output10_loss: 21.4616 - output11_loss: 23.7900 - output12_loss: 22.7723 - output13_loss: 31.7288 - output14_loss: 25.2335 - output15_loss: 35.3139 - output16_loss: 22.4772 - output17_loss: 31.9226 - output18_loss: 17.1851 - output19_loss: 14.6548 - output20_loss: 21.2949 - output21_loss: 37.9167 - output22_loss: 26.5522 - output23_loss: 17.3711 - output24_loss: 27.2026 - output25_loss: 31.7012 - output26_loss: 17.1512 - output27_loss: 34.3499 - output28_loss: 29.3539 - output29_loss: 39.6073 - output00_mean_squared_error: 14.2000 - output01_mean_squared_error: 19.7637 - output02_mean_squared_error: 29.4637 - output03_mean_squared_error: 40.7575 - output04_mean_squared_error: 35.4690 - output05_mean_squared_error: 21.5654 - output06_mean_squared_error: 31.1773 - output07_mean_squared_error: 33.1084 - output08_mean_squared_error: 19.3796 - output09_mean_squared_error: 25.0346 - output10_mean_squared_error: 21.4616 - output11_mean_squared_error: 23.7900 - output12_mean_squared_error: 22.7723 - output13_mean_squared_error: 31.7288 - output14_mean_squared_error: 25.2335 - output15_mean_squared_error: 35.3139 - output16_mean_squared_error: 22.4772 - output17_mean_squared_error: 31.9226 - output18_mean_squared_error: 17.1851 - output19_mean_squared_error: 14.6548 - output20_mean_squared_error: 21.2949 - output21_mean_squared_error: 37.9167 - output22_mean_squared_error: 26.5522 - output23_mean_squared_error: 17.3711 - output24_mean_squared_error: 27.2026 - output25_mean_squared_error: 31.7012 - output26_mean_squared_error: 17.1512 - output27_mean_squared_error: 34.3499 - output28_mean_squared_error: 29.3539 - output29_mean_squared_error: 39.6073 Epoch 391/2000 121/121 [==============================] - 0s 1ms/step - loss: 798.4000 - output00_loss: 14.1915 - output01_loss: 19.7470 - output02_loss: 29.4406 - output03_loss: 40.7310 - output04_loss: 35.4529 - output05_loss: 21.5495 - output06_loss: 31.1548 - output07_loss: 33.0747 - output08_loss: 19.3617 - output09_loss: 25.0087 - output10_loss: 21.4516 - output11_loss: 23.7746 - output12_loss: 22.7504 - output13_loss: 31.7156 - output14_loss: 25.2163 - output15_loss: 35.2964 - output16_loss: 22.4677 - output17_loss: 31.8818 - output18_loss: 17.1696 - output19_loss: 14.6477 - output20_loss: 21.2724 - output21_loss: 37.8852 - output22_loss: 26.5365 - output23_loss: 17.3618 - output24_loss: 27.1820 - output25_loss: 31.6841 - output26_loss: 17.1397 - output27_loss: 34.3303 - output28_loss: 29.3378 - output29_loss: 39.5860 - output00_mean_squared_error: 14.1915 - output01_mean_squared_error: 19.7470 - output02_mean_squared_error: 29.4406 - output03_mean_squared_error: 40.7310 - output04_mean_squared_error: 35.4529 - output05_mean_squared_error: 21.5495 - output06_mean_squared_error: 31.1548 - output07_mean_squared_error: 33.0747 - output08_mean_squared_error: 19.3617 - output09_mean_squared_error: 25.0087 - output10_mean_squared_error: 21.4516 - output11_mean_squared_error: 23.7746 - output12_mean_squared_error: 22.7504 - output13_mean_squared_error: 31.7156 - output14_mean_squared_error: 25.2163 - output15_mean_squared_error: 35.2964 - output16_mean_squared_error: 22.4677 - output17_mean_squared_error: 31.8818 - output18_mean_squared_error: 17.1696 - output19_mean_squared_error: 14.6477 - output20_mean_squared_error: 21.2724 - output21_mean_squared_error: 37.8852 - output22_mean_squared_error: 26.5365 - output23_mean_squared_error: 17.3618 - output24_mean_squared_error: 27.1820 - output25_mean_squared_error: 31.6841 - output26_mean_squared_error: 17.1397 - output27_mean_squared_error: 34.3303 - output28_mean_squared_error: 29.3378 - output29_mean_squared_error: 39.5860 Epoch 392/2000 121/121 [==============================] - 0s 771us/step - loss: 797.8418 - output00_loss: 14.1830 - output01_loss: 19.7303 - output02_loss: 29.4175 - output03_loss: 40.7046 - output04_loss: 35.4369 - output05_loss: 21.5337 - output06_loss: 31.1324 - output07_loss: 33.0412 - output08_loss: 19.3438 - output09_loss: 24.9829 - output10_loss: 21.4417 - output11_loss: 23.7593 - output12_loss: 22.7287 - output13_loss: 31.7025 - output14_loss: 25.1990 - output15_loss: 35.2790 - output16_loss: 22.4583 - output17_loss: 31.8413 - output18_loss: 17.1542 - output19_loss: 14.6406 - output20_loss: 21.2499 - output21_loss: 37.8539 - output22_loss: 26.5208 - output23_loss: 17.3525 - output24_loss: 27.1614 - output25_loss: 31.6670 - output26_loss: 17.1283 - output27_loss: 34.3107 - output28_loss: 29.3219 - output29_loss: 39.5647 - output00_mean_squared_error: 14.1830 - output01_mean_squared_error: 19.7303 - output02_mean_squared_error: 29.4175 - output03_mean_squared_error: 40.7046 - output04_mean_squared_error: 35.4369 - output05_mean_squared_error: 21.5337 - output06_mean_squared_error: 31.1324 - output07_mean_squared_error: 33.0412 - output08_mean_squared_error: 19.3438 - output09_mean_squared_error: 24.9829 - output10_mean_squared_error: 21.4417 - output11_mean_squared_error: 23.7593 - output12_mean_squared_error: 22.7287 - output13_mean_squared_error: 31.7025 - output14_mean_squared_error: 25.1990 - output15_mean_squared_error: 35.2790 - output16_mean_squared_error: 22.4583 - output17_mean_squared_error: 31.8413 - output18_mean_squared_error: 17.1542 - output19_mean_squared_error: 14.6406 - output20_mean_squared_error: 21.2499 - output21_mean_squared_error: 37.8539 - output22_mean_squared_error: 26.5208 - output23_mean_squared_error: 17.3525 - output24_mean_squared_error: 27.1614 - output25_mean_squared_error: 31.6670 - output26_mean_squared_error: 17.1283 - output27_mean_squared_error: 34.3107 - output28_mean_squared_error: 29.3219 - output29_mean_squared_error: 39.5647 Epoch 393/2000 121/121 [==============================] - 0s 1ms/step - loss: 797.2856 - output00_loss: 14.1745 - output01_loss: 19.7137 - output02_loss: 29.3945 - output03_loss: 40.6783 - output04_loss: 35.4208 - output05_loss: 21.5179 - output06_loss: 31.1099 - output07_loss: 33.0079 - output08_loss: 19.3260 - output09_loss: 24.9572 - output10_loss: 21.4319 - output11_loss: 23.7440 - output12_loss: 22.7070 - output13_loss: 31.6894 - output14_loss: 25.1819 - output15_loss: 35.2616 - output16_loss: 22.4489 - output17_loss: 31.8009 - output18_loss: 17.1389 - output19_loss: 14.6335 - output20_loss: 21.2274 - output21_loss: 37.8227 - output22_loss: 26.5052 - output23_loss: 17.3433 - output24_loss: 27.1409 - output25_loss: 31.6500 - output26_loss: 17.1170 - output27_loss: 34.2912 - output28_loss: 29.3059 - output29_loss: 39.5434 - output00_mean_squared_error: 14.1745 - output01_mean_squared_error: 19.7137 - output02_mean_squared_error: 29.3945 - output03_mean_squared_error: 40.6783 - output04_mean_squared_error: 35.4208 - output05_mean_squared_error: 21.5179 - output06_mean_squared_error: 31.1099 - output07_mean_squared_error: 33.0079 - output08_mean_squared_error: 19.3260 - output09_mean_squared_error: 24.9572 - output10_mean_squared_error: 21.4319 - output11_mean_squared_error: 23.7440 - output12_mean_squared_error: 22.7070 - output13_mean_squared_error: 31.6894 - output14_mean_squared_error: 25.1819 - output15_mean_squared_error: 35.2616 - output16_mean_squared_error: 22.4489 - output17_mean_squared_error: 31.8009 - output18_mean_squared_error: 17.1389 - output19_mean_squared_error: 14.6335 - output20_mean_squared_error: 21.2274 - output21_mean_squared_error: 37.8227 - output22_mean_squared_error: 26.5052 - output23_mean_squared_error: 17.3433 - output24_mean_squared_error: 27.1409 - output25_mean_squared_error: 31.6500 - output26_mean_squared_error: 17.1170 - output27_mean_squared_error: 34.2912 - output28_mean_squared_error: 29.3059 - output29_mean_squared_error: 39.5434 Epoch 394/2000 121/121 [==============================] - 0s 644us/step - loss: 796.7312 - output00_loss: 14.1660 - output01_loss: 19.6971 - output02_loss: 29.3716 - output03_loss: 40.6521 - output04_loss: 35.4048 - output05_loss: 21.5023 - output06_loss: 31.0875 - output07_loss: 32.9747 - output08_loss: 19.3082 - output09_loss: 24.9317 - output10_loss: 21.4221 - output11_loss: 23.7288 - output12_loss: 22.6854 - output13_loss: 31.6763 - output14_loss: 25.1647 - output15_loss: 35.2443 - output16_loss: 22.4395 - output17_loss: 31.7607 - output18_loss: 17.1237 - output19_loss: 14.6264 - output20_loss: 21.2050 - output21_loss: 37.7916 - output22_loss: 26.4897 - output23_loss: 17.3341 - output24_loss: 27.1205 - output25_loss: 31.6331 - output26_loss: 17.1056 - output27_loss: 34.2718 - output28_loss: 29.2899 - output29_loss: 39.5221 - output00_mean_squared_error: 14.1660 - output01_mean_squared_error: 19.6971 - output02_mean_squared_error: 29.3716 - output03_mean_squared_error: 40.6521 - output04_mean_squared_error: 35.4048 - output05_mean_squared_error: 21.5023 - output06_mean_squared_error: 31.0875 - output07_mean_squared_error: 32.9747 - output08_mean_squared_error: 19.3082 - output09_mean_squared_error: 24.9317 - output10_mean_squared_error: 21.4221 - output11_mean_squared_error: 23.7288 - output12_mean_squared_error: 22.6854 - output13_mean_squared_error: 31.6763 - output14_mean_squared_error: 25.1647 - output15_mean_squared_error: 35.2443 - output16_mean_squared_error: 22.4395 - output17_mean_squared_error: 31.7607 - output18_mean_squared_error: 17.1237 - output19_mean_squared_error: 14.6264 - output20_mean_squared_error: 21.2050 - output21_mean_squared_error: 37.7916 - output22_mean_squared_error: 26.4897 - output23_mean_squared_error: 17.3341 - output24_mean_squared_error: 27.1205 - output25_mean_squared_error: 31.6331 - output26_mean_squared_error: 17.1056 - output27_mean_squared_error: 34.2718 - output28_mean_squared_error: 29.2899 - output29_mean_squared_error: 39.5221 Epoch 395/2000 121/121 [==============================] - 0s 807us/step - loss: 796.1789 - output00_loss: 14.1576 - output01_loss: 19.6805 - output02_loss: 29.3487 - output03_loss: 40.6259 - output04_loss: 35.3888 - output05_loss: 21.4868 - output06_loss: 31.0651 - output07_loss: 32.9416 - output08_loss: 19.2905 - output09_loss: 24.9062 - output10_loss: 21.4123 - output11_loss: 23.7137 - output12_loss: 22.6638 - output13_loss: 31.6632 - output14_loss: 25.1476 - output15_loss: 35.2270 - output16_loss: 22.4302 - output17_loss: 31.7207 - output18_loss: 17.1085 - output19_loss: 14.6193 - output20_loss: 21.1826 - output21_loss: 37.7607 - output22_loss: 26.4742 - output23_loss: 17.3250 - output24_loss: 27.1002 - output25_loss: 31.6163 - output26_loss: 17.0944 - output27_loss: 34.2525 - output28_loss: 29.2740 - output29_loss: 39.5009 - output00_mean_squared_error: 14.1576 - output01_mean_squared_error: 19.6805 - output02_mean_squared_error: 29.3487 - output03_mean_squared_error: 40.6259 - output04_mean_squared_error: 35.3888 - output05_mean_squared_error: 21.4868 - output06_mean_squared_error: 31.0651 - output07_mean_squared_error: 32.9416 - output08_mean_squared_error: 19.2905 - output09_mean_squared_error: 24.9062 - output10_mean_squared_error: 21.4123 - output11_mean_squared_error: 23.7137 - output12_mean_squared_error: 22.6638 - output13_mean_squared_error: 31.6632 - output14_mean_squared_error: 25.1476 - output15_mean_squared_error: 35.2270 - output16_mean_squared_error: 22.4302 - output17_mean_squared_error: 31.7207 - output18_mean_squared_error: 17.1085 - output19_mean_squared_error: 14.6193 - output20_mean_squared_error: 21.1826 - output21_mean_squared_error: 37.7607 - output22_mean_squared_error: 26.4742 - output23_mean_squared_error: 17.3250 - output24_mean_squared_error: 27.1002 - output25_mean_squared_error: 31.6163 - output26_mean_squared_error: 17.0944 - output27_mean_squared_error: 34.2525 - output28_mean_squared_error: 29.2740 - output29_mean_squared_error: 39.5009 Epoch 396/2000 121/121 [==============================] - 0s 979us/step - loss: 795.6282 - output00_loss: 14.1493 - output01_loss: 19.6640 - output02_loss: 29.3260 - output03_loss: 40.5998 - output04_loss: 35.3728 - output05_loss: 21.4713 - output06_loss: 31.0427 - output07_loss: 32.9086 - output08_loss: 19.2729 - output09_loss: 24.8809 - output10_loss: 21.4026 - output11_loss: 23.6986 - output12_loss: 22.6424 - output13_loss: 31.6501 - output14_loss: 25.1306 - output15_loss: 35.2098 - output16_loss: 22.4210 - output17_loss: 31.6809 - output18_loss: 17.0935 - output19_loss: 14.6122 - output20_loss: 21.1603 - output21_loss: 37.7298 - output22_loss: 26.4588 - output23_loss: 17.3160 - output24_loss: 27.0799 - output25_loss: 31.5995 - output26_loss: 17.0832 - output27_loss: 34.2332 - output28_loss: 29.2580 - output29_loss: 39.4796 - output00_mean_squared_error: 14.1493 - output01_mean_squared_error: 19.6640 - output02_mean_squared_error: 29.3260 - output03_mean_squared_error: 40.5998 - output04_mean_squared_error: 35.3728 - output05_mean_squared_error: 21.4713 - output06_mean_squared_error: 31.0427 - output07_mean_squared_error: 32.9086 - output08_mean_squared_error: 19.2729 - output09_mean_squared_error: 24.8809 - output10_mean_squared_error: 21.4026 - output11_mean_squared_error: 23.6986 - output12_mean_squared_error: 22.6424 - output13_mean_squared_error: 31.6501 - output14_mean_squared_error: 25.1306 - output15_mean_squared_error: 35.2098 - output16_mean_squared_error: 22.4210 - output17_mean_squared_error: 31.6809 - output18_mean_squared_error: 17.0935 - output19_mean_squared_error: 14.6122 - output20_mean_squared_error: 21.1603 - output21_mean_squared_error: 37.7298 - output22_mean_squared_error: 26.4588 - output23_mean_squared_error: 17.3160 - output24_mean_squared_error: 27.0799 - output25_mean_squared_error: 31.5995 - output26_mean_squared_error: 17.0832 - output27_mean_squared_error: 34.2332 - output28_mean_squared_error: 29.2580 - output29_mean_squared_error: 39.4796 Epoch 397/2000 121/121 [==============================] - 0s 925us/step - loss: 795.0797 - output00_loss: 14.1410 - output01_loss: 19.6476 - output02_loss: 29.3033 - output03_loss: 40.5738 - output04_loss: 35.3568 - output05_loss: 21.4560 - output06_loss: 31.0203 - output07_loss: 32.8758 - output08_loss: 19.2553 - output09_loss: 24.8557 - output10_loss: 21.3929 - output11_loss: 23.6837 - output12_loss: 22.6210 - output13_loss: 31.6371 - output14_loss: 25.1136 - output15_loss: 35.1925 - output16_loss: 22.4118 - output17_loss: 31.6413 - output18_loss: 17.0785 - output19_loss: 14.6052 - output20_loss: 21.1380 - output21_loss: 37.6991 - output22_loss: 26.4434 - output23_loss: 17.3070 - output24_loss: 27.0598 - output25_loss: 31.5829 - output26_loss: 17.0720 - output27_loss: 34.2140 - output28_loss: 29.2421 - output29_loss: 39.4584 - output00_mean_squared_error: 14.1410 - output01_mean_squared_error: 19.6476 - output02_mean_squared_error: 29.3033 - output03_mean_squared_error: 40.5738 - output04_mean_squared_error: 35.3568 - output05_mean_squared_error: 21.4560 - output06_mean_squared_error: 31.0203 - output07_mean_squared_error: 32.8758 - output08_mean_squared_error: 19.2553 - output09_mean_squared_error: 24.8557 - output10_mean_squared_error: 21.3929 - output11_mean_squared_error: 23.6837 - output12_mean_squared_error: 22.6210 - output13_mean_squared_error: 31.6371 - output14_mean_squared_error: 25.1136 - output15_mean_squared_error: 35.1925 - output16_mean_squared_error: 22.4118 - output17_mean_squared_error: 31.6413 - output18_mean_squared_error: 17.0785 - output19_mean_squared_error: 14.6052 - output20_mean_squared_error: 21.1380 - output21_mean_squared_error: 37.6991 - output22_mean_squared_error: 26.4434 - output23_mean_squared_error: 17.3070 - output24_mean_squared_error: 27.0598 - output25_mean_squared_error: 31.5829 - output26_mean_squared_error: 17.0720 - output27_mean_squared_error: 34.2140 - output28_mean_squared_error: 29.2421 - output29_mean_squared_error: 39.4584 Epoch 398/2000 121/121 [==============================] - 0s 883us/step - loss: 794.5327 - output00_loss: 14.1327 - output01_loss: 19.6312 - output02_loss: 29.2806 - output03_loss: 40.5478 - output04_loss: 35.3408 - output05_loss: 21.4407 - output06_loss: 30.9980 - output07_loss: 32.8430 - output08_loss: 19.2378 - output09_loss: 24.8306 - output10_loss: 21.3832 - output11_loss: 23.6688 - output12_loss: 22.5997 - output13_loss: 31.6241 - output14_loss: 25.0967 - output15_loss: 35.1754 - output16_loss: 22.4026 - output17_loss: 31.6018 - output18_loss: 17.0636 - output19_loss: 14.5981 - output20_loss: 21.1157 - output21_loss: 37.6684 - output22_loss: 26.4281 - output23_loss: 17.2980 - output24_loss: 27.0397 - output25_loss: 31.5663 - output26_loss: 17.0609 - output27_loss: 34.1949 - output28_loss: 29.2262 - output29_loss: 39.4372 - output00_mean_squared_error: 14.1327 - output01_mean_squared_error: 19.6312 - output02_mean_squared_error: 29.2806 - output03_mean_squared_error: 40.5478 - output04_mean_squared_error: 35.3408 - output05_mean_squared_error: 21.4407 - output06_mean_squared_error: 30.9980 - output07_mean_squared_error: 32.8430 - output08_mean_squared_error: 19.2378 - output09_mean_squared_error: 24.8306 - output10_mean_squared_error: 21.3832 - output11_mean_squared_error: 23.6688 - output12_mean_squared_error: 22.5997 - output13_mean_squared_error: 31.6241 - output14_mean_squared_error: 25.0967 - output15_mean_squared_error: 35.1754 - output16_mean_squared_error: 22.4026 - output17_mean_squared_error: 31.6018 - output18_mean_squared_error: 17.0636 - output19_mean_squared_error: 14.5981 - output20_mean_squared_error: 21.1157 - output21_mean_squared_error: 37.6684 - output22_mean_squared_error: 26.4281 - output23_mean_squared_error: 17.2980 - output24_mean_squared_error: 27.0397 - output25_mean_squared_error: 31.5663 - output26_mean_squared_error: 17.0609 - output27_mean_squared_error: 34.1949 - output28_mean_squared_error: 29.2262 - output29_mean_squared_error: 39.4372 Epoch 399/2000 121/121 [==============================] - 0s 700us/step - loss: 793.9877 - output00_loss: 14.1244 - output01_loss: 19.6148 - output02_loss: 29.2581 - output03_loss: 40.5219 - output04_loss: 35.3249 - output05_loss: 21.4255 - output06_loss: 30.9757 - output07_loss: 32.8105 - output08_loss: 19.2204 - output09_loss: 24.8056 - output10_loss: 21.3736 - output11_loss: 23.6539 - output12_loss: 22.5785 - output13_loss: 31.6111 - output14_loss: 25.0797 - output15_loss: 35.1582 - output16_loss: 22.3936 - output17_loss: 31.5625 - output18_loss: 17.0488 - output19_loss: 14.5911 - output20_loss: 21.0935 - output21_loss: 37.6379 - output22_loss: 26.4128 - output23_loss: 17.2891 - output24_loss: 27.0197 - output25_loss: 31.5498 - output26_loss: 17.0498 - output27_loss: 34.1759 - output28_loss: 29.2103 - output29_loss: 39.4160 - output00_mean_squared_error: 14.1244 - output01_mean_squared_error: 19.6148 - output02_mean_squared_error: 29.2581 - output03_mean_squared_error: 40.5219 - output04_mean_squared_error: 35.3249 - output05_mean_squared_error: 21.4255 - output06_mean_squared_error: 30.9757 - output07_mean_squared_error: 32.8105 - output08_mean_squared_error: 19.2204 - output09_mean_squared_error: 24.8056 - output10_mean_squared_error: 21.3736 - output11_mean_squared_error: 23.6539 - output12_mean_squared_error: 22.5785 - output13_mean_squared_error: 31.6111 - output14_mean_squared_error: 25.0797 - output15_mean_squared_error: 35.1582 - output16_mean_squared_error: 22.3936 - output17_mean_squared_error: 31.5625 - output18_mean_squared_error: 17.0488 - output19_mean_squared_error: 14.5911 - output20_mean_squared_error: 21.0935 - output21_mean_squared_error: 37.6379 - output22_mean_squared_error: 26.4128 - output23_mean_squared_error: 17.2891 - output24_mean_squared_error: 27.0197 - output25_mean_squared_error: 31.5498 - output26_mean_squared_error: 17.0498 - output27_mean_squared_error: 34.1759 - output28_mean_squared_error: 29.2103 - output29_mean_squared_error: 39.4160 Epoch 400/2000 121/121 [==============================] - 0s 1ms/step - loss: 793.4446 - output00_loss: 14.1162 - output01_loss: 19.5985 - output02_loss: 29.2356 - output03_loss: 40.4961 - output04_loss: 35.3089 - output05_loss: 21.4104 - output06_loss: 30.9534 - output07_loss: 32.7780 - output08_loss: 19.2030 - output09_loss: 24.7807 - output10_loss: 21.3641 - output11_loss: 23.6392 - output12_loss: 22.5574 - output13_loss: 31.5981 - output14_loss: 25.0629 - output15_loss: 35.1411 - output16_loss: 22.3845 - output17_loss: 31.5234 - output18_loss: 17.0340 - output19_loss: 14.5840 - output20_loss: 21.0714 - output21_loss: 37.6075 - output22_loss: 26.3976 - output23_loss: 17.2802 - output24_loss: 26.9998 - output25_loss: 31.5334 - output26_loss: 17.0388 - output27_loss: 34.1569 - output28_loss: 29.1945 - output29_loss: 39.3948 - output00_mean_squared_error: 14.1162 - output01_mean_squared_error: 19.5985 - output02_mean_squared_error: 29.2356 - output03_mean_squared_error: 40.4961 - output04_mean_squared_error: 35.3089 - output05_mean_squared_error: 21.4104 - output06_mean_squared_error: 30.9534 - output07_mean_squared_error: 32.7780 - output08_mean_squared_error: 19.2030 - output09_mean_squared_error: 24.7807 - output10_mean_squared_error: 21.3641 - output11_mean_squared_error: 23.6392 - output12_mean_squared_error: 22.5574 - output13_mean_squared_error: 31.5981 - output14_mean_squared_error: 25.0629 - output15_mean_squared_error: 35.1411 - output16_mean_squared_error: 22.3845 - output17_mean_squared_error: 31.5234 - output18_mean_squared_error: 17.0340 - output19_mean_squared_error: 14.5840 - output20_mean_squared_error: 21.0714 - output21_mean_squared_error: 37.6075 - output22_mean_squared_error: 26.3976 - output23_mean_squared_error: 17.2802 - output24_mean_squared_error: 26.9998 - output25_mean_squared_error: 31.5334 - output26_mean_squared_error: 17.0388 - output27_mean_squared_error: 34.1569 - output28_mean_squared_error: 29.1945 - output29_mean_squared_error: 39.3948 Epoch 401/2000 121/121 [==============================] - 0s 1ms/step - loss: 792.9034 - output00_loss: 14.1081 - output01_loss: 19.5822 - output02_loss: 29.2132 - output03_loss: 40.4704 - output04_loss: 35.2930 - output05_loss: 21.3954 - output06_loss: 30.9312 - output07_loss: 32.7457 - output08_loss: 19.1857 - output09_loss: 24.7560 - output10_loss: 21.3546 - output11_loss: 23.6245 - output12_loss: 22.5364 - output13_loss: 31.5852 - output14_loss: 25.0460 - output15_loss: 35.1241 - output16_loss: 22.3756 - output17_loss: 31.4844 - output18_loss: 17.0194 - output19_loss: 14.5770 - output20_loss: 21.0493 - output21_loss: 37.5772 - output22_loss: 26.3825 - output23_loss: 17.2714 - output24_loss: 26.9799 - output25_loss: 31.5171 - output26_loss: 17.0278 - output27_loss: 34.1380 - output28_loss: 29.1786 - output29_loss: 39.3736 - output00_mean_squared_error: 14.1081 - output01_mean_squared_error: 19.5822 - output02_mean_squared_error: 29.2132 - output03_mean_squared_error: 40.4704 - output04_mean_squared_error: 35.2930 - output05_mean_squared_error: 21.3954 - output06_mean_squared_error: 30.9312 - output07_mean_squared_error: 32.7457 - output08_mean_squared_error: 19.1857 - output09_mean_squared_error: 24.7560 - output10_mean_squared_error: 21.3546 - output11_mean_squared_error: 23.6245 - output12_mean_squared_error: 22.5364 - output13_mean_squared_error: 31.5852 - output14_mean_squared_error: 25.0460 - output15_mean_squared_error: 35.1241 - output16_mean_squared_error: 22.3756 - output17_mean_squared_error: 31.4844 - output18_mean_squared_error: 17.0194 - output19_mean_squared_error: 14.5770 - output20_mean_squared_error: 21.0493 - output21_mean_squared_error: 37.5772 - output22_mean_squared_error: 26.3825 - output23_mean_squared_error: 17.2714 - output24_mean_squared_error: 26.9799 - output25_mean_squared_error: 31.5171 - output26_mean_squared_error: 17.0278 - output27_mean_squared_error: 34.1380 - output28_mean_squared_error: 29.1786 - output29_mean_squared_error: 39.3736 Epoch 402/2000 121/121 [==============================] - 0s 996us/step - loss: 792.3639 - output00_loss: 14.0999 - output01_loss: 19.5660 - output02_loss: 29.1908 - output03_loss: 40.4447 - output04_loss: 35.2771 - output05_loss: 21.3804 - output06_loss: 30.9089 - output07_loss: 32.7135 - output08_loss: 19.1684 - output09_loss: 24.7313 - output10_loss: 21.3451 - output11_loss: 23.6099 - output12_loss: 22.5154 - output13_loss: 31.5723 - output14_loss: 25.0293 - output15_loss: 35.1070 - output16_loss: 22.3667 - output17_loss: 31.4457 - output18_loss: 17.0048 - output19_loss: 14.5700 - output20_loss: 21.0272 - output21_loss: 37.5471 - output22_loss: 26.3674 - output23_loss: 17.2626 - output24_loss: 26.9602 - output25_loss: 31.5008 - output26_loss: 17.0169 - output27_loss: 34.1192 - output28_loss: 29.1628 - output29_loss: 39.3525 - output00_mean_squared_error: 14.0999 - output01_mean_squared_error: 19.5660 - output02_mean_squared_error: 29.1908 - output03_mean_squared_error: 40.4447 - output04_mean_squared_error: 35.2771 - output05_mean_squared_error: 21.3804 - output06_mean_squared_error: 30.9089 - output07_mean_squared_error: 32.7135 - output08_mean_squared_error: 19.1684 - output09_mean_squared_error: 24.7313 - output10_mean_squared_error: 21.3451 - output11_mean_squared_error: 23.6099 - output12_mean_squared_error: 22.5154 - output13_mean_squared_error: 31.5723 - output14_mean_squared_error: 25.0293 - output15_mean_squared_error: 35.1070 - output16_mean_squared_error: 22.3667 - output17_mean_squared_error: 31.4457 - output18_mean_squared_error: 17.0048 - output19_mean_squared_error: 14.5700 - output20_mean_squared_error: 21.0272 - output21_mean_squared_error: 37.5471 - output22_mean_squared_error: 26.3674 - output23_mean_squared_error: 17.2626 - output24_mean_squared_error: 26.9602 - output25_mean_squared_error: 31.5008 - output26_mean_squared_error: 17.0169 - output27_mean_squared_error: 34.1192 - output28_mean_squared_error: 29.1628 - output29_mean_squared_error: 39.3525 Epoch 403/2000 121/121 [==============================] - 0s 675us/step - loss: 791.8263 - output00_loss: 14.0918 - output01_loss: 19.5498 - output02_loss: 29.1686 - output03_loss: 40.4191 - output04_loss: 35.2611 - output05_loss: 21.3656 - output06_loss: 30.8867 - output07_loss: 32.6814 - output08_loss: 19.1513 - output09_loss: 24.7068 - output10_loss: 21.3357 - output11_loss: 23.5953 - output12_loss: 22.4945 - output13_loss: 31.5594 - output14_loss: 25.0125 - output15_loss: 35.0901 - output16_loss: 22.3578 - output17_loss: 31.4071 - output18_loss: 16.9903 - output19_loss: 14.5630 - output20_loss: 21.0052 - output21_loss: 37.5170 - output22_loss: 26.3523 - output23_loss: 17.2539 - output24_loss: 26.9405 - output25_loss: 31.4847 - output26_loss: 17.0060 - output27_loss: 34.1004 - output28_loss: 29.1470 - output29_loss: 39.3313 - output00_mean_squared_error: 14.0918 - output01_mean_squared_error: 19.5498 - output02_mean_squared_error: 29.1686 - output03_mean_squared_error: 40.4191 - output04_mean_squared_error: 35.2611 - output05_mean_squared_error: 21.3656 - output06_mean_squared_error: 30.8867 - output07_mean_squared_error: 32.6814 - output08_mean_squared_error: 19.1513 - output09_mean_squared_error: 24.7068 - output10_mean_squared_error: 21.3357 - output11_mean_squared_error: 23.5953 - output12_mean_squared_error: 22.4945 - output13_mean_squared_error: 31.5594 - output14_mean_squared_error: 25.0125 - output15_mean_squared_error: 35.0901 - output16_mean_squared_error: 22.3578 - output17_mean_squared_error: 31.4071 - output18_mean_squared_error: 16.9903 - output19_mean_squared_error: 14.5630 - output20_mean_squared_error: 21.0052 - output21_mean_squared_error: 37.5170 - output22_mean_squared_error: 26.3523 - output23_mean_squared_error: 17.2539 - output24_mean_squared_error: 26.9405 - output25_mean_squared_error: 31.4847 - output26_mean_squared_error: 17.0060 - output27_mean_squared_error: 34.1004 - output28_mean_squared_error: 29.1470 - output29_mean_squared_error: 39.3313 Epoch 404/2000 121/121 [==============================] - 0s 537us/step - loss: 791.2903 - output00_loss: 14.0838 - output01_loss: 19.5337 - output02_loss: 29.1463 - output03_loss: 40.3936 - output04_loss: 35.2452 - output05_loss: 21.3508 - output06_loss: 30.8645 - output07_loss: 32.6495 - output08_loss: 19.1341 - output09_loss: 24.6824 - output10_loss: 21.3263 - output11_loss: 23.5809 - output12_loss: 22.4737 - output13_loss: 31.5465 - output14_loss: 24.9958 - output15_loss: 35.0731 - output16_loss: 22.3490 - output17_loss: 31.3686 - output18_loss: 16.9759 - output19_loss: 14.5560 - output20_loss: 20.9832 - output21_loss: 37.4870 - output22_loss: 26.3373 - output23_loss: 17.2452 - output24_loss: 26.9209 - output25_loss: 31.4686 - output26_loss: 16.9952 - output27_loss: 34.0818 - output28_loss: 29.1312 - output29_loss: 39.3102 - output00_mean_squared_error: 14.0838 - output01_mean_squared_error: 19.5337 - output02_mean_squared_error: 29.1463 - output03_mean_squared_error: 40.3936 - output04_mean_squared_error: 35.2452 - output05_mean_squared_error: 21.3508 - output06_mean_squared_error: 30.8645 - output07_mean_squared_error: 32.6495 - output08_mean_squared_error: 19.1341 - output09_mean_squared_error: 24.6824 - output10_mean_squared_error: 21.3263 - output11_mean_squared_error: 23.5809 - output12_mean_squared_error: 22.4737 - output13_mean_squared_error: 31.5465 - output14_mean_squared_error: 24.9958 - output15_mean_squared_error: 35.0731 - output16_mean_squared_error: 22.3490 - output17_mean_squared_error: 31.3686 - output18_mean_squared_error: 16.9759 - output19_mean_squared_error: 14.5560 - output20_mean_squared_error: 20.9832 - output21_mean_squared_error: 37.4870 - output22_mean_squared_error: 26.3373 - output23_mean_squared_error: 17.2452 - output24_mean_squared_error: 26.9209 - output25_mean_squared_error: 31.4686 - output26_mean_squared_error: 16.9952 - output27_mean_squared_error: 34.0818 - output28_mean_squared_error: 29.1312 - output29_mean_squared_error: 39.3102 Epoch 405/2000 121/121 [==============================] - 0s 785us/step - loss: 790.7563 - output00_loss: 14.0758 - output01_loss: 19.5176 - output02_loss: 29.1242 - output03_loss: 40.3681 - output04_loss: 35.2294 - output05_loss: 21.3361 - output06_loss: 30.8424 - output07_loss: 32.6177 - output08_loss: 19.1171 - output09_loss: 24.6581 - output10_loss: 21.3169 - output11_loss: 23.5665 - output12_loss: 22.4530 - output13_loss: 31.5336 - output14_loss: 24.9792 - output15_loss: 35.0562 - output16_loss: 22.3402 - output17_loss: 31.3304 - output18_loss: 16.9615 - output19_loss: 14.5490 - output20_loss: 20.9613 - output21_loss: 37.4572 - output22_loss: 26.3224 - output23_loss: 17.2366 - output24_loss: 26.9014 - output25_loss: 31.4526 - output26_loss: 16.9844 - output27_loss: 34.0632 - output28_loss: 29.1154 - output29_loss: 39.2891 - output00_mean_squared_error: 14.0758 - output01_mean_squared_error: 19.5176 - output02_mean_squared_error: 29.1242 - output03_mean_squared_error: 40.3681 - output04_mean_squared_error: 35.2294 - output05_mean_squared_error: 21.3361 - output06_mean_squared_error: 30.8424 - output07_mean_squared_error: 32.6177 - output08_mean_squared_error: 19.1171 - output09_mean_squared_error: 24.6581 - output10_mean_squared_error: 21.3169 - output11_mean_squared_error: 23.5665 - output12_mean_squared_error: 22.4530 - output13_mean_squared_error: 31.5336 - output14_mean_squared_error: 24.9792 - output15_mean_squared_error: 35.0562 - output16_mean_squared_error: 22.3402 - output17_mean_squared_error: 31.3304 - output18_mean_squared_error: 16.9615 - output19_mean_squared_error: 14.5490 - output20_mean_squared_error: 20.9613 - output21_mean_squared_error: 37.4572 - output22_mean_squared_error: 26.3224 - output23_mean_squared_error: 17.2366 - output24_mean_squared_error: 26.9014 - output25_mean_squared_error: 31.4526 - output26_mean_squared_error: 16.9844 - output27_mean_squared_error: 34.0632 - output28_mean_squared_error: 29.1154 - output29_mean_squared_error: 39.2891 Epoch 406/2000 121/121 [==============================] - 0s 1ms/step - loss: 790.2242 - output00_loss: 14.0678 - output01_loss: 19.5015 - output02_loss: 29.1022 - output03_loss: 40.3428 - output04_loss: 35.2135 - output05_loss: 21.3215 - output06_loss: 30.8203 - output07_loss: 32.5860 - output08_loss: 19.1001 - output09_loss: 24.6339 - output10_loss: 21.3076 - output11_loss: 23.5521 - output12_loss: 22.4323 - output13_loss: 31.5208 - output14_loss: 24.9626 - output15_loss: 35.0393 - output16_loss: 22.3315 - output17_loss: 31.2923 - output18_loss: 16.9473 - output19_loss: 14.5420 - output20_loss: 20.9394 - output21_loss: 37.4275 - output22_loss: 26.3075 - output23_loss: 17.2280 - output24_loss: 26.8819 - output25_loss: 31.4366 - output26_loss: 16.9737 - output27_loss: 34.0446 - output28_loss: 29.0996 - output29_loss: 39.2680 - output00_mean_squared_error: 14.0678 - output01_mean_squared_error: 19.5015 - output02_mean_squared_error: 29.1022 - output03_mean_squared_error: 40.3428 - output04_mean_squared_error: 35.2135 - output05_mean_squared_error: 21.3215 - output06_mean_squared_error: 30.8203 - output07_mean_squared_error: 32.5860 - output08_mean_squared_error: 19.1001 - output09_mean_squared_error: 24.6339 - output10_mean_squared_error: 21.3076 - output11_mean_squared_error: 23.5521 - output12_mean_squared_error: 22.4323 - output13_mean_squared_error: 31.5208 - output14_mean_squared_error: 24.9626 - output15_mean_squared_error: 35.0393 - output16_mean_squared_error: 22.3315 - output17_mean_squared_error: 31.2923 - output18_mean_squared_error: 16.9473 - output19_mean_squared_error: 14.5420 - output20_mean_squared_error: 20.9394 - output21_mean_squared_error: 37.4275 - output22_mean_squared_error: 26.3075 - output23_mean_squared_error: 17.2280 - output24_mean_squared_error: 26.8819 - output25_mean_squared_error: 31.4366 - output26_mean_squared_error: 16.9737 - output27_mean_squared_error: 34.0446 - output28_mean_squared_error: 29.0996 - output29_mean_squared_error: 39.2680 Epoch 407/2000 121/121 [==============================] - 0s 1ms/step - loss: 789.6938 - output00_loss: 14.0598 - output01_loss: 19.4855 - output02_loss: 29.0802 - output03_loss: 40.3174 - output04_loss: 35.1977 - output05_loss: 21.3070 - output06_loss: 30.7981 - output07_loss: 32.5544 - output08_loss: 19.0831 - output09_loss: 24.6098 - output10_loss: 21.2984 - output11_loss: 23.5379 - output12_loss: 22.4117 - output13_loss: 31.5080 - output14_loss: 24.9460 - output15_loss: 35.0225 - output16_loss: 22.3229 - output17_loss: 31.2544 - output18_loss: 16.9331 - output19_loss: 14.5350 - output20_loss: 20.9176 - output21_loss: 37.3979 - output22_loss: 26.2927 - output23_loss: 17.2194 - output24_loss: 26.8626 - output25_loss: 31.4208 - output26_loss: 16.9630 - output27_loss: 34.0262 - output28_loss: 29.0838 - output29_loss: 39.2469 - output00_mean_squared_error: 14.0598 - output01_mean_squared_error: 19.4855 - output02_mean_squared_error: 29.0802 - output03_mean_squared_error: 40.3174 - output04_mean_squared_error: 35.1977 - output05_mean_squared_error: 21.3070 - output06_mean_squared_error: 30.7981 - output07_mean_squared_error: 32.5544 - output08_mean_squared_error: 19.0831 - output09_mean_squared_error: 24.6098 - output10_mean_squared_error: 21.2984 - output11_mean_squared_error: 23.5379 - output12_mean_squared_error: 22.4117 - output13_mean_squared_error: 31.5080 - output14_mean_squared_error: 24.9460 - output15_mean_squared_error: 35.0225 - output16_mean_squared_error: 22.3229 - output17_mean_squared_error: 31.2544 - output18_mean_squared_error: 16.9331 - output19_mean_squared_error: 14.5350 - output20_mean_squared_error: 20.9176 - output21_mean_squared_error: 37.3979 - output22_mean_squared_error: 26.2927 - output23_mean_squared_error: 17.2194 - output24_mean_squared_error: 26.8626 - output25_mean_squared_error: 31.4208 - output26_mean_squared_error: 16.9630 - output27_mean_squared_error: 34.0262 - output28_mean_squared_error: 29.0838 - output29_mean_squared_error: 39.2469 Epoch 408/2000 121/121 [==============================] - 0s 1ms/step - loss: 789.1652 - output00_loss: 14.0519 - output01_loss: 19.4695 - output02_loss: 29.0582 - output03_loss: 40.2922 - output04_loss: 35.1818 - output05_loss: 21.2926 - output06_loss: 30.7761 - output07_loss: 32.5229 - output08_loss: 19.0663 - output09_loss: 24.5858 - output10_loss: 21.2892 - output11_loss: 23.5237 - output12_loss: 22.3912 - output13_loss: 31.4952 - output14_loss: 24.9295 - output15_loss: 35.0057 - output16_loss: 22.3143 - output17_loss: 31.2166 - output18_loss: 16.9190 - output19_loss: 14.5281 - output20_loss: 20.8958 - output21_loss: 37.3683 - output22_loss: 26.2779 - output23_loss: 17.2109 - output24_loss: 26.8433 - output25_loss: 31.4050 - output26_loss: 16.9524 - output27_loss: 34.0078 - output28_loss: 29.0681 - output29_loss: 39.2259 - output00_mean_squared_error: 14.0519 - output01_mean_squared_error: 19.4695 - output02_mean_squared_error: 29.0582 - output03_mean_squared_error: 40.2922 - output04_mean_squared_error: 35.1818 - output05_mean_squared_error: 21.2926 - output06_mean_squared_error: 30.7761 - output07_mean_squared_error: 32.5229 - output08_mean_squared_error: 19.0663 - output09_mean_squared_error: 24.5858 - output10_mean_squared_error: 21.2892 - output11_mean_squared_error: 23.5237 - output12_mean_squared_error: 22.3912 - output13_mean_squared_error: 31.4952 - output14_mean_squared_error: 24.9295 - output15_mean_squared_error: 35.0057 - output16_mean_squared_error: 22.3143 - output17_mean_squared_error: 31.2166 - output18_mean_squared_error: 16.9190 - output19_mean_squared_error: 14.5281 - output20_mean_squared_error: 20.8958 - output21_mean_squared_error: 37.3683 - output22_mean_squared_error: 26.2779 - output23_mean_squared_error: 17.2109 - output24_mean_squared_error: 26.8433 - output25_mean_squared_error: 31.4050 - output26_mean_squared_error: 16.9524 - output27_mean_squared_error: 34.0078 - output28_mean_squared_error: 29.0681 - output29_mean_squared_error: 39.2259 Epoch 409/2000 121/121 [==============================] - 0s 596us/step - loss: 788.6383 - output00_loss: 14.0441 - output01_loss: 19.4536 - output02_loss: 29.0364 - output03_loss: 40.2670 - output04_loss: 35.1660 - output05_loss: 21.2782 - output06_loss: 30.7540 - output07_loss: 32.4916 - output08_loss: 19.0494 - output09_loss: 24.5619 - output10_loss: 21.2800 - output11_loss: 23.5095 - output12_loss: 22.3708 - output13_loss: 31.4824 - output14_loss: 24.9130 - output15_loss: 34.9890 - output16_loss: 22.3057 - output17_loss: 31.1790 - output18_loss: 16.9050 - output19_loss: 14.5211 - output20_loss: 20.8740 - output21_loss: 37.3389 - output22_loss: 26.2632 - output23_loss: 17.2025 - output24_loss: 26.8241 - output25_loss: 31.3893 - output26_loss: 16.9418 - output27_loss: 33.9895 - output28_loss: 29.0524 - output29_loss: 39.2048 - output00_mean_squared_error: 14.0441 - output01_mean_squared_error: 19.4536 - output02_mean_squared_error: 29.0364 - output03_mean_squared_error: 40.2670 - output04_mean_squared_error: 35.1660 - output05_mean_squared_error: 21.2782 - output06_mean_squared_error: 30.7540 - output07_mean_squared_error: 32.4916 - output08_mean_squared_error: 19.0494 - output09_mean_squared_error: 24.5619 - output10_mean_squared_error: 21.2800 - output11_mean_squared_error: 23.5095 - output12_mean_squared_error: 22.3708 - output13_mean_squared_error: 31.4824 - output14_mean_squared_error: 24.9130 - output15_mean_squared_error: 34.9890 - output16_mean_squared_error: 22.3057 - output17_mean_squared_error: 31.1790 - output18_mean_squared_error: 16.9050 - output19_mean_squared_error: 14.5211 - output20_mean_squared_error: 20.8740 - output21_mean_squared_error: 37.3389 - output22_mean_squared_error: 26.2632 - output23_mean_squared_error: 17.2025 - output24_mean_squared_error: 26.8241 - output25_mean_squared_error: 31.3893 - output26_mean_squared_error: 16.9418 - output27_mean_squared_error: 33.9895 - output28_mean_squared_error: 29.0524 - output29_mean_squared_error: 39.2048 Epoch 410/2000 121/121 [==============================] - 0s 1ms/step - loss: 788.1133 - output00_loss: 14.0363 - output01_loss: 19.4377 - output02_loss: 29.0146 - output03_loss: 40.2419 - output04_loss: 35.1502 - output05_loss: 21.2639 - output06_loss: 30.7320 - output07_loss: 32.4604 - output08_loss: 19.0327 - output09_loss: 24.5382 - output10_loss: 21.2709 - output11_loss: 23.4955 - output12_loss: 22.3504 - output13_loss: 31.4696 - output14_loss: 24.8965 - output15_loss: 34.9723 - output16_loss: 22.2972 - output17_loss: 31.1416 - output18_loss: 16.8910 - output19_loss: 14.5142 - output20_loss: 20.8523 - output21_loss: 37.3097 - output22_loss: 26.2486 - output23_loss: 17.1941 - output24_loss: 26.8049 - output25_loss: 31.3737 - output26_loss: 16.9312 - output27_loss: 33.9712 - output28_loss: 29.0367 - output29_loss: 39.1838 - output00_mean_squared_error: 14.0363 - output01_mean_squared_error: 19.4377 - output02_mean_squared_error: 29.0146 - output03_mean_squared_error: 40.2419 - output04_mean_squared_error: 35.1502 - output05_mean_squared_error: 21.2639 - output06_mean_squared_error: 30.7320 - output07_mean_squared_error: 32.4604 - output08_mean_squared_error: 19.0327 - output09_mean_squared_error: 24.5382 - output10_mean_squared_error: 21.2709 - output11_mean_squared_error: 23.4955 - output12_mean_squared_error: 22.3504 - output13_mean_squared_error: 31.4696 - output14_mean_squared_error: 24.8965 - output15_mean_squared_error: 34.9723 - output16_mean_squared_error: 22.2972 - output17_mean_squared_error: 31.1416 - output18_mean_squared_error: 16.8910 - output19_mean_squared_error: 14.5142 - output20_mean_squared_error: 20.8523 - output21_mean_squared_error: 37.3097 - output22_mean_squared_error: 26.2486 - output23_mean_squared_error: 17.1941 - output24_mean_squared_error: 26.8049 - output25_mean_squared_error: 31.3737 - output26_mean_squared_error: 16.9312 - output27_mean_squared_error: 33.9712 - output28_mean_squared_error: 29.0367 - output29_mean_squared_error: 39.1838 Epoch 411/2000 121/121 [==============================] - 0s 1ms/step - loss: 787.5898 - output00_loss: 14.0285 - output01_loss: 19.4219 - output02_loss: 28.9929 - output03_loss: 40.2169 - output04_loss: 35.1344 - output05_loss: 21.2497 - output06_loss: 30.7099 - output07_loss: 32.4293 - output08_loss: 19.0160 - output09_loss: 24.5145 - output10_loss: 21.2618 - output11_loss: 23.4815 - output12_loss: 22.3302 - output13_loss: 31.4569 - output14_loss: 24.8801 - output15_loss: 34.9556 - output16_loss: 22.2888 - output17_loss: 31.1044 - output18_loss: 16.8771 - output19_loss: 14.5072 - output20_loss: 20.8307 - output21_loss: 37.2805 - output22_loss: 26.2340 - output23_loss: 17.1857 - output24_loss: 26.7859 - output25_loss: 31.3582 - output26_loss: 16.9207 - output27_loss: 33.9531 - output28_loss: 29.0210 - output29_loss: 39.1627 - output00_mean_squared_error: 14.0285 - output01_mean_squared_error: 19.4219 - output02_mean_squared_error: 28.9929 - output03_mean_squared_error: 40.2169 - output04_mean_squared_error: 35.1344 - output05_mean_squared_error: 21.2497 - output06_mean_squared_error: 30.7099 - output07_mean_squared_error: 32.4293 - output08_mean_squared_error: 19.0160 - output09_mean_squared_error: 24.5145 - output10_mean_squared_error: 21.2618 - output11_mean_squared_error: 23.4815 - output12_mean_squared_error: 22.3302 - output13_mean_squared_error: 31.4569 - output14_mean_squared_error: 24.8801 - output15_mean_squared_error: 34.9556 - output16_mean_squared_error: 22.2888 - output17_mean_squared_error: 31.1044 - output18_mean_squared_error: 16.8771 - output19_mean_squared_error: 14.5072 - output20_mean_squared_error: 20.8307 - output21_mean_squared_error: 37.2805 - output22_mean_squared_error: 26.2340 - output23_mean_squared_error: 17.1857 - output24_mean_squared_error: 26.7859 - output25_mean_squared_error: 31.3582 - output26_mean_squared_error: 16.9207 - output27_mean_squared_error: 33.9531 - output28_mean_squared_error: 29.0210 - output29_mean_squared_error: 39.1627 Epoch 412/2000 121/121 [==============================] - 0s 453us/step - loss: 787.0684 - output00_loss: 14.0207 - output01_loss: 19.4061 - output02_loss: 28.9713 - output03_loss: 40.1919 - output04_loss: 35.1186 - output05_loss: 21.2356 - output06_loss: 30.6880 - output07_loss: 32.3984 - output08_loss: 18.9993 - output09_loss: 24.4910 - output10_loss: 21.2527 - output11_loss: 23.4676 - output12_loss: 22.3100 - output13_loss: 31.4442 - output14_loss: 24.8638 - output15_loss: 34.9390 - output16_loss: 22.2804 - output17_loss: 31.0673 - output18_loss: 16.8633 - output19_loss: 14.5003 - output20_loss: 20.8091 - output21_loss: 37.2514 - output22_loss: 26.2194 - output23_loss: 17.1774 - output24_loss: 26.7669 - output25_loss: 31.3427 - output26_loss: 16.9103 - output27_loss: 33.9350 - output28_loss: 29.0053 - output29_loss: 39.1417 - output00_mean_squared_error: 14.0207 - output01_mean_squared_error: 19.4061 - output02_mean_squared_error: 28.9713 - output03_mean_squared_error: 40.1919 - output04_mean_squared_error: 35.1186 - output05_mean_squared_error: 21.2356 - output06_mean_squared_error: 30.6880 - output07_mean_squared_error: 32.3984 - output08_mean_squared_error: 18.9993 - output09_mean_squared_error: 24.4910 - output10_mean_squared_error: 21.2527 - output11_mean_squared_error: 23.4676 - output12_mean_squared_error: 22.3100 - output13_mean_squared_error: 31.4442 - output14_mean_squared_error: 24.8638 - output15_mean_squared_error: 34.9390 - output16_mean_squared_error: 22.2804 - output17_mean_squared_error: 31.0673 - output18_mean_squared_error: 16.8633 - output19_mean_squared_error: 14.5003 - output20_mean_squared_error: 20.8091 - output21_mean_squared_error: 37.2514 - output22_mean_squared_error: 26.2194 - output23_mean_squared_error: 17.1774 - output24_mean_squared_error: 26.7669 - output25_mean_squared_error: 31.3427 - output26_mean_squared_error: 16.9103 - output27_mean_squared_error: 33.9350 - output28_mean_squared_error: 29.0053 - output29_mean_squared_error: 39.1417 Epoch 413/2000 121/121 [==============================] - 0s 635us/step - loss: 786.5487 - output00_loss: 14.0130 - output01_loss: 19.3903 - output02_loss: 28.9497 - output03_loss: 40.1670 - output04_loss: 35.1028 - output05_loss: 21.2215 - output06_loss: 30.6660 - output07_loss: 32.3675 - output08_loss: 18.9828 - output09_loss: 24.4676 - output10_loss: 21.2437 - output11_loss: 23.4537 - output12_loss: 22.2899 - output13_loss: 31.4315 - output14_loss: 24.8475 - output15_loss: 34.9224 - output16_loss: 22.2720 - output17_loss: 31.0304 - output18_loss: 16.8496 - output19_loss: 14.4934 - output20_loss: 20.7875 - output21_loss: 37.2224 - output22_loss: 26.2049 - output23_loss: 17.1691 - output24_loss: 26.7480 - output25_loss: 31.3273 - output26_loss: 16.8999 - output27_loss: 33.9169 - output28_loss: 28.9897 - output29_loss: 39.1208 - output00_mean_squared_error: 14.0130 - output01_mean_squared_error: 19.3903 - output02_mean_squared_error: 28.9497 - output03_mean_squared_error: 40.1670 - output04_mean_squared_error: 35.1028 - output05_mean_squared_error: 21.2215 - output06_mean_squared_error: 30.6660 - output07_mean_squared_error: 32.3675 - output08_mean_squared_error: 18.9828 - output09_mean_squared_error: 24.4676 - output10_mean_squared_error: 21.2437 - output11_mean_squared_error: 23.4537 - output12_mean_squared_error: 22.2899 - output13_mean_squared_error: 31.4315 - output14_mean_squared_error: 24.8475 - output15_mean_squared_error: 34.9224 - output16_mean_squared_error: 22.2720 - output17_mean_squared_error: 31.0304 - output18_mean_squared_error: 16.8496 - output19_mean_squared_error: 14.4934 - output20_mean_squared_error: 20.7875 - output21_mean_squared_error: 37.2224 - output22_mean_squared_error: 26.2049 - output23_mean_squared_error: 17.1691 - output24_mean_squared_error: 26.7480 - output25_mean_squared_error: 31.3273 - output26_mean_squared_error: 16.8999 - output27_mean_squared_error: 33.9169 - output28_mean_squared_error: 28.9897 - output29_mean_squared_error: 39.1208 Epoch 414/2000 121/121 [==============================] - 0s 525us/step - loss: 786.0307 - output00_loss: 14.0053 - output01_loss: 19.3746 - output02_loss: 28.9282 - output03_loss: 40.1422 - output04_loss: 35.0871 - output05_loss: 21.2076 - output06_loss: 30.6441 - output07_loss: 32.3368 - output08_loss: 18.9663 - output09_loss: 24.4442 - output10_loss: 21.2347 - output11_loss: 23.4399 - output12_loss: 22.2698 - output13_loss: 31.4188 - output14_loss: 24.8312 - output15_loss: 34.9058 - output16_loss: 22.2637 - output17_loss: 30.9936 - output18_loss: 16.8359 - output19_loss: 14.4865 - output20_loss: 20.7660 - output21_loss: 37.1936 - output22_loss: 26.1905 - output23_loss: 17.1609 - output24_loss: 26.7291 - output25_loss: 31.3120 - output26_loss: 16.8895 - output27_loss: 33.8990 - output28_loss: 28.9740 - output29_loss: 39.0998 - output00_mean_squared_error: 14.0053 - output01_mean_squared_error: 19.3746 - output02_mean_squared_error: 28.9282 - output03_mean_squared_error: 40.1422 - output04_mean_squared_error: 35.0871 - output05_mean_squared_error: 21.2076 - output06_mean_squared_error: 30.6441 - output07_mean_squared_error: 32.3368 - output08_mean_squared_error: 18.9663 - output09_mean_squared_error: 24.4442 - output10_mean_squared_error: 21.2347 - output11_mean_squared_error: 23.4399 - output12_mean_squared_error: 22.2698 - output13_mean_squared_error: 31.4188 - output14_mean_squared_error: 24.8312 - output15_mean_squared_error: 34.9058 - output16_mean_squared_error: 22.2637 - output17_mean_squared_error: 30.9936 - output18_mean_squared_error: 16.8359 - output19_mean_squared_error: 14.4865 - output20_mean_squared_error: 20.7660 - output21_mean_squared_error: 37.1936 - output22_mean_squared_error: 26.1905 - output23_mean_squared_error: 17.1609 - output24_mean_squared_error: 26.7291 - output25_mean_squared_error: 31.3120 - output26_mean_squared_error: 16.8895 - output27_mean_squared_error: 33.8990 - output28_mean_squared_error: 28.9740 - output29_mean_squared_error: 39.0998 Epoch 415/2000 121/121 [==============================] - 0s 827us/step - loss: 785.5144 - output00_loss: 13.9976 - output01_loss: 19.3590 - output02_loss: 28.9067 - output03_loss: 40.1174 - output04_loss: 35.0714 - output05_loss: 21.1937 - output06_loss: 30.6221 - output07_loss: 32.3062 - output08_loss: 18.9498 - output09_loss: 24.4210 - output10_loss: 21.2258 - output11_loss: 23.4262 - output12_loss: 22.2498 - output13_loss: 31.4062 - output14_loss: 24.8149 - output15_loss: 34.8893 - output16_loss: 22.2555 - output17_loss: 30.9571 - output18_loss: 16.8224 - output19_loss: 14.4796 - output20_loss: 20.7445 - output21_loss: 37.1648 - output22_loss: 26.1761 - output23_loss: 17.1527 - output24_loss: 26.7104 - output25_loss: 31.2967 - output26_loss: 16.8792 - output27_loss: 33.8811 - output28_loss: 28.9584 - output29_loss: 39.0788 - output00_mean_squared_error: 13.9976 - output01_mean_squared_error: 19.3590 - output02_mean_squared_error: 28.9067 - output03_mean_squared_error: 40.1174 - output04_mean_squared_error: 35.0714 - output05_mean_squared_error: 21.1937 - output06_mean_squared_error: 30.6221 - output07_mean_squared_error: 32.3062 - output08_mean_squared_error: 18.9498 - output09_mean_squared_error: 24.4210 - output10_mean_squared_error: 21.2258 - output11_mean_squared_error: 23.4262 - output12_mean_squared_error: 22.2498 - output13_mean_squared_error: 31.4062 - output14_mean_squared_error: 24.8149 - output15_mean_squared_error: 34.8893 - output16_mean_squared_error: 22.2555 - output17_mean_squared_error: 30.9571 - output18_mean_squared_error: 16.8224 - output19_mean_squared_error: 14.4796 - output20_mean_squared_error: 20.7445 - output21_mean_squared_error: 37.1648 - output22_mean_squared_error: 26.1761 - output23_mean_squared_error: 17.1527 - output24_mean_squared_error: 26.7104 - output25_mean_squared_error: 31.2967 - output26_mean_squared_error: 16.8792 - output27_mean_squared_error: 33.8811 - output28_mean_squared_error: 28.9584 - output29_mean_squared_error: 39.0788 Epoch 416/2000 121/121 [==============================] - 0s 891us/step - loss: 784.9999 - output00_loss: 13.9900 - output01_loss: 19.3433 - output02_loss: 28.8854 - output03_loss: 40.0928 - output04_loss: 35.0556 - output05_loss: 21.1799 - output06_loss: 30.6003 - output07_loss: 32.2758 - output08_loss: 18.9334 - output09_loss: 24.3979 - output10_loss: 21.2169 - output11_loss: 23.4126 - output12_loss: 22.2299 - output13_loss: 31.3935 - output14_loss: 24.7987 - output15_loss: 34.8728 - output16_loss: 22.2473 - output17_loss: 30.9206 - output18_loss: 16.8089 - output19_loss: 14.4727 - output20_loss: 20.7231 - output21_loss: 37.1362 - output22_loss: 26.1617 - output23_loss: 17.1445 - output24_loss: 26.6917 - output25_loss: 31.2816 - output26_loss: 16.8689 - output27_loss: 33.8633 - output28_loss: 28.9428 - output29_loss: 39.0579 - output00_mean_squared_error: 13.9900 - output01_mean_squared_error: 19.3433 - output02_mean_squared_error: 28.8854 - output03_mean_squared_error: 40.0928 - output04_mean_squared_error: 35.0556 - output05_mean_squared_error: 21.1799 - output06_mean_squared_error: 30.6003 - output07_mean_squared_error: 32.2758 - output08_mean_squared_error: 18.9334 - output09_mean_squared_error: 24.3979 - output10_mean_squared_error: 21.2169 - output11_mean_squared_error: 23.4126 - output12_mean_squared_error: 22.2299 - output13_mean_squared_error: 31.3935 - output14_mean_squared_error: 24.7987 - output15_mean_squared_error: 34.8728 - output16_mean_squared_error: 22.2473 - output17_mean_squared_error: 30.9206 - output18_mean_squared_error: 16.8089 - output19_mean_squared_error: 14.4727 - output20_mean_squared_error: 20.7231 - output21_mean_squared_error: 37.1362 - output22_mean_squared_error: 26.1617 - output23_mean_squared_error: 17.1445 - output24_mean_squared_error: 26.6917 - output25_mean_squared_error: 31.2816 - output26_mean_squared_error: 16.8689 - output27_mean_squared_error: 33.8633 - output28_mean_squared_error: 28.9428 - output29_mean_squared_error: 39.0579 Epoch 417/2000 121/121 [==============================] - 0s 765us/step - loss: 784.4870 - output00_loss: 13.9825 - output01_loss: 19.3278 - output02_loss: 28.8641 - output03_loss: 40.0681 - output04_loss: 35.0399 - output05_loss: 21.1662 - output06_loss: 30.5784 - output07_loss: 32.2454 - output08_loss: 18.9171 - output09_loss: 24.3749 - output10_loss: 21.2080 - output11_loss: 23.3990 - output12_loss: 22.2101 - output13_loss: 31.3809 - output14_loss: 24.7826 - output15_loss: 34.8564 - output16_loss: 22.2391 - output17_loss: 30.8844 - output18_loss: 16.7954 - output19_loss: 14.4658 - output20_loss: 20.7017 - output21_loss: 37.1076 - output22_loss: 26.1474 - output23_loss: 17.1364 - output24_loss: 26.6731 - output25_loss: 31.2665 - output26_loss: 16.8587 - output27_loss: 33.8455 - output28_loss: 28.9272 - output29_loss: 39.0370 - output00_mean_squared_error: 13.9825 - output01_mean_squared_error: 19.3278 - output02_mean_squared_error: 28.8641 - output03_mean_squared_error: 40.0681 - output04_mean_squared_error: 35.0399 - output05_mean_squared_error: 21.1662 - output06_mean_squared_error: 30.5784 - output07_mean_squared_error: 32.2454 - output08_mean_squared_error: 18.9171 - output09_mean_squared_error: 24.3749 - output10_mean_squared_error: 21.2080 - output11_mean_squared_error: 23.3990 - output12_mean_squared_error: 22.2101 - output13_mean_squared_error: 31.3809 - output14_mean_squared_error: 24.7826 - output15_mean_squared_error: 34.8564 - output16_mean_squared_error: 22.2391 - output17_mean_squared_error: 30.8844 - output18_mean_squared_error: 16.7954 - output19_mean_squared_error: 14.4658 - output20_mean_squared_error: 20.7017 - output21_mean_squared_error: 37.1076 - output22_mean_squared_error: 26.1474 - output23_mean_squared_error: 17.1364 - output24_mean_squared_error: 26.6731 - output25_mean_squared_error: 31.2665 - output26_mean_squared_error: 16.8587 - output27_mean_squared_error: 33.8455 - output28_mean_squared_error: 28.9272 - output29_mean_squared_error: 39.0370 Epoch 418/2000 121/121 [==============================] - 0s 978us/step - loss: 783.9759 - output00_loss: 13.9749 - output01_loss: 19.3122 - output02_loss: 28.8428 - output03_loss: 40.0436 - output04_loss: 35.0242 - output05_loss: 21.1525 - output06_loss: 30.5566 - output07_loss: 32.2152 - output08_loss: 18.9008 - output09_loss: 24.3519 - output10_loss: 21.1992 - output11_loss: 23.3855 - output12_loss: 22.1904 - output13_loss: 31.3684 - output14_loss: 24.7665 - output15_loss: 34.8400 - output16_loss: 22.2310 - output17_loss: 30.8483 - output18_loss: 16.7821 - output19_loss: 14.4589 - output20_loss: 20.6803 - output21_loss: 37.0792 - output22_loss: 26.1332 - output23_loss: 17.1283 - output24_loss: 26.6545 - output25_loss: 31.2515 - output26_loss: 16.8485 - output27_loss: 33.8278 - output28_loss: 28.9116 - output29_loss: 39.0161 - output00_mean_squared_error: 13.9749 - output01_mean_squared_error: 19.3122 - output02_mean_squared_error: 28.8428 - output03_mean_squared_error: 40.0436 - output04_mean_squared_error: 35.0242 - output05_mean_squared_error: 21.1525 - output06_mean_squared_error: 30.5566 - output07_mean_squared_error: 32.2152 - output08_mean_squared_error: 18.9008 - output09_mean_squared_error: 24.3519 - output10_mean_squared_error: 21.1992 - output11_mean_squared_error: 23.3855 - output12_mean_squared_error: 22.1904 - output13_mean_squared_error: 31.3684 - output14_mean_squared_error: 24.7665 - output15_mean_squared_error: 34.8400 - output16_mean_squared_error: 22.2310 - output17_mean_squared_error: 30.8483 - output18_mean_squared_error: 16.7821 - output19_mean_squared_error: 14.4589 - output20_mean_squared_error: 20.6803 - output21_mean_squared_error: 37.0792 - output22_mean_squared_error: 26.1332 - output23_mean_squared_error: 17.1283 - output24_mean_squared_error: 26.6545 - output25_mean_squared_error: 31.2515 - output26_mean_squared_error: 16.8485 - output27_mean_squared_error: 33.8278 - output28_mean_squared_error: 28.9116 - output29_mean_squared_error: 39.0161 Epoch 419/2000 121/121 [==============================] - 0s 982us/step - loss: 783.4664 - output00_loss: 13.9674 - output01_loss: 19.2967 - output02_loss: 28.8217 - output03_loss: 40.0191 - output04_loss: 35.0086 - output05_loss: 21.1389 - output06_loss: 30.5348 - output07_loss: 32.1850 - output08_loss: 18.8846 - output09_loss: 24.3291 - output10_loss: 21.1904 - output11_loss: 23.3720 - output12_loss: 22.1707 - output13_loss: 31.3558 - output14_loss: 24.7504 - output15_loss: 34.8236 - output16_loss: 22.2230 - output17_loss: 30.8123 - output18_loss: 16.7688 - output19_loss: 14.4521 - output20_loss: 20.6590 - output21_loss: 37.0509 - output22_loss: 26.1190 - output23_loss: 17.1203 - output24_loss: 26.6361 - output25_loss: 31.2365 - output26_loss: 16.8384 - output27_loss: 33.8102 - output28_loss: 28.8961 - output29_loss: 38.9952 - output00_mean_squared_error: 13.9674 - output01_mean_squared_error: 19.2967 - output02_mean_squared_error: 28.8217 - output03_mean_squared_error: 40.0191 - output04_mean_squared_error: 35.0086 - output05_mean_squared_error: 21.1389 - output06_mean_squared_error: 30.5348 - output07_mean_squared_error: 32.1850 - output08_mean_squared_error: 18.8846 - output09_mean_squared_error: 24.3291 - output10_mean_squared_error: 21.1904 - output11_mean_squared_error: 23.3720 - output12_mean_squared_error: 22.1707 - output13_mean_squared_error: 31.3558 - output14_mean_squared_error: 24.7504 - output15_mean_squared_error: 34.8236 - output16_mean_squared_error: 22.2230 - output17_mean_squared_error: 30.8123 - output18_mean_squared_error: 16.7688 - output19_mean_squared_error: 14.4521 - output20_mean_squared_error: 20.6590 - output21_mean_squared_error: 37.0509 - output22_mean_squared_error: 26.1190 - output23_mean_squared_error: 17.1203 - output24_mean_squared_error: 26.6361 - output25_mean_squared_error: 31.2365 - output26_mean_squared_error: 16.8384 - output27_mean_squared_error: 33.8102 - output28_mean_squared_error: 28.8961 - output29_mean_squared_error: 38.9952 Epoch 420/2000 121/121 [==============================] - 0s 482us/step - loss: 782.9590 - output00_loss: 13.9599 - output01_loss: 19.2813 - output02_loss: 28.8006 - output03_loss: 39.9947 - output04_loss: 34.9929 - output05_loss: 21.1254 - output06_loss: 30.5130 - output07_loss: 32.1550 - output08_loss: 18.8684 - output09_loss: 24.3064 - output10_loss: 21.1817 - output11_loss: 23.3586 - output12_loss: 22.1511 - output13_loss: 31.3432 - output14_loss: 24.7344 - output15_loss: 34.8073 - output16_loss: 22.2150 - output17_loss: 30.7766 - output18_loss: 16.7556 - output19_loss: 14.4452 - output20_loss: 20.6378 - output21_loss: 37.0226 - output22_loss: 26.1049 - output23_loss: 17.1123 - output24_loss: 26.6177 - output25_loss: 31.2216 - output26_loss: 16.8283 - output27_loss: 33.7926 - output28_loss: 28.8805 - output29_loss: 38.9743 - output00_mean_squared_error: 13.9599 - output01_mean_squared_error: 19.2813 - output02_mean_squared_error: 28.8006 - output03_mean_squared_error: 39.9947 - output04_mean_squared_error: 34.9929 - output05_mean_squared_error: 21.1254 - output06_mean_squared_error: 30.5130 - output07_mean_squared_error: 32.1550 - output08_mean_squared_error: 18.8684 - output09_mean_squared_error: 24.3064 - output10_mean_squared_error: 21.1817 - output11_mean_squared_error: 23.3586 - output12_mean_squared_error: 22.1511 - output13_mean_squared_error: 31.3432 - output14_mean_squared_error: 24.7344 - output15_mean_squared_error: 34.8073 - output16_mean_squared_error: 22.2150 - output17_mean_squared_error: 30.7766 - output18_mean_squared_error: 16.7556 - output19_mean_squared_error: 14.4452 - output20_mean_squared_error: 20.6378 - output21_mean_squared_error: 37.0226 - output22_mean_squared_error: 26.1049 - output23_mean_squared_error: 17.1123 - output24_mean_squared_error: 26.6177 - output25_mean_squared_error: 31.2216 - output26_mean_squared_error: 16.8283 - output27_mean_squared_error: 33.7926 - output28_mean_squared_error: 28.8805 - output29_mean_squared_error: 38.9743 Epoch 421/2000 121/121 [==============================] - 0s 1ms/step - loss: 782.4529 - output00_loss: 13.9525 - output01_loss: 19.2659 - output02_loss: 28.7796 - output03_loss: 39.9703 - output04_loss: 34.9772 - output05_loss: 21.1120 - output06_loss: 30.4912 - output07_loss: 32.1251 - output08_loss: 18.8523 - output09_loss: 24.2838 - output10_loss: 21.1730 - output11_loss: 23.3453 - output12_loss: 22.1316 - output13_loss: 31.3307 - output14_loss: 24.7184 - output15_loss: 34.7910 - output16_loss: 22.2070 - output17_loss: 30.7409 - output18_loss: 16.7425 - output19_loss: 14.4384 - output20_loss: 20.6166 - output21_loss: 36.9945 - output22_loss: 26.0908 - output23_loss: 17.1044 - output24_loss: 26.5993 - output25_loss: 31.2068 - output26_loss: 16.8183 - output27_loss: 33.7752 - output28_loss: 28.8650 - output29_loss: 38.9534 - output00_mean_squared_error: 13.9525 - output01_mean_squared_error: 19.2659 - output02_mean_squared_error: 28.7796 - output03_mean_squared_error: 39.9703 - output04_mean_squared_error: 34.9772 - output05_mean_squared_error: 21.1120 - output06_mean_squared_error: 30.4912 - output07_mean_squared_error: 32.1251 - output08_mean_squared_error: 18.8523 - output09_mean_squared_error: 24.2838 - output10_mean_squared_error: 21.1730 - output11_mean_squared_error: 23.3453 - output12_mean_squared_error: 22.1316 - output13_mean_squared_error: 31.3307 - output14_mean_squared_error: 24.7184 - output15_mean_squared_error: 34.7910 - output16_mean_squared_error: 22.2070 - output17_mean_squared_error: 30.7409 - output18_mean_squared_error: 16.7425 - output19_mean_squared_error: 14.4384 - output20_mean_squared_error: 20.6166 - output21_mean_squared_error: 36.9945 - output22_mean_squared_error: 26.0908 - output23_mean_squared_error: 17.1044 - output24_mean_squared_error: 26.5993 - output25_mean_squared_error: 31.2068 - output26_mean_squared_error: 16.8183 - output27_mean_squared_error: 33.7752 - output28_mean_squared_error: 28.8650 - output29_mean_squared_error: 38.9534 Epoch 422/2000 121/121 [==============================] - 0s 654us/step - loss: 781.9486 - output00_loss: 13.9451 - output01_loss: 19.2505 - output02_loss: 28.7586 - output03_loss: 39.9461 - output04_loss: 34.9616 - output05_loss: 21.0986 - output06_loss: 30.4695 - output07_loss: 32.0954 - output08_loss: 18.8362 - output09_loss: 24.2613 - output10_loss: 21.1643 - output11_loss: 23.3321 - output12_loss: 22.1121 - output13_loss: 31.3182 - output14_loss: 24.7024 - output15_loss: 34.7747 - output16_loss: 22.1991 - output17_loss: 30.7055 - output18_loss: 16.7294 - output19_loss: 14.4315 - output20_loss: 20.5954 - output21_loss: 36.9665 - output22_loss: 26.0768 - output23_loss: 17.0965 - output24_loss: 26.5811 - output25_loss: 31.1921 - output26_loss: 16.8083 - output27_loss: 33.7577 - output28_loss: 28.8495 - output29_loss: 38.9326 - output00_mean_squared_error: 13.9451 - output01_mean_squared_error: 19.2505 - output02_mean_squared_error: 28.7586 - output03_mean_squared_error: 39.9461 - output04_mean_squared_error: 34.9616 - output05_mean_squared_error: 21.0986 - output06_mean_squared_error: 30.4695 - output07_mean_squared_error: 32.0954 - output08_mean_squared_error: 18.8362 - output09_mean_squared_error: 24.2613 - output10_mean_squared_error: 21.1643 - output11_mean_squared_error: 23.3321 - output12_mean_squared_error: 22.1121 - output13_mean_squared_error: 31.3182 - output14_mean_squared_error: 24.7024 - output15_mean_squared_error: 34.7747 - output16_mean_squared_error: 22.1991 - output17_mean_squared_error: 30.7055 - output18_mean_squared_error: 16.7294 - output19_mean_squared_error: 14.4315 - output20_mean_squared_error: 20.5954 - output21_mean_squared_error: 36.9665 - output22_mean_squared_error: 26.0768 - output23_mean_squared_error: 17.0965 - output24_mean_squared_error: 26.5811 - output25_mean_squared_error: 31.1921 - output26_mean_squared_error: 16.8083 - output27_mean_squared_error: 33.7577 - output28_mean_squared_error: 28.8495 - output29_mean_squared_error: 38.9326 Epoch 423/2000 121/121 [==============================] - 0s 492us/step - loss: 781.4460 - output00_loss: 13.9377 - output01_loss: 19.2352 - output02_loss: 28.7377 - output03_loss: 39.9219 - output04_loss: 34.9460 - output05_loss: 21.0853 - output06_loss: 30.4478 - output07_loss: 32.0657 - output08_loss: 18.8202 - output09_loss: 24.2390 - output10_loss: 21.1557 - output11_loss: 23.3189 - output12_loss: 22.0927 - output13_loss: 31.3057 - output14_loss: 24.6865 - output15_loss: 34.7585 - output16_loss: 22.1912 - output17_loss: 30.6702 - output18_loss: 16.7164 - output19_loss: 14.4247 - output20_loss: 20.5743 - output21_loss: 36.9386 - output22_loss: 26.0628 - output23_loss: 17.0887 - output24_loss: 26.5629 - output25_loss: 31.1775 - output26_loss: 16.7983 - output27_loss: 33.7404 - output28_loss: 28.8340 - output29_loss: 38.9118 - output00_mean_squared_error: 13.9377 - output01_mean_squared_error: 19.2352 - output02_mean_squared_error: 28.7377 - output03_mean_squared_error: 39.9219 - output04_mean_squared_error: 34.9460 - output05_mean_squared_error: 21.0853 - output06_mean_squared_error: 30.4478 - output07_mean_squared_error: 32.0657 - output08_mean_squared_error: 18.8202 - output09_mean_squared_error: 24.2390 - output10_mean_squared_error: 21.1557 - output11_mean_squared_error: 23.3189 - output12_mean_squared_error: 22.0927 - output13_mean_squared_error: 31.3057 - output14_mean_squared_error: 24.6865 - output15_mean_squared_error: 34.7585 - output16_mean_squared_error: 22.1912 - output17_mean_squared_error: 30.6702 - output18_mean_squared_error: 16.7164 - output19_mean_squared_error: 14.4247 - output20_mean_squared_error: 20.5743 - output21_mean_squared_error: 36.9386 - output22_mean_squared_error: 26.0628 - output23_mean_squared_error: 17.0887 - output24_mean_squared_error: 26.5629 - output25_mean_squared_error: 31.1775 - output26_mean_squared_error: 16.7983 - output27_mean_squared_error: 33.7404 - output28_mean_squared_error: 28.8340 - output29_mean_squared_error: 38.9118 Epoch 424/2000 121/121 [==============================] - 0s 1ms/step - loss: 780.9452 - output00_loss: 13.9304 - output01_loss: 19.2199 - output02_loss: 28.7169 - output03_loss: 39.8977 - output04_loss: 34.9304 - output05_loss: 21.0721 - output06_loss: 30.4261 - output07_loss: 32.0362 - output08_loss: 18.8043 - output09_loss: 24.2167 - output10_loss: 21.1471 - output11_loss: 23.3057 - output12_loss: 22.0734 - output13_loss: 31.2933 - output14_loss: 24.6706 - output15_loss: 34.7423 - output16_loss: 22.1834 - output17_loss: 30.6351 - output18_loss: 16.7035 - output19_loss: 14.4179 - output20_loss: 20.5532 - output21_loss: 36.9108 - output22_loss: 26.0489 - output23_loss: 17.0808 - output24_loss: 26.5448 - output25_loss: 31.1629 - output26_loss: 16.7884 - output27_loss: 33.7231 - output28_loss: 28.8185 - output29_loss: 38.8909 - output00_mean_squared_error: 13.9304 - output01_mean_squared_error: 19.2199 - output02_mean_squared_error: 28.7169 - output03_mean_squared_error: 39.8977 - output04_mean_squared_error: 34.9304 - output05_mean_squared_error: 21.0721 - output06_mean_squared_error: 30.4261 - output07_mean_squared_error: 32.0362 - output08_mean_squared_error: 18.8043 - output09_mean_squared_error: 24.2167 - output10_mean_squared_error: 21.1471 - output11_mean_squared_error: 23.3057 - output12_mean_squared_error: 22.0734 - output13_mean_squared_error: 31.2933 - output14_mean_squared_error: 24.6706 - output15_mean_squared_error: 34.7423 - output16_mean_squared_error: 22.1834 - output17_mean_squared_error: 30.6351 - output18_mean_squared_error: 16.7035 - output19_mean_squared_error: 14.4179 - output20_mean_squared_error: 20.5532 - output21_mean_squared_error: 36.9108 - output22_mean_squared_error: 26.0489 - output23_mean_squared_error: 17.0808 - output24_mean_squared_error: 26.5448 - output25_mean_squared_error: 31.1629 - output26_mean_squared_error: 16.7884 - output27_mean_squared_error: 33.7231 - output28_mean_squared_error: 28.8185 - output29_mean_squared_error: 38.8909 Epoch 425/2000 121/121 [==============================] - 0s 1ms/step - loss: 780.4460 - output00_loss: 13.9231 - output01_loss: 19.2046 - output02_loss: 28.6961 - output03_loss: 39.8736 - output04_loss: 34.9148 - output05_loss: 21.0590 - output06_loss: 30.4044 - output07_loss: 32.0068 - output08_loss: 18.7884 - output09_loss: 24.1945 - output10_loss: 21.1385 - output11_loss: 23.2927 - output12_loss: 22.0542 - output13_loss: 31.2808 - output14_loss: 24.6547 - output15_loss: 34.7262 - output16_loss: 22.1756 - output17_loss: 30.6001 - output18_loss: 16.6906 - output19_loss: 14.4111 - output20_loss: 20.5321 - output21_loss: 36.8831 - output22_loss: 26.0350 - output23_loss: 17.0731 - output24_loss: 26.5268 - output25_loss: 31.1483 - output26_loss: 16.7785 - output27_loss: 33.7059 - output28_loss: 28.8031 - output29_loss: 38.8702 - output00_mean_squared_error: 13.9231 - output01_mean_squared_error: 19.2046 - output02_mean_squared_error: 28.6961 - output03_mean_squared_error: 39.8736 - output04_mean_squared_error: 34.9148 - output05_mean_squared_error: 21.0590 - output06_mean_squared_error: 30.4044 - output07_mean_squared_error: 32.0068 - output08_mean_squared_error: 18.7884 - output09_mean_squared_error: 24.1945 - output10_mean_squared_error: 21.1385 - output11_mean_squared_error: 23.2927 - output12_mean_squared_error: 22.0542 - output13_mean_squared_error: 31.2808 - output14_mean_squared_error: 24.6547 - output15_mean_squared_error: 34.7262 - output16_mean_squared_error: 22.1756 - output17_mean_squared_error: 30.6001 - output18_mean_squared_error: 16.6906 - output19_mean_squared_error: 14.4111 - output20_mean_squared_error: 20.5321 - output21_mean_squared_error: 36.8831 - output22_mean_squared_error: 26.0350 - output23_mean_squared_error: 17.0731 - output24_mean_squared_error: 26.5268 - output25_mean_squared_error: 31.1483 - output26_mean_squared_error: 16.7785 - output27_mean_squared_error: 33.7059 - output28_mean_squared_error: 28.8031 - output29_mean_squared_error: 38.8702 Epoch 426/2000 121/121 [==============================] - 0s 901us/step - loss: 779.9485 - output00_loss: 13.9158 - output01_loss: 19.1894 - output02_loss: 28.6754 - output03_loss: 39.8496 - output04_loss: 34.8992 - output05_loss: 21.0459 - output06_loss: 30.3828 - output07_loss: 31.9774 - output08_loss: 18.7726 - output09_loss: 24.1724 - output10_loss: 21.1300 - output11_loss: 23.2797 - output12_loss: 22.0350 - output13_loss: 31.2684 - output14_loss: 24.6389 - output15_loss: 34.7101 - output16_loss: 22.1679 - output17_loss: 30.5652 - output18_loss: 16.6778 - output19_loss: 14.4043 - output20_loss: 20.5112 - output21_loss: 36.8555 - output22_loss: 26.0212 - output23_loss: 17.0653 - output24_loss: 26.5088 - output25_loss: 31.1339 - output26_loss: 16.7687 - output27_loss: 33.6888 - output28_loss: 28.7876 - output29_loss: 38.8494 - output00_mean_squared_error: 13.9158 - output01_mean_squared_error: 19.1894 - output02_mean_squared_error: 28.6754 - output03_mean_squared_error: 39.8496 - output04_mean_squared_error: 34.8992 - output05_mean_squared_error: 21.0459 - output06_mean_squared_error: 30.3828 - output07_mean_squared_error: 31.9774 - output08_mean_squared_error: 18.7726 - output09_mean_squared_error: 24.1724 - output10_mean_squared_error: 21.1300 - output11_mean_squared_error: 23.2797 - output12_mean_squared_error: 22.0350 - output13_mean_squared_error: 31.2684 - output14_mean_squared_error: 24.6389 - output15_mean_squared_error: 34.7101 - output16_mean_squared_error: 22.1679 - output17_mean_squared_error: 30.5652 - output18_mean_squared_error: 16.6778 - output19_mean_squared_error: 14.4043 - output20_mean_squared_error: 20.5112 - output21_mean_squared_error: 36.8555 - output22_mean_squared_error: 26.0212 - output23_mean_squared_error: 17.0653 - output24_mean_squared_error: 26.5088 - output25_mean_squared_error: 31.1339 - output26_mean_squared_error: 16.7687 - output27_mean_squared_error: 33.6888 - output28_mean_squared_error: 28.7876 - output29_mean_squared_error: 38.8494 Epoch 427/2000 121/121 [==============================] - 0s 1ms/step - loss: 779.4524 - output00_loss: 13.9086 - output01_loss: 19.1743 - output02_loss: 28.6548 - output03_loss: 39.8257 - output04_loss: 34.8837 - output05_loss: 21.0330 - output06_loss: 30.3612 - output07_loss: 31.9482 - output08_loss: 18.7568 - output09_loss: 24.1504 - output10_loss: 21.1215 - output11_loss: 23.2667 - output12_loss: 22.0159 - output13_loss: 31.2560 - output14_loss: 24.6232 - output15_loss: 34.6940 - output16_loss: 22.1602 - output17_loss: 30.5306 - output18_loss: 16.6651 - output19_loss: 14.3975 - output20_loss: 20.4902 - output21_loss: 36.8280 - output22_loss: 26.0074 - output23_loss: 17.0577 - output24_loss: 26.4909 - output25_loss: 31.1195 - output26_loss: 16.7589 - output27_loss: 33.6717 - output28_loss: 28.7722 - output29_loss: 38.8286 - output00_mean_squared_error: 13.9086 - output01_mean_squared_error: 19.1743 - output02_mean_squared_error: 28.6548 - output03_mean_squared_error: 39.8257 - output04_mean_squared_error: 34.8837 - output05_mean_squared_error: 21.0330 - output06_mean_squared_error: 30.3612 - output07_mean_squared_error: 31.9482 - output08_mean_squared_error: 18.7568 - output09_mean_squared_error: 24.1504 - output10_mean_squared_error: 21.1215 - output11_mean_squared_error: 23.2667 - output12_mean_squared_error: 22.0159 - output13_mean_squared_error: 31.2560 - output14_mean_squared_error: 24.6232 - output15_mean_squared_error: 34.6940 - output16_mean_squared_error: 22.1602 - output17_mean_squared_error: 30.5306 - output18_mean_squared_error: 16.6651 - output19_mean_squared_error: 14.3975 - output20_mean_squared_error: 20.4902 - output21_mean_squared_error: 36.8280 - output22_mean_squared_error: 26.0074 - output23_mean_squared_error: 17.0577 - output24_mean_squared_error: 26.4909 - output25_mean_squared_error: 31.1195 - output26_mean_squared_error: 16.7589 - output27_mean_squared_error: 33.6717 - output28_mean_squared_error: 28.7722 - output29_mean_squared_error: 38.8286 Epoch 428/2000 121/121 [==============================] - 0s 1ms/step - loss: 778.9581 - output00_loss: 13.9014 - output01_loss: 19.1592 - output02_loss: 28.6342 - output03_loss: 39.8018 - output04_loss: 34.8681 - output05_loss: 21.0200 - output06_loss: 30.3396 - output07_loss: 31.9192 - output08_loss: 18.7411 - output09_loss: 24.1285 - output10_loss: 21.1131 - output11_loss: 23.2538 - output12_loss: 21.9969 - output13_loss: 31.2437 - output14_loss: 24.6074 - output15_loss: 34.6780 - output16_loss: 22.1526 - output17_loss: 30.4960 - output18_loss: 16.6525 - output19_loss: 14.3907 - output20_loss: 20.4693 - output21_loss: 36.8006 - output22_loss: 25.9937 - output23_loss: 17.0500 - output24_loss: 26.4731 - output25_loss: 31.1052 - output26_loss: 16.7491 - output27_loss: 33.6547 - output28_loss: 28.7568 - output29_loss: 38.8079 - output00_mean_squared_error: 13.9014 - output01_mean_squared_error: 19.1592 - output02_mean_squared_error: 28.6342 - output03_mean_squared_error: 39.8018 - output04_mean_squared_error: 34.8681 - output05_mean_squared_error: 21.0200 - output06_mean_squared_error: 30.3396 - output07_mean_squared_error: 31.9192 - output08_mean_squared_error: 18.7411 - output09_mean_squared_error: 24.1285 - output10_mean_squared_error: 21.1131 - output11_mean_squared_error: 23.2538 - output12_mean_squared_error: 21.9969 - output13_mean_squared_error: 31.2437 - output14_mean_squared_error: 24.6074 - output15_mean_squared_error: 34.6780 - output16_mean_squared_error: 22.1526 - output17_mean_squared_error: 30.4960 - output18_mean_squared_error: 16.6525 - output19_mean_squared_error: 14.3907 - output20_mean_squared_error: 20.4693 - output21_mean_squared_error: 36.8006 - output22_mean_squared_error: 25.9937 - output23_mean_squared_error: 17.0500 - output24_mean_squared_error: 26.4731 - output25_mean_squared_error: 31.1052 - output26_mean_squared_error: 16.7491 - output27_mean_squared_error: 33.6547 - output28_mean_squared_error: 28.7568 - output29_mean_squared_error: 38.8079 Epoch 429/2000 121/121 [==============================] - 0s 941us/step - loss: 778.4656 - output00_loss: 13.8942 - output01_loss: 19.1441 - output02_loss: 28.6137 - output03_loss: 39.7780 - output04_loss: 34.8526 - output05_loss: 21.0072 - output06_loss: 30.3181 - output07_loss: 31.8902 - output08_loss: 18.7255 - output09_loss: 24.1067 - output10_loss: 21.1046 - output11_loss: 23.2410 - output12_loss: 21.9779 - output13_loss: 31.2313 - output14_loss: 24.5918 - output15_loss: 34.6620 - output16_loss: 22.1450 - output17_loss: 30.4617 - output18_loss: 16.6399 - output19_loss: 14.3839 - output20_loss: 20.4484 - output21_loss: 36.7733 - output22_loss: 25.9800 - output23_loss: 17.0424 - output24_loss: 26.4553 - output25_loss: 31.0910 - output26_loss: 16.7394 - output27_loss: 33.6377 - output28_loss: 28.7414 - output29_loss: 38.7872 - output00_mean_squared_error: 13.8942 - output01_mean_squared_error: 19.1441 - output02_mean_squared_error: 28.6137 - output03_mean_squared_error: 39.7780 - output04_mean_squared_error: 34.8526 - output05_mean_squared_error: 21.0072 - output06_mean_squared_error: 30.3181 - output07_mean_squared_error: 31.8902 - output08_mean_squared_error: 18.7255 - output09_mean_squared_error: 24.1067 - output10_mean_squared_error: 21.1046 - output11_mean_squared_error: 23.2410 - output12_mean_squared_error: 21.9779 - output13_mean_squared_error: 31.2313 - output14_mean_squared_error: 24.5918 - output15_mean_squared_error: 34.6620 - output16_mean_squared_error: 22.1450 - output17_mean_squared_error: 30.4617 - output18_mean_squared_error: 16.6399 - output19_mean_squared_error: 14.3839 - output20_mean_squared_error: 20.4484 - output21_mean_squared_error: 36.7733 - output22_mean_squared_error: 25.9800 - output23_mean_squared_error: 17.0424 - output24_mean_squared_error: 26.4553 - output25_mean_squared_error: 31.0910 - output26_mean_squared_error: 16.7394 - output27_mean_squared_error: 33.6377 - output28_mean_squared_error: 28.7414 - output29_mean_squared_error: 38.7872 Epoch 430/2000 121/121 [==============================] - 0s 480us/step - loss: 777.9747 - output00_loss: 13.8871 - output01_loss: 19.1291 - output02_loss: 28.5933 - output03_loss: 39.7543 - output04_loss: 34.8371 - output05_loss: 20.9944 - output06_loss: 30.2966 - output07_loss: 31.8613 - output08_loss: 18.7099 - output09_loss: 24.0850 - output10_loss: 21.0963 - output11_loss: 23.2283 - output12_loss: 21.9590 - output13_loss: 31.2190 - output14_loss: 24.5761 - output15_loss: 34.6460 - output16_loss: 22.1374 - output17_loss: 30.4275 - output18_loss: 16.6274 - output19_loss: 14.3771 - output20_loss: 20.4276 - output21_loss: 36.7461 - output22_loss: 25.9664 - output23_loss: 17.0348 - output24_loss: 26.4377 - output25_loss: 31.0768 - output26_loss: 16.7298 - output27_loss: 33.6208 - output28_loss: 28.7261 - output29_loss: 38.7664 - output00_mean_squared_error: 13.8871 - output01_mean_squared_error: 19.1291 - output02_mean_squared_error: 28.5933 - output03_mean_squared_error: 39.7543 - output04_mean_squared_error: 34.8371 - output05_mean_squared_error: 20.9944 - output06_mean_squared_error: 30.2966 - output07_mean_squared_error: 31.8613 - output08_mean_squared_error: 18.7099 - output09_mean_squared_error: 24.0850 - output10_mean_squared_error: 21.0963 - output11_mean_squared_error: 23.2283 - output12_mean_squared_error: 21.9590 - output13_mean_squared_error: 31.2190 - output14_mean_squared_error: 24.5761 - output15_mean_squared_error: 34.6460 - output16_mean_squared_error: 22.1374 - output17_mean_squared_error: 30.4275 - output18_mean_squared_error: 16.6274 - output19_mean_squared_error: 14.3771 - output20_mean_squared_error: 20.4276 - output21_mean_squared_error: 36.7461 - output22_mean_squared_error: 25.9664 - output23_mean_squared_error: 17.0348 - output24_mean_squared_error: 26.4377 - output25_mean_squared_error: 31.0768 - output26_mean_squared_error: 16.7298 - output27_mean_squared_error: 33.6208 - output28_mean_squared_error: 28.7261 - output29_mean_squared_error: 38.7664 Epoch 431/2000 121/121 [==============================] - 0s 769us/step - loss: 777.4853 - output00_loss: 13.8800 - output01_loss: 19.1141 - output02_loss: 28.5730 - output03_loss: 39.7306 - output04_loss: 34.8216 - output05_loss: 20.9817 - output06_loss: 30.2751 - output07_loss: 31.8326 - output08_loss: 18.6943 - output09_loss: 24.0635 - output10_loss: 21.0879 - output11_loss: 23.2156 - output12_loss: 21.9402 - output13_loss: 31.2067 - output14_loss: 24.5605 - output15_loss: 34.6301 - output16_loss: 22.1299 - output17_loss: 30.3934 - output18_loss: 16.6150 - output19_loss: 14.3704 - output20_loss: 20.4068 - output21_loss: 36.7191 - output22_loss: 25.9528 - output23_loss: 17.0273 - output24_loss: 26.4200 - output25_loss: 31.0627 - output26_loss: 16.7201 - output27_loss: 33.6040 - output28_loss: 28.7107 - output29_loss: 38.7458 - output00_mean_squared_error: 13.8800 - output01_mean_squared_error: 19.1141 - output02_mean_squared_error: 28.5730 - output03_mean_squared_error: 39.7306 - output04_mean_squared_error: 34.8216 - output05_mean_squared_error: 20.9817 - output06_mean_squared_error: 30.2751 - output07_mean_squared_error: 31.8326 - output08_mean_squared_error: 18.6943 - output09_mean_squared_error: 24.0635 - output10_mean_squared_error: 21.0879 - output11_mean_squared_error: 23.2156 - output12_mean_squared_error: 21.9402 - output13_mean_squared_error: 31.2067 - output14_mean_squared_error: 24.5605 - output15_mean_squared_error: 34.6301 - output16_mean_squared_error: 22.1299 - output17_mean_squared_error: 30.3934 - output18_mean_squared_error: 16.6150 - output19_mean_squared_error: 14.3704 - output20_mean_squared_error: 20.4068 - output21_mean_squared_error: 36.7191 - output22_mean_squared_error: 25.9528 - output23_mean_squared_error: 17.0273 - output24_mean_squared_error: 26.4200 - output25_mean_squared_error: 31.0627 - output26_mean_squared_error: 16.7201 - output27_mean_squared_error: 33.6040 - output28_mean_squared_error: 28.7107 - output29_mean_squared_error: 38.7458 Epoch 432/2000 121/121 [==============================] - 0s 941us/step - loss: 776.9976 - output00_loss: 13.8729 - output01_loss: 19.0991 - output02_loss: 28.5527 - output03_loss: 39.7070 - output04_loss: 34.8061 - output05_loss: 20.9691 - output06_loss: 30.2536 - output07_loss: 31.8039 - output08_loss: 18.6788 - output09_loss: 24.0420 - output10_loss: 21.0796 - output11_loss: 23.2030 - output12_loss: 21.9215 - output13_loss: 31.1944 - output14_loss: 24.5449 - output15_loss: 34.6142 - output16_loss: 22.1224 - output17_loss: 30.3595 - output18_loss: 16.6026 - output19_loss: 14.3636 - output20_loss: 20.3861 - output21_loss: 36.6921 - output22_loss: 25.9393 - output23_loss: 17.0198 - output24_loss: 26.4025 - output25_loss: 31.0487 - output26_loss: 16.7106 - output27_loss: 33.5872 - output28_loss: 28.6954 - output29_loss: 38.7251 - output00_mean_squared_error: 13.8729 - output01_mean_squared_error: 19.0991 - output02_mean_squared_error: 28.5527 - output03_mean_squared_error: 39.7070 - output04_mean_squared_error: 34.8061 - output05_mean_squared_error: 20.9691 - output06_mean_squared_error: 30.2536 - output07_mean_squared_error: 31.8039 - output08_mean_squared_error: 18.6788 - output09_mean_squared_error: 24.0420 - output10_mean_squared_error: 21.0796 - output11_mean_squared_error: 23.2030 - output12_mean_squared_error: 21.9215 - output13_mean_squared_error: 31.1944 - output14_mean_squared_error: 24.5449 - output15_mean_squared_error: 34.6142 - output16_mean_squared_error: 22.1224 - output17_mean_squared_error: 30.3595 - output18_mean_squared_error: 16.6026 - output19_mean_squared_error: 14.3636 - output20_mean_squared_error: 20.3861 - output21_mean_squared_error: 36.6921 - output22_mean_squared_error: 25.9393 - output23_mean_squared_error: 17.0198 - output24_mean_squared_error: 26.4025 - output25_mean_squared_error: 31.0487 - output26_mean_squared_error: 16.7106 - output27_mean_squared_error: 33.5872 - output28_mean_squared_error: 28.6954 - output29_mean_squared_error: 38.7251 Epoch 433/2000 121/121 [==============================] - 0s 892us/step - loss: 776.5114 - output00_loss: 13.8659 - output01_loss: 19.0842 - output02_loss: 28.5324 - output03_loss: 39.6835 - output04_loss: 34.7906 - output05_loss: 20.9565 - output06_loss: 30.2322 - output07_loss: 31.7754 - output08_loss: 18.6634 - output09_loss: 24.0206 - output10_loss: 21.0714 - output11_loss: 23.1904 - output12_loss: 21.9028 - output13_loss: 31.1821 - output14_loss: 24.5294 - output15_loss: 34.5984 - output16_loss: 22.1150 - output17_loss: 30.3258 - output18_loss: 16.5903 - output19_loss: 14.3569 - output20_loss: 20.3654 - output21_loss: 36.6652 - output22_loss: 25.9258 - output23_loss: 17.0123 - output24_loss: 26.3850 - output25_loss: 31.0347 - output26_loss: 16.7010 - output27_loss: 33.5706 - output28_loss: 28.6801 - output29_loss: 38.7044 - output00_mean_squared_error: 13.8659 - output01_mean_squared_error: 19.0842 - output02_mean_squared_error: 28.5324 - output03_mean_squared_error: 39.6835 - output04_mean_squared_error: 34.7906 - output05_mean_squared_error: 20.9565 - output06_mean_squared_error: 30.2322 - output07_mean_squared_error: 31.7754 - output08_mean_squared_error: 18.6634 - output09_mean_squared_error: 24.0206 - output10_mean_squared_error: 21.0714 - output11_mean_squared_error: 23.1904 - output12_mean_squared_error: 21.9028 - output13_mean_squared_error: 31.1821 - output14_mean_squared_error: 24.5294 - output15_mean_squared_error: 34.5984 - output16_mean_squared_error: 22.1150 - output17_mean_squared_error: 30.3258 - output18_mean_squared_error: 16.5903 - output19_mean_squared_error: 14.3569 - output20_mean_squared_error: 20.3654 - output21_mean_squared_error: 36.6652 - output22_mean_squared_error: 25.9258 - output23_mean_squared_error: 17.0123 - output24_mean_squared_error: 26.3850 - output25_mean_squared_error: 31.0347 - output26_mean_squared_error: 16.7010 - output27_mean_squared_error: 33.5706 - output28_mean_squared_error: 28.6801 - output29_mean_squared_error: 38.7044 Epoch 434/2000 121/121 [==============================] - 0s 880us/step - loss: 776.0270 - output00_loss: 13.8589 - output01_loss: 19.0693 - output02_loss: 28.5122 - output03_loss: 39.6600 - output04_loss: 34.7751 - output05_loss: 20.9440 - output06_loss: 30.2107 - output07_loss: 31.7470 - output08_loss: 18.6480 - output09_loss: 23.9993 - output10_loss: 21.0631 - output11_loss: 23.1779 - output12_loss: 21.8842 - output13_loss: 31.1699 - output14_loss: 24.5139 - output15_loss: 34.5826 - output16_loss: 22.1076 - output17_loss: 30.2922 - output18_loss: 16.5780 - output19_loss: 14.3502 - output20_loss: 20.3448 - output21_loss: 36.6384 - output22_loss: 25.9124 - output23_loss: 17.0049 - output24_loss: 26.3676 - output25_loss: 31.0208 - output26_loss: 16.6915 - output27_loss: 33.5539 - output28_loss: 28.6648 - output29_loss: 38.6838 - output00_mean_squared_error: 13.8589 - output01_mean_squared_error: 19.0693 - output02_mean_squared_error: 28.5122 - output03_mean_squared_error: 39.6600 - output04_mean_squared_error: 34.7751 - output05_mean_squared_error: 20.9440 - output06_mean_squared_error: 30.2107 - output07_mean_squared_error: 31.7470 - output08_mean_squared_error: 18.6480 - output09_mean_squared_error: 23.9993 - output10_mean_squared_error: 21.0631 - output11_mean_squared_error: 23.1779 - output12_mean_squared_error: 21.8842 - output13_mean_squared_error: 31.1699 - output14_mean_squared_error: 24.5139 - output15_mean_squared_error: 34.5826 - output16_mean_squared_error: 22.1076 - output17_mean_squared_error: 30.2922 - output18_mean_squared_error: 16.5780 - output19_mean_squared_error: 14.3502 - output20_mean_squared_error: 20.3448 - output21_mean_squared_error: 36.6384 - output22_mean_squared_error: 25.9124 - output23_mean_squared_error: 17.0049 - output24_mean_squared_error: 26.3676 - output25_mean_squared_error: 31.0208 - output26_mean_squared_error: 16.6915 - output27_mean_squared_error: 33.5539 - output28_mean_squared_error: 28.6648 - output29_mean_squared_error: 38.6838 Epoch 435/2000 121/121 [==============================] - 0s 838us/step - loss: 775.5441 - output00_loss: 13.8519 - output01_loss: 19.0545 - output02_loss: 28.4921 - output03_loss: 39.6366 - output04_loss: 34.7597 - output05_loss: 20.9316 - output06_loss: 30.1893 - output07_loss: 31.7187 - output08_loss: 18.6327 - output09_loss: 23.9781 - output10_loss: 21.0549 - output11_loss: 23.1655 - output12_loss: 21.8656 - output13_loss: 31.1576 - output14_loss: 24.4984 - output15_loss: 34.5668 - output16_loss: 22.1003 - output17_loss: 30.2587 - output18_loss: 16.5659 - output19_loss: 14.3435 - output20_loss: 20.3242 - output21_loss: 36.6117 - output22_loss: 25.8990 - output23_loss: 16.9976 - output24_loss: 26.3503 - output25_loss: 31.0070 - output26_loss: 16.6821 - output27_loss: 33.5374 - output28_loss: 28.6495 - output29_loss: 38.6632 - output00_mean_squared_error: 13.8519 - output01_mean_squared_error: 19.0545 - output02_mean_squared_error: 28.4921 - output03_mean_squared_error: 39.6366 - output04_mean_squared_error: 34.7597 - output05_mean_squared_error: 20.9316 - output06_mean_squared_error: 30.1893 - output07_mean_squared_error: 31.7187 - output08_mean_squared_error: 18.6327 - output09_mean_squared_error: 23.9781 - output10_mean_squared_error: 21.0549 - output11_mean_squared_error: 23.1655 - output12_mean_squared_error: 21.8656 - output13_mean_squared_error: 31.1576 - output14_mean_squared_error: 24.4984 - output15_mean_squared_error: 34.5668 - output16_mean_squared_error: 22.1003 - output17_mean_squared_error: 30.2587 - output18_mean_squared_error: 16.5659 - output19_mean_squared_error: 14.3435 - output20_mean_squared_error: 20.3242 - output21_mean_squared_error: 36.6117 - output22_mean_squared_error: 25.8990 - output23_mean_squared_error: 16.9976 - output24_mean_squared_error: 26.3503 - output25_mean_squared_error: 31.0070 - output26_mean_squared_error: 16.6821 - output27_mean_squared_error: 33.5374 - output28_mean_squared_error: 28.6495 - output29_mean_squared_error: 38.6632 Epoch 436/2000 121/121 [==============================] - 0s 1ms/step - loss: 775.0630 - output00_loss: 13.8450 - output01_loss: 19.0397 - output02_loss: 28.4721 - output03_loss: 39.6132 - output04_loss: 34.7443 - output05_loss: 20.9192 - output06_loss: 30.1680 - output07_loss: 31.6905 - output08_loss: 18.6174 - output09_loss: 23.9570 - output10_loss: 21.0468 - output11_loss: 23.1531 - output12_loss: 21.8472 - output13_loss: 31.1454 - output14_loss: 24.4830 - output15_loss: 34.5510 - output16_loss: 22.0930 - output17_loss: 30.2254 - output18_loss: 16.5538 - output19_loss: 14.3367 - output20_loss: 20.3036 - output21_loss: 36.5851 - output22_loss: 25.8856 - output23_loss: 16.9902 - output24_loss: 26.3330 - output25_loss: 30.9932 - output26_loss: 16.6727 - output27_loss: 33.5209 - output28_loss: 28.6342 - output29_loss: 38.6425 - output00_mean_squared_error: 13.8450 - output01_mean_squared_error: 19.0397 - output02_mean_squared_error: 28.4721 - output03_mean_squared_error: 39.6132 - output04_mean_squared_error: 34.7443 - output05_mean_squared_error: 20.9192 - output06_mean_squared_error: 30.1680 - output07_mean_squared_error: 31.6905 - output08_mean_squared_error: 18.6174 - output09_mean_squared_error: 23.9570 - output10_mean_squared_error: 21.0468 - output11_mean_squared_error: 23.1531 - output12_mean_squared_error: 21.8472 - output13_mean_squared_error: 31.1454 - output14_mean_squared_error: 24.4830 - output15_mean_squared_error: 34.5510 - output16_mean_squared_error: 22.0930 - output17_mean_squared_error: 30.2254 - output18_mean_squared_error: 16.5538 - output19_mean_squared_error: 14.3367 - output20_mean_squared_error: 20.3036 - output21_mean_squared_error: 36.5851 - output22_mean_squared_error: 25.8856 - output23_mean_squared_error: 16.9902 - output24_mean_squared_error: 26.3330 - output25_mean_squared_error: 30.9932 - output26_mean_squared_error: 16.6727 - output27_mean_squared_error: 33.5209 - output28_mean_squared_error: 28.6342 - output29_mean_squared_error: 38.6425 Epoch 437/2000 121/121 [==============================] - 0s 852us/step - loss: 774.5833 - output00_loss: 13.8381 - output01_loss: 19.0250 - output02_loss: 28.4521 - output03_loss: 39.5900 - output04_loss: 34.7289 - output05_loss: 20.9069 - output06_loss: 30.1466 - output07_loss: 31.6624 - output08_loss: 18.6022 - output09_loss: 23.9360 - output10_loss: 21.0387 - output11_loss: 23.1408 - output12_loss: 21.8288 - output13_loss: 31.1332 - output14_loss: 24.4676 - output15_loss: 34.5353 - output16_loss: 22.0858 - output17_loss: 30.1922 - output18_loss: 16.5417 - output19_loss: 14.3300 - output20_loss: 20.2831 - output21_loss: 36.5586 - output22_loss: 25.8724 - output23_loss: 16.9829 - output24_loss: 26.3158 - output25_loss: 30.9795 - output26_loss: 16.6633 - output27_loss: 33.5044 - output28_loss: 28.6190 - output29_loss: 38.6220 - output00_mean_squared_error: 13.8381 - output01_mean_squared_error: 19.0250 - output02_mean_squared_error: 28.4521 - output03_mean_squared_error: 39.5900 - output04_mean_squared_error: 34.7289 - output05_mean_squared_error: 20.9069 - output06_mean_squared_error: 30.1466 - output07_mean_squared_error: 31.6624 - output08_mean_squared_error: 18.6022 - output09_mean_squared_error: 23.9360 - output10_mean_squared_error: 21.0387 - output11_mean_squared_error: 23.1408 - output12_mean_squared_error: 21.8288 - output13_mean_squared_error: 31.1332 - output14_mean_squared_error: 24.4676 - output15_mean_squared_error: 34.5353 - output16_mean_squared_error: 22.0858 - output17_mean_squared_error: 30.1922 - output18_mean_squared_error: 16.5417 - output19_mean_squared_error: 14.3300 - output20_mean_squared_error: 20.2831 - output21_mean_squared_error: 36.5586 - output22_mean_squared_error: 25.8724 - output23_mean_squared_error: 16.9829 - output24_mean_squared_error: 26.3158 - output25_mean_squared_error: 30.9795 - output26_mean_squared_error: 16.6633 - output27_mean_squared_error: 33.5044 - output28_mean_squared_error: 28.6190 - output29_mean_squared_error: 38.6220 Epoch 438/2000 121/121 [==============================] - 0s 461us/step - loss: 774.1052 - output00_loss: 13.8312 - output01_loss: 19.0103 - output02_loss: 28.4322 - output03_loss: 39.5667 - output04_loss: 34.7135 - output05_loss: 20.8947 - output06_loss: 30.1253 - output07_loss: 31.6344 - output08_loss: 18.5870 - output09_loss: 23.9151 - output10_loss: 21.0306 - output11_loss: 23.1285 - output12_loss: 21.8104 - output13_loss: 31.1211 - output14_loss: 24.4522 - output15_loss: 34.5197 - output16_loss: 22.0786 - output17_loss: 30.1592 - output18_loss: 16.5298 - output19_loss: 14.3234 - output20_loss: 20.2627 - output21_loss: 36.5323 - output22_loss: 25.8591 - output23_loss: 16.9757 - output24_loss: 26.2987 - output25_loss: 30.9659 - output26_loss: 16.6539 - output27_loss: 33.4881 - output28_loss: 28.6037 - output29_loss: 38.6014 - output00_mean_squared_error: 13.8312 - output01_mean_squared_error: 19.0103 - output02_mean_squared_error: 28.4322 - output03_mean_squared_error: 39.5667 - output04_mean_squared_error: 34.7135 - output05_mean_squared_error: 20.8947 - output06_mean_squared_error: 30.1253 - output07_mean_squared_error: 31.6344 - output08_mean_squared_error: 18.5870 - output09_mean_squared_error: 23.9151 - output10_mean_squared_error: 21.0306 - output11_mean_squared_error: 23.1285 - output12_mean_squared_error: 21.8104 - output13_mean_squared_error: 31.1211 - output14_mean_squared_error: 24.4522 - output15_mean_squared_error: 34.5197 - output16_mean_squared_error: 22.0786 - output17_mean_squared_error: 30.1592 - output18_mean_squared_error: 16.5298 - output19_mean_squared_error: 14.3234 - output20_mean_squared_error: 20.2627 - output21_mean_squared_error: 36.5323 - output22_mean_squared_error: 25.8591 - output23_mean_squared_error: 16.9757 - output24_mean_squared_error: 26.2987 - output25_mean_squared_error: 30.9659 - output26_mean_squared_error: 16.6539 - output27_mean_squared_error: 33.4881 - output28_mean_squared_error: 28.6037 - output29_mean_squared_error: 38.6014 Epoch 439/2000 121/121 [==============================] - 0s 824us/step - loss: 773.6287 - output00_loss: 13.8243 - output01_loss: 18.9956 - output02_loss: 28.4124 - output03_loss: 39.5436 - output04_loss: 34.6981 - output05_loss: 20.8825 - output06_loss: 30.1040 - output07_loss: 31.6066 - output08_loss: 18.5719 - output09_loss: 23.8943 - output10_loss: 21.0225 - output11_loss: 23.1163 - output12_loss: 21.7922 - output13_loss: 31.1089 - output14_loss: 24.4369 - output15_loss: 34.5041 - output16_loss: 22.0714 - output17_loss: 30.1264 - output18_loss: 16.5178 - output19_loss: 14.3167 - output20_loss: 20.2422 - output21_loss: 36.5060 - output22_loss: 25.8459 - output23_loss: 16.9684 - output24_loss: 26.2816 - output25_loss: 30.9523 - output26_loss: 16.6447 - output27_loss: 33.4718 - output28_loss: 28.5885 - output29_loss: 38.5808 - output00_mean_squared_error: 13.8243 - output01_mean_squared_error: 18.9956 - output02_mean_squared_error: 28.4124 - output03_mean_squared_error: 39.5436 - output04_mean_squared_error: 34.6981 - output05_mean_squared_error: 20.8825 - output06_mean_squared_error: 30.1040 - output07_mean_squared_error: 31.6066 - output08_mean_squared_error: 18.5719 - output09_mean_squared_error: 23.8943 - output10_mean_squared_error: 21.0225 - output11_mean_squared_error: 23.1163 - output12_mean_squared_error: 21.7922 - output13_mean_squared_error: 31.1089 - output14_mean_squared_error: 24.4369 - output15_mean_squared_error: 34.5041 - output16_mean_squared_error: 22.0714 - output17_mean_squared_error: 30.1264 - output18_mean_squared_error: 16.5178 - output19_mean_squared_error: 14.3167 - output20_mean_squared_error: 20.2422 - output21_mean_squared_error: 36.5060 - output22_mean_squared_error: 25.8459 - output23_mean_squared_error: 16.9684 - output24_mean_squared_error: 26.2816 - output25_mean_squared_error: 30.9523 - output26_mean_squared_error: 16.6447 - output27_mean_squared_error: 33.4718 - output28_mean_squared_error: 28.5885 - output29_mean_squared_error: 38.5808 Epoch 440/2000 121/121 [==============================] - 0s 776us/step - loss: 773.1538 - output00_loss: 13.8175 - output01_loss: 18.9810 - output02_loss: 28.3926 - output03_loss: 39.5205 - output04_loss: 34.6827 - output05_loss: 20.8704 - output06_loss: 30.0828 - output07_loss: 31.5788 - output08_loss: 18.5569 - output09_loss: 23.8735 - output10_loss: 21.0145 - output11_loss: 23.1042 - output12_loss: 21.7740 - output13_loss: 31.0968 - output14_loss: 24.4216 - output15_loss: 34.4885 - output16_loss: 22.0643 - output17_loss: 30.0937 - output18_loss: 16.5060 - output19_loss: 14.3100 - output20_loss: 20.2218 - output21_loss: 36.4798 - output22_loss: 25.8328 - output23_loss: 16.9612 - output24_loss: 26.2646 - output25_loss: 30.9388 - output26_loss: 16.6354 - output27_loss: 33.4555 - output28_loss: 28.5733 - output29_loss: 38.5603 - output00_mean_squared_error: 13.8175 - output01_mean_squared_error: 18.9810 - output02_mean_squared_error: 28.3926 - output03_mean_squared_error: 39.5205 - output04_mean_squared_error: 34.6827 - output05_mean_squared_error: 20.8704 - output06_mean_squared_error: 30.0828 - output07_mean_squared_error: 31.5788 - output08_mean_squared_error: 18.5569 - output09_mean_squared_error: 23.8735 - output10_mean_squared_error: 21.0145 - output11_mean_squared_error: 23.1042 - output12_mean_squared_error: 21.7740 - output13_mean_squared_error: 31.0968 - output14_mean_squared_error: 24.4216 - output15_mean_squared_error: 34.4885 - output16_mean_squared_error: 22.0643 - output17_mean_squared_error: 30.0937 - output18_mean_squared_error: 16.5060 - output19_mean_squared_error: 14.3100 - output20_mean_squared_error: 20.2218 - output21_mean_squared_error: 36.4798 - output22_mean_squared_error: 25.8328 - output23_mean_squared_error: 16.9612 - output24_mean_squared_error: 26.2646 - output25_mean_squared_error: 30.9388 - output26_mean_squared_error: 16.6354 - output27_mean_squared_error: 33.4555 - output28_mean_squared_error: 28.5733 - output29_mean_squared_error: 38.5603 Epoch 441/2000 121/121 [==============================] - 0s 1ms/step - loss: 772.6806 - output00_loss: 13.8107 - output01_loss: 18.9664 - output02_loss: 28.3729 - output03_loss: 39.4975 - output04_loss: 34.6674 - output05_loss: 20.8584 - output06_loss: 30.0616 - output07_loss: 31.5511 - output08_loss: 18.5419 - output09_loss: 23.8529 - output10_loss: 21.0065 - output11_loss: 23.0921 - output12_loss: 21.7558 - output13_loss: 31.0847 - output14_loss: 24.4064 - output15_loss: 34.4729 - output16_loss: 22.0572 - output17_loss: 30.0611 - output18_loss: 16.4942 - output19_loss: 14.3033 - output20_loss: 20.2015 - output21_loss: 36.4537 - output22_loss: 25.8197 - output23_loss: 16.9541 - output24_loss: 26.2477 - output25_loss: 30.9254 - output26_loss: 16.6262 - output27_loss: 33.4393 - output28_loss: 28.5581 - output29_loss: 38.5398 - output00_mean_squared_error: 13.8107 - output01_mean_squared_error: 18.9664 - output02_mean_squared_error: 28.3729 - output03_mean_squared_error: 39.4975 - output04_mean_squared_error: 34.6674 - output05_mean_squared_error: 20.8584 - output06_mean_squared_error: 30.0616 - output07_mean_squared_error: 31.5511 - output08_mean_squared_error: 18.5419 - output09_mean_squared_error: 23.8529 - output10_mean_squared_error: 21.0065 - output11_mean_squared_error: 23.0921 - output12_mean_squared_error: 21.7558 - output13_mean_squared_error: 31.0847 - output14_mean_squared_error: 24.4064 - output15_mean_squared_error: 34.4729 - output16_mean_squared_error: 22.0572 - output17_mean_squared_error: 30.0611 - output18_mean_squared_error: 16.4942 - output19_mean_squared_error: 14.3033 - output20_mean_squared_error: 20.2015 - output21_mean_squared_error: 36.4537 - output22_mean_squared_error: 25.8197 - output23_mean_squared_error: 16.9541 - output24_mean_squared_error: 26.2477 - output25_mean_squared_error: 30.9254 - output26_mean_squared_error: 16.6262 - output27_mean_squared_error: 33.4393 - output28_mean_squared_error: 28.5581 - output29_mean_squared_error: 38.5398 Epoch 442/2000 121/121 [==============================] - 0s 1ms/step - loss: 772.2086 - output00_loss: 13.8040 - output01_loss: 18.9518 - output02_loss: 28.3532 - output03_loss: 39.4745 - output04_loss: 34.6520 - output05_loss: 20.8465 - output06_loss: 30.0404 - output07_loss: 31.5236 - output08_loss: 18.5269 - output09_loss: 23.8324 - output10_loss: 20.9986 - output11_loss: 23.0800 - output12_loss: 21.7377 - output13_loss: 31.0726 - output14_loss: 24.3912 - output15_loss: 34.4574 - output16_loss: 22.0502 - output17_loss: 30.0287 - output18_loss: 16.4825 - output19_loss: 14.2967 - output20_loss: 20.1812 - output21_loss: 36.4277 - output22_loss: 25.8067 - output23_loss: 16.9470 - output24_loss: 26.2308 - output25_loss: 30.9120 - output26_loss: 16.6170 - output27_loss: 33.4232 - output28_loss: 28.5430 - output29_loss: 38.5193 - output00_mean_squared_error: 13.8040 - output01_mean_squared_error: 18.9518 - output02_mean_squared_error: 28.3532 - output03_mean_squared_error: 39.4745 - output04_mean_squared_error: 34.6520 - output05_mean_squared_error: 20.8465 - output06_mean_squared_error: 30.0404 - output07_mean_squared_error: 31.5236 - output08_mean_squared_error: 18.5269 - output09_mean_squared_error: 23.8324 - output10_mean_squared_error: 20.9986 - output11_mean_squared_error: 23.0800 - output12_mean_squared_error: 21.7377 - output13_mean_squared_error: 31.0726 - output14_mean_squared_error: 24.3912 - output15_mean_squared_error: 34.4574 - output16_mean_squared_error: 22.0502 - output17_mean_squared_error: 30.0287 - output18_mean_squared_error: 16.4825 - output19_mean_squared_error: 14.2967 - output20_mean_squared_error: 20.1812 - output21_mean_squared_error: 36.4277 - output22_mean_squared_error: 25.8067 - output23_mean_squared_error: 16.9470 - output24_mean_squared_error: 26.2308 - output25_mean_squared_error: 30.9120 - output26_mean_squared_error: 16.6170 - output27_mean_squared_error: 33.4232 - output28_mean_squared_error: 28.5430 - output29_mean_squared_error: 38.5193 Epoch 443/2000 121/121 [==============================] - 0s 786us/step - loss: 771.7385 - output00_loss: 13.7973 - output01_loss: 18.9373 - output02_loss: 28.3336 - output03_loss: 39.4517 - output04_loss: 34.6367 - output05_loss: 20.8346 - output06_loss: 30.0192 - output07_loss: 31.4961 - output08_loss: 18.5120 - output09_loss: 23.8120 - output10_loss: 20.9906 - output11_loss: 23.0681 - output12_loss: 21.7197 - output13_loss: 31.0606 - output14_loss: 24.3760 - output15_loss: 34.4419 - output16_loss: 22.0432 - output17_loss: 29.9964 - output18_loss: 16.4708 - output19_loss: 14.2900 - output20_loss: 20.1610 - output21_loss: 36.4018 - output22_loss: 25.7937 - output23_loss: 16.9399 - output24_loss: 26.2140 - output25_loss: 30.8987 - output26_loss: 16.6079 - output27_loss: 33.4072 - output28_loss: 28.5278 - output29_loss: 38.4988 - output00_mean_squared_error: 13.7973 - output01_mean_squared_error: 18.9373 - output02_mean_squared_error: 28.3336 - output03_mean_squared_error: 39.4517 - output04_mean_squared_error: 34.6367 - output05_mean_squared_error: 20.8346 - output06_mean_squared_error: 30.0192 - output07_mean_squared_error: 31.4961 - output08_mean_squared_error: 18.5120 - output09_mean_squared_error: 23.8120 - output10_mean_squared_error: 20.9906 - output11_mean_squared_error: 23.0681 - output12_mean_squared_error: 21.7197 - output13_mean_squared_error: 31.0606 - output14_mean_squared_error: 24.3760 - output15_mean_squared_error: 34.4419 - output16_mean_squared_error: 22.0432 - output17_mean_squared_error: 29.9964 - output18_mean_squared_error: 16.4708 - output19_mean_squared_error: 14.2900 - output20_mean_squared_error: 20.1610 - output21_mean_squared_error: 36.4018 - output22_mean_squared_error: 25.7937 - output23_mean_squared_error: 16.9399 - output24_mean_squared_error: 26.2140 - output25_mean_squared_error: 30.8987 - output26_mean_squared_error: 16.6079 - output27_mean_squared_error: 33.4072 - output28_mean_squared_error: 28.5278 - output29_mean_squared_error: 38.4988 Epoch 444/2000 121/121 [==============================] - 0s 516us/step - loss: 771.2698 - output00_loss: 13.7906 - output01_loss: 18.9229 - output02_loss: 28.3141 - output03_loss: 39.4288 - output04_loss: 34.6214 - output05_loss: 20.8227 - output06_loss: 29.9980 - output07_loss: 31.4688 - output08_loss: 18.4972 - output09_loss: 23.7916 - output10_loss: 20.9827 - output11_loss: 23.0562 - output12_loss: 21.7018 - output13_loss: 31.0485 - output14_loss: 24.3608 - output15_loss: 34.4265 - output16_loss: 22.0362 - output17_loss: 29.9643 - output18_loss: 16.4593 - output19_loss: 14.2834 - output20_loss: 20.1408 - output21_loss: 36.3760 - output22_loss: 25.7807 - output23_loss: 16.9329 - output24_loss: 26.1973 - output25_loss: 30.8855 - output26_loss: 16.5988 - output27_loss: 33.3912 - output28_loss: 28.5127 - output29_loss: 38.4783 - output00_mean_squared_error: 13.7906 - output01_mean_squared_error: 18.9229 - output02_mean_squared_error: 28.3141 - output03_mean_squared_error: 39.4288 - output04_mean_squared_error: 34.6214 - output05_mean_squared_error: 20.8227 - output06_mean_squared_error: 29.9980 - output07_mean_squared_error: 31.4688 - output08_mean_squared_error: 18.4972 - output09_mean_squared_error: 23.7916 - output10_mean_squared_error: 20.9827 - output11_mean_squared_error: 23.0562 - output12_mean_squared_error: 21.7018 - output13_mean_squared_error: 31.0485 - output14_mean_squared_error: 24.3608 - output15_mean_squared_error: 34.4265 - output16_mean_squared_error: 22.0362 - output17_mean_squared_error: 29.9643 - output18_mean_squared_error: 16.4593 - output19_mean_squared_error: 14.2834 - output20_mean_squared_error: 20.1408 - output21_mean_squared_error: 36.3760 - output22_mean_squared_error: 25.7807 - output23_mean_squared_error: 16.9329 - output24_mean_squared_error: 26.1973 - output25_mean_squared_error: 30.8855 - output26_mean_squared_error: 16.5988 - output27_mean_squared_error: 33.3912 - output28_mean_squared_error: 28.5127 - output29_mean_squared_error: 38.4783 Epoch 445/2000 121/121 [==============================] - 0s 1ms/step - loss: 770.8027 - output00_loss: 13.7839 - output01_loss: 18.9084 - output02_loss: 28.2946 - output03_loss: 39.4061 - output04_loss: 34.6061 - output05_loss: 20.8110 - output06_loss: 29.9769 - output07_loss: 31.4415 - output08_loss: 18.4824 - output09_loss: 23.7714 - output10_loss: 20.9749 - output11_loss: 23.0443 - output12_loss: 21.6839 - output13_loss: 31.0365 - output14_loss: 24.3457 - output15_loss: 34.4110 - output16_loss: 22.0293 - output17_loss: 29.9323 - output18_loss: 16.4477 - output19_loss: 14.2768 - output20_loss: 20.1206 - output21_loss: 36.3503 - output22_loss: 25.7678 - output23_loss: 16.9259 - output24_loss: 26.1806 - output25_loss: 30.8723 - output26_loss: 16.5897 - output27_loss: 33.3752 - output28_loss: 28.4976 - output29_loss: 38.4579 - output00_mean_squared_error: 13.7839 - output01_mean_squared_error: 18.9084 - output02_mean_squared_error: 28.2946 - output03_mean_squared_error: 39.4061 - output04_mean_squared_error: 34.6061 - output05_mean_squared_error: 20.8110 - output06_mean_squared_error: 29.9769 - output07_mean_squared_error: 31.4415 - output08_mean_squared_error: 18.4824 - output09_mean_squared_error: 23.7714 - output10_mean_squared_error: 20.9749 - output11_mean_squared_error: 23.0443 - output12_mean_squared_error: 21.6839 - output13_mean_squared_error: 31.0365 - output14_mean_squared_error: 24.3457 - output15_mean_squared_error: 34.4110 - output16_mean_squared_error: 22.0293 - output17_mean_squared_error: 29.9323 - output18_mean_squared_error: 16.4477 - output19_mean_squared_error: 14.2768 - output20_mean_squared_error: 20.1206 - output21_mean_squared_error: 36.3503 - output22_mean_squared_error: 25.7678 - output23_mean_squared_error: 16.9259 - output24_mean_squared_error: 26.1806 - output25_mean_squared_error: 30.8723 - output26_mean_squared_error: 16.5897 - output27_mean_squared_error: 33.3752 - output28_mean_squared_error: 28.4976 - output29_mean_squared_error: 38.4579 Epoch 446/2000 121/121 [==============================] - 0s 729us/step - loss: 770.3372 - output00_loss: 13.7773 - output01_loss: 18.8941 - output02_loss: 28.2752 - output03_loss: 39.3834 - output04_loss: 34.5908 - output05_loss: 20.7993 - output06_loss: 29.9558 - output07_loss: 31.4144 - output08_loss: 18.4676 - output09_loss: 23.7512 - output10_loss: 20.9671 - output11_loss: 23.0325 - output12_loss: 21.6661 - output13_loss: 31.0245 - output14_loss: 24.3307 - output15_loss: 34.3957 - output16_loss: 22.0224 - output17_loss: 29.9004 - output18_loss: 16.4363 - output19_loss: 14.2702 - output20_loss: 20.1005 - output21_loss: 36.3247 - output22_loss: 25.7550 - output23_loss: 16.9189 - output24_loss: 26.1640 - output25_loss: 30.8592 - output26_loss: 16.5807 - output27_loss: 33.3593 - output28_loss: 28.4825 - output29_loss: 38.4375 - output00_mean_squared_error: 13.7773 - output01_mean_squared_error: 18.8941 - output02_mean_squared_error: 28.2752 - output03_mean_squared_error: 39.3834 - output04_mean_squared_error: 34.5908 - output05_mean_squared_error: 20.7993 - output06_mean_squared_error: 29.9558 - output07_mean_squared_error: 31.4144 - output08_mean_squared_error: 18.4676 - output09_mean_squared_error: 23.7512 - output10_mean_squared_error: 20.9671 - output11_mean_squared_error: 23.0325 - output12_mean_squared_error: 21.6661 - output13_mean_squared_error: 31.0245 - output14_mean_squared_error: 24.3307 - output15_mean_squared_error: 34.3957 - output16_mean_squared_error: 22.0224 - output17_mean_squared_error: 29.9004 - output18_mean_squared_error: 16.4363 - output19_mean_squared_error: 14.2702 - output20_mean_squared_error: 20.1005 - output21_mean_squared_error: 36.3247 - output22_mean_squared_error: 25.7550 - output23_mean_squared_error: 16.9189 - output24_mean_squared_error: 26.1640 - output25_mean_squared_error: 30.8592 - output26_mean_squared_error: 16.5807 - output27_mean_squared_error: 33.3593 - output28_mean_squared_error: 28.4825 - output29_mean_squared_error: 38.4375 Epoch 447/2000 121/121 [==============================] - 0s 1ms/step - loss: 769.8732 - output00_loss: 13.7707 - output01_loss: 18.8797 - output02_loss: 28.2559 - output03_loss: 39.3608 - output04_loss: 34.5756 - output05_loss: 20.7876 - output06_loss: 29.9347 - output07_loss: 31.3874 - output08_loss: 18.4529 - output09_loss: 23.7312 - output10_loss: 20.9593 - output11_loss: 23.0208 - output12_loss: 21.6484 - output13_loss: 31.0125 - output14_loss: 24.3156 - output15_loss: 34.3803 - output16_loss: 22.0156 - output17_loss: 29.8687 - output18_loss: 16.4249 - output19_loss: 14.2636 - output20_loss: 20.0804 - output21_loss: 36.2992 - output22_loss: 25.7422 - output23_loss: 16.9120 - output24_loss: 26.1474 - output25_loss: 30.8461 - output26_loss: 16.5717 - output27_loss: 33.3435 - output28_loss: 28.4674 - output29_loss: 38.4170 - output00_mean_squared_error: 13.7707 - output01_mean_squared_error: 18.8797 - output02_mean_squared_error: 28.2559 - output03_mean_squared_error: 39.3608 - output04_mean_squared_error: 34.5756 - output05_mean_squared_error: 20.7876 - output06_mean_squared_error: 29.9347 - output07_mean_squared_error: 31.3874 - output08_mean_squared_error: 18.4529 - output09_mean_squared_error: 23.7312 - output10_mean_squared_error: 20.9593 - output11_mean_squared_error: 23.0208 - output12_mean_squared_error: 21.6484 - output13_mean_squared_error: 31.0125 - output14_mean_squared_error: 24.3156 - output15_mean_squared_error: 34.3803 - output16_mean_squared_error: 22.0156 - output17_mean_squared_error: 29.8687 - output18_mean_squared_error: 16.4249 - output19_mean_squared_error: 14.2636 - output20_mean_squared_error: 20.0804 - output21_mean_squared_error: 36.2992 - output22_mean_squared_error: 25.7422 - output23_mean_squared_error: 16.9120 - output24_mean_squared_error: 26.1474 - output25_mean_squared_error: 30.8461 - output26_mean_squared_error: 16.5717 - output27_mean_squared_error: 33.3435 - output28_mean_squared_error: 28.4674 - output29_mean_squared_error: 38.4170 Epoch 448/2000 121/121 [==============================] - 0s 957us/step - loss: 769.4107 - output00_loss: 13.7642 - output01_loss: 18.8654 - output02_loss: 28.2366 - output03_loss: 39.3382 - output04_loss: 34.5603 - output05_loss: 20.7760 - output06_loss: 29.9137 - output07_loss: 31.3605 - output08_loss: 18.4383 - output09_loss: 23.7112 - output10_loss: 20.9515 - output11_loss: 23.0091 - output12_loss: 21.6307 - output13_loss: 31.0006 - output14_loss: 24.3006 - output15_loss: 34.3650 - output16_loss: 22.0088 - output17_loss: 29.8371 - output18_loss: 16.4135 - output19_loss: 14.2570 - output20_loss: 20.0603 - output21_loss: 36.2738 - output22_loss: 25.7294 - output23_loss: 16.9051 - output24_loss: 26.1309 - output25_loss: 30.8331 - output26_loss: 16.5628 - output27_loss: 33.3278 - output28_loss: 28.4524 - output29_loss: 38.3967 - output00_mean_squared_error: 13.7642 - output01_mean_squared_error: 18.8654 - output02_mean_squared_error: 28.2366 - output03_mean_squared_error: 39.3382 - output04_mean_squared_error: 34.5603 - output05_mean_squared_error: 20.7760 - output06_mean_squared_error: 29.9137 - output07_mean_squared_error: 31.3605 - output08_mean_squared_error: 18.4383 - output09_mean_squared_error: 23.7112 - output10_mean_squared_error: 20.9515 - output11_mean_squared_error: 23.0091 - output12_mean_squared_error: 21.6307 - output13_mean_squared_error: 31.0006 - output14_mean_squared_error: 24.3006 - output15_mean_squared_error: 34.3650 - output16_mean_squared_error: 22.0088 - output17_mean_squared_error: 29.8371 - output18_mean_squared_error: 16.4135 - output19_mean_squared_error: 14.2570 - output20_mean_squared_error: 20.0603 - output21_mean_squared_error: 36.2738 - output22_mean_squared_error: 25.7294 - output23_mean_squared_error: 16.9051 - output24_mean_squared_error: 26.1309 - output25_mean_squared_error: 30.8331 - output26_mean_squared_error: 16.5628 - output27_mean_squared_error: 33.3278 - output28_mean_squared_error: 28.4524 - output29_mean_squared_error: 38.3967 Epoch 449/2000 121/121 [==============================] - 0s 584us/step - loss: 768.9496 - output00_loss: 13.7576 - output01_loss: 18.8511 - output02_loss: 28.2174 - output03_loss: 39.3157 - output04_loss: 34.5451 - output05_loss: 20.7645 - output06_loss: 29.8927 - output07_loss: 31.3336 - output08_loss: 18.4237 - output09_loss: 23.6913 - output10_loss: 20.9438 - output11_loss: 22.9975 - output12_loss: 21.6131 - output13_loss: 30.9886 - output14_loss: 24.2857 - output15_loss: 34.3497 - output16_loss: 22.0021 - output17_loss: 29.8057 - output18_loss: 16.4022 - output19_loss: 14.2504 - output20_loss: 20.0403 - output21_loss: 36.2484 - output22_loss: 25.7167 - output23_loss: 16.8982 - output24_loss: 26.1145 - output25_loss: 30.8202 - output26_loss: 16.5539 - output27_loss: 33.3121 - output28_loss: 28.4373 - output29_loss: 38.3763 - output00_mean_squared_error: 13.7576 - output01_mean_squared_error: 18.8511 - output02_mean_squared_error: 28.2174 - output03_mean_squared_error: 39.3157 - output04_mean_squared_error: 34.5451 - output05_mean_squared_error: 20.7645 - output06_mean_squared_error: 29.8927 - output07_mean_squared_error: 31.3336 - output08_mean_squared_error: 18.4237 - output09_mean_squared_error: 23.6913 - output10_mean_squared_error: 20.9438 - output11_mean_squared_error: 22.9975 - output12_mean_squared_error: 21.6131 - output13_mean_squared_error: 30.9886 - output14_mean_squared_error: 24.2857 - output15_mean_squared_error: 34.3497 - output16_mean_squared_error: 22.0021 - output17_mean_squared_error: 29.8057 - output18_mean_squared_error: 16.4022 - output19_mean_squared_error: 14.2504 - output20_mean_squared_error: 20.0403 - output21_mean_squared_error: 36.2484 - output22_mean_squared_error: 25.7167 - output23_mean_squared_error: 16.8982 - output24_mean_squared_error: 26.1145 - output25_mean_squared_error: 30.8202 - output26_mean_squared_error: 16.5539 - output27_mean_squared_error: 33.3121 - output28_mean_squared_error: 28.4373 - output29_mean_squared_error: 38.3763 Epoch 450/2000 121/121 [==============================] - 0s 638us/step - loss: 768.4903 - output00_loss: 13.7511 - output01_loss: 18.8369 - output02_loss: 28.1982 - output03_loss: 39.2933 - output04_loss: 34.5299 - output05_loss: 20.7531 - output06_loss: 29.8717 - output07_loss: 31.3069 - output08_loss: 18.4092 - output09_loss: 23.6715 - output10_loss: 20.9361 - output11_loss: 22.9859 - output12_loss: 21.5956 - output13_loss: 30.9767 - output14_loss: 24.2707 - output15_loss: 34.3345 - output16_loss: 21.9954 - output17_loss: 29.7744 - output18_loss: 16.3910 - output19_loss: 14.2438 - output20_loss: 20.0204 - output21_loss: 36.2232 - output22_loss: 25.7040 - output23_loss: 16.8914 - output24_loss: 26.0982 - output25_loss: 30.8073 - output26_loss: 16.5450 - output27_loss: 33.2965 - output28_loss: 28.4223 - output29_loss: 38.3559 - output00_mean_squared_error: 13.7511 - output01_mean_squared_error: 18.8369 - output02_mean_squared_error: 28.1982 - output03_mean_squared_error: 39.2933 - output04_mean_squared_error: 34.5299 - output05_mean_squared_error: 20.7531 - output06_mean_squared_error: 29.8717 - output07_mean_squared_error: 31.3069 - output08_mean_squared_error: 18.4092 - output09_mean_squared_error: 23.6715 - output10_mean_squared_error: 20.9361 - output11_mean_squared_error: 22.9859 - output12_mean_squared_error: 21.5956 - output13_mean_squared_error: 30.9767 - output14_mean_squared_error: 24.2707 - output15_mean_squared_error: 34.3345 - output16_mean_squared_error: 21.9954 - output17_mean_squared_error: 29.7744 - output18_mean_squared_error: 16.3910 - output19_mean_squared_error: 14.2438 - output20_mean_squared_error: 20.0204 - output21_mean_squared_error: 36.2232 - output22_mean_squared_error: 25.7040 - output23_mean_squared_error: 16.8914 - output24_mean_squared_error: 26.0982 - output25_mean_squared_error: 30.8073 - output26_mean_squared_error: 16.5450 - output27_mean_squared_error: 33.2965 - output28_mean_squared_error: 28.4223 - output29_mean_squared_error: 38.3559 Epoch 451/2000 121/121 [==============================] - 0s 904us/step - loss: 768.0322 - output00_loss: 13.7447 - output01_loss: 18.8227 - output02_loss: 28.1791 - output03_loss: 39.2709 - output04_loss: 34.5147 - output05_loss: 20.7417 - output06_loss: 29.8508 - output07_loss: 31.2803 - output08_loss: 18.3947 - output09_loss: 23.6518 - output10_loss: 20.9285 - output11_loss: 22.9744 - output12_loss: 21.5781 - output13_loss: 30.9648 - output14_loss: 24.2558 - output15_loss: 34.3193 - output16_loss: 21.9887 - output17_loss: 29.7433 - output18_loss: 16.3799 - output19_loss: 14.2372 - output20_loss: 20.0005 - output21_loss: 36.1981 - output22_loss: 25.6914 - output23_loss: 16.8846 - output24_loss: 26.0819 - output25_loss: 30.7945 - output26_loss: 16.5362 - output27_loss: 33.2809 - output28_loss: 28.4073 - output29_loss: 38.3356 - output00_mean_squared_error: 13.7447 - output01_mean_squared_error: 18.8227 - output02_mean_squared_error: 28.1791 - output03_mean_squared_error: 39.2709 - output04_mean_squared_error: 34.5147 - output05_mean_squared_error: 20.7417 - output06_mean_squared_error: 29.8508 - output07_mean_squared_error: 31.2803 - output08_mean_squared_error: 18.3947 - output09_mean_squared_error: 23.6518 - output10_mean_squared_error: 20.9285 - output11_mean_squared_error: 22.9744 - output12_mean_squared_error: 21.5781 - output13_mean_squared_error: 30.9648 - output14_mean_squared_error: 24.2558 - output15_mean_squared_error: 34.3193 - output16_mean_squared_error: 21.9887 - output17_mean_squared_error: 29.7433 - output18_mean_squared_error: 16.3799 - output19_mean_squared_error: 14.2372 - output20_mean_squared_error: 20.0005 - output21_mean_squared_error: 36.1981 - output22_mean_squared_error: 25.6914 - output23_mean_squared_error: 16.8846 - output24_mean_squared_error: 26.0819 - output25_mean_squared_error: 30.7945 - output26_mean_squared_error: 16.5362 - output27_mean_squared_error: 33.2809 - output28_mean_squared_error: 28.4073 - output29_mean_squared_error: 38.3356 Epoch 452/2000 121/121 [==============================] - 0s 1ms/step - loss: 767.5758 - output00_loss: 13.7382 - output01_loss: 18.8086 - output02_loss: 28.1601 - output03_loss: 39.2486 - output04_loss: 34.4995 - output05_loss: 20.7304 - output06_loss: 29.8298 - output07_loss: 31.2538 - output08_loss: 18.3802 - output09_loss: 23.6322 - output10_loss: 20.9209 - output11_loss: 22.9630 - output12_loss: 21.5607 - output13_loss: 30.9530 - output14_loss: 24.2410 - output15_loss: 34.3041 - output16_loss: 21.9820 - output17_loss: 29.7123 - output18_loss: 16.3688 - output19_loss: 14.2307 - output20_loss: 19.9806 - output21_loss: 36.1730 - output22_loss: 25.6788 - output23_loss: 16.8779 - output24_loss: 26.0657 - output25_loss: 30.7817 - output26_loss: 16.5274 - output27_loss: 33.2654 - output28_loss: 28.3923 - output29_loss: 38.3153 - output00_mean_squared_error: 13.7382 - output01_mean_squared_error: 18.8086 - output02_mean_squared_error: 28.1601 - output03_mean_squared_error: 39.2486 - output04_mean_squared_error: 34.4995 - output05_mean_squared_error: 20.7304 - output06_mean_squared_error: 29.8298 - output07_mean_squared_error: 31.2538 - output08_mean_squared_error: 18.3802 - output09_mean_squared_error: 23.6322 - output10_mean_squared_error: 20.9209 - output11_mean_squared_error: 22.9630 - output12_mean_squared_error: 21.5607 - output13_mean_squared_error: 30.9530 - output14_mean_squared_error: 24.2410 - output15_mean_squared_error: 34.3041 - output16_mean_squared_error: 21.9820 - output17_mean_squared_error: 29.7123 - output18_mean_squared_error: 16.3688 - output19_mean_squared_error: 14.2307 - output20_mean_squared_error: 19.9806 - output21_mean_squared_error: 36.1730 - output22_mean_squared_error: 25.6788 - output23_mean_squared_error: 16.8779 - output24_mean_squared_error: 26.0657 - output25_mean_squared_error: 30.7817 - output26_mean_squared_error: 16.5274 - output27_mean_squared_error: 33.2654 - output28_mean_squared_error: 28.3923 - output29_mean_squared_error: 38.3153 Epoch 453/2000 121/121 [==============================] - 0s 850us/step - loss: 767.1210 - output00_loss: 13.7318 - output01_loss: 18.7945 - output02_loss: 28.1411 - output03_loss: 39.2263 - output04_loss: 34.4843 - output05_loss: 20.7191 - output06_loss: 29.8089 - output07_loss: 31.2273 - output08_loss: 18.3658 - output09_loss: 23.6127 - output10_loss: 20.9133 - output11_loss: 22.9516 - output12_loss: 21.5433 - output13_loss: 30.9411 - output14_loss: 24.2262 - output15_loss: 34.2890 - output16_loss: 21.9754 - output17_loss: 29.6814 - output18_loss: 16.3577 - output19_loss: 14.2241 - output20_loss: 19.9608 - output21_loss: 36.1481 - output22_loss: 25.6663 - output23_loss: 16.8711 - output24_loss: 26.0495 - output25_loss: 30.7691 - output26_loss: 16.5187 - output27_loss: 33.2499 - output28_loss: 28.3774 - output29_loss: 38.2950 - output00_mean_squared_error: 13.7318 - output01_mean_squared_error: 18.7945 - output02_mean_squared_error: 28.1411 - output03_mean_squared_error: 39.2263 - output04_mean_squared_error: 34.4843 - output05_mean_squared_error: 20.7191 - output06_mean_squared_error: 29.8089 - output07_mean_squared_error: 31.2273 - output08_mean_squared_error: 18.3658 - output09_mean_squared_error: 23.6127 - output10_mean_squared_error: 20.9133 - output11_mean_squared_error: 22.9516 - output12_mean_squared_error: 21.5433 - output13_mean_squared_error: 30.9411 - output14_mean_squared_error: 24.2262 - output15_mean_squared_error: 34.2890 - output16_mean_squared_error: 21.9754 - output17_mean_squared_error: 29.6814 - output18_mean_squared_error: 16.3577 - output19_mean_squared_error: 14.2241 - output20_mean_squared_error: 19.9608 - output21_mean_squared_error: 36.1481 - output22_mean_squared_error: 25.6663 - output23_mean_squared_error: 16.8711 - output24_mean_squared_error: 26.0495 - output25_mean_squared_error: 30.7691 - output26_mean_squared_error: 16.5187 - output27_mean_squared_error: 33.2499 - output28_mean_squared_error: 28.3774 - output29_mean_squared_error: 38.2950 Epoch 454/2000 121/121 [==============================] - 0s 489us/step - loss: 766.6673 - output00_loss: 13.7254 - output01_loss: 18.7804 - output02_loss: 28.1222 - output03_loss: 39.2041 - output04_loss: 34.4692 - output05_loss: 20.7079 - output06_loss: 29.7880 - output07_loss: 31.2010 - output08_loss: 18.3515 - output09_loss: 23.5933 - output10_loss: 20.9057 - output11_loss: 22.9403 - output12_loss: 21.5260 - output13_loss: 30.9293 - output14_loss: 24.2114 - output15_loss: 34.2739 - output16_loss: 21.9689 - output17_loss: 29.6507 - output18_loss: 16.3467 - output19_loss: 14.2176 - output20_loss: 19.9410 - output21_loss: 36.1232 - output22_loss: 25.6538 - output23_loss: 16.8645 - output24_loss: 26.0334 - output25_loss: 30.7564 - output26_loss: 16.5099 - output27_loss: 33.2345 - output28_loss: 28.3624 - output29_loss: 38.2747 - output00_mean_squared_error: 13.7254 - output01_mean_squared_error: 18.7804 - output02_mean_squared_error: 28.1222 - output03_mean_squared_error: 39.2041 - output04_mean_squared_error: 34.4692 - output05_mean_squared_error: 20.7079 - output06_mean_squared_error: 29.7880 - output07_mean_squared_error: 31.2010 - output08_mean_squared_error: 18.3515 - output09_mean_squared_error: 23.5933 - output10_mean_squared_error: 20.9057 - output11_mean_squared_error: 22.9403 - output12_mean_squared_error: 21.5260 - output13_mean_squared_error: 30.9293 - output14_mean_squared_error: 24.2114 - output15_mean_squared_error: 34.2739 - output16_mean_squared_error: 21.9689 - output17_mean_squared_error: 29.6507 - output18_mean_squared_error: 16.3467 - output19_mean_squared_error: 14.2176 - output20_mean_squared_error: 19.9410 - output21_mean_squared_error: 36.1232 - output22_mean_squared_error: 25.6538 - output23_mean_squared_error: 16.8645 - output24_mean_squared_error: 26.0334 - output25_mean_squared_error: 30.7564 - output26_mean_squared_error: 16.5099 - output27_mean_squared_error: 33.2345 - output28_mean_squared_error: 28.3624 - output29_mean_squared_error: 38.2747 Epoch 455/2000 121/121 [==============================] - 0s 1ms/step - loss: 766.2154 - output00_loss: 13.7191 - output01_loss: 18.7664 - output02_loss: 28.1033 - output03_loss: 39.1820 - output04_loss: 34.4540 - output05_loss: 20.6968 - output06_loss: 29.7672 - output07_loss: 31.1748 - output08_loss: 18.3372 - output09_loss: 23.5739 - output10_loss: 20.8982 - output11_loss: 22.9290 - output12_loss: 21.5088 - output13_loss: 30.9175 - output14_loss: 24.1966 - output15_loss: 34.2588 - output16_loss: 21.9624 - output17_loss: 29.6201 - output18_loss: 16.3358 - output19_loss: 14.2110 - output20_loss: 19.9213 - output21_loss: 36.0985 - output22_loss: 25.6414 - output23_loss: 16.8578 - output24_loss: 26.0174 - output25_loss: 30.7439 - output26_loss: 16.5013 - output27_loss: 33.2192 - output28_loss: 28.3475 - output29_loss: 38.2544 - output00_mean_squared_error: 13.7191 - output01_mean_squared_error: 18.7664 - output02_mean_squared_error: 28.1033 - output03_mean_squared_error: 39.1820 - output04_mean_squared_error: 34.4540 - output05_mean_squared_error: 20.6968 - output06_mean_squared_error: 29.7672 - output07_mean_squared_error: 31.1748 - output08_mean_squared_error: 18.3372 - output09_mean_squared_error: 23.5739 - output10_mean_squared_error: 20.8982 - output11_mean_squared_error: 22.9290 - output12_mean_squared_error: 21.5088 - output13_mean_squared_error: 30.9175 - output14_mean_squared_error: 24.1966 - output15_mean_squared_error: 34.2588 - output16_mean_squared_error: 21.9624 - output17_mean_squared_error: 29.6201 - output18_mean_squared_error: 16.3358 - output19_mean_squared_error: 14.2110 - output20_mean_squared_error: 19.9213 - output21_mean_squared_error: 36.0985 - output22_mean_squared_error: 25.6414 - output23_mean_squared_error: 16.8578 - output24_mean_squared_error: 26.0174 - output25_mean_squared_error: 30.7439 - output26_mean_squared_error: 16.5013 - output27_mean_squared_error: 33.2192 - output28_mean_squared_error: 28.3475 - output29_mean_squared_error: 38.2544 Epoch 456/2000 121/121 [==============================] - 0s 975us/step - loss: 765.7650 - output00_loss: 13.7127 - output01_loss: 18.7524 - output02_loss: 28.0845 - output03_loss: 39.1600 - output04_loss: 34.4389 - output05_loss: 20.6857 - output06_loss: 29.7464 - output07_loss: 31.1487 - output08_loss: 18.3230 - output09_loss: 23.5547 - output10_loss: 20.8907 - output11_loss: 22.9178 - output12_loss: 21.4916 - output13_loss: 30.9057 - output14_loss: 24.1819 - output15_loss: 34.2438 - output16_loss: 21.9559 - output17_loss: 29.5896 - output18_loss: 16.3249 - output19_loss: 14.2045 - output20_loss: 19.9016 - output21_loss: 36.0738 - output22_loss: 25.6290 - output23_loss: 16.8512 - output24_loss: 26.0014 - output25_loss: 30.7313 - output26_loss: 16.4926 - output27_loss: 33.2039 - output28_loss: 28.3326 - output29_loss: 38.2342 - output00_mean_squared_error: 13.7127 - output01_mean_squared_error: 18.7524 - output02_mean_squared_error: 28.0845 - output03_mean_squared_error: 39.1600 - output04_mean_squared_error: 34.4389 - output05_mean_squared_error: 20.6857 - output06_mean_squared_error: 29.7464 - output07_mean_squared_error: 31.1487 - output08_mean_squared_error: 18.3230 - output09_mean_squared_error: 23.5547 - output10_mean_squared_error: 20.8907 - output11_mean_squared_error: 22.9178 - output12_mean_squared_error: 21.4916 - output13_mean_squared_error: 30.9057 - output14_mean_squared_error: 24.1819 - output15_mean_squared_error: 34.2438 - output16_mean_squared_error: 21.9559 - output17_mean_squared_error: 29.5896 - output18_mean_squared_error: 16.3249 - output19_mean_squared_error: 14.2045 - output20_mean_squared_error: 19.9016 - output21_mean_squared_error: 36.0738 - output22_mean_squared_error: 25.6290 - output23_mean_squared_error: 16.8512 - output24_mean_squared_error: 26.0014 - output25_mean_squared_error: 30.7313 - output26_mean_squared_error: 16.4926 - output27_mean_squared_error: 33.2039 - output28_mean_squared_error: 28.3326 - output29_mean_squared_error: 38.2342 Epoch 457/2000 121/121 [==============================] - 0s 850us/step - loss: 765.3158 - output00_loss: 13.7064 - output01_loss: 18.7384 - output02_loss: 28.0658 - output03_loss: 39.1380 - output04_loss: 34.4238 - output05_loss: 20.6747 - output06_loss: 29.7256 - output07_loss: 31.1227 - output08_loss: 18.3088 - output09_loss: 23.5355 - output10_loss: 20.8832 - output11_loss: 22.9066 - output12_loss: 21.4745 - output13_loss: 30.8939 - output14_loss: 24.1672 - output15_loss: 34.2288 - output16_loss: 21.9494 - output17_loss: 29.5593 - output18_loss: 16.3141 - output19_loss: 14.1980 - output20_loss: 19.8819 - output21_loss: 36.0493 - output22_loss: 25.6166 - output23_loss: 16.8446 - output24_loss: 25.9855 - output25_loss: 30.7189 - output26_loss: 16.4840 - output27_loss: 33.1887 - output28_loss: 28.3177 - output29_loss: 38.2139 - output00_mean_squared_error: 13.7064 - output01_mean_squared_error: 18.7384 - output02_mean_squared_error: 28.0658 - output03_mean_squared_error: 39.1380 - output04_mean_squared_error: 34.4238 - output05_mean_squared_error: 20.6747 - output06_mean_squared_error: 29.7256 - output07_mean_squared_error: 31.1227 - output08_mean_squared_error: 18.3088 - output09_mean_squared_error: 23.5355 - output10_mean_squared_error: 20.8832 - output11_mean_squared_error: 22.9066 - output12_mean_squared_error: 21.4745 - output13_mean_squared_error: 30.8939 - output14_mean_squared_error: 24.1672 - output15_mean_squared_error: 34.2288 - output16_mean_squared_error: 21.9494 - output17_mean_squared_error: 29.5593 - output18_mean_squared_error: 16.3141 - output19_mean_squared_error: 14.1980 - output20_mean_squared_error: 19.8819 - output21_mean_squared_error: 36.0493 - output22_mean_squared_error: 25.6166 - output23_mean_squared_error: 16.8446 - output24_mean_squared_error: 25.9855 - output25_mean_squared_error: 30.7189 - output26_mean_squared_error: 16.4840 - output27_mean_squared_error: 33.1887 - output28_mean_squared_error: 28.3177 - output29_mean_squared_error: 38.2139 Epoch 458/2000 121/121 [==============================] - 0s 802us/step - loss: 764.8685 - output00_loss: 13.7002 - output01_loss: 18.7245 - output02_loss: 28.0471 - output03_loss: 39.1160 - output04_loss: 34.4087 - output05_loss: 20.6637 - output06_loss: 29.7048 - output07_loss: 31.0967 - output08_loss: 18.2947 - output09_loss: 23.5164 - output10_loss: 20.8758 - output11_loss: 22.8955 - output12_loss: 21.4575 - output13_loss: 30.8822 - output14_loss: 24.1525 - output15_loss: 34.2139 - output16_loss: 21.9430 - output17_loss: 29.5291 - output18_loss: 16.3034 - output19_loss: 14.1915 - output20_loss: 19.8623 - output21_loss: 36.0248 - output22_loss: 25.6043 - output23_loss: 16.8381 - output24_loss: 25.9696 - output25_loss: 30.7065 - output26_loss: 16.4755 - output27_loss: 33.1735 - output28_loss: 28.3028 - output29_loss: 38.1937 - output00_mean_squared_error: 13.7002 - output01_mean_squared_error: 18.7245 - output02_mean_squared_error: 28.0471 - output03_mean_squared_error: 39.1160 - output04_mean_squared_error: 34.4087 - output05_mean_squared_error: 20.6637 - output06_mean_squared_error: 29.7048 - output07_mean_squared_error: 31.0967 - output08_mean_squared_error: 18.2947 - output09_mean_squared_error: 23.5164 - output10_mean_squared_error: 20.8758 - output11_mean_squared_error: 22.8955 - output12_mean_squared_error: 21.4575 - output13_mean_squared_error: 30.8822 - output14_mean_squared_error: 24.1525 - output15_mean_squared_error: 34.2139 - output16_mean_squared_error: 21.9430 - output17_mean_squared_error: 29.5291 - output18_mean_squared_error: 16.3034 - output19_mean_squared_error: 14.1915 - output20_mean_squared_error: 19.8623 - output21_mean_squared_error: 36.0248 - output22_mean_squared_error: 25.6043 - output23_mean_squared_error: 16.8381 - output24_mean_squared_error: 25.9696 - output25_mean_squared_error: 30.7065 - output26_mean_squared_error: 16.4755 - output27_mean_squared_error: 33.1735 - output28_mean_squared_error: 28.3028 - output29_mean_squared_error: 38.1937 Epoch 459/2000 121/121 [==============================] - 0s 1ms/step - loss: 764.4222 - output00_loss: 13.6939 - output01_loss: 18.7106 - output02_loss: 28.0285 - output03_loss: 39.0941 - output04_loss: 34.3936 - output05_loss: 20.6528 - output06_loss: 29.6841 - output07_loss: 31.0709 - output08_loss: 18.2806 - output09_loss: 23.4974 - output10_loss: 20.8684 - output11_loss: 22.8844 - output12_loss: 21.4405 - output13_loss: 30.8704 - output14_loss: 24.1379 - output15_loss: 34.1989 - output16_loss: 21.9366 - output17_loss: 29.4991 - output18_loss: 16.2927 - output19_loss: 14.1850 - output20_loss: 19.8427 - output21_loss: 36.0004 - output22_loss: 25.5921 - output23_loss: 16.8315 - output24_loss: 25.9538 - output25_loss: 30.6942 - output26_loss: 16.4669 - output27_loss: 33.1584 - output28_loss: 28.2880 - output29_loss: 38.1735 - output00_mean_squared_error: 13.6939 - output01_mean_squared_error: 18.7106 - output02_mean_squared_error: 28.0285 - output03_mean_squared_error: 39.0941 - output04_mean_squared_error: 34.3936 - output05_mean_squared_error: 20.6528 - output06_mean_squared_error: 29.6841 - output07_mean_squared_error: 31.0709 - output08_mean_squared_error: 18.2806 - output09_mean_squared_error: 23.4974 - output10_mean_squared_error: 20.8684 - output11_mean_squared_error: 22.8844 - output12_mean_squared_error: 21.4405 - output13_mean_squared_error: 30.8704 - output14_mean_squared_error: 24.1379 - output15_mean_squared_error: 34.1989 - output16_mean_squared_error: 21.9366 - output17_mean_squared_error: 29.4991 - output18_mean_squared_error: 16.2927 - output19_mean_squared_error: 14.1850 - output20_mean_squared_error: 19.8427 - output21_mean_squared_error: 36.0004 - output22_mean_squared_error: 25.5921 - output23_mean_squared_error: 16.8315 - output24_mean_squared_error: 25.9538 - output25_mean_squared_error: 30.6942 - output26_mean_squared_error: 16.4669 - output27_mean_squared_error: 33.1584 - output28_mean_squared_error: 28.2880 - output29_mean_squared_error: 38.1735 Epoch 460/2000 121/121 [==============================] - 0s 2ms/step - loss: 763.9777 - output00_loss: 13.6877 - output01_loss: 18.6968 - output02_loss: 28.0100 - output03_loss: 39.0723 - output04_loss: 34.3786 - output05_loss: 20.6420 - output06_loss: 29.6634 - output07_loss: 31.0452 - output08_loss: 18.2665 - output09_loss: 23.4785 - output10_loss: 20.8610 - output11_loss: 22.8734 - output12_loss: 21.4236 - output13_loss: 30.8587 - output14_loss: 24.1233 - output15_loss: 34.1841 - output16_loss: 21.9303 - output17_loss: 29.4691 - output18_loss: 16.2821 - output19_loss: 14.1785 - output20_loss: 19.8232 - output21_loss: 35.9761 - output22_loss: 25.5799 - output23_loss: 16.8251 - output24_loss: 25.9381 - output25_loss: 30.6819 - output26_loss: 16.4585 - output27_loss: 33.1434 - output28_loss: 28.2731 - output29_loss: 38.1534 - output00_mean_squared_error: 13.6877 - output01_mean_squared_error: 18.6968 - output02_mean_squared_error: 28.0100 - output03_mean_squared_error: 39.0723 - output04_mean_squared_error: 34.3786 - output05_mean_squared_error: 20.6420 - output06_mean_squared_error: 29.6634 - output07_mean_squared_error: 31.0452 - output08_mean_squared_error: 18.2665 - output09_mean_squared_error: 23.4785 - output10_mean_squared_error: 20.8610 - output11_mean_squared_error: 22.8734 - output12_mean_squared_error: 21.4236 - output13_mean_squared_error: 30.8587 - output14_mean_squared_error: 24.1233 - output15_mean_squared_error: 34.1841 - output16_mean_squared_error: 21.9303 - output17_mean_squared_error: 29.4691 - output18_mean_squared_error: 16.2821 - output19_mean_squared_error: 14.1785 - output20_mean_squared_error: 19.8232 - output21_mean_squared_error: 35.9761 - output22_mean_squared_error: 25.5799 - output23_mean_squared_error: 16.8251 - output24_mean_squared_error: 25.9381 - output25_mean_squared_error: 30.6819 - output26_mean_squared_error: 16.4585 - output27_mean_squared_error: 33.1434 - output28_mean_squared_error: 28.2731 - output29_mean_squared_error: 38.1534 Epoch 461/2000 121/121 [==============================] - 0s 1ms/step - loss: 763.5347 - output00_loss: 13.6815 - output01_loss: 18.6830 - output02_loss: 27.9915 - output03_loss: 39.0506 - output04_loss: 34.3635 - output05_loss: 20.6312 - output06_loss: 29.6427 - output07_loss: 31.0196 - output08_loss: 18.2525 - output09_loss: 23.4597 - output10_loss: 20.8537 - output11_loss: 22.8624 - output12_loss: 21.4068 - output13_loss: 30.8470 - output14_loss: 24.1088 - output15_loss: 34.1692 - output16_loss: 21.9240 - output17_loss: 29.4394 - output18_loss: 16.2715 - output19_loss: 14.1720 - output20_loss: 19.8037 - output21_loss: 35.9519 - output22_loss: 25.5677 - output23_loss: 16.8186 - output24_loss: 25.9224 - output25_loss: 30.6697 - output26_loss: 16.4500 - output27_loss: 33.1284 - output28_loss: 28.2583 - output29_loss: 38.1332 - output00_mean_squared_error: 13.6815 - output01_mean_squared_error: 18.6830 - output02_mean_squared_error: 27.9915 - output03_mean_squared_error: 39.0506 - output04_mean_squared_error: 34.3635 - output05_mean_squared_error: 20.6312 - output06_mean_squared_error: 29.6427 - output07_mean_squared_error: 31.0196 - output08_mean_squared_error: 18.2525 - output09_mean_squared_error: 23.4597 - output10_mean_squared_error: 20.8537 - output11_mean_squared_error: 22.8624 - output12_mean_squared_error: 21.4068 - output13_mean_squared_error: 30.8470 - output14_mean_squared_error: 24.1088 - output15_mean_squared_error: 34.1692 - output16_mean_squared_error: 21.9240 - output17_mean_squared_error: 29.4394 - output18_mean_squared_error: 16.2715 - output19_mean_squared_error: 14.1720 - output20_mean_squared_error: 19.8037 - output21_mean_squared_error: 35.9519 - output22_mean_squared_error: 25.5677 - output23_mean_squared_error: 16.8186 - output24_mean_squared_error: 25.9224 - output25_mean_squared_error: 30.6697 - output26_mean_squared_error: 16.4500 - output27_mean_squared_error: 33.1284 - output28_mean_squared_error: 28.2583 - output29_mean_squared_error: 38.1332 Epoch 462/2000 121/121 [==============================] - 0s 402us/step - loss: 763.0929 - output00_loss: 13.6754 - output01_loss: 18.6692 - output02_loss: 27.9730 - output03_loss: 39.0289 - output04_loss: 34.3485 - output05_loss: 20.6205 - output06_loss: 29.6220 - output07_loss: 30.9940 - output08_loss: 18.2386 - output09_loss: 23.4410 - output10_loss: 20.8464 - output11_loss: 22.8515 - output12_loss: 21.3900 - output13_loss: 30.8354 - output14_loss: 24.0942 - output15_loss: 34.1544 - output16_loss: 21.9177 - output17_loss: 29.4097 - output18_loss: 16.2610 - output19_loss: 14.1656 - output20_loss: 19.7843 - output21_loss: 35.9278 - output22_loss: 25.5556 - output23_loss: 16.8122 - output24_loss: 25.9068 - output25_loss: 30.6575 - output26_loss: 16.4416 - output27_loss: 33.1135 - output28_loss: 28.2435 - output29_loss: 38.1131 - output00_mean_squared_error: 13.6754 - output01_mean_squared_error: 18.6692 - output02_mean_squared_error: 27.9730 - output03_mean_squared_error: 39.0289 - output04_mean_squared_error: 34.3485 - output05_mean_squared_error: 20.6205 - output06_mean_squared_error: 29.6220 - output07_mean_squared_error: 30.9940 - output08_mean_squared_error: 18.2386 - output09_mean_squared_error: 23.4410 - output10_mean_squared_error: 20.8464 - output11_mean_squared_error: 22.8515 - output12_mean_squared_error: 21.3900 - output13_mean_squared_error: 30.8354 - output14_mean_squared_error: 24.0942 - output15_mean_squared_error: 34.1544 - output16_mean_squared_error: 21.9177 - output17_mean_squared_error: 29.4097 - output18_mean_squared_error: 16.2610 - output19_mean_squared_error: 14.1656 - output20_mean_squared_error: 19.7843 - output21_mean_squared_error: 35.9278 - output22_mean_squared_error: 25.5556 - output23_mean_squared_error: 16.8122 - output24_mean_squared_error: 25.9068 - output25_mean_squared_error: 30.6575 - output26_mean_squared_error: 16.4416 - output27_mean_squared_error: 33.1135 - output28_mean_squared_error: 28.2435 - output29_mean_squared_error: 38.1131 Epoch 463/2000 121/121 [==============================] - 0s 534us/step - loss: 762.6525 - output00_loss: 13.6693 - output01_loss: 18.6555 - output02_loss: 27.9546 - output03_loss: 39.0073 - output04_loss: 34.3335 - output05_loss: 20.6098 - output06_loss: 29.6014 - output07_loss: 30.9686 - output08_loss: 18.2247 - output09_loss: 23.4224 - output10_loss: 20.8391 - output11_loss: 22.8407 - output12_loss: 21.3732 - output13_loss: 30.8237 - output14_loss: 24.0797 - output15_loss: 34.1396 - output16_loss: 21.9115 - output17_loss: 29.3802 - output18_loss: 16.2505 - output19_loss: 14.1591 - output20_loss: 19.7649 - output21_loss: 35.9038 - output22_loss: 25.5435 - output23_loss: 16.8058 - output24_loss: 25.8912 - output25_loss: 30.6454 - output26_loss: 16.4332 - output27_loss: 33.0986 - output28_loss: 28.2287 - output29_loss: 38.0930 - output00_mean_squared_error: 13.6693 - output01_mean_squared_error: 18.6555 - output02_mean_squared_error: 27.9546 - output03_mean_squared_error: 39.0073 - output04_mean_squared_error: 34.3335 - output05_mean_squared_error: 20.6098 - output06_mean_squared_error: 29.6014 - output07_mean_squared_error: 30.9686 - output08_mean_squared_error: 18.2247 - output09_mean_squared_error: 23.4224 - output10_mean_squared_error: 20.8391 - output11_mean_squared_error: 22.8407 - output12_mean_squared_error: 21.3732 - output13_mean_squared_error: 30.8237 - output14_mean_squared_error: 24.0797 - output15_mean_squared_error: 34.1396 - output16_mean_squared_error: 21.9115 - output17_mean_squared_error: 29.3802 - output18_mean_squared_error: 16.2505 - output19_mean_squared_error: 14.1591 - output20_mean_squared_error: 19.7649 - output21_mean_squared_error: 35.9038 - output22_mean_squared_error: 25.5435 - output23_mean_squared_error: 16.8058 - output24_mean_squared_error: 25.8912 - output25_mean_squared_error: 30.6454 - output26_mean_squared_error: 16.4332 - output27_mean_squared_error: 33.0986 - output28_mean_squared_error: 28.2287 - output29_mean_squared_error: 38.0930 Epoch 464/2000 121/121 [==============================] - 0s 868us/step - loss: 762.2137 - output00_loss: 13.6632 - output01_loss: 18.6418 - output02_loss: 27.9363 - output03_loss: 38.9857 - output04_loss: 34.3185 - output05_loss: 20.5992 - output06_loss: 29.5808 - output07_loss: 30.9433 - output08_loss: 18.2109 - output09_loss: 23.4038 - output10_loss: 20.8319 - output11_loss: 22.8299 - output12_loss: 21.3566 - output13_loss: 30.8121 - output14_loss: 24.0653 - output15_loss: 34.1248 - output16_loss: 21.9053 - output17_loss: 29.3508 - output18_loss: 16.2401 - output19_loss: 14.1527 - output20_loss: 19.7455 - output21_loss: 35.8798 - output22_loss: 25.5315 - output23_loss: 16.7995 - output24_loss: 25.8758 - output25_loss: 30.6334 - output26_loss: 16.4248 - output27_loss: 33.0838 - output28_loss: 28.2140 - output29_loss: 38.0729 - output00_mean_squared_error: 13.6632 - output01_mean_squared_error: 18.6418 - output02_mean_squared_error: 27.9363 - output03_mean_squared_error: 38.9857 - output04_mean_squared_error: 34.3185 - output05_mean_squared_error: 20.5992 - output06_mean_squared_error: 29.5808 - output07_mean_squared_error: 30.9433 - output08_mean_squared_error: 18.2109 - output09_mean_squared_error: 23.4038 - output10_mean_squared_error: 20.8319 - output11_mean_squared_error: 22.8299 - output12_mean_squared_error: 21.3566 - output13_mean_squared_error: 30.8121 - output14_mean_squared_error: 24.0653 - output15_mean_squared_error: 34.1248 - output16_mean_squared_error: 21.9053 - output17_mean_squared_error: 29.3508 - output18_mean_squared_error: 16.2401 - output19_mean_squared_error: 14.1527 - output20_mean_squared_error: 19.7455 - output21_mean_squared_error: 35.8798 - output22_mean_squared_error: 25.5315 - output23_mean_squared_error: 16.7995 - output24_mean_squared_error: 25.8758 - output25_mean_squared_error: 30.6334 - output26_mean_squared_error: 16.4248 - output27_mean_squared_error: 33.0838 - output28_mean_squared_error: 28.2140 - output29_mean_squared_error: 38.0729 Epoch 465/2000 121/121 [==============================] - 0s 1ms/step - loss: 761.7764 - output00_loss: 13.6571 - output01_loss: 18.6281 - output02_loss: 27.9181 - output03_loss: 38.9642 - output04_loss: 34.3035 - output05_loss: 20.5886 - output06_loss: 29.5602 - output07_loss: 30.9180 - output08_loss: 18.1971 - output09_loss: 23.3853 - output10_loss: 20.8246 - output11_loss: 22.8192 - output12_loss: 21.3400 - output13_loss: 30.8005 - output14_loss: 24.0509 - output15_loss: 34.1101 - output16_loss: 21.8992 - output17_loss: 29.3215 - output18_loss: 16.2298 - output19_loss: 14.1462 - output20_loss: 19.7262 - output21_loss: 35.8560 - output22_loss: 25.5195 - output23_loss: 16.7932 - output24_loss: 25.8603 - output25_loss: 30.6214 - output26_loss: 16.4165 - output27_loss: 33.0690 - output28_loss: 28.1992 - output29_loss: 38.0528 - output00_mean_squared_error: 13.6571 - output01_mean_squared_error: 18.6281 - output02_mean_squared_error: 27.9181 - output03_mean_squared_error: 38.9642 - output04_mean_squared_error: 34.3035 - output05_mean_squared_error: 20.5886 - output06_mean_squared_error: 29.5602 - output07_mean_squared_error: 30.9180 - output08_mean_squared_error: 18.1971 - output09_mean_squared_error: 23.3853 - output10_mean_squared_error: 20.8246 - output11_mean_squared_error: 22.8192 - output12_mean_squared_error: 21.3400 - output13_mean_squared_error: 30.8005 - output14_mean_squared_error: 24.0509 - output15_mean_squared_error: 34.1101 - output16_mean_squared_error: 21.8992 - output17_mean_squared_error: 29.3215 - output18_mean_squared_error: 16.2298 - output19_mean_squared_error: 14.1462 - output20_mean_squared_error: 19.7262 - output21_mean_squared_error: 35.8560 - output22_mean_squared_error: 25.5195 - output23_mean_squared_error: 16.7932 - output24_mean_squared_error: 25.8603 - output25_mean_squared_error: 30.6214 - output26_mean_squared_error: 16.4165 - output27_mean_squared_error: 33.0690 - output28_mean_squared_error: 28.1992 - output29_mean_squared_error: 38.0528 Epoch 466/2000 121/121 [==============================] - 0s 982us/step - loss: 761.3404 - output00_loss: 13.6511 - output01_loss: 18.6145 - output02_loss: 27.8999 - output03_loss: 38.9428 - output04_loss: 34.2885 - output05_loss: 20.5781 - output06_loss: 29.5397 - output07_loss: 30.8929 - output08_loss: 18.1833 - output09_loss: 23.3669 - output10_loss: 20.8174 - output11_loss: 22.8085 - output12_loss: 21.3234 - output13_loss: 30.7889 - output14_loss: 24.0365 - output15_loss: 34.0954 - output16_loss: 21.8931 - output17_loss: 29.2924 - output18_loss: 16.2195 - output19_loss: 14.1398 - output20_loss: 19.7069 - output21_loss: 35.8322 - output22_loss: 25.5075 - output23_loss: 16.7869 - output24_loss: 25.8449 - output25_loss: 30.6095 - output26_loss: 16.4083 - output27_loss: 33.0543 - output28_loss: 28.1845 - output29_loss: 38.0328 - output00_mean_squared_error: 13.6511 - output01_mean_squared_error: 18.6145 - output02_mean_squared_error: 27.8999 - output03_mean_squared_error: 38.9428 - output04_mean_squared_error: 34.2885 - output05_mean_squared_error: 20.5781 - output06_mean_squared_error: 29.5397 - output07_mean_squared_error: 30.8929 - output08_mean_squared_error: 18.1833 - output09_mean_squared_error: 23.3669 - output10_mean_squared_error: 20.8174 - output11_mean_squared_error: 22.8085 - output12_mean_squared_error: 21.3234 - output13_mean_squared_error: 30.7889 - output14_mean_squared_error: 24.0365 - output15_mean_squared_error: 34.0954 - output16_mean_squared_error: 21.8931 - output17_mean_squared_error: 29.2924 - output18_mean_squared_error: 16.2195 - output19_mean_squared_error: 14.1398 - output20_mean_squared_error: 19.7069 - output21_mean_squared_error: 35.8322 - output22_mean_squared_error: 25.5075 - output23_mean_squared_error: 16.7869 - output24_mean_squared_error: 25.8449 - output25_mean_squared_error: 30.6095 - output26_mean_squared_error: 16.4083 - output27_mean_squared_error: 33.0543 - output28_mean_squared_error: 28.1845 - output29_mean_squared_error: 38.0328 Epoch 467/2000 121/121 [==============================] - 0s 701us/step - loss: 760.9059 - output00_loss: 13.6451 - output01_loss: 18.6010 - output02_loss: 27.8817 - output03_loss: 38.9214 - output04_loss: 34.2736 - output05_loss: 20.5677 - output06_loss: 29.5192 - output07_loss: 30.8678 - output08_loss: 18.1696 - output09_loss: 23.3486 - output10_loss: 20.8103 - output11_loss: 22.7978 - output12_loss: 21.3069 - output13_loss: 30.7773 - output14_loss: 24.0221 - output15_loss: 34.0808 - output16_loss: 21.8870 - output17_loss: 29.2634 - output18_loss: 16.2092 - output19_loss: 14.1334 - output20_loss: 19.6877 - output21_loss: 35.8086 - output22_loss: 25.4956 - output23_loss: 16.7806 - output24_loss: 25.8296 - output25_loss: 30.5976 - output26_loss: 16.4000 - output27_loss: 33.0397 - output28_loss: 28.1698 - output29_loss: 38.0127 - output00_mean_squared_error: 13.6451 - output01_mean_squared_error: 18.6010 - output02_mean_squared_error: 27.8817 - output03_mean_squared_error: 38.9214 - output04_mean_squared_error: 34.2736 - output05_mean_squared_error: 20.5677 - output06_mean_squared_error: 29.5192 - output07_mean_squared_error: 30.8678 - output08_mean_squared_error: 18.1696 - output09_mean_squared_error: 23.3486 - output10_mean_squared_error: 20.8103 - output11_mean_squared_error: 22.7978 - output12_mean_squared_error: 21.3069 - output13_mean_squared_error: 30.7773 - output14_mean_squared_error: 24.0221 - output15_mean_squared_error: 34.0808 - output16_mean_squared_error: 21.8870 - output17_mean_squared_error: 29.2634 - output18_mean_squared_error: 16.2092 - output19_mean_squared_error: 14.1334 - output20_mean_squared_error: 19.6877 - output21_mean_squared_error: 35.8086 - output22_mean_squared_error: 25.4956 - output23_mean_squared_error: 16.7806 - output24_mean_squared_error: 25.8296 - output25_mean_squared_error: 30.5976 - output26_mean_squared_error: 16.4000 - output27_mean_squared_error: 33.0397 - output28_mean_squared_error: 28.1698 - output29_mean_squared_error: 38.0127 Epoch 468/2000 121/121 [==============================] - 0s 1ms/step - loss: 760.4727 - output00_loss: 13.6391 - output01_loss: 18.5874 - output02_loss: 27.8636 - output03_loss: 38.9001 - output04_loss: 34.2586 - output05_loss: 20.5573 - output06_loss: 29.4987 - output07_loss: 30.8428 - output08_loss: 18.1560 - output09_loss: 23.3304 - output10_loss: 20.8032 - output11_loss: 22.7872 - output12_loss: 21.2905 - output13_loss: 30.7658 - output14_loss: 24.0078 - output15_loss: 34.0662 - output16_loss: 21.8809 - output17_loss: 29.2345 - output18_loss: 16.1991 - output19_loss: 14.1270 - output20_loss: 19.6685 - output21_loss: 35.7850 - output22_loss: 25.4837 - output23_loss: 16.7744 - output24_loss: 25.8144 - output25_loss: 30.5858 - output26_loss: 16.3918 - output27_loss: 33.0251 - output28_loss: 28.1551 - output29_loss: 37.9927 - output00_mean_squared_error: 13.6391 - output01_mean_squared_error: 18.5874 - output02_mean_squared_error: 27.8636 - output03_mean_squared_error: 38.9001 - output04_mean_squared_error: 34.2586 - output05_mean_squared_error: 20.5573 - output06_mean_squared_error: 29.4987 - output07_mean_squared_error: 30.8428 - output08_mean_squared_error: 18.1560 - output09_mean_squared_error: 23.3304 - output10_mean_squared_error: 20.8032 - output11_mean_squared_error: 22.7872 - output12_mean_squared_error: 21.2905 - output13_mean_squared_error: 30.7658 - output14_mean_squared_error: 24.0078 - output15_mean_squared_error: 34.0662 - output16_mean_squared_error: 21.8809 - output17_mean_squared_error: 29.2345 - output18_mean_squared_error: 16.1991 - output19_mean_squared_error: 14.1270 - output20_mean_squared_error: 19.6685 - output21_mean_squared_error: 35.7850 - output22_mean_squared_error: 25.4837 - output23_mean_squared_error: 16.7744 - output24_mean_squared_error: 25.8144 - output25_mean_squared_error: 30.5858 - output26_mean_squared_error: 16.3918 - output27_mean_squared_error: 33.0251 - output28_mean_squared_error: 28.1551 - output29_mean_squared_error: 37.9927 Epoch 469/2000 121/121 [==============================] - 0s 992us/step - loss: 760.0410 - output00_loss: 13.6331 - output01_loss: 18.5739 - output02_loss: 27.8456 - output03_loss: 38.8788 - output04_loss: 34.2437 - output05_loss: 20.5470 - output06_loss: 29.4782 - output07_loss: 30.8180 - output08_loss: 18.1423 - output09_loss: 23.3123 - output10_loss: 20.7961 - output11_loss: 22.7767 - output12_loss: 21.2741 - output13_loss: 30.7543 - output14_loss: 23.9935 - output15_loss: 34.0516 - output16_loss: 21.8749 - output17_loss: 29.2058 - output18_loss: 16.1889 - output19_loss: 14.1206 - output20_loss: 19.6493 - output21_loss: 35.7615 - output22_loss: 25.4719 - output23_loss: 16.7682 - output24_loss: 25.7992 - output25_loss: 30.5740 - output26_loss: 16.3836 - output27_loss: 33.0105 - output28_loss: 28.1404 - output29_loss: 37.9727 - output00_mean_squared_error: 13.6331 - output01_mean_squared_error: 18.5739 - output02_mean_squared_error: 27.8456 - output03_mean_squared_error: 38.8788 - output04_mean_squared_error: 34.2437 - output05_mean_squared_error: 20.5470 - output06_mean_squared_error: 29.4782 - output07_mean_squared_error: 30.8180 - output08_mean_squared_error: 18.1423 - output09_mean_squared_error: 23.3123 - output10_mean_squared_error: 20.7961 - output11_mean_squared_error: 22.7767 - output12_mean_squared_error: 21.2741 - output13_mean_squared_error: 30.7543 - output14_mean_squared_error: 23.9935 - output15_mean_squared_error: 34.0516 - output16_mean_squared_error: 21.8749 - output17_mean_squared_error: 29.2058 - output18_mean_squared_error: 16.1889 - output19_mean_squared_error: 14.1206 - output20_mean_squared_error: 19.6493 - output21_mean_squared_error: 35.7615 - output22_mean_squared_error: 25.4719 - output23_mean_squared_error: 16.7682 - output24_mean_squared_error: 25.7992 - output25_mean_squared_error: 30.5740 - output26_mean_squared_error: 16.3836 - output27_mean_squared_error: 33.0105 - output28_mean_squared_error: 28.1404 - output29_mean_squared_error: 37.9727 Epoch 470/2000 121/121 [==============================] - 0s 2ms/step - loss: 759.6105 - output00_loss: 13.6272 - output01_loss: 18.5605 - output02_loss: 27.8276 - output03_loss: 38.8576 - output04_loss: 34.2288 - output05_loss: 20.5367 - output06_loss: 29.4578 - output07_loss: 30.7932 - output08_loss: 18.1288 - output09_loss: 23.2942 - output10_loss: 20.7890 - output11_loss: 22.7662 - output12_loss: 21.2578 - output13_loss: 30.7428 - output14_loss: 23.9792 - output15_loss: 34.0371 - output16_loss: 21.8689 - output17_loss: 29.1772 - output18_loss: 16.1789 - output19_loss: 14.1142 - output20_loss: 19.6302 - output21_loss: 35.7381 - output22_loss: 25.4602 - output23_loss: 16.7620 - output24_loss: 25.7840 - output25_loss: 30.5623 - output26_loss: 16.3755 - output27_loss: 32.9960 - output28_loss: 28.1257 - output29_loss: 37.9527 - output00_mean_squared_error: 13.6272 - output01_mean_squared_error: 18.5605 - output02_mean_squared_error: 27.8276 - output03_mean_squared_error: 38.8576 - output04_mean_squared_error: 34.2288 - output05_mean_squared_error: 20.5367 - output06_mean_squared_error: 29.4578 - output07_mean_squared_error: 30.7932 - output08_mean_squared_error: 18.1288 - output09_mean_squared_error: 23.2942 - output10_mean_squared_error: 20.7890 - output11_mean_squared_error: 22.7662 - output12_mean_squared_error: 21.2578 - output13_mean_squared_error: 30.7428 - output14_mean_squared_error: 23.9792 - output15_mean_squared_error: 34.0371 - output16_mean_squared_error: 21.8689 - output17_mean_squared_error: 29.1772 - output18_mean_squared_error: 16.1789 - output19_mean_squared_error: 14.1142 - output20_mean_squared_error: 19.6302 - output21_mean_squared_error: 35.7381 - output22_mean_squared_error: 25.4602 - output23_mean_squared_error: 16.7620 - output24_mean_squared_error: 25.7840 - output25_mean_squared_error: 30.5623 - output26_mean_squared_error: 16.3755 - output27_mean_squared_error: 32.9960 - output28_mean_squared_error: 28.1257 - output29_mean_squared_error: 37.9527 Epoch 471/2000 121/121 [==============================] - 0s 1ms/step - loss: 759.1816 - output00_loss: 13.6213 - output01_loss: 18.5470 - output02_loss: 27.8097 - output03_loss: 38.8365 - output04_loss: 34.2139 - output05_loss: 20.5265 - output06_loss: 29.4374 - output07_loss: 30.7685 - output08_loss: 18.1153 - output09_loss: 23.2763 - output10_loss: 20.7820 - output11_loss: 22.7558 - output12_loss: 21.2416 - output13_loss: 30.7313 - output14_loss: 23.9650 - output15_loss: 34.0225 - output16_loss: 21.8630 - output17_loss: 29.1487 - output18_loss: 16.1688 - output19_loss: 14.1078 - output20_loss: 19.6112 - output21_loss: 35.7148 - output22_loss: 25.4484 - output23_loss: 16.7559 - output24_loss: 25.7690 - output25_loss: 30.5506 - output26_loss: 16.3674 - output27_loss: 32.9816 - output28_loss: 28.1111 - output29_loss: 37.9328 - output00_mean_squared_error: 13.6213 - output01_mean_squared_error: 18.5470 - output02_mean_squared_error: 27.8097 - output03_mean_squared_error: 38.8365 - output04_mean_squared_error: 34.2139 - output05_mean_squared_error: 20.5265 - output06_mean_squared_error: 29.4374 - output07_mean_squared_error: 30.7685 - output08_mean_squared_error: 18.1153 - output09_mean_squared_error: 23.2763 - output10_mean_squared_error: 20.7820 - output11_mean_squared_error: 22.7558 - output12_mean_squared_error: 21.2416 - output13_mean_squared_error: 30.7313 - output14_mean_squared_error: 23.9650 - output15_mean_squared_error: 34.0225 - output16_mean_squared_error: 21.8630 - output17_mean_squared_error: 29.1487 - output18_mean_squared_error: 16.1688 - output19_mean_squared_error: 14.1078 - output20_mean_squared_error: 19.6112 - output21_mean_squared_error: 35.7148 - output22_mean_squared_error: 25.4484 - output23_mean_squared_error: 16.7559 - output24_mean_squared_error: 25.7690 - output25_mean_squared_error: 30.5506 - output26_mean_squared_error: 16.3674 - output27_mean_squared_error: 32.9816 - output28_mean_squared_error: 28.1111 - output29_mean_squared_error: 37.9328 Epoch 472/2000 121/121 [==============================] - 0s 451us/step - loss: 758.7541 - output00_loss: 13.6154 - output01_loss: 18.5336 - output02_loss: 27.7919 - output03_loss: 38.8154 - output04_loss: 34.1991 - output05_loss: 20.5163 - output06_loss: 29.4170 - output07_loss: 30.7439 - output08_loss: 18.1018 - output09_loss: 23.2584 - output10_loss: 20.7750 - output11_loss: 22.7454 - output12_loss: 21.2254 - output13_loss: 30.7198 - output14_loss: 23.9508 - output15_loss: 34.0081 - output16_loss: 21.8571 - output17_loss: 29.1203 - output18_loss: 16.1589 - output19_loss: 14.1014 - output20_loss: 19.5921 - output21_loss: 35.6916 - output22_loss: 25.4367 - output23_loss: 16.7498 - output24_loss: 25.7539 - output25_loss: 30.5390 - output26_loss: 16.3593 - output27_loss: 32.9673 - output28_loss: 28.0965 - output29_loss: 37.9128 - output00_mean_squared_error: 13.6154 - output01_mean_squared_error: 18.5336 - output02_mean_squared_error: 27.7919 - output03_mean_squared_error: 38.8154 - output04_mean_squared_error: 34.1991 - output05_mean_squared_error: 20.5163 - output06_mean_squared_error: 29.4170 - output07_mean_squared_error: 30.7439 - output08_mean_squared_error: 18.1018 - output09_mean_squared_error: 23.2584 - output10_mean_squared_error: 20.7750 - output11_mean_squared_error: 22.7454 - output12_mean_squared_error: 21.2254 - output13_mean_squared_error: 30.7198 - output14_mean_squared_error: 23.9508 - output15_mean_squared_error: 34.0081 - output16_mean_squared_error: 21.8571 - output17_mean_squared_error: 29.1203 - output18_mean_squared_error: 16.1589 - output19_mean_squared_error: 14.1014 - output20_mean_squared_error: 19.5921 - output21_mean_squared_error: 35.6916 - output22_mean_squared_error: 25.4367 - output23_mean_squared_error: 16.7498 - output24_mean_squared_error: 25.7539 - output25_mean_squared_error: 30.5390 - output26_mean_squared_error: 16.3593 - output27_mean_squared_error: 32.9673 - output28_mean_squared_error: 28.0965 - output29_mean_squared_error: 37.9128 Epoch 473/2000 121/121 [==============================] - 0s 981us/step - loss: 758.3279 - output00_loss: 13.6096 - output01_loss: 18.5203 - output02_loss: 27.7741 - output03_loss: 38.7944 - output04_loss: 34.1842 - output05_loss: 20.5062 - output06_loss: 29.3967 - output07_loss: 30.7194 - output08_loss: 18.0884 - output09_loss: 23.2406 - output10_loss: 20.7680 - output11_loss: 22.7351 - output12_loss: 21.2092 - output13_loss: 30.7084 - output14_loss: 23.9366 - output15_loss: 33.9936 - output16_loss: 21.8512 - output17_loss: 29.0921 - output18_loss: 16.1489 - output19_loss: 14.0950 - output20_loss: 19.5731 - output21_loss: 35.6685 - output22_loss: 25.4251 - output23_loss: 16.7438 - output24_loss: 25.7390 - output25_loss: 30.5275 - output26_loss: 16.3513 - output27_loss: 32.9529 - output28_loss: 28.0819 - output29_loss: 37.8929 - output00_mean_squared_error: 13.6096 - output01_mean_squared_error: 18.5203 - output02_mean_squared_error: 27.7741 - output03_mean_squared_error: 38.7944 - output04_mean_squared_error: 34.1842 - output05_mean_squared_error: 20.5062 - output06_mean_squared_error: 29.3967 - output07_mean_squared_error: 30.7194 - output08_mean_squared_error: 18.0884 - output09_mean_squared_error: 23.2406 - output10_mean_squared_error: 20.7680 - output11_mean_squared_error: 22.7351 - output12_mean_squared_error: 21.2092 - output13_mean_squared_error: 30.7084 - output14_mean_squared_error: 23.9366 - output15_mean_squared_error: 33.9936 - output16_mean_squared_error: 21.8512 - output17_mean_squared_error: 29.0921 - output18_mean_squared_error: 16.1489 - output19_mean_squared_error: 14.0950 - output20_mean_squared_error: 19.5731 - output21_mean_squared_error: 35.6685 - output22_mean_squared_error: 25.4251 - output23_mean_squared_error: 16.7438 - output24_mean_squared_error: 25.7390 - output25_mean_squared_error: 30.5275 - output26_mean_squared_error: 16.3513 - output27_mean_squared_error: 32.9529 - output28_mean_squared_error: 28.0819 - output29_mean_squared_error: 37.8929 Epoch 474/2000 121/121 [==============================] - 0s 779us/step - loss: 757.9031 - output00_loss: 13.6037 - output01_loss: 18.5070 - output02_loss: 27.7563 - output03_loss: 38.7734 - output04_loss: 34.1694 - output05_loss: 20.4962 - output06_loss: 29.3764 - output07_loss: 30.6950 - output08_loss: 18.0750 - output09_loss: 23.2229 - output10_loss: 20.7610 - output11_loss: 22.7248 - output12_loss: 21.1932 - output13_loss: 30.6969 - output14_loss: 23.9225 - output15_loss: 33.9792 - output16_loss: 21.8453 - output17_loss: 29.0640 - output18_loss: 16.1391 - output19_loss: 14.0887 - output20_loss: 19.5542 - output21_loss: 35.6454 - output22_loss: 25.4135 - output23_loss: 16.7377 - output24_loss: 25.7241 - output25_loss: 30.5160 - output26_loss: 16.3433 - output27_loss: 32.9387 - output28_loss: 28.0673 - output29_loss: 37.8730 - output00_mean_squared_error: 13.6037 - output01_mean_squared_error: 18.5070 - output02_mean_squared_error: 27.7563 - output03_mean_squared_error: 38.7734 - output04_mean_squared_error: 34.1694 - output05_mean_squared_error: 20.4962 - output06_mean_squared_error: 29.3764 - output07_mean_squared_error: 30.6950 - output08_mean_squared_error: 18.0750 - output09_mean_squared_error: 23.2229 - output10_mean_squared_error: 20.7610 - output11_mean_squared_error: 22.7248 - output12_mean_squared_error: 21.1932 - output13_mean_squared_error: 30.6969 - output14_mean_squared_error: 23.9225 - output15_mean_squared_error: 33.9792 - output16_mean_squared_error: 21.8453 - output17_mean_squared_error: 29.0640 - output18_mean_squared_error: 16.1391 - output19_mean_squared_error: 14.0887 - output20_mean_squared_error: 19.5542 - output21_mean_squared_error: 35.6454 - output22_mean_squared_error: 25.4135 - output23_mean_squared_error: 16.7377 - output24_mean_squared_error: 25.7241 - output25_mean_squared_error: 30.5160 - output26_mean_squared_error: 16.3433 - output27_mean_squared_error: 32.9387 - output28_mean_squared_error: 28.0673 - output29_mean_squared_error: 37.8730 Epoch 475/2000 121/121 [==============================] - 0s 498us/step - loss: 757.4797 - output00_loss: 13.5979 - output01_loss: 18.4937 - output02_loss: 27.7387 - output03_loss: 38.7525 - output04_loss: 34.1545 - output05_loss: 20.4862 - output06_loss: 29.3561 - output07_loss: 30.6707 - output08_loss: 18.0617 - output09_loss: 23.2052 - output10_loss: 20.7541 - output11_loss: 22.7146 - output12_loss: 21.1771 - output13_loss: 30.6855 - output14_loss: 23.9084 - output15_loss: 33.9648 - output16_loss: 21.8395 - output17_loss: 29.0360 - output18_loss: 16.1293 - output19_loss: 14.0823 - output20_loss: 19.5353 - output21_loss: 35.6225 - output22_loss: 25.4019 - output23_loss: 16.7317 - output24_loss: 25.7092 - output25_loss: 30.5046 - output26_loss: 16.3353 - output27_loss: 32.9245 - output28_loss: 28.0527 - output29_loss: 37.8531 - output00_mean_squared_error: 13.5979 - output01_mean_squared_error: 18.4937 - output02_mean_squared_error: 27.7387 - output03_mean_squared_error: 38.7525 - output04_mean_squared_error: 34.1545 - output05_mean_squared_error: 20.4862 - output06_mean_squared_error: 29.3561 - output07_mean_squared_error: 30.6707 - output08_mean_squared_error: 18.0617 - output09_mean_squared_error: 23.2052 - output10_mean_squared_error: 20.7541 - output11_mean_squared_error: 22.7146 - output12_mean_squared_error: 21.1771 - output13_mean_squared_error: 30.6855 - output14_mean_squared_error: 23.9084 - output15_mean_squared_error: 33.9648 - output16_mean_squared_error: 21.8395 - output17_mean_squared_error: 29.0360 - output18_mean_squared_error: 16.1293 - output19_mean_squared_error: 14.0823 - output20_mean_squared_error: 19.5353 - output21_mean_squared_error: 35.6225 - output22_mean_squared_error: 25.4019 - output23_mean_squared_error: 16.7317 - output24_mean_squared_error: 25.7092 - output25_mean_squared_error: 30.5046 - output26_mean_squared_error: 16.3353 - output27_mean_squared_error: 32.9245 - output28_mean_squared_error: 28.0527 - output29_mean_squared_error: 37.8531 Epoch 476/2000 121/121 [==============================] - 0s 438us/step - loss: 757.0576 - output00_loss: 13.5922 - output01_loss: 18.4805 - output02_loss: 27.7210 - output03_loss: 38.7317 - output04_loss: 34.1397 - output05_loss: 20.4762 - output06_loss: 29.3358 - output07_loss: 30.6464 - output08_loss: 18.0484 - output09_loss: 23.1876 - output10_loss: 20.7472 - output11_loss: 22.7044 - output12_loss: 21.1612 - output13_loss: 30.6742 - output14_loss: 23.8943 - output15_loss: 33.9505 - output16_loss: 21.8338 - output17_loss: 29.0081 - output18_loss: 16.1195 - output19_loss: 14.0760 - output20_loss: 19.5164 - output21_loss: 35.5996 - output22_loss: 25.3904 - output23_loss: 16.7257 - output24_loss: 25.6944 - output25_loss: 30.4932 - output26_loss: 16.3274 - output27_loss: 32.9103 - output28_loss: 28.0382 - output29_loss: 37.8332 - output00_mean_squared_error: 13.5922 - output01_mean_squared_error: 18.4805 - output02_mean_squared_error: 27.7210 - output03_mean_squared_error: 38.7317 - output04_mean_squared_error: 34.1397 - output05_mean_squared_error: 20.4762 - output06_mean_squared_error: 29.3358 - output07_mean_squared_error: 30.6464 - output08_mean_squared_error: 18.0484 - output09_mean_squared_error: 23.1876 - output10_mean_squared_error: 20.7472 - output11_mean_squared_error: 22.7044 - output12_mean_squared_error: 21.1612 - output13_mean_squared_error: 30.6742 - output14_mean_squared_error: 23.8943 - output15_mean_squared_error: 33.9505 - output16_mean_squared_error: 21.8338 - output17_mean_squared_error: 29.0081 - output18_mean_squared_error: 16.1195 - output19_mean_squared_error: 14.0760 - output20_mean_squared_error: 19.5164 - output21_mean_squared_error: 35.5996 - output22_mean_squared_error: 25.3904 - output23_mean_squared_error: 16.7257 - output24_mean_squared_error: 25.6944 - output25_mean_squared_error: 30.4932 - output26_mean_squared_error: 16.3274 - output27_mean_squared_error: 32.9103 - output28_mean_squared_error: 28.0382 - output29_mean_squared_error: 37.8332 Epoch 477/2000 121/121 [==============================] - 0s 854us/step - loss: 756.6370 - output00_loss: 13.5864 - output01_loss: 18.4673 - output02_loss: 27.7035 - output03_loss: 38.7109 - output04_loss: 34.1249 - output05_loss: 20.4663 - output06_loss: 29.3156 - output07_loss: 30.6223 - output08_loss: 18.0352 - output09_loss: 23.1702 - output10_loss: 20.7403 - output11_loss: 22.6943 - output12_loss: 21.1453 - output13_loss: 30.6628 - output14_loss: 23.8803 - output15_loss: 33.9361 - output16_loss: 21.8280 - output17_loss: 28.9804 - output18_loss: 16.1098 - output19_loss: 14.0697 - output20_loss: 19.4976 - output21_loss: 35.5768 - output22_loss: 25.3789 - output23_loss: 16.7198 - output24_loss: 25.6797 - output25_loss: 30.4818 - output26_loss: 16.3195 - output27_loss: 32.8962 - output28_loss: 28.0237 - output29_loss: 37.8134 - output00_mean_squared_error: 13.5864 - output01_mean_squared_error: 18.4673 - output02_mean_squared_error: 27.7035 - output03_mean_squared_error: 38.7109 - output04_mean_squared_error: 34.1249 - output05_mean_squared_error: 20.4663 - output06_mean_squared_error: 29.3156 - output07_mean_squared_error: 30.6223 - output08_mean_squared_error: 18.0352 - output09_mean_squared_error: 23.1702 - output10_mean_squared_error: 20.7403 - output11_mean_squared_error: 22.6943 - output12_mean_squared_error: 21.1453 - output13_mean_squared_error: 30.6628 - output14_mean_squared_error: 23.8803 - output15_mean_squared_error: 33.9361 - output16_mean_squared_error: 21.8280 - output17_mean_squared_error: 28.9804 - output18_mean_squared_error: 16.1098 - output19_mean_squared_error: 14.0697 - output20_mean_squared_error: 19.4976 - output21_mean_squared_error: 35.5768 - output22_mean_squared_error: 25.3789 - output23_mean_squared_error: 16.7198 - output24_mean_squared_error: 25.6797 - output25_mean_squared_error: 30.4818 - output26_mean_squared_error: 16.3195 - output27_mean_squared_error: 32.8962 - output28_mean_squared_error: 28.0237 - output29_mean_squared_error: 37.8134 Epoch 478/2000 121/121 [==============================] - 0s 708us/step - loss: 756.2177 - output00_loss: 13.5807 - output01_loss: 18.4541 - output02_loss: 27.6859 - output03_loss: 38.6902 - output04_loss: 34.1102 - output05_loss: 20.4565 - output06_loss: 29.2954 - output07_loss: 30.5982 - output08_loss: 18.0220 - output09_loss: 23.1528 - output10_loss: 20.7335 - output11_loss: 22.6842 - output12_loss: 21.1294 - output13_loss: 30.6514 - output14_loss: 23.8663 - output15_loss: 33.9219 - output16_loss: 21.8223 - output17_loss: 28.9528 - output18_loss: 16.1002 - output19_loss: 14.0633 - output20_loss: 19.4788 - output21_loss: 35.5541 - output22_loss: 25.3675 - output23_loss: 16.7139 - output24_loss: 25.6650 - output25_loss: 30.4706 - output26_loss: 16.3117 - output27_loss: 32.8822 - output28_loss: 28.0092 - output29_loss: 37.7936 - output00_mean_squared_error: 13.5807 - output01_mean_squared_error: 18.4541 - output02_mean_squared_error: 27.6859 - output03_mean_squared_error: 38.6902 - output04_mean_squared_error: 34.1102 - output05_mean_squared_error: 20.4565 - output06_mean_squared_error: 29.2954 - output07_mean_squared_error: 30.5982 - output08_mean_squared_error: 18.0220 - output09_mean_squared_error: 23.1528 - output10_mean_squared_error: 20.7335 - output11_mean_squared_error: 22.6842 - output12_mean_squared_error: 21.1294 - output13_mean_squared_error: 30.6514 - output14_mean_squared_error: 23.8663 - output15_mean_squared_error: 33.9219 - output16_mean_squared_error: 21.8223 - output17_mean_squared_error: 28.9528 - output18_mean_squared_error: 16.1002 - output19_mean_squared_error: 14.0633 - output20_mean_squared_error: 19.4788 - output21_mean_squared_error: 35.5541 - output22_mean_squared_error: 25.3675 - output23_mean_squared_error: 16.7139 - output24_mean_squared_error: 25.6650 - output25_mean_squared_error: 30.4706 - output26_mean_squared_error: 16.3117 - output27_mean_squared_error: 32.8822 - output28_mean_squared_error: 28.0092 - output29_mean_squared_error: 37.7936 Epoch 479/2000 121/121 [==============================] - 0s 1ms/step - loss: 755.7999 - output00_loss: 13.5750 - output01_loss: 18.4410 - output02_loss: 27.6685 - output03_loss: 38.6696 - output04_loss: 34.0954 - output05_loss: 20.4467 - output06_loss: 29.2752 - output07_loss: 30.5743 - output08_loss: 18.0088 - output09_loss: 23.1354 - output10_loss: 20.7267 - output11_loss: 22.6742 - output12_loss: 21.1136 - output13_loss: 30.6401 - output14_loss: 23.8523 - output15_loss: 33.9076 - output16_loss: 21.8166 - output17_loss: 28.9253 - output18_loss: 16.0906 - output19_loss: 14.0570 - output20_loss: 19.4601 - output21_loss: 35.5315 - output22_loss: 25.3561 - output23_loss: 16.7080 - output24_loss: 25.6504 - output25_loss: 30.4593 - output26_loss: 16.3038 - output27_loss: 32.8682 - output28_loss: 27.9947 - output29_loss: 37.7738 - output00_mean_squared_error: 13.5750 - output01_mean_squared_error: 18.4410 - output02_mean_squared_error: 27.6685 - output03_mean_squared_error: 38.6696 - output04_mean_squared_error: 34.0954 - output05_mean_squared_error: 20.4467 - output06_mean_squared_error: 29.2752 - output07_mean_squared_error: 30.5743 - output08_mean_squared_error: 18.0088 - output09_mean_squared_error: 23.1354 - output10_mean_squared_error: 20.7267 - output11_mean_squared_error: 22.6742 - output12_mean_squared_error: 21.1136 - output13_mean_squared_error: 30.6401 - output14_mean_squared_error: 23.8523 - output15_mean_squared_error: 33.9076 - output16_mean_squared_error: 21.8166 - output17_mean_squared_error: 28.9253 - output18_mean_squared_error: 16.0906 - output19_mean_squared_error: 14.0570 - output20_mean_squared_error: 19.4601 - output21_mean_squared_error: 35.5315 - output22_mean_squared_error: 25.3561 - output23_mean_squared_error: 16.7080 - output24_mean_squared_error: 25.6504 - output25_mean_squared_error: 30.4593 - output26_mean_squared_error: 16.3038 - output27_mean_squared_error: 32.8682 - output28_mean_squared_error: 27.9947 - output29_mean_squared_error: 37.7738 Epoch 480/2000 121/121 [==============================] - 0s 975us/step - loss: 755.3831 - output00_loss: 13.5694 - output01_loss: 18.4279 - output02_loss: 27.6511 - output03_loss: 38.6490 - output04_loss: 34.0806 - output05_loss: 20.4370 - output06_loss: 29.2551 - output07_loss: 30.5504 - output08_loss: 17.9957 - output09_loss: 23.1182 - output10_loss: 20.7199 - output11_loss: 22.6642 - output12_loss: 21.0979 - output13_loss: 30.6288 - output14_loss: 23.8383 - output15_loss: 33.8934 - output16_loss: 21.8110 - output17_loss: 28.8979 - output18_loss: 16.0810 - output19_loss: 14.0507 - output20_loss: 19.4414 - output21_loss: 35.5090 - output22_loss: 25.3447 - output23_loss: 16.7022 - output24_loss: 25.6358 - output25_loss: 30.4482 - output26_loss: 16.2960 - output27_loss: 32.8542 - output28_loss: 27.9802 - output29_loss: 37.7540 - output00_mean_squared_error: 13.5694 - output01_mean_squared_error: 18.4279 - output02_mean_squared_error: 27.6511 - output03_mean_squared_error: 38.6490 - output04_mean_squared_error: 34.0806 - output05_mean_squared_error: 20.4370 - output06_mean_squared_error: 29.2551 - output07_mean_squared_error: 30.5504 - output08_mean_squared_error: 17.9957 - output09_mean_squared_error: 23.1182 - output10_mean_squared_error: 20.7199 - output11_mean_squared_error: 22.6642 - output12_mean_squared_error: 21.0979 - output13_mean_squared_error: 30.6288 - output14_mean_squared_error: 23.8383 - output15_mean_squared_error: 33.8934 - output16_mean_squared_error: 21.8110 - output17_mean_squared_error: 28.8979 - output18_mean_squared_error: 16.0810 - output19_mean_squared_error: 14.0507 - output20_mean_squared_error: 19.4414 - output21_mean_squared_error: 35.5090 - output22_mean_squared_error: 25.3447 - output23_mean_squared_error: 16.7022 - output24_mean_squared_error: 25.6358 - output25_mean_squared_error: 30.4482 - output26_mean_squared_error: 16.2960 - output27_mean_squared_error: 32.8542 - output28_mean_squared_error: 27.9802 - output29_mean_squared_error: 37.7540 Epoch 481/2000 121/121 [==============================] - 0s 793us/step - loss: 754.9679 - output00_loss: 13.5637 - output01_loss: 18.4148 - output02_loss: 27.6337 - output03_loss: 38.6284 - output04_loss: 34.0659 - output05_loss: 20.4273 - output06_loss: 29.2350 - output07_loss: 30.5266 - output08_loss: 17.9827 - output09_loss: 23.1010 - output10_loss: 20.7132 - output11_loss: 22.6543 - output12_loss: 21.0822 - output13_loss: 30.6175 - output14_loss: 23.8244 - output15_loss: 33.8792 - output16_loss: 21.8054 - output17_loss: 28.8707 - output18_loss: 16.0715 - output19_loss: 14.0444 - output20_loss: 19.4227 - output21_loss: 35.4865 - output22_loss: 25.3334 - output23_loss: 16.6963 - output24_loss: 25.6213 - output25_loss: 30.4370 - output26_loss: 16.2883 - output27_loss: 32.8403 - output28_loss: 27.9657 - output29_loss: 37.7342 - output00_mean_squared_error: 13.5637 - output01_mean_squared_error: 18.4148 - output02_mean_squared_error: 27.6337 - output03_mean_squared_error: 38.6284 - output04_mean_squared_error: 34.0659 - output05_mean_squared_error: 20.4273 - output06_mean_squared_error: 29.2350 - output07_mean_squared_error: 30.5266 - output08_mean_squared_error: 17.9827 - output09_mean_squared_error: 23.1010 - output10_mean_squared_error: 20.7132 - output11_mean_squared_error: 22.6543 - output12_mean_squared_error: 21.0822 - output13_mean_squared_error: 30.6175 - output14_mean_squared_error: 23.8244 - output15_mean_squared_error: 33.8792 - output16_mean_squared_error: 21.8054 - output17_mean_squared_error: 28.8707 - output18_mean_squared_error: 16.0715 - output19_mean_squared_error: 14.0444 - output20_mean_squared_error: 19.4227 - output21_mean_squared_error: 35.4865 - output22_mean_squared_error: 25.3334 - output23_mean_squared_error: 16.6963 - output24_mean_squared_error: 25.6213 - output25_mean_squared_error: 30.4370 - output26_mean_squared_error: 16.2883 - output27_mean_squared_error: 32.8403 - output28_mean_squared_error: 27.9657 - output29_mean_squared_error: 37.7342 Epoch 482/2000 121/121 [==============================] - 0s 975us/step - loss: 754.5539 - output00_loss: 13.5581 - output01_loss: 18.4018 - output02_loss: 27.6164 - output03_loss: 38.6079 - output04_loss: 34.0512 - output05_loss: 20.4177 - output06_loss: 29.2149 - output07_loss: 30.5029 - output08_loss: 17.9697 - output09_loss: 23.0840 - output10_loss: 20.7064 - output11_loss: 22.6444 - output12_loss: 21.0666 - output13_loss: 30.6063 - output14_loss: 23.8105 - output15_loss: 33.8651 - output16_loss: 21.7998 - output17_loss: 28.8436 - output18_loss: 16.0621 - output19_loss: 14.0382 - output20_loss: 19.4041 - output21_loss: 35.4642 - output22_loss: 25.3221 - output23_loss: 16.6905 - output24_loss: 25.6068 - output25_loss: 30.4260 - output26_loss: 16.2805 - output27_loss: 32.8265 - output28_loss: 27.9513 - output29_loss: 37.7145 - output00_mean_squared_error: 13.5581 - output01_mean_squared_error: 18.4018 - output02_mean_squared_error: 27.6164 - output03_mean_squared_error: 38.6079 - output04_mean_squared_error: 34.0512 - output05_mean_squared_error: 20.4177 - output06_mean_squared_error: 29.2149 - output07_mean_squared_error: 30.5029 - output08_mean_squared_error: 17.9697 - output09_mean_squared_error: 23.0840 - output10_mean_squared_error: 20.7064 - output11_mean_squared_error: 22.6444 - output12_mean_squared_error: 21.0666 - output13_mean_squared_error: 30.6063 - output14_mean_squared_error: 23.8105 - output15_mean_squared_error: 33.8651 - output16_mean_squared_error: 21.7998 - output17_mean_squared_error: 28.8436 - output18_mean_squared_error: 16.0621 - output19_mean_squared_error: 14.0382 - output20_mean_squared_error: 19.4041 - output21_mean_squared_error: 35.4642 - output22_mean_squared_error: 25.3221 - output23_mean_squared_error: 16.6905 - output24_mean_squared_error: 25.6068 - output25_mean_squared_error: 30.4260 - output26_mean_squared_error: 16.2805 - output27_mean_squared_error: 32.8265 - output28_mean_squared_error: 27.9513 - output29_mean_squared_error: 37.7145 Epoch 483/2000 121/121 [==============================] - 0s 505us/step - loss: 754.1414 - output00_loss: 13.5525 - output01_loss: 18.3888 - output02_loss: 27.5992 - output03_loss: 38.5875 - output04_loss: 34.0365 - output05_loss: 20.4081 - output06_loss: 29.1948 - output07_loss: 30.4793 - output08_loss: 17.9567 - output09_loss: 23.0670 - output10_loss: 20.6997 - output11_loss: 22.6346 - output12_loss: 21.0510 - output13_loss: 30.5950 - output14_loss: 23.7967 - output15_loss: 33.8509 - output16_loss: 21.7942 - output17_loss: 28.8166 - output18_loss: 16.0527 - output19_loss: 14.0319 - output20_loss: 19.3855 - output21_loss: 35.4419 - output22_loss: 25.3109 - output23_loss: 16.6848 - output24_loss: 25.5924 - output25_loss: 30.4149 - output26_loss: 16.2728 - output27_loss: 32.8127 - output28_loss: 27.9369 - output29_loss: 37.6948 - output00_mean_squared_error: 13.5525 - output01_mean_squared_error: 18.3888 - output02_mean_squared_error: 27.5992 - output03_mean_squared_error: 38.5875 - output04_mean_squared_error: 34.0365 - output05_mean_squared_error: 20.4081 - output06_mean_squared_error: 29.1948 - output07_mean_squared_error: 30.4793 - output08_mean_squared_error: 17.9567 - output09_mean_squared_error: 23.0670 - output10_mean_squared_error: 20.6997 - output11_mean_squared_error: 22.6346 - output12_mean_squared_error: 21.0510 - output13_mean_squared_error: 30.5950 - output14_mean_squared_error: 23.7967 - output15_mean_squared_error: 33.8509 - output16_mean_squared_error: 21.7942 - output17_mean_squared_error: 28.8166 - output18_mean_squared_error: 16.0527 - output19_mean_squared_error: 14.0319 - output20_mean_squared_error: 19.3855 - output21_mean_squared_error: 35.4419 - output22_mean_squared_error: 25.3109 - output23_mean_squared_error: 16.6848 - output24_mean_squared_error: 25.5924 - output25_mean_squared_error: 30.4149 - output26_mean_squared_error: 16.2728 - output27_mean_squared_error: 32.8127 - output28_mean_squared_error: 27.9369 - output29_mean_squared_error: 37.6948 Epoch 484/2000 121/121 [==============================] - 0s 740us/step - loss: 753.7302 - output00_loss: 13.5470 - output01_loss: 18.3759 - output02_loss: 27.5820 - output03_loss: 38.5672 - output04_loss: 34.0218 - output05_loss: 20.3986 - output06_loss: 29.1748 - output07_loss: 30.4558 - output08_loss: 17.9438 - output09_loss: 23.0500 - output10_loss: 20.6931 - output11_loss: 22.6248 - output12_loss: 21.0355 - output13_loss: 30.5838 - output14_loss: 23.7828 - output15_loss: 33.8369 - output16_loss: 21.7887 - output17_loss: 28.7897 - output18_loss: 16.0433 - output19_loss: 14.0256 - output20_loss: 19.3670 - output21_loss: 35.4197 - output22_loss: 25.2997 - output23_loss: 16.6790 - output24_loss: 25.5781 - output25_loss: 30.4040 - output26_loss: 16.2652 - output27_loss: 32.7990 - output28_loss: 27.9225 - output29_loss: 37.6751 - output00_mean_squared_error: 13.5470 - output01_mean_squared_error: 18.3759 - output02_mean_squared_error: 27.5820 - output03_mean_squared_error: 38.5672 - output04_mean_squared_error: 34.0218 - output05_mean_squared_error: 20.3986 - output06_mean_squared_error: 29.1748 - output07_mean_squared_error: 30.4558 - output08_mean_squared_error: 17.9438 - output09_mean_squared_error: 23.0500 - output10_mean_squared_error: 20.6931 - output11_mean_squared_error: 22.6248 - output12_mean_squared_error: 21.0355 - output13_mean_squared_error: 30.5838 - output14_mean_squared_error: 23.7828 - output15_mean_squared_error: 33.8369 - output16_mean_squared_error: 21.7887 - output17_mean_squared_error: 28.7897 - output18_mean_squared_error: 16.0433 - output19_mean_squared_error: 14.0256 - output20_mean_squared_error: 19.3670 - output21_mean_squared_error: 35.4197 - output22_mean_squared_error: 25.2997 - output23_mean_squared_error: 16.6790 - output24_mean_squared_error: 25.5781 - output25_mean_squared_error: 30.4040 - output26_mean_squared_error: 16.2652 - output27_mean_squared_error: 32.7990 - output28_mean_squared_error: 27.9225 - output29_mean_squared_error: 37.6751 Epoch 485/2000 121/121 [==============================] - 0s 452us/step - loss: 753.3203 - output00_loss: 13.5414 - output01_loss: 18.3629 - output02_loss: 27.5649 - output03_loss: 38.5468 - output04_loss: 34.0072 - output05_loss: 20.3891 - output06_loss: 29.1548 - output07_loss: 30.4323 - output08_loss: 17.9309 - output09_loss: 23.0332 - output10_loss: 20.6864 - output11_loss: 22.6151 - output12_loss: 21.0201 - output13_loss: 30.5726 - output14_loss: 23.7690 - output15_loss: 33.8228 - output16_loss: 21.7832 - output17_loss: 28.7629 - output18_loss: 16.0340 - output19_loss: 14.0194 - output20_loss: 19.3485 - output21_loss: 35.3976 - output22_loss: 25.2885 - output23_loss: 16.6733 - output24_loss: 25.5638 - output25_loss: 30.3931 - output26_loss: 16.2575 - output27_loss: 32.7853 - output28_loss: 27.9081 - output29_loss: 37.6554 - output00_mean_squared_error: 13.5414 - output01_mean_squared_error: 18.3629 - output02_mean_squared_error: 27.5649 - output03_mean_squared_error: 38.5468 - output04_mean_squared_error: 34.0072 - output05_mean_squared_error: 20.3891 - output06_mean_squared_error: 29.1548 - output07_mean_squared_error: 30.4323 - output08_mean_squared_error: 17.9309 - output09_mean_squared_error: 23.0332 - output10_mean_squared_error: 20.6864 - output11_mean_squared_error: 22.6151 - output12_mean_squared_error: 21.0201 - output13_mean_squared_error: 30.5726 - output14_mean_squared_error: 23.7690 - output15_mean_squared_error: 33.8228 - output16_mean_squared_error: 21.7832 - output17_mean_squared_error: 28.7629 - output18_mean_squared_error: 16.0340 - output19_mean_squared_error: 14.0194 - output20_mean_squared_error: 19.3485 - output21_mean_squared_error: 35.3976 - output22_mean_squared_error: 25.2885 - output23_mean_squared_error: 16.6733 - output24_mean_squared_error: 25.5638 - output25_mean_squared_error: 30.3931 - output26_mean_squared_error: 16.2575 - output27_mean_squared_error: 32.7853 - output28_mean_squared_error: 27.9081 - output29_mean_squared_error: 37.6554 Epoch 486/2000 121/121 [==============================] - 0s 1ms/step - loss: 752.9115 - output00_loss: 13.5359 - output01_loss: 18.3501 - output02_loss: 27.5478 - output03_loss: 38.5266 - output04_loss: 33.9925 - output05_loss: 20.3796 - output06_loss: 29.1348 - output07_loss: 30.4090 - output08_loss: 17.9181 - output09_loss: 23.0164 - output10_loss: 20.6798 - output11_loss: 22.6054 - output12_loss: 21.0047 - output13_loss: 30.5614 - output14_loss: 23.7553 - output15_loss: 33.8088 - output16_loss: 21.7778 - output17_loss: 28.7362 - output18_loss: 16.0247 - output19_loss: 14.0131 - output20_loss: 19.3300 - output21_loss: 35.3756 - output22_loss: 25.2774 - output23_loss: 16.6676 - output24_loss: 25.5495 - output25_loss: 30.3822 - output26_loss: 16.2499 - output27_loss: 32.7717 - output28_loss: 27.8938 - output29_loss: 37.6357 - output00_mean_squared_error: 13.5359 - output01_mean_squared_error: 18.3501 - output02_mean_squared_error: 27.5478 - output03_mean_squared_error: 38.5266 - output04_mean_squared_error: 33.9925 - output05_mean_squared_error: 20.3796 - output06_mean_squared_error: 29.1348 - output07_mean_squared_error: 30.4090 - output08_mean_squared_error: 17.9181 - output09_mean_squared_error: 23.0164 - output10_mean_squared_error: 20.6798 - output11_mean_squared_error: 22.6054 - output12_mean_squared_error: 21.0047 - output13_mean_squared_error: 30.5614 - output14_mean_squared_error: 23.7553 - output15_mean_squared_error: 33.8088 - output16_mean_squared_error: 21.7778 - output17_mean_squared_error: 28.7362 - output18_mean_squared_error: 16.0247 - output19_mean_squared_error: 14.0131 - output20_mean_squared_error: 19.3300 - output21_mean_squared_error: 35.3756 - output22_mean_squared_error: 25.2774 - output23_mean_squared_error: 16.6676 - output24_mean_squared_error: 25.5495 - output25_mean_squared_error: 30.3822 - output26_mean_squared_error: 16.2499 - output27_mean_squared_error: 32.7717 - output28_mean_squared_error: 27.8938 - output29_mean_squared_error: 37.6357 Epoch 487/2000 121/121 [==============================] - 0s 908us/step - loss: 752.5043 - output00_loss: 13.5304 - output01_loss: 18.3372 - output02_loss: 27.5308 - output03_loss: 38.5064 - output04_loss: 33.9779 - output05_loss: 20.3703 - output06_loss: 29.1149 - output07_loss: 30.3857 - output08_loss: 17.9053 - output09_loss: 22.9997 - output10_loss: 20.6732 - output11_loss: 22.5958 - output12_loss: 20.9894 - output13_loss: 30.5502 - output14_loss: 23.7415 - output15_loss: 33.7948 - output16_loss: 21.7723 - output17_loss: 28.7097 - output18_loss: 16.0155 - output19_loss: 14.0069 - output20_loss: 19.3116 - output21_loss: 35.3536 - output22_loss: 25.2664 - output23_loss: 16.6620 - output24_loss: 25.5353 - output25_loss: 30.3714 - output26_loss: 16.2424 - output27_loss: 32.7581 - output28_loss: 27.8794 - output29_loss: 37.6161 - output00_mean_squared_error: 13.5304 - output01_mean_squared_error: 18.3372 - output02_mean_squared_error: 27.5308 - output03_mean_squared_error: 38.5064 - output04_mean_squared_error: 33.9779 - output05_mean_squared_error: 20.3703 - output06_mean_squared_error: 29.1149 - output07_mean_squared_error: 30.3857 - output08_mean_squared_error: 17.9053 - output09_mean_squared_error: 22.9997 - output10_mean_squared_error: 20.6732 - output11_mean_squared_error: 22.5958 - output12_mean_squared_error: 20.9894 - output13_mean_squared_error: 30.5502 - output14_mean_squared_error: 23.7415 - output15_mean_squared_error: 33.7948 - output16_mean_squared_error: 21.7723 - output17_mean_squared_error: 28.7097 - output18_mean_squared_error: 16.0155 - output19_mean_squared_error: 14.0069 - output20_mean_squared_error: 19.3116 - output21_mean_squared_error: 35.3536 - output22_mean_squared_error: 25.2664 - output23_mean_squared_error: 16.6620 - output24_mean_squared_error: 25.5353 - output25_mean_squared_error: 30.3714 - output26_mean_squared_error: 16.2424 - output27_mean_squared_error: 32.7581 - output28_mean_squared_error: 27.8794 - output29_mean_squared_error: 37.6161 Epoch 488/2000 121/121 [==============================] - 0s 1ms/step - loss: 752.0981 - output00_loss: 13.5250 - output01_loss: 18.3244 - output02_loss: 27.5138 - output03_loss: 38.4863 - output04_loss: 33.9632 - output05_loss: 20.3609 - output06_loss: 29.0950 - output07_loss: 30.3625 - output08_loss: 17.8925 - output09_loss: 22.9831 - output10_loss: 20.6667 - output11_loss: 22.5862 - output12_loss: 20.9741 - output13_loss: 30.5391 - output14_loss: 23.7278 - output15_loss: 33.7808 - output16_loss: 21.7669 - output17_loss: 28.6833 - output18_loss: 16.0064 - output19_loss: 14.0007 - output20_loss: 19.2932 - output21_loss: 35.3318 - output22_loss: 25.2553 - output23_loss: 16.6564 - output24_loss: 25.5212 - output25_loss: 30.3606 - output26_loss: 16.2348 - output27_loss: 32.7446 - output28_loss: 27.8651 - output29_loss: 37.5964 - output00_mean_squared_error: 13.5250 - output01_mean_squared_error: 18.3244 - output02_mean_squared_error: 27.5138 - output03_mean_squared_error: 38.4863 - output04_mean_squared_error: 33.9632 - output05_mean_squared_error: 20.3609 - output06_mean_squared_error: 29.0950 - output07_mean_squared_error: 30.3625 - output08_mean_squared_error: 17.8925 - output09_mean_squared_error: 22.9831 - output10_mean_squared_error: 20.6667 - output11_mean_squared_error: 22.5862 - output12_mean_squared_error: 20.9741 - output13_mean_squared_error: 30.5391 - output14_mean_squared_error: 23.7278 - output15_mean_squared_error: 33.7808 - output16_mean_squared_error: 21.7669 - output17_mean_squared_error: 28.6833 - output18_mean_squared_error: 16.0064 - output19_mean_squared_error: 14.0007 - output20_mean_squared_error: 19.2932 - output21_mean_squared_error: 35.3318 - output22_mean_squared_error: 25.2553 - output23_mean_squared_error: 16.6564 - output24_mean_squared_error: 25.5212 - output25_mean_squared_error: 30.3606 - output26_mean_squared_error: 16.2348 - output27_mean_squared_error: 32.7446 - output28_mean_squared_error: 27.8651 - output29_mean_squared_error: 37.5964 Epoch 489/2000 121/121 [==============================] - 0s 959us/step - loss: 751.6935 - output00_loss: 13.5196 - output01_loss: 18.3116 - output02_loss: 27.4969 - output03_loss: 38.4662 - output04_loss: 33.9486 - output05_loss: 20.3517 - output06_loss: 29.0751 - output07_loss: 30.3394 - output08_loss: 17.8798 - output09_loss: 22.9665 - output10_loss: 20.6601 - output11_loss: 22.5766 - output12_loss: 20.9588 - output13_loss: 30.5280 - output14_loss: 23.7141 - output15_loss: 33.7669 - output16_loss: 21.7616 - output17_loss: 28.6570 - output18_loss: 15.9973 - output19_loss: 13.9945 - output20_loss: 19.2749 - output21_loss: 35.3100 - output22_loss: 25.2444 - output23_loss: 16.6508 - output24_loss: 25.5071 - output25_loss: 30.3499 - output26_loss: 16.2273 - output27_loss: 32.7311 - output28_loss: 27.8508 - output29_loss: 37.5768 - output00_mean_squared_error: 13.5196 - output01_mean_squared_error: 18.3116 - output02_mean_squared_error: 27.4969 - output03_mean_squared_error: 38.4662 - output04_mean_squared_error: 33.9486 - output05_mean_squared_error: 20.3517 - output06_mean_squared_error: 29.0751 - output07_mean_squared_error: 30.3394 - output08_mean_squared_error: 17.8798 - output09_mean_squared_error: 22.9665 - output10_mean_squared_error: 20.6601 - output11_mean_squared_error: 22.5766 - output12_mean_squared_error: 20.9588 - output13_mean_squared_error: 30.5280 - output14_mean_squared_error: 23.7141 - output15_mean_squared_error: 33.7669 - output16_mean_squared_error: 21.7616 - output17_mean_squared_error: 28.6570 - output18_mean_squared_error: 15.9973 - output19_mean_squared_error: 13.9945 - output20_mean_squared_error: 19.2749 - output21_mean_squared_error: 35.3100 - output22_mean_squared_error: 25.2444 - output23_mean_squared_error: 16.6508 - output24_mean_squared_error: 25.5071 - output25_mean_squared_error: 30.3499 - output26_mean_squared_error: 16.2273 - output27_mean_squared_error: 32.7311 - output28_mean_squared_error: 27.8508 - output29_mean_squared_error: 37.5768 Epoch 490/2000 121/121 [==============================] - 0s 1ms/step - loss: 751.2901 - output00_loss: 13.5142 - output01_loss: 18.2989 - output02_loss: 27.4801 - output03_loss: 38.4462 - output04_loss: 33.9341 - output05_loss: 20.3424 - output06_loss: 29.0552 - output07_loss: 30.3164 - output08_loss: 17.8672 - output09_loss: 22.9501 - output10_loss: 20.6536 - output11_loss: 22.5671 - output12_loss: 20.9437 - output13_loss: 30.5169 - output14_loss: 23.7005 - output15_loss: 33.7530 - output16_loss: 21.7562 - output17_loss: 28.6308 - output18_loss: 15.9882 - output19_loss: 13.9882 - output20_loss: 19.2566 - output21_loss: 35.2883 - output22_loss: 25.2334 - output23_loss: 16.6452 - output24_loss: 25.4931 - output25_loss: 30.3392 - output26_loss: 16.2199 - output27_loss: 32.7177 - output28_loss: 27.8365 - output29_loss: 37.5572 - output00_mean_squared_error: 13.5142 - output01_mean_squared_error: 18.2989 - output02_mean_squared_error: 27.4801 - output03_mean_squared_error: 38.4462 - output04_mean_squared_error: 33.9341 - output05_mean_squared_error: 20.3424 - output06_mean_squared_error: 29.0552 - output07_mean_squared_error: 30.3164 - output08_mean_squared_error: 17.8672 - output09_mean_squared_error: 22.9501 - output10_mean_squared_error: 20.6536 - output11_mean_squared_error: 22.5671 - output12_mean_squared_error: 20.9437 - output13_mean_squared_error: 30.5169 - output14_mean_squared_error: 23.7005 - output15_mean_squared_error: 33.7530 - output16_mean_squared_error: 21.7562 - output17_mean_squared_error: 28.6308 - output18_mean_squared_error: 15.9882 - output19_mean_squared_error: 13.9882 - output20_mean_squared_error: 19.2566 - output21_mean_squared_error: 35.2883 - output22_mean_squared_error: 25.2334 - output23_mean_squared_error: 16.6452 - output24_mean_squared_error: 25.4931 - output25_mean_squared_error: 30.3392 - output26_mean_squared_error: 16.2199 - output27_mean_squared_error: 32.7177 - output28_mean_squared_error: 27.8365 - output29_mean_squared_error: 37.5572 Epoch 491/2000 121/121 [==============================] - 0s 858us/step - loss: 750.8879 - output00_loss: 13.5088 - output01_loss: 18.2862 - output02_loss: 27.4633 - output03_loss: 38.4262 - output04_loss: 33.9195 - output05_loss: 20.3333 - output06_loss: 29.0354 - output07_loss: 30.2935 - output08_loss: 17.8545 - output09_loss: 22.9337 - output10_loss: 20.6471 - output11_loss: 22.5577 - output12_loss: 20.9285 - output13_loss: 30.5058 - output14_loss: 23.6869 - output15_loss: 33.7392 - output16_loss: 21.7509 - output17_loss: 28.6047 - output18_loss: 15.9792 - output19_loss: 13.9820 - output20_loss: 19.2383 - output21_loss: 35.2667 - output22_loss: 25.2225 - output23_loss: 16.6397 - output24_loss: 25.4791 - output25_loss: 30.3286 - output26_loss: 16.2124 - output27_loss: 32.7043 - output28_loss: 27.8222 - output29_loss: 37.5377 - output00_mean_squared_error: 13.5088 - output01_mean_squared_error: 18.2862 - output02_mean_squared_error: 27.4633 - output03_mean_squared_error: 38.4262 - output04_mean_squared_error: 33.9195 - output05_mean_squared_error: 20.3333 - output06_mean_squared_error: 29.0354 - output07_mean_squared_error: 30.2935 - output08_mean_squared_error: 17.8545 - output09_mean_squared_error: 22.9337 - output10_mean_squared_error: 20.6471 - output11_mean_squared_error: 22.5577 - output12_mean_squared_error: 20.9285 - output13_mean_squared_error: 30.5058 - output14_mean_squared_error: 23.6869 - output15_mean_squared_error: 33.7392 - output16_mean_squared_error: 21.7509 - output17_mean_squared_error: 28.6047 - output18_mean_squared_error: 15.9792 - output19_mean_squared_error: 13.9820 - output20_mean_squared_error: 19.2383 - output21_mean_squared_error: 35.2667 - output22_mean_squared_error: 25.2225 - output23_mean_squared_error: 16.6397 - output24_mean_squared_error: 25.4791 - output25_mean_squared_error: 30.3286 - output26_mean_squared_error: 16.2124 - output27_mean_squared_error: 32.7043 - output28_mean_squared_error: 27.8222 - output29_mean_squared_error: 37.5377 Epoch 492/2000 121/121 [==============================] - 0s 1ms/step - loss: 750.4872 - output00_loss: 13.5034 - output01_loss: 18.2735 - output02_loss: 27.4465 - output03_loss: 38.4063 - output04_loss: 33.9049 - output05_loss: 20.3241 - output06_loss: 29.0156 - output07_loss: 30.2706 - output08_loss: 17.8420 - output09_loss: 22.9174 - output10_loss: 20.6407 - output11_loss: 22.5483 - output12_loss: 20.9135 - output13_loss: 30.4947 - output14_loss: 23.6733 - output15_loss: 33.7253 - output16_loss: 21.7457 - output17_loss: 28.5788 - output18_loss: 15.9703 - output19_loss: 13.9759 - output20_loss: 19.2201 - output21_loss: 35.2452 - output22_loss: 25.2116 - output23_loss: 16.6341 - output24_loss: 25.4652 - output25_loss: 30.3180 - output26_loss: 16.2050 - output27_loss: 32.6910 - output28_loss: 27.8080 - output29_loss: 37.5181 - output00_mean_squared_error: 13.5034 - output01_mean_squared_error: 18.2735 - output02_mean_squared_error: 27.4465 - output03_mean_squared_error: 38.4063 - output04_mean_squared_error: 33.9049 - output05_mean_squared_error: 20.3241 - output06_mean_squared_error: 29.0156 - output07_mean_squared_error: 30.2706 - output08_mean_squared_error: 17.8420 - output09_mean_squared_error: 22.9174 - output10_mean_squared_error: 20.6407 - output11_mean_squared_error: 22.5483 - output12_mean_squared_error: 20.9135 - output13_mean_squared_error: 30.4947 - output14_mean_squared_error: 23.6733 - output15_mean_squared_error: 33.7253 - output16_mean_squared_error: 21.7457 - output17_mean_squared_error: 28.5788 - output18_mean_squared_error: 15.9703 - output19_mean_squared_error: 13.9759 - output20_mean_squared_error: 19.2201 - output21_mean_squared_error: 35.2452 - output22_mean_squared_error: 25.2116 - output23_mean_squared_error: 16.6341 - output24_mean_squared_error: 25.4652 - output25_mean_squared_error: 30.3180 - output26_mean_squared_error: 16.2050 - output27_mean_squared_error: 32.6910 - output28_mean_squared_error: 27.8080 - output29_mean_squared_error: 37.5181 Epoch 493/2000 121/121 [==============================] - 0s 1ms/step - loss: 750.0876 - output00_loss: 13.4981 - output01_loss: 18.2609 - output02_loss: 27.4298 - output03_loss: 38.3865 - output04_loss: 33.8904 - output05_loss: 20.3151 - output06_loss: 28.9958 - output07_loss: 30.2479 - output08_loss: 17.8294 - output09_loss: 22.9011 - output10_loss: 20.6343 - output11_loss: 22.5389 - output12_loss: 20.8985 - output13_loss: 30.4837 - output14_loss: 23.6597 - output15_loss: 33.7115 - output16_loss: 21.7404 - output17_loss: 28.5530 - output18_loss: 15.9613 - output19_loss: 13.9697 - output20_loss: 19.2020 - output21_loss: 35.2237 - output22_loss: 25.2008 - output23_loss: 16.6287 - output24_loss: 25.4513 - output25_loss: 30.3075 - output26_loss: 16.1976 - output27_loss: 32.6777 - output28_loss: 27.7938 - output29_loss: 37.4986 - output00_mean_squared_error: 13.4981 - output01_mean_squared_error: 18.2609 - output02_mean_squared_error: 27.4298 - output03_mean_squared_error: 38.3865 - output04_mean_squared_error: 33.8904 - output05_mean_squared_error: 20.3151 - output06_mean_squared_error: 28.9958 - output07_mean_squared_error: 30.2479 - output08_mean_squared_error: 17.8294 - output09_mean_squared_error: 22.9011 - output10_mean_squared_error: 20.6343 - output11_mean_squared_error: 22.5389 - output12_mean_squared_error: 20.8985 - output13_mean_squared_error: 30.4837 - output14_mean_squared_error: 23.6597 - output15_mean_squared_error: 33.7115 - output16_mean_squared_error: 21.7404 - output17_mean_squared_error: 28.5530 - output18_mean_squared_error: 15.9613 - output19_mean_squared_error: 13.9697 - output20_mean_squared_error: 19.2020 - output21_mean_squared_error: 35.2237 - output22_mean_squared_error: 25.2008 - output23_mean_squared_error: 16.6287 - output24_mean_squared_error: 25.4513 - output25_mean_squared_error: 30.3075 - output26_mean_squared_error: 16.1976 - output27_mean_squared_error: 32.6777 - output28_mean_squared_error: 27.7938 - output29_mean_squared_error: 37.4986 Epoch 494/2000 121/121 [==============================] - 0s 995us/step - loss: 749.6895 - output00_loss: 13.4928 - output01_loss: 18.2483 - output02_loss: 27.4132 - output03_loss: 38.3667 - output04_loss: 33.8759 - output05_loss: 20.3060 - output06_loss: 28.9761 - output07_loss: 30.2252 - output08_loss: 17.8170 - output09_loss: 22.8850 - output10_loss: 20.6279 - output11_loss: 22.5296 - output12_loss: 20.8835 - output13_loss: 30.4726 - output14_loss: 23.6462 - output15_loss: 33.6978 - output16_loss: 21.7352 - output17_loss: 28.5272 - output18_loss: 15.9525 - output19_loss: 13.9635 - output20_loss: 19.1838 - output21_loss: 35.2023 - output22_loss: 25.1900 - output23_loss: 16.6232 - output24_loss: 25.4375 - output25_loss: 30.2970 - output26_loss: 16.1903 - output27_loss: 32.6645 - output28_loss: 27.7795 - output29_loss: 37.4791 - output00_mean_squared_error: 13.4928 - output01_mean_squared_error: 18.2483 - output02_mean_squared_error: 27.4132 - output03_mean_squared_error: 38.3667 - output04_mean_squared_error: 33.8759 - output05_mean_squared_error: 20.3060 - output06_mean_squared_error: 28.9761 - output07_mean_squared_error: 30.2252 - output08_mean_squared_error: 17.8170 - output09_mean_squared_error: 22.8850 - output10_mean_squared_error: 20.6279 - output11_mean_squared_error: 22.5296 - output12_mean_squared_error: 20.8835 - output13_mean_squared_error: 30.4726 - output14_mean_squared_error: 23.6462 - output15_mean_squared_error: 33.6978 - output16_mean_squared_error: 21.7352 - output17_mean_squared_error: 28.5272 - output18_mean_squared_error: 15.9525 - output19_mean_squared_error: 13.9635 - output20_mean_squared_error: 19.1838 - output21_mean_squared_error: 35.2023 - output22_mean_squared_error: 25.1900 - output23_mean_squared_error: 16.6232 - output24_mean_squared_error: 25.4375 - output25_mean_squared_error: 30.2970 - output26_mean_squared_error: 16.1903 - output27_mean_squared_error: 32.6645 - output28_mean_squared_error: 27.7795 - output29_mean_squared_error: 37.4791 Epoch 495/2000 121/121 [==============================] - 0s 993us/step - loss: 749.2925 - output00_loss: 13.4875 - output01_loss: 18.2358 - output02_loss: 27.3966 - output03_loss: 38.3470 - output04_loss: 33.8614 - output05_loss: 20.2970 - output06_loss: 28.9564 - output07_loss: 30.2026 - output08_loss: 17.8045 - output09_loss: 22.8689 - output10_loss: 20.6215 - output11_loss: 22.5203 - output12_loss: 20.8686 - output13_loss: 30.4616 - output14_loss: 23.6327 - output15_loss: 33.6840 - output16_loss: 21.7300 - output17_loss: 28.5016 - output18_loss: 15.9437 - output19_loss: 13.9573 - output20_loss: 19.1657 - output21_loss: 35.1811 - output22_loss: 25.1792 - output23_loss: 16.6178 - output24_loss: 25.4237 - output25_loss: 30.2866 - output26_loss: 16.1830 - output27_loss: 32.6513 - output28_loss: 27.7654 - output29_loss: 37.4596 - output00_mean_squared_error: 13.4875 - output01_mean_squared_error: 18.2358 - output02_mean_squared_error: 27.3966 - output03_mean_squared_error: 38.3470 - output04_mean_squared_error: 33.8614 - output05_mean_squared_error: 20.2970 - output06_mean_squared_error: 28.9564 - output07_mean_squared_error: 30.2026 - output08_mean_squared_error: 17.8045 - output09_mean_squared_error: 22.8689 - output10_mean_squared_error: 20.6215 - output11_mean_squared_error: 22.5203 - output12_mean_squared_error: 20.8686 - output13_mean_squared_error: 30.4616 - output14_mean_squared_error: 23.6327 - output15_mean_squared_error: 33.6840 - output16_mean_squared_error: 21.7300 - output17_mean_squared_error: 28.5016 - output18_mean_squared_error: 15.9437 - output19_mean_squared_error: 13.9573 - output20_mean_squared_error: 19.1657 - output21_mean_squared_error: 35.1811 - output22_mean_squared_error: 25.1792 - output23_mean_squared_error: 16.6178 - output24_mean_squared_error: 25.4237 - output25_mean_squared_error: 30.2866 - output26_mean_squared_error: 16.1830 - output27_mean_squared_error: 32.6513 - output28_mean_squared_error: 27.7654 - output29_mean_squared_error: 37.4596 Epoch 496/2000 121/121 [==============================] - 0s 1ms/step - loss: 748.8968 - output00_loss: 13.4822 - output01_loss: 18.2232 - output02_loss: 27.3801 - output03_loss: 38.3273 - output04_loss: 33.8469 - output05_loss: 20.2881 - output06_loss: 28.9367 - output07_loss: 30.1801 - output08_loss: 17.7921 - output09_loss: 22.8529 - output10_loss: 20.6151 - output11_loss: 22.5111 - output12_loss: 20.8537 - output13_loss: 30.4506 - output14_loss: 23.6192 - output15_loss: 33.6703 - output16_loss: 21.7249 - output17_loss: 28.4761 - output18_loss: 15.9349 - output19_loss: 13.9512 - output20_loss: 19.1477 - output21_loss: 35.1599 - output22_loss: 25.1685 - output23_loss: 16.6124 - output24_loss: 25.4100 - output25_loss: 30.2762 - output26_loss: 16.1757 - output27_loss: 32.6382 - output28_loss: 27.7512 - output29_loss: 37.4402 - output00_mean_squared_error: 13.4822 - output01_mean_squared_error: 18.2232 - output02_mean_squared_error: 27.3801 - output03_mean_squared_error: 38.3273 - output04_mean_squared_error: 33.8469 - output05_mean_squared_error: 20.2881 - output06_mean_squared_error: 28.9367 - output07_mean_squared_error: 30.1801 - output08_mean_squared_error: 17.7921 - output09_mean_squared_error: 22.8529 - output10_mean_squared_error: 20.6151 - output11_mean_squared_error: 22.5111 - output12_mean_squared_error: 20.8537 - output13_mean_squared_error: 30.4506 - output14_mean_squared_error: 23.6192 - output15_mean_squared_error: 33.6703 - output16_mean_squared_error: 21.7249 - output17_mean_squared_error: 28.4761 - output18_mean_squared_error: 15.9349 - output19_mean_squared_error: 13.9512 - output20_mean_squared_error: 19.1477 - output21_mean_squared_error: 35.1599 - output22_mean_squared_error: 25.1685 - output23_mean_squared_error: 16.6124 - output24_mean_squared_error: 25.4100 - output25_mean_squared_error: 30.2762 - output26_mean_squared_error: 16.1757 - output27_mean_squared_error: 32.6382 - output28_mean_squared_error: 27.7512 - output29_mean_squared_error: 37.4402 Epoch 497/2000 121/121 [==============================] - 0s 1ms/step - loss: 748.5021 - output00_loss: 13.4770 - output01_loss: 18.2107 - output02_loss: 27.3636 - output03_loss: 38.3077 - output04_loss: 33.8324 - output05_loss: 20.2792 - output06_loss: 28.9170 - output07_loss: 30.1576 - output08_loss: 17.7797 - output09_loss: 22.8369 - output10_loss: 20.6088 - output11_loss: 22.5020 - output12_loss: 20.8389 - output13_loss: 30.4397 - output14_loss: 23.6058 - output15_loss: 33.6567 - output16_loss: 21.7197 - output17_loss: 28.4508 - output18_loss: 15.9262 - output19_loss: 13.9451 - output20_loss: 19.1297 - output21_loss: 35.1387 - output22_loss: 25.1579 - output23_loss: 16.6070 - output24_loss: 25.3964 - output25_loss: 30.2659 - output26_loss: 16.1685 - output27_loss: 32.6251 - output28_loss: 27.7370 - output29_loss: 37.4207 - output00_mean_squared_error: 13.4770 - output01_mean_squared_error: 18.2107 - output02_mean_squared_error: 27.3636 - output03_mean_squared_error: 38.3077 - output04_mean_squared_error: 33.8324 - output05_mean_squared_error: 20.2792 - output06_mean_squared_error: 28.9170 - output07_mean_squared_error: 30.1576 - output08_mean_squared_error: 17.7797 - output09_mean_squared_error: 22.8369 - output10_mean_squared_error: 20.6088 - output11_mean_squared_error: 22.5020 - output12_mean_squared_error: 20.8389 - output13_mean_squared_error: 30.4397 - output14_mean_squared_error: 23.6058 - output15_mean_squared_error: 33.6567 - output16_mean_squared_error: 21.7197 - output17_mean_squared_error: 28.4508 - output18_mean_squared_error: 15.9262 - output19_mean_squared_error: 13.9451 - output20_mean_squared_error: 19.1297 - output21_mean_squared_error: 35.1387 - output22_mean_squared_error: 25.1579 - output23_mean_squared_error: 16.6070 - output24_mean_squared_error: 25.3964 - output25_mean_squared_error: 30.2659 - output26_mean_squared_error: 16.1685 - output27_mean_squared_error: 32.6251 - output28_mean_squared_error: 27.7370 - output29_mean_squared_error: 37.4207 Epoch 498/2000 121/121 [==============================] - 0s 1ms/step - loss: 748.1091 - output00_loss: 13.4718 - output01_loss: 18.1983 - output02_loss: 27.3471 - output03_loss: 38.2881 - output04_loss: 33.8179 - output05_loss: 20.2704 - output06_loss: 28.8974 - output07_loss: 30.1353 - output08_loss: 17.7674 - output09_loss: 22.8210 - output10_loss: 20.6025 - output11_loss: 22.4928 - output12_loss: 20.8242 - output13_loss: 30.4287 - output14_loss: 23.5924 - output15_loss: 33.6430 - output16_loss: 21.7147 - output17_loss: 28.4255 - output18_loss: 15.9175 - output19_loss: 13.9389 - output20_loss: 19.1117 - output21_loss: 35.1177 - output22_loss: 25.1472 - output23_loss: 16.6016 - output24_loss: 25.3827 - output25_loss: 30.2556 - output26_loss: 16.1612 - output27_loss: 32.6121 - output28_loss: 27.7229 - output29_loss: 37.4013 - output00_mean_squared_error: 13.4718 - output01_mean_squared_error: 18.1983 - output02_mean_squared_error: 27.3471 - output03_mean_squared_error: 38.2881 - output04_mean_squared_error: 33.8179 - output05_mean_squared_error: 20.2704 - output06_mean_squared_error: 28.8974 - output07_mean_squared_error: 30.1353 - output08_mean_squared_error: 17.7674 - output09_mean_squared_error: 22.8210 - output10_mean_squared_error: 20.6025 - output11_mean_squared_error: 22.4928 - output12_mean_squared_error: 20.8242 - output13_mean_squared_error: 30.4287 - output14_mean_squared_error: 23.5924 - output15_mean_squared_error: 33.6430 - output16_mean_squared_error: 21.7147 - output17_mean_squared_error: 28.4255 - output18_mean_squared_error: 15.9175 - output19_mean_squared_error: 13.9389 - output20_mean_squared_error: 19.1117 - output21_mean_squared_error: 35.1177 - output22_mean_squared_error: 25.1472 - output23_mean_squared_error: 16.6016 - output24_mean_squared_error: 25.3827 - output25_mean_squared_error: 30.2556 - output26_mean_squared_error: 16.1612 - output27_mean_squared_error: 32.6121 - output28_mean_squared_error: 27.7229 - output29_mean_squared_error: 37.4013 Epoch 499/2000 121/121 [==============================] - 0s 582us/step - loss: 747.7171 - output00_loss: 13.4666 - output01_loss: 18.1859 - output02_loss: 27.3308 - output03_loss: 38.2686 - output04_loss: 33.8035 - output05_loss: 20.2616 - output06_loss: 28.8778 - output07_loss: 30.1130 - output08_loss: 17.7552 - output09_loss: 22.8052 - output10_loss: 20.5962 - output11_loss: 22.4837 - output12_loss: 20.8095 - output13_loss: 30.4178 - output14_loss: 23.5790 - output15_loss: 33.6294 - output16_loss: 21.7096 - output17_loss: 28.4003 - output18_loss: 15.9088 - output19_loss: 13.9328 - output20_loss: 19.0937 - output21_loss: 35.0967 - output22_loss: 25.1366 - output23_loss: 16.5963 - output24_loss: 25.3692 - output25_loss: 30.2454 - output26_loss: 16.1540 - output27_loss: 32.5991 - output28_loss: 27.7088 - output29_loss: 37.3819 - output00_mean_squared_error: 13.4666 - output01_mean_squared_error: 18.1859 - output02_mean_squared_error: 27.3308 - output03_mean_squared_error: 38.2686 - output04_mean_squared_error: 33.8035 - output05_mean_squared_error: 20.2616 - output06_mean_squared_error: 28.8778 - output07_mean_squared_error: 30.1130 - output08_mean_squared_error: 17.7552 - output09_mean_squared_error: 22.8052 - output10_mean_squared_error: 20.5962 - output11_mean_squared_error: 22.4837 - output12_mean_squared_error: 20.8095 - output13_mean_squared_error: 30.4178 - output14_mean_squared_error: 23.5790 - output15_mean_squared_error: 33.6294 - output16_mean_squared_error: 21.7096 - output17_mean_squared_error: 28.4003 - output18_mean_squared_error: 15.9088 - output19_mean_squared_error: 13.9328 - output20_mean_squared_error: 19.0937 - output21_mean_squared_error: 35.0967 - output22_mean_squared_error: 25.1366 - output23_mean_squared_error: 16.5963 - output24_mean_squared_error: 25.3692 - output25_mean_squared_error: 30.2454 - output26_mean_squared_error: 16.1540 - output27_mean_squared_error: 32.5991 - output28_mean_squared_error: 27.7088 - output29_mean_squared_error: 37.3819 Epoch 500/2000 121/121 [==============================] - 0s 1ms/step - loss: 747.3264 - output00_loss: 13.4614 - output01_loss: 18.1735 - output02_loss: 27.3144 - output03_loss: 38.2492 - output04_loss: 33.7891 - output05_loss: 20.2528 - output06_loss: 28.8582 - output07_loss: 30.0908 - output08_loss: 17.7429 - output09_loss: 22.7895 - output10_loss: 20.5900 - output11_loss: 22.4747 - output12_loss: 20.7948 - output13_loss: 30.4069 - output14_loss: 23.5657 - output15_loss: 33.6158 - output16_loss: 21.7045 - output17_loss: 28.3753 - output18_loss: 15.9002 - output19_loss: 13.9267 - output20_loss: 19.0758 - output21_loss: 35.0758 - output22_loss: 25.1261 - output23_loss: 16.5910 - output24_loss: 25.3557 - output25_loss: 30.2352 - output26_loss: 16.1469 - output27_loss: 32.5862 - output28_loss: 27.6947 - output29_loss: 37.3625 - output00_mean_squared_error: 13.4614 - output01_mean_squared_error: 18.1735 - output02_mean_squared_error: 27.3144 - output03_mean_squared_error: 38.2492 - output04_mean_squared_error: 33.7891 - output05_mean_squared_error: 20.2528 - output06_mean_squared_error: 28.8582 - output07_mean_squared_error: 30.0908 - output08_mean_squared_error: 17.7429 - output09_mean_squared_error: 22.7895 - output10_mean_squared_error: 20.5900 - output11_mean_squared_error: 22.4747 - output12_mean_squared_error: 20.7948 - output13_mean_squared_error: 30.4069 - output14_mean_squared_error: 23.5657 - output15_mean_squared_error: 33.6158 - output16_mean_squared_error: 21.7045 - output17_mean_squared_error: 28.3753 - output18_mean_squared_error: 15.9002 - output19_mean_squared_error: 13.9267 - output20_mean_squared_error: 19.0758 - output21_mean_squared_error: 35.0758 - output22_mean_squared_error: 25.1261 - output23_mean_squared_error: 16.5910 - output24_mean_squared_error: 25.3557 - output25_mean_squared_error: 30.2352 - output26_mean_squared_error: 16.1469 - output27_mean_squared_error: 32.5862 - output28_mean_squared_error: 27.6947 - output29_mean_squared_error: 37.3625 Epoch 501/2000 121/121 [==============================] - 0s 690us/step - loss: 746.9370 - output00_loss: 13.4563 - output01_loss: 18.1611 - output02_loss: 27.2982 - output03_loss: 38.2298 - output04_loss: 33.7746 - output05_loss: 20.2441 - output06_loss: 28.8387 - output07_loss: 30.0687 - output08_loss: 17.7307 - output09_loss: 22.7739 - output10_loss: 20.5838 - output11_loss: 22.4657 - output12_loss: 20.7802 - output13_loss: 30.3960 - output14_loss: 23.5523 - output15_loss: 33.6023 - output16_loss: 21.6995 - output17_loss: 28.3503 - output18_loss: 15.8917 - output19_loss: 13.9206 - output20_loss: 19.0580 - output21_loss: 35.0550 - output22_loss: 25.1155 - output23_loss: 16.5858 - output24_loss: 25.3422 - output25_loss: 30.2250 - output26_loss: 16.1398 - output27_loss: 32.5733 - output28_loss: 27.6806 - output29_loss: 37.3432 - output00_mean_squared_error: 13.4563 - output01_mean_squared_error: 18.1611 - output02_mean_squared_error: 27.2982 - output03_mean_squared_error: 38.2298 - output04_mean_squared_error: 33.7746 - output05_mean_squared_error: 20.2441 - output06_mean_squared_error: 28.8387 - output07_mean_squared_error: 30.0687 - output08_mean_squared_error: 17.7307 - output09_mean_squared_error: 22.7739 - output10_mean_squared_error: 20.5838 - output11_mean_squared_error: 22.4657 - output12_mean_squared_error: 20.7802 - output13_mean_squared_error: 30.3960 - output14_mean_squared_error: 23.5523 - output15_mean_squared_error: 33.6023 - output16_mean_squared_error: 21.6995 - output17_mean_squared_error: 28.3503 - output18_mean_squared_error: 15.8917 - output19_mean_squared_error: 13.9206 - output20_mean_squared_error: 19.0580 - output21_mean_squared_error: 35.0550 - output22_mean_squared_error: 25.1155 - output23_mean_squared_error: 16.5858 - output24_mean_squared_error: 25.3422 - output25_mean_squared_error: 30.2250 - output26_mean_squared_error: 16.1398 - output27_mean_squared_error: 32.5733 - output28_mean_squared_error: 27.6806 - output29_mean_squared_error: 37.3432 Epoch 502/2000 121/121 [==============================] - 0s 743us/step - loss: 746.5487 - output00_loss: 13.4512 - output01_loss: 18.1488 - output02_loss: 27.2819 - output03_loss: 38.2105 - output04_loss: 33.7602 - output05_loss: 20.2355 - output06_loss: 28.8192 - output07_loss: 30.0466 - output08_loss: 17.7186 - output09_loss: 22.7583 - output10_loss: 20.5776 - output11_loss: 22.4568 - output12_loss: 20.7657 - output13_loss: 30.3851 - output14_loss: 23.5390 - output15_loss: 33.5888 - output16_loss: 21.6945 - output17_loss: 28.3255 - output18_loss: 15.8832 - output19_loss: 13.9145 - output20_loss: 19.0402 - output21_loss: 35.0343 - output22_loss: 25.1051 - output23_loss: 16.5805 - output24_loss: 25.3288 - output25_loss: 30.2150 - output26_loss: 16.1327 - output27_loss: 32.5605 - output28_loss: 27.6665 - output29_loss: 37.3238 - output00_mean_squared_error: 13.4512 - output01_mean_squared_error: 18.1488 - output02_mean_squared_error: 27.2819 - output03_mean_squared_error: 38.2105 - output04_mean_squared_error: 33.7602 - output05_mean_squared_error: 20.2355 - output06_mean_squared_error: 28.8192 - output07_mean_squared_error: 30.0466 - output08_mean_squared_error: 17.7186 - output09_mean_squared_error: 22.7583 - output10_mean_squared_error: 20.5776 - output11_mean_squared_error: 22.4568 - output12_mean_squared_error: 20.7657 - output13_mean_squared_error: 30.3851 - output14_mean_squared_error: 23.5390 - output15_mean_squared_error: 33.5888 - output16_mean_squared_error: 21.6945 - output17_mean_squared_error: 28.3255 - output18_mean_squared_error: 15.8832 - output19_mean_squared_error: 13.9145 - output20_mean_squared_error: 19.0402 - output21_mean_squared_error: 35.0343 - output22_mean_squared_error: 25.1051 - output23_mean_squared_error: 16.5805 - output24_mean_squared_error: 25.3288 - output25_mean_squared_error: 30.2150 - output26_mean_squared_error: 16.1327 - output27_mean_squared_error: 32.5605 - output28_mean_squared_error: 27.6665 - output29_mean_squared_error: 37.3238 Epoch 503/2000 121/121 [==============================] - 0s 775us/step - loss: 746.1617 - output00_loss: 13.4461 - output01_loss: 18.1365 - output02_loss: 27.2658 - output03_loss: 38.1912 - output04_loss: 33.7459 - output05_loss: 20.2268 - output06_loss: 28.7997 - output07_loss: 30.0247 - output08_loss: 17.7065 - output09_loss: 22.7428 - output10_loss: 20.5714 - output11_loss: 22.4479 - output12_loss: 20.7512 - output13_loss: 30.3743 - output14_loss: 23.5258 - output15_loss: 33.5753 - output16_loss: 21.6896 - output17_loss: 28.3008 - output18_loss: 15.8747 - output19_loss: 13.9084 - output20_loss: 19.0224 - output21_loss: 35.0137 - output22_loss: 25.0946 - output23_loss: 16.5753 - output24_loss: 25.3154 - output25_loss: 30.2049 - output26_loss: 16.1256 - output27_loss: 32.5477 - output28_loss: 27.6525 - output29_loss: 37.3045 - output00_mean_squared_error: 13.4461 - output01_mean_squared_error: 18.1365 - output02_mean_squared_error: 27.2658 - output03_mean_squared_error: 38.1912 - output04_mean_squared_error: 33.7459 - output05_mean_squared_error: 20.2268 - output06_mean_squared_error: 28.7997 - output07_mean_squared_error: 30.0247 - output08_mean_squared_error: 17.7065 - output09_mean_squared_error: 22.7428 - output10_mean_squared_error: 20.5714 - output11_mean_squared_error: 22.4479 - output12_mean_squared_error: 20.7512 - output13_mean_squared_error: 30.3743 - output14_mean_squared_error: 23.5258 - output15_mean_squared_error: 33.5753 - output16_mean_squared_error: 21.6896 - output17_mean_squared_error: 28.3008 - output18_mean_squared_error: 15.8747 - output19_mean_squared_error: 13.9084 - output20_mean_squared_error: 19.0224 - output21_mean_squared_error: 35.0137 - output22_mean_squared_error: 25.0946 - output23_mean_squared_error: 16.5753 - output24_mean_squared_error: 25.3154 - output25_mean_squared_error: 30.2049 - output26_mean_squared_error: 16.1256 - output27_mean_squared_error: 32.5477 - output28_mean_squared_error: 27.6525 - output29_mean_squared_error: 37.3045 Epoch 504/2000 121/121 [==============================] - 0s 939us/step - loss: 745.7761 - output00_loss: 13.4410 - output01_loss: 18.1243 - output02_loss: 27.2496 - output03_loss: 38.1720 - output04_loss: 33.7315 - output05_loss: 20.2183 - output06_loss: 28.7802 - output07_loss: 30.0028 - output08_loss: 17.6944 - output09_loss: 22.7273 - output10_loss: 20.5653 - output11_loss: 22.4390 - output12_loss: 20.7368 - output13_loss: 30.3634 - output14_loss: 23.5125 - output15_loss: 33.5618 - output16_loss: 21.6847 - output17_loss: 28.2762 - output18_loss: 15.8663 - output19_loss: 13.9023 - output20_loss: 19.0046 - output21_loss: 34.9931 - output22_loss: 25.0842 - output23_loss: 16.5701 - output24_loss: 25.3021 - output25_loss: 30.1949 - output26_loss: 16.1185 - output27_loss: 32.5350 - output28_loss: 27.6385 - output29_loss: 37.2852 - output00_mean_squared_error: 13.4410 - output01_mean_squared_error: 18.1243 - output02_mean_squared_error: 27.2496 - output03_mean_squared_error: 38.1720 - output04_mean_squared_error: 33.7315 - output05_mean_squared_error: 20.2183 - output06_mean_squared_error: 28.7802 - output07_mean_squared_error: 30.0028 - output08_mean_squared_error: 17.6944 - output09_mean_squared_error: 22.7273 - output10_mean_squared_error: 20.5653 - output11_mean_squared_error: 22.4390 - output12_mean_squared_error: 20.7368 - output13_mean_squared_error: 30.3634 - output14_mean_squared_error: 23.5125 - output15_mean_squared_error: 33.5618 - output16_mean_squared_error: 21.6847 - output17_mean_squared_error: 28.2762 - output18_mean_squared_error: 15.8663 - output19_mean_squared_error: 13.9023 - output20_mean_squared_error: 19.0046 - output21_mean_squared_error: 34.9931 - output22_mean_squared_error: 25.0842 - output23_mean_squared_error: 16.5701 - output24_mean_squared_error: 25.3021 - output25_mean_squared_error: 30.1949 - output26_mean_squared_error: 16.1185 - output27_mean_squared_error: 32.5350 - output28_mean_squared_error: 27.6385 - output29_mean_squared_error: 37.2852 Epoch 505/2000 121/121 [==============================] - 0s 758us/step - loss: 745.3915 - output00_loss: 13.4360 - output01_loss: 18.1120 - output02_loss: 27.2336 - output03_loss: 38.1528 - output04_loss: 33.7172 - output05_loss: 20.2098 - output06_loss: 28.7608 - output07_loss: 29.9810 - output08_loss: 17.6824 - output09_loss: 22.7120 - output10_loss: 20.5592 - output11_loss: 22.4302 - output12_loss: 20.7224 - output13_loss: 30.3526 - output14_loss: 23.4993 - output15_loss: 33.5484 - output16_loss: 21.6798 - output17_loss: 28.2517 - output18_loss: 15.8579 - output19_loss: 13.8962 - output20_loss: 18.9869 - output21_loss: 34.9726 - output22_loss: 25.0738 - output23_loss: 16.5649 - output24_loss: 25.2889 - output25_loss: 30.1849 - output26_loss: 16.1115 - output27_loss: 32.5223 - output28_loss: 27.6245 - output29_loss: 37.2659 - output00_mean_squared_error: 13.4360 - output01_mean_squared_error: 18.1120 - output02_mean_squared_error: 27.2336 - output03_mean_squared_error: 38.1528 - output04_mean_squared_error: 33.7172 - output05_mean_squared_error: 20.2098 - output06_mean_squared_error: 28.7608 - output07_mean_squared_error: 29.9810 - output08_mean_squared_error: 17.6824 - output09_mean_squared_error: 22.7120 - output10_mean_squared_error: 20.5592 - output11_mean_squared_error: 22.4302 - output12_mean_squared_error: 20.7224 - output13_mean_squared_error: 30.3526 - output14_mean_squared_error: 23.4993 - output15_mean_squared_error: 33.5484 - output16_mean_squared_error: 21.6798 - output17_mean_squared_error: 28.2517 - output18_mean_squared_error: 15.8579 - output19_mean_squared_error: 13.8962 - output20_mean_squared_error: 18.9869 - output21_mean_squared_error: 34.9726 - output22_mean_squared_error: 25.0738 - output23_mean_squared_error: 16.5649 - output24_mean_squared_error: 25.2889 - output25_mean_squared_error: 30.1849 - output26_mean_squared_error: 16.1115 - output27_mean_squared_error: 32.5223 - output28_mean_squared_error: 27.6245 - output29_mean_squared_error: 37.2659 Epoch 506/2000 121/121 [==============================] - 0s 567us/step - loss: 745.0083 - output00_loss: 13.4309 - output01_loss: 18.0999 - output02_loss: 27.2176 - output03_loss: 38.1337 - output04_loss: 33.7028 - output05_loss: 20.2013 - output06_loss: 28.7414 - output07_loss: 29.9593 - output08_loss: 17.6704 - output09_loss: 22.6967 - output10_loss: 20.5531 - output11_loss: 22.4214 - output12_loss: 20.7081 - output13_loss: 30.3418 - output14_loss: 23.4861 - output15_loss: 33.5350 - output16_loss: 21.6749 - output17_loss: 28.2273 - output18_loss: 15.8496 - output19_loss: 13.8902 - output20_loss: 18.9693 - output21_loss: 34.9522 - output22_loss: 25.0635 - output23_loss: 16.5598 - output24_loss: 25.2757 - output25_loss: 30.1750 - output26_loss: 16.1046 - output27_loss: 32.5096 - output28_loss: 27.6105 - output29_loss: 37.2467 - output00_mean_squared_error: 13.4309 - output01_mean_squared_error: 18.0999 - output02_mean_squared_error: 27.2176 - output03_mean_squared_error: 38.1337 - output04_mean_squared_error: 33.7028 - output05_mean_squared_error: 20.2013 - output06_mean_squared_error: 28.7414 - output07_mean_squared_error: 29.9593 - output08_mean_squared_error: 17.6704 - output09_mean_squared_error: 22.6967 - output10_mean_squared_error: 20.5531 - output11_mean_squared_error: 22.4214 - output12_mean_squared_error: 20.7081 - output13_mean_squared_error: 30.3418 - output14_mean_squared_error: 23.4861 - output15_mean_squared_error: 33.5350 - output16_mean_squared_error: 21.6749 - output17_mean_squared_error: 28.2273 - output18_mean_squared_error: 15.8496 - output19_mean_squared_error: 13.8902 - output20_mean_squared_error: 18.9693 - output21_mean_squared_error: 34.9522 - output22_mean_squared_error: 25.0635 - output23_mean_squared_error: 16.5598 - output24_mean_squared_error: 25.2757 - output25_mean_squared_error: 30.1750 - output26_mean_squared_error: 16.1046 - output27_mean_squared_error: 32.5096 - output28_mean_squared_error: 27.6105 - output29_mean_squared_error: 37.2467 Epoch 507/2000 121/121 [==============================] - 0s 639us/step - loss: 744.6260 - output00_loss: 13.4259 - output01_loss: 18.0877 - output02_loss: 27.2016 - output03_loss: 38.1146 - output04_loss: 33.6885 - output05_loss: 20.1928 - output06_loss: 28.7221 - output07_loss: 29.9376 - output08_loss: 17.6585 - output09_loss: 22.6814 - output10_loss: 20.5470 - output11_loss: 22.4127 - output12_loss: 20.6938 - output13_loss: 30.3311 - output14_loss: 23.4730 - output15_loss: 33.5217 - output16_loss: 21.6701 - output17_loss: 28.2030 - output18_loss: 15.8413 - output19_loss: 13.8841 - output20_loss: 18.9517 - output21_loss: 34.9319 - output22_loss: 25.0532 - output23_loss: 16.5547 - output24_loss: 25.2625 - output25_loss: 30.1652 - output26_loss: 16.0976 - output27_loss: 32.4970 - output28_loss: 27.5965 - output29_loss: 37.2274 - output00_mean_squared_error: 13.4259 - output01_mean_squared_error: 18.0877 - output02_mean_squared_error: 27.2016 - output03_mean_squared_error: 38.1146 - output04_mean_squared_error: 33.6885 - output05_mean_squared_error: 20.1928 - output06_mean_squared_error: 28.7221 - output07_mean_squared_error: 29.9376 - output08_mean_squared_error: 17.6585 - output09_mean_squared_error: 22.6814 - output10_mean_squared_error: 20.5470 - output11_mean_squared_error: 22.4127 - output12_mean_squared_error: 20.6938 - output13_mean_squared_error: 30.3311 - output14_mean_squared_error: 23.4730 - output15_mean_squared_error: 33.5217 - output16_mean_squared_error: 21.6701 - output17_mean_squared_error: 28.2030 - output18_mean_squared_error: 15.8413 - output19_mean_squared_error: 13.8841 - output20_mean_squared_error: 18.9517 - output21_mean_squared_error: 34.9319 - output22_mean_squared_error: 25.0532 - output23_mean_squared_error: 16.5547 - output24_mean_squared_error: 25.2625 - output25_mean_squared_error: 30.1652 - output26_mean_squared_error: 16.0976 - output27_mean_squared_error: 32.4970 - output28_mean_squared_error: 27.5965 - output29_mean_squared_error: 37.2274 Epoch 508/2000 121/121 [==============================] - 0s 1ms/step - loss: 744.2452 - output00_loss: 13.4210 - output01_loss: 18.0756 - output02_loss: 27.1857 - output03_loss: 38.0956 - output04_loss: 33.6742 - output05_loss: 20.1845 - output06_loss: 28.7027 - output07_loss: 29.9160 - output08_loss: 17.6466 - output09_loss: 22.6663 - output10_loss: 20.5410 - output11_loss: 22.4040 - output12_loss: 20.6795 - output13_loss: 30.3203 - output14_loss: 23.4599 - output15_loss: 33.5083 - output16_loss: 21.6652 - output17_loss: 28.1788 - output18_loss: 15.8331 - output19_loss: 13.8781 - output20_loss: 18.9341 - output21_loss: 34.9116 - output22_loss: 25.0430 - output23_loss: 16.5496 - output24_loss: 25.2494 - output25_loss: 30.1553 - output26_loss: 16.0907 - output27_loss: 32.4845 - output28_loss: 27.5826 - output29_loss: 37.2082 - output00_mean_squared_error: 13.4210 - output01_mean_squared_error: 18.0756 - output02_mean_squared_error: 27.1857 - output03_mean_squared_error: 38.0956 - output04_mean_squared_error: 33.6742 - output05_mean_squared_error: 20.1845 - output06_mean_squared_error: 28.7027 - output07_mean_squared_error: 29.9160 - output08_mean_squared_error: 17.6466 - output09_mean_squared_error: 22.6663 - output10_mean_squared_error: 20.5410 - output11_mean_squared_error: 22.4040 - output12_mean_squared_error: 20.6795 - output13_mean_squared_error: 30.3203 - output14_mean_squared_error: 23.4599 - output15_mean_squared_error: 33.5083 - output16_mean_squared_error: 21.6652 - output17_mean_squared_error: 28.1788 - output18_mean_squared_error: 15.8331 - output19_mean_squared_error: 13.8781 - output20_mean_squared_error: 18.9341 - output21_mean_squared_error: 34.9116 - output22_mean_squared_error: 25.0430 - output23_mean_squared_error: 16.5496 - output24_mean_squared_error: 25.2494 - output25_mean_squared_error: 30.1553 - output26_mean_squared_error: 16.0907 - output27_mean_squared_error: 32.4845 - output28_mean_squared_error: 27.5826 - output29_mean_squared_error: 37.2082 Epoch 509/2000 121/121 [==============================] - 0s 1ms/step - loss: 743.8655 - output00_loss: 13.4160 - output01_loss: 18.0635 - output02_loss: 27.1698 - output03_loss: 38.0767 - output04_loss: 33.6599 - output05_loss: 20.1761 - output06_loss: 28.6834 - output07_loss: 29.8946 - output08_loss: 17.6347 - output09_loss: 22.6512 - output10_loss: 20.5349 - output11_loss: 22.3954 - output12_loss: 20.6654 - output13_loss: 30.3096 - output14_loss: 23.4468 - output15_loss: 33.4950 - output16_loss: 21.6604 - output17_loss: 28.1547 - output18_loss: 15.8249 - output19_loss: 13.8721 - output20_loss: 18.9165 - output21_loss: 34.8914 - output22_loss: 25.0327 - output23_loss: 16.5445 - output24_loss: 25.2363 - output25_loss: 30.1456 - output26_loss: 16.0838 - output27_loss: 32.4720 - output28_loss: 27.5686 - output29_loss: 37.1890 - output00_mean_squared_error: 13.4160 - output01_mean_squared_error: 18.0635 - output02_mean_squared_error: 27.1698 - output03_mean_squared_error: 38.0767 - output04_mean_squared_error: 33.6599 - output05_mean_squared_error: 20.1761 - output06_mean_squared_error: 28.6834 - output07_mean_squared_error: 29.8946 - output08_mean_squared_error: 17.6347 - output09_mean_squared_error: 22.6512 - output10_mean_squared_error: 20.5349 - output11_mean_squared_error: 22.3954 - output12_mean_squared_error: 20.6654 - output13_mean_squared_error: 30.3096 - output14_mean_squared_error: 23.4468 - output15_mean_squared_error: 33.4950 - output16_mean_squared_error: 21.6604 - output17_mean_squared_error: 28.1547 - output18_mean_squared_error: 15.8249 - output19_mean_squared_error: 13.8721 - output20_mean_squared_error: 18.9165 - output21_mean_squared_error: 34.8914 - output22_mean_squared_error: 25.0327 - output23_mean_squared_error: 16.5445 - output24_mean_squared_error: 25.2363 - output25_mean_squared_error: 30.1456 - output26_mean_squared_error: 16.0838 - output27_mean_squared_error: 32.4720 - output28_mean_squared_error: 27.5686 - output29_mean_squared_error: 37.1890 Epoch 510/2000 121/121 [==============================] - 0s 1ms/step - loss: 743.4871 - output00_loss: 13.4111 - output01_loss: 18.0515 - output02_loss: 27.1540 - output03_loss: 38.0578 - output04_loss: 33.6457 - output05_loss: 20.1678 - output06_loss: 28.6641 - output07_loss: 29.8731 - output08_loss: 17.6229 - output09_loss: 22.6362 - output10_loss: 20.5289 - output11_loss: 22.3868 - output12_loss: 20.6512 - output13_loss: 30.2988 - output14_loss: 23.4337 - output15_loss: 33.4818 - output16_loss: 21.6557 - output17_loss: 28.1308 - output18_loss: 15.8168 - output19_loss: 13.8660 - output20_loss: 18.8990 - output21_loss: 34.8713 - output22_loss: 25.0226 - output23_loss: 16.5395 - output24_loss: 25.2233 - output25_loss: 30.1358 - output26_loss: 16.0769 - output27_loss: 32.4595 - output28_loss: 27.5547 - output29_loss: 37.1699 - output00_mean_squared_error: 13.4111 - output01_mean_squared_error: 18.0515 - output02_mean_squared_error: 27.1540 - output03_mean_squared_error: 38.0578 - output04_mean_squared_error: 33.6457 - output05_mean_squared_error: 20.1678 - output06_mean_squared_error: 28.6641 - output07_mean_squared_error: 29.8731 - output08_mean_squared_error: 17.6229 - output09_mean_squared_error: 22.6362 - output10_mean_squared_error: 20.5289 - output11_mean_squared_error: 22.3868 - output12_mean_squared_error: 20.6512 - output13_mean_squared_error: 30.2988 - output14_mean_squared_error: 23.4337 - output15_mean_squared_error: 33.4818 - output16_mean_squared_error: 21.6557 - output17_mean_squared_error: 28.1308 - output18_mean_squared_error: 15.8168 - output19_mean_squared_error: 13.8660 - output20_mean_squared_error: 18.8990 - output21_mean_squared_error: 34.8713 - output22_mean_squared_error: 25.0226 - output23_mean_squared_error: 16.5395 - output24_mean_squared_error: 25.2233 - output25_mean_squared_error: 30.1358 - output26_mean_squared_error: 16.0769 - output27_mean_squared_error: 32.4595 - output28_mean_squared_error: 27.5547 - output29_mean_squared_error: 37.1699 Epoch 511/2000 121/121 [==============================] - 0s 992us/step - loss: 743.1099 - output00_loss: 13.4062 - output01_loss: 18.0394 - output02_loss: 27.1382 - output03_loss: 38.0390 - output04_loss: 33.6314 - output05_loss: 20.1596 - output06_loss: 28.6449 - output07_loss: 29.8518 - output08_loss: 17.6111 - output09_loss: 22.6212 - output10_loss: 20.5230 - output11_loss: 22.3782 - output12_loss: 20.6371 - output13_loss: 30.2881 - output14_loss: 23.4206 - output15_loss: 33.4685 - output16_loss: 21.6509 - output17_loss: 28.1069 - output18_loss: 15.8086 - output19_loss: 13.8600 - output20_loss: 18.8816 - output21_loss: 34.8513 - output22_loss: 25.0124 - output23_loss: 16.5345 - output24_loss: 25.2104 - output25_loss: 30.1261 - output26_loss: 16.0701 - output27_loss: 32.4471 - output28_loss: 27.5408 - output29_loss: 37.1507 - output00_mean_squared_error: 13.4062 - output01_mean_squared_error: 18.0394 - output02_mean_squared_error: 27.1382 - output03_mean_squared_error: 38.0390 - output04_mean_squared_error: 33.6314 - output05_mean_squared_error: 20.1596 - output06_mean_squared_error: 28.6449 - output07_mean_squared_error: 29.8518 - output08_mean_squared_error: 17.6111 - output09_mean_squared_error: 22.6212 - output10_mean_squared_error: 20.5230 - output11_mean_squared_error: 22.3782 - output12_mean_squared_error: 20.6371 - output13_mean_squared_error: 30.2881 - output14_mean_squared_error: 23.4206 - output15_mean_squared_error: 33.4685 - output16_mean_squared_error: 21.6509 - output17_mean_squared_error: 28.1069 - output18_mean_squared_error: 15.8086 - output19_mean_squared_error: 13.8600 - output20_mean_squared_error: 18.8816 - output21_mean_squared_error: 34.8513 - output22_mean_squared_error: 25.0124 - output23_mean_squared_error: 16.5345 - output24_mean_squared_error: 25.2104 - output25_mean_squared_error: 30.1261 - output26_mean_squared_error: 16.0701 - output27_mean_squared_error: 32.4471 - output28_mean_squared_error: 27.5408 - output29_mean_squared_error: 37.1507 Epoch 512/2000 121/121 [==============================] - 0s 942us/step - loss: 742.7338 - output00_loss: 13.4013 - output01_loss: 18.0274 - output02_loss: 27.1225 - output03_loss: 38.0202 - output04_loss: 33.6172 - output05_loss: 20.1514 - output06_loss: 28.6257 - output07_loss: 29.8305 - output08_loss: 17.5993 - output09_loss: 22.6063 - output10_loss: 20.5170 - output11_loss: 22.3697 - output12_loss: 20.6231 - output13_loss: 30.2775 - output14_loss: 23.4076 - output15_loss: 33.4553 - output16_loss: 21.6462 - output17_loss: 28.0831 - output18_loss: 15.8006 - output19_loss: 13.8540 - output20_loss: 18.8641 - output21_loss: 34.8313 - output22_loss: 25.0023 - output23_loss: 16.5295 - output24_loss: 25.1974 - output25_loss: 30.1165 - output26_loss: 16.0633 - output27_loss: 32.4348 - output28_loss: 27.5270 - output29_loss: 37.1316 - output00_mean_squared_error: 13.4013 - output01_mean_squared_error: 18.0274 - output02_mean_squared_error: 27.1225 - output03_mean_squared_error: 38.0202 - output04_mean_squared_error: 33.6172 - output05_mean_squared_error: 20.1514 - output06_mean_squared_error: 28.6257 - output07_mean_squared_error: 29.8305 - output08_mean_squared_error: 17.5993 - output09_mean_squared_error: 22.6063 - output10_mean_squared_error: 20.5170 - output11_mean_squared_error: 22.3697 - output12_mean_squared_error: 20.6231 - output13_mean_squared_error: 30.2775 - output14_mean_squared_error: 23.4076 - output15_mean_squared_error: 33.4553 - output16_mean_squared_error: 21.6462 - output17_mean_squared_error: 28.0831 - output18_mean_squared_error: 15.8006 - output19_mean_squared_error: 13.8540 - output20_mean_squared_error: 18.8641 - output21_mean_squared_error: 34.8313 - output22_mean_squared_error: 25.0023 - output23_mean_squared_error: 16.5295 - output24_mean_squared_error: 25.1974 - output25_mean_squared_error: 30.1165 - output26_mean_squared_error: 16.0633 - output27_mean_squared_error: 32.4348 - output28_mean_squared_error: 27.5270 - output29_mean_squared_error: 37.1316 Epoch 513/2000 121/121 [==============================] - 0s 1ms/step - loss: 742.3589 - output00_loss: 13.3964 - output01_loss: 18.0155 - output02_loss: 27.1068 - output03_loss: 38.0015 - output04_loss: 33.6029 - output05_loss: 20.1432 - output06_loss: 28.6065 - output07_loss: 29.8093 - output08_loss: 17.5876 - output09_loss: 22.5915 - output10_loss: 20.5111 - output11_loss: 22.3612 - output12_loss: 20.6091 - output13_loss: 30.2668 - output14_loss: 23.3946 - output15_loss: 33.4421 - output16_loss: 21.6415 - output17_loss: 28.0595 - output18_loss: 15.7925 - output19_loss: 13.8480 - output20_loss: 18.8467 - output21_loss: 34.8114 - output22_loss: 24.9922 - output23_loss: 16.5245 - output24_loss: 25.1846 - output25_loss: 30.1069 - output26_loss: 16.0565 - output27_loss: 32.4225 - output28_loss: 27.5131 - output29_loss: 37.1125 - output00_mean_squared_error: 13.3964 - output01_mean_squared_error: 18.0155 - output02_mean_squared_error: 27.1068 - output03_mean_squared_error: 38.0015 - output04_mean_squared_error: 33.6029 - output05_mean_squared_error: 20.1432 - output06_mean_squared_error: 28.6065 - output07_mean_squared_error: 29.8093 - output08_mean_squared_error: 17.5876 - output09_mean_squared_error: 22.5915 - output10_mean_squared_error: 20.5111 - output11_mean_squared_error: 22.3612 - output12_mean_squared_error: 20.6091 - output13_mean_squared_error: 30.2668 - output14_mean_squared_error: 23.3946 - output15_mean_squared_error: 33.4421 - output16_mean_squared_error: 21.6415 - output17_mean_squared_error: 28.0595 - output18_mean_squared_error: 15.7925 - output19_mean_squared_error: 13.8480 - output20_mean_squared_error: 18.8467 - output21_mean_squared_error: 34.8114 - output22_mean_squared_error: 24.9922 - output23_mean_squared_error: 16.5245 - output24_mean_squared_error: 25.1846 - output25_mean_squared_error: 30.1069 - output26_mean_squared_error: 16.0565 - output27_mean_squared_error: 32.4225 - output28_mean_squared_error: 27.5131 - output29_mean_squared_error: 37.1125 Epoch 514/2000 121/121 [==============================] - 0s 991us/step - loss: 741.9851 - output00_loss: 13.3916 - output01_loss: 18.0036 - output02_loss: 27.0912 - output03_loss: 37.9828 - output04_loss: 33.5887 - output05_loss: 20.1351 - output06_loss: 28.5873 - output07_loss: 29.7882 - output08_loss: 17.5760 - output09_loss: 22.5768 - output10_loss: 20.5052 - output11_loss: 22.3528 - output12_loss: 20.5952 - output13_loss: 30.2562 - output14_loss: 23.3817 - output15_loss: 33.4290 - output16_loss: 21.6369 - output17_loss: 28.0359 - output18_loss: 15.7846 - output19_loss: 13.8420 - output20_loss: 18.8294 - output21_loss: 34.7916 - output22_loss: 24.9822 - output23_loss: 16.5196 - output24_loss: 25.1718 - output25_loss: 30.0973 - output26_loss: 16.0498 - output27_loss: 32.4102 - output28_loss: 27.4993 - output29_loss: 37.0934 - output00_mean_squared_error: 13.3916 - output01_mean_squared_error: 18.0036 - output02_mean_squared_error: 27.0912 - output03_mean_squared_error: 37.9828 - output04_mean_squared_error: 33.5887 - output05_mean_squared_error: 20.1351 - output06_mean_squared_error: 28.5873 - output07_mean_squared_error: 29.7882 - output08_mean_squared_error: 17.5760 - output09_mean_squared_error: 22.5768 - output10_mean_squared_error: 20.5052 - output11_mean_squared_error: 22.3528 - output12_mean_squared_error: 20.5952 - output13_mean_squared_error: 30.2562 - output14_mean_squared_error: 23.3817 - output15_mean_squared_error: 33.4290 - output16_mean_squared_error: 21.6369 - output17_mean_squared_error: 28.0359 - output18_mean_squared_error: 15.7846 - output19_mean_squared_error: 13.8420 - output20_mean_squared_error: 18.8294 - output21_mean_squared_error: 34.7916 - output22_mean_squared_error: 24.9822 - output23_mean_squared_error: 16.5196 - output24_mean_squared_error: 25.1718 - output25_mean_squared_error: 30.0973 - output26_mean_squared_error: 16.0498 - output27_mean_squared_error: 32.4102 - output28_mean_squared_error: 27.4993 - output29_mean_squared_error: 37.0934 Epoch 515/2000 121/121 [==============================] - 0s 885us/step - loss: 741.6125 - output00_loss: 13.3867 - output01_loss: 17.9917 - output02_loss: 27.0756 - output03_loss: 37.9642 - output04_loss: 33.5746 - output05_loss: 20.1270 - output06_loss: 28.5682 - output07_loss: 29.7672 - output08_loss: 17.5644 - output09_loss: 22.5621 - output10_loss: 20.4993 - output11_loss: 22.3444 - output12_loss: 20.5813 - output13_loss: 30.2455 - output14_loss: 23.3688 - output15_loss: 33.4159 - output16_loss: 21.6323 - output17_loss: 28.0125 - output18_loss: 15.7766 - output19_loss: 13.8360 - output20_loss: 18.8121 - output21_loss: 34.7719 - output22_loss: 24.9722 - output23_loss: 16.5146 - output24_loss: 25.1590 - output25_loss: 30.0878 - output26_loss: 16.0430 - output27_loss: 32.3980 - output28_loss: 27.4855 - output29_loss: 37.0743 - output00_mean_squared_error: 13.3867 - output01_mean_squared_error: 17.9917 - output02_mean_squared_error: 27.0756 - output03_mean_squared_error: 37.9642 - output04_mean_squared_error: 33.5746 - output05_mean_squared_error: 20.1270 - output06_mean_squared_error: 28.5682 - output07_mean_squared_error: 29.7672 - output08_mean_squared_error: 17.5644 - output09_mean_squared_error: 22.5621 - output10_mean_squared_error: 20.4993 - output11_mean_squared_error: 22.3444 - output12_mean_squared_error: 20.5813 - output13_mean_squared_error: 30.2455 - output14_mean_squared_error: 23.3688 - output15_mean_squared_error: 33.4159 - output16_mean_squared_error: 21.6323 - output17_mean_squared_error: 28.0125 - output18_mean_squared_error: 15.7766 - output19_mean_squared_error: 13.8360 - output20_mean_squared_error: 18.8121 - output21_mean_squared_error: 34.7719 - output22_mean_squared_error: 24.9722 - output23_mean_squared_error: 16.5146 - output24_mean_squared_error: 25.1590 - output25_mean_squared_error: 30.0878 - output26_mean_squared_error: 16.0430 - output27_mean_squared_error: 32.3980 - output28_mean_squared_error: 27.4855 - output29_mean_squared_error: 37.0743 Epoch 516/2000 121/121 [==============================] - 0s 734us/step - loss: 741.2413 - output00_loss: 13.3819 - output01_loss: 17.9798 - output02_loss: 27.0601 - output03_loss: 37.9456 - output04_loss: 33.5604 - output05_loss: 20.1189 - output06_loss: 28.5491 - output07_loss: 29.7462 - output08_loss: 17.5528 - output09_loss: 22.5475 - output10_loss: 20.4935 - output11_loss: 22.3361 - output12_loss: 20.5675 - output13_loss: 30.2349 - output14_loss: 23.3558 - output15_loss: 33.4028 - output16_loss: 21.6277 - output17_loss: 27.9891 - output18_loss: 15.7687 - output19_loss: 13.8301 - output20_loss: 18.7948 - output21_loss: 34.7523 - output22_loss: 24.9622 - output23_loss: 16.5097 - output24_loss: 25.1463 - output25_loss: 30.0784 - output26_loss: 16.0364 - output27_loss: 32.3858 - output28_loss: 27.4717 - output29_loss: 37.0553 - output00_mean_squared_error: 13.3819 - output01_mean_squared_error: 17.9798 - output02_mean_squared_error: 27.0601 - output03_mean_squared_error: 37.9456 - output04_mean_squared_error: 33.5604 - output05_mean_squared_error: 20.1189 - output06_mean_squared_error: 28.5491 - output07_mean_squared_error: 29.7462 - output08_mean_squared_error: 17.5528 - output09_mean_squared_error: 22.5475 - output10_mean_squared_error: 20.4935 - output11_mean_squared_error: 22.3361 - output12_mean_squared_error: 20.5675 - output13_mean_squared_error: 30.2349 - output14_mean_squared_error: 23.3558 - output15_mean_squared_error: 33.4028 - output16_mean_squared_error: 21.6277 - output17_mean_squared_error: 27.9891 - output18_mean_squared_error: 15.7687 - output19_mean_squared_error: 13.8301 - output20_mean_squared_error: 18.7948 - output21_mean_squared_error: 34.7523 - output22_mean_squared_error: 24.9622 - output23_mean_squared_error: 16.5097 - output24_mean_squared_error: 25.1463 - output25_mean_squared_error: 30.0784 - output26_mean_squared_error: 16.0364 - output27_mean_squared_error: 32.3858 - output28_mean_squared_error: 27.4717 - output29_mean_squared_error: 37.0553 Epoch 517/2000 121/121 [==============================] - 0s 507us/step - loss: 740.8711 - output00_loss: 13.3772 - output01_loss: 17.9680 - output02_loss: 27.0446 - output03_loss: 37.9271 - output04_loss: 33.5462 - output05_loss: 20.1109 - output06_loss: 28.5300 - output07_loss: 29.7253 - output08_loss: 17.5412 - output09_loss: 22.5329 - output10_loss: 20.4876 - output11_loss: 22.3278 - output12_loss: 20.5537 - output13_loss: 30.2244 - output14_loss: 23.3430 - output15_loss: 33.3897 - output16_loss: 21.6231 - output17_loss: 27.9659 - output18_loss: 15.7609 - output19_loss: 13.8241 - output20_loss: 18.7776 - output21_loss: 34.7327 - output22_loss: 24.9523 - output23_loss: 16.5049 - output24_loss: 25.1336 - output25_loss: 30.0689 - output26_loss: 16.0297 - output27_loss: 32.3737 - output28_loss: 27.4579 - output29_loss: 37.0362 - output00_mean_squared_error: 13.3772 - output01_mean_squared_error: 17.9680 - output02_mean_squared_error: 27.0446 - output03_mean_squared_error: 37.9271 - output04_mean_squared_error: 33.5462 - output05_mean_squared_error: 20.1109 - output06_mean_squared_error: 28.5300 - output07_mean_squared_error: 29.7253 - output08_mean_squared_error: 17.5412 - output09_mean_squared_error: 22.5329 - output10_mean_squared_error: 20.4876 - output11_mean_squared_error: 22.3278 - output12_mean_squared_error: 20.5537 - output13_mean_squared_error: 30.2244 - output14_mean_squared_error: 23.3430 - output15_mean_squared_error: 33.3897 - output16_mean_squared_error: 21.6231 - output17_mean_squared_error: 27.9659 - output18_mean_squared_error: 15.7609 - output19_mean_squared_error: 13.8241 - output20_mean_squared_error: 18.7776 - output21_mean_squared_error: 34.7327 - output22_mean_squared_error: 24.9523 - output23_mean_squared_error: 16.5049 - output24_mean_squared_error: 25.1336 - output25_mean_squared_error: 30.0689 - output26_mean_squared_error: 16.0297 - output27_mean_squared_error: 32.3737 - output28_mean_squared_error: 27.4579 - output29_mean_squared_error: 37.0362 Epoch 518/2000 121/121 [==============================] - 0s 828us/step - loss: 740.5021 - output00_loss: 13.3724 - output01_loss: 17.9562 - output02_loss: 27.0292 - output03_loss: 37.9087 - output04_loss: 33.5321 - output05_loss: 20.1030 - output06_loss: 28.5110 - output07_loss: 29.7045 - output08_loss: 17.5297 - output09_loss: 22.5185 - output10_loss: 20.4818 - output11_loss: 22.3195 - output12_loss: 20.5399 - output13_loss: 30.2138 - output14_loss: 23.3301 - output15_loss: 33.3767 - output16_loss: 21.6185 - output17_loss: 27.9428 - output18_loss: 15.7530 - output19_loss: 13.8182 - output20_loss: 18.7604 - output21_loss: 34.7132 - output22_loss: 24.9424 - output23_loss: 16.5000 - output24_loss: 25.1210 - output25_loss: 30.0595 - output26_loss: 16.0231 - output27_loss: 32.3616 - output28_loss: 27.4441 - output29_loss: 37.0172 - output00_mean_squared_error: 13.3724 - output01_mean_squared_error: 17.9562 - output02_mean_squared_error: 27.0292 - output03_mean_squared_error: 37.9087 - output04_mean_squared_error: 33.5321 - output05_mean_squared_error: 20.1030 - output06_mean_squared_error: 28.5110 - output07_mean_squared_error: 29.7045 - output08_mean_squared_error: 17.5297 - output09_mean_squared_error: 22.5185 - output10_mean_squared_error: 20.4818 - output11_mean_squared_error: 22.3195 - output12_mean_squared_error: 20.5399 - output13_mean_squared_error: 30.2138 - output14_mean_squared_error: 23.3301 - output15_mean_squared_error: 33.3767 - output16_mean_squared_error: 21.6185 - output17_mean_squared_error: 27.9428 - output18_mean_squared_error: 15.7530 - output19_mean_squared_error: 13.8182 - output20_mean_squared_error: 18.7604 - output21_mean_squared_error: 34.7132 - output22_mean_squared_error: 24.9424 - output23_mean_squared_error: 16.5000 - output24_mean_squared_error: 25.1210 - output25_mean_squared_error: 30.0595 - output26_mean_squared_error: 16.0231 - output27_mean_squared_error: 32.3616 - output28_mean_squared_error: 27.4441 - output29_mean_squared_error: 37.0172 Epoch 519/2000 121/121 [==============================] - 0s 922us/step - loss: 740.1343 - output00_loss: 13.3677 - output01_loss: 17.9445 - output02_loss: 27.0138 - output03_loss: 37.8903 - output04_loss: 33.5180 - output05_loss: 20.0951 - output06_loss: 28.4920 - output07_loss: 29.6837 - output08_loss: 17.5182 - output09_loss: 22.5041 - output10_loss: 20.4761 - output11_loss: 22.3113 - output12_loss: 20.5262 - output13_loss: 30.2032 - output14_loss: 23.3173 - output15_loss: 33.3637 - output16_loss: 21.6140 - output17_loss: 27.9197 - output18_loss: 15.7453 - output19_loss: 13.8122 - output20_loss: 18.7432 - output21_loss: 34.6938 - output22_loss: 24.9326 - output23_loss: 16.4952 - output24_loss: 25.1084 - output25_loss: 30.0502 - output26_loss: 16.0165 - output27_loss: 32.3495 - output28_loss: 27.4304 - output29_loss: 36.9982 - output00_mean_squared_error: 13.3677 - output01_mean_squared_error: 17.9445 - output02_mean_squared_error: 27.0138 - output03_mean_squared_error: 37.8903 - output04_mean_squared_error: 33.5180 - output05_mean_squared_error: 20.0951 - output06_mean_squared_error: 28.4920 - output07_mean_squared_error: 29.6837 - output08_mean_squared_error: 17.5182 - output09_mean_squared_error: 22.5041 - output10_mean_squared_error: 20.4761 - output11_mean_squared_error: 22.3113 - output12_mean_squared_error: 20.5262 - output13_mean_squared_error: 30.2032 - output14_mean_squared_error: 23.3173 - output15_mean_squared_error: 33.3637 - output16_mean_squared_error: 21.6140 - output17_mean_squared_error: 27.9197 - output18_mean_squared_error: 15.7453 - output19_mean_squared_error: 13.8122 - output20_mean_squared_error: 18.7432 - output21_mean_squared_error: 34.6938 - output22_mean_squared_error: 24.9326 - output23_mean_squared_error: 16.4952 - output24_mean_squared_error: 25.1084 - output25_mean_squared_error: 30.0502 - output26_mean_squared_error: 16.0165 - output27_mean_squared_error: 32.3495 - output28_mean_squared_error: 27.4304 - output29_mean_squared_error: 36.9982 Epoch 520/2000 121/121 [==============================] - 0s 859us/step - loss: 739.7676 - output00_loss: 13.3630 - output01_loss: 17.9328 - output02_loss: 26.9985 - output03_loss: 37.8719 - output04_loss: 33.5039 - output05_loss: 20.0872 - output06_loss: 28.4730 - output07_loss: 29.6630 - output08_loss: 17.5068 - output09_loss: 22.4897 - output10_loss: 20.4703 - output11_loss: 22.3031 - output12_loss: 20.5126 - output13_loss: 30.1927 - output14_loss: 23.3045 - output15_loss: 33.3507 - output16_loss: 21.6095 - output17_loss: 27.8968 - output18_loss: 15.7375 - output19_loss: 13.8063 - output20_loss: 18.7261 - output21_loss: 34.6744 - output22_loss: 24.9227 - output23_loss: 16.4904 - output24_loss: 25.0958 - output25_loss: 30.0409 - output26_loss: 16.0099 - output27_loss: 32.3375 - output28_loss: 27.4167 - output29_loss: 36.9793 - output00_mean_squared_error: 13.3630 - output01_mean_squared_error: 17.9328 - output02_mean_squared_error: 26.9985 - output03_mean_squared_error: 37.8719 - output04_mean_squared_error: 33.5039 - output05_mean_squared_error: 20.0872 - output06_mean_squared_error: 28.4730 - output07_mean_squared_error: 29.6630 - output08_mean_squared_error: 17.5068 - output09_mean_squared_error: 22.4897 - output10_mean_squared_error: 20.4703 - output11_mean_squared_error: 22.3031 - output12_mean_squared_error: 20.5126 - output13_mean_squared_error: 30.1927 - output14_mean_squared_error: 23.3045 - output15_mean_squared_error: 33.3507 - output16_mean_squared_error: 21.6095 - output17_mean_squared_error: 27.8968 - output18_mean_squared_error: 15.7375 - output19_mean_squared_error: 13.8063 - output20_mean_squared_error: 18.7261 - output21_mean_squared_error: 34.6744 - output22_mean_squared_error: 24.9227 - output23_mean_squared_error: 16.4904 - output24_mean_squared_error: 25.0958 - output25_mean_squared_error: 30.0409 - output26_mean_squared_error: 16.0099 - output27_mean_squared_error: 32.3375 - output28_mean_squared_error: 27.4167 - output29_mean_squared_error: 36.9793 Epoch 521/2000 121/121 [==============================] - 0s 780us/step - loss: 739.4019 - output00_loss: 13.3583 - output01_loss: 17.9211 - output02_loss: 26.9832 - output03_loss: 37.8536 - output04_loss: 33.4898 - output05_loss: 20.0794 - output06_loss: 28.4540 - output07_loss: 29.6424 - output08_loss: 17.4954 - output09_loss: 22.4754 - output10_loss: 20.4646 - output11_loss: 22.2950 - output12_loss: 20.4990 - output13_loss: 30.1822 - output14_loss: 23.2917 - output15_loss: 33.3378 - output16_loss: 21.6050 - output17_loss: 27.8739 - output18_loss: 15.7298 - output19_loss: 13.8004 - output20_loss: 18.7090 - output21_loss: 34.6551 - output22_loss: 24.9129 - output23_loss: 16.4856 - output24_loss: 25.0833 - output25_loss: 30.0316 - output26_loss: 16.0033 - output27_loss: 32.3256 - output28_loss: 27.4030 - output29_loss: 36.9603 - output00_mean_squared_error: 13.3583 - output01_mean_squared_error: 17.9211 - output02_mean_squared_error: 26.9832 - output03_mean_squared_error: 37.8536 - output04_mean_squared_error: 33.4898 - output05_mean_squared_error: 20.0794 - output06_mean_squared_error: 28.4540 - output07_mean_squared_error: 29.6424 - output08_mean_squared_error: 17.4954 - output09_mean_squared_error: 22.4754 - output10_mean_squared_error: 20.4646 - output11_mean_squared_error: 22.2950 - output12_mean_squared_error: 20.4990 - output13_mean_squared_error: 30.1822 - output14_mean_squared_error: 23.2917 - output15_mean_squared_error: 33.3378 - output16_mean_squared_error: 21.6050 - output17_mean_squared_error: 27.8739 - output18_mean_squared_error: 15.7298 - output19_mean_squared_error: 13.8004 - output20_mean_squared_error: 18.7090 - output21_mean_squared_error: 34.6551 - output22_mean_squared_error: 24.9129 - output23_mean_squared_error: 16.4856 - output24_mean_squared_error: 25.0833 - output25_mean_squared_error: 30.0316 - output26_mean_squared_error: 16.0033 - output27_mean_squared_error: 32.3256 - output28_mean_squared_error: 27.4030 - output29_mean_squared_error: 36.9603 Epoch 522/2000 121/121 [==============================] - 0s 808us/step - loss: 739.0375 - output00_loss: 13.3536 - output01_loss: 17.9094 - output02_loss: 26.9680 - output03_loss: 37.8354 - output04_loss: 33.4757 - output05_loss: 20.0716 - output06_loss: 28.4351 - output07_loss: 29.6219 - output08_loss: 17.4841 - output09_loss: 22.4612 - output10_loss: 20.4589 - output11_loss: 22.2868 - output12_loss: 20.4855 - output13_loss: 30.1717 - output14_loss: 23.2790 - output15_loss: 33.3249 - output16_loss: 21.6005 - output17_loss: 27.8512 - output18_loss: 15.7222 - output19_loss: 13.7945 - output20_loss: 18.6920 - output21_loss: 34.6359 - output22_loss: 24.9032 - output23_loss: 16.4809 - output24_loss: 25.0709 - output25_loss: 30.0224 - output26_loss: 15.9968 - output27_loss: 32.3137 - output28_loss: 27.3893 - output29_loss: 36.9414 - output00_mean_squared_error: 13.3536 - output01_mean_squared_error: 17.9094 - output02_mean_squared_error: 26.9680 - output03_mean_squared_error: 37.8354 - output04_mean_squared_error: 33.4757 - output05_mean_squared_error: 20.0716 - output06_mean_squared_error: 28.4351 - output07_mean_squared_error: 29.6219 - output08_mean_squared_error: 17.4841 - output09_mean_squared_error: 22.4612 - output10_mean_squared_error: 20.4589 - output11_mean_squared_error: 22.2868 - output12_mean_squared_error: 20.4855 - output13_mean_squared_error: 30.1717 - output14_mean_squared_error: 23.2790 - output15_mean_squared_error: 33.3249 - output16_mean_squared_error: 21.6005 - output17_mean_squared_error: 27.8512 - output18_mean_squared_error: 15.7222 - output19_mean_squared_error: 13.7945 - output20_mean_squared_error: 18.6920 - output21_mean_squared_error: 34.6359 - output22_mean_squared_error: 24.9032 - output23_mean_squared_error: 16.4809 - output24_mean_squared_error: 25.0709 - output25_mean_squared_error: 30.0224 - output26_mean_squared_error: 15.9968 - output27_mean_squared_error: 32.3137 - output28_mean_squared_error: 27.3893 - output29_mean_squared_error: 36.9414 Epoch 523/2000 121/121 [==============================] - 0s 596us/step - loss: 738.6742 - output00_loss: 13.3490 - output01_loss: 17.8978 - output02_loss: 26.9528 - output03_loss: 37.8172 - output04_loss: 33.4616 - output05_loss: 20.0638 - output06_loss: 28.4162 - output07_loss: 29.6014 - output08_loss: 17.4728 - output09_loss: 22.4471 - output10_loss: 20.4532 - output11_loss: 22.2788 - output12_loss: 20.4720 - output13_loss: 30.1612 - output14_loss: 23.2663 - output15_loss: 33.3120 - output16_loss: 21.5961 - output17_loss: 27.8286 - output18_loss: 15.7145 - output19_loss: 13.7885 - output20_loss: 18.6750 - output21_loss: 34.6168 - output22_loss: 24.8935 - output23_loss: 16.4761 - output24_loss: 25.0585 - output25_loss: 30.0133 - output26_loss: 15.9903 - output27_loss: 32.3018 - output28_loss: 27.3756 - output29_loss: 36.9225 - output00_mean_squared_error: 13.3490 - output01_mean_squared_error: 17.8978 - output02_mean_squared_error: 26.9528 - output03_mean_squared_error: 37.8172 - output04_mean_squared_error: 33.4616 - output05_mean_squared_error: 20.0638 - output06_mean_squared_error: 28.4162 - output07_mean_squared_error: 29.6014 - output08_mean_squared_error: 17.4728 - output09_mean_squared_error: 22.4471 - output10_mean_squared_error: 20.4532 - output11_mean_squared_error: 22.2788 - output12_mean_squared_error: 20.4720 - output13_mean_squared_error: 30.1612 - output14_mean_squared_error: 23.2663 - output15_mean_squared_error: 33.3120 - output16_mean_squared_error: 21.5961 - output17_mean_squared_error: 27.8286 - output18_mean_squared_error: 15.7145 - output19_mean_squared_error: 13.7885 - output20_mean_squared_error: 18.6750 - output21_mean_squared_error: 34.6168 - output22_mean_squared_error: 24.8935 - output23_mean_squared_error: 16.4761 - output24_mean_squared_error: 25.0585 - output25_mean_squared_error: 30.0133 - output26_mean_squared_error: 15.9903 - output27_mean_squared_error: 32.3018 - output28_mean_squared_error: 27.3756 - output29_mean_squared_error: 36.9225 Epoch 524/2000 121/121 [==============================] - 0s 536us/step - loss: 738.3121 - output00_loss: 13.3443 - output01_loss: 17.8862 - output02_loss: 26.9377 - output03_loss: 37.7991 - output04_loss: 33.4476 - output05_loss: 20.0561 - output06_loss: 28.3974 - output07_loss: 29.5810 - output08_loss: 17.4615 - output09_loss: 22.4330 - output10_loss: 20.4475 - output11_loss: 22.2708 - output12_loss: 20.4585 - output13_loss: 30.1508 - output14_loss: 23.2536 - output15_loss: 33.2991 - output16_loss: 21.5917 - output17_loss: 27.8060 - output18_loss: 15.7070 - output19_loss: 13.7826 - output20_loss: 18.6580 - output21_loss: 34.5977 - output22_loss: 24.8838 - output23_loss: 16.4714 - output24_loss: 25.0462 - output25_loss: 30.0041 - output26_loss: 15.9838 - output27_loss: 32.2900 - output28_loss: 27.3620 - output29_loss: 36.9037 - output00_mean_squared_error: 13.3443 - output01_mean_squared_error: 17.8862 - output02_mean_squared_error: 26.9377 - output03_mean_squared_error: 37.7991 - output04_mean_squared_error: 33.4476 - output05_mean_squared_error: 20.0561 - output06_mean_squared_error: 28.3974 - output07_mean_squared_error: 29.5810 - output08_mean_squared_error: 17.4615 - output09_mean_squared_error: 22.4330 - output10_mean_squared_error: 20.4475 - output11_mean_squared_error: 22.2708 - output12_mean_squared_error: 20.4585 - output13_mean_squared_error: 30.1508 - output14_mean_squared_error: 23.2536 - output15_mean_squared_error: 33.2991 - output16_mean_squared_error: 21.5917 - output17_mean_squared_error: 27.8060 - output18_mean_squared_error: 15.7070 - output19_mean_squared_error: 13.7826 - output20_mean_squared_error: 18.6580 - output21_mean_squared_error: 34.5977 - output22_mean_squared_error: 24.8838 - output23_mean_squared_error: 16.4714 - output24_mean_squared_error: 25.0462 - output25_mean_squared_error: 30.0041 - output26_mean_squared_error: 15.9838 - output27_mean_squared_error: 32.2900 - output28_mean_squared_error: 27.3620 - output29_mean_squared_error: 36.9037 Epoch 525/2000 121/121 [==============================] - 0s 696us/step - loss: 737.9510 - output00_loss: 13.3397 - output01_loss: 17.8746 - output02_loss: 26.9226 - output03_loss: 37.7810 - output04_loss: 33.4336 - output05_loss: 20.0484 - output06_loss: 28.3785 - output07_loss: 29.5607 - output08_loss: 17.4503 - output09_loss: 22.4190 - output10_loss: 20.4419 - output11_loss: 22.2628 - output12_loss: 20.4451 - output13_loss: 30.1403 - output14_loss: 23.2409 - output15_loss: 33.2863 - output16_loss: 21.5873 - output17_loss: 27.7836 - output18_loss: 15.6994 - output19_loss: 13.7768 - output20_loss: 18.6411 - output21_loss: 34.5787 - output22_loss: 24.8742 - output23_loss: 16.4667 - output24_loss: 25.0338 - output25_loss: 29.9950 - output26_loss: 15.9774 - output27_loss: 32.2782 - output28_loss: 27.3484 - output29_loss: 36.8848 - output00_mean_squared_error: 13.3397 - output01_mean_squared_error: 17.8746 - output02_mean_squared_error: 26.9226 - output03_mean_squared_error: 37.7810 - output04_mean_squared_error: 33.4336 - output05_mean_squared_error: 20.0484 - output06_mean_squared_error: 28.3785 - output07_mean_squared_error: 29.5607 - output08_mean_squared_error: 17.4503 - output09_mean_squared_error: 22.4190 - output10_mean_squared_error: 20.4419 - output11_mean_squared_error: 22.2628 - output12_mean_squared_error: 20.4451 - output13_mean_squared_error: 30.1403 - output14_mean_squared_error: 23.2409 - output15_mean_squared_error: 33.2863 - output16_mean_squared_error: 21.5873 - output17_mean_squared_error: 27.7836 - output18_mean_squared_error: 15.6994 - output19_mean_squared_error: 13.7768 - output20_mean_squared_error: 18.6411 - output21_mean_squared_error: 34.5787 - output22_mean_squared_error: 24.8742 - output23_mean_squared_error: 16.4667 - output24_mean_squared_error: 25.0338 - output25_mean_squared_error: 29.9950 - output26_mean_squared_error: 15.9774 - output27_mean_squared_error: 32.2782 - output28_mean_squared_error: 27.3484 - output29_mean_squared_error: 36.8848 Epoch 526/2000 121/121 [==============================] - 0s 1ms/step - loss: 737.5914 - output00_loss: 13.3352 - output01_loss: 17.8631 - output02_loss: 26.9076 - output03_loss: 37.7630 - output04_loss: 33.4196 - output05_loss: 20.0408 - output06_loss: 28.3597 - output07_loss: 29.5404 - output08_loss: 17.4391 - output09_loss: 22.4050 - output10_loss: 20.4363 - output11_loss: 22.2549 - output12_loss: 20.4317 - output13_loss: 30.1299 - output14_loss: 23.2283 - output15_loss: 33.2735 - output16_loss: 21.5830 - output17_loss: 27.7612 - output18_loss: 15.6919 - output19_loss: 13.7709 - output20_loss: 18.6242 - output21_loss: 34.5598 - output22_loss: 24.8646 - output23_loss: 16.4621 - output24_loss: 25.0216 - output25_loss: 29.9860 - output26_loss: 15.9710 - output27_loss: 32.2665 - output28_loss: 27.3348 - output29_loss: 36.8660 - output00_mean_squared_error: 13.3352 - output01_mean_squared_error: 17.8631 - output02_mean_squared_error: 26.9076 - output03_mean_squared_error: 37.7630 - output04_mean_squared_error: 33.4196 - output05_mean_squared_error: 20.0408 - output06_mean_squared_error: 28.3597 - output07_mean_squared_error: 29.5404 - output08_mean_squared_error: 17.4391 - output09_mean_squared_error: 22.4050 - output10_mean_squared_error: 20.4363 - output11_mean_squared_error: 22.2549 - output12_mean_squared_error: 20.4317 - output13_mean_squared_error: 30.1299 - output14_mean_squared_error: 23.2283 - output15_mean_squared_error: 33.2735 - output16_mean_squared_error: 21.5830 - output17_mean_squared_error: 27.7612 - output18_mean_squared_error: 15.6919 - output19_mean_squared_error: 13.7709 - output20_mean_squared_error: 18.6242 - output21_mean_squared_error: 34.5598 - output22_mean_squared_error: 24.8646 - output23_mean_squared_error: 16.4621 - output24_mean_squared_error: 25.0216 - output25_mean_squared_error: 29.9860 - output26_mean_squared_error: 15.9710 - output27_mean_squared_error: 32.2665 - output28_mean_squared_error: 27.3348 - output29_mean_squared_error: 36.8660 Epoch 527/2000 121/121 [==============================] - 0s 652us/step - loss: 737.2325 - output00_loss: 13.3306 - output01_loss: 17.8516 - output02_loss: 26.8926 - output03_loss: 37.7450 - output04_loss: 33.4056 - output05_loss: 20.0332 - output06_loss: 28.3409 - output07_loss: 29.5203 - output08_loss: 17.4279 - output09_loss: 22.3911 - output10_loss: 20.4307 - output11_loss: 22.2470 - output12_loss: 20.4184 - output13_loss: 30.1195 - output14_loss: 23.2157 - output15_loss: 33.2607 - output16_loss: 21.5786 - output17_loss: 27.7390 - output18_loss: 15.6845 - output19_loss: 13.7650 - output20_loss: 18.6073 - output21_loss: 34.5410 - output22_loss: 24.8550 - output23_loss: 16.4574 - output24_loss: 25.0094 - output25_loss: 29.9770 - output26_loss: 15.9646 - output27_loss: 32.2548 - output28_loss: 27.3212 - output29_loss: 36.8471 - output00_mean_squared_error: 13.3306 - output01_mean_squared_error: 17.8516 - output02_mean_squared_error: 26.8926 - output03_mean_squared_error: 37.7450 - output04_mean_squared_error: 33.4056 - output05_mean_squared_error: 20.0332 - output06_mean_squared_error: 28.3409 - output07_mean_squared_error: 29.5203 - output08_mean_squared_error: 17.4279 - output09_mean_squared_error: 22.3911 - output10_mean_squared_error: 20.4307 - output11_mean_squared_error: 22.2470 - output12_mean_squared_error: 20.4184 - output13_mean_squared_error: 30.1195 - output14_mean_squared_error: 23.2157 - output15_mean_squared_error: 33.2607 - output16_mean_squared_error: 21.5786 - output17_mean_squared_error: 27.7390 - output18_mean_squared_error: 15.6845 - output19_mean_squared_error: 13.7650 - output20_mean_squared_error: 18.6073 - output21_mean_squared_error: 34.5410 - output22_mean_squared_error: 24.8550 - output23_mean_squared_error: 16.4574 - output24_mean_squared_error: 25.0094 - output25_mean_squared_error: 29.9770 - output26_mean_squared_error: 15.9646 - output27_mean_squared_error: 32.2548 - output28_mean_squared_error: 27.3212 - output29_mean_squared_error: 36.8471 Epoch 528/2000 121/121 [==============================] - 0s 1ms/step - loss: 736.8749 - output00_loss: 13.3261 - output01_loss: 17.8401 - output02_loss: 26.8776 - output03_loss: 37.7271 - output04_loss: 33.3916 - output05_loss: 20.0257 - output06_loss: 28.3222 - output07_loss: 29.5001 - output08_loss: 17.4168 - output09_loss: 22.3773 - output10_loss: 20.4251 - output11_loss: 22.2391 - output12_loss: 20.4052 - output13_loss: 30.1092 - output14_loss: 23.2031 - output15_loss: 33.2480 - output16_loss: 21.5743 - output17_loss: 27.7168 - output18_loss: 15.6770 - output19_loss: 13.7592 - output20_loss: 18.5905 - output21_loss: 34.5222 - output22_loss: 24.8454 - output23_loss: 16.4528 - output24_loss: 24.9972 - output25_loss: 29.9680 - output26_loss: 15.9582 - output27_loss: 32.2431 - output28_loss: 27.3076 - output29_loss: 36.8284 - output00_mean_squared_error: 13.3261 - output01_mean_squared_error: 17.8401 - output02_mean_squared_error: 26.8776 - output03_mean_squared_error: 37.7271 - output04_mean_squared_error: 33.3916 - output05_mean_squared_error: 20.0257 - output06_mean_squared_error: 28.3222 - output07_mean_squared_error: 29.5001 - output08_mean_squared_error: 17.4168 - output09_mean_squared_error: 22.3773 - output10_mean_squared_error: 20.4251 - output11_mean_squared_error: 22.2391 - output12_mean_squared_error: 20.4052 - output13_mean_squared_error: 30.1092 - output14_mean_squared_error: 23.2031 - output15_mean_squared_error: 33.2480 - output16_mean_squared_error: 21.5743 - output17_mean_squared_error: 27.7168 - output18_mean_squared_error: 15.6770 - output19_mean_squared_error: 13.7592 - output20_mean_squared_error: 18.5905 - output21_mean_squared_error: 34.5222 - output22_mean_squared_error: 24.8454 - output23_mean_squared_error: 16.4528 - output24_mean_squared_error: 24.9972 - output25_mean_squared_error: 29.9680 - output26_mean_squared_error: 15.9582 - output27_mean_squared_error: 32.2431 - output28_mean_squared_error: 27.3076 - output29_mean_squared_error: 36.8284 Epoch 529/2000 121/121 [==============================] - 0s 1ms/step - loss: 736.5184 - output00_loss: 13.3215 - output01_loss: 17.8287 - output02_loss: 26.8627 - output03_loss: 37.7092 - output04_loss: 33.3776 - output05_loss: 20.0182 - output06_loss: 28.3035 - output07_loss: 29.4801 - output08_loss: 17.4057 - output09_loss: 22.3635 - output10_loss: 20.4195 - output11_loss: 22.2313 - output12_loss: 20.3919 - output13_loss: 30.0988 - output14_loss: 23.1905 - output15_loss: 33.2353 - output16_loss: 21.5700 - output17_loss: 27.6948 - output18_loss: 15.6696 - output19_loss: 13.7533 - output20_loss: 18.5737 - output21_loss: 34.5035 - output22_loss: 24.8359 - output23_loss: 16.4482 - output24_loss: 24.9851 - output25_loss: 29.9591 - output26_loss: 15.9519 - output27_loss: 32.2315 - output28_loss: 27.2941 - output29_loss: 36.8096 - output00_mean_squared_error: 13.3215 - output01_mean_squared_error: 17.8287 - output02_mean_squared_error: 26.8627 - output03_mean_squared_error: 37.7092 - output04_mean_squared_error: 33.3776 - output05_mean_squared_error: 20.0182 - output06_mean_squared_error: 28.3035 - output07_mean_squared_error: 29.4801 - output08_mean_squared_error: 17.4057 - output09_mean_squared_error: 22.3635 - output10_mean_squared_error: 20.4195 - output11_mean_squared_error: 22.2313 - output12_mean_squared_error: 20.3919 - output13_mean_squared_error: 30.0988 - output14_mean_squared_error: 23.1905 - output15_mean_squared_error: 33.2353 - output16_mean_squared_error: 21.5700 - output17_mean_squared_error: 27.6948 - output18_mean_squared_error: 15.6696 - output19_mean_squared_error: 13.7533 - output20_mean_squared_error: 18.5737 - output21_mean_squared_error: 34.5035 - output22_mean_squared_error: 24.8359 - output23_mean_squared_error: 16.4482 - output24_mean_squared_error: 24.9851 - output25_mean_squared_error: 29.9591 - output26_mean_squared_error: 15.9519 - output27_mean_squared_error: 32.2315 - output28_mean_squared_error: 27.2941 - output29_mean_squared_error: 36.8096 Epoch 530/2000 121/121 [==============================] - 0s 1ms/step - loss: 736.1630 - output00_loss: 13.3170 - output01_loss: 17.8173 - output02_loss: 26.8479 - output03_loss: 37.6914 - output04_loss: 33.3637 - output05_loss: 20.0107 - output06_loss: 28.2848 - output07_loss: 29.4601 - output08_loss: 17.3946 - output09_loss: 22.3498 - output10_loss: 20.4140 - output11_loss: 22.2235 - output12_loss: 20.3788 - output13_loss: 30.0885 - output14_loss: 23.1780 - output15_loss: 33.2226 - output16_loss: 21.5658 - output17_loss: 27.6728 - output18_loss: 15.6623 - output19_loss: 13.7475 - output20_loss: 18.5570 - output21_loss: 34.4849 - output22_loss: 24.8265 - output23_loss: 16.4436 - output24_loss: 24.9730 - output25_loss: 29.9502 - output26_loss: 15.9456 - output27_loss: 32.2199 - output28_loss: 27.2805 - output29_loss: 36.7908 - output00_mean_squared_error: 13.3170 - output01_mean_squared_error: 17.8173 - output02_mean_squared_error: 26.8479 - output03_mean_squared_error: 37.6914 - output04_mean_squared_error: 33.3637 - output05_mean_squared_error: 20.0107 - output06_mean_squared_error: 28.2848 - output07_mean_squared_error: 29.4601 - output08_mean_squared_error: 17.3946 - output09_mean_squared_error: 22.3498 - output10_mean_squared_error: 20.4140 - output11_mean_squared_error: 22.2235 - output12_mean_squared_error: 20.3788 - output13_mean_squared_error: 30.0885 - output14_mean_squared_error: 23.1780 - output15_mean_squared_error: 33.2226 - output16_mean_squared_error: 21.5658 - output17_mean_squared_error: 27.6728 - output18_mean_squared_error: 15.6623 - output19_mean_squared_error: 13.7475 - output20_mean_squared_error: 18.5570 - output21_mean_squared_error: 34.4849 - output22_mean_squared_error: 24.8265 - output23_mean_squared_error: 16.4436 - output24_mean_squared_error: 24.9730 - output25_mean_squared_error: 29.9502 - output26_mean_squared_error: 15.9456 - output27_mean_squared_error: 32.2199 - output28_mean_squared_error: 27.2805 - output29_mean_squared_error: 36.7908 Epoch 531/2000 121/121 [==============================] - 0s 773us/step - loss: 735.8087 - output00_loss: 13.3126 - output01_loss: 17.8059 - output02_loss: 26.8331 - output03_loss: 37.6736 - output04_loss: 33.3498 - output05_loss: 20.0033 - output06_loss: 28.2661 - output07_loss: 29.4402 - output08_loss: 17.3836 - output09_loss: 22.3362 - output10_loss: 20.4085 - output11_loss: 22.2157 - output12_loss: 20.3656 - output13_loss: 30.0781 - output14_loss: 23.1655 - output15_loss: 33.2100 - output16_loss: 21.5615 - output17_loss: 27.6510 - output18_loss: 15.6550 - output19_loss: 13.7416 - output20_loss: 18.5403 - output21_loss: 34.4663 - output22_loss: 24.8170 - output23_loss: 16.4391 - output24_loss: 24.9610 - output25_loss: 29.9413 - output26_loss: 15.9393 - output27_loss: 32.2084 - output28_loss: 27.2670 - output29_loss: 36.7721 - output00_mean_squared_error: 13.3126 - output01_mean_squared_error: 17.8059 - output02_mean_squared_error: 26.8331 - output03_mean_squared_error: 37.6736 - output04_mean_squared_error: 33.3498 - output05_mean_squared_error: 20.0033 - output06_mean_squared_error: 28.2661 - output07_mean_squared_error: 29.4402 - output08_mean_squared_error: 17.3836 - output09_mean_squared_error: 22.3362 - output10_mean_squared_error: 20.4085 - output11_mean_squared_error: 22.2157 - output12_mean_squared_error: 20.3656 - output13_mean_squared_error: 30.0781 - output14_mean_squared_error: 23.1655 - output15_mean_squared_error: 33.2100 - output16_mean_squared_error: 21.5615 - output17_mean_squared_error: 27.6510 - output18_mean_squared_error: 15.6550 - output19_mean_squared_error: 13.7416 - output20_mean_squared_error: 18.5403 - output21_mean_squared_error: 34.4663 - output22_mean_squared_error: 24.8170 - output23_mean_squared_error: 16.4391 - output24_mean_squared_error: 24.9610 - output25_mean_squared_error: 29.9413 - output26_mean_squared_error: 15.9393 - output27_mean_squared_error: 32.2084 - output28_mean_squared_error: 27.2670 - output29_mean_squared_error: 36.7721 Epoch 532/2000 121/121 [==============================] - 0s 1ms/step - loss: 735.4557 - output00_loss: 13.3081 - output01_loss: 17.7946 - output02_loss: 26.8183 - output03_loss: 37.6559 - output04_loss: 33.3358 - output05_loss: 19.9959 - output06_loss: 28.2475 - output07_loss: 29.4204 - output08_loss: 17.3727 - output09_loss: 22.3226 - output10_loss: 20.4030 - output11_loss: 22.2080 - output12_loss: 20.3526 - output13_loss: 30.0678 - output14_loss: 23.1530 - output15_loss: 33.1974 - output16_loss: 21.5573 - output17_loss: 27.6292 - output18_loss: 15.6477 - output19_loss: 13.7358 - output20_loss: 18.5236 - output21_loss: 34.4478 - output22_loss: 24.8076 - output23_loss: 16.4346 - output24_loss: 24.9490 - output25_loss: 29.9325 - output26_loss: 15.9331 - output27_loss: 32.1969 - output28_loss: 27.2535 - output29_loss: 36.7534 - output00_mean_squared_error: 13.3081 - output01_mean_squared_error: 17.7946 - output02_mean_squared_error: 26.8183 - output03_mean_squared_error: 37.6559 - output04_mean_squared_error: 33.3358 - output05_mean_squared_error: 19.9959 - output06_mean_squared_error: 28.2475 - output07_mean_squared_error: 29.4204 - output08_mean_squared_error: 17.3727 - output09_mean_squared_error: 22.3226 - output10_mean_squared_error: 20.4030 - output11_mean_squared_error: 22.2080 - output12_mean_squared_error: 20.3526 - output13_mean_squared_error: 30.0678 - output14_mean_squared_error: 23.1530 - output15_mean_squared_error: 33.1974 - output16_mean_squared_error: 21.5573 - output17_mean_squared_error: 27.6292 - output18_mean_squared_error: 15.6477 - output19_mean_squared_error: 13.7358 - output20_mean_squared_error: 18.5236 - output21_mean_squared_error: 34.4478 - output22_mean_squared_error: 24.8076 - output23_mean_squared_error: 16.4346 - output24_mean_squared_error: 24.9490 - output25_mean_squared_error: 29.9325 - output26_mean_squared_error: 15.9331 - output27_mean_squared_error: 32.1969 - output28_mean_squared_error: 27.2535 - output29_mean_squared_error: 36.7534 Epoch 533/2000 121/121 [==============================] - 0s 490us/step - loss: 735.1035 - output00_loss: 13.3037 - output01_loss: 17.7833 - output02_loss: 26.8036 - output03_loss: 37.6382 - output04_loss: 33.3219 - output05_loss: 19.9885 - output06_loss: 28.2289 - output07_loss: 29.4006 - output08_loss: 17.3617 - output09_loss: 22.3091 - output10_loss: 20.3976 - output11_loss: 22.2004 - output12_loss: 20.3395 - output13_loss: 30.0575 - output14_loss: 23.1406 - output15_loss: 33.1848 - output16_loss: 21.5531 - output17_loss: 27.6075 - output18_loss: 15.6405 - output19_loss: 13.7300 - output20_loss: 18.5070 - output21_loss: 34.4294 - output22_loss: 24.7983 - output23_loss: 16.4300 - output24_loss: 24.9370 - output25_loss: 29.9237 - output26_loss: 15.9269 - output27_loss: 32.1855 - output28_loss: 27.2401 - output29_loss: 36.7347 - output00_mean_squared_error: 13.3037 - output01_mean_squared_error: 17.7833 - output02_mean_squared_error: 26.8036 - output03_mean_squared_error: 37.6382 - output04_mean_squared_error: 33.3219 - output05_mean_squared_error: 19.9885 - output06_mean_squared_error: 28.2289 - output07_mean_squared_error: 29.4006 - output08_mean_squared_error: 17.3617 - output09_mean_squared_error: 22.3091 - output10_mean_squared_error: 20.3976 - output11_mean_squared_error: 22.2004 - output12_mean_squared_error: 20.3395 - output13_mean_squared_error: 30.0575 - output14_mean_squared_error: 23.1406 - output15_mean_squared_error: 33.1848 - output16_mean_squared_error: 21.5531 - output17_mean_squared_error: 27.6075 - output18_mean_squared_error: 15.6405 - output19_mean_squared_error: 13.7300 - output20_mean_squared_error: 18.5070 - output21_mean_squared_error: 34.4294 - output22_mean_squared_error: 24.7983 - output23_mean_squared_error: 16.4300 - output24_mean_squared_error: 24.9370 - output25_mean_squared_error: 29.9237 - output26_mean_squared_error: 15.9269 - output27_mean_squared_error: 32.1855 - output28_mean_squared_error: 27.2401 - output29_mean_squared_error: 36.7347 Epoch 534/2000 121/121 [==============================] - 0s 747us/step - loss: 734.7526 - output00_loss: 13.2993 - output01_loss: 17.7720 - output02_loss: 26.7889 - output03_loss: 37.6206 - output04_loss: 33.3081 - output05_loss: 19.9812 - output06_loss: 28.2103 - output07_loss: 29.3809 - output08_loss: 17.3508 - output09_loss: 22.2956 - output10_loss: 20.3921 - output11_loss: 22.1927 - output12_loss: 20.3265 - output13_loss: 30.0473 - output14_loss: 23.1282 - output15_loss: 33.1722 - output16_loss: 21.5490 - output17_loss: 27.5860 - output18_loss: 15.6333 - output19_loss: 13.7242 - output20_loss: 18.4904 - output21_loss: 34.4110 - output22_loss: 24.7889 - output23_loss: 16.4256 - output24_loss: 24.9251 - output25_loss: 29.9150 - output26_loss: 15.9207 - output27_loss: 32.1741 - output28_loss: 27.2266 - output29_loss: 36.7161 - output00_mean_squared_error: 13.2993 - output01_mean_squared_error: 17.7720 - output02_mean_squared_error: 26.7889 - output03_mean_squared_error: 37.6206 - output04_mean_squared_error: 33.3081 - output05_mean_squared_error: 19.9812 - output06_mean_squared_error: 28.2103 - output07_mean_squared_error: 29.3809 - output08_mean_squared_error: 17.3508 - output09_mean_squared_error: 22.2956 - output10_mean_squared_error: 20.3921 - output11_mean_squared_error: 22.1927 - output12_mean_squared_error: 20.3265 - output13_mean_squared_error: 30.0473 - output14_mean_squared_error: 23.1282 - output15_mean_squared_error: 33.1722 - output16_mean_squared_error: 21.5490 - output17_mean_squared_error: 27.5860 - output18_mean_squared_error: 15.6333 - output19_mean_squared_error: 13.7242 - output20_mean_squared_error: 18.4904 - output21_mean_squared_error: 34.4110 - output22_mean_squared_error: 24.7889 - output23_mean_squared_error: 16.4256 - output24_mean_squared_error: 24.9251 - output25_mean_squared_error: 29.9150 - output26_mean_squared_error: 15.9207 - output27_mean_squared_error: 32.1741 - output28_mean_squared_error: 27.2266 - output29_mean_squared_error: 36.7161 Epoch 535/2000 121/121 [==============================] - 0s 905us/step - loss: 734.4028 - output00_loss: 13.2949 - output01_loss: 17.7607 - output02_loss: 26.7743 - output03_loss: 37.6031 - output04_loss: 33.2942 - output05_loss: 19.9739 - output06_loss: 28.1918 - output07_loss: 29.3612 - output08_loss: 17.3400 - output09_loss: 22.2823 - output10_loss: 20.3867 - output11_loss: 22.1852 - output12_loss: 20.3136 - output13_loss: 30.0370 - output14_loss: 23.1158 - output15_loss: 33.1597 - output16_loss: 21.5448 - output17_loss: 27.5645 - output18_loss: 15.6261 - output19_loss: 13.7184 - output20_loss: 18.4738 - output21_loss: 34.3928 - output22_loss: 24.7796 - output23_loss: 16.4211 - output24_loss: 24.9132 - output25_loss: 29.9063 - output26_loss: 15.9145 - output27_loss: 32.1628 - output28_loss: 27.2132 - output29_loss: 36.6974 - output00_mean_squared_error: 13.2949 - output01_mean_squared_error: 17.7607 - output02_mean_squared_error: 26.7743 - output03_mean_squared_error: 37.6031 - output04_mean_squared_error: 33.2942 - output05_mean_squared_error: 19.9739 - output06_mean_squared_error: 28.1918 - output07_mean_squared_error: 29.3612 - output08_mean_squared_error: 17.3400 - output09_mean_squared_error: 22.2823 - output10_mean_squared_error: 20.3867 - output11_mean_squared_error: 22.1852 - output12_mean_squared_error: 20.3136 - output13_mean_squared_error: 30.0370 - output14_mean_squared_error: 23.1158 - output15_mean_squared_error: 33.1597 - output16_mean_squared_error: 21.5448 - output17_mean_squared_error: 27.5645 - output18_mean_squared_error: 15.6261 - output19_mean_squared_error: 13.7184 - output20_mean_squared_error: 18.4738 - output21_mean_squared_error: 34.3928 - output22_mean_squared_error: 24.7796 - output23_mean_squared_error: 16.4211 - output24_mean_squared_error: 24.9132 - output25_mean_squared_error: 29.9063 - output26_mean_squared_error: 15.9145 - output27_mean_squared_error: 32.1628 - output28_mean_squared_error: 27.2132 - output29_mean_squared_error: 36.6974 Epoch 536/2000 121/121 [==============================] - 0s 1ms/step - loss: 734.0539 - output00_loss: 13.2905 - output01_loss: 17.7495 - output02_loss: 26.7597 - output03_loss: 37.5856 - output04_loss: 33.2804 - output05_loss: 19.9667 - output06_loss: 28.1733 - output07_loss: 29.3417 - output08_loss: 17.3291 - output09_loss: 22.2689 - output10_loss: 20.3813 - output11_loss: 22.1776 - output12_loss: 20.3007 - output13_loss: 30.0268 - output14_loss: 23.1034 - output15_loss: 33.1472 - output16_loss: 21.5407 - output17_loss: 27.5431 - output18_loss: 15.6190 - output19_loss: 13.7126 - output20_loss: 18.4573 - output21_loss: 34.3746 - output22_loss: 24.7704 - output23_loss: 16.4167 - output24_loss: 24.9014 - output25_loss: 29.8976 - output26_loss: 15.9083 - output27_loss: 32.1515 - output28_loss: 27.1998 - output29_loss: 36.6788 - output00_mean_squared_error: 13.2905 - output01_mean_squared_error: 17.7495 - output02_mean_squared_error: 26.7597 - output03_mean_squared_error: 37.5856 - output04_mean_squared_error: 33.2804 - output05_mean_squared_error: 19.9667 - output06_mean_squared_error: 28.1733 - output07_mean_squared_error: 29.3417 - output08_mean_squared_error: 17.3291 - output09_mean_squared_error: 22.2689 - output10_mean_squared_error: 20.3813 - output11_mean_squared_error: 22.1776 - output12_mean_squared_error: 20.3007 - output13_mean_squared_error: 30.0268 - output14_mean_squared_error: 23.1034 - output15_mean_squared_error: 33.1472 - output16_mean_squared_error: 21.5407 - output17_mean_squared_error: 27.5431 - output18_mean_squared_error: 15.6190 - output19_mean_squared_error: 13.7126 - output20_mean_squared_error: 18.4573 - output21_mean_squared_error: 34.3746 - output22_mean_squared_error: 24.7704 - output23_mean_squared_error: 16.4167 - output24_mean_squared_error: 24.9014 - output25_mean_squared_error: 29.8976 - output26_mean_squared_error: 15.9083 - output27_mean_squared_error: 32.1515 - output28_mean_squared_error: 27.1998 - output29_mean_squared_error: 36.6788 Epoch 537/2000 121/121 [==============================] - 0s 1ms/step - loss: 733.7062 - output00_loss: 13.2861 - output01_loss: 17.7383 - output02_loss: 26.7452 - output03_loss: 37.5681 - output04_loss: 33.2665 - output05_loss: 19.9595 - output06_loss: 28.1548 - output07_loss: 29.3222 - output08_loss: 17.3183 - output09_loss: 22.2557 - output10_loss: 20.3759 - output11_loss: 22.1701 - output12_loss: 20.2878 - output13_loss: 30.0166 - output14_loss: 23.0910 - output15_loss: 33.1347 - output16_loss: 21.5366 - output17_loss: 27.5218 - output18_loss: 15.6119 - output19_loss: 13.7068 - output20_loss: 18.4408 - output21_loss: 34.3564 - output22_loss: 24.7611 - output23_loss: 16.4122 - output24_loss: 24.8897 - output25_loss: 29.8890 - output26_loss: 15.9022 - output27_loss: 32.1402 - output28_loss: 27.1864 - output29_loss: 36.6602 - output00_mean_squared_error: 13.2861 - output01_mean_squared_error: 17.7383 - output02_mean_squared_error: 26.7452 - output03_mean_squared_error: 37.5681 - output04_mean_squared_error: 33.2665 - output05_mean_squared_error: 19.9595 - output06_mean_squared_error: 28.1548 - output07_mean_squared_error: 29.3222 - output08_mean_squared_error: 17.3183 - output09_mean_squared_error: 22.2557 - output10_mean_squared_error: 20.3759 - output11_mean_squared_error: 22.1701 - output12_mean_squared_error: 20.2878 - output13_mean_squared_error: 30.0166 - output14_mean_squared_error: 23.0910 - output15_mean_squared_error: 33.1347 - output16_mean_squared_error: 21.5366 - output17_mean_squared_error: 27.5218 - output18_mean_squared_error: 15.6119 - output19_mean_squared_error: 13.7068 - output20_mean_squared_error: 18.4408 - output21_mean_squared_error: 34.3564 - output22_mean_squared_error: 24.7611 - output23_mean_squared_error: 16.4122 - output24_mean_squared_error: 24.8897 - output25_mean_squared_error: 29.8890 - output26_mean_squared_error: 15.9022 - output27_mean_squared_error: 32.1402 - output28_mean_squared_error: 27.1864 - output29_mean_squared_error: 36.6602 Epoch 538/2000 121/121 [==============================] - 0s 577us/step - loss: 733.3595 - output00_loss: 13.2818 - output01_loss: 17.7272 - output02_loss: 26.7307 - output03_loss: 37.5507 - output04_loss: 33.2527 - output05_loss: 19.9523 - output06_loss: 28.1363 - output07_loss: 29.3027 - output08_loss: 17.3076 - output09_loss: 22.2425 - output10_loss: 20.3706 - output11_loss: 22.1626 - output12_loss: 20.2750 - output13_loss: 30.0064 - output14_loss: 23.0787 - output15_loss: 33.1222 - output16_loss: 21.5325 - output17_loss: 27.5006 - output18_loss: 15.6048 - output19_loss: 13.7010 - output20_loss: 18.4244 - output21_loss: 34.3383 - output22_loss: 24.7519 - output23_loss: 16.4078 - output24_loss: 24.8779 - output25_loss: 29.8805 - output26_loss: 15.8961 - output27_loss: 32.1290 - output28_loss: 27.1730 - output29_loss: 36.6416 - output00_mean_squared_error: 13.2818 - output01_mean_squared_error: 17.7272 - output02_mean_squared_error: 26.7307 - output03_mean_squared_error: 37.5507 - output04_mean_squared_error: 33.2527 - output05_mean_squared_error: 19.9523 - output06_mean_squared_error: 28.1363 - output07_mean_squared_error: 29.3027 - output08_mean_squared_error: 17.3076 - output09_mean_squared_error: 22.2425 - output10_mean_squared_error: 20.3706 - output11_mean_squared_error: 22.1626 - output12_mean_squared_error: 20.2750 - output13_mean_squared_error: 30.0064 - output14_mean_squared_error: 23.0787 - output15_mean_squared_error: 33.1222 - output16_mean_squared_error: 21.5325 - output17_mean_squared_error: 27.5006 - output18_mean_squared_error: 15.6048 - output19_mean_squared_error: 13.7010 - output20_mean_squared_error: 18.4244 - output21_mean_squared_error: 34.3383 - output22_mean_squared_error: 24.7519 - output23_mean_squared_error: 16.4078 - output24_mean_squared_error: 24.8779 - output25_mean_squared_error: 29.8805 - output26_mean_squared_error: 15.8961 - output27_mean_squared_error: 32.1290 - output28_mean_squared_error: 27.1730 - output29_mean_squared_error: 36.6416 Epoch 539/2000 121/121 [==============================] - 0s 1ms/step - loss: 733.0139 - output00_loss: 13.2775 - output01_loss: 17.7161 - output02_loss: 26.7163 - output03_loss: 37.5333 - output04_loss: 33.2389 - output05_loss: 19.9452 - output06_loss: 28.1179 - output07_loss: 29.2833 - output08_loss: 17.2969 - output09_loss: 22.2293 - output10_loss: 20.3653 - output11_loss: 22.1552 - output12_loss: 20.2623 - output13_loss: 29.9962 - output14_loss: 23.0664 - output15_loss: 33.1098 - output16_loss: 21.5285 - output17_loss: 27.4795 - output18_loss: 15.5978 - output19_loss: 13.6953 - output20_loss: 18.4080 - output21_loss: 34.3204 - output22_loss: 24.7428 - output23_loss: 16.4034 - output24_loss: 24.8662 - output25_loss: 29.8719 - output26_loss: 15.8901 - output27_loss: 32.1178 - output28_loss: 27.1596 - output29_loss: 36.6231 - output00_mean_squared_error: 13.2775 - output01_mean_squared_error: 17.7161 - output02_mean_squared_error: 26.7163 - output03_mean_squared_error: 37.5333 - output04_mean_squared_error: 33.2389 - output05_mean_squared_error: 19.9452 - output06_mean_squared_error: 28.1179 - output07_mean_squared_error: 29.2833 - output08_mean_squared_error: 17.2969 - output09_mean_squared_error: 22.2293 - output10_mean_squared_error: 20.3653 - output11_mean_squared_error: 22.1552 - output12_mean_squared_error: 20.2623 - output13_mean_squared_error: 29.9962 - output14_mean_squared_error: 23.0664 - output15_mean_squared_error: 33.1098 - output16_mean_squared_error: 21.5285 - output17_mean_squared_error: 27.4795 - output18_mean_squared_error: 15.5978 - output19_mean_squared_error: 13.6953 - output20_mean_squared_error: 18.4080 - output21_mean_squared_error: 34.3204 - output22_mean_squared_error: 24.7428 - output23_mean_squared_error: 16.4034 - output24_mean_squared_error: 24.8662 - output25_mean_squared_error: 29.8719 - output26_mean_squared_error: 15.8901 - output27_mean_squared_error: 32.1178 - output28_mean_squared_error: 27.1596 - output29_mean_squared_error: 36.6231 Epoch 540/2000 121/121 [==============================] - 0s 833us/step - loss: 732.6696 - output00_loss: 13.2732 - output01_loss: 17.7050 - output02_loss: 26.7019 - output03_loss: 37.5160 - output04_loss: 33.2251 - output05_loss: 19.9381 - output06_loss: 28.0995 - output07_loss: 29.2640 - output08_loss: 17.2862 - output09_loss: 22.2162 - output10_loss: 20.3600 - output11_loss: 22.1478 - output12_loss: 20.2495 - output13_loss: 29.9860 - output14_loss: 23.0541 - output15_loss: 33.0974 - output16_loss: 21.5244 - output17_loss: 27.4585 - output18_loss: 15.5908 - output19_loss: 13.6895 - output20_loss: 18.3916 - output21_loss: 34.3024 - output22_loss: 24.7336 - output23_loss: 16.3991 - output24_loss: 24.8546 - output25_loss: 29.8634 - output26_loss: 15.8840 - output27_loss: 32.1066 - output28_loss: 27.1463 - output29_loss: 36.6045 - output00_mean_squared_error: 13.2732 - output01_mean_squared_error: 17.7050 - output02_mean_squared_error: 26.7019 - output03_mean_squared_error: 37.5160 - output04_mean_squared_error: 33.2251 - output05_mean_squared_error: 19.9381 - output06_mean_squared_error: 28.0995 - output07_mean_squared_error: 29.2640 - output08_mean_squared_error: 17.2862 - output09_mean_squared_error: 22.2162 - output10_mean_squared_error: 20.3600 - output11_mean_squared_error: 22.1478 - output12_mean_squared_error: 20.2495 - output13_mean_squared_error: 29.9860 - output14_mean_squared_error: 23.0541 - output15_mean_squared_error: 33.0974 - output16_mean_squared_error: 21.5244 - output17_mean_squared_error: 27.4585 - output18_mean_squared_error: 15.5908 - output19_mean_squared_error: 13.6895 - output20_mean_squared_error: 18.3916 - output21_mean_squared_error: 34.3024 - output22_mean_squared_error: 24.7336 - output23_mean_squared_error: 16.3991 - output24_mean_squared_error: 24.8546 - output25_mean_squared_error: 29.8634 - output26_mean_squared_error: 15.8840 - output27_mean_squared_error: 32.1066 - output28_mean_squared_error: 27.1463 - output29_mean_squared_error: 36.6045 Epoch 541/2000 121/121 [==============================] - 0s 924us/step - loss: 732.3260 - output00_loss: 13.2689 - output01_loss: 17.6939 - output02_loss: 26.6875 - output03_loss: 37.4988 - output04_loss: 33.2114 - output05_loss: 19.9310 - output06_loss: 28.0811 - output07_loss: 29.2448 - output08_loss: 17.2755 - output09_loss: 22.2032 - output10_loss: 20.3547 - output11_loss: 22.1404 - output12_loss: 20.2369 - output13_loss: 29.9759 - output14_loss: 23.0419 - output15_loss: 33.0850 - output16_loss: 21.5204 - output17_loss: 27.4375 - output18_loss: 15.5839 - output19_loss: 13.6838 - output20_loss: 18.3753 - output21_loss: 34.2845 - output22_loss: 24.7245 - output23_loss: 16.3947 - output24_loss: 24.8430 - output25_loss: 29.8549 - output26_loss: 15.8780 - output27_loss: 32.0955 - output28_loss: 27.1330 - output29_loss: 36.5860 - output00_mean_squared_error: 13.2689 - output01_mean_squared_error: 17.6939 - output02_mean_squared_error: 26.6875 - output03_mean_squared_error: 37.4988 - output04_mean_squared_error: 33.2114 - output05_mean_squared_error: 19.9310 - output06_mean_squared_error: 28.0811 - output07_mean_squared_error: 29.2448 - output08_mean_squared_error: 17.2755 - output09_mean_squared_error: 22.2032 - output10_mean_squared_error: 20.3547 - output11_mean_squared_error: 22.1404 - output12_mean_squared_error: 20.2369 - output13_mean_squared_error: 29.9759 - output14_mean_squared_error: 23.0419 - output15_mean_squared_error: 33.0850 - output16_mean_squared_error: 21.5204 - output17_mean_squared_error: 27.4375 - output18_mean_squared_error: 15.5839 - output19_mean_squared_error: 13.6838 - output20_mean_squared_error: 18.3753 - output21_mean_squared_error: 34.2845 - output22_mean_squared_error: 24.7245 - output23_mean_squared_error: 16.3947 - output24_mean_squared_error: 24.8430 - output25_mean_squared_error: 29.8549 - output26_mean_squared_error: 15.8780 - output27_mean_squared_error: 32.0955 - output28_mean_squared_error: 27.1330 - output29_mean_squared_error: 36.5860 Epoch 542/2000 121/121 [==============================] - 0s 844us/step - loss: 731.9836 - output00_loss: 13.2647 - output01_loss: 17.6829 - output02_loss: 26.6732 - output03_loss: 37.4816 - output04_loss: 33.1976 - output05_loss: 19.9240 - output06_loss: 28.0628 - output07_loss: 29.2256 - output08_loss: 17.2649 - output09_loss: 22.1902 - output10_loss: 20.3494 - output11_loss: 22.1331 - output12_loss: 20.2242 - output13_loss: 29.9658 - output14_loss: 23.0297 - output15_loss: 33.0727 - output16_loss: 21.5164 - output17_loss: 27.4167 - output18_loss: 15.5770 - output19_loss: 13.6780 - output20_loss: 18.3590 - output21_loss: 34.2668 - output22_loss: 24.7155 - output23_loss: 16.3904 - output24_loss: 24.8314 - output25_loss: 29.8465 - output26_loss: 15.8720 - output27_loss: 32.0844 - output28_loss: 27.1197 - output29_loss: 36.5675 - output00_mean_squared_error: 13.2647 - output01_mean_squared_error: 17.6829 - output02_mean_squared_error: 26.6732 - output03_mean_squared_error: 37.4816 - output04_mean_squared_error: 33.1976 - output05_mean_squared_error: 19.9240 - output06_mean_squared_error: 28.0628 - output07_mean_squared_error: 29.2256 - output08_mean_squared_error: 17.2649 - output09_mean_squared_error: 22.1902 - output10_mean_squared_error: 20.3494 - output11_mean_squared_error: 22.1331 - output12_mean_squared_error: 20.2242 - output13_mean_squared_error: 29.9658 - output14_mean_squared_error: 23.0297 - output15_mean_squared_error: 33.0727 - output16_mean_squared_error: 21.5164 - output17_mean_squared_error: 27.4167 - output18_mean_squared_error: 15.5770 - output19_mean_squared_error: 13.6780 - output20_mean_squared_error: 18.3590 - output21_mean_squared_error: 34.2668 - output22_mean_squared_error: 24.7155 - output23_mean_squared_error: 16.3904 - output24_mean_squared_error: 24.8314 - output25_mean_squared_error: 29.8465 - output26_mean_squared_error: 15.8720 - output27_mean_squared_error: 32.0844 - output28_mean_squared_error: 27.1197 - output29_mean_squared_error: 36.5675 Epoch 543/2000 121/121 [==============================] - 0s 897us/step - loss: 731.6424 - output00_loss: 13.2604 - output01_loss: 17.6719 - output02_loss: 26.6589 - output03_loss: 37.4644 - output04_loss: 33.1839 - output05_loss: 19.9170 - output06_loss: 28.0445 - output07_loss: 29.2065 - output08_loss: 17.2544 - output09_loss: 22.1773 - output10_loss: 20.3442 - output11_loss: 22.1258 - output12_loss: 20.2116 - output13_loss: 29.9557 - output14_loss: 23.0175 - output15_loss: 33.0604 - output16_loss: 21.5125 - output17_loss: 27.3959 - output18_loss: 15.5701 - output19_loss: 13.6723 - output20_loss: 18.3427 - output21_loss: 34.2490 - output22_loss: 24.7064 - output23_loss: 16.3861 - output24_loss: 24.8199 - output25_loss: 29.8381 - output26_loss: 15.8660 - output27_loss: 32.0734 - output28_loss: 27.1064 - output29_loss: 36.5491 - output00_mean_squared_error: 13.2604 - output01_mean_squared_error: 17.6719 - output02_mean_squared_error: 26.6589 - output03_mean_squared_error: 37.4644 - output04_mean_squared_error: 33.1839 - output05_mean_squared_error: 19.9170 - output06_mean_squared_error: 28.0445 - output07_mean_squared_error: 29.2065 - output08_mean_squared_error: 17.2544 - output09_mean_squared_error: 22.1773 - output10_mean_squared_error: 20.3442 - output11_mean_squared_error: 22.1258 - output12_mean_squared_error: 20.2116 - output13_mean_squared_error: 29.9557 - output14_mean_squared_error: 23.0175 - output15_mean_squared_error: 33.0604 - output16_mean_squared_error: 21.5125 - output17_mean_squared_error: 27.3959 - output18_mean_squared_error: 15.5701 - output19_mean_squared_error: 13.6723 - output20_mean_squared_error: 18.3427 - output21_mean_squared_error: 34.2490 - output22_mean_squared_error: 24.7064 - output23_mean_squared_error: 16.3861 - output24_mean_squared_error: 24.8199 - output25_mean_squared_error: 29.8381 - output26_mean_squared_error: 15.8660 - output27_mean_squared_error: 32.0734 - output28_mean_squared_error: 27.1064 - output29_mean_squared_error: 36.5491 Epoch 544/2000 121/121 [==============================] - 0s 1ms/step - loss: 731.3022 - output00_loss: 13.2562 - output01_loss: 17.6609 - output02_loss: 26.6447 - output03_loss: 37.4473 - output04_loss: 33.1702 - output05_loss: 19.9101 - output06_loss: 28.0262 - output07_loss: 29.1874 - output08_loss: 17.2438 - output09_loss: 22.1645 - output10_loss: 20.3389 - output11_loss: 22.1185 - output12_loss: 20.1991 - output13_loss: 29.9456 - output14_loss: 23.0053 - output15_loss: 33.0481 - output16_loss: 21.5085 - output17_loss: 27.3753 - output18_loss: 15.5633 - output19_loss: 13.6666 - output20_loss: 18.3265 - output21_loss: 34.2314 - output22_loss: 24.6974 - output23_loss: 16.3818 - output24_loss: 24.8084 - output25_loss: 29.8298 - output26_loss: 15.8601 - output27_loss: 32.0624 - output28_loss: 27.0931 - output29_loss: 36.5306 - output00_mean_squared_error: 13.2562 - output01_mean_squared_error: 17.6609 - output02_mean_squared_error: 26.6447 - output03_mean_squared_error: 37.4473 - output04_mean_squared_error: 33.1702 - output05_mean_squared_error: 19.9101 - output06_mean_squared_error: 28.0262 - output07_mean_squared_error: 29.1874 - output08_mean_squared_error: 17.2438 - output09_mean_squared_error: 22.1645 - output10_mean_squared_error: 20.3389 - output11_mean_squared_error: 22.1185 - output12_mean_squared_error: 20.1991 - output13_mean_squared_error: 29.9456 - output14_mean_squared_error: 23.0053 - output15_mean_squared_error: 33.0481 - output16_mean_squared_error: 21.5085 - output17_mean_squared_error: 27.3753 - output18_mean_squared_error: 15.5633 - output19_mean_squared_error: 13.6666 - output20_mean_squared_error: 18.3265 - output21_mean_squared_error: 34.2314 - output22_mean_squared_error: 24.6974 - output23_mean_squared_error: 16.3818 - output24_mean_squared_error: 24.8084 - output25_mean_squared_error: 29.8298 - output26_mean_squared_error: 15.8601 - output27_mean_squared_error: 32.0624 - output28_mean_squared_error: 27.0931 - output29_mean_squared_error: 36.5306 Epoch 545/2000 121/121 [==============================] - 0s 888us/step - loss: 730.9631 - output00_loss: 13.2520 - output01_loss: 17.6499 - output02_loss: 26.6306 - output03_loss: 37.4303 - output04_loss: 33.1565 - output05_loss: 19.9032 - output06_loss: 28.0080 - output07_loss: 29.1684 - output08_loss: 17.2333 - output09_loss: 22.1517 - output10_loss: 20.3337 - output11_loss: 22.1113 - output12_loss: 20.1866 - output13_loss: 29.9355 - output14_loss: 22.9932 - output15_loss: 33.0359 - output16_loss: 21.5046 - output17_loss: 27.3547 - output18_loss: 15.5565 - output19_loss: 13.6609 - output20_loss: 18.3103 - output21_loss: 34.2138 - output22_loss: 24.6885 - output23_loss: 16.3776 - output24_loss: 24.7970 - output25_loss: 29.8215 - output26_loss: 15.8542 - output27_loss: 32.0515 - output28_loss: 27.0799 - output29_loss: 36.5122 - output00_mean_squared_error: 13.2520 - output01_mean_squared_error: 17.6499 - output02_mean_squared_error: 26.6306 - output03_mean_squared_error: 37.4303 - output04_mean_squared_error: 33.1565 - output05_mean_squared_error: 19.9032 - output06_mean_squared_error: 28.0080 - output07_mean_squared_error: 29.1684 - output08_mean_squared_error: 17.2333 - output09_mean_squared_error: 22.1517 - output10_mean_squared_error: 20.3337 - output11_mean_squared_error: 22.1113 - output12_mean_squared_error: 20.1866 - output13_mean_squared_error: 29.9355 - output14_mean_squared_error: 22.9932 - output15_mean_squared_error: 33.0359 - output16_mean_squared_error: 21.5046 - output17_mean_squared_error: 27.3547 - output18_mean_squared_error: 15.5565 - output19_mean_squared_error: 13.6609 - output20_mean_squared_error: 18.3103 - output21_mean_squared_error: 34.2138 - output22_mean_squared_error: 24.6885 - output23_mean_squared_error: 16.3776 - output24_mean_squared_error: 24.7970 - output25_mean_squared_error: 29.8215 - output26_mean_squared_error: 15.8542 - output27_mean_squared_error: 32.0515 - output28_mean_squared_error: 27.0799 - output29_mean_squared_error: 36.5122 Epoch 546/2000 121/121 [==============================] - 0s 1ms/step - loss: 730.6248 - output00_loss: 13.2478 - output01_loss: 17.6390 - output02_loss: 26.6164 - output03_loss: 37.4133 - output04_loss: 33.1428 - output05_loss: 19.8963 - output06_loss: 27.9898 - output07_loss: 29.1495 - output08_loss: 17.2228 - output09_loss: 22.1390 - output10_loss: 20.3286 - output11_loss: 22.1041 - output12_loss: 20.1741 - output13_loss: 29.9255 - output14_loss: 22.9811 - output15_loss: 33.0236 - output16_loss: 21.5007 - output17_loss: 27.3342 - output18_loss: 15.5497 - output19_loss: 13.6552 - output20_loss: 18.2941 - output21_loss: 34.1963 - output22_loss: 24.6795 - output23_loss: 16.3734 - output24_loss: 24.7856 - output25_loss: 29.8132 - output26_loss: 15.8483 - output27_loss: 32.0406 - output28_loss: 27.0666 - output29_loss: 36.4938 - output00_mean_squared_error: 13.2478 - output01_mean_squared_error: 17.6390 - output02_mean_squared_error: 26.6164 - output03_mean_squared_error: 37.4133 - output04_mean_squared_error: 33.1428 - output05_mean_squared_error: 19.8963 - output06_mean_squared_error: 27.9898 - output07_mean_squared_error: 29.1495 - output08_mean_squared_error: 17.2228 - output09_mean_squared_error: 22.1390 - output10_mean_squared_error: 20.3286 - output11_mean_squared_error: 22.1041 - output12_mean_squared_error: 20.1741 - output13_mean_squared_error: 29.9255 - output14_mean_squared_error: 22.9811 - output15_mean_squared_error: 33.0236 - output16_mean_squared_error: 21.5007 - output17_mean_squared_error: 27.3342 - output18_mean_squared_error: 15.5497 - output19_mean_squared_error: 13.6552 - output20_mean_squared_error: 18.2941 - output21_mean_squared_error: 34.1963 - output22_mean_squared_error: 24.6795 - output23_mean_squared_error: 16.3734 - output24_mean_squared_error: 24.7856 - output25_mean_squared_error: 29.8132 - output26_mean_squared_error: 15.8483 - output27_mean_squared_error: 32.0406 - output28_mean_squared_error: 27.0666 - output29_mean_squared_error: 36.4938 Epoch 547/2000 121/121 [==============================] - 0s 758us/step - loss: 730.2877 - output00_loss: 13.2437 - output01_loss: 17.6281 - output02_loss: 26.6023 - output03_loss: 37.3963 - output04_loss: 33.1291 - output05_loss: 19.8895 - output06_loss: 27.9716 - output07_loss: 29.1306 - output08_loss: 17.2124 - output09_loss: 22.1263 - output10_loss: 20.3234 - output11_loss: 22.0970 - output12_loss: 20.1617 - output13_loss: 29.9154 - output14_loss: 22.9690 - output15_loss: 33.0114 - output16_loss: 21.4968 - output17_loss: 27.3138 - output18_loss: 15.5429 - output19_loss: 13.6495 - output20_loss: 18.2780 - output21_loss: 34.1788 - output22_loss: 24.6706 - output23_loss: 16.3691 - output24_loss: 24.7743 - output25_loss: 29.8049 - output26_loss: 15.8424 - output27_loss: 32.0297 - output28_loss: 27.0534 - output29_loss: 36.4754 - output00_mean_squared_error: 13.2437 - output01_mean_squared_error: 17.6281 - output02_mean_squared_error: 26.6023 - output03_mean_squared_error: 37.3963 - output04_mean_squared_error: 33.1291 - output05_mean_squared_error: 19.8895 - output06_mean_squared_error: 27.9716 - output07_mean_squared_error: 29.1306 - output08_mean_squared_error: 17.2124 - output09_mean_squared_error: 22.1263 - output10_mean_squared_error: 20.3234 - output11_mean_squared_error: 22.0970 - output12_mean_squared_error: 20.1617 - output13_mean_squared_error: 29.9154 - output14_mean_squared_error: 22.9690 - output15_mean_squared_error: 33.0114 - output16_mean_squared_error: 21.4968 - output17_mean_squared_error: 27.3138 - output18_mean_squared_error: 15.5429 - output19_mean_squared_error: 13.6495 - output20_mean_squared_error: 18.2780 - output21_mean_squared_error: 34.1788 - output22_mean_squared_error: 24.6706 - output23_mean_squared_error: 16.3691 - output24_mean_squared_error: 24.7743 - output25_mean_squared_error: 29.8049 - output26_mean_squared_error: 15.8424 - output27_mean_squared_error: 32.0297 - output28_mean_squared_error: 27.0534 - output29_mean_squared_error: 36.4754 Epoch 548/2000 121/121 [==============================] - 0s 777us/step - loss: 729.9516 - output00_loss: 13.2395 - output01_loss: 17.6173 - output02_loss: 26.5883 - output03_loss: 37.3794 - output04_loss: 33.1155 - output05_loss: 19.8826 - output06_loss: 27.9534 - output07_loss: 29.1119 - output08_loss: 17.2020 - output09_loss: 22.1137 - output10_loss: 20.3183 - output11_loss: 22.0899 - output12_loss: 20.1493 - output13_loss: 29.9054 - output14_loss: 22.9569 - output15_loss: 32.9993 - output16_loss: 21.4930 - output17_loss: 27.2935 - output18_loss: 15.5362 - output19_loss: 13.6438 - output20_loss: 18.2619 - output21_loss: 34.1614 - output22_loss: 24.6618 - output23_loss: 16.3649 - output24_loss: 24.7629 - output25_loss: 29.7967 - output26_loss: 15.8366 - output27_loss: 32.0189 - output28_loss: 27.0403 - output29_loss: 36.4570 - output00_mean_squared_error: 13.2395 - output01_mean_squared_error: 17.6173 - output02_mean_squared_error: 26.5883 - output03_mean_squared_error: 37.3794 - output04_mean_squared_error: 33.1155 - output05_mean_squared_error: 19.8826 - output06_mean_squared_error: 27.9534 - output07_mean_squared_error: 29.1119 - output08_mean_squared_error: 17.2020 - output09_mean_squared_error: 22.1137 - output10_mean_squared_error: 20.3183 - output11_mean_squared_error: 22.0899 - output12_mean_squared_error: 20.1493 - output13_mean_squared_error: 29.9054 - output14_mean_squared_error: 22.9569 - output15_mean_squared_error: 32.9993 - output16_mean_squared_error: 21.4930 - output17_mean_squared_error: 27.2935 - output18_mean_squared_error: 15.5362 - output19_mean_squared_error: 13.6438 - output20_mean_squared_error: 18.2619 - output21_mean_squared_error: 34.1614 - output22_mean_squared_error: 24.6618 - output23_mean_squared_error: 16.3649 - output24_mean_squared_error: 24.7629 - output25_mean_squared_error: 29.7967 - output26_mean_squared_error: 15.8366 - output27_mean_squared_error: 32.0189 - output28_mean_squared_error: 27.0403 - output29_mean_squared_error: 36.4570 Epoch 549/2000 121/121 [==============================] - 0s 1ms/step - loss: 729.6168 - output00_loss: 13.2354 - output01_loss: 17.6065 - output02_loss: 26.5743 - output03_loss: 37.3626 - output04_loss: 33.1018 - output05_loss: 19.8759 - output06_loss: 27.9353 - output07_loss: 29.0931 - output08_loss: 17.1916 - output09_loss: 22.1011 - output10_loss: 20.3131 - output11_loss: 22.0828 - output12_loss: 20.1370 - output13_loss: 29.8954 - output14_loss: 22.9448 - output15_loss: 32.9871 - output16_loss: 21.4891 - output17_loss: 27.2733 - output18_loss: 15.5296 - output19_loss: 13.6381 - output20_loss: 18.2459 - output21_loss: 34.1441 - output22_loss: 24.6529 - output23_loss: 16.3608 - output24_loss: 24.7517 - output25_loss: 29.7886 - output26_loss: 15.8308 - output27_loss: 32.0081 - output28_loss: 27.0271 - output29_loss: 36.4387 - output00_mean_squared_error: 13.2354 - output01_mean_squared_error: 17.6065 - output02_mean_squared_error: 26.5743 - output03_mean_squared_error: 37.3626 - output04_mean_squared_error: 33.1018 - output05_mean_squared_error: 19.8759 - output06_mean_squared_error: 27.9353 - output07_mean_squared_error: 29.0931 - output08_mean_squared_error: 17.1916 - output09_mean_squared_error: 22.1011 - output10_mean_squared_error: 20.3131 - output11_mean_squared_error: 22.0828 - output12_mean_squared_error: 20.1370 - output13_mean_squared_error: 29.8954 - output14_mean_squared_error: 22.9448 - output15_mean_squared_error: 32.9871 - output16_mean_squared_error: 21.4891 - output17_mean_squared_error: 27.2733 - output18_mean_squared_error: 15.5296 - output19_mean_squared_error: 13.6381 - output20_mean_squared_error: 18.2459 - output21_mean_squared_error: 34.1441 - output22_mean_squared_error: 24.6529 - output23_mean_squared_error: 16.3608 - output24_mean_squared_error: 24.7517 - output25_mean_squared_error: 29.7886 - output26_mean_squared_error: 15.8308 - output27_mean_squared_error: 32.0081 - output28_mean_squared_error: 27.0271 - output29_mean_squared_error: 36.4387 Epoch 550/2000 121/121 [==============================] - 0s 1ms/step - loss: 729.2827 - output00_loss: 13.2313 - output01_loss: 17.5957 - output02_loss: 26.5604 - output03_loss: 37.3458 - output04_loss: 33.0882 - output05_loss: 19.8691 - output06_loss: 27.9172 - output07_loss: 29.0744 - output08_loss: 17.1813 - output09_loss: 22.0886 - output10_loss: 20.3080 - output11_loss: 22.0758 - output12_loss: 20.1247 - output13_loss: 29.8854 - output14_loss: 22.9328 - output15_loss: 32.9750 - output16_loss: 21.4853 - output17_loss: 27.2532 - output18_loss: 15.5229 - output19_loss: 13.6325 - output20_loss: 18.2299 - output21_loss: 34.1268 - output22_loss: 24.6441 - output23_loss: 16.3566 - output24_loss: 24.7404 - output25_loss: 29.7804 - output26_loss: 15.8250 - output27_loss: 31.9973 - output28_loss: 27.0139 - output29_loss: 36.4204 - output00_mean_squared_error: 13.2313 - output01_mean_squared_error: 17.5957 - output02_mean_squared_error: 26.5604 - output03_mean_squared_error: 37.3458 - output04_mean_squared_error: 33.0882 - output05_mean_squared_error: 19.8691 - output06_mean_squared_error: 27.9172 - output07_mean_squared_error: 29.0744 - output08_mean_squared_error: 17.1813 - output09_mean_squared_error: 22.0886 - output10_mean_squared_error: 20.3080 - output11_mean_squared_error: 22.0758 - output12_mean_squared_error: 20.1247 - output13_mean_squared_error: 29.8854 - output14_mean_squared_error: 22.9328 - output15_mean_squared_error: 32.9750 - output16_mean_squared_error: 21.4853 - output17_mean_squared_error: 27.2532 - output18_mean_squared_error: 15.5229 - output19_mean_squared_error: 13.6325 - output20_mean_squared_error: 18.2299 - output21_mean_squared_error: 34.1268 - output22_mean_squared_error: 24.6441 - output23_mean_squared_error: 16.3566 - output24_mean_squared_error: 24.7404 - output25_mean_squared_error: 29.7804 - output26_mean_squared_error: 15.8250 - output27_mean_squared_error: 31.9973 - output28_mean_squared_error: 27.0139 - output29_mean_squared_error: 36.4204 Epoch 551/2000 121/121 [==============================] - 0s 978us/step - loss: 728.9497 - output00_loss: 13.2272 - output01_loss: 17.5849 - output02_loss: 26.5464 - output03_loss: 37.3290 - output04_loss: 33.0746 - output05_loss: 19.8624 - output06_loss: 27.8991 - output07_loss: 29.0558 - output08_loss: 17.1710 - output09_loss: 22.0762 - output10_loss: 20.3030 - output11_loss: 22.0688 - output12_loss: 20.1125 - output13_loss: 29.8755 - output14_loss: 22.9208 - output15_loss: 32.9629 - output16_loss: 21.4815 - output17_loss: 27.2331 - output18_loss: 15.5163 - output19_loss: 13.6268 - output20_loss: 18.2139 - output21_loss: 34.1096 - output22_loss: 24.6354 - output23_loss: 16.3525 - output24_loss: 24.7293 - output25_loss: 29.7723 - output26_loss: 15.8192 - output27_loss: 31.9866 - output28_loss: 27.0008 - output29_loss: 36.4021 - output00_mean_squared_error: 13.2272 - output01_mean_squared_error: 17.5849 - output02_mean_squared_error: 26.5464 - output03_mean_squared_error: 37.3290 - output04_mean_squared_error: 33.0746 - output05_mean_squared_error: 19.8624 - output06_mean_squared_error: 27.8991 - output07_mean_squared_error: 29.0558 - output08_mean_squared_error: 17.1710 - output09_mean_squared_error: 22.0762 - output10_mean_squared_error: 20.3030 - output11_mean_squared_error: 22.0688 - output12_mean_squared_error: 20.1125 - output13_mean_squared_error: 29.8755 - output14_mean_squared_error: 22.9208 - output15_mean_squared_error: 32.9629 - output16_mean_squared_error: 21.4815 - output17_mean_squared_error: 27.2331 - output18_mean_squared_error: 15.5163 - output19_mean_squared_error: 13.6268 - output20_mean_squared_error: 18.2139 - output21_mean_squared_error: 34.1096 - output22_mean_squared_error: 24.6354 - output23_mean_squared_error: 16.3525 - output24_mean_squared_error: 24.7293 - output25_mean_squared_error: 29.7723 - output26_mean_squared_error: 15.8192 - output27_mean_squared_error: 31.9866 - output28_mean_squared_error: 27.0008 - output29_mean_squared_error: 36.4021 Epoch 552/2000 121/121 [==============================] - 0s 1ms/step - loss: 728.6177 - output00_loss: 13.2232 - output01_loss: 17.5742 - output02_loss: 26.5326 - output03_loss: 37.3123 - output04_loss: 33.0610 - output05_loss: 19.8558 - output06_loss: 27.8811 - output07_loss: 29.0373 - output08_loss: 17.1608 - output09_loss: 22.0638 - output10_loss: 20.2979 - output11_loss: 22.0618 - output12_loss: 20.1003 - output13_loss: 29.8655 - output14_loss: 22.9089 - output15_loss: 32.9508 - output16_loss: 21.4777 - output17_loss: 27.2132 - output18_loss: 15.5098 - output19_loss: 13.6212 - output20_loss: 18.1980 - output21_loss: 34.0925 - output22_loss: 24.6266 - output23_loss: 16.3483 - output24_loss: 24.7181 - output25_loss: 29.7643 - output26_loss: 15.8135 - output27_loss: 31.9760 - output28_loss: 26.9877 - output29_loss: 36.3838 - output00_mean_squared_error: 13.2232 - output01_mean_squared_error: 17.5742 - output02_mean_squared_error: 26.5326 - output03_mean_squared_error: 37.3123 - output04_mean_squared_error: 33.0610 - output05_mean_squared_error: 19.8558 - output06_mean_squared_error: 27.8811 - output07_mean_squared_error: 29.0373 - output08_mean_squared_error: 17.1608 - output09_mean_squared_error: 22.0638 - output10_mean_squared_error: 20.2979 - output11_mean_squared_error: 22.0618 - output12_mean_squared_error: 20.1003 - output13_mean_squared_error: 29.8655 - output14_mean_squared_error: 22.9089 - output15_mean_squared_error: 32.9508 - output16_mean_squared_error: 21.4777 - output17_mean_squared_error: 27.2132 - output18_mean_squared_error: 15.5098 - output19_mean_squared_error: 13.6212 - output20_mean_squared_error: 18.1980 - output21_mean_squared_error: 34.0925 - output22_mean_squared_error: 24.6266 - output23_mean_squared_error: 16.3483 - output24_mean_squared_error: 24.7181 - output25_mean_squared_error: 29.7643 - output26_mean_squared_error: 15.8135 - output27_mean_squared_error: 31.9760 - output28_mean_squared_error: 26.9877 - output29_mean_squared_error: 36.3838 Epoch 553/2000 121/121 [==============================] - 0s 1ms/step - loss: 728.2869 - output00_loss: 13.2191 - output01_loss: 17.5635 - output02_loss: 26.5187 - output03_loss: 37.2957 - output04_loss: 33.0474 - output05_loss: 19.8492 - output06_loss: 27.8631 - output07_loss: 29.0188 - output08_loss: 17.1505 - output09_loss: 22.0515 - output10_loss: 20.2929 - output11_loss: 22.0548 - output12_loss: 20.0881 - output13_loss: 29.8556 - output14_loss: 22.8969 - output15_loss: 32.9388 - output16_loss: 21.4740 - output17_loss: 27.1933 - output18_loss: 15.5032 - output19_loss: 13.6155 - output20_loss: 18.1821 - output21_loss: 34.0754 - output22_loss: 24.6179 - output23_loss: 16.3442 - output24_loss: 24.7070 - output25_loss: 29.7563 - output26_loss: 15.8077 - output27_loss: 31.9653 - output28_loss: 26.9746 - output29_loss: 36.3656 - output00_mean_squared_error: 13.2191 - output01_mean_squared_error: 17.5635 - output02_mean_squared_error: 26.5187 - output03_mean_squared_error: 37.2957 - output04_mean_squared_error: 33.0474 - output05_mean_squared_error: 19.8492 - output06_mean_squared_error: 27.8631 - output07_mean_squared_error: 29.0188 - output08_mean_squared_error: 17.1505 - output09_mean_squared_error: 22.0515 - output10_mean_squared_error: 20.2929 - output11_mean_squared_error: 22.0548 - output12_mean_squared_error: 20.0881 - output13_mean_squared_error: 29.8556 - output14_mean_squared_error: 22.8969 - output15_mean_squared_error: 32.9388 - output16_mean_squared_error: 21.4740 - output17_mean_squared_error: 27.1933 - output18_mean_squared_error: 15.5032 - output19_mean_squared_error: 13.6155 - output20_mean_squared_error: 18.1821 - output21_mean_squared_error: 34.0754 - output22_mean_squared_error: 24.6179 - output23_mean_squared_error: 16.3442 - output24_mean_squared_error: 24.7070 - output25_mean_squared_error: 29.7563 - output26_mean_squared_error: 15.8077 - output27_mean_squared_error: 31.9653 - output28_mean_squared_error: 26.9746 - output29_mean_squared_error: 36.3656 Epoch 554/2000 121/121 [==============================] - 0s 989us/step - loss: 727.9568 - output00_loss: 13.2151 - output01_loss: 17.5528 - output02_loss: 26.5050 - output03_loss: 37.2791 - output04_loss: 33.0339 - output05_loss: 19.8426 - output06_loss: 27.8451 - output07_loss: 29.0003 - output08_loss: 17.1403 - output09_loss: 22.0392 - output10_loss: 20.2878 - output11_loss: 22.0479 - output12_loss: 20.0760 - output13_loss: 29.8457 - output14_loss: 22.8850 - output15_loss: 32.9268 - output16_loss: 21.4702 - output17_loss: 27.1735 - output18_loss: 15.4967 - output19_loss: 13.6099 - output20_loss: 18.1662 - output21_loss: 34.0584 - output22_loss: 24.6092 - output23_loss: 16.3402 - output24_loss: 24.6959 - output25_loss: 29.7483 - output26_loss: 15.8020 - output27_loss: 31.9547 - output28_loss: 26.9615 - output29_loss: 36.3474 - output00_mean_squared_error: 13.2151 - output01_mean_squared_error: 17.5528 - output02_mean_squared_error: 26.5050 - output03_mean_squared_error: 37.2791 - output04_mean_squared_error: 33.0339 - output05_mean_squared_error: 19.8426 - output06_mean_squared_error: 27.8451 - output07_mean_squared_error: 29.0003 - output08_mean_squared_error: 17.1403 - output09_mean_squared_error: 22.0392 - output10_mean_squared_error: 20.2878 - output11_mean_squared_error: 22.0479 - output12_mean_squared_error: 20.0760 - output13_mean_squared_error: 29.8457 - output14_mean_squared_error: 22.8850 - output15_mean_squared_error: 32.9268 - output16_mean_squared_error: 21.4702 - output17_mean_squared_error: 27.1735 - output18_mean_squared_error: 15.4967 - output19_mean_squared_error: 13.6099 - output20_mean_squared_error: 18.1662 - output21_mean_squared_error: 34.0584 - output22_mean_squared_error: 24.6092 - output23_mean_squared_error: 16.3402 - output24_mean_squared_error: 24.6959 - output25_mean_squared_error: 29.7483 - output26_mean_squared_error: 15.8020 - output27_mean_squared_error: 31.9547 - output28_mean_squared_error: 26.9615 - output29_mean_squared_error: 36.3474 Epoch 555/2000 121/121 [==============================] - 0s 1ms/step - loss: 727.6281 - output00_loss: 13.2111 - output01_loss: 17.5421 - output02_loss: 26.4912 - output03_loss: 37.2625 - output04_loss: 33.0203 - output05_loss: 19.8360 - output06_loss: 27.8271 - output07_loss: 28.9820 - output08_loss: 17.1302 - output09_loss: 22.0270 - output10_loss: 20.2829 - output11_loss: 22.0411 - output12_loss: 20.0639 - output13_loss: 29.8358 - output14_loss: 22.8731 - output15_loss: 32.9148 - output16_loss: 21.4665 - output17_loss: 27.1538 - output18_loss: 15.4903 - output19_loss: 13.6043 - output20_loss: 18.1504 - output21_loss: 34.0415 - output22_loss: 24.6006 - output23_loss: 16.3361 - output24_loss: 24.6849 - output25_loss: 29.7403 - output26_loss: 15.7964 - output27_loss: 31.9442 - output28_loss: 26.9485 - output29_loss: 36.3291 - output00_mean_squared_error: 13.2111 - output01_mean_squared_error: 17.5421 - output02_mean_squared_error: 26.4912 - output03_mean_squared_error: 37.2625 - output04_mean_squared_error: 33.0203 - output05_mean_squared_error: 19.8360 - output06_mean_squared_error: 27.8271 - output07_mean_squared_error: 28.9820 - output08_mean_squared_error: 17.1302 - output09_mean_squared_error: 22.0270 - output10_mean_squared_error: 20.2829 - output11_mean_squared_error: 22.0411 - output12_mean_squared_error: 20.0639 - output13_mean_squared_error: 29.8358 - output14_mean_squared_error: 22.8731 - output15_mean_squared_error: 32.9148 - output16_mean_squared_error: 21.4665 - output17_mean_squared_error: 27.1538 - output18_mean_squared_error: 15.4903 - output19_mean_squared_error: 13.6043 - output20_mean_squared_error: 18.1504 - output21_mean_squared_error: 34.0415 - output22_mean_squared_error: 24.6006 - output23_mean_squared_error: 16.3361 - output24_mean_squared_error: 24.6849 - output25_mean_squared_error: 29.7403 - output26_mean_squared_error: 15.7964 - output27_mean_squared_error: 31.9442 - output28_mean_squared_error: 26.9485 - output29_mean_squared_error: 36.3291 Epoch 556/2000 121/121 [==============================] - 0s 618us/step - loss: 727.3002 - output00_loss: 13.2071 - output01_loss: 17.5315 - output02_loss: 26.4775 - output03_loss: 37.2460 - output04_loss: 33.0068 - output05_loss: 19.8295 - output06_loss: 27.8092 - output07_loss: 28.9637 - output08_loss: 17.1201 - output09_loss: 22.0148 - output10_loss: 20.2779 - output11_loss: 22.0343 - output12_loss: 20.0519 - output13_loss: 29.8259 - output14_loss: 22.8612 - output15_loss: 32.9029 - output16_loss: 21.4628 - output17_loss: 27.1342 - output18_loss: 15.4838 - output19_loss: 13.5986 - output20_loss: 18.1346 - output21_loss: 34.0246 - output22_loss: 24.5920 - output23_loss: 16.3321 - output24_loss: 24.6739 - output25_loss: 29.7324 - output26_loss: 15.7907 - output27_loss: 31.9337 - output28_loss: 26.9354 - output29_loss: 36.3110 - output00_mean_squared_error: 13.2071 - output01_mean_squared_error: 17.5315 - output02_mean_squared_error: 26.4775 - output03_mean_squared_error: 37.2460 - output04_mean_squared_error: 33.0068 - output05_mean_squared_error: 19.8295 - output06_mean_squared_error: 27.8092 - output07_mean_squared_error: 28.9637 - output08_mean_squared_error: 17.1201 - output09_mean_squared_error: 22.0148 - output10_mean_squared_error: 20.2779 - output11_mean_squared_error: 22.0343 - output12_mean_squared_error: 20.0519 - output13_mean_squared_error: 29.8259 - output14_mean_squared_error: 22.8612 - output15_mean_squared_error: 32.9029 - output16_mean_squared_error: 21.4628 - output17_mean_squared_error: 27.1342 - output18_mean_squared_error: 15.4838 - output19_mean_squared_error: 13.5986 - output20_mean_squared_error: 18.1346 - output21_mean_squared_error: 34.0246 - output22_mean_squared_error: 24.5920 - output23_mean_squared_error: 16.3321 - output24_mean_squared_error: 24.6739 - output25_mean_squared_error: 29.7324 - output26_mean_squared_error: 15.7907 - output27_mean_squared_error: 31.9337 - output28_mean_squared_error: 26.9354 - output29_mean_squared_error: 36.3110 Epoch 557/2000 121/121 [==============================] - 0s 648us/step - loss: 726.9731 - output00_loss: 13.2031 - output01_loss: 17.5209 - output02_loss: 26.4639 - output03_loss: 37.2296 - output04_loss: 32.9933 - output05_loss: 19.8230 - output06_loss: 27.7913 - output07_loss: 28.9454 - output08_loss: 17.1100 - output09_loss: 22.0027 - output10_loss: 20.2729 - output11_loss: 22.0275 - output12_loss: 20.0399 - output13_loss: 29.8161 - output14_loss: 22.8494 - output15_loss: 32.8909 - output16_loss: 21.4592 - output17_loss: 27.1147 - output18_loss: 15.4774 - output19_loss: 13.5930 - output20_loss: 18.1189 - output21_loss: 34.0078 - output22_loss: 24.5834 - output23_loss: 16.3280 - output24_loss: 24.6630 - output25_loss: 29.7245 - output26_loss: 15.7851 - output27_loss: 31.9232 - output28_loss: 26.9224 - output29_loss: 36.2928 - output00_mean_squared_error: 13.2031 - output01_mean_squared_error: 17.5209 - output02_mean_squared_error: 26.4639 - output03_mean_squared_error: 37.2296 - output04_mean_squared_error: 32.9933 - output05_mean_squared_error: 19.8230 - output06_mean_squared_error: 27.7913 - output07_mean_squared_error: 28.9454 - output08_mean_squared_error: 17.1100 - output09_mean_squared_error: 22.0027 - output10_mean_squared_error: 20.2729 - output11_mean_squared_error: 22.0275 - output12_mean_squared_error: 20.0399 - output13_mean_squared_error: 29.8161 - output14_mean_squared_error: 22.8494 - output15_mean_squared_error: 32.8909 - output16_mean_squared_error: 21.4592 - output17_mean_squared_error: 27.1147 - output18_mean_squared_error: 15.4774 - output19_mean_squared_error: 13.5930 - output20_mean_squared_error: 18.1189 - output21_mean_squared_error: 34.0078 - output22_mean_squared_error: 24.5834 - output23_mean_squared_error: 16.3280 - output24_mean_squared_error: 24.6630 - output25_mean_squared_error: 29.7245 - output26_mean_squared_error: 15.7851 - output27_mean_squared_error: 31.9232 - output28_mean_squared_error: 26.9224 - output29_mean_squared_error: 36.2928 Epoch 558/2000 121/121 [==============================] - 0s 872us/step - loss: 726.6473 - output00_loss: 13.1992 - output01_loss: 17.5104 - output02_loss: 26.4503 - output03_loss: 37.2132 - output04_loss: 32.9798 - output05_loss: 19.8165 - output06_loss: 27.7734 - output07_loss: 28.9272 - output08_loss: 17.0999 - output09_loss: 21.9907 - output10_loss: 20.2680 - output11_loss: 22.0207 - output12_loss: 20.0279 - output13_loss: 29.8062 - output14_loss: 22.8376 - output15_loss: 32.8790 - output16_loss: 21.4555 - output17_loss: 27.0952 - output18_loss: 15.4711 - output19_loss: 13.5874 - output20_loss: 18.1031 - output21_loss: 33.9911 - output22_loss: 24.5748 - output23_loss: 16.3240 - output24_loss: 24.6521 - output25_loss: 29.7167 - output26_loss: 15.7795 - output27_loss: 31.9127 - output28_loss: 26.9094 - output29_loss: 36.2747 - output00_mean_squared_error: 13.1992 - output01_mean_squared_error: 17.5104 - output02_mean_squared_error: 26.4503 - output03_mean_squared_error: 37.2132 - output04_mean_squared_error: 32.9798 - output05_mean_squared_error: 19.8165 - output06_mean_squared_error: 27.7734 - output07_mean_squared_error: 28.9272 - output08_mean_squared_error: 17.0999 - output09_mean_squared_error: 21.9907 - output10_mean_squared_error: 20.2680 - output11_mean_squared_error: 22.0207 - output12_mean_squared_error: 20.0279 - output13_mean_squared_error: 29.8062 - output14_mean_squared_error: 22.8376 - output15_mean_squared_error: 32.8790 - output16_mean_squared_error: 21.4555 - output17_mean_squared_error: 27.0952 - output18_mean_squared_error: 15.4711 - output19_mean_squared_error: 13.5874 - output20_mean_squared_error: 18.1031 - output21_mean_squared_error: 33.9911 - output22_mean_squared_error: 24.5748 - output23_mean_squared_error: 16.3240 - output24_mean_squared_error: 24.6521 - output25_mean_squared_error: 29.7167 - output26_mean_squared_error: 15.7795 - output27_mean_squared_error: 31.9127 - output28_mean_squared_error: 26.9094 - output29_mean_squared_error: 36.2747 Epoch 559/2000 121/121 [==============================] - 0s 1ms/step - loss: 726.3226 - output00_loss: 13.1952 - output01_loss: 17.4998 - output02_loss: 26.4367 - output03_loss: 37.1968 - output04_loss: 32.9663 - output05_loss: 19.8101 - output06_loss: 27.7556 - output07_loss: 28.9091 - output08_loss: 17.0899 - output09_loss: 21.9787 - output10_loss: 20.2631 - output11_loss: 22.0140 - output12_loss: 20.0160 - output13_loss: 29.7964 - output14_loss: 22.8258 - output15_loss: 32.8672 - output16_loss: 21.4519 - output17_loss: 27.0759 - output18_loss: 15.4647 - output19_loss: 13.5819 - output20_loss: 18.0875 - output21_loss: 33.9744 - output22_loss: 24.5663 - output23_loss: 16.3201 - output24_loss: 24.6412 - output25_loss: 29.7088 - output26_loss: 15.7739 - output27_loss: 31.9023 - output28_loss: 26.8965 - output29_loss: 36.2565 - output00_mean_squared_error: 13.1952 - output01_mean_squared_error: 17.4998 - output02_mean_squared_error: 26.4367 - output03_mean_squared_error: 37.1968 - output04_mean_squared_error: 32.9663 - output05_mean_squared_error: 19.8101 - output06_mean_squared_error: 27.7556 - output07_mean_squared_error: 28.9091 - output08_mean_squared_error: 17.0899 - output09_mean_squared_error: 21.9787 - output10_mean_squared_error: 20.2631 - output11_mean_squared_error: 22.0140 - output12_mean_squared_error: 20.0160 - output13_mean_squared_error: 29.7964 - output14_mean_squared_error: 22.8258 - output15_mean_squared_error: 32.8672 - output16_mean_squared_error: 21.4519 - output17_mean_squared_error: 27.0759 - output18_mean_squared_error: 15.4647 - output19_mean_squared_error: 13.5819 - output20_mean_squared_error: 18.0875 - output21_mean_squared_error: 33.9744 - output22_mean_squared_error: 24.5663 - output23_mean_squared_error: 16.3201 - output24_mean_squared_error: 24.6412 - output25_mean_squared_error: 29.7088 - output26_mean_squared_error: 15.7739 - output27_mean_squared_error: 31.9023 - output28_mean_squared_error: 26.8965 - output29_mean_squared_error: 36.2565 Epoch 560/2000 121/121 [==============================] - 0s 1ms/step - loss: 725.9986 - output00_loss: 13.1913 - output01_loss: 17.4893 - output02_loss: 26.4231 - output03_loss: 37.1805 - output04_loss: 32.9529 - output05_loss: 19.8037 - output06_loss: 27.7378 - output07_loss: 28.8910 - output08_loss: 17.0799 - output09_loss: 21.9667 - output10_loss: 20.2582 - output11_loss: 22.0073 - output12_loss: 20.0042 - output13_loss: 29.7866 - output14_loss: 22.8140 - output15_loss: 32.8553 - output16_loss: 21.4483 - output17_loss: 27.0566 - output18_loss: 15.4584 - output19_loss: 13.5763 - output20_loss: 18.0718 - output21_loss: 33.9578 - output22_loss: 24.5578 - output23_loss: 16.3161 - output24_loss: 24.6304 - output25_loss: 29.7011 - output26_loss: 15.7684 - output27_loss: 31.8920 - output28_loss: 26.8835 - output29_loss: 36.2384 - output00_mean_squared_error: 13.1913 - output01_mean_squared_error: 17.4893 - output02_mean_squared_error: 26.4231 - output03_mean_squared_error: 37.1805 - output04_mean_squared_error: 32.9529 - output05_mean_squared_error: 19.8037 - output06_mean_squared_error: 27.7378 - output07_mean_squared_error: 28.8910 - output08_mean_squared_error: 17.0799 - output09_mean_squared_error: 21.9667 - output10_mean_squared_error: 20.2582 - output11_mean_squared_error: 22.0073 - output12_mean_squared_error: 20.0042 - output13_mean_squared_error: 29.7866 - output14_mean_squared_error: 22.8140 - output15_mean_squared_error: 32.8553 - output16_mean_squared_error: 21.4483 - output17_mean_squared_error: 27.0566 - output18_mean_squared_error: 15.4584 - output19_mean_squared_error: 13.5763 - output20_mean_squared_error: 18.0718 - output21_mean_squared_error: 33.9578 - output22_mean_squared_error: 24.5578 - output23_mean_squared_error: 16.3161 - output24_mean_squared_error: 24.6304 - output25_mean_squared_error: 29.7011 - output26_mean_squared_error: 15.7684 - output27_mean_squared_error: 31.8920 - output28_mean_squared_error: 26.8835 - output29_mean_squared_error: 36.2384 Epoch 561/2000 121/121 [==============================] - 0s 984us/step - loss: 725.6756 - output00_loss: 13.1874 - output01_loss: 17.4789 - output02_loss: 26.4097 - output03_loss: 37.1642 - output04_loss: 32.9394 - output05_loss: 19.7973 - output06_loss: 27.7200 - output07_loss: 28.8730 - output08_loss: 17.0700 - output09_loss: 21.9548 - output10_loss: 20.2533 - output11_loss: 22.0006 - output12_loss: 19.9923 - output13_loss: 29.7768 - output14_loss: 22.8022 - output15_loss: 32.8435 - output16_loss: 21.4447 - output17_loss: 27.0374 - output18_loss: 15.4521 - output19_loss: 13.5707 - output20_loss: 18.0562 - output21_loss: 33.9413 - output22_loss: 24.5493 - output23_loss: 16.3121 - output24_loss: 24.6196 - output25_loss: 29.6933 - output26_loss: 15.7628 - output27_loss: 31.8816 - output28_loss: 26.8706 - output29_loss: 36.2204 - output00_mean_squared_error: 13.1874 - output01_mean_squared_error: 17.4789 - output02_mean_squared_error: 26.4097 - output03_mean_squared_error: 37.1642 - output04_mean_squared_error: 32.9394 - output05_mean_squared_error: 19.7973 - output06_mean_squared_error: 27.7200 - output07_mean_squared_error: 28.8730 - output08_mean_squared_error: 17.0700 - output09_mean_squared_error: 21.9548 - output10_mean_squared_error: 20.2533 - output11_mean_squared_error: 22.0006 - output12_mean_squared_error: 19.9923 - output13_mean_squared_error: 29.7768 - output14_mean_squared_error: 22.8022 - output15_mean_squared_error: 32.8435 - output16_mean_squared_error: 21.4447 - output17_mean_squared_error: 27.0374 - output18_mean_squared_error: 15.4521 - output19_mean_squared_error: 13.5707 - output20_mean_squared_error: 18.0562 - output21_mean_squared_error: 33.9413 - output22_mean_squared_error: 24.5493 - output23_mean_squared_error: 16.3121 - output24_mean_squared_error: 24.6196 - output25_mean_squared_error: 29.6933 - output26_mean_squared_error: 15.7628 - output27_mean_squared_error: 31.8816 - output28_mean_squared_error: 26.8706 - output29_mean_squared_error: 36.2204 Epoch 562/2000 121/121 [==============================] - 0s 933us/step - loss: 725.3538 - output00_loss: 13.1835 - output01_loss: 17.4684 - output02_loss: 26.3962 - output03_loss: 37.1480 - output04_loss: 32.9260 - output05_loss: 19.7910 - output06_loss: 27.7023 - output07_loss: 28.8550 - output08_loss: 17.0600 - output09_loss: 21.9430 - output10_loss: 20.2484 - output11_loss: 21.9940 - output12_loss: 19.9805 - output13_loss: 29.7671 - output14_loss: 22.7905 - output15_loss: 32.8317 - output16_loss: 21.4411 - output17_loss: 27.0183 - output18_loss: 15.4459 - output19_loss: 13.5651 - output20_loss: 18.0406 - output21_loss: 33.9248 - output22_loss: 24.5409 - output23_loss: 16.3082 - output24_loss: 24.6088 - output25_loss: 29.6856 - output26_loss: 15.7573 - output27_loss: 31.8713 - output28_loss: 26.8576 - output29_loss: 36.2023 - output00_mean_squared_error: 13.1835 - output01_mean_squared_error: 17.4684 - output02_mean_squared_error: 26.3962 - output03_mean_squared_error: 37.1480 - output04_mean_squared_error: 32.9260 - output05_mean_squared_error: 19.7910 - output06_mean_squared_error: 27.7023 - output07_mean_squared_error: 28.8550 - output08_mean_squared_error: 17.0600 - output09_mean_squared_error: 21.9430 - output10_mean_squared_error: 20.2484 - output11_mean_squared_error: 21.9940 - output12_mean_squared_error: 19.9805 - output13_mean_squared_error: 29.7671 - output14_mean_squared_error: 22.7905 - output15_mean_squared_error: 32.8317 - output16_mean_squared_error: 21.4411 - output17_mean_squared_error: 27.0183 - output18_mean_squared_error: 15.4459 - output19_mean_squared_error: 13.5651 - output20_mean_squared_error: 18.0406 - output21_mean_squared_error: 33.9248 - output22_mean_squared_error: 24.5409 - output23_mean_squared_error: 16.3082 - output24_mean_squared_error: 24.6088 - output25_mean_squared_error: 29.6856 - output26_mean_squared_error: 15.7573 - output27_mean_squared_error: 31.8713 - output28_mean_squared_error: 26.8576 - output29_mean_squared_error: 36.2023 Epoch 563/2000 121/121 [==============================] - 0s 1ms/step - loss: 725.0329 - output00_loss: 13.1797 - output01_loss: 17.4580 - output02_loss: 26.3828 - output03_loss: 37.1319 - output04_loss: 32.9126 - output05_loss: 19.7847 - output06_loss: 27.6846 - output07_loss: 28.8371 - output08_loss: 17.0501 - output09_loss: 21.9312 - output10_loss: 20.2436 - output11_loss: 21.9874 - output12_loss: 19.9688 - output13_loss: 29.7573 - output14_loss: 22.7788 - output15_loss: 32.8199 - output16_loss: 21.4375 - output17_loss: 26.9992 - output18_loss: 15.4397 - output19_loss: 13.5596 - output20_loss: 18.0251 - output21_loss: 33.9084 - output22_loss: 24.5325 - output23_loss: 16.3043 - output24_loss: 24.5981 - output25_loss: 29.6779 - output26_loss: 15.7519 - output27_loss: 31.8611 - output28_loss: 26.8447 - output29_loss: 36.1843 - output00_mean_squared_error: 13.1797 - output01_mean_squared_error: 17.4580 - output02_mean_squared_error: 26.3828 - output03_mean_squared_error: 37.1319 - output04_mean_squared_error: 32.9126 - output05_mean_squared_error: 19.7847 - output06_mean_squared_error: 27.6846 - output07_mean_squared_error: 28.8371 - output08_mean_squared_error: 17.0501 - output09_mean_squared_error: 21.9312 - output10_mean_squared_error: 20.2436 - output11_mean_squared_error: 21.9874 - output12_mean_squared_error: 19.9688 - output13_mean_squared_error: 29.7573 - output14_mean_squared_error: 22.7788 - output15_mean_squared_error: 32.8199 - output16_mean_squared_error: 21.4375 - output17_mean_squared_error: 26.9992 - output18_mean_squared_error: 15.4397 - output19_mean_squared_error: 13.5596 - output20_mean_squared_error: 18.0251 - output21_mean_squared_error: 33.9084 - output22_mean_squared_error: 24.5325 - output23_mean_squared_error: 16.3043 - output24_mean_squared_error: 24.5981 - output25_mean_squared_error: 29.6779 - output26_mean_squared_error: 15.7519 - output27_mean_squared_error: 31.8611 - output28_mean_squared_error: 26.8447 - output29_mean_squared_error: 36.1843 Epoch 564/2000 121/121 [==============================] - 0s 569us/step - loss: 724.7128 - output00_loss: 13.1758 - output01_loss: 17.4476 - output02_loss: 26.3694 - output03_loss: 37.1157 - output04_loss: 32.8992 - output05_loss: 19.7785 - output06_loss: 27.6669 - output07_loss: 28.8193 - output08_loss: 17.0403 - output09_loss: 21.9195 - output10_loss: 20.2388 - output11_loss: 21.9808 - output12_loss: 19.9571 - output13_loss: 29.7476 - output14_loss: 22.7671 - output15_loss: 32.8082 - output16_loss: 21.4340 - output17_loss: 26.9803 - output18_loss: 15.4335 - output19_loss: 13.5540 - output20_loss: 18.0096 - output21_loss: 33.8920 - output22_loss: 24.5241 - output23_loss: 16.3004 - output24_loss: 24.5875 - output25_loss: 29.6703 - output26_loss: 15.7464 - output27_loss: 31.8509 - output28_loss: 26.8319 - output29_loss: 36.1663 - output00_mean_squared_error: 13.1758 - output01_mean_squared_error: 17.4476 - output02_mean_squared_error: 26.3694 - output03_mean_squared_error: 37.1157 - output04_mean_squared_error: 32.8992 - output05_mean_squared_error: 19.7785 - output06_mean_squared_error: 27.6669 - output07_mean_squared_error: 28.8193 - output08_mean_squared_error: 17.0403 - output09_mean_squared_error: 21.9195 - output10_mean_squared_error: 20.2388 - output11_mean_squared_error: 21.9808 - output12_mean_squared_error: 19.9571 - output13_mean_squared_error: 29.7476 - output14_mean_squared_error: 22.7671 - output15_mean_squared_error: 32.8082 - output16_mean_squared_error: 21.4340 - output17_mean_squared_error: 26.9803 - output18_mean_squared_error: 15.4335 - output19_mean_squared_error: 13.5540 - output20_mean_squared_error: 18.0096 - output21_mean_squared_error: 33.8920 - output22_mean_squared_error: 24.5241 - output23_mean_squared_error: 16.3004 - output24_mean_squared_error: 24.5875 - output25_mean_squared_error: 29.6703 - output26_mean_squared_error: 15.7464 - output27_mean_squared_error: 31.8509 - output28_mean_squared_error: 26.8319 - output29_mean_squared_error: 36.1663 Epoch 565/2000 121/121 [==============================] - 0s 1ms/step - loss: 724.3939 - output00_loss: 13.1720 - output01_loss: 17.4372 - output02_loss: 26.3561 - output03_loss: 37.0997 - output04_loss: 32.8858 - output05_loss: 19.7722 - output06_loss: 27.6492 - output07_loss: 28.8015 - output08_loss: 17.0305 - output09_loss: 21.9078 - output10_loss: 20.2340 - output11_loss: 21.9743 - output12_loss: 19.9454 - output13_loss: 29.7379 - output14_loss: 22.7555 - output15_loss: 32.7965 - output16_loss: 21.4305 - output17_loss: 26.9614 - output18_loss: 15.4273 - output19_loss: 13.5485 - output20_loss: 17.9941 - output21_loss: 33.8757 - output22_loss: 24.5158 - output23_loss: 16.2965 - output24_loss: 24.5768 - output25_loss: 29.6627 - output26_loss: 15.7410 - output27_loss: 31.8407 - output28_loss: 26.8190 - output29_loss: 36.1483 - output00_mean_squared_error: 13.1720 - output01_mean_squared_error: 17.4372 - output02_mean_squared_error: 26.3561 - output03_mean_squared_error: 37.0997 - output04_mean_squared_error: 32.8858 - output05_mean_squared_error: 19.7722 - output06_mean_squared_error: 27.6492 - output07_mean_squared_error: 28.8015 - output08_mean_squared_error: 17.0305 - output09_mean_squared_error: 21.9078 - output10_mean_squared_error: 20.2340 - output11_mean_squared_error: 21.9743 - output12_mean_squared_error: 19.9454 - output13_mean_squared_error: 29.7379 - output14_mean_squared_error: 22.7555 - output15_mean_squared_error: 32.7965 - output16_mean_squared_error: 21.4305 - output17_mean_squared_error: 26.9614 - output18_mean_squared_error: 15.4273 - output19_mean_squared_error: 13.5485 - output20_mean_squared_error: 17.9941 - output21_mean_squared_error: 33.8757 - output22_mean_squared_error: 24.5158 - output23_mean_squared_error: 16.2965 - output24_mean_squared_error: 24.5768 - output25_mean_squared_error: 29.6627 - output26_mean_squared_error: 15.7410 - output27_mean_squared_error: 31.8407 - output28_mean_squared_error: 26.8190 - output29_mean_squared_error: 36.1483 Epoch 566/2000 121/121 [==============================] - 0s 1ms/step - loss: 724.0759 - output00_loss: 13.1682 - output01_loss: 17.4269 - output02_loss: 26.3428 - output03_loss: 37.0836 - output04_loss: 32.8725 - output05_loss: 19.7660 - output06_loss: 27.6316 - output07_loss: 28.7838 - output08_loss: 17.0207 - output09_loss: 21.8962 - output10_loss: 20.2292 - output11_loss: 21.9678 - output12_loss: 19.9338 - output13_loss: 29.7282 - output14_loss: 22.7438 - output15_loss: 32.7848 - output16_loss: 21.4270 - output17_loss: 26.9426 - output18_loss: 15.4212 - output19_loss: 13.5430 - output20_loss: 17.9787 - output21_loss: 33.8595 - output22_loss: 24.5075 - output23_loss: 16.2927 - output24_loss: 24.5662 - output25_loss: 29.6551 - output26_loss: 15.7356 - output27_loss: 31.8305 - output28_loss: 26.8061 - output29_loss: 36.1303 - output00_mean_squared_error: 13.1682 - output01_mean_squared_error: 17.4269 - output02_mean_squared_error: 26.3428 - output03_mean_squared_error: 37.0836 - output04_mean_squared_error: 32.8725 - output05_mean_squared_error: 19.7660 - output06_mean_squared_error: 27.6316 - output07_mean_squared_error: 28.7838 - output08_mean_squared_error: 17.0207 - output09_mean_squared_error: 21.8962 - output10_mean_squared_error: 20.2292 - output11_mean_squared_error: 21.9678 - output12_mean_squared_error: 19.9338 - output13_mean_squared_error: 29.7282 - output14_mean_squared_error: 22.7438 - output15_mean_squared_error: 32.7848 - output16_mean_squared_error: 21.4270 - output17_mean_squared_error: 26.9426 - output18_mean_squared_error: 15.4212 - output19_mean_squared_error: 13.5430 - output20_mean_squared_error: 17.9787 - output21_mean_squared_error: 33.8595 - output22_mean_squared_error: 24.5075 - output23_mean_squared_error: 16.2927 - output24_mean_squared_error: 24.5662 - output25_mean_squared_error: 29.6551 - output26_mean_squared_error: 15.7356 - output27_mean_squared_error: 31.8305 - output28_mean_squared_error: 26.8061 - output29_mean_squared_error: 36.1303 Epoch 567/2000 121/121 [==============================] - 0s 917us/step - loss: 723.7589 - output00_loss: 13.1644 - output01_loss: 17.4166 - output02_loss: 26.3296 - output03_loss: 37.0677 - output04_loss: 32.8591 - output05_loss: 19.7599 - output06_loss: 27.6140 - output07_loss: 28.7661 - output08_loss: 17.0109 - output09_loss: 21.8847 - output10_loss: 20.2244 - output11_loss: 21.9614 - output12_loss: 19.9222 - output13_loss: 29.7185 - output14_loss: 22.7322 - output15_loss: 32.7731 - output16_loss: 21.4235 - output17_loss: 26.9239 - output18_loss: 15.4151 - output19_loss: 13.5375 - output20_loss: 17.9633 - output21_loss: 33.8433 - output22_loss: 24.4992 - output23_loss: 16.2888 - output24_loss: 24.5557 - output25_loss: 29.6476 - output26_loss: 15.7302 - output27_loss: 31.8204 - output28_loss: 26.7933 - output29_loss: 36.1124 - output00_mean_squared_error: 13.1644 - output01_mean_squared_error: 17.4166 - output02_mean_squared_error: 26.3296 - output03_mean_squared_error: 37.0677 - output04_mean_squared_error: 32.8591 - output05_mean_squared_error: 19.7599 - output06_mean_squared_error: 27.6140 - output07_mean_squared_error: 28.7661 - output08_mean_squared_error: 17.0109 - output09_mean_squared_error: 21.8847 - output10_mean_squared_error: 20.2244 - output11_mean_squared_error: 21.9614 - output12_mean_squared_error: 19.9222 - output13_mean_squared_error: 29.7185 - output14_mean_squared_error: 22.7322 - output15_mean_squared_error: 32.7731 - output16_mean_squared_error: 21.4235 - output17_mean_squared_error: 26.9239 - output18_mean_squared_error: 15.4151 - output19_mean_squared_error: 13.5375 - output20_mean_squared_error: 17.9633 - output21_mean_squared_error: 33.8433 - output22_mean_squared_error: 24.4992 - output23_mean_squared_error: 16.2888 - output24_mean_squared_error: 24.5557 - output25_mean_squared_error: 29.6476 - output26_mean_squared_error: 15.7302 - output27_mean_squared_error: 31.8204 - output28_mean_squared_error: 26.7933 - output29_mean_squared_error: 36.1124 Epoch 568/2000 121/121 [==============================] - 0s 1ms/step - loss: 723.4427 - output00_loss: 13.1606 - output01_loss: 17.4063 - output02_loss: 26.3164 - output03_loss: 37.0517 - output04_loss: 32.8458 - output05_loss: 19.7537 - output06_loss: 27.5964 - output07_loss: 28.7485 - output08_loss: 17.0012 - output09_loss: 21.8731 - output10_loss: 20.2197 - output11_loss: 21.9549 - output12_loss: 19.9107 - output13_loss: 29.7088 - output14_loss: 22.7206 - output15_loss: 32.7615 - output16_loss: 21.4200 - output17_loss: 26.9053 - output18_loss: 15.4091 - output19_loss: 13.5320 - output20_loss: 17.9479 - output21_loss: 33.8272 - output22_loss: 24.4909 - output23_loss: 16.2850 - output24_loss: 24.5452 - output25_loss: 29.6400 - output26_loss: 15.7248 - output27_loss: 31.8103 - output28_loss: 26.7805 - output29_loss: 36.0945 - output00_mean_squared_error: 13.1606 - output01_mean_squared_error: 17.4063 - output02_mean_squared_error: 26.3164 - output03_mean_squared_error: 37.0517 - output04_mean_squared_error: 32.8458 - output05_mean_squared_error: 19.7537 - output06_mean_squared_error: 27.5964 - output07_mean_squared_error: 28.7485 - output08_mean_squared_error: 17.0012 - output09_mean_squared_error: 21.8731 - output10_mean_squared_error: 20.2197 - output11_mean_squared_error: 21.9549 - output12_mean_squared_error: 19.9107 - output13_mean_squared_error: 29.7088 - output14_mean_squared_error: 22.7206 - output15_mean_squared_error: 32.7615 - output16_mean_squared_error: 21.4200 - output17_mean_squared_error: 26.9053 - output18_mean_squared_error: 15.4091 - output19_mean_squared_error: 13.5320 - output20_mean_squared_error: 17.9479 - output21_mean_squared_error: 33.8272 - output22_mean_squared_error: 24.4909 - output23_mean_squared_error: 16.2850 - output24_mean_squared_error: 24.5452 - output25_mean_squared_error: 29.6400 - output26_mean_squared_error: 15.7248 - output27_mean_squared_error: 31.8103 - output28_mean_squared_error: 26.7805 - output29_mean_squared_error: 36.0945 Epoch 569/2000 121/121 [==============================] - 0s 1ms/step - loss: 723.1277 - output00_loss: 13.1569 - output01_loss: 17.3961 - output02_loss: 26.3032 - output03_loss: 37.0359 - output04_loss: 32.8325 - output05_loss: 19.7476 - output06_loss: 27.5789 - output07_loss: 28.7309 - output08_loss: 16.9915 - output09_loss: 21.8617 - output10_loss: 20.2150 - output11_loss: 21.9485 - output12_loss: 19.8991 - output13_loss: 29.6992 - output14_loss: 22.7091 - output15_loss: 32.7499 - output16_loss: 21.4166 - output17_loss: 26.8867 - output18_loss: 15.4030 - output19_loss: 13.5265 - output20_loss: 17.9326 - output21_loss: 33.8112 - output22_loss: 24.4827 - output23_loss: 16.2812 - output24_loss: 24.5347 - output25_loss: 29.6326 - output26_loss: 15.7195 - output27_loss: 31.8003 - output28_loss: 26.7677 - output29_loss: 36.0766 - output00_mean_squared_error: 13.1569 - output01_mean_squared_error: 17.3961 - output02_mean_squared_error: 26.3032 - output03_mean_squared_error: 37.0359 - output04_mean_squared_error: 32.8325 - output05_mean_squared_error: 19.7476 - output06_mean_squared_error: 27.5789 - output07_mean_squared_error: 28.7309 - output08_mean_squared_error: 16.9915 - output09_mean_squared_error: 21.8617 - output10_mean_squared_error: 20.2150 - output11_mean_squared_error: 21.9485 - output12_mean_squared_error: 19.8991 - output13_mean_squared_error: 29.6992 - output14_mean_squared_error: 22.7091 - output15_mean_squared_error: 32.7499 - output16_mean_squared_error: 21.4166 - output17_mean_squared_error: 26.8867 - output18_mean_squared_error: 15.4030 - output19_mean_squared_error: 13.5265 - output20_mean_squared_error: 17.9326 - output21_mean_squared_error: 33.8112 - output22_mean_squared_error: 24.4827 - output23_mean_squared_error: 16.2812 - output24_mean_squared_error: 24.5347 - output25_mean_squared_error: 29.6326 - output26_mean_squared_error: 15.7195 - output27_mean_squared_error: 31.8003 - output28_mean_squared_error: 26.7677 - output29_mean_squared_error: 36.0766 Epoch 570/2000 121/121 [==============================] - 0s 825us/step - loss: 722.8135 - output00_loss: 13.1532 - output01_loss: 17.3858 - output02_loss: 26.2901 - output03_loss: 37.0200 - output04_loss: 32.8192 - output05_loss: 19.7415 - output06_loss: 27.5614 - output07_loss: 28.7134 - output08_loss: 16.9818 - output09_loss: 21.8503 - output10_loss: 20.2103 - output11_loss: 21.9422 - output12_loss: 19.8877 - output13_loss: 29.6895 - output14_loss: 22.6975 - output15_loss: 32.7383 - output16_loss: 21.4132 - output17_loss: 26.8683 - output18_loss: 15.3970 - output19_loss: 13.5210 - output20_loss: 17.9173 - output21_loss: 33.7952 - output22_loss: 24.4745 - output23_loss: 16.2774 - output24_loss: 24.5242 - output25_loss: 29.6251 - output26_loss: 15.7141 - output27_loss: 31.7903 - output28_loss: 26.7550 - output29_loss: 36.0587 - output00_mean_squared_error: 13.1532 - output01_mean_squared_error: 17.3858 - output02_mean_squared_error: 26.2901 - output03_mean_squared_error: 37.0200 - output04_mean_squared_error: 32.8192 - output05_mean_squared_error: 19.7415 - output06_mean_squared_error: 27.5614 - output07_mean_squared_error: 28.7134 - output08_mean_squared_error: 16.9818 - output09_mean_squared_error: 21.8503 - output10_mean_squared_error: 20.2103 - output11_mean_squared_error: 21.9422 - output12_mean_squared_error: 19.8877 - output13_mean_squared_error: 29.6895 - output14_mean_squared_error: 22.6975 - output15_mean_squared_error: 32.7383 - output16_mean_squared_error: 21.4132 - output17_mean_squared_error: 26.8683 - output18_mean_squared_error: 15.3970 - output19_mean_squared_error: 13.5210 - output20_mean_squared_error: 17.9173 - output21_mean_squared_error: 33.7952 - output22_mean_squared_error: 24.4745 - output23_mean_squared_error: 16.2774 - output24_mean_squared_error: 24.5242 - output25_mean_squared_error: 29.6251 - output26_mean_squared_error: 15.7141 - output27_mean_squared_error: 31.7903 - output28_mean_squared_error: 26.7550 - output29_mean_squared_error: 36.0587 Epoch 571/2000 121/121 [==============================] - 0s 1ms/step - loss: 722.5002 - output00_loss: 13.1494 - output01_loss: 17.3756 - output02_loss: 26.2770 - output03_loss: 37.0042 - output04_loss: 32.8059 - output05_loss: 19.7355 - output06_loss: 27.5439 - output07_loss: 28.6960 - output08_loss: 16.9722 - output09_loss: 21.8389 - output10_loss: 20.2056 - output11_loss: 21.9358 - output12_loss: 19.8763 - output13_loss: 29.6799 - output14_loss: 22.6860 - output15_loss: 32.7267 - output16_loss: 21.4098 - output17_loss: 26.8499 - output18_loss: 15.3911 - output19_loss: 13.5155 - output20_loss: 17.9020 - output21_loss: 33.7793 - output22_loss: 24.4664 - output23_loss: 16.2736 - output24_loss: 24.5138 - output25_loss: 29.6177 - output26_loss: 15.7088 - output27_loss: 31.7803 - output28_loss: 26.7422 - output29_loss: 36.0408 - output00_mean_squared_error: 13.1494 - output01_mean_squared_error: 17.3756 - output02_mean_squared_error: 26.2770 - output03_mean_squared_error: 37.0042 - output04_mean_squared_error: 32.8059 - output05_mean_squared_error: 19.7355 - output06_mean_squared_error: 27.5439 - output07_mean_squared_error: 28.6960 - output08_mean_squared_error: 16.9722 - output09_mean_squared_error: 21.8389 - output10_mean_squared_error: 20.2056 - output11_mean_squared_error: 21.9358 - output12_mean_squared_error: 19.8763 - output13_mean_squared_error: 29.6799 - output14_mean_squared_error: 22.6860 - output15_mean_squared_error: 32.7267 - output16_mean_squared_error: 21.4098 - output17_mean_squared_error: 26.8499 - output18_mean_squared_error: 15.3911 - output19_mean_squared_error: 13.5155 - output20_mean_squared_error: 17.9020 - output21_mean_squared_error: 33.7793 - output22_mean_squared_error: 24.4664 - output23_mean_squared_error: 16.2736 - output24_mean_squared_error: 24.5138 - output25_mean_squared_error: 29.6177 - output26_mean_squared_error: 15.7088 - output27_mean_squared_error: 31.7803 - output28_mean_squared_error: 26.7422 - output29_mean_squared_error: 36.0408 Epoch 572/2000 121/121 [==============================] - 0s 470us/step - loss: 722.1880 - output00_loss: 13.1457 - output01_loss: 17.3655 - output02_loss: 26.2640 - output03_loss: 36.9885 - output04_loss: 32.7926 - output05_loss: 19.7295 - output06_loss: 27.5264 - output07_loss: 28.6786 - output08_loss: 16.9626 - output09_loss: 21.8276 - output10_loss: 20.2009 - output11_loss: 21.9295 - output12_loss: 19.8649 - output13_loss: 29.6703 - output14_loss: 22.6745 - output15_loss: 32.7152 - output16_loss: 21.4064 - output17_loss: 26.8315 - output18_loss: 15.3851 - output19_loss: 13.5100 - output20_loss: 17.8868 - output21_loss: 33.7634 - output22_loss: 24.4582 - output23_loss: 16.2699 - output24_loss: 24.5035 - output25_loss: 29.6103 - output26_loss: 15.7036 - output27_loss: 31.7704 - output28_loss: 26.7295 - output29_loss: 36.0230 - output00_mean_squared_error: 13.1457 - output01_mean_squared_error: 17.3655 - output02_mean_squared_error: 26.2640 - output03_mean_squared_error: 36.9885 - output04_mean_squared_error: 32.7926 - output05_mean_squared_error: 19.7295 - output06_mean_squared_error: 27.5264 - output07_mean_squared_error: 28.6786 - output08_mean_squared_error: 16.9626 - output09_mean_squared_error: 21.8276 - output10_mean_squared_error: 20.2009 - output11_mean_squared_error: 21.9295 - output12_mean_squared_error: 19.8649 - output13_mean_squared_error: 29.6703 - output14_mean_squared_error: 22.6745 - output15_mean_squared_error: 32.7152 - output16_mean_squared_error: 21.4064 - output17_mean_squared_error: 26.8315 - output18_mean_squared_error: 15.3851 - output19_mean_squared_error: 13.5100 - output20_mean_squared_error: 17.8868 - output21_mean_squared_error: 33.7634 - output22_mean_squared_error: 24.4582 - output23_mean_squared_error: 16.2699 - output24_mean_squared_error: 24.5035 - output25_mean_squared_error: 29.6103 - output26_mean_squared_error: 15.7036 - output27_mean_squared_error: 31.7704 - output28_mean_squared_error: 26.7295 - output29_mean_squared_error: 36.0230 Epoch 573/2000 121/121 [==============================] - 0s 957us/step - loss: 721.8767 - output00_loss: 13.1420 - output01_loss: 17.3553 - output02_loss: 26.2510 - output03_loss: 36.9728 - output04_loss: 32.7794 - output05_loss: 19.7235 - output06_loss: 27.5090 - output07_loss: 28.6613 - output08_loss: 16.9530 - output09_loss: 21.8164 - output10_loss: 20.1963 - output11_loss: 21.9233 - output12_loss: 19.8535 - output13_loss: 29.6608 - output14_loss: 22.6631 - output15_loss: 32.7037 - output16_loss: 21.4030 - output17_loss: 26.8133 - output18_loss: 15.3792 - output19_loss: 13.5045 - output20_loss: 17.8716 - output21_loss: 33.7476 - output22_loss: 24.4501 - output23_loss: 16.2662 - output24_loss: 24.4931 - output25_loss: 29.6030 - output26_loss: 15.6983 - output27_loss: 31.7605 - output28_loss: 26.7168 - output29_loss: 36.0052 - output00_mean_squared_error: 13.1420 - output01_mean_squared_error: 17.3553 - output02_mean_squared_error: 26.2510 - output03_mean_squared_error: 36.9728 - output04_mean_squared_error: 32.7794 - output05_mean_squared_error: 19.7235 - output06_mean_squared_error: 27.5090 - output07_mean_squared_error: 28.6613 - output08_mean_squared_error: 16.9530 - output09_mean_squared_error: 21.8164 - output10_mean_squared_error: 20.1963 - output11_mean_squared_error: 21.9233 - output12_mean_squared_error: 19.8535 - output13_mean_squared_error: 29.6608 - output14_mean_squared_error: 22.6631 - output15_mean_squared_error: 32.7037 - output16_mean_squared_error: 21.4030 - output17_mean_squared_error: 26.8133 - output18_mean_squared_error: 15.3792 - output19_mean_squared_error: 13.5045 - output20_mean_squared_error: 17.8716 - output21_mean_squared_error: 33.7476 - output22_mean_squared_error: 24.4501 - output23_mean_squared_error: 16.2662 - output24_mean_squared_error: 24.4931 - output25_mean_squared_error: 29.6030 - output26_mean_squared_error: 15.6983 - output27_mean_squared_error: 31.7605 - output28_mean_squared_error: 26.7168 - output29_mean_squared_error: 36.0052 Epoch 574/2000 121/121 [==============================] - 0s 1ms/step - loss: 721.5664 - output00_loss: 13.1384 - output01_loss: 17.3452 - output02_loss: 26.2380 - output03_loss: 36.9572 - output04_loss: 32.7661 - output05_loss: 19.7176 - output06_loss: 27.4916 - output07_loss: 28.6440 - output08_loss: 16.9435 - output09_loss: 21.8052 - output10_loss: 20.1917 - output11_loss: 21.9170 - output12_loss: 19.8422 - output13_loss: 29.6512 - output14_loss: 22.6516 - output15_loss: 32.6922 - output16_loss: 21.3996 - output17_loss: 26.7952 - output18_loss: 15.3733 - output19_loss: 13.4991 - output20_loss: 17.8564 - output21_loss: 33.7318 - output22_loss: 24.4421 - output23_loss: 16.2624 - output24_loss: 24.4828 - output25_loss: 29.5956 - output26_loss: 15.6931 - output27_loss: 31.7506 - output28_loss: 26.7041 - output29_loss: 35.9874 - output00_mean_squared_error: 13.1384 - output01_mean_squared_error: 17.3452 - output02_mean_squared_error: 26.2380 - output03_mean_squared_error: 36.9572 - output04_mean_squared_error: 32.7661 - output05_mean_squared_error: 19.7176 - output06_mean_squared_error: 27.4916 - output07_mean_squared_error: 28.6440 - output08_mean_squared_error: 16.9435 - output09_mean_squared_error: 21.8052 - output10_mean_squared_error: 20.1917 - output11_mean_squared_error: 21.9170 - output12_mean_squared_error: 19.8422 - output13_mean_squared_error: 29.6512 - output14_mean_squared_error: 22.6516 - output15_mean_squared_error: 32.6922 - output16_mean_squared_error: 21.3996 - output17_mean_squared_error: 26.7952 - output18_mean_squared_error: 15.3733 - output19_mean_squared_error: 13.4991 - output20_mean_squared_error: 17.8564 - output21_mean_squared_error: 33.7318 - output22_mean_squared_error: 24.4421 - output23_mean_squared_error: 16.2624 - output24_mean_squared_error: 24.4828 - output25_mean_squared_error: 29.5956 - output26_mean_squared_error: 15.6931 - output27_mean_squared_error: 31.7506 - output28_mean_squared_error: 26.7041 - output29_mean_squared_error: 35.9874 Epoch 575/2000 121/121 [==============================] - 0s 967us/step - loss: 721.2570 - output00_loss: 13.1347 - output01_loss: 17.3351 - output02_loss: 26.2251 - output03_loss: 36.9416 - output04_loss: 32.7529 - output05_loss: 19.7116 - output06_loss: 27.4743 - output07_loss: 28.6267 - output08_loss: 16.9340 - output09_loss: 21.7940 - output10_loss: 20.1871 - output11_loss: 21.9108 - output12_loss: 19.8309 - output13_loss: 29.6417 - output14_loss: 22.6402 - output15_loss: 32.6807 - output16_loss: 21.3963 - output17_loss: 26.7771 - output18_loss: 15.3675 - output19_loss: 13.4936 - output20_loss: 17.8413 - output21_loss: 33.7162 - output22_loss: 24.4340 - output23_loss: 16.2587 - output24_loss: 24.4726 - output25_loss: 29.5884 - output26_loss: 15.6879 - output27_loss: 31.7408 - output28_loss: 26.6914 - output29_loss: 35.9697 - output00_mean_squared_error: 13.1347 - output01_mean_squared_error: 17.3351 - output02_mean_squared_error: 26.2251 - output03_mean_squared_error: 36.9416 - output04_mean_squared_error: 32.7529 - output05_mean_squared_error: 19.7116 - output06_mean_squared_error: 27.4743 - output07_mean_squared_error: 28.6267 - output08_mean_squared_error: 16.9340 - output09_mean_squared_error: 21.7940 - output10_mean_squared_error: 20.1871 - output11_mean_squared_error: 21.9108 - output12_mean_squared_error: 19.8309 - output13_mean_squared_error: 29.6417 - output14_mean_squared_error: 22.6402 - output15_mean_squared_error: 32.6807 - output16_mean_squared_error: 21.3963 - output17_mean_squared_error: 26.7771 - output18_mean_squared_error: 15.3675 - output19_mean_squared_error: 13.4936 - output20_mean_squared_error: 17.8413 - output21_mean_squared_error: 33.7162 - output22_mean_squared_error: 24.4340 - output23_mean_squared_error: 16.2587 - output24_mean_squared_error: 24.4726 - output25_mean_squared_error: 29.5884 - output26_mean_squared_error: 15.6879 - output27_mean_squared_error: 31.7408 - output28_mean_squared_error: 26.6914 - output29_mean_squared_error: 35.9697 Epoch 576/2000 121/121 [==============================] - 0s 902us/step - loss: 720.9485 - output00_loss: 13.1311 - output01_loss: 17.3251 - output02_loss: 26.2122 - output03_loss: 36.9260 - output04_loss: 32.7397 - output05_loss: 19.7057 - output06_loss: 27.4569 - output07_loss: 28.6096 - output08_loss: 16.9245 - output09_loss: 21.7829 - output10_loss: 20.1825 - output11_loss: 21.9047 - output12_loss: 19.8197 - output13_loss: 29.6321 - output14_loss: 22.6288 - output15_loss: 32.6693 - output16_loss: 21.3930 - output17_loss: 26.7591 - output18_loss: 15.3617 - output19_loss: 13.4882 - output20_loss: 17.8262 - output21_loss: 33.7005 - output22_loss: 24.4260 - output23_loss: 16.2551 - output24_loss: 24.4623 - output25_loss: 29.5811 - output26_loss: 15.6827 - output27_loss: 31.7310 - output28_loss: 26.6787 - output29_loss: 35.9519 - output00_mean_squared_error: 13.1311 - output01_mean_squared_error: 17.3251 - output02_mean_squared_error: 26.2122 - output03_mean_squared_error: 36.9260 - output04_mean_squared_error: 32.7397 - output05_mean_squared_error: 19.7057 - output06_mean_squared_error: 27.4569 - output07_mean_squared_error: 28.6096 - output08_mean_squared_error: 16.9245 - output09_mean_squared_error: 21.7829 - output10_mean_squared_error: 20.1825 - output11_mean_squared_error: 21.9047 - output12_mean_squared_error: 19.8197 - output13_mean_squared_error: 29.6321 - output14_mean_squared_error: 22.6288 - output15_mean_squared_error: 32.6693 - output16_mean_squared_error: 21.3930 - output17_mean_squared_error: 26.7591 - output18_mean_squared_error: 15.3617 - output19_mean_squared_error: 13.4882 - output20_mean_squared_error: 17.8262 - output21_mean_squared_error: 33.7005 - output22_mean_squared_error: 24.4260 - output23_mean_squared_error: 16.2551 - output24_mean_squared_error: 24.4623 - output25_mean_squared_error: 29.5811 - output26_mean_squared_error: 15.6827 - output27_mean_squared_error: 31.7310 - output28_mean_squared_error: 26.6787 - output29_mean_squared_error: 35.9519 Epoch 577/2000 121/121 [==============================] - 0s 946us/step - loss: 720.6407 - output00_loss: 13.1275 - output01_loss: 17.3151 - output02_loss: 26.1994 - output03_loss: 36.9105 - output04_loss: 32.7265 - output05_loss: 19.6999 - output06_loss: 27.4396 - output07_loss: 28.5925 - output08_loss: 16.9151 - output09_loss: 21.7719 - output10_loss: 20.1779 - output11_loss: 21.8985 - output12_loss: 19.8085 - output13_loss: 29.6226 - output14_loss: 22.6175 - output15_loss: 32.6579 - output16_loss: 21.3897 - output17_loss: 26.7411 - output18_loss: 15.3559 - output19_loss: 13.4827 - output20_loss: 17.8112 - output21_loss: 33.6850 - output22_loss: 24.4180 - output23_loss: 16.2514 - output24_loss: 24.4522 - output25_loss: 29.5739 - output26_loss: 15.6775 - output27_loss: 31.7212 - output28_loss: 26.6661 - output29_loss: 35.9342 - output00_mean_squared_error: 13.1275 - output01_mean_squared_error: 17.3151 - output02_mean_squared_error: 26.1994 - output03_mean_squared_error: 36.9105 - output04_mean_squared_error: 32.7265 - output05_mean_squared_error: 19.6999 - output06_mean_squared_error: 27.4396 - output07_mean_squared_error: 28.5925 - output08_mean_squared_error: 16.9151 - output09_mean_squared_error: 21.7719 - output10_mean_squared_error: 20.1779 - output11_mean_squared_error: 21.8985 - output12_mean_squared_error: 19.8085 - output13_mean_squared_error: 29.6226 - output14_mean_squared_error: 22.6175 - output15_mean_squared_error: 32.6579 - output16_mean_squared_error: 21.3897 - output17_mean_squared_error: 26.7411 - output18_mean_squared_error: 15.3559 - output19_mean_squared_error: 13.4827 - output20_mean_squared_error: 17.8112 - output21_mean_squared_error: 33.6850 - output22_mean_squared_error: 24.4180 - output23_mean_squared_error: 16.2514 - output24_mean_squared_error: 24.4522 - output25_mean_squared_error: 29.5739 - output26_mean_squared_error: 15.6775 - output27_mean_squared_error: 31.7212 - output28_mean_squared_error: 26.6661 - output29_mean_squared_error: 35.9342 Epoch 578/2000 121/121 [==============================] - 0s 857us/step - loss: 720.3342 - output00_loss: 13.1239 - output01_loss: 17.3051 - output02_loss: 26.1866 - output03_loss: 36.8950 - output04_loss: 32.7134 - output05_loss: 19.6941 - output06_loss: 27.4224 - output07_loss: 28.5754 - output08_loss: 16.9057 - output09_loss: 21.7609 - output10_loss: 20.1733 - output11_loss: 21.8924 - output12_loss: 19.7973 - output13_loss: 29.6131 - output14_loss: 22.6061 - output15_loss: 32.6465 - output16_loss: 21.3864 - output17_loss: 26.7233 - output18_loss: 15.3501 - output19_loss: 13.4773 - output20_loss: 17.7961 - output21_loss: 33.6695 - output22_loss: 24.4101 - output23_loss: 16.2477 - output24_loss: 24.4420 - output25_loss: 29.5667 - output26_loss: 15.6724 - output27_loss: 31.7115 - output28_loss: 26.6535 - output29_loss: 35.9165 - output00_mean_squared_error: 13.1239 - output01_mean_squared_error: 17.3051 - output02_mean_squared_error: 26.1866 - output03_mean_squared_error: 36.8950 - output04_mean_squared_error: 32.7134 - output05_mean_squared_error: 19.6941 - output06_mean_squared_error: 27.4224 - output07_mean_squared_error: 28.5754 - output08_mean_squared_error: 16.9057 - output09_mean_squared_error: 21.7609 - output10_mean_squared_error: 20.1733 - output11_mean_squared_error: 21.8924 - output12_mean_squared_error: 19.7973 - output13_mean_squared_error: 29.6131 - output14_mean_squared_error: 22.6061 - output15_mean_squared_error: 32.6465 - output16_mean_squared_error: 21.3864 - output17_mean_squared_error: 26.7233 - output18_mean_squared_error: 15.3501 - output19_mean_squared_error: 13.4773 - output20_mean_squared_error: 17.7961 - output21_mean_squared_error: 33.6695 - output22_mean_squared_error: 24.4101 - output23_mean_squared_error: 16.2477 - output24_mean_squared_error: 24.4420 - output25_mean_squared_error: 29.5667 - output26_mean_squared_error: 15.6724 - output27_mean_squared_error: 31.7115 - output28_mean_squared_error: 26.6535 - output29_mean_squared_error: 35.9165 Epoch 579/2000 121/121 [==============================] - 0s 1ms/step - loss: 720.0284 - output00_loss: 13.1203 - output01_loss: 17.2951 - output02_loss: 26.1738 - output03_loss: 36.8796 - output04_loss: 32.7002 - output05_loss: 19.6883 - output06_loss: 27.4051 - output07_loss: 28.5584 - output08_loss: 16.8963 - output09_loss: 21.7499 - output10_loss: 20.1688 - output11_loss: 21.8863 - output12_loss: 19.7862 - output13_loss: 29.6037 - output14_loss: 22.5948 - output15_loss: 32.6351 - output16_loss: 21.3831 - output17_loss: 26.7055 - output18_loss: 15.3444 - output19_loss: 13.4719 - output20_loss: 17.7812 - output21_loss: 33.6540 - output22_loss: 24.4021 - output23_loss: 16.2441 - output24_loss: 24.4319 - output25_loss: 29.5595 - output26_loss: 15.6673 - output27_loss: 31.7018 - output28_loss: 26.6409 - output29_loss: 35.8988 - output00_mean_squared_error: 13.1203 - output01_mean_squared_error: 17.2951 - output02_mean_squared_error: 26.1738 - output03_mean_squared_error: 36.8796 - output04_mean_squared_error: 32.7002 - output05_mean_squared_error: 19.6883 - output06_mean_squared_error: 27.4051 - output07_mean_squared_error: 28.5584 - output08_mean_squared_error: 16.8963 - output09_mean_squared_error: 21.7499 - output10_mean_squared_error: 20.1688 - output11_mean_squared_error: 21.8863 - output12_mean_squared_error: 19.7862 - output13_mean_squared_error: 29.6037 - output14_mean_squared_error: 22.5948 - output15_mean_squared_error: 32.6351 - output16_mean_squared_error: 21.3831 - output17_mean_squared_error: 26.7055 - output18_mean_squared_error: 15.3444 - output19_mean_squared_error: 13.4719 - output20_mean_squared_error: 17.7812 - output21_mean_squared_error: 33.6540 - output22_mean_squared_error: 24.4021 - output23_mean_squared_error: 16.2441 - output24_mean_squared_error: 24.4319 - output25_mean_squared_error: 29.5595 - output26_mean_squared_error: 15.6673 - output27_mean_squared_error: 31.7018 - output28_mean_squared_error: 26.6409 - output29_mean_squared_error: 35.8988 Epoch 580/2000 121/121 [==============================] - 0s 2ms/step - loss: 719.7236 - output00_loss: 13.1167 - output01_loss: 17.2851 - output02_loss: 26.1611 - output03_loss: 36.8643 - output04_loss: 32.6871 - output05_loss: 19.6825 - output06_loss: 27.3879 - output07_loss: 28.5414 - output08_loss: 16.8870 - output09_loss: 21.7390 - output10_loss: 20.1643 - output11_loss: 21.8803 - output12_loss: 19.7751 - output13_loss: 29.5942 - output14_loss: 22.5835 - output15_loss: 32.6238 - output16_loss: 21.3799 - output17_loss: 26.6878 - output18_loss: 15.3387 - output19_loss: 13.4665 - output20_loss: 17.7662 - output21_loss: 33.6387 - output22_loss: 24.3942 - output23_loss: 16.2405 - output24_loss: 24.4218 - output25_loss: 29.5524 - output26_loss: 15.6622 - output27_loss: 31.6922 - output28_loss: 26.6283 - output29_loss: 35.8812 - output00_mean_squared_error: 13.1167 - output01_mean_squared_error: 17.2851 - output02_mean_squared_error: 26.1611 - output03_mean_squared_error: 36.8643 - output04_mean_squared_error: 32.6871 - output05_mean_squared_error: 19.6825 - output06_mean_squared_error: 27.3879 - output07_mean_squared_error: 28.5414 - output08_mean_squared_error: 16.8870 - output09_mean_squared_error: 21.7390 - output10_mean_squared_error: 20.1643 - output11_mean_squared_error: 21.8803 - output12_mean_squared_error: 19.7751 - output13_mean_squared_error: 29.5942 - output14_mean_squared_error: 22.5835 - output15_mean_squared_error: 32.6238 - output16_mean_squared_error: 21.3799 - output17_mean_squared_error: 26.6878 - output18_mean_squared_error: 15.3387 - output19_mean_squared_error: 13.4665 - output20_mean_squared_error: 17.7662 - output21_mean_squared_error: 33.6387 - output22_mean_squared_error: 24.3942 - output23_mean_squared_error: 16.2405 - output24_mean_squared_error: 24.4218 - output25_mean_squared_error: 29.5524 - output26_mean_squared_error: 15.6622 - output27_mean_squared_error: 31.6922 - output28_mean_squared_error: 26.6283 - output29_mean_squared_error: 35.8812 Epoch 581/2000 121/121 [==============================] - 0s 1ms/step - loss: 719.4199 - output00_loss: 13.1132 - output01_loss: 17.2752 - output02_loss: 26.1484 - output03_loss: 36.8489 - output04_loss: 32.6740 - output05_loss: 19.6768 - output06_loss: 27.3707 - output07_loss: 28.5245 - output08_loss: 16.8777 - output09_loss: 21.7282 - output10_loss: 20.1598 - output11_loss: 21.8743 - output12_loss: 19.7641 - output13_loss: 29.5847 - output14_loss: 22.5722 - output15_loss: 32.6125 - output16_loss: 21.3767 - output17_loss: 26.6702 - output18_loss: 15.3330 - output19_loss: 13.4611 - output20_loss: 17.7513 - output21_loss: 33.6233 - output22_loss: 24.3864 - output23_loss: 16.2369 - output24_loss: 24.4118 - output25_loss: 29.5453 - output26_loss: 15.6571 - output27_loss: 31.6825 - output28_loss: 26.6158 - output29_loss: 35.8635 - output00_mean_squared_error: 13.1132 - output01_mean_squared_error: 17.2752 - output02_mean_squared_error: 26.1484 - output03_mean_squared_error: 36.8489 - output04_mean_squared_error: 32.6740 - output05_mean_squared_error: 19.6768 - output06_mean_squared_error: 27.3707 - output07_mean_squared_error: 28.5245 - output08_mean_squared_error: 16.8777 - output09_mean_squared_error: 21.7282 - output10_mean_squared_error: 20.1598 - output11_mean_squared_error: 21.8743 - output12_mean_squared_error: 19.7641 - output13_mean_squared_error: 29.5847 - output14_mean_squared_error: 22.5722 - output15_mean_squared_error: 32.6125 - output16_mean_squared_error: 21.3767 - output17_mean_squared_error: 26.6702 - output18_mean_squared_error: 15.3330 - output19_mean_squared_error: 13.4611 - output20_mean_squared_error: 17.7513 - output21_mean_squared_error: 33.6233 - output22_mean_squared_error: 24.3864 - output23_mean_squared_error: 16.2369 - output24_mean_squared_error: 24.4118 - output25_mean_squared_error: 29.5453 - output26_mean_squared_error: 15.6571 - output27_mean_squared_error: 31.6825 - output28_mean_squared_error: 26.6158 - output29_mean_squared_error: 35.8635 Epoch 582/2000 121/121 [==============================] - 0s 1ms/step - loss: 719.1170 - output00_loss: 13.1096 - output01_loss: 17.2653 - output02_loss: 26.1357 - output03_loss: 36.8337 - output04_loss: 32.6609 - output05_loss: 19.6710 - output06_loss: 27.3535 - output07_loss: 28.5077 - output08_loss: 16.8684 - output09_loss: 21.7174 - output10_loss: 20.1553 - output11_loss: 21.8683 - output12_loss: 19.7531 - output13_loss: 29.5753 - output14_loss: 22.5609 - output15_loss: 32.6012 - output16_loss: 21.3735 - output17_loss: 26.6526 - output18_loss: 15.3273 - output19_loss: 13.4557 - output20_loss: 17.7364 - output21_loss: 33.6081 - output22_loss: 24.3785 - output23_loss: 16.2333 - output24_loss: 24.4018 - output25_loss: 29.5382 - output26_loss: 15.6520 - output27_loss: 31.6730 - output28_loss: 26.6032 - output29_loss: 35.8459 - output00_mean_squared_error: 13.1096 - output01_mean_squared_error: 17.2653 - output02_mean_squared_error: 26.1357 - output03_mean_squared_error: 36.8337 - output04_mean_squared_error: 32.6609 - output05_mean_squared_error: 19.6710 - output06_mean_squared_error: 27.3535 - output07_mean_squared_error: 28.5077 - output08_mean_squared_error: 16.8684 - output09_mean_squared_error: 21.7174 - output10_mean_squared_error: 20.1553 - output11_mean_squared_error: 21.8683 - output12_mean_squared_error: 19.7531 - output13_mean_squared_error: 29.5753 - output14_mean_squared_error: 22.5609 - output15_mean_squared_error: 32.6012 - output16_mean_squared_error: 21.3735 - output17_mean_squared_error: 26.6526 - output18_mean_squared_error: 15.3273 - output19_mean_squared_error: 13.4557 - output20_mean_squared_error: 17.7364 - output21_mean_squared_error: 33.6081 - output22_mean_squared_error: 24.3785 - output23_mean_squared_error: 16.2333 - output24_mean_squared_error: 24.4018 - output25_mean_squared_error: 29.5382 - output26_mean_squared_error: 15.6520 - output27_mean_squared_error: 31.6730 - output28_mean_squared_error: 26.6032 - output29_mean_squared_error: 35.8459 Epoch 583/2000 121/121 [==============================] - 0s 1ms/step - loss: 718.8149 - output00_loss: 13.1061 - output01_loss: 17.2554 - output02_loss: 26.1231 - output03_loss: 36.8184 - output04_loss: 32.6478 - output05_loss: 19.6654 - output06_loss: 27.3364 - output07_loss: 28.4909 - output08_loss: 16.8591 - output09_loss: 21.7066 - output10_loss: 20.1508 - output11_loss: 21.8623 - output12_loss: 19.7421 - output13_loss: 29.5659 - output14_loss: 22.5497 - output15_loss: 32.5900 - output16_loss: 21.3703 - output17_loss: 26.6352 - output18_loss: 15.3217 - output19_loss: 13.4503 - output20_loss: 17.7216 - output21_loss: 33.5929 - output22_loss: 24.3707 - output23_loss: 16.2297 - output24_loss: 24.3918 - output25_loss: 29.5312 - output26_loss: 15.6470 - output27_loss: 31.6634 - output28_loss: 26.5907 - output29_loss: 35.8283 - output00_mean_squared_error: 13.1061 - output01_mean_squared_error: 17.2554 - output02_mean_squared_error: 26.1231 - output03_mean_squared_error: 36.8184 - output04_mean_squared_error: 32.6478 - output05_mean_squared_error: 19.6654 - output06_mean_squared_error: 27.3364 - output07_mean_squared_error: 28.4909 - output08_mean_squared_error: 16.8591 - output09_mean_squared_error: 21.7066 - output10_mean_squared_error: 20.1508 - output11_mean_squared_error: 21.8623 - output12_mean_squared_error: 19.7421 - output13_mean_squared_error: 29.5659 - output14_mean_squared_error: 22.5497 - output15_mean_squared_error: 32.5900 - output16_mean_squared_error: 21.3703 - output17_mean_squared_error: 26.6352 - output18_mean_squared_error: 15.3217 - output19_mean_squared_error: 13.4503 - output20_mean_squared_error: 17.7216 - output21_mean_squared_error: 33.5929 - output22_mean_squared_error: 24.3707 - output23_mean_squared_error: 16.2297 - output24_mean_squared_error: 24.3918 - output25_mean_squared_error: 29.5312 - output26_mean_squared_error: 15.6470 - output27_mean_squared_error: 31.6634 - output28_mean_squared_error: 26.5907 - output29_mean_squared_error: 35.8283 Epoch 584/2000 121/121 [==============================] - 0s 1ms/step - loss: 718.5137 - output00_loss: 13.1026 - output01_loss: 17.2456 - output02_loss: 26.1105 - output03_loss: 36.8032 - output04_loss: 32.6347 - output05_loss: 19.6597 - output06_loss: 27.3193 - output07_loss: 28.4741 - output08_loss: 16.8499 - output09_loss: 21.6959 - output10_loss: 20.1464 - output11_loss: 21.8564 - output12_loss: 19.7312 - output13_loss: 29.5565 - output14_loss: 22.5385 - output15_loss: 32.5787 - output16_loss: 21.3671 - output17_loss: 26.6177 - output18_loss: 15.3161 - output19_loss: 13.4449 - output20_loss: 17.7067 - output21_loss: 33.5777 - output22_loss: 24.3629 - output23_loss: 16.2262 - output24_loss: 24.3819 - output25_loss: 29.5242 - output26_loss: 15.6420 - output27_loss: 31.6539 - output28_loss: 26.5782 - output29_loss: 35.8108 - output00_mean_squared_error: 13.1026 - output01_mean_squared_error: 17.2456 - output02_mean_squared_error: 26.1105 - output03_mean_squared_error: 36.8032 - output04_mean_squared_error: 32.6347 - output05_mean_squared_error: 19.6597 - output06_mean_squared_error: 27.3193 - output07_mean_squared_error: 28.4741 - output08_mean_squared_error: 16.8499 - output09_mean_squared_error: 21.6959 - output10_mean_squared_error: 20.1464 - output11_mean_squared_error: 21.8564 - output12_mean_squared_error: 19.7312 - output13_mean_squared_error: 29.5565 - output14_mean_squared_error: 22.5385 - output15_mean_squared_error: 32.5787 - output16_mean_squared_error: 21.3671 - output17_mean_squared_error: 26.6177 - output18_mean_squared_error: 15.3161 - output19_mean_squared_error: 13.4449 - output20_mean_squared_error: 17.7067 - output21_mean_squared_error: 33.5777 - output22_mean_squared_error: 24.3629 - output23_mean_squared_error: 16.2262 - output24_mean_squared_error: 24.3819 - output25_mean_squared_error: 29.5242 - output26_mean_squared_error: 15.6420 - output27_mean_squared_error: 31.6539 - output28_mean_squared_error: 26.5782 - output29_mean_squared_error: 35.8108 Epoch 585/2000 121/121 [==============================] - 0s 453us/step - loss: 718.2135 - output00_loss: 13.0991 - output01_loss: 17.2358 - output02_loss: 26.0980 - output03_loss: 36.7881 - output04_loss: 32.6216 - output05_loss: 19.6541 - output06_loss: 27.3022 - output07_loss: 28.4574 - output08_loss: 16.8407 - output09_loss: 21.6853 - output10_loss: 20.1420 - output11_loss: 21.8505 - output12_loss: 19.7203 - output13_loss: 29.5471 - output14_loss: 22.5273 - output15_loss: 32.5675 - output16_loss: 21.3639 - output17_loss: 26.6004 - output18_loss: 15.3105 - output19_loss: 13.4396 - output20_loss: 17.6920 - output21_loss: 33.5626 - output22_loss: 24.3552 - output23_loss: 16.2227 - output24_loss: 24.3720 - output25_loss: 29.5172 - output26_loss: 15.6370 - output27_loss: 31.6444 - output28_loss: 26.5657 - output29_loss: 35.7932 - output00_mean_squared_error: 13.0991 - output01_mean_squared_error: 17.2358 - output02_mean_squared_error: 26.0980 - output03_mean_squared_error: 36.7881 - output04_mean_squared_error: 32.6216 - output05_mean_squared_error: 19.6541 - output06_mean_squared_error: 27.3022 - output07_mean_squared_error: 28.4574 - output08_mean_squared_error: 16.8407 - output09_mean_squared_error: 21.6853 - output10_mean_squared_error: 20.1420 - output11_mean_squared_error: 21.8505 - output12_mean_squared_error: 19.7203 - output13_mean_squared_error: 29.5471 - output14_mean_squared_error: 22.5273 - output15_mean_squared_error: 32.5675 - output16_mean_squared_error: 21.3639 - output17_mean_squared_error: 26.6004 - output18_mean_squared_error: 15.3105 - output19_mean_squared_error: 13.4396 - output20_mean_squared_error: 17.6920 - output21_mean_squared_error: 33.5626 - output22_mean_squared_error: 24.3552 - output23_mean_squared_error: 16.2227 - output24_mean_squared_error: 24.3720 - output25_mean_squared_error: 29.5172 - output26_mean_squared_error: 15.6370 - output27_mean_squared_error: 31.6444 - output28_mean_squared_error: 26.5657 - output29_mean_squared_error: 35.7932 Epoch 586/2000 121/121 [==============================] - 0s 659us/step - loss: 717.9142 - output00_loss: 13.0956 - output01_loss: 17.2260 - output02_loss: 26.0855 - output03_loss: 36.7730 - output04_loss: 32.6086 - output05_loss: 19.6485 - output06_loss: 27.2852 - output07_loss: 28.4408 - output08_loss: 16.8316 - output09_loss: 21.6747 - output10_loss: 20.1376 - output11_loss: 21.8446 - output12_loss: 19.7094 - output13_loss: 29.5378 - output14_loss: 22.5161 - output15_loss: 32.5564 - output16_loss: 21.3608 - output17_loss: 26.5832 - output18_loss: 15.3050 - output19_loss: 13.4342 - output20_loss: 17.6772 - output21_loss: 33.5476 - output22_loss: 24.3474 - output23_loss: 16.2191 - output24_loss: 24.3621 - output25_loss: 29.5103 - output26_loss: 15.6320 - output27_loss: 31.6349 - output28_loss: 26.5532 - output29_loss: 35.7757 - output00_mean_squared_error: 13.0956 - output01_mean_squared_error: 17.2260 - output02_mean_squared_error: 26.0855 - output03_mean_squared_error: 36.7730 - output04_mean_squared_error: 32.6086 - output05_mean_squared_error: 19.6485 - output06_mean_squared_error: 27.2852 - output07_mean_squared_error: 28.4408 - output08_mean_squared_error: 16.8316 - output09_mean_squared_error: 21.6747 - output10_mean_squared_error: 20.1376 - output11_mean_squared_error: 21.8446 - output12_mean_squared_error: 19.7094 - output13_mean_squared_error: 29.5378 - output14_mean_squared_error: 22.5161 - output15_mean_squared_error: 32.5564 - output16_mean_squared_error: 21.3608 - output17_mean_squared_error: 26.5832 - output18_mean_squared_error: 15.3050 - output19_mean_squared_error: 13.4342 - output20_mean_squared_error: 17.6772 - output21_mean_squared_error: 33.5476 - output22_mean_squared_error: 24.3474 - output23_mean_squared_error: 16.2191 - output24_mean_squared_error: 24.3621 - output25_mean_squared_error: 29.5103 - output26_mean_squared_error: 15.6320 - output27_mean_squared_error: 31.6349 - output28_mean_squared_error: 26.5532 - output29_mean_squared_error: 35.7757 Epoch 587/2000 121/121 [==============================] - 0s 1ms/step - loss: 717.6158 - output00_loss: 13.0922 - output01_loss: 17.2162 - output02_loss: 26.0731 - output03_loss: 36.7580 - output04_loss: 32.5956 - output05_loss: 19.6429 - output06_loss: 27.2682 - output07_loss: 28.4242 - output08_loss: 16.8224 - output09_loss: 21.6641 - output10_loss: 20.1332 - output11_loss: 21.8388 - output12_loss: 19.6986 - output13_loss: 29.5284 - output14_loss: 22.5050 - output15_loss: 32.5452 - output16_loss: 21.3577 - output17_loss: 26.5660 - output18_loss: 15.2995 - output19_loss: 13.4289 - output20_loss: 17.6625 - output21_loss: 33.5326 - output22_loss: 24.3397 - output23_loss: 16.2156 - output24_loss: 24.3523 - output25_loss: 29.5033 - output26_loss: 15.6271 - output27_loss: 31.6255 - output28_loss: 26.5408 - output29_loss: 35.7582 - output00_mean_squared_error: 13.0922 - output01_mean_squared_error: 17.2162 - output02_mean_squared_error: 26.0731 - output03_mean_squared_error: 36.7580 - output04_mean_squared_error: 32.5956 - output05_mean_squared_error: 19.6429 - output06_mean_squared_error: 27.2682 - output07_mean_squared_error: 28.4242 - output08_mean_squared_error: 16.8224 - output09_mean_squared_error: 21.6641 - output10_mean_squared_error: 20.1332 - output11_mean_squared_error: 21.8388 - output12_mean_squared_error: 19.6986 - output13_mean_squared_error: 29.5284 - output14_mean_squared_error: 22.5050 - output15_mean_squared_error: 32.5452 - output16_mean_squared_error: 21.3577 - output17_mean_squared_error: 26.5660 - output18_mean_squared_error: 15.2995 - output19_mean_squared_error: 13.4289 - output20_mean_squared_error: 17.6625 - output21_mean_squared_error: 33.5326 - output22_mean_squared_error: 24.3397 - output23_mean_squared_error: 16.2156 - output24_mean_squared_error: 24.3523 - output25_mean_squared_error: 29.5033 - output26_mean_squared_error: 15.6271 - output27_mean_squared_error: 31.6255 - output28_mean_squared_error: 26.5408 - output29_mean_squared_error: 35.7582 Epoch 588/2000 121/121 [==============================] - 0s 1ms/step - loss: 717.3182 - output00_loss: 13.0887 - output01_loss: 17.2065 - output02_loss: 26.0606 - output03_loss: 36.7430 - output04_loss: 32.5826 - output05_loss: 19.6374 - output06_loss: 27.2512 - output07_loss: 28.4076 - output08_loss: 16.8133 - output09_loss: 21.6536 - output10_loss: 20.1288 - output11_loss: 21.8330 - output12_loss: 19.6878 - output13_loss: 29.5191 - output14_loss: 22.4939 - output15_loss: 32.5341 - output16_loss: 21.3545 - output17_loss: 26.5489 - output18_loss: 15.2940 - output19_loss: 13.4235 - output20_loss: 17.6478 - output21_loss: 33.5177 - output22_loss: 24.3321 - output23_loss: 16.2122 - output24_loss: 24.3425 - output25_loss: 29.4965 - output26_loss: 15.6221 - output27_loss: 31.6161 - output28_loss: 26.5284 - output29_loss: 35.7407 - output00_mean_squared_error: 13.0887 - output01_mean_squared_error: 17.2065 - output02_mean_squared_error: 26.0606 - output03_mean_squared_error: 36.7430 - output04_mean_squared_error: 32.5826 - output05_mean_squared_error: 19.6374 - output06_mean_squared_error: 27.2512 - output07_mean_squared_error: 28.4076 - output08_mean_squared_error: 16.8133 - output09_mean_squared_error: 21.6536 - output10_mean_squared_error: 20.1288 - output11_mean_squared_error: 21.8330 - output12_mean_squared_error: 19.6878 - output13_mean_squared_error: 29.5191 - output14_mean_squared_error: 22.4939 - output15_mean_squared_error: 32.5341 - output16_mean_squared_error: 21.3545 - output17_mean_squared_error: 26.5489 - output18_mean_squared_error: 15.2940 - output19_mean_squared_error: 13.4235 - output20_mean_squared_error: 17.6478 - output21_mean_squared_error: 33.5177 - output22_mean_squared_error: 24.3321 - output23_mean_squared_error: 16.2122 - output24_mean_squared_error: 24.3425 - output25_mean_squared_error: 29.4965 - output26_mean_squared_error: 15.6221 - output27_mean_squared_error: 31.6161 - output28_mean_squared_error: 26.5284 - output29_mean_squared_error: 35.7407 Epoch 589/2000 121/121 [==============================] - 0s 727us/step - loss: 717.0215 - output00_loss: 13.0853 - output01_loss: 17.1968 - output02_loss: 26.0482 - output03_loss: 36.7280 - output04_loss: 32.5696 - output05_loss: 19.6319 - output06_loss: 27.2343 - output07_loss: 28.3911 - output08_loss: 16.8043 - output09_loss: 21.6432 - output10_loss: 20.1244 - output11_loss: 21.8272 - output12_loss: 19.6770 - output13_loss: 29.5098 - output14_loss: 22.4828 - output15_loss: 32.5230 - output16_loss: 21.3515 - output17_loss: 26.5318 - output18_loss: 15.2885 - output19_loss: 13.4182 - output20_loss: 17.6332 - output21_loss: 33.5028 - output22_loss: 24.3244 - output23_loss: 16.2087 - output24_loss: 24.3327 - output25_loss: 29.4896 - output26_loss: 15.6172 - output27_loss: 31.6068 - output28_loss: 26.5160 - output29_loss: 35.7233 - output00_mean_squared_error: 13.0853 - output01_mean_squared_error: 17.1968 - output02_mean_squared_error: 26.0482 - output03_mean_squared_error: 36.7280 - output04_mean_squared_error: 32.5696 - output05_mean_squared_error: 19.6319 - output06_mean_squared_error: 27.2343 - output07_mean_squared_error: 28.3911 - output08_mean_squared_error: 16.8043 - output09_mean_squared_error: 21.6432 - output10_mean_squared_error: 20.1244 - output11_mean_squared_error: 21.8272 - output12_mean_squared_error: 19.6770 - output13_mean_squared_error: 29.5098 - output14_mean_squared_error: 22.4828 - output15_mean_squared_error: 32.5230 - output16_mean_squared_error: 21.3515 - output17_mean_squared_error: 26.5318 - output18_mean_squared_error: 15.2885 - output19_mean_squared_error: 13.4182 - output20_mean_squared_error: 17.6332 - output21_mean_squared_error: 33.5028 - output22_mean_squared_error: 24.3244 - output23_mean_squared_error: 16.2087 - output24_mean_squared_error: 24.3327 - output25_mean_squared_error: 29.4896 - output26_mean_squared_error: 15.6172 - output27_mean_squared_error: 31.6068 - output28_mean_squared_error: 26.5160 - output29_mean_squared_error: 35.7233 Epoch 590/2000 121/121 [==============================] - 0s 1ms/step - loss: 716.7258 - output00_loss: 13.0819 - output01_loss: 17.1871 - output02_loss: 26.0359 - output03_loss: 36.7131 - output04_loss: 32.5566 - output05_loss: 19.6264 - output06_loss: 27.2173 - output07_loss: 28.3747 - output08_loss: 16.7952 - output09_loss: 21.6328 - output10_loss: 20.1201 - output11_loss: 21.8215 - output12_loss: 19.6663 - output13_loss: 29.5005 - output14_loss: 22.4717 - output15_loss: 32.5119 - output16_loss: 21.3484 - output17_loss: 26.5149 - output18_loss: 15.2831 - output19_loss: 13.4128 - output20_loss: 17.6186 - output21_loss: 33.4880 - output22_loss: 24.3168 - output23_loss: 16.2052 - output24_loss: 24.3230 - output25_loss: 29.4828 - output26_loss: 15.6123 - output27_loss: 31.5974 - output28_loss: 26.5036 - output29_loss: 35.7059 - output00_mean_squared_error: 13.0819 - output01_mean_squared_error: 17.1871 - output02_mean_squared_error: 26.0359 - output03_mean_squared_error: 36.7131 - output04_mean_squared_error: 32.5566 - output05_mean_squared_error: 19.6264 - output06_mean_squared_error: 27.2173 - output07_mean_squared_error: 28.3747 - output08_mean_squared_error: 16.7952 - output09_mean_squared_error: 21.6328 - output10_mean_squared_error: 20.1201 - output11_mean_squared_error: 21.8215 - output12_mean_squared_error: 19.6663 - output13_mean_squared_error: 29.5005 - output14_mean_squared_error: 22.4717 - output15_mean_squared_error: 32.5119 - output16_mean_squared_error: 21.3484 - output17_mean_squared_error: 26.5149 - output18_mean_squared_error: 15.2831 - output19_mean_squared_error: 13.4128 - output20_mean_squared_error: 17.6186 - output21_mean_squared_error: 33.4880 - output22_mean_squared_error: 24.3168 - output23_mean_squared_error: 16.2052 - output24_mean_squared_error: 24.3230 - output25_mean_squared_error: 29.4828 - output26_mean_squared_error: 15.6123 - output27_mean_squared_error: 31.5974 - output28_mean_squared_error: 26.5036 - output29_mean_squared_error: 35.7059 Epoch 591/2000 121/121 [==============================] - 0s 743us/step - loss: 716.4310 - output00_loss: 13.0785 - output01_loss: 17.1774 - output02_loss: 26.0236 - output03_loss: 36.6982 - output04_loss: 32.5436 - output05_loss: 19.6209 - output06_loss: 27.2004 - output07_loss: 28.3583 - output08_loss: 16.7862 - output09_loss: 21.6224 - output10_loss: 20.1158 - output11_loss: 21.8158 - output12_loss: 19.6557 - output13_loss: 29.4912 - output14_loss: 22.4606 - output15_loss: 32.5008 - output16_loss: 21.3453 - output17_loss: 26.4980 - output18_loss: 15.2777 - output19_loss: 13.4075 - output20_loss: 17.6040 - output21_loss: 33.4733 - output22_loss: 24.3092 - output23_loss: 16.2018 - output24_loss: 24.3133 - output25_loss: 29.4760 - output26_loss: 15.6075 - output27_loss: 31.5881 - output28_loss: 26.4912 - output29_loss: 35.6885 - output00_mean_squared_error: 13.0785 - output01_mean_squared_error: 17.1774 - output02_mean_squared_error: 26.0236 - output03_mean_squared_error: 36.6982 - output04_mean_squared_error: 32.5436 - output05_mean_squared_error: 19.6209 - output06_mean_squared_error: 27.2004 - output07_mean_squared_error: 28.3583 - output08_mean_squared_error: 16.7862 - output09_mean_squared_error: 21.6224 - output10_mean_squared_error: 20.1158 - output11_mean_squared_error: 21.8158 - output12_mean_squared_error: 19.6557 - output13_mean_squared_error: 29.4912 - output14_mean_squared_error: 22.4606 - output15_mean_squared_error: 32.5008 - output16_mean_squared_error: 21.3453 - output17_mean_squared_error: 26.4980 - output18_mean_squared_error: 15.2777 - output19_mean_squared_error: 13.4075 - output20_mean_squared_error: 17.6040 - output21_mean_squared_error: 33.4733 - output22_mean_squared_error: 24.3092 - output23_mean_squared_error: 16.2018 - output24_mean_squared_error: 24.3133 - output25_mean_squared_error: 29.4760 - output26_mean_squared_error: 15.6075 - output27_mean_squared_error: 31.5881 - output28_mean_squared_error: 26.4912 - output29_mean_squared_error: 35.6885 Epoch 592/2000 121/121 [==============================] - 0s 1ms/step - loss: 716.1370 - output00_loss: 13.0751 - output01_loss: 17.1678 - output02_loss: 26.0113 - output03_loss: 36.6834 - output04_loss: 32.5307 - output05_loss: 19.6155 - output06_loss: 27.1836 - output07_loss: 28.3420 - output08_loss: 16.7772 - output09_loss: 21.6121 - output10_loss: 20.1115 - output11_loss: 21.8101 - output12_loss: 19.6450 - output13_loss: 29.4820 - output14_loss: 22.4496 - output15_loss: 32.4898 - output16_loss: 21.3423 - output17_loss: 26.4811 - output18_loss: 15.2723 - output19_loss: 13.4022 - output20_loss: 17.5894 - output21_loss: 33.4586 - output22_loss: 24.3017 - output23_loss: 16.1984 - output24_loss: 24.3037 - output25_loss: 29.4692 - output26_loss: 15.6026 - output27_loss: 31.5789 - output28_loss: 26.4788 - output29_loss: 35.6711 - output00_mean_squared_error: 13.0751 - output01_mean_squared_error: 17.1678 - output02_mean_squared_error: 26.0113 - output03_mean_squared_error: 36.6834 - output04_mean_squared_error: 32.5307 - output05_mean_squared_error: 19.6155 - output06_mean_squared_error: 27.1836 - output07_mean_squared_error: 28.3420 - output08_mean_squared_error: 16.7772 - output09_mean_squared_error: 21.6121 - output10_mean_squared_error: 20.1115 - output11_mean_squared_error: 21.8101 - output12_mean_squared_error: 19.6450 - output13_mean_squared_error: 29.4820 - output14_mean_squared_error: 22.4496 - output15_mean_squared_error: 32.4898 - output16_mean_squared_error: 21.3423 - output17_mean_squared_error: 26.4811 - output18_mean_squared_error: 15.2723 - output19_mean_squared_error: 13.4022 - output20_mean_squared_error: 17.5894 - output21_mean_squared_error: 33.4586 - output22_mean_squared_error: 24.3017 - output23_mean_squared_error: 16.1984 - output24_mean_squared_error: 24.3037 - output25_mean_squared_error: 29.4692 - output26_mean_squared_error: 15.6026 - output27_mean_squared_error: 31.5789 - output28_mean_squared_error: 26.4788 - output29_mean_squared_error: 35.6711 Epoch 593/2000 121/121 [==============================] - 0s 755us/step - loss: 715.8437 - output00_loss: 13.0718 - output01_loss: 17.1582 - output02_loss: 25.9991 - output03_loss: 36.6686 - output04_loss: 32.5178 - output05_loss: 19.6101 - output06_loss: 27.1667 - output07_loss: 28.3257 - output08_loss: 16.7683 - output09_loss: 21.6018 - output10_loss: 20.1072 - output11_loss: 21.8044 - output12_loss: 19.6344 - output13_loss: 29.4727 - output14_loss: 22.4386 - output15_loss: 32.4788 - output16_loss: 21.3392 - output17_loss: 26.4644 - output18_loss: 15.2670 - output19_loss: 13.3969 - output20_loss: 17.5749 - output21_loss: 33.4440 - output22_loss: 24.2941 - output23_loss: 16.1950 - output24_loss: 24.2940 - output25_loss: 29.4625 - output26_loss: 15.5978 - output27_loss: 31.5697 - output28_loss: 26.4665 - output29_loss: 35.6537 - output00_mean_squared_error: 13.0718 - output01_mean_squared_error: 17.1582 - output02_mean_squared_error: 25.9991 - output03_mean_squared_error: 36.6686 - output04_mean_squared_error: 32.5178 - output05_mean_squared_error: 19.6101 - output06_mean_squared_error: 27.1667 - output07_mean_squared_error: 28.3257 - output08_mean_squared_error: 16.7683 - output09_mean_squared_error: 21.6018 - output10_mean_squared_error: 20.1072 - output11_mean_squared_error: 21.8044 - output12_mean_squared_error: 19.6344 - output13_mean_squared_error: 29.4727 - output14_mean_squared_error: 22.4386 - output15_mean_squared_error: 32.4788 - output16_mean_squared_error: 21.3392 - output17_mean_squared_error: 26.4644 - output18_mean_squared_error: 15.2670 - output19_mean_squared_error: 13.3969 - output20_mean_squared_error: 17.5749 - output21_mean_squared_error: 33.4440 - output22_mean_squared_error: 24.2941 - output23_mean_squared_error: 16.1950 - output24_mean_squared_error: 24.2940 - output25_mean_squared_error: 29.4625 - output26_mean_squared_error: 15.5978 - output27_mean_squared_error: 31.5697 - output28_mean_squared_error: 26.4665 - output29_mean_squared_error: 35.6537 Epoch 594/2000 121/121 [==============================] - 0s 949us/step - loss: 715.5516 - output00_loss: 13.0684 - output01_loss: 17.1486 - output02_loss: 25.9869 - output03_loss: 36.6539 - output04_loss: 32.5049 - output05_loss: 19.6047 - output06_loss: 27.1499 - output07_loss: 28.3094 - output08_loss: 16.7594 - output09_loss: 21.5916 - output10_loss: 20.1029 - output11_loss: 21.7988 - output12_loss: 19.6238 - output13_loss: 29.4635 - output14_loss: 22.4276 - output15_loss: 32.4678 - output16_loss: 21.3362 - output17_loss: 26.4477 - output18_loss: 15.2617 - output19_loss: 13.3916 - output20_loss: 17.5604 - output21_loss: 33.4294 - output22_loss: 24.2866 - output23_loss: 16.1916 - output24_loss: 24.2844 - output25_loss: 29.4558 - output26_loss: 15.5930 - output27_loss: 31.5605 - output28_loss: 26.4542 - output29_loss: 35.6364 - output00_mean_squared_error: 13.0684 - output01_mean_squared_error: 17.1486 - output02_mean_squared_error: 25.9869 - output03_mean_squared_error: 36.6539 - output04_mean_squared_error: 32.5049 - output05_mean_squared_error: 19.6047 - output06_mean_squared_error: 27.1499 - output07_mean_squared_error: 28.3094 - output08_mean_squared_error: 16.7594 - output09_mean_squared_error: 21.5916 - output10_mean_squared_error: 20.1029 - output11_mean_squared_error: 21.7988 - output12_mean_squared_error: 19.6238 - output13_mean_squared_error: 29.4635 - output14_mean_squared_error: 22.4276 - output15_mean_squared_error: 32.4678 - output16_mean_squared_error: 21.3362 - output17_mean_squared_error: 26.4477 - output18_mean_squared_error: 15.2617 - output19_mean_squared_error: 13.3916 - output20_mean_squared_error: 17.5604 - output21_mean_squared_error: 33.4294 - output22_mean_squared_error: 24.2866 - output23_mean_squared_error: 16.1916 - output24_mean_squared_error: 24.2844 - output25_mean_squared_error: 29.4558 - output26_mean_squared_error: 15.5930 - output27_mean_squared_error: 31.5605 - output28_mean_squared_error: 26.4542 - output29_mean_squared_error: 35.6364 Epoch 595/2000 121/121 [==============================] - 0s 977us/step - loss: 715.2603 - output00_loss: 13.0651 - output01_loss: 17.1391 - output02_loss: 25.9747 - output03_loss: 36.6392 - output04_loss: 32.4920 - output05_loss: 19.5994 - output06_loss: 27.1331 - output07_loss: 28.2932 - output08_loss: 16.7505 - output09_loss: 21.5814 - output10_loss: 20.0987 - output11_loss: 21.7932 - output12_loss: 19.6133 - output13_loss: 29.4543 - output14_loss: 22.4167 - output15_loss: 32.4568 - output16_loss: 21.3332 - output17_loss: 26.4311 - output18_loss: 15.2564 - output19_loss: 13.3863 - output20_loss: 17.5460 - output21_loss: 33.4149 - output22_loss: 24.2791 - output23_loss: 16.1882 - output24_loss: 24.2749 - output25_loss: 29.4491 - output26_loss: 15.5882 - output27_loss: 31.5513 - output28_loss: 26.4419 - output29_loss: 35.6191 - output00_mean_squared_error: 13.0651 - output01_mean_squared_error: 17.1391 - output02_mean_squared_error: 25.9747 - output03_mean_squared_error: 36.6392 - output04_mean_squared_error: 32.4920 - output05_mean_squared_error: 19.5994 - output06_mean_squared_error: 27.1331 - output07_mean_squared_error: 28.2932 - output08_mean_squared_error: 16.7505 - output09_mean_squared_error: 21.5814 - output10_mean_squared_error: 20.0987 - output11_mean_squared_error: 21.7932 - output12_mean_squared_error: 19.6133 - output13_mean_squared_error: 29.4543 - output14_mean_squared_error: 22.4167 - output15_mean_squared_error: 32.4568 - output16_mean_squared_error: 21.3332 - output17_mean_squared_error: 26.4311 - output18_mean_squared_error: 15.2564 - output19_mean_squared_error: 13.3863 - output20_mean_squared_error: 17.5460 - output21_mean_squared_error: 33.4149 - output22_mean_squared_error: 24.2791 - output23_mean_squared_error: 16.1882 - output24_mean_squared_error: 24.2749 - output25_mean_squared_error: 29.4491 - output26_mean_squared_error: 15.5882 - output27_mean_squared_error: 31.5513 - output28_mean_squared_error: 26.4419 - output29_mean_squared_error: 35.6191 Epoch 596/2000 121/121 [==============================] - 0s 961us/step - loss: 714.9697 - output00_loss: 13.0618 - output01_loss: 17.1295 - output02_loss: 25.9626 - output03_loss: 36.6245 - output04_loss: 32.4791 - output05_loss: 19.5941 - output06_loss: 27.1164 - output07_loss: 28.2771 - output08_loss: 16.7416 - output09_loss: 21.5713 - output10_loss: 20.0944 - output11_loss: 21.7876 - output12_loss: 19.6028 - output13_loss: 29.4451 - output14_loss: 22.4057 - output15_loss: 32.4459 - output16_loss: 21.3303 - output17_loss: 26.4145 - output18_loss: 15.2511 - output19_loss: 13.3811 - output20_loss: 17.5316 - output21_loss: 33.4004 - output22_loss: 24.2717 - output23_loss: 16.1848 - output24_loss: 24.2654 - output25_loss: 29.4424 - output26_loss: 15.5834 - output27_loss: 31.5422 - output28_loss: 26.4296 - output29_loss: 35.6018 - output00_mean_squared_error: 13.0618 - output01_mean_squared_error: 17.1295 - output02_mean_squared_error: 25.9626 - output03_mean_squared_error: 36.6245 - output04_mean_squared_error: 32.4791 - output05_mean_squared_error: 19.5941 - output06_mean_squared_error: 27.1164 - output07_mean_squared_error: 28.2771 - output08_mean_squared_error: 16.7416 - output09_mean_squared_error: 21.5713 - output10_mean_squared_error: 20.0944 - output11_mean_squared_error: 21.7876 - output12_mean_squared_error: 19.6028 - output13_mean_squared_error: 29.4451 - output14_mean_squared_error: 22.4057 - output15_mean_squared_error: 32.4459 - output16_mean_squared_error: 21.3303 - output17_mean_squared_error: 26.4145 - output18_mean_squared_error: 15.2511 - output19_mean_squared_error: 13.3811 - output20_mean_squared_error: 17.5316 - output21_mean_squared_error: 33.4004 - output22_mean_squared_error: 24.2717 - output23_mean_squared_error: 16.1848 - output24_mean_squared_error: 24.2654 - output25_mean_squared_error: 29.4424 - output26_mean_squared_error: 15.5834 - output27_mean_squared_error: 31.5422 - output28_mean_squared_error: 26.4296 - output29_mean_squared_error: 35.6018 Epoch 597/2000 121/121 [==============================] - 0s 823us/step - loss: 714.6800 - output00_loss: 13.0585 - output01_loss: 17.1200 - output02_loss: 25.9505 - output03_loss: 36.6099 - output04_loss: 32.4662 - output05_loss: 19.5888 - output06_loss: 27.0997 - output07_loss: 28.2610 - output08_loss: 16.7328 - output09_loss: 21.5612 - output10_loss: 20.0902 - output11_loss: 21.7821 - output12_loss: 19.5924 - output13_loss: 29.4359 - output14_loss: 22.3948 - output15_loss: 32.4350 - output16_loss: 21.3273 - output17_loss: 26.3981 - output18_loss: 15.2458 - output19_loss: 13.3758 - output20_loss: 17.5172 - output21_loss: 33.3860 - output22_loss: 24.2642 - output23_loss: 16.1815 - output24_loss: 24.2559 - output25_loss: 29.4358 - output26_loss: 15.5787 - output27_loss: 31.5331 - output28_loss: 26.4174 - output29_loss: 35.5845 - output00_mean_squared_error: 13.0585 - output01_mean_squared_error: 17.1200 - output02_mean_squared_error: 25.9505 - output03_mean_squared_error: 36.6099 - output04_mean_squared_error: 32.4662 - output05_mean_squared_error: 19.5888 - output06_mean_squared_error: 27.0997 - output07_mean_squared_error: 28.2610 - output08_mean_squared_error: 16.7328 - output09_mean_squared_error: 21.5612 - output10_mean_squared_error: 20.0902 - output11_mean_squared_error: 21.7821 - output12_mean_squared_error: 19.5924 - output13_mean_squared_error: 29.4359 - output14_mean_squared_error: 22.3948 - output15_mean_squared_error: 32.4350 - output16_mean_squared_error: 21.3273 - output17_mean_squared_error: 26.3981 - output18_mean_squared_error: 15.2458 - output19_mean_squared_error: 13.3758 - output20_mean_squared_error: 17.5172 - output21_mean_squared_error: 33.3860 - output22_mean_squared_error: 24.2642 - output23_mean_squared_error: 16.1815 - output24_mean_squared_error: 24.2559 - output25_mean_squared_error: 29.4358 - output26_mean_squared_error: 15.5787 - output27_mean_squared_error: 31.5331 - output28_mean_squared_error: 26.4174 - output29_mean_squared_error: 35.5845 Epoch 598/2000 121/121 [==============================] - 0s 1ms/step - loss: 714.3912 - output00_loss: 13.0552 - output01_loss: 17.1106 - output02_loss: 25.9384 - output03_loss: 36.5953 - output04_loss: 32.4534 - output05_loss: 19.5835 - output06_loss: 27.0830 - output07_loss: 28.2450 - output08_loss: 16.7240 - output09_loss: 21.5511 - output10_loss: 20.0860 - output11_loss: 21.7765 - output12_loss: 19.5819 - output13_loss: 29.4268 - output14_loss: 22.3839 - output15_loss: 32.4241 - output16_loss: 21.3243 - output17_loss: 26.3817 - output18_loss: 15.2406 - output19_loss: 13.3705 - output20_loss: 17.5028 - output21_loss: 33.3716 - output22_loss: 24.2568 - output23_loss: 16.1781 - output24_loss: 24.2464 - output25_loss: 29.4292 - output26_loss: 15.5740 - output27_loss: 31.5240 - output28_loss: 26.4051 - output29_loss: 35.5672 - output00_mean_squared_error: 13.0552 - output01_mean_squared_error: 17.1106 - output02_mean_squared_error: 25.9384 - output03_mean_squared_error: 36.5953 - output04_mean_squared_error: 32.4534 - output05_mean_squared_error: 19.5835 - output06_mean_squared_error: 27.0830 - output07_mean_squared_error: 28.2450 - output08_mean_squared_error: 16.7240 - output09_mean_squared_error: 21.5511 - output10_mean_squared_error: 20.0860 - output11_mean_squared_error: 21.7765 - output12_mean_squared_error: 19.5819 - output13_mean_squared_error: 29.4268 - output14_mean_squared_error: 22.3839 - output15_mean_squared_error: 32.4241 - output16_mean_squared_error: 21.3243 - output17_mean_squared_error: 26.3817 - output18_mean_squared_error: 15.2406 - output19_mean_squared_error: 13.3705 - output20_mean_squared_error: 17.5028 - output21_mean_squared_error: 33.3716 - output22_mean_squared_error: 24.2568 - output23_mean_squared_error: 16.1781 - output24_mean_squared_error: 24.2464 - output25_mean_squared_error: 29.4292 - output26_mean_squared_error: 15.5740 - output27_mean_squared_error: 31.5240 - output28_mean_squared_error: 26.4051 - output29_mean_squared_error: 35.5672 Epoch 599/2000 121/121 [==============================] - 0s 685us/step - loss: 714.1033 - output00_loss: 13.0520 - output01_loss: 17.1011 - output02_loss: 25.9264 - output03_loss: 36.5808 - output04_loss: 32.4406 - output05_loss: 19.5783 - output06_loss: 27.0663 - output07_loss: 28.2290 - output08_loss: 16.7152 - output09_loss: 21.5411 - output10_loss: 20.0818 - output11_loss: 21.7710 - output12_loss: 19.5715 - output13_loss: 29.4176 - output14_loss: 22.3730 - output15_loss: 32.4132 - output16_loss: 21.3214 - output17_loss: 26.3653 - output18_loss: 15.2354 - output19_loss: 13.3653 - output20_loss: 17.4885 - output21_loss: 33.3573 - output22_loss: 24.2495 - output23_loss: 16.1748 - output24_loss: 24.2370 - output25_loss: 29.4226 - output26_loss: 15.5693 - output27_loss: 31.5150 - output28_loss: 26.3929 - output29_loss: 35.5500 - output00_mean_squared_error: 13.0520 - output01_mean_squared_error: 17.1011 - output02_mean_squared_error: 25.9264 - output03_mean_squared_error: 36.5808 - output04_mean_squared_error: 32.4406 - output05_mean_squared_error: 19.5783 - output06_mean_squared_error: 27.0663 - output07_mean_squared_error: 28.2290 - output08_mean_squared_error: 16.7152 - output09_mean_squared_error: 21.5411 - output10_mean_squared_error: 20.0818 - output11_mean_squared_error: 21.7710 - output12_mean_squared_error: 19.5715 - output13_mean_squared_error: 29.4176 - output14_mean_squared_error: 22.3730 - output15_mean_squared_error: 32.4132 - output16_mean_squared_error: 21.3214 - output17_mean_squared_error: 26.3653 - output18_mean_squared_error: 15.2354 - output19_mean_squared_error: 13.3653 - output20_mean_squared_error: 17.4885 - output21_mean_squared_error: 33.3573 - output22_mean_squared_error: 24.2495 - output23_mean_squared_error: 16.1748 - output24_mean_squared_error: 24.2370 - output25_mean_squared_error: 29.4226 - output26_mean_squared_error: 15.5693 - output27_mean_squared_error: 31.5150 - output28_mean_squared_error: 26.3929 - output29_mean_squared_error: 35.5500 Epoch 600/2000 121/121 [==============================] - 0s 599us/step - loss: 713.8163 - output00_loss: 13.0487 - output01_loss: 17.0917 - output02_loss: 25.9144 - output03_loss: 36.5663 - output04_loss: 32.4277 - output05_loss: 19.5731 - output06_loss: 27.0497 - output07_loss: 28.2130 - output08_loss: 16.7065 - output09_loss: 21.5312 - output10_loss: 20.0777 - output11_loss: 21.7656 - output12_loss: 19.5612 - output13_loss: 29.4085 - output14_loss: 22.3622 - output15_loss: 32.4024 - output16_loss: 21.3185 - output17_loss: 26.3490 - output18_loss: 15.2302 - output19_loss: 13.3600 - output20_loss: 17.4743 - output21_loss: 33.3431 - output22_loss: 24.2421 - output23_loss: 16.1715 - output24_loss: 24.2276 - output25_loss: 29.4161 - output26_loss: 15.5646 - output27_loss: 31.5060 - output28_loss: 26.3807 - output29_loss: 35.5328 - output00_mean_squared_error: 13.0487 - output01_mean_squared_error: 17.0917 - output02_mean_squared_error: 25.9144 - output03_mean_squared_error: 36.5663 - output04_mean_squared_error: 32.4277 - output05_mean_squared_error: 19.5731 - output06_mean_squared_error: 27.0497 - output07_mean_squared_error: 28.2130 - output08_mean_squared_error: 16.7065 - output09_mean_squared_error: 21.5312 - output10_mean_squared_error: 20.0777 - output11_mean_squared_error: 21.7656 - output12_mean_squared_error: 19.5612 - output13_mean_squared_error: 29.4085 - output14_mean_squared_error: 22.3622 - output15_mean_squared_error: 32.4024 - output16_mean_squared_error: 21.3185 - output17_mean_squared_error: 26.3490 - output18_mean_squared_error: 15.2302 - output19_mean_squared_error: 13.3600 - output20_mean_squared_error: 17.4743 - output21_mean_squared_error: 33.3431 - output22_mean_squared_error: 24.2421 - output23_mean_squared_error: 16.1715 - output24_mean_squared_error: 24.2276 - output25_mean_squared_error: 29.4161 - output26_mean_squared_error: 15.5646 - output27_mean_squared_error: 31.5060 - output28_mean_squared_error: 26.3807 - output29_mean_squared_error: 35.5328 Epoch 601/2000 121/121 [==============================] - 0s 702us/step - loss: 713.5303 - output00_loss: 13.0455 - output01_loss: 17.0823 - output02_loss: 25.9025 - output03_loss: 36.5519 - output04_loss: 32.4149 - output05_loss: 19.5679 - output06_loss: 27.0331 - output07_loss: 28.1971 - output08_loss: 16.6978 - output09_loss: 21.5213 - output10_loss: 20.0735 - output11_loss: 21.7601 - output12_loss: 19.5509 - output13_loss: 29.3994 - output14_loss: 22.3513 - output15_loss: 32.3916 - output16_loss: 21.3156 - output17_loss: 26.3328 - output18_loss: 15.2251 - output19_loss: 13.3548 - output20_loss: 17.4600 - output21_loss: 33.3289 - output22_loss: 24.2348 - output23_loss: 16.1682 - output24_loss: 24.2183 - output25_loss: 29.4096 - output26_loss: 15.5599 - output27_loss: 31.4970 - output28_loss: 26.3685 - output29_loss: 35.5156 - output00_mean_squared_error: 13.0455 - output01_mean_squared_error: 17.0823 - output02_mean_squared_error: 25.9025 - output03_mean_squared_error: 36.5519 - output04_mean_squared_error: 32.4149 - output05_mean_squared_error: 19.5679 - output06_mean_squared_error: 27.0331 - output07_mean_squared_error: 28.1971 - output08_mean_squared_error: 16.6978 - output09_mean_squared_error: 21.5213 - output10_mean_squared_error: 20.0735 - output11_mean_squared_error: 21.7601 - output12_mean_squared_error: 19.5509 - output13_mean_squared_error: 29.3994 - output14_mean_squared_error: 22.3513 - output15_mean_squared_error: 32.3916 - output16_mean_squared_error: 21.3156 - output17_mean_squared_error: 26.3328 - output18_mean_squared_error: 15.2251 - output19_mean_squared_error: 13.3548 - output20_mean_squared_error: 17.4600 - output21_mean_squared_error: 33.3289 - output22_mean_squared_error: 24.2348 - output23_mean_squared_error: 16.1682 - output24_mean_squared_error: 24.2183 - output25_mean_squared_error: 29.4096 - output26_mean_squared_error: 15.5599 - output27_mean_squared_error: 31.4970 - output28_mean_squared_error: 26.3685 - output29_mean_squared_error: 35.5156 Epoch 602/2000 121/121 [==============================] - 0s 978us/step - loss: 713.2449 - output00_loss: 13.0422 - output01_loss: 17.0729 - output02_loss: 25.8906 - output03_loss: 36.5375 - output04_loss: 32.4022 - output05_loss: 19.5627 - output06_loss: 27.0165 - output07_loss: 28.1813 - output08_loss: 16.6891 - output09_loss: 21.5114 - output10_loss: 20.0694 - output11_loss: 21.7547 - output12_loss: 19.5406 - output13_loss: 29.3903 - output14_loss: 22.3405 - output15_loss: 32.3808 - output16_loss: 21.3127 - output17_loss: 26.3167 - output18_loss: 15.2200 - output19_loss: 13.3496 - output20_loss: 17.4458 - output21_loss: 33.3148 - output22_loss: 24.2275 - output23_loss: 16.1650 - output24_loss: 24.2089 - output25_loss: 29.4031 - output26_loss: 15.5553 - output27_loss: 31.4880 - output28_loss: 26.3563 - output29_loss: 35.4984 - output00_mean_squared_error: 13.0422 - output01_mean_squared_error: 17.0729 - output02_mean_squared_error: 25.8906 - output03_mean_squared_error: 36.5375 - output04_mean_squared_error: 32.4022 - output05_mean_squared_error: 19.5627 - output06_mean_squared_error: 27.0165 - output07_mean_squared_error: 28.1813 - output08_mean_squared_error: 16.6891 - output09_mean_squared_error: 21.5114 - output10_mean_squared_error: 20.0694 - output11_mean_squared_error: 21.7547 - output12_mean_squared_error: 19.5406 - output13_mean_squared_error: 29.3903 - output14_mean_squared_error: 22.3405 - output15_mean_squared_error: 32.3808 - output16_mean_squared_error: 21.3127 - output17_mean_squared_error: 26.3167 - output18_mean_squared_error: 15.2200 - output19_mean_squared_error: 13.3496 - output20_mean_squared_error: 17.4458 - output21_mean_squared_error: 33.3148 - output22_mean_squared_error: 24.2275 - output23_mean_squared_error: 16.1650 - output24_mean_squared_error: 24.2089 - output25_mean_squared_error: 29.4031 - output26_mean_squared_error: 15.5553 - output27_mean_squared_error: 31.4880 - output28_mean_squared_error: 26.3563 - output29_mean_squared_error: 35.4984 Epoch 603/2000 121/121 [==============================] - 0s 1ms/step - loss: 712.9603 - output00_loss: 13.0390 - output01_loss: 17.0635 - output02_loss: 25.8787 - output03_loss: 36.5232 - output04_loss: 32.3894 - output05_loss: 19.5576 - output06_loss: 27.0000 - output07_loss: 28.1654 - output08_loss: 16.6804 - output09_loss: 21.5016 - output10_loss: 20.0653 - output11_loss: 21.7494 - output12_loss: 19.5303 - output13_loss: 29.3812 - output14_loss: 22.3297 - output15_loss: 32.3700 - output16_loss: 21.3098 - output17_loss: 26.3006 - output18_loss: 15.2149 - output19_loss: 13.3443 - output20_loss: 17.4316 - output21_loss: 33.3007 - output22_loss: 24.2202 - output23_loss: 16.1617 - output24_loss: 24.1997 - output25_loss: 29.3967 - output26_loss: 15.5507 - output27_loss: 31.4791 - output28_loss: 26.3442 - output29_loss: 35.4813 - output00_mean_squared_error: 13.0390 - output01_mean_squared_error: 17.0635 - output02_mean_squared_error: 25.8787 - output03_mean_squared_error: 36.5232 - output04_mean_squared_error: 32.3894 - output05_mean_squared_error: 19.5576 - output06_mean_squared_error: 27.0000 - output07_mean_squared_error: 28.1654 - output08_mean_squared_error: 16.6804 - output09_mean_squared_error: 21.5016 - output10_mean_squared_error: 20.0653 - output11_mean_squared_error: 21.7494 - output12_mean_squared_error: 19.5303 - output13_mean_squared_error: 29.3812 - output14_mean_squared_error: 22.3297 - output15_mean_squared_error: 32.3700 - output16_mean_squared_error: 21.3098 - output17_mean_squared_error: 26.3006 - output18_mean_squared_error: 15.2149 - output19_mean_squared_error: 13.3443 - output20_mean_squared_error: 17.4316 - output21_mean_squared_error: 33.3007 - output22_mean_squared_error: 24.2202 - output23_mean_squared_error: 16.1617 - output24_mean_squared_error: 24.1997 - output25_mean_squared_error: 29.3967 - output26_mean_squared_error: 15.5507 - output27_mean_squared_error: 31.4791 - output28_mean_squared_error: 26.3442 - output29_mean_squared_error: 35.4813 Epoch 604/2000 121/121 [==============================] - 0s 926us/step - loss: 712.6767 - output00_loss: 13.0359 - output01_loss: 17.0542 - output02_loss: 25.8669 - output03_loss: 36.5089 - output04_loss: 32.3766 - output05_loss: 19.5525 - output06_loss: 26.9834 - output07_loss: 28.1497 - output08_loss: 16.6718 - output09_loss: 21.4918 - output10_loss: 20.0612 - output11_loss: 21.7440 - output12_loss: 19.5201 - output13_loss: 29.3721 - output14_loss: 22.3190 - output15_loss: 32.3592 - output16_loss: 21.3070 - output17_loss: 26.2846 - output18_loss: 15.2098 - output19_loss: 13.3391 - output20_loss: 17.4174 - output21_loss: 33.2867 - output22_loss: 24.2130 - output23_loss: 16.1585 - output24_loss: 24.1904 - output25_loss: 29.3902 - output26_loss: 15.5461 - output27_loss: 31.4702 - output28_loss: 26.3321 - output29_loss: 35.4642 - output00_mean_squared_error: 13.0359 - output01_mean_squared_error: 17.0542 - output02_mean_squared_error: 25.8669 - output03_mean_squared_error: 36.5089 - output04_mean_squared_error: 32.3766 - output05_mean_squared_error: 19.5525 - output06_mean_squared_error: 26.9834 - output07_mean_squared_error: 28.1497 - output08_mean_squared_error: 16.6718 - output09_mean_squared_error: 21.4918 - output10_mean_squared_error: 20.0612 - output11_mean_squared_error: 21.7440 - output12_mean_squared_error: 19.5201 - output13_mean_squared_error: 29.3721 - output14_mean_squared_error: 22.3190 - output15_mean_squared_error: 32.3592 - output16_mean_squared_error: 21.3070 - output17_mean_squared_error: 26.2846 - output18_mean_squared_error: 15.2098 - output19_mean_squared_error: 13.3391 - output20_mean_squared_error: 17.4174 - output21_mean_squared_error: 33.2867 - output22_mean_squared_error: 24.2130 - output23_mean_squared_error: 16.1585 - output24_mean_squared_error: 24.1904 - output25_mean_squared_error: 29.3902 - output26_mean_squared_error: 15.5461 - output27_mean_squared_error: 31.4702 - output28_mean_squared_error: 26.3321 - output29_mean_squared_error: 35.4642 Epoch 605/2000 121/121 [==============================] - 0s 477us/step - loss: 712.3937 - output00_loss: 13.0327 - output01_loss: 17.0449 - output02_loss: 25.8550 - output03_loss: 36.4946 - output04_loss: 32.3639 - output05_loss: 19.5474 - output06_loss: 26.9669 - output07_loss: 28.1340 - output08_loss: 16.6632 - output09_loss: 21.4821 - output10_loss: 20.0571 - output11_loss: 21.7387 - output12_loss: 19.5099 - output13_loss: 29.3631 - output14_loss: 22.3082 - output15_loss: 32.3485 - output16_loss: 21.3041 - output17_loss: 26.2687 - output18_loss: 15.2047 - output19_loss: 13.3339 - output20_loss: 17.4033 - output21_loss: 33.2727 - output22_loss: 24.2058 - output23_loss: 16.1552 - output24_loss: 24.1812 - output25_loss: 29.3838 - output26_loss: 15.5415 - output27_loss: 31.4614 - output28_loss: 26.3200 - output29_loss: 35.4471 - output00_mean_squared_error: 13.0327 - output01_mean_squared_error: 17.0449 - output02_mean_squared_error: 25.8550 - output03_mean_squared_error: 36.4946 - output04_mean_squared_error: 32.3639 - output05_mean_squared_error: 19.5474 - output06_mean_squared_error: 26.9669 - output07_mean_squared_error: 28.1340 - output08_mean_squared_error: 16.6632 - output09_mean_squared_error: 21.4821 - output10_mean_squared_error: 20.0571 - output11_mean_squared_error: 21.7387 - output12_mean_squared_error: 19.5099 - output13_mean_squared_error: 29.3631 - output14_mean_squared_error: 22.3082 - output15_mean_squared_error: 32.3485 - output16_mean_squared_error: 21.3041 - output17_mean_squared_error: 26.2687 - output18_mean_squared_error: 15.2047 - output19_mean_squared_error: 13.3339 - output20_mean_squared_error: 17.4033 - output21_mean_squared_error: 33.2727 - output22_mean_squared_error: 24.2058 - output23_mean_squared_error: 16.1552 - output24_mean_squared_error: 24.1812 - output25_mean_squared_error: 29.3838 - output26_mean_squared_error: 15.5415 - output27_mean_squared_error: 31.4614 - output28_mean_squared_error: 26.3200 - output29_mean_squared_error: 35.4471 Epoch 606/2000 121/121 [==============================] - 0s 801us/step - loss: 712.1119 - output00_loss: 13.0295 - output01_loss: 17.0356 - output02_loss: 25.8433 - output03_loss: 36.4804 - output04_loss: 32.3512 - output05_loss: 19.5424 - output06_loss: 26.9505 - output07_loss: 28.1183 - output08_loss: 16.6546 - output09_loss: 21.4724 - output10_loss: 20.0530 - output11_loss: 21.7334 - output12_loss: 19.4998 - output13_loss: 29.3541 - output14_loss: 22.2975 - output15_loss: 32.3378 - output16_loss: 21.3013 - output17_loss: 26.2528 - output18_loss: 15.1997 - output19_loss: 13.3287 - output20_loss: 17.3892 - output21_loss: 33.2588 - output22_loss: 24.1986 - output23_loss: 16.1520 - output24_loss: 24.1720 - output25_loss: 29.3774 - output26_loss: 15.5369 - output27_loss: 31.4526 - output28_loss: 26.3079 - output29_loss: 35.4300 - output00_mean_squared_error: 13.0295 - output01_mean_squared_error: 17.0356 - output02_mean_squared_error: 25.8433 - output03_mean_squared_error: 36.4804 - output04_mean_squared_error: 32.3512 - output05_mean_squared_error: 19.5424 - output06_mean_squared_error: 26.9505 - output07_mean_squared_error: 28.1183 - output08_mean_squared_error: 16.6546 - output09_mean_squared_error: 21.4724 - output10_mean_squared_error: 20.0530 - output11_mean_squared_error: 21.7334 - output12_mean_squared_error: 19.4998 - output13_mean_squared_error: 29.3541 - output14_mean_squared_error: 22.2975 - output15_mean_squared_error: 32.3378 - output16_mean_squared_error: 21.3013 - output17_mean_squared_error: 26.2528 - output18_mean_squared_error: 15.1997 - output19_mean_squared_error: 13.3287 - output20_mean_squared_error: 17.3892 - output21_mean_squared_error: 33.2588 - output22_mean_squared_error: 24.1986 - output23_mean_squared_error: 16.1520 - output24_mean_squared_error: 24.1720 - output25_mean_squared_error: 29.3774 - output26_mean_squared_error: 15.5369 - output27_mean_squared_error: 31.4526 - output28_mean_squared_error: 26.3079 - output29_mean_squared_error: 35.4300 Epoch 607/2000 121/121 [==============================] - 0s 799us/step - loss: 711.8306 - output00_loss: 13.0264 - output01_loss: 17.0264 - output02_loss: 25.8315 - output03_loss: 36.4662 - output04_loss: 32.3385 - output05_loss: 19.5373 - output06_loss: 26.9341 - output07_loss: 28.1027 - output08_loss: 16.6461 - output09_loss: 21.4628 - output10_loss: 20.0490 - output11_loss: 21.7281 - output12_loss: 19.4897 - output13_loss: 29.3450 - output14_loss: 22.2868 - output15_loss: 32.3271 - output16_loss: 21.2985 - output17_loss: 26.2370 - output18_loss: 15.1947 - output19_loss: 13.3235 - output20_loss: 17.3752 - output21_loss: 33.2449 - output22_loss: 24.1914 - output23_loss: 16.1488 - output24_loss: 24.1628 - output25_loss: 29.3711 - output26_loss: 15.5324 - output27_loss: 31.4438 - output28_loss: 26.2958 - output29_loss: 35.4130 - output00_mean_squared_error: 13.0264 - output01_mean_squared_error: 17.0264 - output02_mean_squared_error: 25.8315 - output03_mean_squared_error: 36.4662 - output04_mean_squared_error: 32.3385 - output05_mean_squared_error: 19.5373 - output06_mean_squared_error: 26.9341 - output07_mean_squared_error: 28.1027 - output08_mean_squared_error: 16.6461 - output09_mean_squared_error: 21.4628 - output10_mean_squared_error: 20.0490 - output11_mean_squared_error: 21.7281 - output12_mean_squared_error: 19.4897 - output13_mean_squared_error: 29.3450 - output14_mean_squared_error: 22.2868 - output15_mean_squared_error: 32.3271 - output16_mean_squared_error: 21.2985 - output17_mean_squared_error: 26.2370 - output18_mean_squared_error: 15.1947 - output19_mean_squared_error: 13.3235 - output20_mean_squared_error: 17.3752 - output21_mean_squared_error: 33.2449 - output22_mean_squared_error: 24.1914 - output23_mean_squared_error: 16.1488 - output24_mean_squared_error: 24.1628 - output25_mean_squared_error: 29.3711 - output26_mean_squared_error: 15.5324 - output27_mean_squared_error: 31.4438 - output28_mean_squared_error: 26.2958 - output29_mean_squared_error: 35.4130 Epoch 608/2000 121/121 [==============================] - 0s 1ms/step - loss: 711.5504 - output00_loss: 13.0232 - output01_loss: 17.0172 - output02_loss: 25.8198 - output03_loss: 36.4521 - output04_loss: 32.3258 - output05_loss: 19.5323 - output06_loss: 26.9177 - output07_loss: 28.0871 - output08_loss: 16.6376 - output09_loss: 21.4532 - output10_loss: 20.0449 - output11_loss: 21.7229 - output12_loss: 19.4796 - output13_loss: 29.3360 - output14_loss: 22.2761 - output15_loss: 32.3165 - output16_loss: 21.2957 - output17_loss: 26.2213 - output18_loss: 15.1898 - output19_loss: 13.3184 - output20_loss: 17.3612 - output21_loss: 33.2311 - output22_loss: 24.1843 - output23_loss: 16.1456 - output24_loss: 24.1537 - output25_loss: 29.3648 - output26_loss: 15.5278 - output27_loss: 31.4350 - output28_loss: 26.2837 - output29_loss: 35.3959 - output00_mean_squared_error: 13.0232 - output01_mean_squared_error: 17.0172 - output02_mean_squared_error: 25.8198 - output03_mean_squared_error: 36.4521 - output04_mean_squared_error: 32.3258 - output05_mean_squared_error: 19.5323 - output06_mean_squared_error: 26.9177 - output07_mean_squared_error: 28.0871 - output08_mean_squared_error: 16.6376 - output09_mean_squared_error: 21.4532 - output10_mean_squared_error: 20.0449 - output11_mean_squared_error: 21.7229 - output12_mean_squared_error: 19.4796 - output13_mean_squared_error: 29.3360 - output14_mean_squared_error: 22.2761 - output15_mean_squared_error: 32.3165 - output16_mean_squared_error: 21.2957 - output17_mean_squared_error: 26.2213 - output18_mean_squared_error: 15.1898 - output19_mean_squared_error: 13.3184 - output20_mean_squared_error: 17.3612 - output21_mean_squared_error: 33.2311 - output22_mean_squared_error: 24.1843 - output23_mean_squared_error: 16.1456 - output24_mean_squared_error: 24.1537 - output25_mean_squared_error: 29.3648 - output26_mean_squared_error: 15.5278 - output27_mean_squared_error: 31.4350 - output28_mean_squared_error: 26.2837 - output29_mean_squared_error: 35.3959 Epoch 609/2000 121/121 [==============================] - 0s 944us/step - loss: 711.2709 - output00_loss: 13.0201 - output01_loss: 17.0079 - output02_loss: 25.8082 - output03_loss: 36.4380 - output04_loss: 32.3131 - output05_loss: 19.5273 - output06_loss: 26.9013 - output07_loss: 28.0716 - output08_loss: 16.6291 - output09_loss: 21.4436 - output10_loss: 20.0409 - output11_loss: 21.7177 - output12_loss: 19.4695 - output13_loss: 29.3271 - output14_loss: 22.2655 - output15_loss: 32.3059 - output16_loss: 21.2929 - output17_loss: 26.2056 - output18_loss: 15.1848 - output19_loss: 13.3132 - output20_loss: 17.3472 - output21_loss: 33.2173 - output22_loss: 24.1772 - output23_loss: 16.1425 - output24_loss: 24.1446 - output25_loss: 29.3585 - output26_loss: 15.5233 - output27_loss: 31.4263 - output28_loss: 26.2717 - output29_loss: 35.3789 - output00_mean_squared_error: 13.0201 - output01_mean_squared_error: 17.0079 - output02_mean_squared_error: 25.8082 - output03_mean_squared_error: 36.4380 - output04_mean_squared_error: 32.3131 - output05_mean_squared_error: 19.5273 - output06_mean_squared_error: 26.9013 - output07_mean_squared_error: 28.0716 - output08_mean_squared_error: 16.6291 - output09_mean_squared_error: 21.4436 - output10_mean_squared_error: 20.0409 - output11_mean_squared_error: 21.7177 - output12_mean_squared_error: 19.4695 - output13_mean_squared_error: 29.3271 - output14_mean_squared_error: 22.2655 - output15_mean_squared_error: 32.3059 - output16_mean_squared_error: 21.2929 - output17_mean_squared_error: 26.2056 - output18_mean_squared_error: 15.1848 - output19_mean_squared_error: 13.3132 - output20_mean_squared_error: 17.3472 - output21_mean_squared_error: 33.2173 - output22_mean_squared_error: 24.1772 - output23_mean_squared_error: 16.1425 - output24_mean_squared_error: 24.1446 - output25_mean_squared_error: 29.3585 - output26_mean_squared_error: 15.5233 - output27_mean_squared_error: 31.4263 - output28_mean_squared_error: 26.2717 - output29_mean_squared_error: 35.3789 Epoch 610/2000 121/121 [==============================] - 0s 733us/step - loss: 710.9922 - output00_loss: 13.0170 - output01_loss: 16.9988 - output02_loss: 25.7965 - output03_loss: 36.4240 - output04_loss: 32.3005 - output05_loss: 19.5224 - output06_loss: 26.8849 - output07_loss: 28.0561 - output08_loss: 16.6206 - output09_loss: 21.4341 - output10_loss: 20.0369 - output11_loss: 21.7125 - output12_loss: 19.4595 - output13_loss: 29.3181 - output14_loss: 22.2548 - output15_loss: 32.2952 - output16_loss: 21.2901 - output17_loss: 26.1900 - output18_loss: 15.1799 - output19_loss: 13.3080 - output20_loss: 17.3332 - output21_loss: 33.2036 - output22_loss: 24.1701 - output23_loss: 16.1393 - output24_loss: 24.1355 - output25_loss: 29.3522 - output26_loss: 15.5188 - output27_loss: 31.4176 - output28_loss: 26.2597 - output29_loss: 35.3620 - output00_mean_squared_error: 13.0170 - output01_mean_squared_error: 16.9988 - output02_mean_squared_error: 25.7965 - output03_mean_squared_error: 36.4240 - output04_mean_squared_error: 32.3005 - output05_mean_squared_error: 19.5224 - output06_mean_squared_error: 26.8849 - output07_mean_squared_error: 28.0561 - output08_mean_squared_error: 16.6206 - output09_mean_squared_error: 21.4341 - output10_mean_squared_error: 20.0369 - output11_mean_squared_error: 21.7125 - output12_mean_squared_error: 19.4595 - output13_mean_squared_error: 29.3181 - output14_mean_squared_error: 22.2548 - output15_mean_squared_error: 32.2952 - output16_mean_squared_error: 21.2901 - output17_mean_squared_error: 26.1900 - output18_mean_squared_error: 15.1799 - output19_mean_squared_error: 13.3080 - output20_mean_squared_error: 17.3332 - output21_mean_squared_error: 33.2036 - output22_mean_squared_error: 24.1701 - output23_mean_squared_error: 16.1393 - output24_mean_squared_error: 24.1355 - output25_mean_squared_error: 29.3522 - output26_mean_squared_error: 15.5188 - output27_mean_squared_error: 31.4176 - output28_mean_squared_error: 26.2597 - output29_mean_squared_error: 35.3620 Epoch 611/2000 121/121 [==============================] - 0s 823us/step - loss: 710.7144 - output00_loss: 13.0139 - output01_loss: 16.9896 - output02_loss: 25.7849 - output03_loss: 36.4100 - output04_loss: 32.2878 - output05_loss: 19.5175 - output06_loss: 26.8686 - output07_loss: 28.0407 - output08_loss: 16.6122 - output09_loss: 21.4247 - output10_loss: 20.0329 - output11_loss: 21.7073 - output12_loss: 19.4496 - output13_loss: 29.3091 - output14_loss: 22.2442 - output15_loss: 32.2847 - output16_loss: 21.2874 - output17_loss: 26.1745 - output18_loss: 15.1750 - output19_loss: 13.3029 - output20_loss: 17.3193 - output21_loss: 33.1900 - output22_loss: 24.1630 - output23_loss: 16.1362 - output24_loss: 24.1265 - output25_loss: 29.3460 - output26_loss: 15.5144 - output27_loss: 31.4089 - output28_loss: 26.2477 - output29_loss: 35.3450 - output00_mean_squared_error: 13.0139 - output01_mean_squared_error: 16.9896 - output02_mean_squared_error: 25.7849 - output03_mean_squared_error: 36.4100 - output04_mean_squared_error: 32.2878 - output05_mean_squared_error: 19.5175 - output06_mean_squared_error: 26.8686 - output07_mean_squared_error: 28.0407 - output08_mean_squared_error: 16.6122 - output09_mean_squared_error: 21.4247 - output10_mean_squared_error: 20.0329 - output11_mean_squared_error: 21.7073 - output12_mean_squared_error: 19.4496 - output13_mean_squared_error: 29.3091 - output14_mean_squared_error: 22.2442 - output15_mean_squared_error: 32.2847 - output16_mean_squared_error: 21.2874 - output17_mean_squared_error: 26.1745 - output18_mean_squared_error: 15.1750 - output19_mean_squared_error: 13.3029 - output20_mean_squared_error: 17.3193 - output21_mean_squared_error: 33.1900 - output22_mean_squared_error: 24.1630 - output23_mean_squared_error: 16.1362 - output24_mean_squared_error: 24.1265 - output25_mean_squared_error: 29.3460 - output26_mean_squared_error: 15.5144 - output27_mean_squared_error: 31.4089 - output28_mean_squared_error: 26.2477 - output29_mean_squared_error: 35.3450 Epoch 612/2000 121/121 [==============================] - 0s 652us/step - loss: 710.4374 - output00_loss: 13.0108 - output01_loss: 16.9805 - output02_loss: 25.7734 - output03_loss: 36.3960 - output04_loss: 32.2752 - output05_loss: 19.5126 - output06_loss: 26.8523 - output07_loss: 28.0253 - output08_loss: 16.6038 - output09_loss: 21.4152 - output10_loss: 20.0290 - output11_loss: 21.7022 - output12_loss: 19.4396 - output13_loss: 29.3002 - output14_loss: 22.2336 - output15_loss: 32.2741 - output16_loss: 21.2846 - output17_loss: 26.1590 - output18_loss: 15.1701 - output19_loss: 13.2977 - output20_loss: 17.3054 - output21_loss: 33.1764 - output22_loss: 24.1560 - output23_loss: 16.1330 - output24_loss: 24.1175 - output25_loss: 29.3398 - output26_loss: 15.5099 - output27_loss: 31.4003 - output28_loss: 26.2357 - output29_loss: 35.3281 - output00_mean_squared_error: 13.0108 - output01_mean_squared_error: 16.9805 - output02_mean_squared_error: 25.7734 - output03_mean_squared_error: 36.3960 - output04_mean_squared_error: 32.2752 - output05_mean_squared_error: 19.5126 - output06_mean_squared_error: 26.8523 - output07_mean_squared_error: 28.0253 - output08_mean_squared_error: 16.6038 - output09_mean_squared_error: 21.4152 - output10_mean_squared_error: 20.0290 - output11_mean_squared_error: 21.7022 - output12_mean_squared_error: 19.4396 - output13_mean_squared_error: 29.3002 - output14_mean_squared_error: 22.2336 - output15_mean_squared_error: 32.2741 - output16_mean_squared_error: 21.2846 - output17_mean_squared_error: 26.1590 - output18_mean_squared_error: 15.1701 - output19_mean_squared_error: 13.2977 - output20_mean_squared_error: 17.3054 - output21_mean_squared_error: 33.1764 - output22_mean_squared_error: 24.1560 - output23_mean_squared_error: 16.1330 - output24_mean_squared_error: 24.1175 - output25_mean_squared_error: 29.3398 - output26_mean_squared_error: 15.5099 - output27_mean_squared_error: 31.4003 - output28_mean_squared_error: 26.2357 - output29_mean_squared_error: 35.3281 Epoch 613/2000 121/121 [==============================] - 0s 967us/step - loss: 710.1611 - output00_loss: 13.0078 - output01_loss: 16.9714 - output02_loss: 25.7619 - output03_loss: 36.3821 - output04_loss: 32.2626 - output05_loss: 19.5077 - output06_loss: 26.8361 - output07_loss: 28.0099 - output08_loss: 16.5954 - output09_loss: 21.4059 - output10_loss: 20.0250 - output11_loss: 21.6971 - output12_loss: 19.4297 - output13_loss: 29.2913 - output14_loss: 22.2230 - output15_loss: 32.2636 - output16_loss: 21.2819 - output17_loss: 26.1436 - output18_loss: 15.1652 - output19_loss: 13.2926 - output20_loss: 17.2915 - output21_loss: 33.1628 - output22_loss: 24.1490 - output23_loss: 16.1299 - output24_loss: 24.1085 - output25_loss: 29.3336 - output26_loss: 15.5055 - output27_loss: 31.3917 - output28_loss: 26.2238 - output29_loss: 35.3111 - output00_mean_squared_error: 13.0078 - output01_mean_squared_error: 16.9714 - output02_mean_squared_error: 25.7619 - output03_mean_squared_error: 36.3821 - output04_mean_squared_error: 32.2626 - output05_mean_squared_error: 19.5077 - output06_mean_squared_error: 26.8361 - output07_mean_squared_error: 28.0099 - output08_mean_squared_error: 16.5954 - output09_mean_squared_error: 21.4059 - output10_mean_squared_error: 20.0250 - output11_mean_squared_error: 21.6971 - output12_mean_squared_error: 19.4297 - output13_mean_squared_error: 29.2913 - output14_mean_squared_error: 22.2230 - output15_mean_squared_error: 32.2636 - output16_mean_squared_error: 21.2819 - output17_mean_squared_error: 26.1436 - output18_mean_squared_error: 15.1652 - output19_mean_squared_error: 13.2926 - output20_mean_squared_error: 17.2915 - output21_mean_squared_error: 33.1628 - output22_mean_squared_error: 24.1490 - output23_mean_squared_error: 16.1299 - output24_mean_squared_error: 24.1085 - output25_mean_squared_error: 29.3336 - output26_mean_squared_error: 15.5055 - output27_mean_squared_error: 31.3917 - output28_mean_squared_error: 26.2238 - output29_mean_squared_error: 35.3111 Epoch 614/2000 121/121 [==============================] - 0s 701us/step - loss: 709.8857 - output00_loss: 13.0047 - output01_loss: 16.9623 - output02_loss: 25.7504 - output03_loss: 36.3682 - output04_loss: 32.2500 - output05_loss: 19.5028 - output06_loss: 26.8198 - output07_loss: 27.9946 - output08_loss: 16.5871 - output09_loss: 21.3965 - output10_loss: 20.0211 - output11_loss: 21.6920 - output12_loss: 19.4198 - output13_loss: 29.2824 - output14_loss: 22.2125 - output15_loss: 32.2531 - output16_loss: 21.2792 - output17_loss: 26.1283 - output18_loss: 15.1604 - output19_loss: 13.2874 - output20_loss: 17.2777 - output21_loss: 33.1493 - output22_loss: 24.1420 - output23_loss: 16.1268 - output24_loss: 24.0996 - output25_loss: 29.3274 - output26_loss: 15.5011 - output27_loss: 31.3831 - output28_loss: 26.2118 - output29_loss: 35.2942 - output00_mean_squared_error: 13.0047 - output01_mean_squared_error: 16.9623 - output02_mean_squared_error: 25.7504 - output03_mean_squared_error: 36.3682 - output04_mean_squared_error: 32.2500 - output05_mean_squared_error: 19.5028 - output06_mean_squared_error: 26.8198 - output07_mean_squared_error: 27.9946 - output08_mean_squared_error: 16.5871 - output09_mean_squared_error: 21.3965 - output10_mean_squared_error: 20.0211 - output11_mean_squared_error: 21.6920 - output12_mean_squared_error: 19.4198 - output13_mean_squared_error: 29.2824 - output14_mean_squared_error: 22.2125 - output15_mean_squared_error: 32.2531 - output16_mean_squared_error: 21.2792 - output17_mean_squared_error: 26.1283 - output18_mean_squared_error: 15.1604 - output19_mean_squared_error: 13.2874 - output20_mean_squared_error: 17.2777 - output21_mean_squared_error: 33.1493 - output22_mean_squared_error: 24.1420 - output23_mean_squared_error: 16.1268 - output24_mean_squared_error: 24.0996 - output25_mean_squared_error: 29.3274 - output26_mean_squared_error: 15.5011 - output27_mean_squared_error: 31.3831 - output28_mean_squared_error: 26.2118 - output29_mean_squared_error: 35.2942 Epoch 615/2000 121/121 [==============================] - 0s 1ms/step - loss: 709.6112 - output00_loss: 13.0017 - output01_loss: 16.9532 - output02_loss: 25.7389 - output03_loss: 36.3544 - output04_loss: 32.2374 - output05_loss: 19.4980 - output06_loss: 26.8036 - output07_loss: 27.9794 - output08_loss: 16.5787 - output09_loss: 21.3872 - output10_loss: 20.0172 - output11_loss: 21.6869 - output12_loss: 19.4100 - output13_loss: 29.2735 - output14_loss: 22.2020 - output15_loss: 32.2426 - output16_loss: 21.2765 - output17_loss: 26.1130 - output18_loss: 15.1556 - output19_loss: 13.2823 - output20_loss: 17.2639 - output21_loss: 33.1359 - output22_loss: 24.1351 - output23_loss: 16.1237 - output24_loss: 24.0907 - output25_loss: 29.3213 - output26_loss: 15.4967 - output27_loss: 31.3745 - output28_loss: 26.1999 - output29_loss: 35.2774 - output00_mean_squared_error: 13.0017 - output01_mean_squared_error: 16.9532 - output02_mean_squared_error: 25.7389 - output03_mean_squared_error: 36.3544 - output04_mean_squared_error: 32.2374 - output05_mean_squared_error: 19.4980 - output06_mean_squared_error: 26.8036 - output07_mean_squared_error: 27.9794 - output08_mean_squared_error: 16.5787 - output09_mean_squared_error: 21.3872 - output10_mean_squared_error: 20.0172 - output11_mean_squared_error: 21.6869 - output12_mean_squared_error: 19.4100 - output13_mean_squared_error: 29.2735 - output14_mean_squared_error: 22.2020 - output15_mean_squared_error: 32.2426 - output16_mean_squared_error: 21.2765 - output17_mean_squared_error: 26.1130 - output18_mean_squared_error: 15.1556 - output19_mean_squared_error: 13.2823 - output20_mean_squared_error: 17.2639 - output21_mean_squared_error: 33.1359 - output22_mean_squared_error: 24.1351 - output23_mean_squared_error: 16.1237 - output24_mean_squared_error: 24.0907 - output25_mean_squared_error: 29.3213 - output26_mean_squared_error: 15.4967 - output27_mean_squared_error: 31.3745 - output28_mean_squared_error: 26.1999 - output29_mean_squared_error: 35.2774 Epoch 616/2000 121/121 [==============================] - 0s 1ms/step - loss: 709.3373 - output00_loss: 12.9987 - output01_loss: 16.9442 - output02_loss: 25.7275 - output03_loss: 36.3406 - output04_loss: 32.2249 - output05_loss: 19.4932 - output06_loss: 26.7875 - output07_loss: 27.9641 - output08_loss: 16.5705 - output09_loss: 21.3780 - output10_loss: 20.0132 - output11_loss: 21.6819 - output12_loss: 19.4002 - output13_loss: 29.2646 - output14_loss: 22.1915 - output15_loss: 32.2321 - output16_loss: 21.2738 - output17_loss: 26.0978 - output18_loss: 15.1508 - output19_loss: 13.2772 - output20_loss: 17.2502 - output21_loss: 33.1225 - output22_loss: 24.1281 - output23_loss: 16.1206 - output24_loss: 24.0818 - output25_loss: 29.3152 - output26_loss: 15.4923 - output27_loss: 31.3660 - output28_loss: 26.1880 - output29_loss: 35.2605 - output00_mean_squared_error: 12.9987 - output01_mean_squared_error: 16.9442 - output02_mean_squared_error: 25.7275 - output03_mean_squared_error: 36.3406 - output04_mean_squared_error: 32.2249 - output05_mean_squared_error: 19.4932 - output06_mean_squared_error: 26.7875 - output07_mean_squared_error: 27.9641 - output08_mean_squared_error: 16.5705 - output09_mean_squared_error: 21.3780 - output10_mean_squared_error: 20.0132 - output11_mean_squared_error: 21.6819 - output12_mean_squared_error: 19.4002 - output13_mean_squared_error: 29.2646 - output14_mean_squared_error: 22.1915 - output15_mean_squared_error: 32.2321 - output16_mean_squared_error: 21.2738 - output17_mean_squared_error: 26.0978 - output18_mean_squared_error: 15.1508 - output19_mean_squared_error: 13.2772 - output20_mean_squared_error: 17.2502 - output21_mean_squared_error: 33.1225 - output22_mean_squared_error: 24.1281 - output23_mean_squared_error: 16.1206 - output24_mean_squared_error: 24.0818 - output25_mean_squared_error: 29.3152 - output26_mean_squared_error: 15.4923 - output27_mean_squared_error: 31.3660 - output28_mean_squared_error: 26.1880 - output29_mean_squared_error: 35.2605 Epoch 617/2000 121/121 [==============================] - 0s 1ms/step - loss: 709.0645 - output00_loss: 12.9957 - output01_loss: 16.9352 - output02_loss: 25.7161 - output03_loss: 36.3268 - output04_loss: 32.2123 - output05_loss: 19.4884 - output06_loss: 26.7713 - output07_loss: 27.9490 - output08_loss: 16.5622 - output09_loss: 21.3687 - output10_loss: 20.0094 - output11_loss: 21.6769 - output12_loss: 19.3904 - output13_loss: 29.2558 - output14_loss: 22.1810 - output15_loss: 32.2216 - output16_loss: 21.2712 - output17_loss: 26.0826 - output18_loss: 15.1461 - output19_loss: 13.2721 - output20_loss: 17.2364 - output21_loss: 33.1091 - output22_loss: 24.1212 - output23_loss: 16.1176 - output24_loss: 24.0730 - output25_loss: 29.3091 - output26_loss: 15.4880 - output27_loss: 31.3575 - output28_loss: 26.1761 - output29_loss: 35.2437 - output00_mean_squared_error: 12.9957 - output01_mean_squared_error: 16.9352 - output02_mean_squared_error: 25.7161 - output03_mean_squared_error: 36.3268 - output04_mean_squared_error: 32.2123 - output05_mean_squared_error: 19.4884 - output06_mean_squared_error: 26.7713 - output07_mean_squared_error: 27.9490 - output08_mean_squared_error: 16.5622 - output09_mean_squared_error: 21.3687 - output10_mean_squared_error: 20.0094 - output11_mean_squared_error: 21.6769 - output12_mean_squared_error: 19.3904 - output13_mean_squared_error: 29.2558 - output14_mean_squared_error: 22.1810 - output15_mean_squared_error: 32.2216 - output16_mean_squared_error: 21.2712 - output17_mean_squared_error: 26.0826 - output18_mean_squared_error: 15.1461 - output19_mean_squared_error: 13.2721 - output20_mean_squared_error: 17.2364 - output21_mean_squared_error: 33.1091 - output22_mean_squared_error: 24.1212 - output23_mean_squared_error: 16.1176 - output24_mean_squared_error: 24.0730 - output25_mean_squared_error: 29.3091 - output26_mean_squared_error: 15.4880 - output27_mean_squared_error: 31.3575 - output28_mean_squared_error: 26.1761 - output29_mean_squared_error: 35.2437 Epoch 618/2000 121/121 [==============================] - 0s 875us/step - loss: 708.7922 - output00_loss: 12.9927 - output01_loss: 16.9262 - output02_loss: 25.7047 - output03_loss: 36.3131 - output04_loss: 32.1998 - output05_loss: 19.4836 - output06_loss: 26.7552 - output07_loss: 27.9339 - output08_loss: 16.5539 - output09_loss: 21.3596 - output10_loss: 20.0055 - output11_loss: 21.6719 - output12_loss: 19.3806 - output13_loss: 29.2469 - output14_loss: 22.1705 - output15_loss: 32.2112 - output16_loss: 21.2685 - output17_loss: 26.0675 - output18_loss: 15.1413 - output19_loss: 13.2670 - output20_loss: 17.2227 - output21_loss: 33.0959 - output22_loss: 24.1143 - output23_loss: 16.1145 - output24_loss: 24.0642 - output25_loss: 29.3030 - output26_loss: 15.4836 - output27_loss: 31.3490 - output28_loss: 26.1642 - output29_loss: 35.2269 - output00_mean_squared_error: 12.9927 - output01_mean_squared_error: 16.9262 - output02_mean_squared_error: 25.7047 - output03_mean_squared_error: 36.3131 - output04_mean_squared_error: 32.1998 - output05_mean_squared_error: 19.4836 - output06_mean_squared_error: 26.7552 - output07_mean_squared_error: 27.9339 - output08_mean_squared_error: 16.5539 - output09_mean_squared_error: 21.3596 - output10_mean_squared_error: 20.0055 - output11_mean_squared_error: 21.6719 - output12_mean_squared_error: 19.3806 - output13_mean_squared_error: 29.2469 - output14_mean_squared_error: 22.1705 - output15_mean_squared_error: 32.2112 - output16_mean_squared_error: 21.2685 - output17_mean_squared_error: 26.0675 - output18_mean_squared_error: 15.1413 - output19_mean_squared_error: 13.2670 - output20_mean_squared_error: 17.2227 - output21_mean_squared_error: 33.0959 - output22_mean_squared_error: 24.1143 - output23_mean_squared_error: 16.1145 - output24_mean_squared_error: 24.0642 - output25_mean_squared_error: 29.3030 - output26_mean_squared_error: 15.4836 - output27_mean_squared_error: 31.3490 - output28_mean_squared_error: 26.1642 - output29_mean_squared_error: 35.2269 Epoch 619/2000 121/121 [==============================] - 0s 986us/step - loss: 708.5208 - output00_loss: 12.9897 - output01_loss: 16.9172 - output02_loss: 25.6934 - output03_loss: 36.2994 - output04_loss: 32.1873 - output05_loss: 19.4789 - output06_loss: 26.7391 - output07_loss: 27.9188 - output08_loss: 16.5457 - output09_loss: 21.3504 - output10_loss: 20.0016 - output11_loss: 21.6670 - output12_loss: 19.3709 - output13_loss: 29.2381 - output14_loss: 22.1600 - output15_loss: 32.2008 - output16_loss: 21.2659 - output17_loss: 26.0525 - output18_loss: 15.1366 - output19_loss: 13.2619 - output20_loss: 17.2091 - output21_loss: 33.0826 - output22_loss: 24.1075 - output23_loss: 16.1115 - output24_loss: 24.0554 - output25_loss: 29.2970 - output26_loss: 15.4793 - output27_loss: 31.3406 - output28_loss: 26.1524 - output29_loss: 35.2101 - output00_mean_squared_error: 12.9897 - output01_mean_squared_error: 16.9172 - output02_mean_squared_error: 25.6934 - output03_mean_squared_error: 36.2994 - output04_mean_squared_error: 32.1873 - output05_mean_squared_error: 19.4789 - output06_mean_squared_error: 26.7391 - output07_mean_squared_error: 27.9188 - output08_mean_squared_error: 16.5457 - output09_mean_squared_error: 21.3504 - output10_mean_squared_error: 20.0016 - output11_mean_squared_error: 21.6670 - output12_mean_squared_error: 19.3709 - output13_mean_squared_error: 29.2381 - output14_mean_squared_error: 22.1600 - output15_mean_squared_error: 32.2008 - output16_mean_squared_error: 21.2659 - output17_mean_squared_error: 26.0525 - output18_mean_squared_error: 15.1366 - output19_mean_squared_error: 13.2619 - output20_mean_squared_error: 17.2091 - output21_mean_squared_error: 33.0826 - output22_mean_squared_error: 24.1075 - output23_mean_squared_error: 16.1115 - output24_mean_squared_error: 24.0554 - output25_mean_squared_error: 29.2970 - output26_mean_squared_error: 15.4793 - output27_mean_squared_error: 31.3406 - output28_mean_squared_error: 26.1524 - output29_mean_squared_error: 35.2101 Epoch 620/2000 121/121 [==============================] - 0s 908us/step - loss: 708.2502 - output00_loss: 12.9868 - output01_loss: 16.9083 - output02_loss: 25.6821 - output03_loss: 36.2858 - output04_loss: 32.1748 - output05_loss: 19.4742 - output06_loss: 26.7231 - output07_loss: 27.9037 - output08_loss: 16.5376 - output09_loss: 21.3414 - output10_loss: 19.9978 - output11_loss: 21.6620 - output12_loss: 19.3612 - output13_loss: 29.2293 - output14_loss: 22.1496 - output15_loss: 32.1904 - output16_loss: 21.2632 - output17_loss: 26.0375 - output18_loss: 15.1319 - output19_loss: 13.2568 - output20_loss: 17.1954 - output21_loss: 33.0694 - output22_loss: 24.1006 - output23_loss: 16.1085 - output24_loss: 24.0466 - output25_loss: 29.2910 - output26_loss: 15.4750 - output27_loss: 31.3322 - output28_loss: 26.1406 - output29_loss: 35.1934 - output00_mean_squared_error: 12.9868 - output01_mean_squared_error: 16.9083 - output02_mean_squared_error: 25.6821 - output03_mean_squared_error: 36.2858 - output04_mean_squared_error: 32.1748 - output05_mean_squared_error: 19.4742 - output06_mean_squared_error: 26.7231 - output07_mean_squared_error: 27.9037 - output08_mean_squared_error: 16.5376 - output09_mean_squared_error: 21.3414 - output10_mean_squared_error: 19.9978 - output11_mean_squared_error: 21.6620 - output12_mean_squared_error: 19.3612 - output13_mean_squared_error: 29.2293 - output14_mean_squared_error: 22.1496 - output15_mean_squared_error: 32.1904 - output16_mean_squared_error: 21.2632 - output17_mean_squared_error: 26.0375 - output18_mean_squared_error: 15.1319 - output19_mean_squared_error: 13.2568 - output20_mean_squared_error: 17.1954 - output21_mean_squared_error: 33.0694 - output22_mean_squared_error: 24.1006 - output23_mean_squared_error: 16.1085 - output24_mean_squared_error: 24.0466 - output25_mean_squared_error: 29.2910 - output26_mean_squared_error: 15.4750 - output27_mean_squared_error: 31.3322 - output28_mean_squared_error: 26.1406 - output29_mean_squared_error: 35.1934 Epoch 621/2000 121/121 [==============================] - 0s 949us/step - loss: 707.9803 - output00_loss: 12.9838 - output01_loss: 16.8994 - output02_loss: 25.6708 - output03_loss: 36.2722 - output04_loss: 32.1623 - output05_loss: 19.4695 - output06_loss: 26.7070 - output07_loss: 27.8887 - output08_loss: 16.5294 - output09_loss: 21.3323 - output10_loss: 19.9940 - output11_loss: 21.6571 - output12_loss: 19.3516 - output13_loss: 29.2205 - output14_loss: 22.1392 - output15_loss: 32.1801 - output16_loss: 21.2606 - output17_loss: 26.0226 - output18_loss: 15.1272 - output19_loss: 13.2517 - output20_loss: 17.1818 - output21_loss: 33.0563 - output22_loss: 24.0938 - output23_loss: 16.1055 - output24_loss: 24.0379 - output25_loss: 29.2850 - output26_loss: 15.4707 - output27_loss: 31.3238 - output28_loss: 26.1287 - output29_loss: 35.1766 - output00_mean_squared_error: 12.9838 - output01_mean_squared_error: 16.8994 - output02_mean_squared_error: 25.6708 - output03_mean_squared_error: 36.2722 - output04_mean_squared_error: 32.1623 - output05_mean_squared_error: 19.4695 - output06_mean_squared_error: 26.7070 - output07_mean_squared_error: 27.8887 - output08_mean_squared_error: 16.5294 - output09_mean_squared_error: 21.3323 - output10_mean_squared_error: 19.9940 - output11_mean_squared_error: 21.6571 - output12_mean_squared_error: 19.3516 - output13_mean_squared_error: 29.2205 - output14_mean_squared_error: 22.1392 - output15_mean_squared_error: 32.1801 - output16_mean_squared_error: 21.2606 - output17_mean_squared_error: 26.0226 - output18_mean_squared_error: 15.1272 - output19_mean_squared_error: 13.2517 - output20_mean_squared_error: 17.1818 - output21_mean_squared_error: 33.0563 - output22_mean_squared_error: 24.0938 - output23_mean_squared_error: 16.1055 - output24_mean_squared_error: 24.0379 - output25_mean_squared_error: 29.2850 - output26_mean_squared_error: 15.4707 - output27_mean_squared_error: 31.3238 - output28_mean_squared_error: 26.1287 - output29_mean_squared_error: 35.1766 Epoch 622/2000 121/121 [==============================] - 0s 659us/step - loss: 707.7114 - output00_loss: 12.9809 - output01_loss: 16.8905 - output02_loss: 25.6596 - output03_loss: 36.2587 - output04_loss: 32.1499 - output05_loss: 19.4649 - output06_loss: 26.6910 - output07_loss: 27.8738 - output08_loss: 16.5213 - output09_loss: 21.3233 - output10_loss: 19.9901 - output11_loss: 21.6523 - output12_loss: 19.3420 - output13_loss: 29.2117 - output14_loss: 22.1288 - output15_loss: 32.1698 - output16_loss: 21.2580 - output17_loss: 26.0077 - output18_loss: 15.1226 - output19_loss: 13.2467 - output20_loss: 17.1682 - output21_loss: 33.0432 - output22_loss: 24.0870 - output23_loss: 16.1025 - output24_loss: 24.0292 - output25_loss: 29.2791 - output26_loss: 15.4665 - output27_loss: 31.3154 - output28_loss: 26.1170 - output29_loss: 35.1599 - output00_mean_squared_error: 12.9809 - output01_mean_squared_error: 16.8905 - output02_mean_squared_error: 25.6596 - output03_mean_squared_error: 36.2587 - output04_mean_squared_error: 32.1499 - output05_mean_squared_error: 19.4649 - output06_mean_squared_error: 26.6910 - output07_mean_squared_error: 27.8738 - output08_mean_squared_error: 16.5213 - output09_mean_squared_error: 21.3233 - output10_mean_squared_error: 19.9901 - output11_mean_squared_error: 21.6523 - output12_mean_squared_error: 19.3420 - output13_mean_squared_error: 29.2117 - output14_mean_squared_error: 22.1288 - output15_mean_squared_error: 32.1698 - output16_mean_squared_error: 21.2580 - output17_mean_squared_error: 26.0077 - output18_mean_squared_error: 15.1226 - output19_mean_squared_error: 13.2467 - output20_mean_squared_error: 17.1682 - output21_mean_squared_error: 33.0432 - output22_mean_squared_error: 24.0870 - output23_mean_squared_error: 16.1025 - output24_mean_squared_error: 24.0292 - output25_mean_squared_error: 29.2791 - output26_mean_squared_error: 15.4665 - output27_mean_squared_error: 31.3154 - output28_mean_squared_error: 26.1170 - output29_mean_squared_error: 35.1599 Epoch 623/2000 121/121 [==============================] - 0s 489us/step - loss: 707.4431 - output00_loss: 12.9780 - output01_loss: 16.8816 - output02_loss: 25.6484 - output03_loss: 36.2451 - output04_loss: 32.1374 - output05_loss: 19.4602 - output06_loss: 26.6751 - output07_loss: 27.8589 - output08_loss: 16.5132 - output09_loss: 21.3143 - output10_loss: 19.9863 - output11_loss: 21.6474 - output12_loss: 19.3324 - output13_loss: 29.2029 - output14_loss: 22.1185 - output15_loss: 32.1594 - output16_loss: 21.2554 - output17_loss: 25.9930 - output18_loss: 15.1180 - output19_loss: 13.2416 - output20_loss: 17.1547 - output21_loss: 33.0302 - output22_loss: 24.0803 - output23_loss: 16.0995 - output24_loss: 24.0205 - output25_loss: 29.2731 - output26_loss: 15.4622 - output27_loss: 31.3071 - output28_loss: 26.1052 - output29_loss: 35.1432 - output00_mean_squared_error: 12.9780 - output01_mean_squared_error: 16.8816 - output02_mean_squared_error: 25.6484 - output03_mean_squared_error: 36.2451 - output04_mean_squared_error: 32.1374 - output05_mean_squared_error: 19.4602 - output06_mean_squared_error: 26.6751 - output07_mean_squared_error: 27.8589 - output08_mean_squared_error: 16.5132 - output09_mean_squared_error: 21.3143 - output10_mean_squared_error: 19.9863 - output11_mean_squared_error: 21.6474 - output12_mean_squared_error: 19.3324 - output13_mean_squared_error: 29.2029 - output14_mean_squared_error: 22.1185 - output15_mean_squared_error: 32.1594 - output16_mean_squared_error: 21.2554 - output17_mean_squared_error: 25.9930 - output18_mean_squared_error: 15.1180 - output19_mean_squared_error: 13.2416 - output20_mean_squared_error: 17.1547 - output21_mean_squared_error: 33.0302 - output22_mean_squared_error: 24.0803 - output23_mean_squared_error: 16.0995 - output24_mean_squared_error: 24.0205 - output25_mean_squared_error: 29.2731 - output26_mean_squared_error: 15.4622 - output27_mean_squared_error: 31.3071 - output28_mean_squared_error: 26.1052 - output29_mean_squared_error: 35.1432 Epoch 624/2000 121/121 [==============================] - 0s 807us/step - loss: 707.1758 - output00_loss: 12.9751 - output01_loss: 16.8728 - output02_loss: 25.6373 - output03_loss: 36.2317 - output04_loss: 32.1250 - output05_loss: 19.4556 - output06_loss: 26.6591 - output07_loss: 27.8440 - output08_loss: 16.5051 - output09_loss: 21.3054 - output10_loss: 19.9826 - output11_loss: 21.6426 - output12_loss: 19.3228 - output13_loss: 29.1942 - output14_loss: 22.1081 - output15_loss: 32.1492 - output16_loss: 21.2529 - output17_loss: 25.9782 - output18_loss: 15.1134 - output19_loss: 13.2365 - output20_loss: 17.1412 - output21_loss: 33.0172 - output22_loss: 24.0736 - output23_loss: 16.0965 - output24_loss: 24.0119 - output25_loss: 29.2672 - output26_loss: 15.4580 - output27_loss: 31.2988 - output28_loss: 26.0934 - output29_loss: 35.1265 - output00_mean_squared_error: 12.9751 - output01_mean_squared_error: 16.8728 - output02_mean_squared_error: 25.6373 - output03_mean_squared_error: 36.2317 - output04_mean_squared_error: 32.1250 - output05_mean_squared_error: 19.4556 - output06_mean_squared_error: 26.6591 - output07_mean_squared_error: 27.8440 - output08_mean_squared_error: 16.5051 - output09_mean_squared_error: 21.3054 - output10_mean_squared_error: 19.9826 - output11_mean_squared_error: 21.6426 - output12_mean_squared_error: 19.3228 - output13_mean_squared_error: 29.1942 - output14_mean_squared_error: 22.1081 - output15_mean_squared_error: 32.1492 - output16_mean_squared_error: 21.2529 - output17_mean_squared_error: 25.9782 - output18_mean_squared_error: 15.1134 - output19_mean_squared_error: 13.2365 - output20_mean_squared_error: 17.1412 - output21_mean_squared_error: 33.0172 - output22_mean_squared_error: 24.0736 - output23_mean_squared_error: 16.0965 - output24_mean_squared_error: 24.0119 - output25_mean_squared_error: 29.2672 - output26_mean_squared_error: 15.4580 - output27_mean_squared_error: 31.2988 - output28_mean_squared_error: 26.0934 - output29_mean_squared_error: 35.1265 Epoch 625/2000 121/121 [==============================] - 0s 1ms/step - loss: 706.9091 - output00_loss: 12.9722 - output01_loss: 16.8640 - output02_loss: 25.6261 - output03_loss: 36.2183 - output04_loss: 32.1126 - output05_loss: 19.4510 - output06_loss: 26.6432 - output07_loss: 27.8292 - output08_loss: 16.4970 - output09_loss: 21.2965 - output10_loss: 19.9788 - output11_loss: 21.6378 - output12_loss: 19.3133 - output13_loss: 29.1854 - output14_loss: 22.0978 - output15_loss: 32.1389 - output16_loss: 21.2503 - output17_loss: 25.9636 - output18_loss: 15.1088 - output19_loss: 13.2315 - output20_loss: 17.1277 - output21_loss: 33.0042 - output22_loss: 24.0668 - output23_loss: 16.0936 - output24_loss: 24.0033 - output25_loss: 29.2614 - output26_loss: 15.4538 - output27_loss: 31.2905 - output28_loss: 26.0817 - output29_loss: 35.1099 - output00_mean_squared_error: 12.9722 - output01_mean_squared_error: 16.8640 - output02_mean_squared_error: 25.6261 - output03_mean_squared_error: 36.2183 - output04_mean_squared_error: 32.1126 - output05_mean_squared_error: 19.4510 - output06_mean_squared_error: 26.6432 - output07_mean_squared_error: 27.8292 - output08_mean_squared_error: 16.4970 - output09_mean_squared_error: 21.2965 - output10_mean_squared_error: 19.9788 - output11_mean_squared_error: 21.6378 - output12_mean_squared_error: 19.3133 - output13_mean_squared_error: 29.1854 - output14_mean_squared_error: 22.0978 - output15_mean_squared_error: 32.1389 - output16_mean_squared_error: 21.2503 - output17_mean_squared_error: 25.9636 - output18_mean_squared_error: 15.1088 - output19_mean_squared_error: 13.2315 - output20_mean_squared_error: 17.1277 - output21_mean_squared_error: 33.0042 - output22_mean_squared_error: 24.0668 - output23_mean_squared_error: 16.0936 - output24_mean_squared_error: 24.0033 - output25_mean_squared_error: 29.2614 - output26_mean_squared_error: 15.4538 - output27_mean_squared_error: 31.2905 - output28_mean_squared_error: 26.0817 - output29_mean_squared_error: 35.1099 Epoch 626/2000 121/121 [==============================] - 0s 949us/step - loss: 706.6432 - output00_loss: 12.9693 - output01_loss: 16.8552 - output02_loss: 25.6150 - output03_loss: 36.2049 - output04_loss: 32.1002 - output05_loss: 19.4464 - output06_loss: 26.6273 - output07_loss: 27.8144 - output08_loss: 16.4890 - output09_loss: 21.2877 - output10_loss: 19.9751 - output11_loss: 21.6330 - output12_loss: 19.3038 - output13_loss: 29.1767 - output14_loss: 22.0875 - output15_loss: 32.1286 - output16_loss: 21.2478 - output17_loss: 25.9490 - output18_loss: 15.1042 - output19_loss: 13.2265 - output20_loss: 17.1142 - output21_loss: 32.9913 - output22_loss: 24.0602 - output23_loss: 16.0906 - output24_loss: 23.9947 - output25_loss: 29.2555 - output26_loss: 15.4496 - output27_loss: 31.2823 - output28_loss: 26.0700 - output29_loss: 35.0933 - output00_mean_squared_error: 12.9693 - output01_mean_squared_error: 16.8552 - output02_mean_squared_error: 25.6150 - output03_mean_squared_error: 36.2049 - output04_mean_squared_error: 32.1002 - output05_mean_squared_error: 19.4464 - output06_mean_squared_error: 26.6273 - output07_mean_squared_error: 27.8144 - output08_mean_squared_error: 16.4890 - output09_mean_squared_error: 21.2877 - output10_mean_squared_error: 19.9751 - output11_mean_squared_error: 21.6330 - output12_mean_squared_error: 19.3038 - output13_mean_squared_error: 29.1767 - output14_mean_squared_error: 22.0875 - output15_mean_squared_error: 32.1286 - output16_mean_squared_error: 21.2478 - output17_mean_squared_error: 25.9490 - output18_mean_squared_error: 15.1042 - output19_mean_squared_error: 13.2265 - output20_mean_squared_error: 17.1142 - output21_mean_squared_error: 32.9913 - output22_mean_squared_error: 24.0602 - output23_mean_squared_error: 16.0906 - output24_mean_squared_error: 23.9947 - output25_mean_squared_error: 29.2555 - output26_mean_squared_error: 15.4496 - output27_mean_squared_error: 31.2823 - output28_mean_squared_error: 26.0700 - output29_mean_squared_error: 35.0933 Epoch 627/2000 121/121 [==============================] - 0s 841us/step - loss: 706.3782 - output00_loss: 12.9664 - output01_loss: 16.8464 - output02_loss: 25.6040 - output03_loss: 36.1915 - output04_loss: 32.0878 - output05_loss: 19.4419 - output06_loss: 26.6115 - output07_loss: 27.7997 - output08_loss: 16.4810 - output09_loss: 21.2789 - output10_loss: 19.9713 - output11_loss: 21.6282 - output12_loss: 19.2944 - output13_loss: 29.1680 - output14_loss: 22.0772 - output15_loss: 32.1184 - output16_loss: 21.2452 - output17_loss: 25.9344 - output18_loss: 15.0997 - output19_loss: 13.2214 - output20_loss: 17.1008 - output21_loss: 32.9785 - output22_loss: 24.0535 - output23_loss: 16.0877 - output24_loss: 23.9862 - output25_loss: 29.2497 - output26_loss: 15.4454 - output27_loss: 31.2741 - output28_loss: 26.0583 - output29_loss: 35.0767 - output00_mean_squared_error: 12.9664 - output01_mean_squared_error: 16.8464 - output02_mean_squared_error: 25.6040 - output03_mean_squared_error: 36.1915 - output04_mean_squared_error: 32.0878 - output05_mean_squared_error: 19.4419 - output06_mean_squared_error: 26.6115 - output07_mean_squared_error: 27.7997 - output08_mean_squared_error: 16.4810 - output09_mean_squared_error: 21.2789 - output10_mean_squared_error: 19.9713 - output11_mean_squared_error: 21.6282 - output12_mean_squared_error: 19.2944 - output13_mean_squared_error: 29.1680 - output14_mean_squared_error: 22.0772 - output15_mean_squared_error: 32.1184 - output16_mean_squared_error: 21.2452 - output17_mean_squared_error: 25.9344 - output18_mean_squared_error: 15.0997 - output19_mean_squared_error: 13.2214 - output20_mean_squared_error: 17.1008 - output21_mean_squared_error: 32.9785 - output22_mean_squared_error: 24.0535 - output23_mean_squared_error: 16.0877 - output24_mean_squared_error: 23.9862 - output25_mean_squared_error: 29.2497 - output26_mean_squared_error: 15.4454 - output27_mean_squared_error: 31.2741 - output28_mean_squared_error: 26.0583 - output29_mean_squared_error: 35.0767 Epoch 628/2000 121/121 [==============================] - 0s 459us/step - loss: 706.1139 - output00_loss: 12.9636 - output01_loss: 16.8376 - output02_loss: 25.5929 - output03_loss: 36.1782 - output04_loss: 32.0754 - output05_loss: 19.4374 - output06_loss: 26.5956 - output07_loss: 27.7850 - output08_loss: 16.4730 - output09_loss: 21.2701 - output10_loss: 19.9676 - output11_loss: 21.6235 - output12_loss: 19.2850 - output13_loss: 29.1593 - output14_loss: 22.0670 - output15_loss: 32.1082 - output16_loss: 21.2427 - output17_loss: 25.9199 - output18_loss: 15.0952 - output19_loss: 13.2164 - output20_loss: 17.0874 - output21_loss: 32.9657 - output22_loss: 24.0469 - output23_loss: 16.0848 - output24_loss: 23.9777 - output25_loss: 29.2439 - output26_loss: 15.4413 - output27_loss: 31.2659 - output28_loss: 26.0466 - output29_loss: 35.0601 - output00_mean_squared_error: 12.9636 - output01_mean_squared_error: 16.8376 - output02_mean_squared_error: 25.5929 - output03_mean_squared_error: 36.1782 - output04_mean_squared_error: 32.0754 - output05_mean_squared_error: 19.4374 - output06_mean_squared_error: 26.5956 - output07_mean_squared_error: 27.7850 - output08_mean_squared_error: 16.4730 - output09_mean_squared_error: 21.2701 - output10_mean_squared_error: 19.9676 - output11_mean_squared_error: 21.6235 - output12_mean_squared_error: 19.2850 - output13_mean_squared_error: 29.1593 - output14_mean_squared_error: 22.0670 - output15_mean_squared_error: 32.1082 - output16_mean_squared_error: 21.2427 - output17_mean_squared_error: 25.9199 - output18_mean_squared_error: 15.0952 - output19_mean_squared_error: 13.2164 - output20_mean_squared_error: 17.0874 - output21_mean_squared_error: 32.9657 - output22_mean_squared_error: 24.0469 - output23_mean_squared_error: 16.0848 - output24_mean_squared_error: 23.9777 - output25_mean_squared_error: 29.2439 - output26_mean_squared_error: 15.4413 - output27_mean_squared_error: 31.2659 - output28_mean_squared_error: 26.0466 - output29_mean_squared_error: 35.0601 Epoch 629/2000 121/121 [==============================] - 0s 600us/step - loss: 705.8503 - output00_loss: 12.9607 - output01_loss: 16.8289 - output02_loss: 25.5819 - output03_loss: 36.1650 - output04_loss: 32.0631 - output05_loss: 19.4329 - output06_loss: 26.5798 - output07_loss: 27.7703 - output08_loss: 16.4651 - output09_loss: 21.2614 - output10_loss: 19.9639 - output11_loss: 21.6188 - output12_loss: 19.2756 - output13_loss: 29.1507 - output14_loss: 22.0567 - output15_loss: 32.0980 - output16_loss: 21.2402 - output17_loss: 25.9055 - output18_loss: 15.0907 - output19_loss: 13.2114 - output20_loss: 17.0741 - output21_loss: 32.9530 - output22_loss: 24.0402 - output23_loss: 16.0819 - output24_loss: 23.9692 - output25_loss: 29.2381 - output26_loss: 15.4371 - output27_loss: 31.2577 - output28_loss: 26.0349 - output29_loss: 35.0435 - output00_mean_squared_error: 12.9607 - output01_mean_squared_error: 16.8289 - output02_mean_squared_error: 25.5819 - output03_mean_squared_error: 36.1650 - output04_mean_squared_error: 32.0631 - output05_mean_squared_error: 19.4329 - output06_mean_squared_error: 26.5798 - output07_mean_squared_error: 27.7703 - output08_mean_squared_error: 16.4651 - output09_mean_squared_error: 21.2614 - output10_mean_squared_error: 19.9639 - output11_mean_squared_error: 21.6188 - output12_mean_squared_error: 19.2756 - output13_mean_squared_error: 29.1507 - output14_mean_squared_error: 22.0567 - output15_mean_squared_error: 32.0980 - output16_mean_squared_error: 21.2402 - output17_mean_squared_error: 25.9055 - output18_mean_squared_error: 15.0907 - output19_mean_squared_error: 13.2114 - output20_mean_squared_error: 17.0741 - output21_mean_squared_error: 32.9530 - output22_mean_squared_error: 24.0402 - output23_mean_squared_error: 16.0819 - output24_mean_squared_error: 23.9692 - output25_mean_squared_error: 29.2381 - output26_mean_squared_error: 15.4371 - output27_mean_squared_error: 31.2577 - output28_mean_squared_error: 26.0349 - output29_mean_squared_error: 35.0435 Epoch 630/2000 121/121 [==============================] - 0s 761us/step - loss: 705.5875 - output00_loss: 12.9579 - output01_loss: 16.8202 - output02_loss: 25.5710 - output03_loss: 36.1517 - output04_loss: 32.0507 - output05_loss: 19.4284 - output06_loss: 26.5641 - output07_loss: 27.7557 - output08_loss: 16.4572 - output09_loss: 21.2527 - output10_loss: 19.9602 - output11_loss: 21.6141 - output12_loss: 19.2662 - output13_loss: 29.1420 - output14_loss: 22.0465 - output15_loss: 32.0879 - output16_loss: 21.2377 - output17_loss: 25.8911 - output18_loss: 15.0862 - output19_loss: 13.2064 - output20_loss: 17.0608 - output21_loss: 32.9403 - output22_loss: 24.0336 - output23_loss: 16.0790 - output24_loss: 23.9607 - output25_loss: 29.2323 - output26_loss: 15.4330 - output27_loss: 31.2496 - output28_loss: 26.0233 - output29_loss: 35.0270 - output00_mean_squared_error: 12.9579 - output01_mean_squared_error: 16.8202 - output02_mean_squared_error: 25.5710 - output03_mean_squared_error: 36.1517 - output04_mean_squared_error: 32.0507 - output05_mean_squared_error: 19.4284 - output06_mean_squared_error: 26.5641 - output07_mean_squared_error: 27.7557 - output08_mean_squared_error: 16.4572 - output09_mean_squared_error: 21.2527 - output10_mean_squared_error: 19.9602 - output11_mean_squared_error: 21.6141 - output12_mean_squared_error: 19.2662 - output13_mean_squared_error: 29.1420 - output14_mean_squared_error: 22.0465 - output15_mean_squared_error: 32.0879 - output16_mean_squared_error: 21.2377 - output17_mean_squared_error: 25.8911 - output18_mean_squared_error: 15.0862 - output19_mean_squared_error: 13.2064 - output20_mean_squared_error: 17.0608 - output21_mean_squared_error: 32.9403 - output22_mean_squared_error: 24.0336 - output23_mean_squared_error: 16.0790 - output24_mean_squared_error: 23.9607 - output25_mean_squared_error: 29.2323 - output26_mean_squared_error: 15.4330 - output27_mean_squared_error: 31.2496 - output28_mean_squared_error: 26.0233 - output29_mean_squared_error: 35.0270 Epoch 631/2000 121/121 [==============================] - 0s 501us/step - loss: 705.3256 - output00_loss: 12.9551 - output01_loss: 16.8115 - output02_loss: 25.5600 - output03_loss: 36.1386 - output04_loss: 32.0384 - output05_loss: 19.4239 - output06_loss: 26.5483 - output07_loss: 27.7411 - output08_loss: 16.4493 - output09_loss: 21.2440 - output10_loss: 19.9565 - output11_loss: 21.6095 - output12_loss: 19.2569 - output13_loss: 29.1334 - output14_loss: 22.0363 - output15_loss: 32.0777 - output16_loss: 21.2352 - output17_loss: 25.8768 - output18_loss: 15.0817 - output19_loss: 13.2014 - output20_loss: 17.0475 - output21_loss: 32.9276 - output22_loss: 24.0271 - output23_loss: 16.0761 - output24_loss: 23.9523 - output25_loss: 29.2266 - output26_loss: 15.4289 - output27_loss: 31.2415 - output28_loss: 26.0116 - output29_loss: 35.0105 - output00_mean_squared_error: 12.9551 - output01_mean_squared_error: 16.8115 - output02_mean_squared_error: 25.5600 - output03_mean_squared_error: 36.1386 - output04_mean_squared_error: 32.0384 - output05_mean_squared_error: 19.4239 - output06_mean_squared_error: 26.5483 - output07_mean_squared_error: 27.7411 - output08_mean_squared_error: 16.4493 - output09_mean_squared_error: 21.2440 - output10_mean_squared_error: 19.9565 - output11_mean_squared_error: 21.6095 - output12_mean_squared_error: 19.2569 - output13_mean_squared_error: 29.1334 - output14_mean_squared_error: 22.0363 - output15_mean_squared_error: 32.0777 - output16_mean_squared_error: 21.2352 - output17_mean_squared_error: 25.8768 - output18_mean_squared_error: 15.0817 - output19_mean_squared_error: 13.2014 - output20_mean_squared_error: 17.0475 - output21_mean_squared_error: 32.9276 - output22_mean_squared_error: 24.0271 - output23_mean_squared_error: 16.0761 - output24_mean_squared_error: 23.9523 - output25_mean_squared_error: 29.2266 - output26_mean_squared_error: 15.4289 - output27_mean_squared_error: 31.2415 - output28_mean_squared_error: 26.0116 - output29_mean_squared_error: 35.0105 Epoch 632/2000 121/121 [==============================] - 0s 1ms/step - loss: 705.0643 - output00_loss: 12.9523 - output01_loss: 16.8029 - output02_loss: 25.5491 - output03_loss: 36.1254 - output04_loss: 32.0261 - output05_loss: 19.4195 - output06_loss: 26.5326 - output07_loss: 27.7266 - output08_loss: 16.4414 - output09_loss: 21.2354 - output10_loss: 19.9529 - output11_loss: 21.6048 - output12_loss: 19.2476 - output13_loss: 29.1247 - output14_loss: 22.0262 - output15_loss: 32.0676 - output16_loss: 21.2328 - output17_loss: 25.8626 - output18_loss: 15.0773 - output19_loss: 13.1964 - output20_loss: 17.0342 - output21_loss: 32.9151 - output22_loss: 24.0205 - output23_loss: 16.0733 - output24_loss: 23.9439 - output25_loss: 29.2209 - output26_loss: 15.4248 - output27_loss: 31.2334 - output28_loss: 26.0000 - output29_loss: 34.9940 - output00_mean_squared_error: 12.9523 - output01_mean_squared_error: 16.8029 - output02_mean_squared_error: 25.5491 - output03_mean_squared_error: 36.1254 - output04_mean_squared_error: 32.0261 - output05_mean_squared_error: 19.4195 - output06_mean_squared_error: 26.5326 - output07_mean_squared_error: 27.7266 - output08_mean_squared_error: 16.4414 - output09_mean_squared_error: 21.2354 - output10_mean_squared_error: 19.9529 - output11_mean_squared_error: 21.6048 - output12_mean_squared_error: 19.2476 - output13_mean_squared_error: 29.1247 - output14_mean_squared_error: 22.0262 - output15_mean_squared_error: 32.0676 - output16_mean_squared_error: 21.2328 - output17_mean_squared_error: 25.8626 - output18_mean_squared_error: 15.0773 - output19_mean_squared_error: 13.1964 - output20_mean_squared_error: 17.0342 - output21_mean_squared_error: 32.9151 - output22_mean_squared_error: 24.0205 - output23_mean_squared_error: 16.0733 - output24_mean_squared_error: 23.9439 - output25_mean_squared_error: 29.2209 - output26_mean_squared_error: 15.4248 - output27_mean_squared_error: 31.2334 - output28_mean_squared_error: 26.0000 - output29_mean_squared_error: 34.9940 Epoch 633/2000 121/121 [==============================] - 0s 649us/step - loss: 704.8038 - output00_loss: 12.9495 - output01_loss: 16.7942 - output02_loss: 25.5383 - output03_loss: 36.1123 - output04_loss: 32.0138 - output05_loss: 19.4151 - output06_loss: 26.5169 - output07_loss: 27.7121 - output08_loss: 16.4336 - output09_loss: 21.2268 - output10_loss: 19.9492 - output11_loss: 21.6002 - output12_loss: 19.2383 - output13_loss: 29.1161 - output14_loss: 22.0160 - output15_loss: 32.0575 - output16_loss: 21.2303 - output17_loss: 25.8484 - output18_loss: 15.0729 - output19_loss: 13.1914 - output20_loss: 17.0210 - output21_loss: 32.9025 - output22_loss: 24.0140 - output23_loss: 16.0704 - output24_loss: 23.9355 - output25_loss: 29.2152 - output26_loss: 15.4208 - output27_loss: 31.2254 - output28_loss: 25.9884 - output29_loss: 34.9775 - output00_mean_squared_error: 12.9495 - output01_mean_squared_error: 16.7942 - output02_mean_squared_error: 25.5383 - output03_mean_squared_error: 36.1123 - output04_mean_squared_error: 32.0138 - output05_mean_squared_error: 19.4151 - output06_mean_squared_error: 26.5169 - output07_mean_squared_error: 27.7121 - output08_mean_squared_error: 16.4336 - output09_mean_squared_error: 21.2268 - output10_mean_squared_error: 19.9492 - output11_mean_squared_error: 21.6002 - output12_mean_squared_error: 19.2383 - output13_mean_squared_error: 29.1161 - output14_mean_squared_error: 22.0160 - output15_mean_squared_error: 32.0575 - output16_mean_squared_error: 21.2303 - output17_mean_squared_error: 25.8484 - output18_mean_squared_error: 15.0729 - output19_mean_squared_error: 13.1914 - output20_mean_squared_error: 17.0210 - output21_mean_squared_error: 32.9025 - output22_mean_squared_error: 24.0140 - output23_mean_squared_error: 16.0704 - output24_mean_squared_error: 23.9355 - output25_mean_squared_error: 29.2152 - output26_mean_squared_error: 15.4208 - output27_mean_squared_error: 31.2254 - output28_mean_squared_error: 25.9884 - output29_mean_squared_error: 34.9775 Epoch 634/2000 121/121 [==============================] - 0s 913us/step - loss: 704.5440 - output00_loss: 12.9467 - output01_loss: 16.7856 - output02_loss: 25.5274 - output03_loss: 36.0992 - output04_loss: 32.0015 - output05_loss: 19.4107 - output06_loss: 26.5013 - output07_loss: 27.6976 - output08_loss: 16.4258 - output09_loss: 21.2183 - output10_loss: 19.9456 - output11_loss: 21.5956 - output12_loss: 19.2291 - output13_loss: 29.1075 - output14_loss: 22.0059 - output15_loss: 32.0475 - output16_loss: 21.2279 - output17_loss: 25.8342 - output18_loss: 15.0685 - output19_loss: 13.1864 - output20_loss: 17.0078 - output21_loss: 32.8900 - output22_loss: 24.0075 - output23_loss: 16.0676 - output24_loss: 23.9272 - output25_loss: 29.2096 - output26_loss: 15.4167 - output27_loss: 31.2173 - output28_loss: 25.9769 - output29_loss: 34.9611 - output00_mean_squared_error: 12.9467 - output01_mean_squared_error: 16.7856 - output02_mean_squared_error: 25.5274 - output03_mean_squared_error: 36.0992 - output04_mean_squared_error: 32.0015 - output05_mean_squared_error: 19.4107 - output06_mean_squared_error: 26.5013 - output07_mean_squared_error: 27.6976 - output08_mean_squared_error: 16.4258 - output09_mean_squared_error: 21.2183 - output10_mean_squared_error: 19.9456 - output11_mean_squared_error: 21.5956 - output12_mean_squared_error: 19.2291 - output13_mean_squared_error: 29.1075 - output14_mean_squared_error: 22.0059 - output15_mean_squared_error: 32.0475 - output16_mean_squared_error: 21.2279 - output17_mean_squared_error: 25.8342 - output18_mean_squared_error: 15.0685 - output19_mean_squared_error: 13.1864 - output20_mean_squared_error: 17.0078 - output21_mean_squared_error: 32.8900 - output22_mean_squared_error: 24.0075 - output23_mean_squared_error: 16.0676 - output24_mean_squared_error: 23.9272 - output25_mean_squared_error: 29.2096 - output26_mean_squared_error: 15.4167 - output27_mean_squared_error: 31.2173 - output28_mean_squared_error: 25.9769 - output29_mean_squared_error: 34.9611 Epoch 635/2000 121/121 [==============================] - 0s 1ms/step - loss: 704.2852 - output00_loss: 12.9440 - output01_loss: 16.7770 - output02_loss: 25.5166 - output03_loss: 36.0862 - output04_loss: 31.9893 - output05_loss: 19.4063 - output06_loss: 26.4856 - output07_loss: 27.6832 - output08_loss: 16.4180 - output09_loss: 21.2098 - output10_loss: 19.9420 - output11_loss: 21.5911 - output12_loss: 19.2199 - output13_loss: 29.0990 - output14_loss: 21.9958 - output15_loss: 32.0374 - output16_loss: 21.2254 - output17_loss: 25.8202 - output18_loss: 15.0641 - output19_loss: 13.1814 - output20_loss: 16.9946 - output21_loss: 32.8776 - output22_loss: 24.0011 - output23_loss: 16.0647 - output24_loss: 23.9189 - output25_loss: 29.2039 - output26_loss: 15.4127 - output27_loss: 31.2093 - output28_loss: 25.9653 - output29_loss: 34.9447 - output00_mean_squared_error: 12.9440 - output01_mean_squared_error: 16.7770 - output02_mean_squared_error: 25.5166 - output03_mean_squared_error: 36.0862 - output04_mean_squared_error: 31.9893 - output05_mean_squared_error: 19.4063 - output06_mean_squared_error: 26.4856 - output07_mean_squared_error: 27.6832 - output08_mean_squared_error: 16.4180 - output09_mean_squared_error: 21.2098 - output10_mean_squared_error: 19.9420 - output11_mean_squared_error: 21.5911 - output12_mean_squared_error: 19.2199 - output13_mean_squared_error: 29.0990 - output14_mean_squared_error: 21.9958 - output15_mean_squared_error: 32.0374 - output16_mean_squared_error: 21.2254 - output17_mean_squared_error: 25.8202 - output18_mean_squared_error: 15.0641 - output19_mean_squared_error: 13.1814 - output20_mean_squared_error: 16.9946 - output21_mean_squared_error: 32.8776 - output22_mean_squared_error: 24.0011 - output23_mean_squared_error: 16.0647 - output24_mean_squared_error: 23.9189 - output25_mean_squared_error: 29.2039 - output26_mean_squared_error: 15.4127 - output27_mean_squared_error: 31.2093 - output28_mean_squared_error: 25.9653 - output29_mean_squared_error: 34.9447 Epoch 636/2000 121/121 [==============================] - 0s 916us/step - loss: 704.0268 - output00_loss: 12.9412 - output01_loss: 16.7684 - output02_loss: 25.5058 - output03_loss: 36.0732 - output04_loss: 31.9770 - output05_loss: 19.4020 - output06_loss: 26.4700 - output07_loss: 27.6689 - output08_loss: 16.4102 - output09_loss: 21.2013 - output10_loss: 19.9384 - output11_loss: 21.5865 - output12_loss: 19.2107 - output13_loss: 29.0904 - output14_loss: 21.9857 - output15_loss: 32.0274 - output16_loss: 21.2230 - output17_loss: 25.8061 - output18_loss: 15.0598 - output19_loss: 13.1765 - output20_loss: 16.9814 - output21_loss: 32.8652 - output22_loss: 23.9946 - output23_loss: 16.0619 - output24_loss: 23.9106 - output25_loss: 29.1983 - output26_loss: 15.4087 - output27_loss: 31.2014 - output28_loss: 25.9538 - output29_loss: 34.9283 - output00_mean_squared_error: 12.9412 - output01_mean_squared_error: 16.7684 - output02_mean_squared_error: 25.5058 - output03_mean_squared_error: 36.0732 - output04_mean_squared_error: 31.9770 - output05_mean_squared_error: 19.4020 - output06_mean_squared_error: 26.4700 - output07_mean_squared_error: 27.6689 - output08_mean_squared_error: 16.4102 - output09_mean_squared_error: 21.2013 - output10_mean_squared_error: 19.9384 - output11_mean_squared_error: 21.5865 - output12_mean_squared_error: 19.2107 - output13_mean_squared_error: 29.0904 - output14_mean_squared_error: 21.9857 - output15_mean_squared_error: 32.0274 - output16_mean_squared_error: 21.2230 - output17_mean_squared_error: 25.8061 - output18_mean_squared_error: 15.0598 - output19_mean_squared_error: 13.1765 - output20_mean_squared_error: 16.9814 - output21_mean_squared_error: 32.8652 - output22_mean_squared_error: 23.9946 - output23_mean_squared_error: 16.0619 - output24_mean_squared_error: 23.9106 - output25_mean_squared_error: 29.1983 - output26_mean_squared_error: 15.4087 - output27_mean_squared_error: 31.2014 - output28_mean_squared_error: 25.9538 - output29_mean_squared_error: 34.9283 Epoch 637/2000 121/121 [==============================] - 0s 935us/step - loss: 703.7692 - output00_loss: 12.9385 - output01_loss: 16.7599 - output02_loss: 25.4951 - output03_loss: 36.0603 - output04_loss: 31.9648 - output05_loss: 19.3976 - output06_loss: 26.4545 - output07_loss: 27.6545 - output08_loss: 16.4025 - output09_loss: 21.1929 - output10_loss: 19.9348 - output11_loss: 21.5820 - output12_loss: 19.2016 - output13_loss: 29.0818 - output14_loss: 21.9756 - output15_loss: 32.0174 - output16_loss: 21.2206 - output17_loss: 25.7922 - output18_loss: 15.0555 - output19_loss: 13.1715 - output20_loss: 16.9683 - output21_loss: 32.8528 - output22_loss: 23.9882 - output23_loss: 16.0591 - output24_loss: 23.9024 - output25_loss: 29.1927 - output26_loss: 15.4047 - output27_loss: 31.1934 - output28_loss: 25.9423 - output29_loss: 34.9119 - output00_mean_squared_error: 12.9385 - output01_mean_squared_error: 16.7599 - output02_mean_squared_error: 25.4951 - output03_mean_squared_error: 36.0603 - output04_mean_squared_error: 31.9648 - output05_mean_squared_error: 19.3976 - output06_mean_squared_error: 26.4545 - output07_mean_squared_error: 27.6545 - output08_mean_squared_error: 16.4025 - output09_mean_squared_error: 21.1929 - output10_mean_squared_error: 19.9348 - output11_mean_squared_error: 21.5820 - output12_mean_squared_error: 19.2016 - output13_mean_squared_error: 29.0818 - output14_mean_squared_error: 21.9756 - output15_mean_squared_error: 32.0174 - output16_mean_squared_error: 21.2206 - output17_mean_squared_error: 25.7922 - output18_mean_squared_error: 15.0555 - output19_mean_squared_error: 13.1715 - output20_mean_squared_error: 16.9683 - output21_mean_squared_error: 32.8528 - output22_mean_squared_error: 23.9882 - output23_mean_squared_error: 16.0591 - output24_mean_squared_error: 23.9024 - output25_mean_squared_error: 29.1927 - output26_mean_squared_error: 15.4047 - output27_mean_squared_error: 31.1934 - output28_mean_squared_error: 25.9423 - output29_mean_squared_error: 34.9119 Epoch 638/2000 121/121 [==============================] - 0s 786us/step - loss: 703.5125 - output00_loss: 12.9358 - output01_loss: 16.7514 - output02_loss: 25.4844 - output03_loss: 36.0474 - output04_loss: 31.9526 - output05_loss: 19.3933 - output06_loss: 26.4389 - output07_loss: 27.6402 - output08_loss: 16.3948 - output09_loss: 21.1845 - output10_loss: 19.9312 - output11_loss: 21.5775 - output12_loss: 19.1924 - output13_loss: 29.0733 - output14_loss: 21.9655 - output15_loss: 32.0074 - output16_loss: 21.2182 - output17_loss: 25.7783 - output18_loss: 15.0512 - output19_loss: 13.1666 - output20_loss: 16.9553 - output21_loss: 32.8405 - output22_loss: 23.9818 - output23_loss: 16.0563 - output24_loss: 23.8941 - output25_loss: 29.1872 - output26_loss: 15.4007 - output27_loss: 31.1855 - output28_loss: 25.9308 - output29_loss: 34.8955 - output00_mean_squared_error: 12.9358 - output01_mean_squared_error: 16.7514 - output02_mean_squared_error: 25.4844 - output03_mean_squared_error: 36.0474 - output04_mean_squared_error: 31.9526 - output05_mean_squared_error: 19.3933 - output06_mean_squared_error: 26.4389 - output07_mean_squared_error: 27.6402 - output08_mean_squared_error: 16.3948 - output09_mean_squared_error: 21.1845 - output10_mean_squared_error: 19.9312 - output11_mean_squared_error: 21.5775 - output12_mean_squared_error: 19.1924 - output13_mean_squared_error: 29.0733 - output14_mean_squared_error: 21.9655 - output15_mean_squared_error: 32.0074 - output16_mean_squared_error: 21.2182 - output17_mean_squared_error: 25.7783 - output18_mean_squared_error: 15.0512 - output19_mean_squared_error: 13.1666 - output20_mean_squared_error: 16.9553 - output21_mean_squared_error: 32.8405 - output22_mean_squared_error: 23.9818 - output23_mean_squared_error: 16.0563 - output24_mean_squared_error: 23.8941 - output25_mean_squared_error: 29.1872 - output26_mean_squared_error: 15.4007 - output27_mean_squared_error: 31.1855 - output28_mean_squared_error: 25.9308 - output29_mean_squared_error: 34.8955 Epoch 639/2000 121/121 [==============================] - 0s 1ms/step - loss: 703.2565 - output00_loss: 12.9331 - output01_loss: 16.7429 - output02_loss: 25.4737 - output03_loss: 36.0345 - output04_loss: 31.9404 - output05_loss: 19.3890 - output06_loss: 26.4234 - output07_loss: 27.6260 - output08_loss: 16.3871 - output09_loss: 21.1762 - output10_loss: 19.9277 - output11_loss: 21.5731 - output12_loss: 19.1834 - output13_loss: 29.0648 - output14_loss: 21.9555 - output15_loss: 31.9975 - output16_loss: 21.2158 - output17_loss: 25.7644 - output18_loss: 15.0469 - output19_loss: 13.1616 - output20_loss: 16.9422 - output21_loss: 32.8282 - output22_loss: 23.9754 - output23_loss: 16.0535 - output24_loss: 23.8859 - output25_loss: 29.1816 - output26_loss: 15.3967 - output27_loss: 31.1776 - output28_loss: 25.9193 - output29_loss: 34.8792 - output00_mean_squared_error: 12.9331 - output01_mean_squared_error: 16.7429 - output02_mean_squared_error: 25.4737 - output03_mean_squared_error: 36.0345 - output04_mean_squared_error: 31.9404 - output05_mean_squared_error: 19.3890 - output06_mean_squared_error: 26.4234 - output07_mean_squared_error: 27.6260 - output08_mean_squared_error: 16.3871 - output09_mean_squared_error: 21.1762 - output10_mean_squared_error: 19.9277 - output11_mean_squared_error: 21.5731 - output12_mean_squared_error: 19.1834 - output13_mean_squared_error: 29.0648 - output14_mean_squared_error: 21.9555 - output15_mean_squared_error: 31.9975 - output16_mean_squared_error: 21.2158 - output17_mean_squared_error: 25.7644 - output18_mean_squared_error: 15.0469 - output19_mean_squared_error: 13.1616 - output20_mean_squared_error: 16.9422 - output21_mean_squared_error: 32.8282 - output22_mean_squared_error: 23.9754 - output23_mean_squared_error: 16.0535 - output24_mean_squared_error: 23.8859 - output25_mean_squared_error: 29.1816 - output26_mean_squared_error: 15.3967 - output27_mean_squared_error: 31.1776 - output28_mean_squared_error: 25.9193 - output29_mean_squared_error: 34.8792 Epoch 640/2000 121/121 [==============================] - 0s 744us/step - loss: 703.0013 - output00_loss: 12.9304 - output01_loss: 16.7344 - output02_loss: 25.4630 - output03_loss: 36.0217 - output04_loss: 31.9282 - output05_loss: 19.3848 - output06_loss: 26.4079 - output07_loss: 27.6118 - output08_loss: 16.3794 - output09_loss: 21.1679 - output10_loss: 19.9241 - output11_loss: 21.5686 - output12_loss: 19.1743 - output13_loss: 29.0563 - output14_loss: 21.9455 - output15_loss: 31.9875 - output16_loss: 21.2135 - output17_loss: 25.7506 - output18_loss: 15.0426 - output19_loss: 13.1567 - output20_loss: 16.9292 - output21_loss: 32.8160 - output22_loss: 23.9690 - output23_loss: 16.0508 - output24_loss: 23.8778 - output25_loss: 29.1761 - output26_loss: 15.3928 - output27_loss: 31.1697 - output28_loss: 25.9078 - output29_loss: 34.8629 - output00_mean_squared_error: 12.9304 - output01_mean_squared_error: 16.7344 - output02_mean_squared_error: 25.4630 - output03_mean_squared_error: 36.0217 - output04_mean_squared_error: 31.9282 - output05_mean_squared_error: 19.3848 - output06_mean_squared_error: 26.4079 - output07_mean_squared_error: 27.6118 - output08_mean_squared_error: 16.3794 - output09_mean_squared_error: 21.1679 - output10_mean_squared_error: 19.9241 - output11_mean_squared_error: 21.5686 - output12_mean_squared_error: 19.1743 - output13_mean_squared_error: 29.0563 - output14_mean_squared_error: 21.9455 - output15_mean_squared_error: 31.9875 - output16_mean_squared_error: 21.2135 - output17_mean_squared_error: 25.7506 - output18_mean_squared_error: 15.0426 - output19_mean_squared_error: 13.1567 - output20_mean_squared_error: 16.9292 - output21_mean_squared_error: 32.8160 - output22_mean_squared_error: 23.9690 - output23_mean_squared_error: 16.0508 - output24_mean_squared_error: 23.8778 - output25_mean_squared_error: 29.1761 - output26_mean_squared_error: 15.3928 - output27_mean_squared_error: 31.1697 - output28_mean_squared_error: 25.9078 - output29_mean_squared_error: 34.8629 Epoch 641/2000 121/121 [==============================] - 0s 1ms/step - loss: 702.7468 - output00_loss: 12.9277 - output01_loss: 16.7259 - output02_loss: 25.4524 - output03_loss: 36.0089 - output04_loss: 31.9161 - output05_loss: 19.3805 - output06_loss: 26.3924 - output07_loss: 27.5976 - output08_loss: 16.3718 - output09_loss: 21.1596 - output10_loss: 19.9206 - output11_loss: 21.5642 - output12_loss: 19.1653 - output13_loss: 29.0478 - output14_loss: 21.9355 - output15_loss: 31.9776 - output16_loss: 21.2111 - output17_loss: 25.7369 - output18_loss: 15.0384 - output19_loss: 13.1518 - output20_loss: 16.9162 - output21_loss: 32.8039 - output22_loss: 23.9627 - output23_loss: 16.0480 - output24_loss: 23.8696 - output25_loss: 29.1706 - output26_loss: 15.3889 - output27_loss: 31.1619 - output28_loss: 25.8964 - output29_loss: 34.8466 - output00_mean_squared_error: 12.9277 - output01_mean_squared_error: 16.7259 - output02_mean_squared_error: 25.4524 - output03_mean_squared_error: 36.0089 - output04_mean_squared_error: 31.9161 - output05_mean_squared_error: 19.3805 - output06_mean_squared_error: 26.3924 - output07_mean_squared_error: 27.5976 - output08_mean_squared_error: 16.3718 - output09_mean_squared_error: 21.1596 - output10_mean_squared_error: 19.9206 - output11_mean_squared_error: 21.5642 - output12_mean_squared_error: 19.1653 - output13_mean_squared_error: 29.0478 - output14_mean_squared_error: 21.9355 - output15_mean_squared_error: 31.9776 - output16_mean_squared_error: 21.2111 - output17_mean_squared_error: 25.7369 - output18_mean_squared_error: 15.0384 - output19_mean_squared_error: 13.1518 - output20_mean_squared_error: 16.9162 - output21_mean_squared_error: 32.8039 - output22_mean_squared_error: 23.9627 - output23_mean_squared_error: 16.0480 - output24_mean_squared_error: 23.8696 - output25_mean_squared_error: 29.1706 - output26_mean_squared_error: 15.3889 - output27_mean_squared_error: 31.1619 - output28_mean_squared_error: 25.8964 - output29_mean_squared_error: 34.8466 Epoch 642/2000 121/121 [==============================] - 0s 1ms/step - loss: 702.4929 - output00_loss: 12.9250 - output01_loss: 16.7175 - output02_loss: 25.4418 - output03_loss: 35.9962 - output04_loss: 31.9039 - output05_loss: 19.3763 - output06_loss: 26.3770 - output07_loss: 27.5835 - output08_loss: 16.3642 - output09_loss: 21.1514 - output10_loss: 19.9171 - output11_loss: 21.5598 - output12_loss: 19.1563 - output13_loss: 29.0393 - output14_loss: 21.9255 - output15_loss: 31.9677 - output16_loss: 21.2088 - output17_loss: 25.7232 - output18_loss: 15.0341 - output19_loss: 13.1469 - output20_loss: 16.9032 - output21_loss: 32.7918 - output22_loss: 23.9564 - output23_loss: 16.0453 - output24_loss: 23.8615 - output25_loss: 29.1651 - output26_loss: 15.3850 - output27_loss: 31.1541 - output28_loss: 25.8849 - output29_loss: 34.8303 - output00_mean_squared_error: 12.9250 - output01_mean_squared_error: 16.7175 - output02_mean_squared_error: 25.4418 - output03_mean_squared_error: 35.9962 - output04_mean_squared_error: 31.9039 - output05_mean_squared_error: 19.3763 - output06_mean_squared_error: 26.3770 - output07_mean_squared_error: 27.5835 - output08_mean_squared_error: 16.3642 - output09_mean_squared_error: 21.1514 - output10_mean_squared_error: 19.9171 - output11_mean_squared_error: 21.5598 - output12_mean_squared_error: 19.1563 - output13_mean_squared_error: 29.0393 - output14_mean_squared_error: 21.9255 - output15_mean_squared_error: 31.9677 - output16_mean_squared_error: 21.2088 - output17_mean_squared_error: 25.7232 - output18_mean_squared_error: 15.0341 - output19_mean_squared_error: 13.1469 - output20_mean_squared_error: 16.9032 - output21_mean_squared_error: 32.7918 - output22_mean_squared_error: 23.9564 - output23_mean_squared_error: 16.0453 - output24_mean_squared_error: 23.8615 - output25_mean_squared_error: 29.1651 - output26_mean_squared_error: 15.3850 - output27_mean_squared_error: 31.1541 - output28_mean_squared_error: 25.8849 - output29_mean_squared_error: 34.8303 Epoch 643/2000 121/121 [==============================] - 0s 813us/step - loss: 702.2399 - output00_loss: 12.9224 - output01_loss: 16.7091 - output02_loss: 25.4312 - output03_loss: 35.9834 - output04_loss: 31.8918 - output05_loss: 19.3721 - output06_loss: 26.3616 - output07_loss: 27.5694 - output08_loss: 16.3566 - output09_loss: 21.1432 - output10_loss: 19.9136 - output11_loss: 21.5554 - output12_loss: 19.1473 - output13_loss: 29.0308 - output14_loss: 21.9156 - output15_loss: 31.9578 - output16_loss: 21.2064 - output17_loss: 25.7096 - output18_loss: 15.0299 - output19_loss: 13.1419 - output20_loss: 16.8903 - output21_loss: 32.7797 - output22_loss: 23.9501 - output23_loss: 16.0425 - output24_loss: 23.8534 - output25_loss: 29.1597 - output26_loss: 15.3811 - output27_loss: 31.1463 - output28_loss: 25.8735 - output29_loss: 34.8141 - output00_mean_squared_error: 12.9224 - output01_mean_squared_error: 16.7091 - output02_mean_squared_error: 25.4312 - output03_mean_squared_error: 35.9834 - output04_mean_squared_error: 31.8918 - output05_mean_squared_error: 19.3721 - output06_mean_squared_error: 26.3616 - output07_mean_squared_error: 27.5694 - output08_mean_squared_error: 16.3566 - output09_mean_squared_error: 21.1432 - output10_mean_squared_error: 19.9136 - output11_mean_squared_error: 21.5554 - output12_mean_squared_error: 19.1473 - output13_mean_squared_error: 29.0308 - output14_mean_squared_error: 21.9156 - output15_mean_squared_error: 31.9578 - output16_mean_squared_error: 21.2064 - output17_mean_squared_error: 25.7096 - output18_mean_squared_error: 15.0299 - output19_mean_squared_error: 13.1419 - output20_mean_squared_error: 16.8903 - output21_mean_squared_error: 32.7797 - output22_mean_squared_error: 23.9501 - output23_mean_squared_error: 16.0425 - output24_mean_squared_error: 23.8534 - output25_mean_squared_error: 29.1597 - output26_mean_squared_error: 15.3811 - output27_mean_squared_error: 31.1463 - output28_mean_squared_error: 25.8735 - output29_mean_squared_error: 34.8141 Epoch 644/2000 121/121 [==============================] - 0s 944us/step - loss: 701.9875 - output00_loss: 12.9197 - output01_loss: 16.7007 - output02_loss: 25.4207 - output03_loss: 35.9708 - output04_loss: 31.8797 - output05_loss: 19.3679 - output06_loss: 26.3462 - output07_loss: 27.5553 - output08_loss: 16.3490 - output09_loss: 21.1350 - output10_loss: 19.9101 - output11_loss: 21.5511 - output12_loss: 19.1384 - output13_loss: 29.0224 - output14_loss: 21.9056 - output15_loss: 31.9480 - output16_loss: 21.2041 - output17_loss: 25.6960 - output18_loss: 15.0257 - output19_loss: 13.1370 - output20_loss: 16.8774 - output21_loss: 32.7677 - output22_loss: 23.9438 - output23_loss: 16.0398 - output24_loss: 23.8454 - output25_loss: 29.1542 - output26_loss: 15.3772 - output27_loss: 31.1385 - output28_loss: 25.8621 - output29_loss: 34.7979 - output00_mean_squared_error: 12.9197 - output01_mean_squared_error: 16.7007 - output02_mean_squared_error: 25.4207 - output03_mean_squared_error: 35.9708 - output04_mean_squared_error: 31.8797 - output05_mean_squared_error: 19.3679 - output06_mean_squared_error: 26.3462 - output07_mean_squared_error: 27.5553 - output08_mean_squared_error: 16.3490 - output09_mean_squared_error: 21.1350 - output10_mean_squared_error: 19.9101 - output11_mean_squared_error: 21.5511 - output12_mean_squared_error: 19.1384 - output13_mean_squared_error: 29.0224 - output14_mean_squared_error: 21.9056 - output15_mean_squared_error: 31.9480 - output16_mean_squared_error: 21.2041 - output17_mean_squared_error: 25.6960 - output18_mean_squared_error: 15.0257 - output19_mean_squared_error: 13.1370 - output20_mean_squared_error: 16.8774 - output21_mean_squared_error: 32.7677 - output22_mean_squared_error: 23.9438 - output23_mean_squared_error: 16.0398 - output24_mean_squared_error: 23.8454 - output25_mean_squared_error: 29.1542 - output26_mean_squared_error: 15.3772 - output27_mean_squared_error: 31.1385 - output28_mean_squared_error: 25.8621 - output29_mean_squared_error: 34.7979 Epoch 645/2000 121/121 [==============================] - 0s 960us/step - loss: 701.7360 - output00_loss: 12.9171 - output01_loss: 16.6923 - output02_loss: 25.4102 - output03_loss: 35.9581 - output04_loss: 31.8676 - output05_loss: 19.3638 - output06_loss: 26.3309 - output07_loss: 27.5413 - output08_loss: 16.3415 - output09_loss: 21.1269 - output10_loss: 19.9066 - output11_loss: 21.5467 - output12_loss: 19.1295 - output13_loss: 29.0140 - output14_loss: 21.8957 - output15_loss: 31.9381 - output16_loss: 21.2018 - output17_loss: 25.6825 - output18_loss: 15.0216 - output19_loss: 13.1321 - output20_loss: 16.8645 - output21_loss: 32.7557 - output22_loss: 23.9376 - output23_loss: 16.0371 - output24_loss: 23.8373 - output25_loss: 29.1488 - output26_loss: 15.3733 - output27_loss: 31.1308 - output28_loss: 25.8508 - output29_loss: 34.7817 - output00_mean_squared_error: 12.9171 - output01_mean_squared_error: 16.6923 - output02_mean_squared_error: 25.4102 - output03_mean_squared_error: 35.9581 - output04_mean_squared_error: 31.8676 - output05_mean_squared_error: 19.3638 - output06_mean_squared_error: 26.3309 - output07_mean_squared_error: 27.5413 - output08_mean_squared_error: 16.3415 - output09_mean_squared_error: 21.1269 - output10_mean_squared_error: 19.9066 - output11_mean_squared_error: 21.5467 - output12_mean_squared_error: 19.1295 - output13_mean_squared_error: 29.0140 - output14_mean_squared_error: 21.8957 - output15_mean_squared_error: 31.9381 - output16_mean_squared_error: 21.2018 - output17_mean_squared_error: 25.6825 - output18_mean_squared_error: 15.0216 - output19_mean_squared_error: 13.1321 - output20_mean_squared_error: 16.8645 - output21_mean_squared_error: 32.7557 - output22_mean_squared_error: 23.9376 - output23_mean_squared_error: 16.0371 - output24_mean_squared_error: 23.8373 - output25_mean_squared_error: 29.1488 - output26_mean_squared_error: 15.3733 - output27_mean_squared_error: 31.1308 - output28_mean_squared_error: 25.8508 - output29_mean_squared_error: 34.7817 Epoch 646/2000 121/121 [==============================] - 0s 800us/step - loss: 701.4850 - output00_loss: 12.9145 - output01_loss: 16.6840 - output02_loss: 25.3997 - output03_loss: 35.9455 - output04_loss: 31.8555 - output05_loss: 19.3597 - output06_loss: 26.3155 - output07_loss: 27.5273 - output08_loss: 16.3340 - output09_loss: 21.1188 - output10_loss: 19.9032 - output11_loss: 21.5424 - output12_loss: 19.1206 - output13_loss: 29.0056 - output14_loss: 21.8858 - output15_loss: 31.9283 - output16_loss: 21.1995 - output17_loss: 25.6690 - output18_loss: 15.0174 - output19_loss: 13.1273 - output20_loss: 16.8517 - output21_loss: 32.7437 - output22_loss: 23.9314 - output23_loss: 16.0344 - output24_loss: 23.8293 - output25_loss: 29.1435 - output26_loss: 15.3695 - output27_loss: 31.1231 - output28_loss: 25.8394 - output29_loss: 34.7655 - output00_mean_squared_error: 12.9145 - output01_mean_squared_error: 16.6840 - output02_mean_squared_error: 25.3997 - output03_mean_squared_error: 35.9455 - output04_mean_squared_error: 31.8555 - output05_mean_squared_error: 19.3597 - output06_mean_squared_error: 26.3155 - output07_mean_squared_error: 27.5273 - output08_mean_squared_error: 16.3340 - output09_mean_squared_error: 21.1188 - output10_mean_squared_error: 19.9032 - output11_mean_squared_error: 21.5424 - output12_mean_squared_error: 19.1206 - output13_mean_squared_error: 29.0056 - output14_mean_squared_error: 21.8858 - output15_mean_squared_error: 31.9283 - output16_mean_squared_error: 21.1995 - output17_mean_squared_error: 25.6690 - output18_mean_squared_error: 15.0174 - output19_mean_squared_error: 13.1273 - output20_mean_squared_error: 16.8517 - output21_mean_squared_error: 32.7437 - output22_mean_squared_error: 23.9314 - output23_mean_squared_error: 16.0344 - output24_mean_squared_error: 23.8293 - output25_mean_squared_error: 29.1435 - output26_mean_squared_error: 15.3695 - output27_mean_squared_error: 31.1231 - output28_mean_squared_error: 25.8394 - output29_mean_squared_error: 34.7655 Epoch 647/2000 121/121 [==============================] - 0s 873us/step - loss: 701.2348 - output00_loss: 12.9119 - output01_loss: 16.6757 - output02_loss: 25.3893 - output03_loss: 35.9330 - output04_loss: 31.8434 - output05_loss: 19.3555 - output06_loss: 26.3003 - output07_loss: 27.5134 - output08_loss: 16.3265 - output09_loss: 21.1107 - output10_loss: 19.8997 - output11_loss: 21.5382 - output12_loss: 19.1118 - output13_loss: 28.9972 - output14_loss: 21.8759 - output15_loss: 31.9185 - output16_loss: 21.1972 - output17_loss: 25.6556 - output18_loss: 15.0133 - output19_loss: 13.1224 - output20_loss: 16.8389 - output21_loss: 32.7318 - output22_loss: 23.9252 - output23_loss: 16.0317 - output24_loss: 23.8213 - output25_loss: 29.1381 - output26_loss: 15.3656 - output27_loss: 31.1154 - output28_loss: 25.8281 - output29_loss: 34.7493 - output00_mean_squared_error: 12.9119 - output01_mean_squared_error: 16.6757 - output02_mean_squared_error: 25.3893 - output03_mean_squared_error: 35.9330 - output04_mean_squared_error: 31.8434 - output05_mean_squared_error: 19.3555 - output06_mean_squared_error: 26.3003 - output07_mean_squared_error: 27.5134 - output08_mean_squared_error: 16.3265 - output09_mean_squared_error: 21.1107 - output10_mean_squared_error: 19.8997 - output11_mean_squared_error: 21.5382 - output12_mean_squared_error: 19.1118 - output13_mean_squared_error: 28.9972 - output14_mean_squared_error: 21.8759 - output15_mean_squared_error: 31.9185 - output16_mean_squared_error: 21.1972 - output17_mean_squared_error: 25.6556 - output18_mean_squared_error: 15.0133 - output19_mean_squared_error: 13.1224 - output20_mean_squared_error: 16.8389 - output21_mean_squared_error: 32.7318 - output22_mean_squared_error: 23.9252 - output23_mean_squared_error: 16.0317 - output24_mean_squared_error: 23.8213 - output25_mean_squared_error: 29.1381 - output26_mean_squared_error: 15.3656 - output27_mean_squared_error: 31.1154 - output28_mean_squared_error: 25.8281 - output29_mean_squared_error: 34.7493 Epoch 648/2000 121/121 [==============================] - 0s 552us/step - loss: 700.9855 - output00_loss: 12.9093 - output01_loss: 16.6673 - output02_loss: 25.3789 - output03_loss: 35.9205 - output04_loss: 31.8314 - output05_loss: 19.3514 - output06_loss: 26.2850 - output07_loss: 27.4995 - output08_loss: 16.3190 - output09_loss: 21.1027 - output10_loss: 19.8963 - output11_loss: 21.5339 - output12_loss: 19.1030 - output13_loss: 28.9888 - output14_loss: 21.8661 - output15_loss: 31.9088 - output16_loss: 21.1950 - output17_loss: 25.6422 - output18_loss: 15.0092 - output19_loss: 13.1175 - output20_loss: 16.8261 - output21_loss: 32.7200 - output22_loss: 23.9190 - output23_loss: 16.0291 - output24_loss: 23.8134 - output25_loss: 29.1328 - output26_loss: 15.3618 - output27_loss: 31.1077 - output28_loss: 25.8168 - output29_loss: 34.7332 - output00_mean_squared_error: 12.9093 - output01_mean_squared_error: 16.6673 - output02_mean_squared_error: 25.3789 - output03_mean_squared_error: 35.9205 - output04_mean_squared_error: 31.8314 - output05_mean_squared_error: 19.3514 - output06_mean_squared_error: 26.2850 - output07_mean_squared_error: 27.4995 - output08_mean_squared_error: 16.3190 - output09_mean_squared_error: 21.1027 - output10_mean_squared_error: 19.8963 - output11_mean_squared_error: 21.5339 - output12_mean_squared_error: 19.1030 - output13_mean_squared_error: 28.9888 - output14_mean_squared_error: 21.8661 - output15_mean_squared_error: 31.9088 - output16_mean_squared_error: 21.1950 - output17_mean_squared_error: 25.6422 - output18_mean_squared_error: 15.0092 - output19_mean_squared_error: 13.1175 - output20_mean_squared_error: 16.8261 - output21_mean_squared_error: 32.7200 - output22_mean_squared_error: 23.9190 - output23_mean_squared_error: 16.0291 - output24_mean_squared_error: 23.8134 - output25_mean_squared_error: 29.1328 - output26_mean_squared_error: 15.3618 - output27_mean_squared_error: 31.1077 - output28_mean_squared_error: 25.8168 - output29_mean_squared_error: 34.7332 Epoch 649/2000 121/121 [==============================] - 0s 1ms/step - loss: 700.7368 - output00_loss: 12.9067 - output01_loss: 16.6591 - output02_loss: 25.3685 - output03_loss: 35.9080 - output04_loss: 31.8194 - output05_loss: 19.3474 - output06_loss: 26.2698 - output07_loss: 27.4856 - output08_loss: 16.3116 - output09_loss: 21.0947 - output10_loss: 19.8929 - output11_loss: 21.5296 - output12_loss: 19.0942 - output13_loss: 28.9804 - output14_loss: 21.8563 - output15_loss: 31.8990 - output16_loss: 21.1927 - output17_loss: 25.6289 - output18_loss: 15.0051 - output19_loss: 13.1126 - output20_loss: 16.8134 - output21_loss: 32.7082 - output22_loss: 23.9129 - output23_loss: 16.0264 - output24_loss: 23.8055 - output25_loss: 29.1274 - output26_loss: 15.3580 - output27_loss: 31.1001 - output28_loss: 25.8055 - output29_loss: 34.7171 - output00_mean_squared_error: 12.9067 - output01_mean_squared_error: 16.6591 - output02_mean_squared_error: 25.3685 - output03_mean_squared_error: 35.9080 - output04_mean_squared_error: 31.8194 - output05_mean_squared_error: 19.3474 - output06_mean_squared_error: 26.2698 - output07_mean_squared_error: 27.4856 - output08_mean_squared_error: 16.3116 - output09_mean_squared_error: 21.0947 - output10_mean_squared_error: 19.8929 - output11_mean_squared_error: 21.5296 - output12_mean_squared_error: 19.0942 - output13_mean_squared_error: 28.9804 - output14_mean_squared_error: 21.8563 - output15_mean_squared_error: 31.8990 - output16_mean_squared_error: 21.1927 - output17_mean_squared_error: 25.6289 - output18_mean_squared_error: 15.0051 - output19_mean_squared_error: 13.1126 - output20_mean_squared_error: 16.8134 - output21_mean_squared_error: 32.7082 - output22_mean_squared_error: 23.9129 - output23_mean_squared_error: 16.0264 - output24_mean_squared_error: 23.8055 - output25_mean_squared_error: 29.1274 - output26_mean_squared_error: 15.3580 - output27_mean_squared_error: 31.1001 - output28_mean_squared_error: 25.8055 - output29_mean_squared_error: 34.7171 Epoch 650/2000 121/121 [==============================] - 0s 891us/step - loss: 700.4887 - output00_loss: 12.9041 - output01_loss: 16.6508 - output02_loss: 25.3581 - output03_loss: 35.8955 - output04_loss: 31.8073 - output05_loss: 19.3433 - output06_loss: 26.2545 - output07_loss: 27.4718 - output08_loss: 16.3042 - output09_loss: 21.0868 - output10_loss: 19.8895 - output11_loss: 21.5254 - output12_loss: 19.0854 - output13_loss: 28.9720 - output14_loss: 21.8464 - output15_loss: 31.8893 - output16_loss: 21.1905 - output17_loss: 25.6157 - output18_loss: 15.0010 - output19_loss: 13.1078 - output20_loss: 16.8006 - output21_loss: 32.6965 - output22_loss: 23.9067 - output23_loss: 16.0237 - output24_loss: 23.7976 - output25_loss: 29.1221 - output26_loss: 15.3543 - output27_loss: 31.0924 - output28_loss: 25.7942 - output29_loss: 34.7010 - output00_mean_squared_error: 12.9041 - output01_mean_squared_error: 16.6508 - output02_mean_squared_error: 25.3581 - output03_mean_squared_error: 35.8955 - output04_mean_squared_error: 31.8073 - output05_mean_squared_error: 19.3433 - output06_mean_squared_error: 26.2545 - output07_mean_squared_error: 27.4718 - output08_mean_squared_error: 16.3042 - output09_mean_squared_error: 21.0868 - output10_mean_squared_error: 19.8895 - output11_mean_squared_error: 21.5254 - output12_mean_squared_error: 19.0854 - output13_mean_squared_error: 28.9720 - output14_mean_squared_error: 21.8464 - output15_mean_squared_error: 31.8893 - output16_mean_squared_error: 21.1905 - output17_mean_squared_error: 25.6157 - output18_mean_squared_error: 15.0010 - output19_mean_squared_error: 13.1078 - output20_mean_squared_error: 16.8006 - output21_mean_squared_error: 32.6965 - output22_mean_squared_error: 23.9067 - output23_mean_squared_error: 16.0237 - output24_mean_squared_error: 23.7976 - output25_mean_squared_error: 29.1221 - output26_mean_squared_error: 15.3543 - output27_mean_squared_error: 31.0924 - output28_mean_squared_error: 25.7942 - output29_mean_squared_error: 34.7010 Epoch 651/2000 121/121 [==============================] - 0s 1ms/step - loss: 700.2415 - output00_loss: 12.9015 - output01_loss: 16.6426 - output02_loss: 25.3478 - output03_loss: 35.8831 - output04_loss: 31.7953 - output05_loss: 19.3393 - output06_loss: 26.2394 - output07_loss: 27.4580 - output08_loss: 16.2968 - output09_loss: 21.0789 - output10_loss: 19.8861 - output11_loss: 21.5212 - output12_loss: 19.0767 - output13_loss: 28.9637 - output14_loss: 21.8367 - output15_loss: 31.8796 - output16_loss: 21.1882 - output17_loss: 25.6025 - output18_loss: 14.9970 - output19_loss: 13.1029 - output20_loss: 16.7880 - output21_loss: 32.6848 - output22_loss: 23.9006 - output23_loss: 16.0211 - output24_loss: 23.7897 - output25_loss: 29.1169 - output26_loss: 15.3505 - output27_loss: 31.0849 - output28_loss: 25.7829 - output29_loss: 34.6849 - output00_mean_squared_error: 12.9015 - output01_mean_squared_error: 16.6426 - output02_mean_squared_error: 25.3478 - output03_mean_squared_error: 35.8831 - output04_mean_squared_error: 31.7953 - output05_mean_squared_error: 19.3393 - output06_mean_squared_error: 26.2394 - output07_mean_squared_error: 27.4580 - output08_mean_squared_error: 16.2968 - output09_mean_squared_error: 21.0789 - output10_mean_squared_error: 19.8861 - output11_mean_squared_error: 21.5212 - output12_mean_squared_error: 19.0767 - output13_mean_squared_error: 28.9637 - output14_mean_squared_error: 21.8367 - output15_mean_squared_error: 31.8796 - output16_mean_squared_error: 21.1882 - output17_mean_squared_error: 25.6025 - output18_mean_squared_error: 14.9970 - output19_mean_squared_error: 13.1029 - output20_mean_squared_error: 16.7880 - output21_mean_squared_error: 32.6848 - output22_mean_squared_error: 23.9006 - output23_mean_squared_error: 16.0211 - output24_mean_squared_error: 23.7897 - output25_mean_squared_error: 29.1169 - output26_mean_squared_error: 15.3505 - output27_mean_squared_error: 31.0849 - output28_mean_squared_error: 25.7829 - output29_mean_squared_error: 34.6849 Epoch 652/2000 121/121 [==============================] - 0s 459us/step - loss: 699.9948 - output00_loss: 12.8990 - output01_loss: 16.6343 - output02_loss: 25.3375 - output03_loss: 35.8708 - output04_loss: 31.7833 - output05_loss: 19.3353 - output06_loss: 26.2242 - output07_loss: 27.4443 - output08_loss: 16.2894 - output09_loss: 21.0710 - output10_loss: 19.8827 - output11_loss: 21.5170 - output12_loss: 19.0680 - output13_loss: 28.9554 - output14_loss: 21.8269 - output15_loss: 31.8699 - output16_loss: 21.1860 - output17_loss: 25.5893 - output18_loss: 14.9930 - output19_loss: 13.0981 - output20_loss: 16.7753 - output21_loss: 32.6731 - output22_loss: 23.8945 - output23_loss: 16.0185 - output24_loss: 23.7819 - output25_loss: 29.1116 - output26_loss: 15.3468 - output27_loss: 31.0773 - output28_loss: 25.7717 - output29_loss: 34.6689 - output00_mean_squared_error: 12.8990 - output01_mean_squared_error: 16.6343 - output02_mean_squared_error: 25.3375 - output03_mean_squared_error: 35.8708 - output04_mean_squared_error: 31.7833 - output05_mean_squared_error: 19.3353 - output06_mean_squared_error: 26.2242 - output07_mean_squared_error: 27.4443 - output08_mean_squared_error: 16.2894 - output09_mean_squared_error: 21.0710 - output10_mean_squared_error: 19.8827 - output11_mean_squared_error: 21.5170 - output12_mean_squared_error: 19.0680 - output13_mean_squared_error: 28.9554 - output14_mean_squared_error: 21.8269 - output15_mean_squared_error: 31.8699 - output16_mean_squared_error: 21.1860 - output17_mean_squared_error: 25.5893 - output18_mean_squared_error: 14.9930 - output19_mean_squared_error: 13.0981 - output20_mean_squared_error: 16.7753 - output21_mean_squared_error: 32.6731 - output22_mean_squared_error: 23.8945 - output23_mean_squared_error: 16.0185 - output24_mean_squared_error: 23.7819 - output25_mean_squared_error: 29.1116 - output26_mean_squared_error: 15.3468 - output27_mean_squared_error: 31.0773 - output28_mean_squared_error: 25.7717 - output29_mean_squared_error: 34.6689 Epoch 653/2000 121/121 [==============================] - 0s 1ms/step - loss: 699.7489 - output00_loss: 12.8965 - output01_loss: 16.6261 - output02_loss: 25.3273 - output03_loss: 35.8584 - output04_loss: 31.7714 - output05_loss: 19.3313 - output06_loss: 26.2091 - output07_loss: 27.4305 - output08_loss: 16.2821 - output09_loss: 21.0632 - output10_loss: 19.8794 - output11_loss: 21.5129 - output12_loss: 19.0593 - output13_loss: 28.9470 - output14_loss: 21.8171 - output15_loss: 31.8602 - output16_loss: 21.1838 - output17_loss: 25.5763 - output18_loss: 14.9890 - output19_loss: 13.0932 - output20_loss: 16.7627 - output21_loss: 32.6615 - output22_loss: 23.8885 - output23_loss: 16.0159 - output24_loss: 23.7740 - output25_loss: 29.1064 - output26_loss: 15.3430 - output27_loss: 31.0697 - output28_loss: 25.7604 - output29_loss: 34.6529 - output00_mean_squared_error: 12.8965 - output01_mean_squared_error: 16.6261 - output02_mean_squared_error: 25.3273 - output03_mean_squared_error: 35.8584 - output04_mean_squared_error: 31.7714 - output05_mean_squared_error: 19.3313 - output06_mean_squared_error: 26.2091 - output07_mean_squared_error: 27.4305 - output08_mean_squared_error: 16.2821 - output09_mean_squared_error: 21.0632 - output10_mean_squared_error: 19.8794 - output11_mean_squared_error: 21.5129 - output12_mean_squared_error: 19.0593 - output13_mean_squared_error: 28.9470 - output14_mean_squared_error: 21.8171 - output15_mean_squared_error: 31.8602 - output16_mean_squared_error: 21.1838 - output17_mean_squared_error: 25.5763 - output18_mean_squared_error: 14.9890 - output19_mean_squared_error: 13.0932 - output20_mean_squared_error: 16.7627 - output21_mean_squared_error: 32.6615 - output22_mean_squared_error: 23.8885 - output23_mean_squared_error: 16.0159 - output24_mean_squared_error: 23.7740 - output25_mean_squared_error: 29.1064 - output26_mean_squared_error: 15.3430 - output27_mean_squared_error: 31.0697 - output28_mean_squared_error: 25.7604 - output29_mean_squared_error: 34.6529 Epoch 654/2000 121/121 [==============================] - 0s 739us/step - loss: 699.5037 - output00_loss: 12.8939 - output01_loss: 16.6180 - output02_loss: 25.3170 - output03_loss: 35.8461 - output04_loss: 31.7594 - output05_loss: 19.3273 - output06_loss: 26.1940 - output07_loss: 27.4169 - output08_loss: 16.2747 - output09_loss: 21.0554 - output10_loss: 19.8760 - output11_loss: 21.5088 - output12_loss: 19.0507 - output13_loss: 28.9387 - output14_loss: 21.8074 - output15_loss: 31.8506 - output16_loss: 21.1816 - output17_loss: 25.5632 - output18_loss: 14.9850 - output19_loss: 13.0884 - output20_loss: 16.7501 - output21_loss: 32.6499 - output22_loss: 23.8824 - output23_loss: 16.0133 - output24_loss: 23.7663 - output25_loss: 29.1012 - output26_loss: 15.3393 - output27_loss: 31.0622 - output28_loss: 25.7492 - output29_loss: 34.6369 - output00_mean_squared_error: 12.8939 - output01_mean_squared_error: 16.6180 - output02_mean_squared_error: 25.3170 - output03_mean_squared_error: 35.8461 - output04_mean_squared_error: 31.7594 - output05_mean_squared_error: 19.3273 - output06_mean_squared_error: 26.1940 - output07_mean_squared_error: 27.4169 - output08_mean_squared_error: 16.2747 - output09_mean_squared_error: 21.0554 - output10_mean_squared_error: 19.8760 - output11_mean_squared_error: 21.5088 - output12_mean_squared_error: 19.0507 - output13_mean_squared_error: 28.9387 - output14_mean_squared_error: 21.8074 - output15_mean_squared_error: 31.8506 - output16_mean_squared_error: 21.1816 - output17_mean_squared_error: 25.5632 - output18_mean_squared_error: 14.9850 - output19_mean_squared_error: 13.0884 - output20_mean_squared_error: 16.7501 - output21_mean_squared_error: 32.6499 - output22_mean_squared_error: 23.8824 - output23_mean_squared_error: 16.0133 - output24_mean_squared_error: 23.7663 - output25_mean_squared_error: 29.1012 - output26_mean_squared_error: 15.3393 - output27_mean_squared_error: 31.0622 - output28_mean_squared_error: 25.7492 - output29_mean_squared_error: 34.6369 Epoch 655/2000 121/121 [==============================] - 0s 845us/step - loss: 699.2592 - output00_loss: 12.8914 - output01_loss: 16.6098 - output02_loss: 25.3068 - output03_loss: 35.8339 - output04_loss: 31.7475 - output05_loss: 19.3233 - output06_loss: 26.1789 - output07_loss: 27.4032 - output08_loss: 16.2675 - output09_loss: 21.0476 - output10_loss: 19.8727 - output11_loss: 21.5047 - output12_loss: 19.0421 - output13_loss: 28.9305 - output14_loss: 21.7977 - output15_loss: 31.8409 - output16_loss: 21.1794 - output17_loss: 25.5502 - output18_loss: 14.9810 - output19_loss: 13.0836 - output20_loss: 16.7375 - output21_loss: 32.6384 - output22_loss: 23.8764 - output23_loss: 16.0107 - output24_loss: 23.7585 - output25_loss: 29.0960 - output26_loss: 15.3356 - output27_loss: 31.0547 - output28_loss: 25.7380 - output29_loss: 34.6209 - output00_mean_squared_error: 12.8914 - output01_mean_squared_error: 16.6098 - output02_mean_squared_error: 25.3068 - output03_mean_squared_error: 35.8339 - output04_mean_squared_error: 31.7475 - output05_mean_squared_error: 19.3233 - output06_mean_squared_error: 26.1789 - output07_mean_squared_error: 27.4032 - output08_mean_squared_error: 16.2675 - output09_mean_squared_error: 21.0476 - output10_mean_squared_error: 19.8727 - output11_mean_squared_error: 21.5047 - output12_mean_squared_error: 19.0421 - output13_mean_squared_error: 28.9305 - output14_mean_squared_error: 21.7977 - output15_mean_squared_error: 31.8409 - output16_mean_squared_error: 21.1794 - output17_mean_squared_error: 25.5502 - output18_mean_squared_error: 14.9810 - output19_mean_squared_error: 13.0836 - output20_mean_squared_error: 16.7375 - output21_mean_squared_error: 32.6384 - output22_mean_squared_error: 23.8764 - output23_mean_squared_error: 16.0107 - output24_mean_squared_error: 23.7585 - output25_mean_squared_error: 29.0960 - output26_mean_squared_error: 15.3356 - output27_mean_squared_error: 31.0547 - output28_mean_squared_error: 25.7380 - output29_mean_squared_error: 34.6209 Epoch 656/2000 121/121 [==============================] - 0s 986us/step - loss: 699.0154 - output00_loss: 12.8889 - output01_loss: 16.6017 - output02_loss: 25.2966 - output03_loss: 35.8216 - output04_loss: 31.7355 - output05_loss: 19.3194 - output06_loss: 26.1639 - output07_loss: 27.3896 - output08_loss: 16.2602 - output09_loss: 21.0398 - output10_loss: 19.8694 - output11_loss: 21.5006 - output12_loss: 19.0335 - output13_loss: 28.9222 - output14_loss: 21.7880 - output15_loss: 31.8313 - output16_loss: 21.1772 - output17_loss: 25.5373 - output18_loss: 14.9770 - output19_loss: 13.0788 - output20_loss: 16.7249 - output21_loss: 32.6269 - output22_loss: 23.8704 - output23_loss: 16.0081 - output24_loss: 23.7508 - output25_loss: 29.0908 - output26_loss: 15.3319 - output27_loss: 31.0473 - output28_loss: 25.7269 - output29_loss: 34.6049 - output00_mean_squared_error: 12.8889 - output01_mean_squared_error: 16.6017 - output02_mean_squared_error: 25.2966 - output03_mean_squared_error: 35.8216 - output04_mean_squared_error: 31.7355 - output05_mean_squared_error: 19.3194 - output06_mean_squared_error: 26.1639 - output07_mean_squared_error: 27.3896 - output08_mean_squared_error: 16.2602 - output09_mean_squared_error: 21.0398 - output10_mean_squared_error: 19.8694 - output11_mean_squared_error: 21.5006 - output12_mean_squared_error: 19.0335 - output13_mean_squared_error: 28.9222 - output14_mean_squared_error: 21.7880 - output15_mean_squared_error: 31.8313 - output16_mean_squared_error: 21.1772 - output17_mean_squared_error: 25.5373 - output18_mean_squared_error: 14.9770 - output19_mean_squared_error: 13.0788 - output20_mean_squared_error: 16.7249 - output21_mean_squared_error: 32.6269 - output22_mean_squared_error: 23.8704 - output23_mean_squared_error: 16.0081 - output24_mean_squared_error: 23.7508 - output25_mean_squared_error: 29.0908 - output26_mean_squared_error: 15.3319 - output27_mean_squared_error: 31.0473 - output28_mean_squared_error: 25.7269 - output29_mean_squared_error: 34.6049 Epoch 657/2000 121/121 [==============================] - 0s 903us/step - loss: 698.7724 - output00_loss: 12.8864 - output01_loss: 16.5936 - output02_loss: 25.2865 - output03_loss: 35.8095 - output04_loss: 31.7236 - output05_loss: 19.3155 - output06_loss: 26.1489 - output07_loss: 27.3760 - output08_loss: 16.2529 - output09_loss: 21.0321 - output10_loss: 19.8660 - output11_loss: 21.4965 - output12_loss: 19.0249 - output13_loss: 28.9139 - output14_loss: 21.7783 - output15_loss: 31.8217 - output16_loss: 21.1750 - output17_loss: 25.5244 - output18_loss: 14.9731 - output19_loss: 13.0740 - output20_loss: 16.7124 - output21_loss: 32.6155 - output22_loss: 23.8644 - output23_loss: 16.0055 - output24_loss: 23.7430 - output25_loss: 29.0857 - output26_loss: 15.3283 - output27_loss: 31.0398 - output28_loss: 25.7157 - output29_loss: 34.5890 - output00_mean_squared_error: 12.8864 - output01_mean_squared_error: 16.5936 - output02_mean_squared_error: 25.2865 - output03_mean_squared_error: 35.8095 - output04_mean_squared_error: 31.7236 - output05_mean_squared_error: 19.3155 - output06_mean_squared_error: 26.1489 - output07_mean_squared_error: 27.3760 - output08_mean_squared_error: 16.2529 - output09_mean_squared_error: 21.0321 - output10_mean_squared_error: 19.8660 - output11_mean_squared_error: 21.4965 - output12_mean_squared_error: 19.0249 - output13_mean_squared_error: 28.9139 - output14_mean_squared_error: 21.7783 - output15_mean_squared_error: 31.8217 - output16_mean_squared_error: 21.1750 - output17_mean_squared_error: 25.5244 - output18_mean_squared_error: 14.9731 - output19_mean_squared_error: 13.0740 - output20_mean_squared_error: 16.7124 - output21_mean_squared_error: 32.6155 - output22_mean_squared_error: 23.8644 - output23_mean_squared_error: 16.0055 - output24_mean_squared_error: 23.7430 - output25_mean_squared_error: 29.0857 - output26_mean_squared_error: 15.3283 - output27_mean_squared_error: 31.0398 - output28_mean_squared_error: 25.7157 - output29_mean_squared_error: 34.5890 Epoch 658/2000 121/121 [==============================] - 0s 1ms/step - loss: 698.5298 - output00_loss: 12.8840 - output01_loss: 16.5855 - output02_loss: 25.2764 - output03_loss: 35.7973 - output04_loss: 31.7117 - output05_loss: 19.3116 - output06_loss: 26.1339 - output07_loss: 27.3625 - output08_loss: 16.2457 - output09_loss: 21.0245 - output10_loss: 19.8628 - output11_loss: 21.4924 - output12_loss: 19.0164 - output13_loss: 28.9057 - output14_loss: 21.7686 - output15_loss: 31.8122 - output16_loss: 21.1729 - output17_loss: 25.5116 - output18_loss: 14.9692 - output19_loss: 13.0692 - output20_loss: 16.6999 - output21_loss: 32.6041 - output22_loss: 23.8585 - output23_loss: 16.0029 - output24_loss: 23.7354 - output25_loss: 29.0806 - output26_loss: 15.3246 - output27_loss: 31.0324 - output28_loss: 25.7046 - output29_loss: 34.5731 - output00_mean_squared_error: 12.8840 - output01_mean_squared_error: 16.5855 - output02_mean_squared_error: 25.2764 - output03_mean_squared_error: 35.7973 - output04_mean_squared_error: 31.7117 - output05_mean_squared_error: 19.3116 - output06_mean_squared_error: 26.1339 - output07_mean_squared_error: 27.3625 - output08_mean_squared_error: 16.2457 - output09_mean_squared_error: 21.0245 - output10_mean_squared_error: 19.8628 - output11_mean_squared_error: 21.4924 - output12_mean_squared_error: 19.0164 - output13_mean_squared_error: 28.9057 - output14_mean_squared_error: 21.7686 - output15_mean_squared_error: 31.8122 - output16_mean_squared_error: 21.1729 - output17_mean_squared_error: 25.5116 - output18_mean_squared_error: 14.9692 - output19_mean_squared_error: 13.0692 - output20_mean_squared_error: 16.6999 - output21_mean_squared_error: 32.6041 - output22_mean_squared_error: 23.8585 - output23_mean_squared_error: 16.0029 - output24_mean_squared_error: 23.7354 - output25_mean_squared_error: 29.0806 - output26_mean_squared_error: 15.3246 - output27_mean_squared_error: 31.0324 - output28_mean_squared_error: 25.7046 - output29_mean_squared_error: 34.5731 Epoch 659/2000 121/121 [==============================] - 0s 996us/step - loss: 698.2884 - output00_loss: 12.8815 - output01_loss: 16.5774 - output02_loss: 25.2663 - output03_loss: 35.7852 - output04_loss: 31.6999 - output05_loss: 19.3077 - output06_loss: 26.1189 - output07_loss: 27.3490 - output08_loss: 16.2385 - output09_loss: 21.0168 - output10_loss: 19.8595 - output11_loss: 21.4884 - output12_loss: 19.0079 - output13_loss: 28.8975 - output14_loss: 21.7590 - output15_loss: 31.8026 - output16_loss: 21.1707 - output17_loss: 25.4988 - output18_loss: 14.9653 - output19_loss: 13.0644 - output20_loss: 16.6875 - output21_loss: 32.5927 - output22_loss: 23.8525 - output23_loss: 16.0004 - output24_loss: 23.7277 - output25_loss: 29.0755 - output26_loss: 15.3210 - output27_loss: 31.0250 - output28_loss: 25.6935 - output29_loss: 34.5572 - output00_mean_squared_error: 12.8815 - output01_mean_squared_error: 16.5774 - output02_mean_squared_error: 25.2663 - output03_mean_squared_error: 35.7852 - output04_mean_squared_error: 31.6999 - output05_mean_squared_error: 19.3077 - output06_mean_squared_error: 26.1189 - output07_mean_squared_error: 27.3490 - output08_mean_squared_error: 16.2385 - output09_mean_squared_error: 21.0168 - output10_mean_squared_error: 19.8595 - output11_mean_squared_error: 21.4884 - output12_mean_squared_error: 19.0079 - output13_mean_squared_error: 28.8975 - output14_mean_squared_error: 21.7590 - output15_mean_squared_error: 31.8026 - output16_mean_squared_error: 21.1707 - output17_mean_squared_error: 25.4988 - output18_mean_squared_error: 14.9653 - output19_mean_squared_error: 13.0644 - output20_mean_squared_error: 16.6875 - output21_mean_squared_error: 32.5927 - output22_mean_squared_error: 23.8525 - output23_mean_squared_error: 16.0004 - output24_mean_squared_error: 23.7277 - output25_mean_squared_error: 29.0755 - output26_mean_squared_error: 15.3210 - output27_mean_squared_error: 31.0250 - output28_mean_squared_error: 25.6935 - output29_mean_squared_error: 34.5572 Epoch 660/2000 121/121 [==============================] - 0s 1ms/step - loss: 698.0474 - output00_loss: 12.8790 - output01_loss: 16.5694 - output02_loss: 25.2562 - output03_loss: 35.7731 - output04_loss: 31.6880 - output05_loss: 19.3038 - output06_loss: 26.1040 - output07_loss: 27.3356 - output08_loss: 16.2313 - output09_loss: 21.0092 - output10_loss: 19.8562 - output11_loss: 21.4844 - output12_loss: 18.9994 - output13_loss: 28.8893 - output14_loss: 21.7494 - output15_loss: 31.7931 - output16_loss: 21.1686 - output17_loss: 25.4861 - output18_loss: 14.9614 - output19_loss: 13.0596 - output20_loss: 16.6751 - output21_loss: 32.5814 - output22_loss: 23.8466 - output23_loss: 15.9979 - output24_loss: 23.7201 - output25_loss: 29.0704 - output26_loss: 15.3174 - output27_loss: 31.0176 - output28_loss: 25.6823 - output29_loss: 34.5413 - output00_mean_squared_error: 12.8790 - output01_mean_squared_error: 16.5694 - output02_mean_squared_error: 25.2562 - output03_mean_squared_error: 35.7731 - output04_mean_squared_error: 31.6880 - output05_mean_squared_error: 19.3038 - output06_mean_squared_error: 26.1040 - output07_mean_squared_error: 27.3356 - output08_mean_squared_error: 16.2313 - output09_mean_squared_error: 21.0092 - output10_mean_squared_error: 19.8562 - output11_mean_squared_error: 21.4844 - output12_mean_squared_error: 18.9994 - output13_mean_squared_error: 28.8893 - output14_mean_squared_error: 21.7494 - output15_mean_squared_error: 31.7931 - output16_mean_squared_error: 21.1686 - output17_mean_squared_error: 25.4861 - output18_mean_squared_error: 14.9614 - output19_mean_squared_error: 13.0596 - output20_mean_squared_error: 16.6751 - output21_mean_squared_error: 32.5814 - output22_mean_squared_error: 23.8466 - output23_mean_squared_error: 15.9979 - output24_mean_squared_error: 23.7201 - output25_mean_squared_error: 29.0704 - output26_mean_squared_error: 15.3174 - output27_mean_squared_error: 31.0176 - output28_mean_squared_error: 25.6823 - output29_mean_squared_error: 34.5413 Epoch 661/2000 121/121 [==============================] - 0s 744us/step - loss: 697.8070 - output00_loss: 12.8766 - output01_loss: 16.5613 - output02_loss: 25.2462 - output03_loss: 35.7611 - output04_loss: 31.6761 - output05_loss: 19.3000 - output06_loss: 26.0891 - output07_loss: 27.3221 - output08_loss: 16.2242 - output09_loss: 21.0017 - output10_loss: 19.8530 - output11_loss: 21.4804 - output12_loss: 18.9910 - output13_loss: 28.8811 - output14_loss: 21.7398 - output15_loss: 31.7836 - output16_loss: 21.1665 - output17_loss: 25.4734 - output18_loss: 14.9576 - output19_loss: 13.0548 - output20_loss: 16.6627 - output21_loss: 32.5701 - output22_loss: 23.8407 - output23_loss: 15.9953 - output24_loss: 23.7125 - output25_loss: 29.0653 - output26_loss: 15.3138 - output27_loss: 31.0103 - output28_loss: 25.6713 - output29_loss: 34.5255 - output00_mean_squared_error: 12.8766 - output01_mean_squared_error: 16.5613 - output02_mean_squared_error: 25.2462 - output03_mean_squared_error: 35.7611 - output04_mean_squared_error: 31.6761 - output05_mean_squared_error: 19.3000 - output06_mean_squared_error: 26.0891 - output07_mean_squared_error: 27.3221 - output08_mean_squared_error: 16.2242 - output09_mean_squared_error: 21.0017 - output10_mean_squared_error: 19.8530 - output11_mean_squared_error: 21.4804 - output12_mean_squared_error: 18.9910 - output13_mean_squared_error: 28.8811 - output14_mean_squared_error: 21.7398 - output15_mean_squared_error: 31.7836 - output16_mean_squared_error: 21.1665 - output17_mean_squared_error: 25.4734 - output18_mean_squared_error: 14.9576 - output19_mean_squared_error: 13.0548 - output20_mean_squared_error: 16.6627 - output21_mean_squared_error: 32.5701 - output22_mean_squared_error: 23.8407 - output23_mean_squared_error: 15.9953 - output24_mean_squared_error: 23.7125 - output25_mean_squared_error: 29.0653 - output26_mean_squared_error: 15.3138 - output27_mean_squared_error: 31.0103 - output28_mean_squared_error: 25.6713 - output29_mean_squared_error: 34.5255 Epoch 662/2000 121/121 [==============================] - 0s 882us/step - loss: 697.5673 - output00_loss: 12.8742 - output01_loss: 16.5533 - output02_loss: 25.2362 - output03_loss: 35.7491 - output04_loss: 31.6643 - output05_loss: 19.2962 - output06_loss: 26.0742 - output07_loss: 27.3087 - output08_loss: 16.2171 - output09_loss: 20.9941 - output10_loss: 19.8497 - output11_loss: 21.4765 - output12_loss: 18.9826 - output13_loss: 28.8729 - output14_loss: 21.7302 - output15_loss: 31.7741 - output16_loss: 21.1644 - output17_loss: 25.4608 - output18_loss: 14.9537 - output19_loss: 13.0500 - output20_loss: 16.6503 - output21_loss: 32.5589 - output22_loss: 23.8349 - output23_loss: 15.9928 - output24_loss: 23.7049 - output25_loss: 29.0603 - output26_loss: 15.3102 - output27_loss: 31.0030 - output28_loss: 25.6602 - output29_loss: 34.5097 - output00_mean_squared_error: 12.8742 - output01_mean_squared_error: 16.5533 - output02_mean_squared_error: 25.2362 - output03_mean_squared_error: 35.7491 - output04_mean_squared_error: 31.6643 - output05_mean_squared_error: 19.2962 - output06_mean_squared_error: 26.0742 - output07_mean_squared_error: 27.3087 - output08_mean_squared_error: 16.2171 - output09_mean_squared_error: 20.9941 - output10_mean_squared_error: 19.8497 - output11_mean_squared_error: 21.4765 - output12_mean_squared_error: 18.9826 - output13_mean_squared_error: 28.8729 - output14_mean_squared_error: 21.7302 - output15_mean_squared_error: 31.7741 - output16_mean_squared_error: 21.1644 - output17_mean_squared_error: 25.4608 - output18_mean_squared_error: 14.9537 - output19_mean_squared_error: 13.0500 - output20_mean_squared_error: 16.6503 - output21_mean_squared_error: 32.5589 - output22_mean_squared_error: 23.8349 - output23_mean_squared_error: 15.9928 - output24_mean_squared_error: 23.7049 - output25_mean_squared_error: 29.0603 - output26_mean_squared_error: 15.3102 - output27_mean_squared_error: 31.0030 - output28_mean_squared_error: 25.6602 - output29_mean_squared_error: 34.5097 Epoch 663/2000 121/121 [==============================] - 0s 1ms/step - loss: 697.3283 - output00_loss: 12.8718 - output01_loss: 16.5453 - output02_loss: 25.2262 - output03_loss: 35.7372 - output04_loss: 31.6525 - output05_loss: 19.2924 - output06_loss: 26.0593 - output07_loss: 27.2954 - output08_loss: 16.2100 - output09_loss: 20.9866 - output10_loss: 19.8465 - output11_loss: 21.4725 - output12_loss: 18.9742 - output13_loss: 28.8647 - output14_loss: 21.7206 - output15_loss: 31.7647 - output16_loss: 21.1623 - output17_loss: 25.4482 - output18_loss: 14.9499 - output19_loss: 13.0453 - output20_loss: 16.6380 - output21_loss: 32.5477 - output22_loss: 23.8290 - output23_loss: 15.9903 - output24_loss: 23.6973 - output25_loss: 29.0553 - output26_loss: 15.3066 - output27_loss: 30.9957 - output28_loss: 25.6491 - output29_loss: 34.4939 - output00_mean_squared_error: 12.8718 - output01_mean_squared_error: 16.5453 - output02_mean_squared_error: 25.2262 - output03_mean_squared_error: 35.7372 - output04_mean_squared_error: 31.6525 - output05_mean_squared_error: 19.2924 - output06_mean_squared_error: 26.0593 - output07_mean_squared_error: 27.2954 - output08_mean_squared_error: 16.2100 - output09_mean_squared_error: 20.9866 - output10_mean_squared_error: 19.8465 - output11_mean_squared_error: 21.4725 - output12_mean_squared_error: 18.9742 - output13_mean_squared_error: 28.8647 - output14_mean_squared_error: 21.7206 - output15_mean_squared_error: 31.7647 - output16_mean_squared_error: 21.1623 - output17_mean_squared_error: 25.4482 - output18_mean_squared_error: 14.9499 - output19_mean_squared_error: 13.0453 - output20_mean_squared_error: 16.6380 - output21_mean_squared_error: 32.5477 - output22_mean_squared_error: 23.8290 - output23_mean_squared_error: 15.9903 - output24_mean_squared_error: 23.6973 - output25_mean_squared_error: 29.0553 - output26_mean_squared_error: 15.3066 - output27_mean_squared_error: 30.9957 - output28_mean_squared_error: 25.6491 - output29_mean_squared_error: 34.4939 Epoch 664/2000 121/121 [==============================] - 0s 704us/step - loss: 697.0900 - output00_loss: 12.8693 - output01_loss: 16.5374 - output02_loss: 25.2163 - output03_loss: 35.7252 - output04_loss: 31.6407 - output05_loss: 19.2886 - output06_loss: 26.0445 - output07_loss: 27.2821 - output08_loss: 16.2029 - output09_loss: 20.9792 - output10_loss: 19.8433 - output11_loss: 21.4686 - output12_loss: 18.9658 - output13_loss: 28.8565 - output14_loss: 21.7111 - output15_loss: 31.7552 - output16_loss: 21.1602 - output17_loss: 25.4357 - output18_loss: 14.9461 - output19_loss: 13.0405 - output20_loss: 16.6256 - output21_loss: 32.5366 - output22_loss: 23.8232 - output23_loss: 15.9878 - output24_loss: 23.6898 - output25_loss: 29.0503 - output26_loss: 15.3030 - output27_loss: 30.9884 - output28_loss: 25.6381 - output29_loss: 34.4781 - output00_mean_squared_error: 12.8693 - output01_mean_squared_error: 16.5374 - output02_mean_squared_error: 25.2163 - output03_mean_squared_error: 35.7252 - output04_mean_squared_error: 31.6407 - output05_mean_squared_error: 19.2886 - output06_mean_squared_error: 26.0445 - output07_mean_squared_error: 27.2821 - output08_mean_squared_error: 16.2029 - output09_mean_squared_error: 20.9792 - output10_mean_squared_error: 19.8433 - output11_mean_squared_error: 21.4686 - output12_mean_squared_error: 18.9658 - output13_mean_squared_error: 28.8565 - output14_mean_squared_error: 21.7111 - output15_mean_squared_error: 31.7552 - output16_mean_squared_error: 21.1602 - output17_mean_squared_error: 25.4357 - output18_mean_squared_error: 14.9461 - output19_mean_squared_error: 13.0405 - output20_mean_squared_error: 16.6256 - output21_mean_squared_error: 32.5366 - output22_mean_squared_error: 23.8232 - output23_mean_squared_error: 15.9878 - output24_mean_squared_error: 23.6898 - output25_mean_squared_error: 29.0503 - output26_mean_squared_error: 15.3030 - output27_mean_squared_error: 30.9884 - output28_mean_squared_error: 25.6381 - output29_mean_squared_error: 34.4781 Epoch 665/2000 121/121 [==============================] - 0s 1ms/step - loss: 696.8525 - output00_loss: 12.8670 - output01_loss: 16.5294 - output02_loss: 25.2063 - output03_loss: 35.7133 - output04_loss: 31.6289 - output05_loss: 19.2848 - output06_loss: 26.0297 - output07_loss: 27.2688 - output08_loss: 16.1958 - output09_loss: 20.9717 - output10_loss: 19.8401 - output11_loss: 21.4647 - output12_loss: 18.9575 - output13_loss: 28.8484 - output14_loss: 21.7016 - output15_loss: 31.7458 - output16_loss: 21.1581 - output17_loss: 25.4232 - output18_loss: 14.9423 - output19_loss: 13.0358 - output20_loss: 16.6134 - output21_loss: 32.5255 - output22_loss: 23.8174 - output23_loss: 15.9853 - output24_loss: 23.6823 - output25_loss: 29.0453 - output26_loss: 15.2995 - output27_loss: 30.9811 - output28_loss: 25.6271 - output29_loss: 34.4623 - output00_mean_squared_error: 12.8670 - output01_mean_squared_error: 16.5294 - output02_mean_squared_error: 25.2063 - output03_mean_squared_error: 35.7133 - output04_mean_squared_error: 31.6289 - output05_mean_squared_error: 19.2848 - output06_mean_squared_error: 26.0297 - output07_mean_squared_error: 27.2688 - output08_mean_squared_error: 16.1958 - output09_mean_squared_error: 20.9717 - output10_mean_squared_error: 19.8401 - output11_mean_squared_error: 21.4647 - output12_mean_squared_error: 18.9575 - output13_mean_squared_error: 28.8484 - output14_mean_squared_error: 21.7016 - output15_mean_squared_error: 31.7458 - output16_mean_squared_error: 21.1581 - output17_mean_squared_error: 25.4232 - output18_mean_squared_error: 14.9423 - output19_mean_squared_error: 13.0358 - output20_mean_squared_error: 16.6134 - output21_mean_squared_error: 32.5255 - output22_mean_squared_error: 23.8174 - output23_mean_squared_error: 15.9853 - output24_mean_squared_error: 23.6823 - output25_mean_squared_error: 29.0453 - output26_mean_squared_error: 15.2995 - output27_mean_squared_error: 30.9811 - output28_mean_squared_error: 25.6271 - output29_mean_squared_error: 34.4623 Epoch 666/2000 121/121 [==============================] - 0s 702us/step - loss: 696.6155 - output00_loss: 12.8646 - output01_loss: 16.5215 - output02_loss: 25.1964 - output03_loss: 35.7015 - output04_loss: 31.6171 - output05_loss: 19.2811 - output06_loss: 26.0150 - output07_loss: 27.2555 - output08_loss: 16.1888 - output09_loss: 20.9643 - output10_loss: 19.8369 - output11_loss: 21.4608 - output12_loss: 18.9492 - output13_loss: 28.8403 - output14_loss: 21.6921 - output15_loss: 31.7364 - output16_loss: 21.1560 - output17_loss: 25.4107 - output18_loss: 14.9385 - output19_loss: 13.0310 - output20_loss: 16.6011 - output21_loss: 32.5145 - output22_loss: 23.8116 - output23_loss: 15.9828 - output24_loss: 23.6748 - output25_loss: 29.0404 - output26_loss: 15.2960 - output27_loss: 30.9739 - output28_loss: 25.6161 - output29_loss: 34.4466 - output00_mean_squared_error: 12.8646 - output01_mean_squared_error: 16.5215 - output02_mean_squared_error: 25.1964 - output03_mean_squared_error: 35.7015 - output04_mean_squared_error: 31.6171 - output05_mean_squared_error: 19.2811 - output06_mean_squared_error: 26.0150 - output07_mean_squared_error: 27.2555 - output08_mean_squared_error: 16.1888 - output09_mean_squared_error: 20.9643 - output10_mean_squared_error: 19.8369 - output11_mean_squared_error: 21.4608 - output12_mean_squared_error: 18.9492 - output13_mean_squared_error: 28.8403 - output14_mean_squared_error: 21.6921 - output15_mean_squared_error: 31.7364 - output16_mean_squared_error: 21.1560 - output17_mean_squared_error: 25.4107 - output18_mean_squared_error: 14.9385 - output19_mean_squared_error: 13.0310 - output20_mean_squared_error: 16.6011 - output21_mean_squared_error: 32.5145 - output22_mean_squared_error: 23.8116 - output23_mean_squared_error: 15.9828 - output24_mean_squared_error: 23.6748 - output25_mean_squared_error: 29.0404 - output26_mean_squared_error: 15.2960 - output27_mean_squared_error: 30.9739 - output28_mean_squared_error: 25.6161 - output29_mean_squared_error: 34.4466 Epoch 667/2000 121/121 [==============================] - 0s 768us/step - loss: 696.3792 - output00_loss: 12.8622 - output01_loss: 16.5136 - output02_loss: 25.1866 - output03_loss: 35.6897 - output04_loss: 31.6054 - output05_loss: 19.2774 - output06_loss: 26.0002 - output07_loss: 27.2423 - output08_loss: 16.1818 - output09_loss: 20.9570 - output10_loss: 19.8337 - output11_loss: 21.4570 - output12_loss: 18.9409 - output13_loss: 28.8322 - output14_loss: 21.6826 - output15_loss: 31.7270 - output16_loss: 21.1539 - output17_loss: 25.3984 - output18_loss: 14.9348 - output19_loss: 13.0263 - output20_loss: 16.5889 - output21_loss: 32.5035 - output22_loss: 23.8058 - output23_loss: 15.9804 - output24_loss: 23.6673 - output25_loss: 29.0354 - output26_loss: 15.2925 - output27_loss: 30.9667 - output28_loss: 25.6051 - output29_loss: 34.4309 - output00_mean_squared_error: 12.8622 - output01_mean_squared_error: 16.5136 - output02_mean_squared_error: 25.1866 - output03_mean_squared_error: 35.6897 - output04_mean_squared_error: 31.6054 - output05_mean_squared_error: 19.2774 - output06_mean_squared_error: 26.0002 - output07_mean_squared_error: 27.2423 - output08_mean_squared_error: 16.1818 - output09_mean_squared_error: 20.9570 - output10_mean_squared_error: 19.8337 - output11_mean_squared_error: 21.4570 - output12_mean_squared_error: 18.9409 - output13_mean_squared_error: 28.8322 - output14_mean_squared_error: 21.6826 - output15_mean_squared_error: 31.7270 - output16_mean_squared_error: 21.1539 - output17_mean_squared_error: 25.3984 - output18_mean_squared_error: 14.9348 - output19_mean_squared_error: 13.0263 - output20_mean_squared_error: 16.5889 - output21_mean_squared_error: 32.5035 - output22_mean_squared_error: 23.8058 - output23_mean_squared_error: 15.9804 - output24_mean_squared_error: 23.6673 - output25_mean_squared_error: 29.0354 - output26_mean_squared_error: 15.2925 - output27_mean_squared_error: 30.9667 - output28_mean_squared_error: 25.6051 - output29_mean_squared_error: 34.4309 Epoch 668/2000 121/121 [==============================] - 0s 891us/step - loss: 696.1436 - output00_loss: 12.8598 - output01_loss: 16.5057 - output02_loss: 25.1767 - output03_loss: 35.6779 - output04_loss: 31.5936 - output05_loss: 19.2736 - output06_loss: 25.9855 - output07_loss: 27.2291 - output08_loss: 16.1748 - output09_loss: 20.9496 - output10_loss: 19.8306 - output11_loss: 21.4531 - output12_loss: 18.9327 - output13_loss: 28.8241 - output14_loss: 21.6731 - output15_loss: 31.7176 - output16_loss: 21.1519 - output17_loss: 25.3860 - output18_loss: 14.9310 - output19_loss: 13.0215 - output20_loss: 16.5767 - output21_loss: 32.4925 - output22_loss: 23.8001 - output23_loss: 15.9779 - output24_loss: 23.6599 - output25_loss: 29.0305 - output26_loss: 15.2890 - output27_loss: 30.9595 - output28_loss: 25.5942 - output29_loss: 34.4152 - output00_mean_squared_error: 12.8598 - output01_mean_squared_error: 16.5057 - output02_mean_squared_error: 25.1767 - output03_mean_squared_error: 35.6779 - output04_mean_squared_error: 31.5936 - output05_mean_squared_error: 19.2736 - output06_mean_squared_error: 25.9855 - output07_mean_squared_error: 27.2291 - output08_mean_squared_error: 16.1748 - output09_mean_squared_error: 20.9496 - output10_mean_squared_error: 19.8306 - output11_mean_squared_error: 21.4531 - output12_mean_squared_error: 18.9327 - output13_mean_squared_error: 28.8241 - output14_mean_squared_error: 21.6731 - output15_mean_squared_error: 31.7176 - output16_mean_squared_error: 21.1519 - output17_mean_squared_error: 25.3860 - output18_mean_squared_error: 14.9310 - output19_mean_squared_error: 13.0215 - output20_mean_squared_error: 16.5767 - output21_mean_squared_error: 32.4925 - output22_mean_squared_error: 23.8001 - output23_mean_squared_error: 15.9779 - output24_mean_squared_error: 23.6599 - output25_mean_squared_error: 29.0305 - output26_mean_squared_error: 15.2890 - output27_mean_squared_error: 30.9595 - output28_mean_squared_error: 25.5942 - output29_mean_squared_error: 34.4152 Epoch 669/2000 121/121 [==============================] - 0s 809us/step - loss: 695.9087 - output00_loss: 12.8575 - output01_loss: 16.4978 - output02_loss: 25.1669 - output03_loss: 35.6662 - output04_loss: 31.5819 - output05_loss: 19.2700 - output06_loss: 25.9708 - output07_loss: 27.2160 - output08_loss: 16.1678 - output09_loss: 20.9423 - output10_loss: 19.8274 - output11_loss: 21.4493 - output12_loss: 18.9245 - output13_loss: 28.8160 - output14_loss: 21.6637 - output15_loss: 31.7083 - output16_loss: 21.1498 - output17_loss: 25.3737 - output18_loss: 14.9273 - output19_loss: 13.0168 - output20_loss: 16.5645 - output21_loss: 32.4816 - output22_loss: 23.7944 - output23_loss: 15.9755 - output24_loss: 23.6525 - output25_loss: 29.0256 - output26_loss: 15.2855 - output27_loss: 30.9523 - output28_loss: 25.5832 - output29_loss: 34.3995 - output00_mean_squared_error: 12.8575 - output01_mean_squared_error: 16.4978 - output02_mean_squared_error: 25.1669 - output03_mean_squared_error: 35.6662 - output04_mean_squared_error: 31.5819 - output05_mean_squared_error: 19.2700 - output06_mean_squared_error: 25.9708 - output07_mean_squared_error: 27.2160 - output08_mean_squared_error: 16.1678 - output09_mean_squared_error: 20.9423 - output10_mean_squared_error: 19.8274 - output11_mean_squared_error: 21.4493 - output12_mean_squared_error: 18.9245 - output13_mean_squared_error: 28.8160 - output14_mean_squared_error: 21.6637 - output15_mean_squared_error: 31.7083 - output16_mean_squared_error: 21.1498 - output17_mean_squared_error: 25.3737 - output18_mean_squared_error: 14.9273 - output19_mean_squared_error: 13.0168 - output20_mean_squared_error: 16.5645 - output21_mean_squared_error: 32.4816 - output22_mean_squared_error: 23.7944 - output23_mean_squared_error: 15.9755 - output24_mean_squared_error: 23.6525 - output25_mean_squared_error: 29.0256 - output26_mean_squared_error: 15.2855 - output27_mean_squared_error: 30.9523 - output28_mean_squared_error: 25.5832 - output29_mean_squared_error: 34.3995 Epoch 670/2000 121/121 [==============================] - 0s 912us/step - loss: 695.6744 - output00_loss: 12.8551 - output01_loss: 16.4900 - output02_loss: 25.1571 - output03_loss: 35.6544 - output04_loss: 31.5702 - output05_loss: 19.2663 - output06_loss: 25.9562 - output07_loss: 27.2029 - output08_loss: 16.1609 - output09_loss: 20.9350 - output10_loss: 19.8243 - output11_loss: 21.4455 - output12_loss: 18.9163 - output13_loss: 28.8079 - output14_loss: 21.6542 - output15_loss: 31.6990 - output16_loss: 21.1478 - output17_loss: 25.3615 - output18_loss: 14.9236 - output19_loss: 13.0121 - output20_loss: 16.5524 - output21_loss: 32.4707 - output22_loss: 23.7887 - output23_loss: 15.9730 - output24_loss: 23.6451 - output25_loss: 29.0208 - output26_loss: 15.2820 - output27_loss: 30.9452 - output28_loss: 25.5723 - output29_loss: 34.3839 - output00_mean_squared_error: 12.8551 - output01_mean_squared_error: 16.4900 - output02_mean_squared_error: 25.1571 - output03_mean_squared_error: 35.6544 - output04_mean_squared_error: 31.5702 - output05_mean_squared_error: 19.2663 - output06_mean_squared_error: 25.9562 - output07_mean_squared_error: 27.2029 - output08_mean_squared_error: 16.1609 - output09_mean_squared_error: 20.9350 - output10_mean_squared_error: 19.8243 - output11_mean_squared_error: 21.4455 - output12_mean_squared_error: 18.9163 - output13_mean_squared_error: 28.8079 - output14_mean_squared_error: 21.6542 - output15_mean_squared_error: 31.6990 - output16_mean_squared_error: 21.1478 - output17_mean_squared_error: 25.3615 - output18_mean_squared_error: 14.9236 - output19_mean_squared_error: 13.0121 - output20_mean_squared_error: 16.5524 - output21_mean_squared_error: 32.4707 - output22_mean_squared_error: 23.7887 - output23_mean_squared_error: 15.9730 - output24_mean_squared_error: 23.6451 - output25_mean_squared_error: 29.0208 - output26_mean_squared_error: 15.2820 - output27_mean_squared_error: 30.9452 - output28_mean_squared_error: 25.5723 - output29_mean_squared_error: 34.3839 Epoch 671/2000 121/121 [==============================] - 0s 808us/step - loss: 695.4409 - output00_loss: 12.8528 - output01_loss: 16.4822 - output02_loss: 25.1474 - output03_loss: 35.6428 - output04_loss: 31.5585 - output05_loss: 19.2626 - output06_loss: 25.9415 - output07_loss: 27.1898 - output08_loss: 16.1539 - output09_loss: 20.9278 - output10_loss: 19.8212 - output11_loss: 21.4417 - output12_loss: 18.9081 - output13_loss: 28.7999 - output14_loss: 21.6448 - output15_loss: 31.6897 - output16_loss: 21.1458 - output17_loss: 25.3493 - output18_loss: 14.9199 - output19_loss: 13.0074 - output20_loss: 16.5403 - output21_loss: 32.4599 - output22_loss: 23.7830 - output23_loss: 15.9706 - output24_loss: 23.6378 - output25_loss: 29.0159 - output26_loss: 15.2786 - output27_loss: 30.9381 - output28_loss: 25.5614 - output29_loss: 34.3683 - output00_mean_squared_error: 12.8528 - output01_mean_squared_error: 16.4822 - output02_mean_squared_error: 25.1474 - output03_mean_squared_error: 35.6428 - output04_mean_squared_error: 31.5585 - output05_mean_squared_error: 19.2626 - output06_mean_squared_error: 25.9415 - output07_mean_squared_error: 27.1898 - output08_mean_squared_error: 16.1539 - output09_mean_squared_error: 20.9278 - output10_mean_squared_error: 19.8212 - output11_mean_squared_error: 21.4417 - output12_mean_squared_error: 18.9081 - output13_mean_squared_error: 28.7999 - output14_mean_squared_error: 21.6448 - output15_mean_squared_error: 31.6897 - output16_mean_squared_error: 21.1458 - output17_mean_squared_error: 25.3493 - output18_mean_squared_error: 14.9199 - output19_mean_squared_error: 13.0074 - output20_mean_squared_error: 16.5403 - output21_mean_squared_error: 32.4599 - output22_mean_squared_error: 23.7830 - output23_mean_squared_error: 15.9706 - output24_mean_squared_error: 23.6378 - output25_mean_squared_error: 29.0159 - output26_mean_squared_error: 15.2786 - output27_mean_squared_error: 30.9381 - output28_mean_squared_error: 25.5614 - output29_mean_squared_error: 34.3683 Epoch 672/2000 121/121 [==============================] - 0s 1ms/step - loss: 695.2079 - output00_loss: 12.8505 - output01_loss: 16.4744 - output02_loss: 25.1377 - output03_loss: 35.6311 - output04_loss: 31.5468 - output05_loss: 19.2590 - output06_loss: 25.9269 - output07_loss: 27.1768 - output08_loss: 16.1470 - output09_loss: 20.9206 - output10_loss: 19.8181 - output11_loss: 21.4379 - output12_loss: 18.9000 - output13_loss: 28.7918 - output14_loss: 21.6355 - output15_loss: 31.6804 - output16_loss: 21.1438 - output17_loss: 25.3372 - output18_loss: 14.9162 - output19_loss: 13.0027 - output20_loss: 16.5282 - output21_loss: 32.4491 - output22_loss: 23.7773 - output23_loss: 15.9682 - output24_loss: 23.6304 - output25_loss: 29.0111 - output26_loss: 15.2751 - output27_loss: 30.9310 - output28_loss: 25.5505 - output29_loss: 34.3527 - output00_mean_squared_error: 12.8505 - output01_mean_squared_error: 16.4744 - output02_mean_squared_error: 25.1377 - output03_mean_squared_error: 35.6311 - output04_mean_squared_error: 31.5468 - output05_mean_squared_error: 19.2590 - output06_mean_squared_error: 25.9269 - output07_mean_squared_error: 27.1768 - output08_mean_squared_error: 16.1470 - output09_mean_squared_error: 20.9206 - output10_mean_squared_error: 19.8181 - output11_mean_squared_error: 21.4379 - output12_mean_squared_error: 18.9000 - output13_mean_squared_error: 28.7918 - output14_mean_squared_error: 21.6355 - output15_mean_squared_error: 31.6804 - output16_mean_squared_error: 21.1438 - output17_mean_squared_error: 25.3372 - output18_mean_squared_error: 14.9162 - output19_mean_squared_error: 13.0027 - output20_mean_squared_error: 16.5282 - output21_mean_squared_error: 32.4491 - output22_mean_squared_error: 23.7773 - output23_mean_squared_error: 15.9682 - output24_mean_squared_error: 23.6304 - output25_mean_squared_error: 29.0111 - output26_mean_squared_error: 15.2751 - output27_mean_squared_error: 30.9310 - output28_mean_squared_error: 25.5505 - output29_mean_squared_error: 34.3527 Epoch 673/2000 121/121 [==============================] - 0s 1ms/step - loss: 694.9756 - output00_loss: 12.8482 - output01_loss: 16.4666 - output02_loss: 25.1280 - output03_loss: 35.6195 - output04_loss: 31.5352 - output05_loss: 19.2554 - output06_loss: 25.9124 - output07_loss: 27.1638 - output08_loss: 16.1402 - output09_loss: 20.9134 - output10_loss: 19.8150 - output11_loss: 21.4342 - output12_loss: 18.8918 - output13_loss: 28.7838 - output14_loss: 21.6261 - output15_loss: 31.6711 - output16_loss: 21.1418 - output17_loss: 25.3251 - output18_loss: 14.9126 - output19_loss: 12.9980 - output20_loss: 16.5161 - output21_loss: 32.4383 - output22_loss: 23.7717 - output23_loss: 15.9658 - output24_loss: 23.6231 - output25_loss: 29.0063 - output26_loss: 15.2717 - output27_loss: 30.9239 - output28_loss: 25.5396 - output29_loss: 34.3371 - output00_mean_squared_error: 12.8482 - output01_mean_squared_error: 16.4666 - output02_mean_squared_error: 25.1280 - output03_mean_squared_error: 35.6195 - output04_mean_squared_error: 31.5352 - output05_mean_squared_error: 19.2554 - output06_mean_squared_error: 25.9124 - output07_mean_squared_error: 27.1638 - output08_mean_squared_error: 16.1402 - output09_mean_squared_error: 20.9134 - output10_mean_squared_error: 19.8150 - output11_mean_squared_error: 21.4342 - output12_mean_squared_error: 18.8918 - output13_mean_squared_error: 28.7838 - output14_mean_squared_error: 21.6261 - output15_mean_squared_error: 31.6711 - output16_mean_squared_error: 21.1418 - output17_mean_squared_error: 25.3251 - output18_mean_squared_error: 14.9126 - output19_mean_squared_error: 12.9980 - output20_mean_squared_error: 16.5161 - output21_mean_squared_error: 32.4383 - output22_mean_squared_error: 23.7717 - output23_mean_squared_error: 15.9658 - output24_mean_squared_error: 23.6231 - output25_mean_squared_error: 29.0063 - output26_mean_squared_error: 15.2717 - output27_mean_squared_error: 30.9239 - output28_mean_squared_error: 25.5396 - output29_mean_squared_error: 34.3371 Epoch 674/2000 121/121 [==============================] - 0s 740us/step - loss: 694.7440 - output00_loss: 12.8459 - output01_loss: 16.4588 - output02_loss: 25.1183 - output03_loss: 35.6080 - output04_loss: 31.5235 - output05_loss: 19.2518 - output06_loss: 25.8978 - output07_loss: 27.1508 - output08_loss: 16.1333 - output09_loss: 20.9063 - output10_loss: 19.8119 - output11_loss: 21.4305 - output12_loss: 18.8838 - output13_loss: 28.7758 - output14_loss: 21.6167 - output15_loss: 31.6619 - output16_loss: 21.1398 - output17_loss: 25.3130 - output18_loss: 14.9090 - output19_loss: 12.9933 - output20_loss: 16.5041 - output21_loss: 32.4276 - output22_loss: 23.7661 - output23_loss: 15.9634 - output24_loss: 23.6159 - output25_loss: 29.0015 - output26_loss: 15.2683 - output27_loss: 30.9169 - output28_loss: 25.5288 - output29_loss: 34.3215 - output00_mean_squared_error: 12.8459 - output01_mean_squared_error: 16.4588 - output02_mean_squared_error: 25.1183 - output03_mean_squared_error: 35.6080 - output04_mean_squared_error: 31.5235 - output05_mean_squared_error: 19.2518 - output06_mean_squared_error: 25.8978 - output07_mean_squared_error: 27.1508 - output08_mean_squared_error: 16.1333 - output09_mean_squared_error: 20.9063 - output10_mean_squared_error: 19.8119 - output11_mean_squared_error: 21.4305 - output12_mean_squared_error: 18.8838 - output13_mean_squared_error: 28.7758 - output14_mean_squared_error: 21.6167 - output15_mean_squared_error: 31.6619 - output16_mean_squared_error: 21.1398 - output17_mean_squared_error: 25.3130 - output18_mean_squared_error: 14.9090 - output19_mean_squared_error: 12.9933 - output20_mean_squared_error: 16.5041 - output21_mean_squared_error: 32.4276 - output22_mean_squared_error: 23.7661 - output23_mean_squared_error: 15.9634 - output24_mean_squared_error: 23.6159 - output25_mean_squared_error: 29.0015 - output26_mean_squared_error: 15.2683 - output27_mean_squared_error: 30.9169 - output28_mean_squared_error: 25.5288 - output29_mean_squared_error: 34.3215 Epoch 675/2000 121/121 [==============================] - 0s 1ms/step - loss: 694.5129 - output00_loss: 12.8436 - output01_loss: 16.4511 - output02_loss: 25.1086 - output03_loss: 35.5964 - output04_loss: 31.5119 - output05_loss: 19.2482 - output06_loss: 25.8833 - output07_loss: 27.1378 - output08_loss: 16.1265 - output09_loss: 20.8992 - output10_loss: 19.8088 - output11_loss: 21.4268 - output12_loss: 18.8757 - output13_loss: 28.7678 - output14_loss: 21.6074 - output15_loss: 31.6526 - output16_loss: 21.1378 - output17_loss: 25.3011 - output18_loss: 14.9053 - output19_loss: 12.9886 - output20_loss: 16.4921 - output21_loss: 32.4169 - output22_loss: 23.7605 - output23_loss: 15.9610 - output24_loss: 23.6086 - output25_loss: 28.9967 - output26_loss: 15.2649 - output27_loss: 30.9098 - output28_loss: 25.5179 - output29_loss: 34.3060 - output00_mean_squared_error: 12.8436 - output01_mean_squared_error: 16.4511 - output02_mean_squared_error: 25.1086 - output03_mean_squared_error: 35.5964 - output04_mean_squared_error: 31.5119 - output05_mean_squared_error: 19.2482 - output06_mean_squared_error: 25.8833 - output07_mean_squared_error: 27.1378 - output08_mean_squared_error: 16.1265 - output09_mean_squared_error: 20.8992 - output10_mean_squared_error: 19.8088 - output11_mean_squared_error: 21.4268 - output12_mean_squared_error: 18.8757 - output13_mean_squared_error: 28.7678 - output14_mean_squared_error: 21.6074 - output15_mean_squared_error: 31.6526 - output16_mean_squared_error: 21.1378 - output17_mean_squared_error: 25.3011 - output18_mean_squared_error: 14.9053 - output19_mean_squared_error: 12.9886 - output20_mean_squared_error: 16.4921 - output21_mean_squared_error: 32.4169 - output22_mean_squared_error: 23.7605 - output23_mean_squared_error: 15.9610 - output24_mean_squared_error: 23.6086 - output25_mean_squared_error: 28.9967 - output26_mean_squared_error: 15.2649 - output27_mean_squared_error: 30.9098 - output28_mean_squared_error: 25.5179 - output29_mean_squared_error: 34.3060 Epoch 676/2000 121/121 [==============================] - 0s 900us/step - loss: 694.2828 - output00_loss: 12.8413 - output01_loss: 16.4433 - output02_loss: 25.0990 - output03_loss: 35.5850 - output04_loss: 31.5003 - output05_loss: 19.2446 - output06_loss: 25.8688 - output07_loss: 27.1249 - output08_loss: 16.1197 - output09_loss: 20.8921 - output10_loss: 19.8057 - output11_loss: 21.4231 - output12_loss: 18.8677 - output13_loss: 28.7598 - output14_loss: 21.5981 - output15_loss: 31.6434 - output16_loss: 21.1359 - output17_loss: 25.2891 - output18_loss: 14.9017 - output19_loss: 12.9840 - output20_loss: 16.4801 - output21_loss: 32.4063 - output22_loss: 23.7549 - output23_loss: 15.9587 - output24_loss: 23.6014 - output25_loss: 28.9920 - output26_loss: 15.2615 - output27_loss: 30.9028 - output28_loss: 25.5071 - output29_loss: 34.2905 - output00_mean_squared_error: 12.8413 - output01_mean_squared_error: 16.4433 - output02_mean_squared_error: 25.0990 - output03_mean_squared_error: 35.5850 - output04_mean_squared_error: 31.5003 - output05_mean_squared_error: 19.2446 - output06_mean_squared_error: 25.8688 - output07_mean_squared_error: 27.1249 - output08_mean_squared_error: 16.1197 - output09_mean_squared_error: 20.8921 - output10_mean_squared_error: 19.8057 - output11_mean_squared_error: 21.4231 - output12_mean_squared_error: 18.8677 - output13_mean_squared_error: 28.7598 - output14_mean_squared_error: 21.5981 - output15_mean_squared_error: 31.6434 - output16_mean_squared_error: 21.1359 - output17_mean_squared_error: 25.2891 - output18_mean_squared_error: 14.9017 - output19_mean_squared_error: 12.9840 - output20_mean_squared_error: 16.4801 - output21_mean_squared_error: 32.4063 - output22_mean_squared_error: 23.7549 - output23_mean_squared_error: 15.9587 - output24_mean_squared_error: 23.6014 - output25_mean_squared_error: 28.9920 - output26_mean_squared_error: 15.2615 - output27_mean_squared_error: 30.9028 - output28_mean_squared_error: 25.5071 - output29_mean_squared_error: 34.2905 Epoch 677/2000 121/121 [==============================] - 0s 582us/step - loss: 694.0531 - output00_loss: 12.8391 - output01_loss: 16.4356 - output02_loss: 25.0894 - output03_loss: 35.5735 - output04_loss: 31.4887 - output05_loss: 19.2411 - output06_loss: 25.8543 - output07_loss: 27.1121 - output08_loss: 16.1129 - output09_loss: 20.8850 - output10_loss: 19.8027 - output11_loss: 21.4194 - output12_loss: 18.8597 - output13_loss: 28.7518 - output14_loss: 21.5888 - output15_loss: 31.6342 - output16_loss: 21.1339 - output17_loss: 25.2772 - output18_loss: 14.8982 - output19_loss: 12.9793 - output20_loss: 16.4682 - output21_loss: 32.3957 - output22_loss: 23.7493 - output23_loss: 15.9563 - output24_loss: 23.5942 - output25_loss: 28.9872 - output26_loss: 15.2582 - output27_loss: 30.8958 - output28_loss: 25.4963 - output29_loss: 34.2750 - output00_mean_squared_error: 12.8391 - output01_mean_squared_error: 16.4356 - output02_mean_squared_error: 25.0894 - output03_mean_squared_error: 35.5735 - output04_mean_squared_error: 31.4887 - output05_mean_squared_error: 19.2411 - output06_mean_squared_error: 25.8543 - output07_mean_squared_error: 27.1121 - output08_mean_squared_error: 16.1129 - output09_mean_squared_error: 20.8850 - output10_mean_squared_error: 19.8027 - output11_mean_squared_error: 21.4194 - output12_mean_squared_error: 18.8597 - output13_mean_squared_error: 28.7518 - output14_mean_squared_error: 21.5888 - output15_mean_squared_error: 31.6342 - output16_mean_squared_error: 21.1339 - output17_mean_squared_error: 25.2772 - output18_mean_squared_error: 14.8982 - output19_mean_squared_error: 12.9793 - output20_mean_squared_error: 16.4682 - output21_mean_squared_error: 32.3957 - output22_mean_squared_error: 23.7493 - output23_mean_squared_error: 15.9563 - output24_mean_squared_error: 23.5942 - output25_mean_squared_error: 28.9872 - output26_mean_squared_error: 15.2582 - output27_mean_squared_error: 30.8958 - output28_mean_squared_error: 25.4963 - output29_mean_squared_error: 34.2750 Epoch 678/2000 121/121 [==============================] - 0s 865us/step - loss: 693.8240 - output00_loss: 12.8368 - output01_loss: 16.4279 - output02_loss: 25.0799 - output03_loss: 35.5621 - output04_loss: 31.4771 - output05_loss: 19.2375 - output06_loss: 25.8399 - output07_loss: 27.0992 - output08_loss: 16.1061 - output09_loss: 20.8780 - output10_loss: 19.7997 - output11_loss: 21.4158 - output12_loss: 18.8517 - output13_loss: 28.7439 - output14_loss: 21.5795 - output15_loss: 31.6251 - output16_loss: 21.1320 - output17_loss: 25.2653 - output18_loss: 14.8946 - output19_loss: 12.9746 - output20_loss: 16.4563 - output21_loss: 32.3851 - output22_loss: 23.7438 - output23_loss: 15.9539 - output24_loss: 23.5870 - output25_loss: 28.9825 - output26_loss: 15.2548 - output27_loss: 30.8889 - output28_loss: 25.4855 - output29_loss: 34.2595 - output00_mean_squared_error: 12.8368 - output01_mean_squared_error: 16.4279 - output02_mean_squared_error: 25.0799 - output03_mean_squared_error: 35.5621 - output04_mean_squared_error: 31.4771 - output05_mean_squared_error: 19.2375 - output06_mean_squared_error: 25.8399 - output07_mean_squared_error: 27.0992 - output08_mean_squared_error: 16.1061 - output09_mean_squared_error: 20.8780 - output10_mean_squared_error: 19.7997 - output11_mean_squared_error: 21.4158 - output12_mean_squared_error: 18.8517 - output13_mean_squared_error: 28.7439 - output14_mean_squared_error: 21.5795 - output15_mean_squared_error: 31.6251 - output16_mean_squared_error: 21.1320 - output17_mean_squared_error: 25.2653 - output18_mean_squared_error: 14.8946 - output19_mean_squared_error: 12.9746 - output20_mean_squared_error: 16.4563 - output21_mean_squared_error: 32.3851 - output22_mean_squared_error: 23.7438 - output23_mean_squared_error: 15.9539 - output24_mean_squared_error: 23.5870 - output25_mean_squared_error: 28.9825 - output26_mean_squared_error: 15.2548 - output27_mean_squared_error: 30.8889 - output28_mean_squared_error: 25.4855 - output29_mean_squared_error: 34.2595 Epoch 679/2000 121/121 [==============================] - 0s 1ms/step - loss: 693.5957 - output00_loss: 12.8346 - output01_loss: 16.4203 - output02_loss: 25.0703 - output03_loss: 35.5507 - output04_loss: 31.4655 - output05_loss: 19.2340 - output06_loss: 25.8255 - output07_loss: 27.0864 - output08_loss: 16.0994 - output09_loss: 20.8710 - output10_loss: 19.7966 - output11_loss: 21.4122 - output12_loss: 18.8437 - output13_loss: 28.7359 - output14_loss: 21.5702 - output15_loss: 31.6159 - output16_loss: 21.1300 - output17_loss: 25.2535 - output18_loss: 14.8910 - output19_loss: 12.9700 - output20_loss: 16.4444 - output21_loss: 32.3746 - output22_loss: 23.7383 - output23_loss: 15.9516 - output24_loss: 23.5798 - output25_loss: 28.9778 - output26_loss: 15.2515 - output27_loss: 30.8819 - output28_loss: 25.4748 - output29_loss: 34.2441 - output00_mean_squared_error: 12.8346 - output01_mean_squared_error: 16.4203 - output02_mean_squared_error: 25.0703 - output03_mean_squared_error: 35.5507 - output04_mean_squared_error: 31.4655 - output05_mean_squared_error: 19.2340 - output06_mean_squared_error: 25.8255 - output07_mean_squared_error: 27.0864 - output08_mean_squared_error: 16.0994 - output09_mean_squared_error: 20.8710 - output10_mean_squared_error: 19.7966 - output11_mean_squared_error: 21.4122 - output12_mean_squared_error: 18.8437 - output13_mean_squared_error: 28.7359 - output14_mean_squared_error: 21.5702 - output15_mean_squared_error: 31.6159 - output16_mean_squared_error: 21.1300 - output17_mean_squared_error: 25.2535 - output18_mean_squared_error: 14.8910 - output19_mean_squared_error: 12.9700 - output20_mean_squared_error: 16.4444 - output21_mean_squared_error: 32.3746 - output22_mean_squared_error: 23.7383 - output23_mean_squared_error: 15.9516 - output24_mean_squared_error: 23.5798 - output25_mean_squared_error: 28.9778 - output26_mean_squared_error: 15.2515 - output27_mean_squared_error: 30.8819 - output28_mean_squared_error: 25.4748 - output29_mean_squared_error: 34.2441 Epoch 680/2000 121/121 [==============================] - 0s 1ms/step - loss: 693.3679 - output00_loss: 12.8324 - output01_loss: 16.4126 - output02_loss: 25.0608 - output03_loss: 35.5393 - output04_loss: 31.4540 - output05_loss: 19.2305 - output06_loss: 25.8111 - output07_loss: 27.0736 - output08_loss: 16.0927 - output09_loss: 20.8641 - output10_loss: 19.7936 - output11_loss: 21.4086 - output12_loss: 18.8358 - output13_loss: 28.7280 - output14_loss: 21.5610 - output15_loss: 31.6068 - output16_loss: 21.1281 - output17_loss: 25.2418 - output18_loss: 14.8875 - output19_loss: 12.9653 - output20_loss: 16.4325 - output21_loss: 32.3641 - output22_loss: 23.7328 - output23_loss: 15.9493 - output24_loss: 23.5727 - output25_loss: 28.9731 - output26_loss: 15.2482 - output27_loss: 30.8750 - output28_loss: 25.4640 - output29_loss: 34.2286 - output00_mean_squared_error: 12.8324 - output01_mean_squared_error: 16.4126 - output02_mean_squared_error: 25.0608 - output03_mean_squared_error: 35.5393 - output04_mean_squared_error: 31.4540 - output05_mean_squared_error: 19.2305 - output06_mean_squared_error: 25.8111 - output07_mean_squared_error: 27.0736 - output08_mean_squared_error: 16.0927 - output09_mean_squared_error: 20.8641 - output10_mean_squared_error: 19.7936 - output11_mean_squared_error: 21.4086 - output12_mean_squared_error: 18.8358 - output13_mean_squared_error: 28.7280 - output14_mean_squared_error: 21.5610 - output15_mean_squared_error: 31.6068 - output16_mean_squared_error: 21.1281 - output17_mean_squared_error: 25.2418 - output18_mean_squared_error: 14.8875 - output19_mean_squared_error: 12.9653 - output20_mean_squared_error: 16.4325 - output21_mean_squared_error: 32.3641 - output22_mean_squared_error: 23.7328 - output23_mean_squared_error: 15.9493 - output24_mean_squared_error: 23.5727 - output25_mean_squared_error: 28.9731 - output26_mean_squared_error: 15.2482 - output27_mean_squared_error: 30.8750 - output28_mean_squared_error: 25.4640 - output29_mean_squared_error: 34.2286 Epoch 681/2000 121/121 [==============================] - 0s 1ms/step - loss: 693.1408 - output00_loss: 12.8301 - output01_loss: 16.4050 - output02_loss: 25.0513 - output03_loss: 35.5280 - output04_loss: 31.4424 - output05_loss: 19.2270 - output06_loss: 25.7967 - output07_loss: 27.0609 - output08_loss: 16.0860 - output09_loss: 20.8571 - output10_loss: 19.7906 - output11_loss: 21.4050 - output12_loss: 18.8279 - output13_loss: 28.7201 - output14_loss: 21.5518 - output15_loss: 31.5977 - output16_loss: 21.1262 - output17_loss: 25.2300 - output18_loss: 14.8840 - output19_loss: 12.9607 - output20_loss: 16.4207 - output21_loss: 32.3537 - output22_loss: 23.7273 - output23_loss: 15.9469 - output24_loss: 23.5656 - output25_loss: 28.9685 - output26_loss: 15.2449 - output27_loss: 30.8681 - output28_loss: 25.4533 - output29_loss: 34.2132 - output00_mean_squared_error: 12.8301 - output01_mean_squared_error: 16.4050 - output02_mean_squared_error: 25.0513 - output03_mean_squared_error: 35.5280 - output04_mean_squared_error: 31.4424 - output05_mean_squared_error: 19.2270 - output06_mean_squared_error: 25.7967 - output07_mean_squared_error: 27.0609 - output08_mean_squared_error: 16.0860 - output09_mean_squared_error: 20.8571 - output10_mean_squared_error: 19.7906 - output11_mean_squared_error: 21.4050 - output12_mean_squared_error: 18.8279 - output13_mean_squared_error: 28.7201 - output14_mean_squared_error: 21.5518 - output15_mean_squared_error: 31.5977 - output16_mean_squared_error: 21.1262 - output17_mean_squared_error: 25.2300 - output18_mean_squared_error: 14.8840 - output19_mean_squared_error: 12.9607 - output20_mean_squared_error: 16.4207 - output21_mean_squared_error: 32.3537 - output22_mean_squared_error: 23.7273 - output23_mean_squared_error: 15.9469 - output24_mean_squared_error: 23.5656 - output25_mean_squared_error: 28.9685 - output26_mean_squared_error: 15.2449 - output27_mean_squared_error: 30.8681 - output28_mean_squared_error: 25.4533 - output29_mean_squared_error: 34.2132 Epoch 682/2000 121/121 [==============================] - 0s 501us/step - loss: 692.9144 - output00_loss: 12.8279 - output01_loss: 16.3974 - output02_loss: 25.0418 - output03_loss: 35.5167 - output04_loss: 31.4309 - output05_loss: 19.2236 - output06_loss: 25.7824 - output07_loss: 27.0482 - output08_loss: 16.0793 - output09_loss: 20.8502 - output10_loss: 19.7877 - output11_loss: 21.4014 - output12_loss: 18.8200 - output13_loss: 28.7122 - output14_loss: 21.5426 - output15_loss: 31.5886 - output16_loss: 21.1243 - output17_loss: 25.2184 - output18_loss: 14.8805 - output19_loss: 12.9561 - output20_loss: 16.4089 - output21_loss: 32.3433 - output22_loss: 23.7218 - output23_loss: 15.9446 - output24_loss: 23.5585 - output25_loss: 28.9638 - output26_loss: 15.2416 - output27_loss: 30.8612 - output28_loss: 25.4426 - output29_loss: 34.1979 - output00_mean_squared_error: 12.8279 - output01_mean_squared_error: 16.3974 - output02_mean_squared_error: 25.0418 - output03_mean_squared_error: 35.5167 - output04_mean_squared_error: 31.4309 - output05_mean_squared_error: 19.2236 - output06_mean_squared_error: 25.7824 - output07_mean_squared_error: 27.0482 - output08_mean_squared_error: 16.0793 - output09_mean_squared_error: 20.8502 - output10_mean_squared_error: 19.7877 - output11_mean_squared_error: 21.4014 - output12_mean_squared_error: 18.8200 - output13_mean_squared_error: 28.7122 - output14_mean_squared_error: 21.5426 - output15_mean_squared_error: 31.5886 - output16_mean_squared_error: 21.1243 - output17_mean_squared_error: 25.2184 - output18_mean_squared_error: 14.8805 - output19_mean_squared_error: 12.9561 - output20_mean_squared_error: 16.4089 - output21_mean_squared_error: 32.3433 - output22_mean_squared_error: 23.7218 - output23_mean_squared_error: 15.9446 - output24_mean_squared_error: 23.5585 - output25_mean_squared_error: 28.9638 - output26_mean_squared_error: 15.2416 - output27_mean_squared_error: 30.8612 - output28_mean_squared_error: 25.4426 - output29_mean_squared_error: 34.1979 Epoch 683/2000 121/121 [==============================] - 0s 915us/step - loss: 692.6885 - output00_loss: 12.8257 - output01_loss: 16.3898 - output02_loss: 25.0324 - output03_loss: 35.5055 - output04_loss: 31.4194 - output05_loss: 19.2201 - output06_loss: 25.7681 - output07_loss: 27.0355 - output08_loss: 16.0726 - output09_loss: 20.8434 - output10_loss: 19.7847 - output11_loss: 21.3978 - output12_loss: 18.8122 - output13_loss: 28.7043 - output14_loss: 21.5334 - output15_loss: 31.5795 - output16_loss: 21.1224 - output17_loss: 25.2067 - output18_loss: 14.8770 - output19_loss: 12.9514 - output20_loss: 16.3971 - output21_loss: 32.3330 - output22_loss: 23.7164 - output23_loss: 15.9423 - output24_loss: 23.5514 - output25_loss: 28.9592 - output26_loss: 15.2383 - output27_loss: 30.8544 - output28_loss: 25.4319 - output29_loss: 34.1825 - output00_mean_squared_error: 12.8257 - output01_mean_squared_error: 16.3898 - output02_mean_squared_error: 25.0324 - output03_mean_squared_error: 35.5055 - output04_mean_squared_error: 31.4194 - output05_mean_squared_error: 19.2201 - output06_mean_squared_error: 25.7681 - output07_mean_squared_error: 27.0355 - output08_mean_squared_error: 16.0726 - output09_mean_squared_error: 20.8434 - output10_mean_squared_error: 19.7847 - output11_mean_squared_error: 21.3978 - output12_mean_squared_error: 18.8122 - output13_mean_squared_error: 28.7043 - output14_mean_squared_error: 21.5334 - output15_mean_squared_error: 31.5795 - output16_mean_squared_error: 21.1224 - output17_mean_squared_error: 25.2067 - output18_mean_squared_error: 14.8770 - output19_mean_squared_error: 12.9514 - output20_mean_squared_error: 16.3971 - output21_mean_squared_error: 32.3330 - output22_mean_squared_error: 23.7164 - output23_mean_squared_error: 15.9423 - output24_mean_squared_error: 23.5514 - output25_mean_squared_error: 28.9592 - output26_mean_squared_error: 15.2383 - output27_mean_squared_error: 30.8544 - output28_mean_squared_error: 25.4319 - output29_mean_squared_error: 34.1825 Epoch 684/2000 121/121 [==============================] - 0s 1ms/step - loss: 692.4632 - output00_loss: 12.8235 - output01_loss: 16.3822 - output02_loss: 25.0230 - output03_loss: 35.4943 - output04_loss: 31.4079 - output05_loss: 19.2167 - output06_loss: 25.7538 - output07_loss: 27.0229 - output08_loss: 16.0660 - output09_loss: 20.8365 - output10_loss: 19.7817 - output11_loss: 21.3943 - output12_loss: 18.8044 - output13_loss: 28.6964 - output14_loss: 21.5242 - output15_loss: 31.5704 - output16_loss: 21.1205 - output17_loss: 25.1952 - output18_loss: 14.8735 - output19_loss: 12.9468 - output20_loss: 16.3854 - output21_loss: 32.3227 - output22_loss: 23.7110 - output23_loss: 15.9400 - output24_loss: 23.5444 - output25_loss: 28.9546 - output26_loss: 15.2351 - output27_loss: 30.8476 - output28_loss: 25.4212 - output29_loss: 34.1672 - output00_mean_squared_error: 12.8235 - output01_mean_squared_error: 16.3822 - output02_mean_squared_error: 25.0230 - output03_mean_squared_error: 35.4943 - output04_mean_squared_error: 31.4079 - output05_mean_squared_error: 19.2167 - output06_mean_squared_error: 25.7538 - output07_mean_squared_error: 27.0229 - output08_mean_squared_error: 16.0660 - output09_mean_squared_error: 20.8365 - output10_mean_squared_error: 19.7817 - output11_mean_squared_error: 21.3943 - output12_mean_squared_error: 18.8044 - output13_mean_squared_error: 28.6964 - output14_mean_squared_error: 21.5242 - output15_mean_squared_error: 31.5704 - output16_mean_squared_error: 21.1205 - output17_mean_squared_error: 25.1952 - output18_mean_squared_error: 14.8735 - output19_mean_squared_error: 12.9468 - output20_mean_squared_error: 16.3854 - output21_mean_squared_error: 32.3227 - output22_mean_squared_error: 23.7110 - output23_mean_squared_error: 15.9400 - output24_mean_squared_error: 23.5444 - output25_mean_squared_error: 28.9546 - output26_mean_squared_error: 15.2351 - output27_mean_squared_error: 30.8476 - output28_mean_squared_error: 25.4212 - output29_mean_squared_error: 34.1672 Epoch 685/2000 121/121 [==============================] - 0s 1ms/step - loss: 692.2387 - output00_loss: 12.8214 - output01_loss: 16.3747 - output02_loss: 25.0136 - output03_loss: 35.4831 - output04_loss: 31.3964 - output05_loss: 19.2133 - output06_loss: 25.7395 - output07_loss: 27.0102 - output08_loss: 16.0594 - output09_loss: 20.8297 - output10_loss: 19.7788 - output11_loss: 21.3908 - output12_loss: 18.7966 - output13_loss: 28.6885 - output14_loss: 21.5151 - output15_loss: 31.5614 - output16_loss: 21.1186 - output17_loss: 25.1836 - output18_loss: 14.8701 - output19_loss: 12.9422 - output20_loss: 16.3737 - output21_loss: 32.3124 - output22_loss: 23.7056 - output23_loss: 15.9377 - output24_loss: 23.5373 - output25_loss: 28.9500 - output26_loss: 15.2318 - output27_loss: 30.8408 - output28_loss: 25.4105 - output29_loss: 34.1519 - output00_mean_squared_error: 12.8214 - output01_mean_squared_error: 16.3747 - output02_mean_squared_error: 25.0136 - output03_mean_squared_error: 35.4831 - output04_mean_squared_error: 31.3964 - output05_mean_squared_error: 19.2133 - output06_mean_squared_error: 25.7395 - output07_mean_squared_error: 27.0102 - output08_mean_squared_error: 16.0594 - output09_mean_squared_error: 20.8297 - output10_mean_squared_error: 19.7788 - output11_mean_squared_error: 21.3908 - output12_mean_squared_error: 18.7966 - output13_mean_squared_error: 28.6885 - output14_mean_squared_error: 21.5151 - output15_mean_squared_error: 31.5614 - output16_mean_squared_error: 21.1186 - output17_mean_squared_error: 25.1836 - output18_mean_squared_error: 14.8701 - output19_mean_squared_error: 12.9422 - output20_mean_squared_error: 16.3737 - output21_mean_squared_error: 32.3124 - output22_mean_squared_error: 23.7056 - output23_mean_squared_error: 15.9377 - output24_mean_squared_error: 23.5373 - output25_mean_squared_error: 28.9500 - output26_mean_squared_error: 15.2318 - output27_mean_squared_error: 30.8408 - output28_mean_squared_error: 25.4105 - output29_mean_squared_error: 34.1519 Epoch 686/2000 121/121 [==============================] - 0s 723us/step - loss: 692.0148 - output00_loss: 12.8192 - output01_loss: 16.3672 - output02_loss: 25.0043 - output03_loss: 35.4719 - output04_loss: 31.3850 - output05_loss: 19.2099 - output06_loss: 25.7253 - output07_loss: 26.9977 - output08_loss: 16.0528 - output09_loss: 20.8229 - output10_loss: 19.7758 - output11_loss: 21.3873 - output12_loss: 18.7888 - output13_loss: 28.6807 - output14_loss: 21.5060 - output15_loss: 31.5524 - output16_loss: 21.1167 - output17_loss: 25.1721 - output18_loss: 14.8666 - output19_loss: 12.9376 - output20_loss: 16.3620 - output21_loss: 32.3022 - output22_loss: 23.7002 - output23_loss: 15.9355 - output24_loss: 23.5303 - output25_loss: 28.9455 - output26_loss: 15.2286 - output27_loss: 30.8340 - output28_loss: 25.3999 - output29_loss: 34.1366 - output00_mean_squared_error: 12.8192 - output01_mean_squared_error: 16.3672 - output02_mean_squared_error: 25.0043 - output03_mean_squared_error: 35.4719 - output04_mean_squared_error: 31.3850 - output05_mean_squared_error: 19.2099 - output06_mean_squared_error: 25.7253 - output07_mean_squared_error: 26.9977 - output08_mean_squared_error: 16.0528 - output09_mean_squared_error: 20.8229 - output10_mean_squared_error: 19.7758 - output11_mean_squared_error: 21.3873 - output12_mean_squared_error: 18.7888 - output13_mean_squared_error: 28.6807 - output14_mean_squared_error: 21.5060 - output15_mean_squared_error: 31.5524 - output16_mean_squared_error: 21.1167 - output17_mean_squared_error: 25.1721 - output18_mean_squared_error: 14.8666 - output19_mean_squared_error: 12.9376 - output20_mean_squared_error: 16.3620 - output21_mean_squared_error: 32.3022 - output22_mean_squared_error: 23.7002 - output23_mean_squared_error: 15.9355 - output24_mean_squared_error: 23.5303 - output25_mean_squared_error: 28.9455 - output26_mean_squared_error: 15.2286 - output27_mean_squared_error: 30.8340 - output28_mean_squared_error: 25.3999 - output29_mean_squared_error: 34.1366 Epoch 687/2000 121/121 [==============================] - 0s 541us/step - loss: 691.7914 - output00_loss: 12.8170 - output01_loss: 16.3596 - output02_loss: 24.9949 - output03_loss: 35.4608 - output04_loss: 31.3735 - output05_loss: 19.2065 - output06_loss: 25.7111 - output07_loss: 26.9851 - output08_loss: 16.0462 - output09_loss: 20.8162 - output10_loss: 19.7729 - output11_loss: 21.3838 - output12_loss: 18.7811 - output13_loss: 28.6728 - output14_loss: 21.4968 - output15_loss: 31.5434 - output16_loss: 21.1148 - output17_loss: 25.1607 - output18_loss: 14.8632 - output19_loss: 12.9330 - output20_loss: 16.3503 - output21_loss: 32.2920 - output22_loss: 23.6948 - output23_loss: 15.9332 - output24_loss: 23.5234 - output25_loss: 28.9409 - output26_loss: 15.2254 - output27_loss: 30.8272 - output28_loss: 25.3893 - output29_loss: 34.1213 - output00_mean_squared_error: 12.8170 - output01_mean_squared_error: 16.3596 - output02_mean_squared_error: 24.9949 - output03_mean_squared_error: 35.4608 - output04_mean_squared_error: 31.3735 - output05_mean_squared_error: 19.2065 - output06_mean_squared_error: 25.7111 - output07_mean_squared_error: 26.9851 - output08_mean_squared_error: 16.0462 - output09_mean_squared_error: 20.8162 - output10_mean_squared_error: 19.7729 - output11_mean_squared_error: 21.3838 - output12_mean_squared_error: 18.7811 - output13_mean_squared_error: 28.6728 - output14_mean_squared_error: 21.4968 - output15_mean_squared_error: 31.5434 - output16_mean_squared_error: 21.1148 - output17_mean_squared_error: 25.1607 - output18_mean_squared_error: 14.8632 - output19_mean_squared_error: 12.9330 - output20_mean_squared_error: 16.3503 - output21_mean_squared_error: 32.2920 - output22_mean_squared_error: 23.6948 - output23_mean_squared_error: 15.9332 - output24_mean_squared_error: 23.5234 - output25_mean_squared_error: 28.9409 - output26_mean_squared_error: 15.2254 - output27_mean_squared_error: 30.8272 - output28_mean_squared_error: 25.3893 - output29_mean_squared_error: 34.1213 Epoch 688/2000 121/121 [==============================] - 0s 1ms/step - loss: 691.5687 - output00_loss: 12.8149 - output01_loss: 16.3521 - output02_loss: 24.9856 - output03_loss: 35.4497 - output04_loss: 31.3621 - output05_loss: 19.2031 - output06_loss: 25.6970 - output07_loss: 26.9726 - output08_loss: 16.0397 - output09_loss: 20.8095 - output10_loss: 19.7700 - output11_loss: 21.3804 - output12_loss: 18.7733 - output13_loss: 28.6650 - output14_loss: 21.4877 - output15_loss: 31.5344 - output16_loss: 21.1130 - output17_loss: 25.1493 - output18_loss: 14.8598 - output19_loss: 12.9284 - output20_loss: 16.3387 - output21_loss: 32.2818 - output22_loss: 23.6895 - output23_loss: 15.9309 - output24_loss: 23.5164 - output25_loss: 28.9364 - output26_loss: 15.2221 - output27_loss: 30.8204 - output28_loss: 25.3787 - output29_loss: 34.1060 - output00_mean_squared_error: 12.8149 - output01_mean_squared_error: 16.3521 - output02_mean_squared_error: 24.9856 - output03_mean_squared_error: 35.4497 - output04_mean_squared_error: 31.3621 - output05_mean_squared_error: 19.2031 - output06_mean_squared_error: 25.6970 - output07_mean_squared_error: 26.9726 - output08_mean_squared_error: 16.0397 - output09_mean_squared_error: 20.8095 - output10_mean_squared_error: 19.7700 - output11_mean_squared_error: 21.3804 - output12_mean_squared_error: 18.7733 - output13_mean_squared_error: 28.6650 - output14_mean_squared_error: 21.4877 - output15_mean_squared_error: 31.5344 - output16_mean_squared_error: 21.1130 - output17_mean_squared_error: 25.1493 - output18_mean_squared_error: 14.8598 - output19_mean_squared_error: 12.9284 - output20_mean_squared_error: 16.3387 - output21_mean_squared_error: 32.2818 - output22_mean_squared_error: 23.6895 - output23_mean_squared_error: 15.9309 - output24_mean_squared_error: 23.5164 - output25_mean_squared_error: 28.9364 - output26_mean_squared_error: 15.2221 - output27_mean_squared_error: 30.8204 - output28_mean_squared_error: 25.3787 - output29_mean_squared_error: 34.1060 Epoch 689/2000 121/121 [==============================] - 0s 1ms/step - loss: 691.3467 - output00_loss: 12.8127 - output01_loss: 16.3447 - output02_loss: 24.9763 - output03_loss: 35.4387 - output04_loss: 31.3507 - output05_loss: 19.1998 - output06_loss: 25.6828 - output07_loss: 26.9601 - output08_loss: 16.0331 - output09_loss: 20.8028 - output10_loss: 19.7671 - output11_loss: 21.3769 - output12_loss: 18.7656 - output13_loss: 28.6572 - output14_loss: 21.4787 - output15_loss: 31.5254 - output16_loss: 21.1112 - output17_loss: 25.1379 - output18_loss: 14.8564 - output19_loss: 12.9238 - output20_loss: 16.3271 - output21_loss: 32.2717 - output22_loss: 23.6842 - output23_loss: 15.9287 - output24_loss: 23.5095 - output25_loss: 28.9319 - output26_loss: 15.2190 - output27_loss: 30.8137 - output28_loss: 25.3681 - output29_loss: 34.0908 - output00_mean_squared_error: 12.8127 - output01_mean_squared_error: 16.3447 - output02_mean_squared_error: 24.9763 - output03_mean_squared_error: 35.4387 - output04_mean_squared_error: 31.3507 - output05_mean_squared_error: 19.1998 - output06_mean_squared_error: 25.6828 - output07_mean_squared_error: 26.9601 - output08_mean_squared_error: 16.0331 - output09_mean_squared_error: 20.8028 - output10_mean_squared_error: 19.7671 - output11_mean_squared_error: 21.3769 - output12_mean_squared_error: 18.7656 - output13_mean_squared_error: 28.6572 - output14_mean_squared_error: 21.4787 - output15_mean_squared_error: 31.5254 - output16_mean_squared_error: 21.1112 - output17_mean_squared_error: 25.1379 - output18_mean_squared_error: 14.8564 - output19_mean_squared_error: 12.9238 - output20_mean_squared_error: 16.3271 - output21_mean_squared_error: 32.2717 - output22_mean_squared_error: 23.6842 - output23_mean_squared_error: 15.9287 - output24_mean_squared_error: 23.5095 - output25_mean_squared_error: 28.9319 - output26_mean_squared_error: 15.2190 - output27_mean_squared_error: 30.8137 - output28_mean_squared_error: 25.3681 - output29_mean_squared_error: 34.0908 Epoch 690/2000 121/121 [==============================] - 0s 982us/step - loss: 691.1252 - output00_loss: 12.8106 - output01_loss: 16.3372 - output02_loss: 24.9671 - output03_loss: 35.4277 - output04_loss: 31.3393 - output05_loss: 19.1964 - output06_loss: 25.6687 - output07_loss: 26.9477 - output08_loss: 16.0266 - output09_loss: 20.7961 - output10_loss: 19.7642 - output11_loss: 21.3735 - output12_loss: 18.7580 - output13_loss: 28.6494 - output14_loss: 21.4696 - output15_loss: 31.5165 - output16_loss: 21.1093 - output17_loss: 25.1266 - output18_loss: 14.8531 - output19_loss: 12.9192 - output20_loss: 16.3155 - output21_loss: 32.2616 - output22_loss: 23.6789 - output23_loss: 15.9265 - output24_loss: 23.5026 - output25_loss: 28.9274 - output26_loss: 15.2158 - output27_loss: 30.8070 - output28_loss: 25.3575 - output29_loss: 34.0756 - output00_mean_squared_error: 12.8106 - output01_mean_squared_error: 16.3372 - output02_mean_squared_error: 24.9671 - output03_mean_squared_error: 35.4277 - output04_mean_squared_error: 31.3393 - output05_mean_squared_error: 19.1964 - output06_mean_squared_error: 25.6687 - output07_mean_squared_error: 26.9477 - output08_mean_squared_error: 16.0266 - output09_mean_squared_error: 20.7961 - output10_mean_squared_error: 19.7642 - output11_mean_squared_error: 21.3735 - output12_mean_squared_error: 18.7580 - output13_mean_squared_error: 28.6494 - output14_mean_squared_error: 21.4696 - output15_mean_squared_error: 31.5165 - output16_mean_squared_error: 21.1093 - output17_mean_squared_error: 25.1266 - output18_mean_squared_error: 14.8531 - output19_mean_squared_error: 12.9192 - output20_mean_squared_error: 16.3155 - output21_mean_squared_error: 32.2616 - output22_mean_squared_error: 23.6789 - output23_mean_squared_error: 15.9265 - output24_mean_squared_error: 23.5026 - output25_mean_squared_error: 28.9274 - output26_mean_squared_error: 15.2158 - output27_mean_squared_error: 30.8070 - output28_mean_squared_error: 25.3575 - output29_mean_squared_error: 34.0756 Epoch 691/2000 121/121 [==============================] - 0s 810us/step - loss: 690.9045 - output00_loss: 12.8085 - output01_loss: 16.3298 - output02_loss: 24.9579 - output03_loss: 35.4167 - output04_loss: 31.3279 - output05_loss: 19.1931 - output06_loss: 25.6546 - output07_loss: 26.9352 - output08_loss: 16.0202 - output09_loss: 20.7895 - output10_loss: 19.7613 - output11_loss: 21.3701 - output12_loss: 18.7503 - output13_loss: 28.6416 - output14_loss: 21.4606 - output15_loss: 31.5076 - output16_loss: 21.1075 - output17_loss: 25.1153 - output18_loss: 14.8497 - output19_loss: 12.9147 - output20_loss: 16.3039 - output21_loss: 32.2516 - output22_loss: 23.6736 - output23_loss: 15.9242 - output24_loss: 23.4957 - output25_loss: 28.9229 - output26_loss: 15.2126 - output27_loss: 30.8003 - output28_loss: 25.3469 - output29_loss: 34.0604 - output00_mean_squared_error: 12.8085 - output01_mean_squared_error: 16.3298 - output02_mean_squared_error: 24.9579 - output03_mean_squared_error: 35.4167 - output04_mean_squared_error: 31.3279 - output05_mean_squared_error: 19.1931 - output06_mean_squared_error: 25.6546 - output07_mean_squared_error: 26.9352 - output08_mean_squared_error: 16.0202 - output09_mean_squared_error: 20.7895 - output10_mean_squared_error: 19.7613 - output11_mean_squared_error: 21.3701 - output12_mean_squared_error: 18.7503 - output13_mean_squared_error: 28.6416 - output14_mean_squared_error: 21.4606 - output15_mean_squared_error: 31.5076 - output16_mean_squared_error: 21.1075 - output17_mean_squared_error: 25.1153 - output18_mean_squared_error: 14.8497 - output19_mean_squared_error: 12.9147 - output20_mean_squared_error: 16.3039 - output21_mean_squared_error: 32.2516 - output22_mean_squared_error: 23.6736 - output23_mean_squared_error: 15.9242 - output24_mean_squared_error: 23.4957 - output25_mean_squared_error: 28.9229 - output26_mean_squared_error: 15.2126 - output27_mean_squared_error: 30.8003 - output28_mean_squared_error: 25.3469 - output29_mean_squared_error: 34.0604 Epoch 692/2000 121/121 [==============================] - 0s 1ms/step - loss: 690.6841 - output00_loss: 12.8064 - output01_loss: 16.3224 - output02_loss: 24.9487 - output03_loss: 35.4058 - output04_loss: 31.3165 - output05_loss: 19.1898 - output06_loss: 25.6405 - output07_loss: 26.9228 - output08_loss: 16.0137 - output09_loss: 20.7829 - output10_loss: 19.7585 - output11_loss: 21.3667 - output12_loss: 18.7427 - output13_loss: 28.6339 - output14_loss: 21.4516 - output15_loss: 31.4987 - output16_loss: 21.1057 - output17_loss: 25.1041 - output18_loss: 14.8464 - output19_loss: 12.9101 - output20_loss: 16.2924 - output21_loss: 32.2416 - output22_loss: 23.6683 - output23_loss: 15.9220 - output24_loss: 23.4888 - output25_loss: 28.9185 - output26_loss: 15.2095 - output27_loss: 30.7937 - output28_loss: 25.3364 - output29_loss: 34.0453 - output00_mean_squared_error: 12.8064 - output01_mean_squared_error: 16.3224 - output02_mean_squared_error: 24.9487 - output03_mean_squared_error: 35.4058 - output04_mean_squared_error: 31.3165 - output05_mean_squared_error: 19.1898 - output06_mean_squared_error: 25.6405 - output07_mean_squared_error: 26.9228 - output08_mean_squared_error: 16.0137 - output09_mean_squared_error: 20.7829 - output10_mean_squared_error: 19.7585 - output11_mean_squared_error: 21.3667 - output12_mean_squared_error: 18.7427 - output13_mean_squared_error: 28.6339 - output14_mean_squared_error: 21.4516 - output15_mean_squared_error: 31.4987 - output16_mean_squared_error: 21.1057 - output17_mean_squared_error: 25.1041 - output18_mean_squared_error: 14.8464 - output19_mean_squared_error: 12.9101 - output20_mean_squared_error: 16.2924 - output21_mean_squared_error: 32.2416 - output22_mean_squared_error: 23.6683 - output23_mean_squared_error: 15.9220 - output24_mean_squared_error: 23.4888 - output25_mean_squared_error: 28.9185 - output26_mean_squared_error: 15.2095 - output27_mean_squared_error: 30.7937 - output28_mean_squared_error: 25.3364 - output29_mean_squared_error: 34.0453 Epoch 693/2000 121/121 [==============================] - 0s 996us/step - loss: 690.4645 - output00_loss: 12.8043 - output01_loss: 16.3150 - output02_loss: 24.9395 - output03_loss: 35.3949 - output04_loss: 31.3052 - output05_loss: 19.1865 - output06_loss: 25.6265 - output07_loss: 26.9105 - output08_loss: 16.0073 - output09_loss: 20.7763 - output10_loss: 19.7556 - output11_loss: 21.3633 - output12_loss: 18.7351 - output13_loss: 28.6261 - output14_loss: 21.4426 - output15_loss: 31.4898 - output16_loss: 21.1039 - output17_loss: 25.0929 - output18_loss: 14.8430 - output19_loss: 12.9056 - output20_loss: 16.2809 - output21_loss: 32.2316 - output22_loss: 23.6631 - output23_loss: 15.9198 - output24_loss: 23.4820 - output25_loss: 28.9141 - output26_loss: 15.2063 - output27_loss: 30.7870 - output28_loss: 25.3259 - output29_loss: 34.0301 - output00_mean_squared_error: 12.8043 - output01_mean_squared_error: 16.3150 - output02_mean_squared_error: 24.9395 - output03_mean_squared_error: 35.3949 - output04_mean_squared_error: 31.3052 - output05_mean_squared_error: 19.1865 - output06_mean_squared_error: 25.6265 - output07_mean_squared_error: 26.9105 - output08_mean_squared_error: 16.0073 - output09_mean_squared_error: 20.7763 - output10_mean_squared_error: 19.7556 - output11_mean_squared_error: 21.3633 - output12_mean_squared_error: 18.7351 - output13_mean_squared_error: 28.6261 - output14_mean_squared_error: 21.4426 - output15_mean_squared_error: 31.4898 - output16_mean_squared_error: 21.1039 - output17_mean_squared_error: 25.0929 - output18_mean_squared_error: 14.8430 - output19_mean_squared_error: 12.9056 - output20_mean_squared_error: 16.2809 - output21_mean_squared_error: 32.2316 - output22_mean_squared_error: 23.6631 - output23_mean_squared_error: 15.9198 - output24_mean_squared_error: 23.4820 - output25_mean_squared_error: 28.9141 - output26_mean_squared_error: 15.2063 - output27_mean_squared_error: 30.7870 - output28_mean_squared_error: 25.3259 - output29_mean_squared_error: 34.0301 Epoch 694/2000 121/121 [==============================] - 0s 846us/step - loss: 690.2456 - output00_loss: 12.8022 - output01_loss: 16.3076 - output02_loss: 24.9303 - output03_loss: 35.3840 - output04_loss: 31.2938 - output05_loss: 19.1833 - output06_loss: 25.6125 - output07_loss: 26.8981 - output08_loss: 16.0008 - output09_loss: 20.7698 - output10_loss: 19.7528 - output11_loss: 21.3600 - output12_loss: 18.7276 - output13_loss: 28.6184 - output14_loss: 21.4336 - output15_loss: 31.4809 - output16_loss: 21.1021 - output17_loss: 25.0818 - output18_loss: 14.8397 - output19_loss: 12.9010 - output20_loss: 16.2694 - output21_loss: 32.2217 - output22_loss: 23.6578 - output23_loss: 15.9176 - output24_loss: 23.4752 - output25_loss: 28.9096 - output26_loss: 15.2032 - output27_loss: 30.7804 - output28_loss: 25.3154 - output29_loss: 34.0150 - output00_mean_squared_error: 12.8022 - output01_mean_squared_error: 16.3076 - output02_mean_squared_error: 24.9303 - output03_mean_squared_error: 35.3840 - output04_mean_squared_error: 31.2938 - output05_mean_squared_error: 19.1833 - output06_mean_squared_error: 25.6125 - output07_mean_squared_error: 26.8981 - output08_mean_squared_error: 16.0008 - output09_mean_squared_error: 20.7698 - output10_mean_squared_error: 19.7528 - output11_mean_squared_error: 21.3600 - output12_mean_squared_error: 18.7276 - output13_mean_squared_error: 28.6184 - output14_mean_squared_error: 21.4336 - output15_mean_squared_error: 31.4809 - output16_mean_squared_error: 21.1021 - output17_mean_squared_error: 25.0818 - output18_mean_squared_error: 14.8397 - output19_mean_squared_error: 12.9010 - output20_mean_squared_error: 16.2694 - output21_mean_squared_error: 32.2217 - output22_mean_squared_error: 23.6578 - output23_mean_squared_error: 15.9176 - output24_mean_squared_error: 23.4752 - output25_mean_squared_error: 28.9096 - output26_mean_squared_error: 15.2032 - output27_mean_squared_error: 30.7804 - output28_mean_squared_error: 25.3154 - output29_mean_squared_error: 34.0150 Epoch 695/2000 121/121 [==============================] - 0s 939us/step - loss: 690.0272 - output00_loss: 12.8001 - output01_loss: 16.3002 - output02_loss: 24.9212 - output03_loss: 35.3731 - output04_loss: 31.2825 - output05_loss: 19.1800 - output06_loss: 25.5985 - output07_loss: 26.8858 - output08_loss: 15.9944 - output09_loss: 20.7632 - output10_loss: 19.7500 - output11_loss: 21.3567 - output12_loss: 18.7200 - output13_loss: 28.6106 - output14_loss: 21.4246 - output15_loss: 31.4721 - output16_loss: 21.1003 - output17_loss: 25.0707 - output18_loss: 14.8364 - output19_loss: 12.8965 - output20_loss: 16.2580 - output21_loss: 32.2118 - output22_loss: 23.6526 - output23_loss: 15.9154 - output24_loss: 23.4684 - output25_loss: 28.9052 - output26_loss: 15.2001 - output27_loss: 30.7738 - output28_loss: 25.3049 - output29_loss: 33.9999 - output00_mean_squared_error: 12.8001 - output01_mean_squared_error: 16.3002 - output02_mean_squared_error: 24.9212 - output03_mean_squared_error: 35.3731 - output04_mean_squared_error: 31.2825 - output05_mean_squared_error: 19.1800 - output06_mean_squared_error: 25.5985 - output07_mean_squared_error: 26.8858 - output08_mean_squared_error: 15.9944 - output09_mean_squared_error: 20.7632 - output10_mean_squared_error: 19.7500 - output11_mean_squared_error: 21.3567 - output12_mean_squared_error: 18.7200 - output13_mean_squared_error: 28.6106 - output14_mean_squared_error: 21.4246 - output15_mean_squared_error: 31.4721 - output16_mean_squared_error: 21.1003 - output17_mean_squared_error: 25.0707 - output18_mean_squared_error: 14.8364 - output19_mean_squared_error: 12.8965 - output20_mean_squared_error: 16.2580 - output21_mean_squared_error: 32.2118 - output22_mean_squared_error: 23.6526 - output23_mean_squared_error: 15.9154 - output24_mean_squared_error: 23.4684 - output25_mean_squared_error: 28.9052 - output26_mean_squared_error: 15.2001 - output27_mean_squared_error: 30.7738 - output28_mean_squared_error: 25.3049 - output29_mean_squared_error: 33.9999 Epoch 696/2000 121/121 [==============================] - 0s 851us/step - loss: 689.8094 - output00_loss: 12.7981 - output01_loss: 16.2929 - output02_loss: 24.9121 - output03_loss: 35.3623 - output04_loss: 31.2712 - output05_loss: 19.1768 - output06_loss: 25.5845 - output07_loss: 26.8736 - output08_loss: 15.9881 - output09_loss: 20.7568 - output10_loss: 19.7472 - output11_loss: 21.3533 - output12_loss: 18.7125 - output13_loss: 28.6029 - output14_loss: 21.4157 - output15_loss: 31.4632 - output16_loss: 21.0985 - output17_loss: 25.0596 - output18_loss: 14.8331 - output19_loss: 12.8919 - output20_loss: 16.2465 - output21_loss: 32.2020 - output22_loss: 23.6474 - output23_loss: 15.9132 - output24_loss: 23.4616 - output25_loss: 28.9009 - output26_loss: 15.1970 - output27_loss: 30.7672 - output28_loss: 25.2944 - output29_loss: 33.9848 - output00_mean_squared_error: 12.7981 - output01_mean_squared_error: 16.2929 - output02_mean_squared_error: 24.9121 - output03_mean_squared_error: 35.3623 - output04_mean_squared_error: 31.2712 - output05_mean_squared_error: 19.1768 - output06_mean_squared_error: 25.5845 - output07_mean_squared_error: 26.8736 - output08_mean_squared_error: 15.9881 - output09_mean_squared_error: 20.7568 - output10_mean_squared_error: 19.7472 - output11_mean_squared_error: 21.3533 - output12_mean_squared_error: 18.7125 - output13_mean_squared_error: 28.6029 - output14_mean_squared_error: 21.4157 - output15_mean_squared_error: 31.4632 - output16_mean_squared_error: 21.0985 - output17_mean_squared_error: 25.0596 - output18_mean_squared_error: 14.8331 - output19_mean_squared_error: 12.8919 - output20_mean_squared_error: 16.2465 - output21_mean_squared_error: 32.2020 - output22_mean_squared_error: 23.6474 - output23_mean_squared_error: 15.9132 - output24_mean_squared_error: 23.4616 - output25_mean_squared_error: 28.9009 - output26_mean_squared_error: 15.1970 - output27_mean_squared_error: 30.7672 - output28_mean_squared_error: 25.2944 - output29_mean_squared_error: 33.9848 Epoch 697/2000 121/121 [==============================] - 0s 965us/step - loss: 689.5922 - output00_loss: 12.7960 - output01_loss: 16.2856 - output02_loss: 24.9030 - output03_loss: 35.3516 - output04_loss: 31.2599 - output05_loss: 19.1736 - output06_loss: 25.5706 - output07_loss: 26.8613 - output08_loss: 15.9817 - output09_loss: 20.7503 - output10_loss: 19.7443 - output11_loss: 21.3500 - output12_loss: 18.7050 - output13_loss: 28.5952 - output14_loss: 21.4067 - output15_loss: 31.4544 - output16_loss: 21.0967 - output17_loss: 25.0486 - output18_loss: 14.8299 - output19_loss: 12.8874 - output20_loss: 16.2351 - output21_loss: 32.1921 - output22_loss: 23.6423 - output23_loss: 15.9111 - output24_loss: 23.4549 - output25_loss: 28.8965 - output26_loss: 15.1939 - output27_loss: 30.7606 - output28_loss: 25.2840 - output29_loss: 33.9698 - output00_mean_squared_error: 12.7960 - output01_mean_squared_error: 16.2856 - output02_mean_squared_error: 24.9030 - output03_mean_squared_error: 35.3516 - output04_mean_squared_error: 31.2599 - output05_mean_squared_error: 19.1736 - output06_mean_squared_error: 25.5706 - output07_mean_squared_error: 26.8613 - output08_mean_squared_error: 15.9817 - output09_mean_squared_error: 20.7503 - output10_mean_squared_error: 19.7443 - output11_mean_squared_error: 21.3500 - output12_mean_squared_error: 18.7050 - output13_mean_squared_error: 28.5952 - output14_mean_squared_error: 21.4067 - output15_mean_squared_error: 31.4544 - output16_mean_squared_error: 21.0967 - output17_mean_squared_error: 25.0486 - output18_mean_squared_error: 14.8299 - output19_mean_squared_error: 12.8874 - output20_mean_squared_error: 16.2351 - output21_mean_squared_error: 32.1921 - output22_mean_squared_error: 23.6423 - output23_mean_squared_error: 15.9111 - output24_mean_squared_error: 23.4549 - output25_mean_squared_error: 28.8965 - output26_mean_squared_error: 15.1939 - output27_mean_squared_error: 30.7606 - output28_mean_squared_error: 25.2840 - output29_mean_squared_error: 33.9698 Epoch 698/2000 121/121 [==============================] - 0s 829us/step - loss: 689.3757 - output00_loss: 12.7940 - output01_loss: 16.2782 - output02_loss: 24.8940 - output03_loss: 35.3408 - output04_loss: 31.2486 - output05_loss: 19.1704 - output06_loss: 25.5567 - output07_loss: 26.8491 - output08_loss: 15.9754 - output09_loss: 20.7439 - output10_loss: 19.7416 - output11_loss: 21.3468 - output12_loss: 18.6975 - output13_loss: 28.5875 - output14_loss: 21.3978 - output15_loss: 31.4456 - output16_loss: 21.0950 - output17_loss: 25.0376 - output18_loss: 14.8266 - output19_loss: 12.8829 - output20_loss: 16.2238 - output21_loss: 32.1824 - output22_loss: 23.6371 - output23_loss: 15.9089 - output24_loss: 23.4482 - output25_loss: 28.8922 - output26_loss: 15.1909 - output27_loss: 30.7541 - output28_loss: 25.2735 - output29_loss: 33.9547 - output00_mean_squared_error: 12.7940 - output01_mean_squared_error: 16.2782 - output02_mean_squared_error: 24.8940 - output03_mean_squared_error: 35.3408 - output04_mean_squared_error: 31.2486 - output05_mean_squared_error: 19.1704 - output06_mean_squared_error: 25.5567 - output07_mean_squared_error: 26.8491 - output08_mean_squared_error: 15.9754 - output09_mean_squared_error: 20.7439 - output10_mean_squared_error: 19.7416 - output11_mean_squared_error: 21.3468 - output12_mean_squared_error: 18.6975 - output13_mean_squared_error: 28.5875 - output14_mean_squared_error: 21.3978 - output15_mean_squared_error: 31.4456 - output16_mean_squared_error: 21.0950 - output17_mean_squared_error: 25.0376 - output18_mean_squared_error: 14.8266 - output19_mean_squared_error: 12.8829 - output20_mean_squared_error: 16.2238 - output21_mean_squared_error: 32.1824 - output22_mean_squared_error: 23.6371 - output23_mean_squared_error: 15.9089 - output24_mean_squared_error: 23.4482 - output25_mean_squared_error: 28.8922 - output26_mean_squared_error: 15.1909 - output27_mean_squared_error: 30.7541 - output28_mean_squared_error: 25.2735 - output29_mean_squared_error: 33.9547 Epoch 699/2000 121/121 [==============================] - 0s 893us/step - loss: 689.1597 - output00_loss: 12.7919 - output01_loss: 16.2710 - output02_loss: 24.8849 - output03_loss: 35.3301 - output04_loss: 31.2374 - output05_loss: 19.1672 - output06_loss: 25.5428 - output07_loss: 26.8369 - output08_loss: 15.9690 - output09_loss: 20.7375 - output10_loss: 19.7388 - output11_loss: 21.3435 - output12_loss: 18.6901 - output13_loss: 28.5799 - output14_loss: 21.3889 - output15_loss: 31.4368 - output16_loss: 21.0932 - output17_loss: 25.0267 - output18_loss: 14.8234 - output19_loss: 12.8784 - output20_loss: 16.2124 - output21_loss: 32.1726 - output22_loss: 23.6320 - output23_loss: 15.9067 - output24_loss: 23.4415 - output25_loss: 28.8878 - output26_loss: 15.1878 - output27_loss: 30.7476 - output28_loss: 25.2631 - output29_loss: 33.9397 - output00_mean_squared_error: 12.7919 - output01_mean_squared_error: 16.2710 - output02_mean_squared_error: 24.8849 - output03_mean_squared_error: 35.3301 - output04_mean_squared_error: 31.2374 - output05_mean_squared_error: 19.1672 - output06_mean_squared_error: 25.5428 - output07_mean_squared_error: 26.8369 - output08_mean_squared_error: 15.9690 - output09_mean_squared_error: 20.7375 - output10_mean_squared_error: 19.7388 - output11_mean_squared_error: 21.3435 - output12_mean_squared_error: 18.6901 - output13_mean_squared_error: 28.5799 - output14_mean_squared_error: 21.3889 - output15_mean_squared_error: 31.4368 - output16_mean_squared_error: 21.0932 - output17_mean_squared_error: 25.0267 - output18_mean_squared_error: 14.8234 - output19_mean_squared_error: 12.8784 - output20_mean_squared_error: 16.2124 - output21_mean_squared_error: 32.1726 - output22_mean_squared_error: 23.6320 - output23_mean_squared_error: 15.9067 - output24_mean_squared_error: 23.4415 - output25_mean_squared_error: 28.8878 - output26_mean_squared_error: 15.1878 - output27_mean_squared_error: 30.7476 - output28_mean_squared_error: 25.2631 - output29_mean_squared_error: 33.9397 Epoch 700/2000 121/121 [==============================] - 0s 886us/step - loss: 688.9443 - output00_loss: 12.7899 - output01_loss: 16.2637 - output02_loss: 24.8759 - output03_loss: 35.3194 - output04_loss: 31.2261 - output05_loss: 19.1640 - output06_loss: 25.5290 - output07_loss: 26.8248 - output08_loss: 15.9628 - output09_loss: 20.7311 - output10_loss: 19.7360 - output11_loss: 21.3403 - output12_loss: 18.6827 - output13_loss: 28.5722 - output14_loss: 21.3800 - output15_loss: 31.4281 - output16_loss: 21.0915 - output17_loss: 25.0158 - output18_loss: 14.8202 - output19_loss: 12.8738 - output20_loss: 16.2011 - output21_loss: 32.1629 - output22_loss: 23.6269 - output23_loss: 15.9046 - output24_loss: 23.4348 - output25_loss: 28.8835 - output26_loss: 15.1848 - output27_loss: 30.7411 - output28_loss: 25.2527 - output29_loss: 33.9247 - output00_mean_squared_error: 12.7899 - output01_mean_squared_error: 16.2637 - output02_mean_squared_error: 24.8759 - output03_mean_squared_error: 35.3194 - output04_mean_squared_error: 31.2261 - output05_mean_squared_error: 19.1640 - output06_mean_squared_error: 25.5290 - output07_mean_squared_error: 26.8248 - output08_mean_squared_error: 15.9628 - output09_mean_squared_error: 20.7311 - output10_mean_squared_error: 19.7360 - output11_mean_squared_error: 21.3403 - output12_mean_squared_error: 18.6827 - output13_mean_squared_error: 28.5722 - output14_mean_squared_error: 21.3800 - output15_mean_squared_error: 31.4281 - output16_mean_squared_error: 21.0915 - output17_mean_squared_error: 25.0158 - output18_mean_squared_error: 14.8202 - output19_mean_squared_error: 12.8738 - output20_mean_squared_error: 16.2011 - output21_mean_squared_error: 32.1629 - output22_mean_squared_error: 23.6269 - output23_mean_squared_error: 15.9046 - output24_mean_squared_error: 23.4348 - output25_mean_squared_error: 28.8835 - output26_mean_squared_error: 15.1848 - output27_mean_squared_error: 30.7411 - output28_mean_squared_error: 25.2527 - output29_mean_squared_error: 33.9247 Epoch 701/2000 121/121 [==============================] - 0s 1ms/step - loss: 688.7296 - output00_loss: 12.7879 - output01_loss: 16.2564 - output02_loss: 24.8669 - output03_loss: 35.3088 - output04_loss: 31.2149 - output05_loss: 19.1608 - output06_loss: 25.5151 - output07_loss: 26.8127 - output08_loss: 15.9565 - output09_loss: 20.7247 - output10_loss: 19.7332 - output11_loss: 21.3370 - output12_loss: 18.6753 - output13_loss: 28.5646 - output14_loss: 21.3712 - output15_loss: 31.4193 - output16_loss: 21.0897 - output17_loss: 25.0050 - output18_loss: 14.8170 - output19_loss: 12.8693 - output20_loss: 16.1898 - output21_loss: 32.1533 - output22_loss: 23.6218 - output23_loss: 15.9025 - output24_loss: 23.4281 - output25_loss: 28.8792 - output26_loss: 15.1817 - output27_loss: 30.7346 - output28_loss: 25.2423 - output29_loss: 33.9098 - output00_mean_squared_error: 12.7879 - output01_mean_squared_error: 16.2564 - output02_mean_squared_error: 24.8669 - output03_mean_squared_error: 35.3088 - output04_mean_squared_error: 31.2149 - output05_mean_squared_error: 19.1608 - output06_mean_squared_error: 25.5151 - output07_mean_squared_error: 26.8127 - output08_mean_squared_error: 15.9565 - output09_mean_squared_error: 20.7247 - output10_mean_squared_error: 19.7332 - output11_mean_squared_error: 21.3370 - output12_mean_squared_error: 18.6753 - output13_mean_squared_error: 28.5646 - output14_mean_squared_error: 21.3712 - output15_mean_squared_error: 31.4193 - output16_mean_squared_error: 21.0897 - output17_mean_squared_error: 25.0050 - output18_mean_squared_error: 14.8170 - output19_mean_squared_error: 12.8693 - output20_mean_squared_error: 16.1898 - output21_mean_squared_error: 32.1533 - output22_mean_squared_error: 23.6218 - output23_mean_squared_error: 15.9025 - output24_mean_squared_error: 23.4281 - output25_mean_squared_error: 28.8792 - output26_mean_squared_error: 15.1817 - output27_mean_squared_error: 30.7346 - output28_mean_squared_error: 25.2423 - output29_mean_squared_error: 33.9098 Epoch 702/2000 121/121 [==============================] - 0s 808us/step - loss: 688.5153 - output00_loss: 12.7859 - output01_loss: 16.2492 - output02_loss: 24.8580 - output03_loss: 35.2982 - output04_loss: 31.2037 - output05_loss: 19.1577 - output06_loss: 25.5013 - output07_loss: 26.8006 - output08_loss: 15.9502 - output09_loss: 20.7184 - output10_loss: 19.7305 - output11_loss: 21.3338 - output12_loss: 18.6679 - output13_loss: 28.5569 - output14_loss: 21.3623 - output15_loss: 31.4106 - output16_loss: 21.0880 - output17_loss: 24.9942 - output18_loss: 14.8138 - output19_loss: 12.8648 - output20_loss: 16.1786 - output21_loss: 32.1436 - output22_loss: 23.6167 - output23_loss: 15.9003 - output24_loss: 23.4215 - output25_loss: 28.8750 - output26_loss: 15.1787 - output27_loss: 30.7281 - output28_loss: 25.2320 - output29_loss: 33.8948 - output00_mean_squared_error: 12.7859 - output01_mean_squared_error: 16.2492 - output02_mean_squared_error: 24.8580 - output03_mean_squared_error: 35.2982 - output04_mean_squared_error: 31.2037 - output05_mean_squared_error: 19.1577 - output06_mean_squared_error: 25.5013 - output07_mean_squared_error: 26.8006 - output08_mean_squared_error: 15.9502 - output09_mean_squared_error: 20.7184 - output10_mean_squared_error: 19.7305 - output11_mean_squared_error: 21.3338 - output12_mean_squared_error: 18.6679 - output13_mean_squared_error: 28.5569 - output14_mean_squared_error: 21.3623 - output15_mean_squared_error: 31.4106 - output16_mean_squared_error: 21.0880 - output17_mean_squared_error: 24.9942 - output18_mean_squared_error: 14.8138 - output19_mean_squared_error: 12.8648 - output20_mean_squared_error: 16.1786 - output21_mean_squared_error: 32.1436 - output22_mean_squared_error: 23.6167 - output23_mean_squared_error: 15.9003 - output24_mean_squared_error: 23.4215 - output25_mean_squared_error: 28.8750 - output26_mean_squared_error: 15.1787 - output27_mean_squared_error: 30.7281 - output28_mean_squared_error: 25.2320 - output29_mean_squared_error: 33.8948 Epoch 703/2000 121/121 [==============================] - 0s 1ms/step - loss: 688.3018 - output00_loss: 12.7839 - output01_loss: 16.2420 - output02_loss: 24.8490 - output03_loss: 35.2876 - output04_loss: 31.1925 - output05_loss: 19.1546 - output06_loss: 25.4876 - output07_loss: 26.7885 - output08_loss: 15.9440 - output09_loss: 20.7121 - output10_loss: 19.7278 - output11_loss: 21.3306 - output12_loss: 18.6606 - output13_loss: 28.5493 - output14_loss: 21.3535 - output15_loss: 31.4019 - output16_loss: 21.0863 - output17_loss: 24.9834 - output18_loss: 14.8106 - output19_loss: 12.8603 - output20_loss: 16.1673 - output21_loss: 32.1341 - output22_loss: 23.6116 - output23_loss: 15.8982 - output24_loss: 23.4149 - output25_loss: 28.8707 - output26_loss: 15.1757 - output27_loss: 30.7217 - output28_loss: 25.2216 - output29_loss: 33.8799 - output00_mean_squared_error: 12.7839 - output01_mean_squared_error: 16.2420 - output02_mean_squared_error: 24.8490 - output03_mean_squared_error: 35.2876 - output04_mean_squared_error: 31.1925 - output05_mean_squared_error: 19.1546 - output06_mean_squared_error: 25.4876 - output07_mean_squared_error: 26.7885 - output08_mean_squared_error: 15.9440 - output09_mean_squared_error: 20.7121 - output10_mean_squared_error: 19.7278 - output11_mean_squared_error: 21.3306 - output12_mean_squared_error: 18.6606 - output13_mean_squared_error: 28.5493 - output14_mean_squared_error: 21.3535 - output15_mean_squared_error: 31.4019 - output16_mean_squared_error: 21.0863 - output17_mean_squared_error: 24.9834 - output18_mean_squared_error: 14.8106 - output19_mean_squared_error: 12.8603 - output20_mean_squared_error: 16.1673 - output21_mean_squared_error: 32.1341 - output22_mean_squared_error: 23.6116 - output23_mean_squared_error: 15.8982 - output24_mean_squared_error: 23.4149 - output25_mean_squared_error: 28.8707 - output26_mean_squared_error: 15.1757 - output27_mean_squared_error: 30.7217 - output28_mean_squared_error: 25.2216 - output29_mean_squared_error: 33.8799 Epoch 704/2000 121/121 [==============================] - 0s 2ms/step - loss: 688.0887 - output00_loss: 12.7819 - output01_loss: 16.2348 - output02_loss: 24.8401 - output03_loss: 35.2770 - output04_loss: 31.1813 - output05_loss: 19.1514 - output06_loss: 25.4738 - output07_loss: 26.7765 - output08_loss: 15.9378 - output09_loss: 20.7058 - output10_loss: 19.7250 - output11_loss: 21.3274 - output12_loss: 18.6532 - output13_loss: 28.5417 - output14_loss: 21.3447 - output15_loss: 31.3932 - output16_loss: 21.0846 - output17_loss: 24.9727 - output18_loss: 14.8074 - output19_loss: 12.8559 - output20_loss: 16.1561 - output21_loss: 32.1245 - output22_loss: 23.6066 - output23_loss: 15.8961 - output24_loss: 23.4083 - output25_loss: 28.8665 - output26_loss: 15.1727 - output27_loss: 30.7153 - output28_loss: 25.2113 - output29_loss: 33.8650 - output00_mean_squared_error: 12.7819 - output01_mean_squared_error: 16.2348 - output02_mean_squared_error: 24.8401 - output03_mean_squared_error: 35.2770 - output04_mean_squared_error: 31.1813 - output05_mean_squared_error: 19.1514 - output06_mean_squared_error: 25.4738 - output07_mean_squared_error: 26.7765 - output08_mean_squared_error: 15.9378 - output09_mean_squared_error: 20.7058 - output10_mean_squared_error: 19.7250 - output11_mean_squared_error: 21.3274 - output12_mean_squared_error: 18.6532 - output13_mean_squared_error: 28.5417 - output14_mean_squared_error: 21.3447 - output15_mean_squared_error: 31.3932 - output16_mean_squared_error: 21.0846 - output17_mean_squared_error: 24.9727 - output18_mean_squared_error: 14.8074 - output19_mean_squared_error: 12.8559 - output20_mean_squared_error: 16.1561 - output21_mean_squared_error: 32.1245 - output22_mean_squared_error: 23.6066 - output23_mean_squared_error: 15.8961 - output24_mean_squared_error: 23.4083 - output25_mean_squared_error: 28.8665 - output26_mean_squared_error: 15.1727 - output27_mean_squared_error: 30.7153 - output28_mean_squared_error: 25.2113 - output29_mean_squared_error: 33.8650 Epoch 705/2000 121/121 [==============================] - 0s 677us/step - loss: 687.8763 - output00_loss: 12.7799 - output01_loss: 16.2276 - output02_loss: 24.8313 - output03_loss: 35.2665 - output04_loss: 31.1701 - output05_loss: 19.1483 - output06_loss: 25.4601 - output07_loss: 26.7645 - output08_loss: 15.9316 - output09_loss: 20.6996 - output10_loss: 19.7223 - output11_loss: 21.3243 - output12_loss: 18.6459 - output13_loss: 28.5341 - output14_loss: 21.3359 - output15_loss: 31.3846 - output16_loss: 21.0829 - output17_loss: 24.9620 - output18_loss: 14.8043 - output19_loss: 12.8514 - output20_loss: 16.1450 - output21_loss: 32.1150 - output22_loss: 23.6016 - output23_loss: 15.8940 - output24_loss: 23.4017 - output25_loss: 28.8622 - output26_loss: 15.1698 - output27_loss: 30.7088 - output28_loss: 25.2010 - output29_loss: 33.8501 - output00_mean_squared_error: 12.7799 - output01_mean_squared_error: 16.2276 - output02_mean_squared_error: 24.8313 - output03_mean_squared_error: 35.2665 - output04_mean_squared_error: 31.1701 - output05_mean_squared_error: 19.1483 - output06_mean_squared_error: 25.4601 - output07_mean_squared_error: 26.7645 - output08_mean_squared_error: 15.9316 - output09_mean_squared_error: 20.6996 - output10_mean_squared_error: 19.7223 - output11_mean_squared_error: 21.3243 - output12_mean_squared_error: 18.6459 - output13_mean_squared_error: 28.5341 - output14_mean_squared_error: 21.3359 - output15_mean_squared_error: 31.3846 - output16_mean_squared_error: 21.0829 - output17_mean_squared_error: 24.9620 - output18_mean_squared_error: 14.8043 - output19_mean_squared_error: 12.8514 - output20_mean_squared_error: 16.1450 - output21_mean_squared_error: 32.1150 - output22_mean_squared_error: 23.6016 - output23_mean_squared_error: 15.8940 - output24_mean_squared_error: 23.4017 - output25_mean_squared_error: 28.8622 - output26_mean_squared_error: 15.1698 - output27_mean_squared_error: 30.7088 - output28_mean_squared_error: 25.2010 - output29_mean_squared_error: 33.8501 Epoch 706/2000 121/121 [==============================] - 0s 476us/step - loss: 687.6645 - output00_loss: 12.7779 - output01_loss: 16.2205 - output02_loss: 24.8224 - output03_loss: 35.2560 - output04_loss: 31.1590 - output05_loss: 19.1453 - output06_loss: 25.4464 - output07_loss: 26.7525 - output08_loss: 15.9254 - output09_loss: 20.6934 - output10_loss: 19.7196 - output11_loss: 21.3211 - output12_loss: 18.6387 - output13_loss: 28.5265 - output14_loss: 21.3271 - output15_loss: 31.3759 - output16_loss: 21.0812 - output17_loss: 24.9513 - output18_loss: 14.8011 - output19_loss: 12.8469 - output20_loss: 16.1338 - output21_loss: 32.1055 - output22_loss: 23.5966 - output23_loss: 15.8919 - output24_loss: 23.3951 - output25_loss: 28.8580 - output26_loss: 15.1668 - output27_loss: 30.7025 - output28_loss: 25.1907 - output29_loss: 33.8353 - output00_mean_squared_error: 12.7779 - output01_mean_squared_error: 16.2205 - output02_mean_squared_error: 24.8224 - output03_mean_squared_error: 35.2560 - output04_mean_squared_error: 31.1590 - output05_mean_squared_error: 19.1453 - output06_mean_squared_error: 25.4464 - output07_mean_squared_error: 26.7525 - output08_mean_squared_error: 15.9254 - output09_mean_squared_error: 20.6934 - output10_mean_squared_error: 19.7196 - output11_mean_squared_error: 21.3211 - output12_mean_squared_error: 18.6387 - output13_mean_squared_error: 28.5265 - output14_mean_squared_error: 21.3271 - output15_mean_squared_error: 31.3759 - output16_mean_squared_error: 21.0812 - output17_mean_squared_error: 24.9513 - output18_mean_squared_error: 14.8011 - output19_mean_squared_error: 12.8469 - output20_mean_squared_error: 16.1338 - output21_mean_squared_error: 32.1055 - output22_mean_squared_error: 23.5966 - output23_mean_squared_error: 15.8919 - output24_mean_squared_error: 23.3951 - output25_mean_squared_error: 28.8580 - output26_mean_squared_error: 15.1668 - output27_mean_squared_error: 30.7025 - output28_mean_squared_error: 25.1907 - output29_mean_squared_error: 33.8353 Epoch 707/2000 121/121 [==============================] - 0s 1ms/step - loss: 687.4533 - output00_loss: 12.7760 - output01_loss: 16.2133 - output02_loss: 24.8136 - output03_loss: 35.2456 - output04_loss: 31.1478 - output05_loss: 19.1422 - output06_loss: 25.4327 - output07_loss: 26.7406 - output08_loss: 15.9192 - output09_loss: 20.6872 - output10_loss: 19.7169 - output11_loss: 21.3180 - output12_loss: 18.6314 - output13_loss: 28.5190 - output14_loss: 21.3184 - output15_loss: 31.3673 - output16_loss: 21.0795 - output17_loss: 24.9407 - output18_loss: 14.7980 - output19_loss: 12.8424 - output20_loss: 16.1227 - output21_loss: 32.0961 - output22_loss: 23.5916 - output23_loss: 15.8898 - output24_loss: 23.3886 - output25_loss: 28.8538 - output26_loss: 15.1639 - output27_loss: 30.6961 - output28_loss: 25.1804 - output29_loss: 33.8204 - output00_mean_squared_error: 12.7760 - output01_mean_squared_error: 16.2133 - output02_mean_squared_error: 24.8136 - output03_mean_squared_error: 35.2456 - output04_mean_squared_error: 31.1478 - output05_mean_squared_error: 19.1422 - output06_mean_squared_error: 25.4327 - output07_mean_squared_error: 26.7406 - output08_mean_squared_error: 15.9192 - output09_mean_squared_error: 20.6872 - output10_mean_squared_error: 19.7169 - output11_mean_squared_error: 21.3180 - output12_mean_squared_error: 18.6314 - output13_mean_squared_error: 28.5190 - output14_mean_squared_error: 21.3184 - output15_mean_squared_error: 31.3673 - output16_mean_squared_error: 21.0795 - output17_mean_squared_error: 24.9407 - output18_mean_squared_error: 14.7980 - output19_mean_squared_error: 12.8424 - output20_mean_squared_error: 16.1227 - output21_mean_squared_error: 32.0961 - output22_mean_squared_error: 23.5916 - output23_mean_squared_error: 15.8898 - output24_mean_squared_error: 23.3886 - output25_mean_squared_error: 28.8538 - output26_mean_squared_error: 15.1639 - output27_mean_squared_error: 30.6961 - output28_mean_squared_error: 25.1804 - output29_mean_squared_error: 33.8204 Epoch 708/2000 121/121 [==============================] - 0s 642us/step - loss: 687.2427 - output00_loss: 12.7740 - output01_loss: 16.2062 - output02_loss: 24.8047 - output03_loss: 35.2352 - output04_loss: 31.1367 - output05_loss: 19.1391 - output06_loss: 25.4191 - output07_loss: 26.7287 - output08_loss: 15.9131 - output09_loss: 20.6810 - output10_loss: 19.7142 - output11_loss: 21.3149 - output12_loss: 18.6242 - output13_loss: 28.5114 - output14_loss: 21.3097 - output15_loss: 31.3587 - output16_loss: 21.0778 - output17_loss: 24.9302 - output18_loss: 14.7949 - output19_loss: 12.8380 - output20_loss: 16.1116 - output21_loss: 32.0867 - output22_loss: 23.5866 - output23_loss: 15.8877 - output24_loss: 23.3821 - output25_loss: 28.8497 - output26_loss: 15.1609 - output27_loss: 30.6897 - output28_loss: 25.1701 - output29_loss: 33.8056 - output00_mean_squared_error: 12.7740 - output01_mean_squared_error: 16.2062 - output02_mean_squared_error: 24.8047 - output03_mean_squared_error: 35.2352 - output04_mean_squared_error: 31.1367 - output05_mean_squared_error: 19.1391 - output06_mean_squared_error: 25.4191 - output07_mean_squared_error: 26.7287 - output08_mean_squared_error: 15.9131 - output09_mean_squared_error: 20.6810 - output10_mean_squared_error: 19.7142 - output11_mean_squared_error: 21.3149 - output12_mean_squared_error: 18.6242 - output13_mean_squared_error: 28.5114 - output14_mean_squared_error: 21.3097 - output15_mean_squared_error: 31.3587 - output16_mean_squared_error: 21.0778 - output17_mean_squared_error: 24.9302 - output18_mean_squared_error: 14.7949 - output19_mean_squared_error: 12.8380 - output20_mean_squared_error: 16.1116 - output21_mean_squared_error: 32.0867 - output22_mean_squared_error: 23.5866 - output23_mean_squared_error: 15.8877 - output24_mean_squared_error: 23.3821 - output25_mean_squared_error: 28.8497 - output26_mean_squared_error: 15.1609 - output27_mean_squared_error: 30.6897 - output28_mean_squared_error: 25.1701 - output29_mean_squared_error: 33.8056 Epoch 709/2000 121/121 [==============================] - 0s 950us/step - loss: 687.0325 - output00_loss: 12.7721 - output01_loss: 16.1991 - output02_loss: 24.7960 - output03_loss: 35.2248 - output04_loss: 31.1256 - output05_loss: 19.1361 - output06_loss: 25.4055 - output07_loss: 26.7168 - output08_loss: 15.9070 - output09_loss: 20.6749 - output10_loss: 19.7116 - output11_loss: 21.3118 - output12_loss: 18.6170 - output13_loss: 28.5039 - output14_loss: 21.3009 - output15_loss: 31.3501 - output16_loss: 21.0762 - output17_loss: 24.9196 - output18_loss: 14.7918 - output19_loss: 12.8335 - output20_loss: 16.1005 - output21_loss: 32.0773 - output22_loss: 23.5817 - output23_loss: 15.8857 - output24_loss: 23.3756 - output25_loss: 28.8455 - output26_loss: 15.1580 - output27_loss: 30.6834 - output28_loss: 25.1599 - output29_loss: 33.7908 - output00_mean_squared_error: 12.7721 - output01_mean_squared_error: 16.1991 - output02_mean_squared_error: 24.7960 - output03_mean_squared_error: 35.2248 - output04_mean_squared_error: 31.1256 - output05_mean_squared_error: 19.1361 - output06_mean_squared_error: 25.4055 - output07_mean_squared_error: 26.7168 - output08_mean_squared_error: 15.9070 - output09_mean_squared_error: 20.6749 - output10_mean_squared_error: 19.7116 - output11_mean_squared_error: 21.3118 - output12_mean_squared_error: 18.6170 - output13_mean_squared_error: 28.5039 - output14_mean_squared_error: 21.3009 - output15_mean_squared_error: 31.3501 - output16_mean_squared_error: 21.0762 - output17_mean_squared_error: 24.9196 - output18_mean_squared_error: 14.7918 - output19_mean_squared_error: 12.8335 - output20_mean_squared_error: 16.1005 - output21_mean_squared_error: 32.0773 - output22_mean_squared_error: 23.5817 - output23_mean_squared_error: 15.8857 - output24_mean_squared_error: 23.3756 - output25_mean_squared_error: 28.8455 - output26_mean_squared_error: 15.1580 - output27_mean_squared_error: 30.6834 - output28_mean_squared_error: 25.1599 - output29_mean_squared_error: 33.7908 Epoch 710/2000 121/121 [==============================] - 0s 676us/step - loss: 686.8230 - output00_loss: 12.7702 - output01_loss: 16.1920 - output02_loss: 24.7872 - output03_loss: 35.2144 - output04_loss: 31.1145 - output05_loss: 19.1331 - output06_loss: 25.3919 - output07_loss: 26.7049 - output08_loss: 15.9009 - output09_loss: 20.6688 - output10_loss: 19.7089 - output11_loss: 21.3087 - output12_loss: 18.6098 - output13_loss: 28.4963 - output14_loss: 21.2922 - output15_loss: 31.3415 - output16_loss: 21.0745 - output17_loss: 24.9092 - output18_loss: 14.7888 - output19_loss: 12.8291 - output20_loss: 16.0894 - output21_loss: 32.0680 - output22_loss: 23.5767 - output23_loss: 15.8836 - output24_loss: 23.3692 - output25_loss: 28.8414 - output26_loss: 15.1551 - output27_loss: 30.6771 - output28_loss: 25.1496 - output29_loss: 33.7761 - output00_mean_squared_error: 12.7702 - output01_mean_squared_error: 16.1920 - output02_mean_squared_error: 24.7872 - output03_mean_squared_error: 35.2144 - output04_mean_squared_error: 31.1145 - output05_mean_squared_error: 19.1331 - output06_mean_squared_error: 25.3919 - output07_mean_squared_error: 26.7049 - output08_mean_squared_error: 15.9009 - output09_mean_squared_error: 20.6688 - output10_mean_squared_error: 19.7089 - output11_mean_squared_error: 21.3087 - output12_mean_squared_error: 18.6098 - output13_mean_squared_error: 28.4963 - output14_mean_squared_error: 21.2922 - output15_mean_squared_error: 31.3415 - output16_mean_squared_error: 21.0745 - output17_mean_squared_error: 24.9092 - output18_mean_squared_error: 14.7888 - output19_mean_squared_error: 12.8291 - output20_mean_squared_error: 16.0894 - output21_mean_squared_error: 32.0680 - output22_mean_squared_error: 23.5767 - output23_mean_squared_error: 15.8836 - output24_mean_squared_error: 23.3692 - output25_mean_squared_error: 28.8414 - output26_mean_squared_error: 15.1551 - output27_mean_squared_error: 30.6771 - output28_mean_squared_error: 25.1496 - output29_mean_squared_error: 33.7761 Epoch 711/2000 121/121 [==============================] - 0s 754us/step - loss: 686.6143 - output00_loss: 12.7682 - output01_loss: 16.1849 - output02_loss: 24.7784 - output03_loss: 35.2041 - output04_loss: 31.1034 - output05_loss: 19.1301 - output06_loss: 25.3783 - output07_loss: 26.6931 - output08_loss: 15.8948 - output09_loss: 20.6627 - output10_loss: 19.7063 - output11_loss: 21.3057 - output12_loss: 18.6027 - output13_loss: 28.4888 - output14_loss: 21.2836 - output15_loss: 31.3329 - output16_loss: 21.0729 - output17_loss: 24.8987 - output18_loss: 14.7857 - output19_loss: 12.8246 - output20_loss: 16.0784 - output21_loss: 32.0587 - output22_loss: 23.5718 - output23_loss: 15.8816 - output24_loss: 23.3627 - output25_loss: 28.8373 - output26_loss: 15.1522 - output27_loss: 30.6708 - output28_loss: 25.1394 - output29_loss: 33.7613 - output00_mean_squared_error: 12.7682 - output01_mean_squared_error: 16.1849 - output02_mean_squared_error: 24.7784 - output03_mean_squared_error: 35.2041 - output04_mean_squared_error: 31.1034 - output05_mean_squared_error: 19.1301 - output06_mean_squared_error: 25.3783 - output07_mean_squared_error: 26.6931 - output08_mean_squared_error: 15.8948 - output09_mean_squared_error: 20.6627 - output10_mean_squared_error: 19.7063 - output11_mean_squared_error: 21.3057 - output12_mean_squared_error: 18.6027 - output13_mean_squared_error: 28.4888 - output14_mean_squared_error: 21.2836 - output15_mean_squared_error: 31.3329 - output16_mean_squared_error: 21.0729 - output17_mean_squared_error: 24.8987 - output18_mean_squared_error: 14.7857 - output19_mean_squared_error: 12.8246 - output20_mean_squared_error: 16.0784 - output21_mean_squared_error: 32.0587 - output22_mean_squared_error: 23.5718 - output23_mean_squared_error: 15.8816 - output24_mean_squared_error: 23.3627 - output25_mean_squared_error: 28.8373 - output26_mean_squared_error: 15.1522 - output27_mean_squared_error: 30.6708 - output28_mean_squared_error: 25.1394 - output29_mean_squared_error: 33.7613 Epoch 712/2000 121/121 [==============================] - 0s 1ms/step - loss: 686.4057 - output00_loss: 12.7663 - output01_loss: 16.1779 - output02_loss: 24.7697 - output03_loss: 35.1938 - output04_loss: 31.0923 - output05_loss: 19.1271 - output06_loss: 25.3648 - output07_loss: 26.6813 - output08_loss: 15.8888 - output09_loss: 20.6567 - output10_loss: 19.7036 - output11_loss: 21.3026 - output12_loss: 18.5955 - output13_loss: 28.4813 - output14_loss: 21.2749 - output15_loss: 31.3244 - output16_loss: 21.0712 - output17_loss: 24.8883 - output18_loss: 14.7826 - output19_loss: 12.8202 - output20_loss: 16.0674 - output21_loss: 32.0494 - output22_loss: 23.5669 - output23_loss: 15.8795 - output24_loss: 23.3563 - output25_loss: 28.8332 - output26_loss: 15.1493 - output27_loss: 30.6645 - output28_loss: 25.1292 - output29_loss: 33.7466 - output00_mean_squared_error: 12.7663 - output01_mean_squared_error: 16.1779 - output02_mean_squared_error: 24.7697 - output03_mean_squared_error: 35.1938 - output04_mean_squared_error: 31.0923 - output05_mean_squared_error: 19.1271 - output06_mean_squared_error: 25.3648 - output07_mean_squared_error: 26.6813 - output08_mean_squared_error: 15.8888 - output09_mean_squared_error: 20.6567 - output10_mean_squared_error: 19.7036 - output11_mean_squared_error: 21.3026 - output12_mean_squared_error: 18.5955 - output13_mean_squared_error: 28.4813 - output14_mean_squared_error: 21.2749 - output15_mean_squared_error: 31.3244 - output16_mean_squared_error: 21.0712 - output17_mean_squared_error: 24.8883 - output18_mean_squared_error: 14.7826 - output19_mean_squared_error: 12.8202 - output20_mean_squared_error: 16.0674 - output21_mean_squared_error: 32.0494 - output22_mean_squared_error: 23.5669 - output23_mean_squared_error: 15.8795 - output24_mean_squared_error: 23.3563 - output25_mean_squared_error: 28.8332 - output26_mean_squared_error: 15.1493 - output27_mean_squared_error: 30.6645 - output28_mean_squared_error: 25.1292 - output29_mean_squared_error: 33.7466 Epoch 713/2000 121/121 [==============================] - 0s 1ms/step - loss: 686.1979 - output00_loss: 12.7644 - output01_loss: 16.1708 - output02_loss: 24.7610 - output03_loss: 35.1836 - output04_loss: 31.0813 - output05_loss: 19.1241 - output06_loss: 25.3512 - output07_loss: 26.6695 - output08_loss: 15.8827 - output09_loss: 20.6506 - output10_loss: 19.7010 - output11_loss: 21.2996 - output12_loss: 18.5884 - output13_loss: 28.4738 - output14_loss: 21.2662 - output15_loss: 31.3158 - output16_loss: 21.0696 - output17_loss: 24.8779 - output18_loss: 14.7796 - output19_loss: 12.8158 - output20_loss: 16.0565 - output21_loss: 32.0402 - output22_loss: 23.5620 - output23_loss: 15.8775 - output24_loss: 23.3499 - output25_loss: 28.8291 - output26_loss: 15.1464 - output27_loss: 30.6583 - output28_loss: 25.1190 - output29_loss: 33.7319 - output00_mean_squared_error: 12.7644 - output01_mean_squared_error: 16.1708 - output02_mean_squared_error: 24.7610 - output03_mean_squared_error: 35.1836 - output04_mean_squared_error: 31.0813 - output05_mean_squared_error: 19.1241 - output06_mean_squared_error: 25.3512 - output07_mean_squared_error: 26.6695 - output08_mean_squared_error: 15.8827 - output09_mean_squared_error: 20.6506 - output10_mean_squared_error: 19.7010 - output11_mean_squared_error: 21.2996 - output12_mean_squared_error: 18.5884 - output13_mean_squared_error: 28.4738 - output14_mean_squared_error: 21.2662 - output15_mean_squared_error: 31.3158 - output16_mean_squared_error: 21.0696 - output17_mean_squared_error: 24.8779 - output18_mean_squared_error: 14.7796 - output19_mean_squared_error: 12.8158 - output20_mean_squared_error: 16.0565 - output21_mean_squared_error: 32.0402 - output22_mean_squared_error: 23.5620 - output23_mean_squared_error: 15.8775 - output24_mean_squared_error: 23.3499 - output25_mean_squared_error: 28.8291 - output26_mean_squared_error: 15.1464 - output27_mean_squared_error: 30.6583 - output28_mean_squared_error: 25.1190 - output29_mean_squared_error: 33.7319 Epoch 714/2000 121/121 [==============================] - 0s 1ms/step - loss: 685.9908 - output00_loss: 12.7625 - output01_loss: 16.1638 - output02_loss: 24.7524 - output03_loss: 35.1734 - output04_loss: 31.0703 - output05_loss: 19.1211 - output06_loss: 25.3378 - output07_loss: 26.6578 - output08_loss: 15.8767 - output09_loss: 20.6446 - output10_loss: 19.6984 - output11_loss: 21.2966 - output12_loss: 18.5814 - output13_loss: 28.4663 - output14_loss: 21.2576 - output15_loss: 31.3073 - output16_loss: 21.0680 - output17_loss: 24.8676 - output18_loss: 14.7766 - output19_loss: 12.8114 - output20_loss: 16.0455 - output21_loss: 32.0310 - output22_loss: 23.5572 - output23_loss: 15.8755 - output24_loss: 23.3435 - output25_loss: 28.8250 - output26_loss: 15.1436 - output27_loss: 30.6521 - output28_loss: 25.1089 - output29_loss: 33.7172 - output00_mean_squared_error: 12.7625 - output01_mean_squared_error: 16.1638 - output02_mean_squared_error: 24.7524 - output03_mean_squared_error: 35.1734 - output04_mean_squared_error: 31.0703 - output05_mean_squared_error: 19.1211 - output06_mean_squared_error: 25.3378 - output07_mean_squared_error: 26.6578 - output08_mean_squared_error: 15.8767 - output09_mean_squared_error: 20.6446 - output10_mean_squared_error: 19.6984 - output11_mean_squared_error: 21.2966 - output12_mean_squared_error: 18.5814 - output13_mean_squared_error: 28.4663 - output14_mean_squared_error: 21.2576 - output15_mean_squared_error: 31.3073 - output16_mean_squared_error: 21.0680 - output17_mean_squared_error: 24.8676 - output18_mean_squared_error: 14.7766 - output19_mean_squared_error: 12.8114 - output20_mean_squared_error: 16.0455 - output21_mean_squared_error: 32.0310 - output22_mean_squared_error: 23.5572 - output23_mean_squared_error: 15.8755 - output24_mean_squared_error: 23.3435 - output25_mean_squared_error: 28.8250 - output26_mean_squared_error: 15.1436 - output27_mean_squared_error: 30.6521 - output28_mean_squared_error: 25.1089 - output29_mean_squared_error: 33.7172 Epoch 715/2000 121/121 [==============================] - 0s 755us/step - loss: 685.7841 - output00_loss: 12.7606 - output01_loss: 16.1568 - output02_loss: 24.7437 - output03_loss: 35.1632 - output04_loss: 31.0592 - output05_loss: 19.1182 - output06_loss: 25.3243 - output07_loss: 26.6461 - output08_loss: 15.8707 - output09_loss: 20.6387 - output10_loss: 19.6958 - output11_loss: 21.2936 - output12_loss: 18.5743 - output13_loss: 28.4589 - output14_loss: 21.2490 - output15_loss: 31.2988 - output16_loss: 21.0664 - output17_loss: 24.8573 - output18_loss: 14.7736 - output19_loss: 12.8069 - output20_loss: 16.0346 - output21_loss: 32.0218 - output22_loss: 23.5523 - output23_loss: 15.8734 - output24_loss: 23.3371 - output25_loss: 28.8209 - output26_loss: 15.1407 - output27_loss: 30.6458 - output28_loss: 25.0987 - output29_loss: 33.7025 - output00_mean_squared_error: 12.7606 - output01_mean_squared_error: 16.1568 - output02_mean_squared_error: 24.7437 - output03_mean_squared_error: 35.1632 - output04_mean_squared_error: 31.0592 - output05_mean_squared_error: 19.1182 - output06_mean_squared_error: 25.3243 - output07_mean_squared_error: 26.6461 - output08_mean_squared_error: 15.8707 - output09_mean_squared_error: 20.6387 - output10_mean_squared_error: 19.6958 - output11_mean_squared_error: 21.2936 - output12_mean_squared_error: 18.5743 - output13_mean_squared_error: 28.4589 - output14_mean_squared_error: 21.2490 - output15_mean_squared_error: 31.2988 - output16_mean_squared_error: 21.0664 - output17_mean_squared_error: 24.8573 - output18_mean_squared_error: 14.7736 - output19_mean_squared_error: 12.8069 - output20_mean_squared_error: 16.0346 - output21_mean_squared_error: 32.0218 - output22_mean_squared_error: 23.5523 - output23_mean_squared_error: 15.8734 - output24_mean_squared_error: 23.3371 - output25_mean_squared_error: 28.8209 - output26_mean_squared_error: 15.1407 - output27_mean_squared_error: 30.6458 - output28_mean_squared_error: 25.0987 - output29_mean_squared_error: 33.7025 Epoch 716/2000 121/121 [==============================] - 0s 1ms/step - loss: 685.5780 - output00_loss: 12.7587 - output01_loss: 16.1498 - output02_loss: 24.7351 - output03_loss: 35.1530 - output04_loss: 31.0482 - output05_loss: 19.1152 - output06_loss: 25.3109 - output07_loss: 26.6344 - output08_loss: 15.8648 - output09_loss: 20.6327 - output10_loss: 19.6932 - output11_loss: 21.2906 - output12_loss: 18.5673 - output13_loss: 28.4514 - output14_loss: 21.2404 - output15_loss: 31.2904 - output16_loss: 21.0647 - output17_loss: 24.8471 - output18_loss: 14.7706 - output19_loss: 12.8025 - output20_loss: 16.0237 - output21_loss: 32.0127 - output22_loss: 23.5475 - output23_loss: 15.8714 - output24_loss: 23.3308 - output25_loss: 28.8169 - output26_loss: 15.1379 - output27_loss: 30.6396 - output28_loss: 25.0886 - output29_loss: 33.6879 - output00_mean_squared_error: 12.7587 - output01_mean_squared_error: 16.1498 - output02_mean_squared_error: 24.7351 - output03_mean_squared_error: 35.1530 - output04_mean_squared_error: 31.0482 - output05_mean_squared_error: 19.1152 - output06_mean_squared_error: 25.3109 - output07_mean_squared_error: 26.6344 - output08_mean_squared_error: 15.8648 - output09_mean_squared_error: 20.6327 - output10_mean_squared_error: 19.6932 - output11_mean_squared_error: 21.2906 - output12_mean_squared_error: 18.5673 - output13_mean_squared_error: 28.4514 - output14_mean_squared_error: 21.2404 - output15_mean_squared_error: 31.2904 - output16_mean_squared_error: 21.0647 - output17_mean_squared_error: 24.8471 - output18_mean_squared_error: 14.7706 - output19_mean_squared_error: 12.8025 - output20_mean_squared_error: 16.0237 - output21_mean_squared_error: 32.0127 - output22_mean_squared_error: 23.5475 - output23_mean_squared_error: 15.8714 - output24_mean_squared_error: 23.3308 - output25_mean_squared_error: 28.8169 - output26_mean_squared_error: 15.1379 - output27_mean_squared_error: 30.6396 - output28_mean_squared_error: 25.0886 - output29_mean_squared_error: 33.6879 Epoch 717/2000 121/121 [==============================] - 0s 834us/step - loss: 685.3725 - output00_loss: 12.7569 - output01_loss: 16.1429 - output02_loss: 24.7265 - output03_loss: 35.1429 - output04_loss: 31.0372 - output05_loss: 19.1123 - output06_loss: 25.2974 - output07_loss: 26.6227 - output08_loss: 15.8588 - output09_loss: 20.6268 - output10_loss: 19.6906 - output11_loss: 21.2876 - output12_loss: 18.5602 - output13_loss: 28.4440 - output14_loss: 21.2318 - output15_loss: 31.2819 - output16_loss: 21.0631 - output17_loss: 24.8369 - output18_loss: 14.7676 - output19_loss: 12.7981 - output20_loss: 16.0128 - output21_loss: 32.0036 - output22_loss: 23.5427 - output23_loss: 15.8694 - output24_loss: 23.3245 - output25_loss: 28.8129 - output26_loss: 15.1351 - output27_loss: 30.6335 - output28_loss: 25.0785 - output29_loss: 33.6733 - output00_mean_squared_error: 12.7569 - output01_mean_squared_error: 16.1429 - output02_mean_squared_error: 24.7265 - output03_mean_squared_error: 35.1429 - output04_mean_squared_error: 31.0372 - output05_mean_squared_error: 19.1123 - output06_mean_squared_error: 25.2974 - output07_mean_squared_error: 26.6227 - output08_mean_squared_error: 15.8588 - output09_mean_squared_error: 20.6268 - output10_mean_squared_error: 19.6906 - output11_mean_squared_error: 21.2876 - output12_mean_squared_error: 18.5602 - output13_mean_squared_error: 28.4440 - output14_mean_squared_error: 21.2318 - output15_mean_squared_error: 31.2819 - output16_mean_squared_error: 21.0631 - output17_mean_squared_error: 24.8369 - output18_mean_squared_error: 14.7676 - output19_mean_squared_error: 12.7981 - output20_mean_squared_error: 16.0128 - output21_mean_squared_error: 32.0036 - output22_mean_squared_error: 23.5427 - output23_mean_squared_error: 15.8694 - output24_mean_squared_error: 23.3245 - output25_mean_squared_error: 28.8129 - output26_mean_squared_error: 15.1351 - output27_mean_squared_error: 30.6335 - output28_mean_squared_error: 25.0785 - output29_mean_squared_error: 33.6733 Epoch 718/2000 121/121 [==============================] - 0s 1ms/step - loss: 685.1675 - output00_loss: 12.7550 - output01_loss: 16.1359 - output02_loss: 24.7179 - output03_loss: 35.1328 - output04_loss: 31.0263 - output05_loss: 19.1094 - output06_loss: 25.2841 - output07_loss: 26.6111 - output08_loss: 15.8529 - output09_loss: 20.6209 - output10_loss: 19.6880 - output11_loss: 21.2847 - output12_loss: 18.5533 - output13_loss: 28.4366 - output14_loss: 21.2233 - output15_loss: 31.2735 - output16_loss: 21.0616 - output17_loss: 24.8267 - output18_loss: 14.7646 - output19_loss: 12.7937 - output20_loss: 16.0020 - output21_loss: 31.9945 - output22_loss: 23.5379 - output23_loss: 15.8674 - output24_loss: 23.3182 - output25_loss: 28.8089 - output26_loss: 15.1323 - output27_loss: 30.6273 - output28_loss: 25.0684 - output29_loss: 33.6587 - output00_mean_squared_error: 12.7550 - output01_mean_squared_error: 16.1359 - output02_mean_squared_error: 24.7179 - output03_mean_squared_error: 35.1328 - output04_mean_squared_error: 31.0263 - output05_mean_squared_error: 19.1094 - output06_mean_squared_error: 25.2841 - output07_mean_squared_error: 26.6111 - output08_mean_squared_error: 15.8529 - output09_mean_squared_error: 20.6209 - output10_mean_squared_error: 19.6880 - output11_mean_squared_error: 21.2847 - output12_mean_squared_error: 18.5533 - output13_mean_squared_error: 28.4366 - output14_mean_squared_error: 21.2233 - output15_mean_squared_error: 31.2735 - output16_mean_squared_error: 21.0616 - output17_mean_squared_error: 24.8267 - output18_mean_squared_error: 14.7646 - output19_mean_squared_error: 12.7937 - output20_mean_squared_error: 16.0020 - output21_mean_squared_error: 31.9945 - output22_mean_squared_error: 23.5379 - output23_mean_squared_error: 15.8674 - output24_mean_squared_error: 23.3182 - output25_mean_squared_error: 28.8089 - output26_mean_squared_error: 15.1323 - output27_mean_squared_error: 30.6273 - output28_mean_squared_error: 25.0684 - output29_mean_squared_error: 33.6587 Epoch 719/2000 121/121 [==============================] - 0s 1ms/step - loss: 684.9631 - output00_loss: 12.7532 - output01_loss: 16.1290 - output02_loss: 24.7093 - output03_loss: 35.1227 - output04_loss: 31.0153 - output05_loss: 19.1065 - output06_loss: 25.2707 - output07_loss: 26.5995 - output08_loss: 15.8469 - output09_loss: 20.6150 - output10_loss: 19.6855 - output11_loss: 21.2817 - output12_loss: 18.5463 - output13_loss: 28.4291 - output14_loss: 21.2147 - output15_loss: 31.2650 - output16_loss: 21.0600 - output17_loss: 24.8166 - output18_loss: 14.7617 - output19_loss: 12.7894 - output20_loss: 15.9912 - output21_loss: 31.9855 - output22_loss: 23.5331 - output23_loss: 15.8655 - output24_loss: 23.3119 - output25_loss: 28.8049 - output26_loss: 15.1295 - output27_loss: 30.6212 - output28_loss: 25.0583 - output29_loss: 33.6441 - output00_mean_squared_error: 12.7532 - output01_mean_squared_error: 16.1290 - output02_mean_squared_error: 24.7093 - output03_mean_squared_error: 35.1227 - output04_mean_squared_error: 31.0153 - output05_mean_squared_error: 19.1065 - output06_mean_squared_error: 25.2707 - output07_mean_squared_error: 26.5995 - output08_mean_squared_error: 15.8469 - output09_mean_squared_error: 20.6150 - output10_mean_squared_error: 19.6855 - output11_mean_squared_error: 21.2817 - output12_mean_squared_error: 18.5463 - output13_mean_squared_error: 28.4291 - output14_mean_squared_error: 21.2147 - output15_mean_squared_error: 31.2650 - output16_mean_squared_error: 21.0600 - output17_mean_squared_error: 24.8166 - output18_mean_squared_error: 14.7617 - output19_mean_squared_error: 12.7894 - output20_mean_squared_error: 15.9912 - output21_mean_squared_error: 31.9855 - output22_mean_squared_error: 23.5331 - output23_mean_squared_error: 15.8655 - output24_mean_squared_error: 23.3119 - output25_mean_squared_error: 28.8049 - output26_mean_squared_error: 15.1295 - output27_mean_squared_error: 30.6212 - output28_mean_squared_error: 25.0583 - output29_mean_squared_error: 33.6441 Epoch 720/2000 121/121 [==============================] - 0s 834us/step - loss: 684.7593 - output00_loss: 12.7513 - output01_loss: 16.1221 - output02_loss: 24.7008 - output03_loss: 35.1127 - output04_loss: 31.0044 - output05_loss: 19.1036 - output06_loss: 25.2574 - output07_loss: 26.5879 - output08_loss: 15.8410 - output09_loss: 20.6092 - output10_loss: 19.6829 - output11_loss: 21.2788 - output12_loss: 18.5393 - output13_loss: 28.4217 - output14_loss: 21.2062 - output15_loss: 31.2566 - output16_loss: 21.0584 - output17_loss: 24.8065 - output18_loss: 14.7588 - output19_loss: 12.7850 - output20_loss: 15.9804 - output21_loss: 31.9765 - output22_loss: 23.5284 - output23_loss: 15.8635 - output24_loss: 23.3056 - output25_loss: 28.8009 - output26_loss: 15.1267 - output27_loss: 30.6150 - output28_loss: 25.0482 - output29_loss: 33.6295 - output00_mean_squared_error: 12.7513 - output01_mean_squared_error: 16.1221 - output02_mean_squared_error: 24.7008 - output03_mean_squared_error: 35.1127 - output04_mean_squared_error: 31.0044 - output05_mean_squared_error: 19.1036 - output06_mean_squared_error: 25.2574 - output07_mean_squared_error: 26.5879 - output08_mean_squared_error: 15.8410 - output09_mean_squared_error: 20.6092 - output10_mean_squared_error: 19.6829 - output11_mean_squared_error: 21.2788 - output12_mean_squared_error: 18.5393 - output13_mean_squared_error: 28.4217 - output14_mean_squared_error: 21.2062 - output15_mean_squared_error: 31.2566 - output16_mean_squared_error: 21.0584 - output17_mean_squared_error: 24.8065 - output18_mean_squared_error: 14.7588 - output19_mean_squared_error: 12.7850 - output20_mean_squared_error: 15.9804 - output21_mean_squared_error: 31.9765 - output22_mean_squared_error: 23.5284 - output23_mean_squared_error: 15.8635 - output24_mean_squared_error: 23.3056 - output25_mean_squared_error: 28.8009 - output26_mean_squared_error: 15.1267 - output27_mean_squared_error: 30.6150 - output28_mean_squared_error: 25.0482 - output29_mean_squared_error: 33.6295 Epoch 721/2000 121/121 [==============================] - 0s 903us/step - loss: 684.5561 - output00_loss: 12.7495 - output01_loss: 16.1152 - output02_loss: 24.6923 - output03_loss: 35.1026 - output04_loss: 30.9934 - output05_loss: 19.1007 - output06_loss: 25.2441 - output07_loss: 26.5764 - output08_loss: 15.8352 - output09_loss: 20.6033 - output10_loss: 19.6804 - output11_loss: 21.2759 - output12_loss: 18.5324 - output13_loss: 28.4144 - output14_loss: 21.1977 - output15_loss: 31.2482 - output16_loss: 21.0568 - output17_loss: 24.7964 - output18_loss: 14.7558 - output19_loss: 12.7806 - output20_loss: 15.9696 - output21_loss: 31.9676 - output22_loss: 23.5236 - output23_loss: 15.8615 - output24_loss: 23.2994 - output25_loss: 28.7969 - output26_loss: 15.1239 - output27_loss: 30.6089 - output28_loss: 25.0382 - output29_loss: 33.6150 - output00_mean_squared_error: 12.7495 - output01_mean_squared_error: 16.1152 - output02_mean_squared_error: 24.6923 - output03_mean_squared_error: 35.1026 - output04_mean_squared_error: 30.9934 - output05_mean_squared_error: 19.1007 - output06_mean_squared_error: 25.2441 - output07_mean_squared_error: 26.5764 - output08_mean_squared_error: 15.8352 - output09_mean_squared_error: 20.6033 - output10_mean_squared_error: 19.6804 - output11_mean_squared_error: 21.2759 - output12_mean_squared_error: 18.5324 - output13_mean_squared_error: 28.4144 - output14_mean_squared_error: 21.1977 - output15_mean_squared_error: 31.2482 - output16_mean_squared_error: 21.0568 - output17_mean_squared_error: 24.7964 - output18_mean_squared_error: 14.7558 - output19_mean_squared_error: 12.7806 - output20_mean_squared_error: 15.9696 - output21_mean_squared_error: 31.9676 - output22_mean_squared_error: 23.5236 - output23_mean_squared_error: 15.8615 - output24_mean_squared_error: 23.2994 - output25_mean_squared_error: 28.7969 - output26_mean_squared_error: 15.1239 - output27_mean_squared_error: 30.6089 - output28_mean_squared_error: 25.0382 - output29_mean_squared_error: 33.6150 Epoch 722/2000 121/121 [==============================] - 0s 803us/step - loss: 684.3533 - output00_loss: 12.7477 - output01_loss: 16.1083 - output02_loss: 24.6838 - output03_loss: 35.0927 - output04_loss: 30.9825 - output05_loss: 19.0979 - output06_loss: 25.2308 - output07_loss: 26.5649 - output08_loss: 15.8293 - output09_loss: 20.5975 - output10_loss: 19.6779 - output11_loss: 21.2730 - output12_loss: 18.5255 - output13_loss: 28.4070 - output14_loss: 21.1892 - output15_loss: 31.2399 - output16_loss: 21.0553 - output17_loss: 24.7864 - output18_loss: 14.7529 - output19_loss: 12.7762 - output20_loss: 15.9589 - output21_loss: 31.9587 - output22_loss: 23.5189 - output23_loss: 15.8596 - output24_loss: 23.2932 - output25_loss: 28.7930 - output26_loss: 15.1212 - output27_loss: 30.6029 - output28_loss: 25.0282 - output29_loss: 33.6005 - output00_mean_squared_error: 12.7477 - output01_mean_squared_error: 16.1083 - output02_mean_squared_error: 24.6838 - output03_mean_squared_error: 35.0927 - output04_mean_squared_error: 30.9825 - output05_mean_squared_error: 19.0979 - output06_mean_squared_error: 25.2308 - output07_mean_squared_error: 26.5649 - output08_mean_squared_error: 15.8293 - output09_mean_squared_error: 20.5975 - output10_mean_squared_error: 19.6779 - output11_mean_squared_error: 21.2730 - output12_mean_squared_error: 18.5255 - output13_mean_squared_error: 28.4070 - output14_mean_squared_error: 21.1892 - output15_mean_squared_error: 31.2399 - output16_mean_squared_error: 21.0553 - output17_mean_squared_error: 24.7864 - output18_mean_squared_error: 14.7529 - output19_mean_squared_error: 12.7762 - output20_mean_squared_error: 15.9589 - output21_mean_squared_error: 31.9587 - output22_mean_squared_error: 23.5189 - output23_mean_squared_error: 15.8596 - output24_mean_squared_error: 23.2932 - output25_mean_squared_error: 28.7930 - output26_mean_squared_error: 15.1212 - output27_mean_squared_error: 30.6029 - output28_mean_squared_error: 25.0282 - output29_mean_squared_error: 33.6005 Epoch 723/2000 121/121 [==============================] - 0s 997us/step - loss: 684.1512 - output00_loss: 12.7459 - output01_loss: 16.1014 - output02_loss: 24.6753 - output03_loss: 35.0827 - output04_loss: 30.9716 - output05_loss: 19.0950 - output06_loss: 25.2175 - output07_loss: 26.5534 - output08_loss: 15.8235 - output09_loss: 20.5918 - output10_loss: 19.6754 - output11_loss: 21.2701 - output12_loss: 18.5186 - output13_loss: 28.3996 - output14_loss: 21.1807 - output15_loss: 31.2315 - output16_loss: 21.0537 - output17_loss: 24.7764 - output18_loss: 14.7500 - output19_loss: 12.7719 - output20_loss: 15.9481 - output21_loss: 31.9498 - output22_loss: 23.5142 - output23_loss: 15.8576 - output24_loss: 23.2870 - output25_loss: 28.7891 - output26_loss: 15.1184 - output27_loss: 30.5968 - output28_loss: 25.0181 - output29_loss: 33.5860 - output00_mean_squared_error: 12.7459 - output01_mean_squared_error: 16.1014 - output02_mean_squared_error: 24.6753 - output03_mean_squared_error: 35.0827 - output04_mean_squared_error: 30.9716 - output05_mean_squared_error: 19.0950 - output06_mean_squared_error: 25.2175 - output07_mean_squared_error: 26.5534 - output08_mean_squared_error: 15.8235 - output09_mean_squared_error: 20.5918 - output10_mean_squared_error: 19.6754 - output11_mean_squared_error: 21.2701 - output12_mean_squared_error: 18.5186 - output13_mean_squared_error: 28.3996 - output14_mean_squared_error: 21.1807 - output15_mean_squared_error: 31.2315 - output16_mean_squared_error: 21.0537 - output17_mean_squared_error: 24.7764 - output18_mean_squared_error: 14.7500 - output19_mean_squared_error: 12.7719 - output20_mean_squared_error: 15.9481 - output21_mean_squared_error: 31.9498 - output22_mean_squared_error: 23.5142 - output23_mean_squared_error: 15.8576 - output24_mean_squared_error: 23.2870 - output25_mean_squared_error: 28.7891 - output26_mean_squared_error: 15.1184 - output27_mean_squared_error: 30.5968 - output28_mean_squared_error: 25.0181 - output29_mean_squared_error: 33.5860 Epoch 724/2000 121/121 [==============================] - 0s 814us/step - loss: 683.9496 - output00_loss: 12.7440 - output01_loss: 16.0946 - output02_loss: 24.6669 - output03_loss: 35.0728 - output04_loss: 30.9607 - output05_loss: 19.0922 - output06_loss: 25.2043 - output07_loss: 26.5419 - output08_loss: 15.8176 - output09_loss: 20.5860 - output10_loss: 19.6728 - output11_loss: 21.2673 - output12_loss: 18.5118 - output13_loss: 28.3923 - output14_loss: 21.1723 - output15_loss: 31.2232 - output16_loss: 21.0522 - output17_loss: 24.7665 - output18_loss: 14.7471 - output19_loss: 12.7675 - output20_loss: 15.9375 - output21_loss: 31.9409 - output22_loss: 23.5095 - output23_loss: 15.8557 - output24_loss: 23.2808 - output25_loss: 28.7852 - output26_loss: 15.1157 - output27_loss: 30.5907 - output28_loss: 25.0082 - output29_loss: 33.5715 - output00_mean_squared_error: 12.7440 - output01_mean_squared_error: 16.0946 - output02_mean_squared_error: 24.6669 - output03_mean_squared_error: 35.0728 - output04_mean_squared_error: 30.9607 - output05_mean_squared_error: 19.0922 - output06_mean_squared_error: 25.2043 - output07_mean_squared_error: 26.5419 - output08_mean_squared_error: 15.8176 - output09_mean_squared_error: 20.5860 - output10_mean_squared_error: 19.6728 - output11_mean_squared_error: 21.2673 - output12_mean_squared_error: 18.5118 - output13_mean_squared_error: 28.3923 - output14_mean_squared_error: 21.1723 - output15_mean_squared_error: 31.2232 - output16_mean_squared_error: 21.0522 - output17_mean_squared_error: 24.7665 - output18_mean_squared_error: 14.7471 - output19_mean_squared_error: 12.7675 - output20_mean_squared_error: 15.9375 - output21_mean_squared_error: 31.9409 - output22_mean_squared_error: 23.5095 - output23_mean_squared_error: 15.8557 - output24_mean_squared_error: 23.2808 - output25_mean_squared_error: 28.7852 - output26_mean_squared_error: 15.1157 - output27_mean_squared_error: 30.5907 - output28_mean_squared_error: 25.0082 - output29_mean_squared_error: 33.5715 Epoch 725/2000 121/121 [==============================] - 0s 792us/step - loss: 683.7485 - output00_loss: 12.7422 - output01_loss: 16.0877 - output02_loss: 24.6585 - output03_loss: 35.0629 - output04_loss: 30.9499 - output05_loss: 19.0894 - output06_loss: 25.1911 - output07_loss: 26.5305 - output08_loss: 15.8118 - output09_loss: 20.5803 - output10_loss: 19.6703 - output11_loss: 21.2644 - output12_loss: 18.5050 - output13_loss: 28.3849 - output14_loss: 21.1638 - output15_loss: 31.2149 - output16_loss: 21.0506 - output17_loss: 24.7565 - output18_loss: 14.7443 - output19_loss: 12.7632 - output20_loss: 15.9268 - output21_loss: 31.9321 - output22_loss: 23.5048 - output23_loss: 15.8537 - output24_loss: 23.2746 - output25_loss: 28.7813 - output26_loss: 15.1129 - output27_loss: 30.5847 - output28_loss: 24.9982 - output29_loss: 33.5571 - output00_mean_squared_error: 12.7422 - output01_mean_squared_error: 16.0877 - output02_mean_squared_error: 24.6585 - output03_mean_squared_error: 35.0629 - output04_mean_squared_error: 30.9499 - output05_mean_squared_error: 19.0894 - output06_mean_squared_error: 25.1911 - output07_mean_squared_error: 26.5305 - output08_mean_squared_error: 15.8118 - output09_mean_squared_error: 20.5803 - output10_mean_squared_error: 19.6703 - output11_mean_squared_error: 21.2644 - output12_mean_squared_error: 18.5050 - output13_mean_squared_error: 28.3849 - output14_mean_squared_error: 21.1638 - output15_mean_squared_error: 31.2149 - output16_mean_squared_error: 21.0506 - output17_mean_squared_error: 24.7565 - output18_mean_squared_error: 14.7443 - output19_mean_squared_error: 12.7632 - output20_mean_squared_error: 15.9268 - output21_mean_squared_error: 31.9321 - output22_mean_squared_error: 23.5048 - output23_mean_squared_error: 15.8537 - output24_mean_squared_error: 23.2746 - output25_mean_squared_error: 28.7813 - output26_mean_squared_error: 15.1129 - output27_mean_squared_error: 30.5847 - output28_mean_squared_error: 24.9982 - output29_mean_squared_error: 33.5571 Epoch 726/2000 121/121 [==============================] - 0s 962us/step - loss: 683.5480 - output00_loss: 12.7405 - output01_loss: 16.0809 - output02_loss: 24.6501 - output03_loss: 35.0531 - output04_loss: 30.9390 - output05_loss: 19.0866 - output06_loss: 25.1779 - output07_loss: 26.5190 - output08_loss: 15.8060 - output09_loss: 20.5746 - output10_loss: 19.6679 - output11_loss: 21.2616 - output12_loss: 18.4982 - output13_loss: 28.3776 - output14_loss: 21.1554 - output15_loss: 31.2066 - output16_loss: 21.0491 - output17_loss: 24.7467 - output18_loss: 14.7414 - output19_loss: 12.7588 - output20_loss: 15.9162 - output21_loss: 31.9233 - output22_loss: 23.5002 - output23_loss: 15.8518 - output24_loss: 23.2685 - output25_loss: 28.7774 - output26_loss: 15.1102 - output27_loss: 30.5787 - output28_loss: 24.9882 - output29_loss: 33.5427 - output00_mean_squared_error: 12.7405 - output01_mean_squared_error: 16.0809 - output02_mean_squared_error: 24.6501 - output03_mean_squared_error: 35.0531 - output04_mean_squared_error: 30.9390 - output05_mean_squared_error: 19.0866 - output06_mean_squared_error: 25.1779 - output07_mean_squared_error: 26.5190 - output08_mean_squared_error: 15.8060 - output09_mean_squared_error: 20.5746 - output10_mean_squared_error: 19.6679 - output11_mean_squared_error: 21.2616 - output12_mean_squared_error: 18.4982 - output13_mean_squared_error: 28.3776 - output14_mean_squared_error: 21.1554 - output15_mean_squared_error: 31.2066 - output16_mean_squared_error: 21.0491 - output17_mean_squared_error: 24.7467 - output18_mean_squared_error: 14.7414 - output19_mean_squared_error: 12.7588 - output20_mean_squared_error: 15.9162 - output21_mean_squared_error: 31.9233 - output22_mean_squared_error: 23.5002 - output23_mean_squared_error: 15.8518 - output24_mean_squared_error: 23.2685 - output25_mean_squared_error: 28.7774 - output26_mean_squared_error: 15.1102 - output27_mean_squared_error: 30.5787 - output28_mean_squared_error: 24.9882 - output29_mean_squared_error: 33.5427 Epoch 727/2000 121/121 [==============================] - 0s 1ms/step - loss: 683.3480 - output00_loss: 12.7387 - output01_loss: 16.0741 - output02_loss: 24.6417 - output03_loss: 35.0433 - output04_loss: 30.9282 - output05_loss: 19.0838 - output06_loss: 25.1647 - output07_loss: 26.5077 - output08_loss: 15.8003 - output09_loss: 20.5689 - output10_loss: 19.6654 - output11_loss: 21.2588 - output12_loss: 18.4914 - output13_loss: 28.3703 - output14_loss: 21.1470 - output15_loss: 31.1983 - output16_loss: 21.0476 - output17_loss: 24.7368 - output18_loss: 14.7386 - output19_loss: 12.7545 - output20_loss: 15.9055 - output21_loss: 31.9146 - output22_loss: 23.4955 - output23_loss: 15.8499 - output24_loss: 23.2624 - output25_loss: 28.7735 - output26_loss: 15.1075 - output27_loss: 30.5727 - output28_loss: 24.9783 - output29_loss: 33.5282 - output00_mean_squared_error: 12.7387 - output01_mean_squared_error: 16.0741 - output02_mean_squared_error: 24.6417 - output03_mean_squared_error: 35.0433 - output04_mean_squared_error: 30.9282 - output05_mean_squared_error: 19.0838 - output06_mean_squared_error: 25.1647 - output07_mean_squared_error: 26.5077 - output08_mean_squared_error: 15.8003 - output09_mean_squared_error: 20.5689 - output10_mean_squared_error: 19.6654 - output11_mean_squared_error: 21.2588 - output12_mean_squared_error: 18.4914 - output13_mean_squared_error: 28.3703 - output14_mean_squared_error: 21.1470 - output15_mean_squared_error: 31.1983 - output16_mean_squared_error: 21.0476 - output17_mean_squared_error: 24.7368 - output18_mean_squared_error: 14.7386 - output19_mean_squared_error: 12.7545 - output20_mean_squared_error: 15.9055 - output21_mean_squared_error: 31.9146 - output22_mean_squared_error: 23.4955 - output23_mean_squared_error: 15.8499 - output24_mean_squared_error: 23.2624 - output25_mean_squared_error: 28.7735 - output26_mean_squared_error: 15.1075 - output27_mean_squared_error: 30.5727 - output28_mean_squared_error: 24.9783 - output29_mean_squared_error: 33.5282 Epoch 728/2000 121/121 [==============================] - 0s 861us/step - loss: 683.1486 - output00_loss: 12.7369 - output01_loss: 16.0673 - output02_loss: 24.6333 - output03_loss: 35.0335 - output04_loss: 30.9173 - output05_loss: 19.0810 - output06_loss: 25.1516 - output07_loss: 26.4963 - output08_loss: 15.7945 - output09_loss: 20.5633 - output10_loss: 19.6629 - output11_loss: 21.2560 - output12_loss: 18.4846 - output13_loss: 28.3630 - output14_loss: 21.1386 - output15_loss: 31.1900 - output16_loss: 21.0460 - output17_loss: 24.7270 - output18_loss: 14.7357 - output19_loss: 12.7501 - output20_loss: 15.8949 - output21_loss: 31.9059 - output22_loss: 23.4909 - output23_loss: 15.8480 - output24_loss: 23.2563 - output25_loss: 28.7697 - output26_loss: 15.1048 - output27_loss: 30.5667 - output28_loss: 24.9683 - output29_loss: 33.5139 - output00_mean_squared_error: 12.7369 - output01_mean_squared_error: 16.0673 - output02_mean_squared_error: 24.6333 - output03_mean_squared_error: 35.0335 - output04_mean_squared_error: 30.9173 - output05_mean_squared_error: 19.0810 - output06_mean_squared_error: 25.1516 - output07_mean_squared_error: 26.4963 - output08_mean_squared_error: 15.7945 - output09_mean_squared_error: 20.5633 - output10_mean_squared_error: 19.6629 - output11_mean_squared_error: 21.2560 - output12_mean_squared_error: 18.4846 - output13_mean_squared_error: 28.3630 - output14_mean_squared_error: 21.1386 - output15_mean_squared_error: 31.1900 - output16_mean_squared_error: 21.0460 - output17_mean_squared_error: 24.7270 - output18_mean_squared_error: 14.7357 - output19_mean_squared_error: 12.7501 - output20_mean_squared_error: 15.8949 - output21_mean_squared_error: 31.9059 - output22_mean_squared_error: 23.4909 - output23_mean_squared_error: 15.8480 - output24_mean_squared_error: 23.2563 - output25_mean_squared_error: 28.7697 - output26_mean_squared_error: 15.1048 - output27_mean_squared_error: 30.5667 - output28_mean_squared_error: 24.9683 - output29_mean_squared_error: 33.5139 Epoch 729/2000 121/121 [==============================] - 0s 852us/step - loss: 682.9497 - output00_loss: 12.7351 - output01_loss: 16.0606 - output02_loss: 24.6250 - output03_loss: 35.0237 - output04_loss: 30.9065 - output05_loss: 19.0783 - output06_loss: 25.1385 - output07_loss: 26.4850 - output08_loss: 15.7888 - output09_loss: 20.5576 - output10_loss: 19.6605 - output11_loss: 21.2532 - output12_loss: 18.4779 - output13_loss: 28.3557 - output14_loss: 21.1302 - output15_loss: 31.1817 - output16_loss: 21.0445 - output17_loss: 24.7173 - output18_loss: 14.7329 - output19_loss: 12.7458 - output20_loss: 15.8844 - output21_loss: 31.8972 - output22_loss: 23.4863 - output23_loss: 15.8461 - output24_loss: 23.2502 - output25_loss: 28.7658 - output26_loss: 15.1022 - output27_loss: 30.5607 - output28_loss: 24.9584 - output29_loss: 33.4995 - output00_mean_squared_error: 12.7351 - output01_mean_squared_error: 16.0606 - output02_mean_squared_error: 24.6250 - output03_mean_squared_error: 35.0237 - output04_mean_squared_error: 30.9065 - output05_mean_squared_error: 19.0783 - output06_mean_squared_error: 25.1385 - output07_mean_squared_error: 26.4850 - output08_mean_squared_error: 15.7888 - output09_mean_squared_error: 20.5576 - output10_mean_squared_error: 19.6605 - output11_mean_squared_error: 21.2532 - output12_mean_squared_error: 18.4779 - output13_mean_squared_error: 28.3557 - output14_mean_squared_error: 21.1302 - output15_mean_squared_error: 31.1817 - output16_mean_squared_error: 21.0445 - output17_mean_squared_error: 24.7173 - output18_mean_squared_error: 14.7329 - output19_mean_squared_error: 12.7458 - output20_mean_squared_error: 15.8844 - output21_mean_squared_error: 31.8972 - output22_mean_squared_error: 23.4863 - output23_mean_squared_error: 15.8461 - output24_mean_squared_error: 23.2502 - output25_mean_squared_error: 28.7658 - output26_mean_squared_error: 15.1022 - output27_mean_squared_error: 30.5607 - output28_mean_squared_error: 24.9584 - output29_mean_squared_error: 33.4995 Epoch 730/2000 121/121 [==============================] - 0s 840us/step - loss: 682.7513 - output00_loss: 12.7334 - output01_loss: 16.0538 - output02_loss: 24.6167 - output03_loss: 35.0140 - output04_loss: 30.8957 - output05_loss: 19.0755 - output06_loss: 25.1254 - output07_loss: 26.4737 - output08_loss: 15.7831 - output09_loss: 20.5520 - output10_loss: 19.6580 - output11_loss: 21.2504 - output12_loss: 18.4711 - output13_loss: 28.3484 - output14_loss: 21.1219 - output15_loss: 31.1735 - output16_loss: 21.0430 - output17_loss: 24.7075 - output18_loss: 14.7301 - output19_loss: 12.7415 - output20_loss: 15.8738 - output21_loss: 31.8885 - output22_loss: 23.4817 - output23_loss: 15.8442 - output24_loss: 23.2441 - output25_loss: 28.7620 - output26_loss: 15.0995 - output27_loss: 30.5548 - output28_loss: 24.9485 - output29_loss: 33.4851 - output00_mean_squared_error: 12.7334 - output01_mean_squared_error: 16.0538 - output02_mean_squared_error: 24.6167 - output03_mean_squared_error: 35.0140 - output04_mean_squared_error: 30.8957 - output05_mean_squared_error: 19.0755 - output06_mean_squared_error: 25.1254 - output07_mean_squared_error: 26.4737 - output08_mean_squared_error: 15.7831 - output09_mean_squared_error: 20.5520 - output10_mean_squared_error: 19.6580 - output11_mean_squared_error: 21.2504 - output12_mean_squared_error: 18.4711 - output13_mean_squared_error: 28.3484 - output14_mean_squared_error: 21.1219 - output15_mean_squared_error: 31.1735 - output16_mean_squared_error: 21.0430 - output17_mean_squared_error: 24.7075 - output18_mean_squared_error: 14.7301 - output19_mean_squared_error: 12.7415 - output20_mean_squared_error: 15.8738 - output21_mean_squared_error: 31.8885 - output22_mean_squared_error: 23.4817 - output23_mean_squared_error: 15.8442 - output24_mean_squared_error: 23.2441 - output25_mean_squared_error: 28.7620 - output26_mean_squared_error: 15.0995 - output27_mean_squared_error: 30.5548 - output28_mean_squared_error: 24.9485 - output29_mean_squared_error: 33.4851 Epoch 731/2000 121/121 [==============================] - 0s 931us/step - loss: 682.5535 - output00_loss: 12.7316 - output01_loss: 16.0471 - output02_loss: 24.6084 - output03_loss: 35.0043 - output04_loss: 30.8850 - output05_loss: 19.0728 - output06_loss: 25.1124 - output07_loss: 26.4624 - output08_loss: 15.7774 - output09_loss: 20.5464 - output10_loss: 19.6556 - output11_loss: 21.2477 - output12_loss: 18.4645 - output13_loss: 28.3412 - output14_loss: 21.1135 - output15_loss: 31.1653 - output16_loss: 21.0415 - output17_loss: 24.6978 - output18_loss: 14.7273 - output19_loss: 12.7372 - output20_loss: 15.8633 - output21_loss: 31.8799 - output22_loss: 23.4771 - output23_loss: 15.8423 - output24_loss: 23.2381 - output25_loss: 28.7582 - output26_loss: 15.0969 - output27_loss: 30.5489 - output28_loss: 24.9386 - output29_loss: 33.4708 - output00_mean_squared_error: 12.7316 - output01_mean_squared_error: 16.0471 - output02_mean_squared_error: 24.6084 - output03_mean_squared_error: 35.0043 - output04_mean_squared_error: 30.8850 - output05_mean_squared_error: 19.0728 - output06_mean_squared_error: 25.1124 - output07_mean_squared_error: 26.4624 - output08_mean_squared_error: 15.7774 - output09_mean_squared_error: 20.5464 - output10_mean_squared_error: 19.6556 - output11_mean_squared_error: 21.2477 - output12_mean_squared_error: 18.4645 - output13_mean_squared_error: 28.3412 - output14_mean_squared_error: 21.1135 - output15_mean_squared_error: 31.1653 - output16_mean_squared_error: 21.0415 - output17_mean_squared_error: 24.6978 - output18_mean_squared_error: 14.7273 - output19_mean_squared_error: 12.7372 - output20_mean_squared_error: 15.8633 - output21_mean_squared_error: 31.8799 - output22_mean_squared_error: 23.4771 - output23_mean_squared_error: 15.8423 - output24_mean_squared_error: 23.2381 - output25_mean_squared_error: 28.7582 - output26_mean_squared_error: 15.0969 - output27_mean_squared_error: 30.5489 - output28_mean_squared_error: 24.9386 - output29_mean_squared_error: 33.4708 Epoch 732/2000 121/121 [==============================] - 0s 755us/step - loss: 682.3563 - output00_loss: 12.7299 - output01_loss: 16.0404 - output02_loss: 24.6001 - output03_loss: 34.9946 - output04_loss: 30.8742 - output05_loss: 19.0700 - output06_loss: 25.0993 - output07_loss: 26.4511 - output08_loss: 15.7717 - output09_loss: 20.5409 - output10_loss: 19.6532 - output11_loss: 21.2450 - output12_loss: 18.4578 - output13_loss: 28.3339 - output14_loss: 21.1052 - output15_loss: 31.1571 - output16_loss: 21.0401 - output17_loss: 24.6882 - output18_loss: 14.7245 - output19_loss: 12.7329 - output20_loss: 15.8528 - output21_loss: 31.8713 - output22_loss: 23.4726 - output23_loss: 15.8404 - output24_loss: 23.2321 - output25_loss: 28.7544 - output26_loss: 15.0942 - output27_loss: 30.5430 - output28_loss: 24.9288 - output29_loss: 33.4565 - output00_mean_squared_error: 12.7299 - output01_mean_squared_error: 16.0404 - output02_mean_squared_error: 24.6001 - output03_mean_squared_error: 34.9946 - output04_mean_squared_error: 30.8742 - output05_mean_squared_error: 19.0700 - output06_mean_squared_error: 25.0993 - output07_mean_squared_error: 26.4511 - output08_mean_squared_error: 15.7717 - output09_mean_squared_error: 20.5409 - output10_mean_squared_error: 19.6532 - output11_mean_squared_error: 21.2450 - output12_mean_squared_error: 18.4578 - output13_mean_squared_error: 28.3339 - output14_mean_squared_error: 21.1052 - output15_mean_squared_error: 31.1571 - output16_mean_squared_error: 21.0401 - output17_mean_squared_error: 24.6882 - output18_mean_squared_error: 14.7245 - output19_mean_squared_error: 12.7329 - output20_mean_squared_error: 15.8528 - output21_mean_squared_error: 31.8713 - output22_mean_squared_error: 23.4726 - output23_mean_squared_error: 15.8404 - output24_mean_squared_error: 23.2321 - output25_mean_squared_error: 28.7544 - output26_mean_squared_error: 15.0942 - output27_mean_squared_error: 30.5430 - output28_mean_squared_error: 24.9288 - output29_mean_squared_error: 33.4565 Epoch 733/2000 121/121 [==============================] - 0s 934us/step - loss: 682.1595 - output00_loss: 12.7282 - output01_loss: 16.0337 - output02_loss: 24.5919 - output03_loss: 34.9850 - output04_loss: 30.8634 - output05_loss: 19.0673 - output06_loss: 25.0863 - output07_loss: 26.4399 - output08_loss: 15.7661 - output09_loss: 20.5354 - output10_loss: 19.6507 - output11_loss: 21.2422 - output12_loss: 18.4511 - output13_loss: 28.3267 - output14_loss: 21.0969 - output15_loss: 31.1489 - output16_loss: 21.0386 - output17_loss: 24.6786 - output18_loss: 14.7218 - output19_loss: 12.7286 - output20_loss: 15.8424 - output21_loss: 31.8628 - output22_loss: 23.4681 - output23_loss: 15.8385 - output24_loss: 23.2261 - output25_loss: 28.7507 - output26_loss: 15.0916 - output27_loss: 30.5371 - output28_loss: 24.9189 - output29_loss: 33.4422 - output00_mean_squared_error: 12.7282 - output01_mean_squared_error: 16.0337 - output02_mean_squared_error: 24.5919 - output03_mean_squared_error: 34.9850 - output04_mean_squared_error: 30.8634 - output05_mean_squared_error: 19.0673 - output06_mean_squared_error: 25.0863 - output07_mean_squared_error: 26.4399 - output08_mean_squared_error: 15.7661 - output09_mean_squared_error: 20.5354 - output10_mean_squared_error: 19.6507 - output11_mean_squared_error: 21.2422 - output12_mean_squared_error: 18.4511 - output13_mean_squared_error: 28.3267 - output14_mean_squared_error: 21.0969 - output15_mean_squared_error: 31.1489 - output16_mean_squared_error: 21.0386 - output17_mean_squared_error: 24.6786 - output18_mean_squared_error: 14.7218 - output19_mean_squared_error: 12.7286 - output20_mean_squared_error: 15.8424 - output21_mean_squared_error: 31.8628 - output22_mean_squared_error: 23.4681 - output23_mean_squared_error: 15.8385 - output24_mean_squared_error: 23.2261 - output25_mean_squared_error: 28.7507 - output26_mean_squared_error: 15.0916 - output27_mean_squared_error: 30.5371 - output28_mean_squared_error: 24.9189 - output29_mean_squared_error: 33.4422 Epoch 734/2000 121/121 [==============================] - 0s 1ms/step - loss: 681.9632 - output00_loss: 12.7264 - output01_loss: 16.0270 - output02_loss: 24.5837 - output03_loss: 34.9753 - output04_loss: 30.8527 - output05_loss: 19.0646 - output06_loss: 25.0733 - output07_loss: 26.4287 - output08_loss: 15.7604 - output09_loss: 20.5298 - output10_loss: 19.6483 - output11_loss: 21.2395 - output12_loss: 18.4445 - output13_loss: 28.3195 - output14_loss: 21.0886 - output15_loss: 31.1407 - output16_loss: 21.0371 - output17_loss: 24.6690 - output18_loss: 14.7190 - output19_loss: 12.7243 - output20_loss: 15.8319 - output21_loss: 31.8543 - output22_loss: 23.4635 - output23_loss: 15.8367 - output24_loss: 23.2201 - output25_loss: 28.7469 - output26_loss: 15.0890 - output27_loss: 30.5312 - output28_loss: 24.9091 - output29_loss: 33.4280 - output00_mean_squared_error: 12.7264 - output01_mean_squared_error: 16.0270 - output02_mean_squared_error: 24.5837 - output03_mean_squared_error: 34.9753 - output04_mean_squared_error: 30.8527 - output05_mean_squared_error: 19.0646 - output06_mean_squared_error: 25.0733 - output07_mean_squared_error: 26.4287 - output08_mean_squared_error: 15.7604 - output09_mean_squared_error: 20.5298 - output10_mean_squared_error: 19.6483 - output11_mean_squared_error: 21.2395 - output12_mean_squared_error: 18.4445 - output13_mean_squared_error: 28.3195 - output14_mean_squared_error: 21.0886 - output15_mean_squared_error: 31.1407 - output16_mean_squared_error: 21.0371 - output17_mean_squared_error: 24.6690 - output18_mean_squared_error: 14.7190 - output19_mean_squared_error: 12.7243 - output20_mean_squared_error: 15.8319 - output21_mean_squared_error: 31.8543 - output22_mean_squared_error: 23.4635 - output23_mean_squared_error: 15.8367 - output24_mean_squared_error: 23.2201 - output25_mean_squared_error: 28.7469 - output26_mean_squared_error: 15.0890 - output27_mean_squared_error: 30.5312 - output28_mean_squared_error: 24.9091 - output29_mean_squared_error: 33.4280 Epoch 735/2000 121/121 [==============================] - 0s 505us/step - loss: 681.7675 - output00_loss: 12.7247 - output01_loss: 16.0203 - output02_loss: 24.5755 - output03_loss: 34.9658 - output04_loss: 30.8420 - output05_loss: 19.0619 - output06_loss: 25.0604 - output07_loss: 26.4175 - output08_loss: 15.7548 - output09_loss: 20.5244 - output10_loss: 19.6459 - output11_loss: 21.2368 - output12_loss: 18.4379 - output13_loss: 28.3123 - output14_loss: 21.0803 - output15_loss: 31.1326 - output16_loss: 21.0357 - output17_loss: 24.6594 - output18_loss: 14.7163 - output19_loss: 12.7200 - output20_loss: 15.8215 - output21_loss: 31.8458 - output22_loss: 23.4590 - output23_loss: 15.8348 - output24_loss: 23.2141 - output25_loss: 28.7432 - output26_loss: 15.0864 - output27_loss: 30.5253 - output28_loss: 24.8993 - output29_loss: 33.4138 - output00_mean_squared_error: 12.7247 - output01_mean_squared_error: 16.0203 - output02_mean_squared_error: 24.5755 - output03_mean_squared_error: 34.9658 - output04_mean_squared_error: 30.8420 - output05_mean_squared_error: 19.0619 - output06_mean_squared_error: 25.0604 - output07_mean_squared_error: 26.4175 - output08_mean_squared_error: 15.7548 - output09_mean_squared_error: 20.5244 - output10_mean_squared_error: 19.6459 - output11_mean_squared_error: 21.2368 - output12_mean_squared_error: 18.4379 - output13_mean_squared_error: 28.3123 - output14_mean_squared_error: 21.0803 - output15_mean_squared_error: 31.1326 - output16_mean_squared_error: 21.0357 - output17_mean_squared_error: 24.6594 - output18_mean_squared_error: 14.7163 - output19_mean_squared_error: 12.7200 - output20_mean_squared_error: 15.8215 - output21_mean_squared_error: 31.8458 - output22_mean_squared_error: 23.4590 - output23_mean_squared_error: 15.8348 - output24_mean_squared_error: 23.2141 - output25_mean_squared_error: 28.7432 - output26_mean_squared_error: 15.0864 - output27_mean_squared_error: 30.5253 - output28_mean_squared_error: 24.8993 - output29_mean_squared_error: 33.4138 Epoch 736/2000 121/121 [==============================] - 0s 783us/step - loss: 681.5723 - output00_loss: 12.7230 - output01_loss: 16.0137 - output02_loss: 24.5673 - output03_loss: 34.9562 - output04_loss: 30.8313 - output05_loss: 19.0593 - output06_loss: 25.0475 - output07_loss: 26.4064 - output08_loss: 15.7492 - output09_loss: 20.5189 - output10_loss: 19.6435 - output11_loss: 21.2341 - output12_loss: 18.4313 - output13_loss: 28.3051 - output14_loss: 21.0721 - output15_loss: 31.1244 - output16_loss: 21.0342 - output17_loss: 24.6499 - output18_loss: 14.7135 - output19_loss: 12.7157 - output20_loss: 15.8111 - output21_loss: 31.8373 - output22_loss: 23.4545 - output23_loss: 15.8329 - output24_loss: 23.2082 - output25_loss: 28.7394 - output26_loss: 15.0838 - output27_loss: 30.5195 - output28_loss: 24.8895 - output29_loss: 33.3995 - output00_mean_squared_error: 12.7230 - output01_mean_squared_error: 16.0137 - output02_mean_squared_error: 24.5673 - output03_mean_squared_error: 34.9562 - output04_mean_squared_error: 30.8313 - output05_mean_squared_error: 19.0593 - output06_mean_squared_error: 25.0475 - output07_mean_squared_error: 26.4064 - output08_mean_squared_error: 15.7492 - output09_mean_squared_error: 20.5189 - output10_mean_squared_error: 19.6435 - output11_mean_squared_error: 21.2341 - output12_mean_squared_error: 18.4313 - output13_mean_squared_error: 28.3051 - output14_mean_squared_error: 21.0721 - output15_mean_squared_error: 31.1244 - output16_mean_squared_error: 21.0342 - output17_mean_squared_error: 24.6499 - output18_mean_squared_error: 14.7135 - output19_mean_squared_error: 12.7157 - output20_mean_squared_error: 15.8111 - output21_mean_squared_error: 31.8373 - output22_mean_squared_error: 23.4545 - output23_mean_squared_error: 15.8329 - output24_mean_squared_error: 23.2082 - output25_mean_squared_error: 28.7394 - output26_mean_squared_error: 15.0838 - output27_mean_squared_error: 30.5195 - output28_mean_squared_error: 24.8895 - output29_mean_squared_error: 33.3995 Epoch 737/2000 121/121 [==============================] - 0s 669us/step - loss: 681.3778 - output00_loss: 12.7213 - output01_loss: 16.0071 - output02_loss: 24.5591 - output03_loss: 34.9467 - output04_loss: 30.8206 - output05_loss: 19.0566 - output06_loss: 25.0346 - output07_loss: 26.3953 - output08_loss: 15.7436 - output09_loss: 20.5135 - output10_loss: 19.6412 - output11_loss: 21.2315 - output12_loss: 18.4247 - output13_loss: 28.2979 - output14_loss: 21.0638 - output15_loss: 31.1163 - output16_loss: 21.0327 - output17_loss: 24.6404 - output18_loss: 14.7108 - output19_loss: 12.7114 - output20_loss: 15.8008 - output21_loss: 31.8289 - output22_loss: 23.4501 - output23_loss: 15.8311 - output24_loss: 23.2023 - output25_loss: 28.7357 - output26_loss: 15.0812 - output27_loss: 30.5137 - output28_loss: 24.8797 - output29_loss: 33.3853 - output00_mean_squared_error: 12.7213 - output01_mean_squared_error: 16.0071 - output02_mean_squared_error: 24.5591 - output03_mean_squared_error: 34.9467 - output04_mean_squared_error: 30.8206 - output05_mean_squared_error: 19.0566 - output06_mean_squared_error: 25.0346 - output07_mean_squared_error: 26.3953 - output08_mean_squared_error: 15.7436 - output09_mean_squared_error: 20.5135 - output10_mean_squared_error: 19.6412 - output11_mean_squared_error: 21.2315 - output12_mean_squared_error: 18.4247 - output13_mean_squared_error: 28.2979 - output14_mean_squared_error: 21.0638 - output15_mean_squared_error: 31.1163 - output16_mean_squared_error: 21.0327 - output17_mean_squared_error: 24.6404 - output18_mean_squared_error: 14.7108 - output19_mean_squared_error: 12.7114 - output20_mean_squared_error: 15.8008 - output21_mean_squared_error: 31.8289 - output22_mean_squared_error: 23.4501 - output23_mean_squared_error: 15.8311 - output24_mean_squared_error: 23.2023 - output25_mean_squared_error: 28.7357 - output26_mean_squared_error: 15.0812 - output27_mean_squared_error: 30.5137 - output28_mean_squared_error: 24.8797 - output29_mean_squared_error: 33.3853 Epoch 738/2000 121/121 [==============================] - 0s 1ms/step - loss: 681.1837 - output00_loss: 12.7196 - output01_loss: 16.0004 - output02_loss: 24.5510 - output03_loss: 34.9372 - output04_loss: 30.8099 - output05_loss: 19.0540 - output06_loss: 25.0217 - output07_loss: 26.3842 - output08_loss: 15.7381 - output09_loss: 20.5080 - output10_loss: 19.6388 - output11_loss: 21.2288 - output12_loss: 18.4182 - output13_loss: 28.2907 - output14_loss: 21.0556 - output15_loss: 31.1082 - output16_loss: 21.0313 - output17_loss: 24.6310 - output18_loss: 14.7081 - output19_loss: 12.7071 - output20_loss: 15.7904 - output21_loss: 31.8205 - output22_loss: 23.4456 - output23_loss: 15.8293 - output24_loss: 23.1964 - output25_loss: 28.7320 - output26_loss: 15.0786 - output27_loss: 30.5079 - output28_loss: 24.8699 - output29_loss: 33.3712 - output00_mean_squared_error: 12.7196 - output01_mean_squared_error: 16.0004 - output02_mean_squared_error: 24.5510 - output03_mean_squared_error: 34.9372 - output04_mean_squared_error: 30.8099 - output05_mean_squared_error: 19.0540 - output06_mean_squared_error: 25.0217 - output07_mean_squared_error: 26.3842 - output08_mean_squared_error: 15.7381 - output09_mean_squared_error: 20.5080 - output10_mean_squared_error: 19.6388 - output11_mean_squared_error: 21.2288 - output12_mean_squared_error: 18.4182 - output13_mean_squared_error: 28.2907 - output14_mean_squared_error: 21.0556 - output15_mean_squared_error: 31.1082 - output16_mean_squared_error: 21.0313 - output17_mean_squared_error: 24.6310 - output18_mean_squared_error: 14.7081 - output19_mean_squared_error: 12.7071 - output20_mean_squared_error: 15.7904 - output21_mean_squared_error: 31.8205 - output22_mean_squared_error: 23.4456 - output23_mean_squared_error: 15.8293 - output24_mean_squared_error: 23.1964 - output25_mean_squared_error: 28.7320 - output26_mean_squared_error: 15.0786 - output27_mean_squared_error: 30.5079 - output28_mean_squared_error: 24.8699 - output29_mean_squared_error: 33.3712 Epoch 739/2000 121/121 [==============================] - 0s 1ms/step - loss: 680.9901 - output00_loss: 12.7180 - output01_loss: 15.9938 - output02_loss: 24.5429 - output03_loss: 34.9277 - output04_loss: 30.7993 - output05_loss: 19.0513 - output06_loss: 25.0088 - output07_loss: 26.3731 - output08_loss: 15.7325 - output09_loss: 20.5026 - output10_loss: 19.6364 - output11_loss: 21.2262 - output12_loss: 18.4117 - output13_loss: 28.2835 - output14_loss: 21.0474 - output15_loss: 31.1001 - output16_loss: 21.0299 - output17_loss: 24.6216 - output18_loss: 14.7054 - output19_loss: 12.7029 - output20_loss: 15.7801 - output21_loss: 31.8122 - output22_loss: 23.4412 - output23_loss: 15.8274 - output24_loss: 23.1905 - output25_loss: 28.7283 - output26_loss: 15.0761 - output27_loss: 30.5021 - output28_loss: 24.8602 - output29_loss: 33.3570 - output00_mean_squared_error: 12.7180 - output01_mean_squared_error: 15.9938 - output02_mean_squared_error: 24.5429 - output03_mean_squared_error: 34.9277 - output04_mean_squared_error: 30.7993 - output05_mean_squared_error: 19.0513 - output06_mean_squared_error: 25.0088 - output07_mean_squared_error: 26.3731 - output08_mean_squared_error: 15.7325 - output09_mean_squared_error: 20.5026 - output10_mean_squared_error: 19.6364 - output11_mean_squared_error: 21.2262 - output12_mean_squared_error: 18.4117 - output13_mean_squared_error: 28.2835 - output14_mean_squared_error: 21.0474 - output15_mean_squared_error: 31.1001 - output16_mean_squared_error: 21.0299 - output17_mean_squared_error: 24.6216 - output18_mean_squared_error: 14.7054 - output19_mean_squared_error: 12.7029 - output20_mean_squared_error: 15.7801 - output21_mean_squared_error: 31.8122 - output22_mean_squared_error: 23.4412 - output23_mean_squared_error: 15.8274 - output24_mean_squared_error: 23.1905 - output25_mean_squared_error: 28.7283 - output26_mean_squared_error: 15.0761 - output27_mean_squared_error: 30.5021 - output28_mean_squared_error: 24.8602 - output29_mean_squared_error: 33.3570 Epoch 740/2000 121/121 [==============================] - 0s 621us/step - loss: 680.7971 - output00_loss: 12.7163 - output01_loss: 15.9873 - output02_loss: 24.5348 - output03_loss: 34.9183 - output04_loss: 30.7886 - output05_loss: 19.0487 - output06_loss: 24.9960 - output07_loss: 26.3621 - output08_loss: 15.7270 - output09_loss: 20.4973 - output10_loss: 19.6341 - output11_loss: 21.2236 - output12_loss: 18.4052 - output13_loss: 28.2764 - output14_loss: 21.0392 - output15_loss: 31.0920 - output16_loss: 21.0284 - output17_loss: 24.6122 - output18_loss: 14.7027 - output19_loss: 12.6986 - output20_loss: 15.7698 - output21_loss: 31.8038 - output22_loss: 23.4367 - output23_loss: 15.8256 - output24_loss: 23.1846 - output25_loss: 28.7247 - output26_loss: 15.0735 - output27_loss: 30.4963 - output28_loss: 24.8504 - output29_loss: 33.3429 - output00_mean_squared_error: 12.7163 - output01_mean_squared_error: 15.9873 - output02_mean_squared_error: 24.5348 - output03_mean_squared_error: 34.9183 - output04_mean_squared_error: 30.7886 - output05_mean_squared_error: 19.0487 - output06_mean_squared_error: 24.9960 - output07_mean_squared_error: 26.3621 - output08_mean_squared_error: 15.7270 - output09_mean_squared_error: 20.4973 - output10_mean_squared_error: 19.6341 - output11_mean_squared_error: 21.2236 - output12_mean_squared_error: 18.4052 - output13_mean_squared_error: 28.2764 - output14_mean_squared_error: 21.0392 - output15_mean_squared_error: 31.0920 - output16_mean_squared_error: 21.0284 - output17_mean_squared_error: 24.6122 - output18_mean_squared_error: 14.7027 - output19_mean_squared_error: 12.6986 - output20_mean_squared_error: 15.7698 - output21_mean_squared_error: 31.8038 - output22_mean_squared_error: 23.4367 - output23_mean_squared_error: 15.8256 - output24_mean_squared_error: 23.1846 - output25_mean_squared_error: 28.7247 - output26_mean_squared_error: 15.0735 - output27_mean_squared_error: 30.4963 - output28_mean_squared_error: 24.8504 - output29_mean_squared_error: 33.3429 Epoch 741/2000 121/121 [==============================] - 0s 656us/step - loss: 680.6045 - output00_loss: 12.7146 - output01_loss: 15.9807 - output02_loss: 24.5267 - output03_loss: 34.9089 - output04_loss: 30.7780 - output05_loss: 19.0461 - output06_loss: 24.9832 - output07_loss: 26.3510 - output08_loss: 15.7215 - output09_loss: 20.4919 - output10_loss: 19.6318 - output11_loss: 21.2209 - output12_loss: 18.3987 - output13_loss: 28.2692 - output14_loss: 21.0310 - output15_loss: 31.0840 - output16_loss: 21.0270 - output17_loss: 24.6028 - output18_loss: 14.7000 - output19_loss: 12.6944 - output20_loss: 15.7595 - output21_loss: 31.7955 - output22_loss: 23.4323 - output23_loss: 15.8238 - output24_loss: 23.1788 - output25_loss: 28.7210 - output26_loss: 15.0710 - output27_loss: 30.4905 - output28_loss: 24.8407 - output29_loss: 33.3288 - output00_mean_squared_error: 12.7146 - output01_mean_squared_error: 15.9807 - output02_mean_squared_error: 24.5267 - output03_mean_squared_error: 34.9089 - output04_mean_squared_error: 30.7780 - output05_mean_squared_error: 19.0461 - output06_mean_squared_error: 24.9832 - output07_mean_squared_error: 26.3510 - output08_mean_squared_error: 15.7215 - output09_mean_squared_error: 20.4919 - output10_mean_squared_error: 19.6318 - output11_mean_squared_error: 21.2209 - output12_mean_squared_error: 18.3987 - output13_mean_squared_error: 28.2692 - output14_mean_squared_error: 21.0310 - output15_mean_squared_error: 31.0840 - output16_mean_squared_error: 21.0270 - output17_mean_squared_error: 24.6028 - output18_mean_squared_error: 14.7000 - output19_mean_squared_error: 12.6944 - output20_mean_squared_error: 15.7595 - output21_mean_squared_error: 31.7955 - output22_mean_squared_error: 23.4323 - output23_mean_squared_error: 15.8238 - output24_mean_squared_error: 23.1788 - output25_mean_squared_error: 28.7210 - output26_mean_squared_error: 15.0710 - output27_mean_squared_error: 30.4905 - output28_mean_squared_error: 24.8407 - output29_mean_squared_error: 33.3288 Epoch 742/2000 121/121 [==============================] - 0s 687us/step - loss: 680.4125 - output00_loss: 12.7130 - output01_loss: 15.9741 - output02_loss: 24.5186 - output03_loss: 34.8995 - output04_loss: 30.7674 - output05_loss: 19.0435 - output06_loss: 24.9704 - output07_loss: 26.3400 - output08_loss: 15.7160 - output09_loss: 20.4866 - output10_loss: 19.6294 - output11_loss: 21.2183 - output12_loss: 18.3922 - output13_loss: 28.2621 - output14_loss: 21.0229 - output15_loss: 31.0759 - output16_loss: 21.0256 - output17_loss: 24.5935 - output18_loss: 14.6974 - output19_loss: 12.6901 - output20_loss: 15.7493 - output21_loss: 31.7873 - output22_loss: 23.4279 - output23_loss: 15.8220 - output24_loss: 23.1729 - output25_loss: 28.7174 - output26_loss: 15.0684 - output27_loss: 30.4848 - output28_loss: 24.8310 - output29_loss: 33.3147 - output00_mean_squared_error: 12.7130 - output01_mean_squared_error: 15.9741 - output02_mean_squared_error: 24.5186 - output03_mean_squared_error: 34.8995 - output04_mean_squared_error: 30.7674 - output05_mean_squared_error: 19.0435 - output06_mean_squared_error: 24.9704 - output07_mean_squared_error: 26.3400 - output08_mean_squared_error: 15.7160 - output09_mean_squared_error: 20.4866 - output10_mean_squared_error: 19.6294 - output11_mean_squared_error: 21.2183 - output12_mean_squared_error: 18.3922 - output13_mean_squared_error: 28.2621 - output14_mean_squared_error: 21.0229 - output15_mean_squared_error: 31.0759 - output16_mean_squared_error: 21.0256 - output17_mean_squared_error: 24.5935 - output18_mean_squared_error: 14.6974 - output19_mean_squared_error: 12.6901 - output20_mean_squared_error: 15.7493 - output21_mean_squared_error: 31.7873 - output22_mean_squared_error: 23.4279 - output23_mean_squared_error: 15.8220 - output24_mean_squared_error: 23.1729 - output25_mean_squared_error: 28.7174 - output26_mean_squared_error: 15.0684 - output27_mean_squared_error: 30.4848 - output28_mean_squared_error: 24.8310 - output29_mean_squared_error: 33.3147 Epoch 743/2000 121/121 [==============================] - 0s 886us/step - loss: 680.2210 - output00_loss: 12.7113 - output01_loss: 15.9676 - output02_loss: 24.5106 - output03_loss: 34.8902 - output04_loss: 30.7568 - output05_loss: 19.0409 - output06_loss: 24.9577 - output07_loss: 26.3291 - output08_loss: 15.7105 - output09_loss: 20.4813 - output10_loss: 19.6271 - output11_loss: 21.2158 - output12_loss: 18.3858 - output13_loss: 28.2550 - output14_loss: 21.0147 - output15_loss: 31.0679 - output16_loss: 21.0242 - output17_loss: 24.5843 - output18_loss: 14.6947 - output19_loss: 12.6859 - output20_loss: 15.7391 - output21_loss: 31.7790 - output22_loss: 23.4235 - output23_loss: 15.8202 - output24_loss: 23.1671 - output25_loss: 28.7137 - output26_loss: 15.0659 - output27_loss: 30.4791 - output28_loss: 24.8213 - output29_loss: 33.3006 - output00_mean_squared_error: 12.7113 - output01_mean_squared_error: 15.9676 - output02_mean_squared_error: 24.5106 - output03_mean_squared_error: 34.8902 - output04_mean_squared_error: 30.7568 - output05_mean_squared_error: 19.0409 - output06_mean_squared_error: 24.9577 - output07_mean_squared_error: 26.3291 - output08_mean_squared_error: 15.7105 - output09_mean_squared_error: 20.4813 - output10_mean_squared_error: 19.6271 - output11_mean_squared_error: 21.2158 - output12_mean_squared_error: 18.3858 - output13_mean_squared_error: 28.2550 - output14_mean_squared_error: 21.0147 - output15_mean_squared_error: 31.0679 - output16_mean_squared_error: 21.0242 - output17_mean_squared_error: 24.5843 - output18_mean_squared_error: 14.6947 - output19_mean_squared_error: 12.6859 - output20_mean_squared_error: 15.7391 - output21_mean_squared_error: 31.7790 - output22_mean_squared_error: 23.4235 - output23_mean_squared_error: 15.8202 - output24_mean_squared_error: 23.1671 - output25_mean_squared_error: 28.7137 - output26_mean_squared_error: 15.0659 - output27_mean_squared_error: 30.4791 - output28_mean_squared_error: 24.8213 - output29_mean_squared_error: 33.3006 Epoch 744/2000 121/121 [==============================] - 0s 877us/step - loss: 680.0300 - output00_loss: 12.7097 - output01_loss: 15.9611 - output02_loss: 24.5026 - output03_loss: 34.8808 - output04_loss: 30.7462 - output05_loss: 19.0383 - output06_loss: 24.9449 - output07_loss: 26.3181 - output08_loss: 15.7051 - output09_loss: 20.4760 - output10_loss: 19.6248 - output11_loss: 21.2132 - output12_loss: 18.3794 - output13_loss: 28.2479 - output14_loss: 21.0066 - output15_loss: 31.0599 - output16_loss: 21.0228 - output17_loss: 24.5750 - output18_loss: 14.6921 - output19_loss: 12.6816 - output20_loss: 15.7289 - output21_loss: 31.7708 - output22_loss: 23.4192 - output23_loss: 15.8184 - output24_loss: 23.1613 - output25_loss: 28.7101 - output26_loss: 15.0634 - output27_loss: 30.4734 - output28_loss: 24.8117 - output29_loss: 33.2866 - output00_mean_squared_error: 12.7097 - output01_mean_squared_error: 15.9611 - output02_mean_squared_error: 24.5026 - output03_mean_squared_error: 34.8808 - output04_mean_squared_error: 30.7462 - output05_mean_squared_error: 19.0383 - output06_mean_squared_error: 24.9449 - output07_mean_squared_error: 26.3181 - output08_mean_squared_error: 15.7051 - output09_mean_squared_error: 20.4760 - output10_mean_squared_error: 19.6248 - output11_mean_squared_error: 21.2132 - output12_mean_squared_error: 18.3794 - output13_mean_squared_error: 28.2479 - output14_mean_squared_error: 21.0066 - output15_mean_squared_error: 31.0599 - output16_mean_squared_error: 21.0228 - output17_mean_squared_error: 24.5750 - output18_mean_squared_error: 14.6921 - output19_mean_squared_error: 12.6816 - output20_mean_squared_error: 15.7289 - output21_mean_squared_error: 31.7708 - output22_mean_squared_error: 23.4192 - output23_mean_squared_error: 15.8184 - output24_mean_squared_error: 23.1613 - output25_mean_squared_error: 28.7101 - output26_mean_squared_error: 15.0634 - output27_mean_squared_error: 30.4734 - output28_mean_squared_error: 24.8117 - output29_mean_squared_error: 33.2866 Epoch 745/2000 121/121 [==============================] - 0s 975us/step - loss: 679.8395 - output00_loss: 12.7080 - output01_loss: 15.9546 - output02_loss: 24.4946 - output03_loss: 34.8716 - output04_loss: 30.7356 - output05_loss: 19.0358 - output06_loss: 24.9322 - output07_loss: 26.3072 - output08_loss: 15.6996 - output09_loss: 20.4708 - output10_loss: 19.6225 - output11_loss: 21.2106 - output12_loss: 18.3730 - output13_loss: 28.2408 - output14_loss: 20.9985 - output15_loss: 31.0519 - output16_loss: 21.0214 - output17_loss: 24.5658 - output18_loss: 14.6895 - output19_loss: 12.6774 - output20_loss: 15.7187 - output21_loss: 31.7627 - output22_loss: 23.4148 - output23_loss: 15.8166 - output24_loss: 23.1555 - output25_loss: 28.7065 - output26_loss: 15.0609 - output27_loss: 30.4677 - output28_loss: 24.8020 - output29_loss: 33.2725 - output00_mean_squared_error: 12.7080 - output01_mean_squared_error: 15.9546 - output02_mean_squared_error: 24.4946 - output03_mean_squared_error: 34.8716 - output04_mean_squared_error: 30.7356 - output05_mean_squared_error: 19.0358 - output06_mean_squared_error: 24.9322 - output07_mean_squared_error: 26.3072 - output08_mean_squared_error: 15.6996 - output09_mean_squared_error: 20.4708 - output10_mean_squared_error: 19.6225 - output11_mean_squared_error: 21.2106 - output12_mean_squared_error: 18.3730 - output13_mean_squared_error: 28.2408 - output14_mean_squared_error: 20.9985 - output15_mean_squared_error: 31.0519 - output16_mean_squared_error: 21.0214 - output17_mean_squared_error: 24.5658 - output18_mean_squared_error: 14.6895 - output19_mean_squared_error: 12.6774 - output20_mean_squared_error: 15.7187 - output21_mean_squared_error: 31.7627 - output22_mean_squared_error: 23.4148 - output23_mean_squared_error: 15.8166 - output24_mean_squared_error: 23.1555 - output25_mean_squared_error: 28.7065 - output26_mean_squared_error: 15.0609 - output27_mean_squared_error: 30.4677 - output28_mean_squared_error: 24.8020 - output29_mean_squared_error: 33.2725 Epoch 746/2000 121/121 [==============================] - 0s 1ms/step - loss: 679.6495 - output00_loss: 12.7064 - output01_loss: 15.9481 - output02_loss: 24.4866 - output03_loss: 34.8623 - output04_loss: 30.7250 - output05_loss: 19.0332 - output06_loss: 24.9195 - output07_loss: 26.2963 - output08_loss: 15.6942 - output09_loss: 20.4655 - output10_loss: 19.6202 - output11_loss: 21.2081 - output12_loss: 18.3666 - output13_loss: 28.2337 - output14_loss: 20.9904 - output15_loss: 31.0439 - output16_loss: 21.0200 - output17_loss: 24.5566 - output18_loss: 14.6869 - output19_loss: 12.6732 - output20_loss: 15.7085 - output21_loss: 31.7545 - output22_loss: 23.4105 - output23_loss: 15.8148 - output24_loss: 23.1498 - output25_loss: 28.7030 - output26_loss: 15.0585 - output27_loss: 30.4620 - output28_loss: 24.7924 - output29_loss: 33.2585 - output00_mean_squared_error: 12.7064 - output01_mean_squared_error: 15.9481 - output02_mean_squared_error: 24.4866 - output03_mean_squared_error: 34.8623 - output04_mean_squared_error: 30.7250 - output05_mean_squared_error: 19.0332 - output06_mean_squared_error: 24.9195 - output07_mean_squared_error: 26.2963 - output08_mean_squared_error: 15.6942 - output09_mean_squared_error: 20.4655 - output10_mean_squared_error: 19.6202 - output11_mean_squared_error: 21.2081 - output12_mean_squared_error: 18.3666 - output13_mean_squared_error: 28.2337 - output14_mean_squared_error: 20.9904 - output15_mean_squared_error: 31.0439 - output16_mean_squared_error: 21.0200 - output17_mean_squared_error: 24.5566 - output18_mean_squared_error: 14.6869 - output19_mean_squared_error: 12.6732 - output20_mean_squared_error: 15.7085 - output21_mean_squared_error: 31.7545 - output22_mean_squared_error: 23.4105 - output23_mean_squared_error: 15.8148 - output24_mean_squared_error: 23.1498 - output25_mean_squared_error: 28.7030 - output26_mean_squared_error: 15.0585 - output27_mean_squared_error: 30.4620 - output28_mean_squared_error: 24.7924 - output29_mean_squared_error: 33.2585 Epoch 747/2000 121/121 [==============================] - 0s 759us/step - loss: 679.4601 - output00_loss: 12.7048 - output01_loss: 15.9416 - output02_loss: 24.4787 - output03_loss: 34.8531 - output04_loss: 30.7145 - output05_loss: 19.0307 - output06_loss: 24.9069 - output07_loss: 26.2854 - output08_loss: 15.6888 - output09_loss: 20.4603 - output10_loss: 19.6180 - output11_loss: 21.2056 - output12_loss: 18.3603 - output13_loss: 28.2267 - output14_loss: 20.9823 - output15_loss: 31.0360 - output16_loss: 21.0186 - output17_loss: 24.5475 - output18_loss: 14.6843 - output19_loss: 12.6690 - output20_loss: 15.6984 - output21_loss: 31.7464 - output22_loss: 23.4062 - output23_loss: 15.8131 - output24_loss: 23.1441 - output25_loss: 28.6994 - output26_loss: 15.0560 - output27_loss: 30.4564 - output28_loss: 24.7828 - output29_loss: 33.2446 - output00_mean_squared_error: 12.7048 - output01_mean_squared_error: 15.9416 - output02_mean_squared_error: 24.4787 - output03_mean_squared_error: 34.8531 - output04_mean_squared_error: 30.7145 - output05_mean_squared_error: 19.0307 - output06_mean_squared_error: 24.9069 - output07_mean_squared_error: 26.2854 - output08_mean_squared_error: 15.6888 - output09_mean_squared_error: 20.4603 - output10_mean_squared_error: 19.6180 - output11_mean_squared_error: 21.2056 - output12_mean_squared_error: 18.3603 - output13_mean_squared_error: 28.2267 - output14_mean_squared_error: 20.9823 - output15_mean_squared_error: 31.0360 - output16_mean_squared_error: 21.0186 - output17_mean_squared_error: 24.5475 - output18_mean_squared_error: 14.6843 - output19_mean_squared_error: 12.6690 - output20_mean_squared_error: 15.6984 - output21_mean_squared_error: 31.7464 - output22_mean_squared_error: 23.4062 - output23_mean_squared_error: 15.8131 - output24_mean_squared_error: 23.1441 - output25_mean_squared_error: 28.6994 - output26_mean_squared_error: 15.0560 - output27_mean_squared_error: 30.4564 - output28_mean_squared_error: 24.7828 - output29_mean_squared_error: 33.2446 Epoch 748/2000 121/121 [==============================] - 0s 730us/step - loss: 679.2711 - output00_loss: 12.7032 - output01_loss: 15.9352 - output02_loss: 24.4708 - output03_loss: 34.8439 - output04_loss: 30.7040 - output05_loss: 19.0282 - output06_loss: 24.8942 - output07_loss: 26.2746 - output08_loss: 15.6834 - output09_loss: 20.4551 - output10_loss: 19.6157 - output11_loss: 21.2031 - output12_loss: 18.3539 - output13_loss: 28.2196 - output14_loss: 20.9742 - output15_loss: 31.0280 - output16_loss: 21.0173 - output17_loss: 24.5384 - output18_loss: 14.6817 - output19_loss: 12.6648 - output20_loss: 15.6883 - output21_loss: 31.7383 - output22_loss: 23.4019 - output23_loss: 15.8113 - output24_loss: 23.1383 - output25_loss: 28.6958 - output26_loss: 15.0535 - output27_loss: 30.4507 - output28_loss: 24.7732 - output29_loss: 33.2306 - output00_mean_squared_error: 12.7032 - output01_mean_squared_error: 15.9352 - output02_mean_squared_error: 24.4708 - output03_mean_squared_error: 34.8439 - output04_mean_squared_error: 30.7040 - output05_mean_squared_error: 19.0282 - output06_mean_squared_error: 24.8942 - output07_mean_squared_error: 26.2746 - output08_mean_squared_error: 15.6834 - output09_mean_squared_error: 20.4551 - output10_mean_squared_error: 19.6157 - output11_mean_squared_error: 21.2031 - output12_mean_squared_error: 18.3539 - output13_mean_squared_error: 28.2196 - output14_mean_squared_error: 20.9742 - output15_mean_squared_error: 31.0280 - output16_mean_squared_error: 21.0173 - output17_mean_squared_error: 24.5384 - output18_mean_squared_error: 14.6817 - output19_mean_squared_error: 12.6648 - output20_mean_squared_error: 15.6883 - output21_mean_squared_error: 31.7383 - output22_mean_squared_error: 23.4019 - output23_mean_squared_error: 15.8113 - output24_mean_squared_error: 23.1383 - output25_mean_squared_error: 28.6958 - output26_mean_squared_error: 15.0535 - output27_mean_squared_error: 30.4507 - output28_mean_squared_error: 24.7732 - output29_mean_squared_error: 33.2306 Epoch 749/2000 121/121 [==============================] - 0s 612us/step - loss: 679.0828 - output00_loss: 12.7016 - output01_loss: 15.9287 - output02_loss: 24.4628 - output03_loss: 34.8347 - output04_loss: 30.6935 - output05_loss: 19.0256 - output06_loss: 24.8816 - output07_loss: 26.2638 - output08_loss: 15.6780 - output09_loss: 20.4499 - output10_loss: 19.6134 - output11_loss: 21.2006 - output12_loss: 18.3476 - output13_loss: 28.2126 - output14_loss: 20.9662 - output15_loss: 31.0201 - output16_loss: 21.0159 - output17_loss: 24.5293 - output18_loss: 14.6791 - output19_loss: 12.6605 - output20_loss: 15.6782 - output21_loss: 31.7303 - output22_loss: 23.3976 - output23_loss: 15.8096 - output24_loss: 23.1326 - output25_loss: 28.6923 - output26_loss: 15.0511 - output27_loss: 30.4451 - output28_loss: 24.7636 - output29_loss: 33.2166 - output00_mean_squared_error: 12.7016 - output01_mean_squared_error: 15.9287 - output02_mean_squared_error: 24.4628 - output03_mean_squared_error: 34.8347 - output04_mean_squared_error: 30.6935 - output05_mean_squared_error: 19.0256 - output06_mean_squared_error: 24.8816 - output07_mean_squared_error: 26.2638 - output08_mean_squared_error: 15.6780 - output09_mean_squared_error: 20.4499 - output10_mean_squared_error: 19.6134 - output11_mean_squared_error: 21.2006 - output12_mean_squared_error: 18.3476 - output13_mean_squared_error: 28.2126 - output14_mean_squared_error: 20.9662 - output15_mean_squared_error: 31.0201 - output16_mean_squared_error: 21.0159 - output17_mean_squared_error: 24.5293 - output18_mean_squared_error: 14.6791 - output19_mean_squared_error: 12.6605 - output20_mean_squared_error: 15.6782 - output21_mean_squared_error: 31.7303 - output22_mean_squared_error: 23.3976 - output23_mean_squared_error: 15.8096 - output24_mean_squared_error: 23.1326 - output25_mean_squared_error: 28.6923 - output26_mean_squared_error: 15.0511 - output27_mean_squared_error: 30.4451 - output28_mean_squared_error: 24.7636 - output29_mean_squared_error: 33.2166 Epoch 750/2000 121/121 [==============================] - 0s 1ms/step - loss: 678.8947 - output00_loss: 12.7000 - output01_loss: 15.9223 - output02_loss: 24.4550 - output03_loss: 34.8255 - output04_loss: 30.6830 - output05_loss: 19.0231 - output06_loss: 24.8691 - output07_loss: 26.2530 - output08_loss: 15.6727 - output09_loss: 20.4448 - output10_loss: 19.6112 - output11_loss: 21.1981 - output12_loss: 18.3413 - output13_loss: 28.2055 - output14_loss: 20.9582 - output15_loss: 31.0122 - output16_loss: 21.0146 - output17_loss: 24.5203 - output18_loss: 14.6766 - output19_loss: 12.6563 - output20_loss: 15.6682 - output21_loss: 31.7223 - output22_loss: 23.3933 - output23_loss: 15.8078 - output24_loss: 23.1269 - output25_loss: 28.6888 - output26_loss: 15.0486 - output27_loss: 30.4395 - output28_loss: 24.7540 - output29_loss: 33.2027 - output00_mean_squared_error: 12.7000 - output01_mean_squared_error: 15.9223 - output02_mean_squared_error: 24.4550 - output03_mean_squared_error: 34.8255 - output04_mean_squared_error: 30.6830 - output05_mean_squared_error: 19.0231 - output06_mean_squared_error: 24.8691 - output07_mean_squared_error: 26.2530 - output08_mean_squared_error: 15.6727 - output09_mean_squared_error: 20.4448 - output10_mean_squared_error: 19.6112 - output11_mean_squared_error: 21.1981 - output12_mean_squared_error: 18.3413 - output13_mean_squared_error: 28.2055 - output14_mean_squared_error: 20.9582 - output15_mean_squared_error: 31.0122 - output16_mean_squared_error: 21.0146 - output17_mean_squared_error: 24.5203 - output18_mean_squared_error: 14.6766 - output19_mean_squared_error: 12.6563 - output20_mean_squared_error: 15.6682 - output21_mean_squared_error: 31.7223 - output22_mean_squared_error: 23.3933 - output23_mean_squared_error: 15.8078 - output24_mean_squared_error: 23.1269 - output25_mean_squared_error: 28.6888 - output26_mean_squared_error: 15.0486 - output27_mean_squared_error: 30.4395 - output28_mean_squared_error: 24.7540 - output29_mean_squared_error: 33.2027 Epoch 751/2000 121/121 [==============================] - 0s 592us/step - loss: 678.7073 - output00_loss: 12.6984 - output01_loss: 15.9159 - output02_loss: 24.4471 - output03_loss: 34.8164 - output04_loss: 30.6725 - output05_loss: 19.0206 - output06_loss: 24.8565 - output07_loss: 26.2422 - output08_loss: 15.6673 - output09_loss: 20.4397 - output10_loss: 19.6089 - output11_loss: 21.1956 - output12_loss: 18.3351 - output13_loss: 28.1985 - output14_loss: 20.9502 - output15_loss: 31.0043 - output16_loss: 21.0132 - output17_loss: 24.5113 - output18_loss: 14.6740 - output19_loss: 12.6522 - output20_loss: 15.6582 - output21_loss: 31.7143 - output22_loss: 23.3891 - output23_loss: 15.8061 - output24_loss: 23.1213 - output25_loss: 28.6853 - output26_loss: 15.0462 - output27_loss: 30.4339 - output28_loss: 24.7444 - output29_loss: 33.1888 - output00_mean_squared_error: 12.6984 - output01_mean_squared_error: 15.9159 - output02_mean_squared_error: 24.4471 - output03_mean_squared_error: 34.8164 - output04_mean_squared_error: 30.6725 - output05_mean_squared_error: 19.0206 - output06_mean_squared_error: 24.8565 - output07_mean_squared_error: 26.2422 - output08_mean_squared_error: 15.6673 - output09_mean_squared_error: 20.4397 - output10_mean_squared_error: 19.6089 - output11_mean_squared_error: 21.1956 - output12_mean_squared_error: 18.3351 - output13_mean_squared_error: 28.1985 - output14_mean_squared_error: 20.9502 - output15_mean_squared_error: 31.0043 - output16_mean_squared_error: 21.0132 - output17_mean_squared_error: 24.5113 - output18_mean_squared_error: 14.6740 - output19_mean_squared_error: 12.6522 - output20_mean_squared_error: 15.6582 - output21_mean_squared_error: 31.7143 - output22_mean_squared_error: 23.3891 - output23_mean_squared_error: 15.8061 - output24_mean_squared_error: 23.1213 - output25_mean_squared_error: 28.6853 - output26_mean_squared_error: 15.0462 - output27_mean_squared_error: 30.4339 - output28_mean_squared_error: 24.7444 - output29_mean_squared_error: 33.1888 Epoch 752/2000 121/121 [==============================] - 0s 2ms/step - loss: 678.5204 - output00_loss: 12.6968 - output01_loss: 15.9095 - output02_loss: 24.4392 - output03_loss: 34.8073 - output04_loss: 30.6620 - output05_loss: 19.0182 - output06_loss: 24.8440 - output07_loss: 26.2315 - output08_loss: 15.6620 - output09_loss: 20.4346 - output10_loss: 19.6067 - output11_loss: 21.1931 - output12_loss: 18.3288 - output13_loss: 28.1915 - output14_loss: 20.9422 - output15_loss: 30.9964 - output16_loss: 21.0119 - output17_loss: 24.5023 - output18_loss: 14.6715 - output19_loss: 12.6480 - output20_loss: 15.6482 - output21_loss: 31.7063 - output22_loss: 23.3848 - output23_loss: 15.8043 - output24_loss: 23.1156 - output25_loss: 28.6818 - output26_loss: 15.0438 - output27_loss: 30.4283 - output28_loss: 24.7349 - output29_loss: 33.1749 - output00_mean_squared_error: 12.6968 - output01_mean_squared_error: 15.9095 - output02_mean_squared_error: 24.4392 - output03_mean_squared_error: 34.8073 - output04_mean_squared_error: 30.6620 - output05_mean_squared_error: 19.0182 - output06_mean_squared_error: 24.8440 - output07_mean_squared_error: 26.2315 - output08_mean_squared_error: 15.6620 - output09_mean_squared_error: 20.4346 - output10_mean_squared_error: 19.6067 - output11_mean_squared_error: 21.1931 - output12_mean_squared_error: 18.3288 - output13_mean_squared_error: 28.1915 - output14_mean_squared_error: 20.9422 - output15_mean_squared_error: 30.9964 - output16_mean_squared_error: 21.0119 - output17_mean_squared_error: 24.5023 - output18_mean_squared_error: 14.6715 - output19_mean_squared_error: 12.6480 - output20_mean_squared_error: 15.6482 - output21_mean_squared_error: 31.7063 - output22_mean_squared_error: 23.3848 - output23_mean_squared_error: 15.8043 - output24_mean_squared_error: 23.1156 - output25_mean_squared_error: 28.6818 - output26_mean_squared_error: 15.0438 - output27_mean_squared_error: 30.4283 - output28_mean_squared_error: 24.7349 - output29_mean_squared_error: 33.1749 Epoch 753/2000 121/121 [==============================] - 0s 2ms/step - loss: 678.3339 - output00_loss: 12.6953 - output01_loss: 15.9031 - output02_loss: 24.4314 - output03_loss: 34.7983 - output04_loss: 30.6515 - output05_loss: 19.0157 - output06_loss: 24.8314 - output07_loss: 26.2208 - output08_loss: 15.6567 - output09_loss: 20.4295 - output10_loss: 19.6045 - output11_loss: 21.1907 - output12_loss: 18.3226 - output13_loss: 28.1845 - output14_loss: 20.9342 - output15_loss: 30.9886 - output16_loss: 21.0105 - output17_loss: 24.4933 - output18_loss: 14.6689 - output19_loss: 12.6438 - output20_loss: 15.6382 - output21_loss: 31.6984 - output22_loss: 23.3806 - output23_loss: 15.8026 - output24_loss: 23.1100 - output25_loss: 28.6783 - output26_loss: 15.0414 - output27_loss: 30.4227 - output28_loss: 24.7254 - output29_loss: 33.1611 - output00_mean_squared_error: 12.6953 - output01_mean_squared_error: 15.9031 - output02_mean_squared_error: 24.4314 - output03_mean_squared_error: 34.7983 - output04_mean_squared_error: 30.6515 - output05_mean_squared_error: 19.0157 - output06_mean_squared_error: 24.8314 - output07_mean_squared_error: 26.2208 - output08_mean_squared_error: 15.6567 - output09_mean_squared_error: 20.4295 - output10_mean_squared_error: 19.6045 - output11_mean_squared_error: 21.1907 - output12_mean_squared_error: 18.3226 - output13_mean_squared_error: 28.1845 - output14_mean_squared_error: 20.9342 - output15_mean_squared_error: 30.9886 - output16_mean_squared_error: 21.0105 - output17_mean_squared_error: 24.4933 - output18_mean_squared_error: 14.6689 - output19_mean_squared_error: 12.6438 - output20_mean_squared_error: 15.6382 - output21_mean_squared_error: 31.6984 - output22_mean_squared_error: 23.3806 - output23_mean_squared_error: 15.8026 - output24_mean_squared_error: 23.1100 - output25_mean_squared_error: 28.6783 - output26_mean_squared_error: 15.0414 - output27_mean_squared_error: 30.4227 - output28_mean_squared_error: 24.7254 - output29_mean_squared_error: 33.1611 Epoch 754/2000 121/121 [==============================] - 0s 797us/step - loss: 678.1480 - output00_loss: 12.6937 - output01_loss: 15.8967 - output02_loss: 24.4236 - output03_loss: 34.7892 - output04_loss: 30.6411 - output05_loss: 19.0132 - output06_loss: 24.8190 - output07_loss: 26.2101 - output08_loss: 15.6514 - output09_loss: 20.4244 - output10_loss: 19.6023 - output11_loss: 21.1882 - output12_loss: 18.3164 - output13_loss: 28.1775 - output14_loss: 20.9262 - output15_loss: 30.9807 - output16_loss: 21.0092 - output17_loss: 24.4844 - output18_loss: 14.6664 - output19_loss: 12.6396 - output20_loss: 15.6282 - output21_loss: 31.6905 - output22_loss: 23.3764 - output23_loss: 15.8009 - output24_loss: 23.1044 - output25_loss: 28.6748 - output26_loss: 15.0390 - output27_loss: 30.4172 - output28_loss: 24.7159 - output29_loss: 33.1472 - output00_mean_squared_error: 12.6937 - output01_mean_squared_error: 15.8967 - output02_mean_squared_error: 24.4236 - output03_mean_squared_error: 34.7892 - output04_mean_squared_error: 30.6411 - output05_mean_squared_error: 19.0132 - output06_mean_squared_error: 24.8190 - output07_mean_squared_error: 26.2101 - output08_mean_squared_error: 15.6514 - output09_mean_squared_error: 20.4244 - output10_mean_squared_error: 19.6023 - output11_mean_squared_error: 21.1882 - output12_mean_squared_error: 18.3164 - output13_mean_squared_error: 28.1775 - output14_mean_squared_error: 20.9262 - output15_mean_squared_error: 30.9807 - output16_mean_squared_error: 21.0092 - output17_mean_squared_error: 24.4844 - output18_mean_squared_error: 14.6664 - output19_mean_squared_error: 12.6396 - output20_mean_squared_error: 15.6282 - output21_mean_squared_error: 31.6905 - output22_mean_squared_error: 23.3764 - output23_mean_squared_error: 15.8009 - output24_mean_squared_error: 23.1044 - output25_mean_squared_error: 28.6748 - output26_mean_squared_error: 15.0390 - output27_mean_squared_error: 30.4172 - output28_mean_squared_error: 24.7159 - output29_mean_squared_error: 33.1472 Epoch 755/2000 121/121 [==============================] - 0s 490us/step - loss: 677.9626 - output00_loss: 12.6921 - output01_loss: 15.8904 - output02_loss: 24.4158 - output03_loss: 34.7802 - output04_loss: 30.6307 - output05_loss: 19.0108 - output06_loss: 24.8065 - output07_loss: 26.1994 - output08_loss: 15.6462 - output09_loss: 20.4194 - output10_loss: 19.6001 - output11_loss: 21.1858 - output12_loss: 18.3102 - output13_loss: 28.1706 - output14_loss: 20.9183 - output15_loss: 30.9729 - output16_loss: 21.0079 - output17_loss: 24.4755 - output18_loss: 14.6639 - output19_loss: 12.6354 - output20_loss: 15.6183 - output21_loss: 31.6826 - output22_loss: 23.3722 - output23_loss: 15.7992 - output24_loss: 23.0988 - output25_loss: 28.6713 - output26_loss: 15.0366 - output27_loss: 30.4117 - output28_loss: 24.7064 - output29_loss: 33.1334 - output00_mean_squared_error: 12.6921 - output01_mean_squared_error: 15.8904 - output02_mean_squared_error: 24.4158 - output03_mean_squared_error: 34.7802 - output04_mean_squared_error: 30.6307 - output05_mean_squared_error: 19.0108 - output06_mean_squared_error: 24.8065 - output07_mean_squared_error: 26.1994 - output08_mean_squared_error: 15.6462 - output09_mean_squared_error: 20.4194 - output10_mean_squared_error: 19.6001 - output11_mean_squared_error: 21.1858 - output12_mean_squared_error: 18.3102 - output13_mean_squared_error: 28.1706 - output14_mean_squared_error: 20.9183 - output15_mean_squared_error: 30.9729 - output16_mean_squared_error: 21.0079 - output17_mean_squared_error: 24.4755 - output18_mean_squared_error: 14.6639 - output19_mean_squared_error: 12.6354 - output20_mean_squared_error: 15.6183 - output21_mean_squared_error: 31.6826 - output22_mean_squared_error: 23.3722 - output23_mean_squared_error: 15.7992 - output24_mean_squared_error: 23.0988 - output25_mean_squared_error: 28.6713 - output26_mean_squared_error: 15.0366 - output27_mean_squared_error: 30.4117 - output28_mean_squared_error: 24.7064 - output29_mean_squared_error: 33.1334 Epoch 756/2000 121/121 [==============================] - 0s 679us/step - loss: 677.7776 - output00_loss: 12.6906 - output01_loss: 15.8841 - output02_loss: 24.4080 - output03_loss: 34.7713 - output04_loss: 30.6203 - output05_loss: 19.0084 - output06_loss: 24.7941 - output07_loss: 26.1887 - output08_loss: 15.6409 - output09_loss: 20.4144 - output10_loss: 19.5979 - output11_loss: 21.1834 - output12_loss: 18.3040 - output13_loss: 28.1636 - output14_loss: 20.9103 - output15_loss: 30.9651 - output16_loss: 21.0065 - output17_loss: 24.4667 - output18_loss: 14.6614 - output19_loss: 12.6313 - output20_loss: 15.6084 - output21_loss: 31.6748 - output22_loss: 23.3681 - output23_loss: 15.7975 - output24_loss: 23.0932 - output25_loss: 28.6679 - output26_loss: 15.0342 - output27_loss: 30.4061 - output28_loss: 24.6969 - output29_loss: 33.1196 - output00_mean_squared_error: 12.6906 - output01_mean_squared_error: 15.8841 - output02_mean_squared_error: 24.4080 - output03_mean_squared_error: 34.7713 - output04_mean_squared_error: 30.6203 - output05_mean_squared_error: 19.0084 - output06_mean_squared_error: 24.7941 - output07_mean_squared_error: 26.1887 - output08_mean_squared_error: 15.6409 - output09_mean_squared_error: 20.4144 - output10_mean_squared_error: 19.5979 - output11_mean_squared_error: 21.1834 - output12_mean_squared_error: 18.3040 - output13_mean_squared_error: 28.1636 - output14_mean_squared_error: 20.9103 - output15_mean_squared_error: 30.9651 - output16_mean_squared_error: 21.0065 - output17_mean_squared_error: 24.4667 - output18_mean_squared_error: 14.6614 - output19_mean_squared_error: 12.6313 - output20_mean_squared_error: 15.6084 - output21_mean_squared_error: 31.6748 - output22_mean_squared_error: 23.3681 - output23_mean_squared_error: 15.7975 - output24_mean_squared_error: 23.0932 - output25_mean_squared_error: 28.6679 - output26_mean_squared_error: 15.0342 - output27_mean_squared_error: 30.4061 - output28_mean_squared_error: 24.6969 - output29_mean_squared_error: 33.1196 Epoch 757/2000 121/121 [==============================] - 0s 834us/step - loss: 677.5931 - output00_loss: 12.6891 - output01_loss: 15.8777 - output02_loss: 24.4003 - output03_loss: 34.7623 - output04_loss: 30.6099 - output05_loss: 19.0059 - output06_loss: 24.7816 - output07_loss: 26.1781 - output08_loss: 15.6357 - output09_loss: 20.4094 - output10_loss: 19.5957 - output11_loss: 21.1810 - output12_loss: 18.2979 - output13_loss: 28.1567 - output14_loss: 20.9024 - output15_loss: 30.9573 - output16_loss: 21.0052 - output17_loss: 24.4579 - output18_loss: 14.6589 - output19_loss: 12.6271 - output20_loss: 15.5985 - output21_loss: 31.6670 - output22_loss: 23.3639 - output23_loss: 15.7958 - output24_loss: 23.0877 - output25_loss: 28.6645 - output26_loss: 15.0319 - output27_loss: 30.4006 - output28_loss: 24.6874 - output29_loss: 33.1059 - output00_mean_squared_error: 12.6891 - output01_mean_squared_error: 15.8777 - output02_mean_squared_error: 24.4003 - output03_mean_squared_error: 34.7623 - output04_mean_squared_error: 30.6099 - output05_mean_squared_error: 19.0059 - output06_mean_squared_error: 24.7816 - output07_mean_squared_error: 26.1781 - output08_mean_squared_error: 15.6357 - output09_mean_squared_error: 20.4094 - output10_mean_squared_error: 19.5957 - output11_mean_squared_error: 21.1810 - output12_mean_squared_error: 18.2979 - output13_mean_squared_error: 28.1567 - output14_mean_squared_error: 20.9024 - output15_mean_squared_error: 30.9573 - output16_mean_squared_error: 21.0052 - output17_mean_squared_error: 24.4579 - output18_mean_squared_error: 14.6589 - output19_mean_squared_error: 12.6271 - output20_mean_squared_error: 15.5985 - output21_mean_squared_error: 31.6670 - output22_mean_squared_error: 23.3639 - output23_mean_squared_error: 15.7958 - output24_mean_squared_error: 23.0877 - output25_mean_squared_error: 28.6645 - output26_mean_squared_error: 15.0319 - output27_mean_squared_error: 30.4006 - output28_mean_squared_error: 24.6874 - output29_mean_squared_error: 33.1059 Epoch 758/2000 121/121 [==============================] - 0s 1ms/step - loss: 677.4092 - output00_loss: 12.6875 - output01_loss: 15.8714 - output02_loss: 24.3926 - output03_loss: 34.7534 - output04_loss: 30.5995 - output05_loss: 19.0035 - output06_loss: 24.7693 - output07_loss: 26.1675 - output08_loss: 15.6305 - output09_loss: 20.4044 - output10_loss: 19.5935 - output11_loss: 21.1786 - output12_loss: 18.2918 - output13_loss: 28.1497 - output14_loss: 20.8945 - output15_loss: 30.9495 - output16_loss: 21.0039 - output17_loss: 24.4491 - output18_loss: 14.6565 - output19_loss: 12.6230 - output20_loss: 15.5886 - output21_loss: 31.6592 - output22_loss: 23.3597 - output23_loss: 15.7941 - output24_loss: 23.0821 - output25_loss: 28.6611 - output26_loss: 15.0295 - output27_loss: 30.3952 - output28_loss: 24.6780 - output29_loss: 33.0921 - output00_mean_squared_error: 12.6875 - output01_mean_squared_error: 15.8714 - output02_mean_squared_error: 24.3926 - output03_mean_squared_error: 34.7534 - output04_mean_squared_error: 30.5995 - output05_mean_squared_error: 19.0035 - output06_mean_squared_error: 24.7693 - output07_mean_squared_error: 26.1675 - output08_mean_squared_error: 15.6305 - output09_mean_squared_error: 20.4044 - output10_mean_squared_error: 19.5935 - output11_mean_squared_error: 21.1786 - output12_mean_squared_error: 18.2918 - output13_mean_squared_error: 28.1497 - output14_mean_squared_error: 20.8945 - output15_mean_squared_error: 30.9495 - output16_mean_squared_error: 21.0039 - output17_mean_squared_error: 24.4491 - output18_mean_squared_error: 14.6565 - output19_mean_squared_error: 12.6230 - output20_mean_squared_error: 15.5886 - output21_mean_squared_error: 31.6592 - output22_mean_squared_error: 23.3597 - output23_mean_squared_error: 15.7941 - output24_mean_squared_error: 23.0821 - output25_mean_squared_error: 28.6611 - output26_mean_squared_error: 15.0295 - output27_mean_squared_error: 30.3952 - output28_mean_squared_error: 24.6780 - output29_mean_squared_error: 33.0921 Epoch 759/2000 121/121 [==============================] - 0s 767us/step - loss: 677.2257 - output00_loss: 12.6860 - output01_loss: 15.8651 - output02_loss: 24.3849 - output03_loss: 34.7445 - output04_loss: 30.5891 - output05_loss: 19.0011 - output06_loss: 24.7569 - output07_loss: 26.1569 - output08_loss: 15.6253 - output09_loss: 20.3994 - output10_loss: 19.5913 - output11_loss: 21.1763 - output12_loss: 18.2857 - output13_loss: 28.1428 - output14_loss: 20.8866 - output15_loss: 30.9417 - output16_loss: 21.0026 - output17_loss: 24.4403 - output18_loss: 14.6540 - output19_loss: 12.6188 - output20_loss: 15.5788 - output21_loss: 31.6515 - output22_loss: 23.3556 - output23_loss: 15.7924 - output24_loss: 23.0766 - output25_loss: 28.6577 - output26_loss: 15.0272 - output27_loss: 30.3897 - output28_loss: 24.6686 - output29_loss: 33.0784 - output00_mean_squared_error: 12.6860 - output01_mean_squared_error: 15.8651 - output02_mean_squared_error: 24.3849 - output03_mean_squared_error: 34.7445 - output04_mean_squared_error: 30.5891 - output05_mean_squared_error: 19.0011 - output06_mean_squared_error: 24.7569 - output07_mean_squared_error: 26.1569 - output08_mean_squared_error: 15.6253 - output09_mean_squared_error: 20.3994 - output10_mean_squared_error: 19.5913 - output11_mean_squared_error: 21.1763 - output12_mean_squared_error: 18.2857 - output13_mean_squared_error: 28.1428 - output14_mean_squared_error: 20.8866 - output15_mean_squared_error: 30.9417 - output16_mean_squared_error: 21.0026 - output17_mean_squared_error: 24.4403 - output18_mean_squared_error: 14.6540 - output19_mean_squared_error: 12.6188 - output20_mean_squared_error: 15.5788 - output21_mean_squared_error: 31.6515 - output22_mean_squared_error: 23.3556 - output23_mean_squared_error: 15.7924 - output24_mean_squared_error: 23.0766 - output25_mean_squared_error: 28.6577 - output26_mean_squared_error: 15.0272 - output27_mean_squared_error: 30.3897 - output28_mean_squared_error: 24.6686 - output29_mean_squared_error: 33.0784 Epoch 760/2000 121/121 [==============================] - 0s 798us/step - loss: 677.0428 - output00_loss: 12.6845 - output01_loss: 15.8589 - output02_loss: 24.3772 - output03_loss: 34.7356 - output04_loss: 30.5788 - output05_loss: 18.9987 - output06_loss: 24.7446 - output07_loss: 26.1464 - output08_loss: 15.6201 - output09_loss: 20.3945 - output10_loss: 19.5892 - output11_loss: 21.1739 - output12_loss: 18.2796 - output13_loss: 28.1359 - output14_loss: 20.8788 - output15_loss: 30.9340 - output16_loss: 21.0013 - output17_loss: 24.4316 - output18_loss: 14.6516 - output19_loss: 12.6147 - output20_loss: 15.5690 - output21_loss: 31.6437 - output22_loss: 23.3515 - output23_loss: 15.7907 - output24_loss: 23.0711 - output25_loss: 28.6543 - output26_loss: 15.0249 - output27_loss: 30.3842 - output28_loss: 24.6592 - output29_loss: 33.0646 - output00_mean_squared_error: 12.6845 - output01_mean_squared_error: 15.8589 - output02_mean_squared_error: 24.3772 - output03_mean_squared_error: 34.7356 - output04_mean_squared_error: 30.5788 - output05_mean_squared_error: 18.9987 - output06_mean_squared_error: 24.7446 - output07_mean_squared_error: 26.1464 - output08_mean_squared_error: 15.6201 - output09_mean_squared_error: 20.3945 - output10_mean_squared_error: 19.5892 - output11_mean_squared_error: 21.1739 - output12_mean_squared_error: 18.2796 - output13_mean_squared_error: 28.1359 - output14_mean_squared_error: 20.8788 - output15_mean_squared_error: 30.9340 - output16_mean_squared_error: 21.0013 - output17_mean_squared_error: 24.4316 - output18_mean_squared_error: 14.6516 - output19_mean_squared_error: 12.6147 - output20_mean_squared_error: 15.5690 - output21_mean_squared_error: 31.6437 - output22_mean_squared_error: 23.3515 - output23_mean_squared_error: 15.7907 - output24_mean_squared_error: 23.0711 - output25_mean_squared_error: 28.6543 - output26_mean_squared_error: 15.0249 - output27_mean_squared_error: 30.3842 - output28_mean_squared_error: 24.6592 - output29_mean_squared_error: 33.0646 Epoch 761/2000 121/121 [==============================] - 0s 930us/step - loss: 676.8602 - output00_loss: 12.6830 - output01_loss: 15.8526 - output02_loss: 24.3695 - output03_loss: 34.7268 - output04_loss: 30.5684 - output05_loss: 18.9964 - output06_loss: 24.7322 - output07_loss: 26.1358 - output08_loss: 15.6149 - output09_loss: 20.3896 - output10_loss: 19.5870 - output11_loss: 21.1716 - output12_loss: 18.2735 - output13_loss: 28.1290 - output14_loss: 20.8709 - output15_loss: 30.9262 - output16_loss: 21.0000 - output17_loss: 24.4229 - output18_loss: 14.6491 - output19_loss: 12.6105 - output20_loss: 15.5592 - output21_loss: 31.6360 - output22_loss: 23.3474 - output23_loss: 15.7890 - output24_loss: 23.0656 - output25_loss: 28.6509 - output26_loss: 15.0225 - output27_loss: 30.3788 - output28_loss: 24.6498 - output29_loss: 33.0509 - output00_mean_squared_error: 12.6830 - output01_mean_squared_error: 15.8526 - output02_mean_squared_error: 24.3695 - output03_mean_squared_error: 34.7268 - output04_mean_squared_error: 30.5684 - output05_mean_squared_error: 18.9964 - output06_mean_squared_error: 24.7322 - output07_mean_squared_error: 26.1358 - output08_mean_squared_error: 15.6149 - output09_mean_squared_error: 20.3896 - output10_mean_squared_error: 19.5870 - output11_mean_squared_error: 21.1716 - output12_mean_squared_error: 18.2735 - output13_mean_squared_error: 28.1290 - output14_mean_squared_error: 20.8709 - output15_mean_squared_error: 30.9262 - output16_mean_squared_error: 21.0000 - output17_mean_squared_error: 24.4229 - output18_mean_squared_error: 14.6491 - output19_mean_squared_error: 12.6105 - output20_mean_squared_error: 15.5592 - output21_mean_squared_error: 31.6360 - output22_mean_squared_error: 23.3474 - output23_mean_squared_error: 15.7890 - output24_mean_squared_error: 23.0656 - output25_mean_squared_error: 28.6509 - output26_mean_squared_error: 15.0225 - output27_mean_squared_error: 30.3788 - output28_mean_squared_error: 24.6498 - output29_mean_squared_error: 33.0509 Epoch 762/2000 121/121 [==============================] - 0s 594us/step - loss: 676.6782 - output00_loss: 12.6815 - output01_loss: 15.8464 - output02_loss: 24.3618 - output03_loss: 34.7180 - output04_loss: 30.5581 - output05_loss: 18.9940 - output06_loss: 24.7199 - output07_loss: 26.1253 - output08_loss: 15.6098 - output09_loss: 20.3847 - output10_loss: 19.5849 - output11_loss: 21.1692 - output12_loss: 18.2675 - output13_loss: 28.1221 - output14_loss: 20.8631 - output15_loss: 30.9185 - output16_loss: 20.9988 - output17_loss: 24.4142 - output18_loss: 14.6467 - output19_loss: 12.6064 - output20_loss: 15.5494 - output21_loss: 31.6284 - output22_loss: 23.3433 - output23_loss: 15.7874 - output24_loss: 23.0601 - output25_loss: 28.6475 - output26_loss: 15.0202 - output27_loss: 30.3734 - output28_loss: 24.6404 - output29_loss: 33.0373 - output00_mean_squared_error: 12.6815 - output01_mean_squared_error: 15.8464 - output02_mean_squared_error: 24.3618 - output03_mean_squared_error: 34.7180 - output04_mean_squared_error: 30.5581 - output05_mean_squared_error: 18.9940 - output06_mean_squared_error: 24.7199 - output07_mean_squared_error: 26.1253 - output08_mean_squared_error: 15.6098 - output09_mean_squared_error: 20.3847 - output10_mean_squared_error: 19.5849 - output11_mean_squared_error: 21.1692 - output12_mean_squared_error: 18.2675 - output13_mean_squared_error: 28.1221 - output14_mean_squared_error: 20.8631 - output15_mean_squared_error: 30.9185 - output16_mean_squared_error: 20.9988 - output17_mean_squared_error: 24.4142 - output18_mean_squared_error: 14.6467 - output19_mean_squared_error: 12.6064 - output20_mean_squared_error: 15.5494 - output21_mean_squared_error: 31.6284 - output22_mean_squared_error: 23.3433 - output23_mean_squared_error: 15.7874 - output24_mean_squared_error: 23.0601 - output25_mean_squared_error: 28.6475 - output26_mean_squared_error: 15.0202 - output27_mean_squared_error: 30.3734 - output28_mean_squared_error: 24.6404 - output29_mean_squared_error: 33.0373 Epoch 763/2000 121/121 [==============================] - 0s 484us/step - loss: 676.4968 - output00_loss: 12.6800 - output01_loss: 15.8401 - output02_loss: 24.3542 - output03_loss: 34.7092 - output04_loss: 30.5478 - output05_loss: 18.9916 - output06_loss: 24.7077 - output07_loss: 26.1148 - output08_loss: 15.6047 - output09_loss: 20.3798 - output10_loss: 19.5828 - output11_loss: 21.1669 - output12_loss: 18.2614 - output13_loss: 28.1153 - output14_loss: 20.8553 - output15_loss: 30.9108 - output16_loss: 20.9975 - output17_loss: 24.4056 - output18_loss: 14.6443 - output19_loss: 12.6023 - output20_loss: 15.5397 - output21_loss: 31.6208 - output22_loss: 23.3392 - output23_loss: 15.7857 - output24_loss: 23.0547 - output25_loss: 28.6442 - output26_loss: 15.0179 - output27_loss: 30.3680 - output28_loss: 24.6310 - output29_loss: 33.0236 - output00_mean_squared_error: 12.6800 - output01_mean_squared_error: 15.8401 - output02_mean_squared_error: 24.3542 - output03_mean_squared_error: 34.7092 - output04_mean_squared_error: 30.5478 - output05_mean_squared_error: 18.9916 - output06_mean_squared_error: 24.7077 - output07_mean_squared_error: 26.1148 - output08_mean_squared_error: 15.6047 - output09_mean_squared_error: 20.3798 - output10_mean_squared_error: 19.5828 - output11_mean_squared_error: 21.1669 - output12_mean_squared_error: 18.2614 - output13_mean_squared_error: 28.1153 - output14_mean_squared_error: 20.8553 - output15_mean_squared_error: 30.9108 - output16_mean_squared_error: 20.9975 - output17_mean_squared_error: 24.4056 - output18_mean_squared_error: 14.6443 - output19_mean_squared_error: 12.6023 - output20_mean_squared_error: 15.5397 - output21_mean_squared_error: 31.6208 - output22_mean_squared_error: 23.3392 - output23_mean_squared_error: 15.7857 - output24_mean_squared_error: 23.0547 - output25_mean_squared_error: 28.6442 - output26_mean_squared_error: 15.0179 - output27_mean_squared_error: 30.3680 - output28_mean_squared_error: 24.6310 - output29_mean_squared_error: 33.0236 Epoch 764/2000 121/121 [==============================] - 0s 1ms/step - loss: 676.3158 - output00_loss: 12.6785 - output01_loss: 15.8339 - output02_loss: 24.3466 - output03_loss: 34.7005 - output04_loss: 30.5375 - output05_loss: 18.9893 - output06_loss: 24.6954 - output07_loss: 26.1044 - output08_loss: 15.5995 - output09_loss: 20.3749 - output10_loss: 19.5806 - output11_loss: 21.1646 - output12_loss: 18.2554 - output13_loss: 28.1084 - output14_loss: 20.8475 - output15_loss: 30.9031 - output16_loss: 20.9962 - output17_loss: 24.3970 - output18_loss: 14.6419 - output19_loss: 12.5982 - output20_loss: 15.5299 - output21_loss: 31.6131 - output22_loss: 23.3352 - output23_loss: 15.7840 - output24_loss: 23.0492 - output25_loss: 28.6408 - output26_loss: 15.0156 - output27_loss: 30.3626 - output28_loss: 24.6217 - output29_loss: 33.0100 - output00_mean_squared_error: 12.6785 - output01_mean_squared_error: 15.8339 - output02_mean_squared_error: 24.3466 - output03_mean_squared_error: 34.7005 - output04_mean_squared_error: 30.5375 - output05_mean_squared_error: 18.9893 - output06_mean_squared_error: 24.6954 - output07_mean_squared_error: 26.1044 - output08_mean_squared_error: 15.5995 - output09_mean_squared_error: 20.3749 - output10_mean_squared_error: 19.5806 - output11_mean_squared_error: 21.1646 - output12_mean_squared_error: 18.2554 - output13_mean_squared_error: 28.1084 - output14_mean_squared_error: 20.8475 - output15_mean_squared_error: 30.9031 - output16_mean_squared_error: 20.9962 - output17_mean_squared_error: 24.3970 - output18_mean_squared_error: 14.6419 - output19_mean_squared_error: 12.5982 - output20_mean_squared_error: 15.5299 - output21_mean_squared_error: 31.6131 - output22_mean_squared_error: 23.3352 - output23_mean_squared_error: 15.7840 - output24_mean_squared_error: 23.0492 - output25_mean_squared_error: 28.6408 - output26_mean_squared_error: 15.0156 - output27_mean_squared_error: 30.3626 - output28_mean_squared_error: 24.6217 - output29_mean_squared_error: 33.0100 Epoch 765/2000 121/121 [==============================] - 0s 1ms/step - loss: 676.1351 - output00_loss: 12.6770 - output01_loss: 15.8277 - output02_loss: 24.3390 - output03_loss: 34.6917 - output04_loss: 30.5272 - output05_loss: 18.9869 - output06_loss: 24.6832 - output07_loss: 26.0940 - output08_loss: 15.5944 - output09_loss: 20.3701 - output10_loss: 19.5785 - output11_loss: 21.1623 - output12_loss: 18.2495 - output13_loss: 28.1015 - output14_loss: 20.8397 - output15_loss: 30.8954 - output16_loss: 20.9950 - output17_loss: 24.3884 - output18_loss: 14.6395 - output19_loss: 12.5940 - output20_loss: 15.5202 - output21_loss: 31.6056 - output22_loss: 23.3311 - output23_loss: 15.7824 - output24_loss: 23.0438 - output25_loss: 28.6375 - output26_loss: 15.0134 - output27_loss: 30.3572 - output28_loss: 24.6123 - output29_loss: 32.9964 - output00_mean_squared_error: 12.6770 - output01_mean_squared_error: 15.8277 - output02_mean_squared_error: 24.3390 - output03_mean_squared_error: 34.6917 - output04_mean_squared_error: 30.5272 - output05_mean_squared_error: 18.9869 - output06_mean_squared_error: 24.6832 - output07_mean_squared_error: 26.0940 - output08_mean_squared_error: 15.5944 - output09_mean_squared_error: 20.3701 - output10_mean_squared_error: 19.5785 - output11_mean_squared_error: 21.1623 - output12_mean_squared_error: 18.2495 - output13_mean_squared_error: 28.1015 - output14_mean_squared_error: 20.8397 - output15_mean_squared_error: 30.8954 - output16_mean_squared_error: 20.9950 - output17_mean_squared_error: 24.3884 - output18_mean_squared_error: 14.6395 - output19_mean_squared_error: 12.5940 - output20_mean_squared_error: 15.5202 - output21_mean_squared_error: 31.6056 - output22_mean_squared_error: 23.3311 - output23_mean_squared_error: 15.7824 - output24_mean_squared_error: 23.0438 - output25_mean_squared_error: 28.6375 - output26_mean_squared_error: 15.0134 - output27_mean_squared_error: 30.3572 - output28_mean_squared_error: 24.6123 - output29_mean_squared_error: 32.9964 Epoch 766/2000 121/121 [==============================] - 0s 893us/step - loss: 675.9550 - output00_loss: 12.6755 - output01_loss: 15.8215 - output02_loss: 24.3314 - output03_loss: 34.6830 - output04_loss: 30.5170 - output05_loss: 18.9846 - output06_loss: 24.6710 - output07_loss: 26.0835 - output08_loss: 15.5894 - output09_loss: 20.3653 - output10_loss: 19.5764 - output11_loss: 21.1600 - output12_loss: 18.2435 - output13_loss: 28.0947 - output14_loss: 20.8319 - output15_loss: 30.8878 - output16_loss: 20.9937 - output17_loss: 24.3799 - output18_loss: 14.6371 - output19_loss: 12.5899 - output20_loss: 15.5105 - output21_loss: 31.5980 - output22_loss: 23.3271 - output23_loss: 15.7808 - output24_loss: 23.0384 - output25_loss: 28.6342 - output26_loss: 15.0111 - output27_loss: 30.3518 - output28_loss: 24.6030 - output29_loss: 32.9828 - output00_mean_squared_error: 12.6755 - output01_mean_squared_error: 15.8215 - output02_mean_squared_error: 24.3314 - output03_mean_squared_error: 34.6830 - output04_mean_squared_error: 30.5170 - output05_mean_squared_error: 18.9846 - output06_mean_squared_error: 24.6710 - output07_mean_squared_error: 26.0835 - output08_mean_squared_error: 15.5894 - output09_mean_squared_error: 20.3653 - output10_mean_squared_error: 19.5764 - output11_mean_squared_error: 21.1600 - output12_mean_squared_error: 18.2435 - output13_mean_squared_error: 28.0947 - output14_mean_squared_error: 20.8319 - output15_mean_squared_error: 30.8878 - output16_mean_squared_error: 20.9937 - output17_mean_squared_error: 24.3799 - output18_mean_squared_error: 14.6371 - output19_mean_squared_error: 12.5899 - output20_mean_squared_error: 15.5105 - output21_mean_squared_error: 31.5980 - output22_mean_squared_error: 23.3271 - output23_mean_squared_error: 15.7808 - output24_mean_squared_error: 23.0384 - output25_mean_squared_error: 28.6342 - output26_mean_squared_error: 15.0111 - output27_mean_squared_error: 30.3518 - output28_mean_squared_error: 24.6030 - output29_mean_squared_error: 32.9828 Epoch 767/2000 121/121 [==============================] - 0s 851us/step - loss: 675.7754 - output00_loss: 12.6741 - output01_loss: 15.8154 - output02_loss: 24.3239 - output03_loss: 34.6743 - output04_loss: 30.5067 - output05_loss: 18.9823 - output06_loss: 24.6588 - output07_loss: 26.0731 - output08_loss: 15.5843 - output09_loss: 20.3605 - output10_loss: 19.5743 - output11_loss: 21.1578 - output12_loss: 18.2375 - output13_loss: 28.0879 - output14_loss: 20.8241 - output15_loss: 30.8801 - output16_loss: 20.9925 - output17_loss: 24.3714 - output18_loss: 14.6347 - output19_loss: 12.5858 - output20_loss: 15.5009 - output21_loss: 31.5905 - output22_loss: 23.3231 - output23_loss: 15.7791 - output24_loss: 23.0330 - output25_loss: 28.6309 - output26_loss: 15.0088 - output27_loss: 30.3465 - output28_loss: 24.5937 - output29_loss: 32.9692 - output00_mean_squared_error: 12.6741 - output01_mean_squared_error: 15.8154 - output02_mean_squared_error: 24.3239 - output03_mean_squared_error: 34.6743 - output04_mean_squared_error: 30.5067 - output05_mean_squared_error: 18.9823 - output06_mean_squared_error: 24.6588 - output07_mean_squared_error: 26.0731 - output08_mean_squared_error: 15.5843 - output09_mean_squared_error: 20.3605 - output10_mean_squared_error: 19.5743 - output11_mean_squared_error: 21.1578 - output12_mean_squared_error: 18.2375 - output13_mean_squared_error: 28.0879 - output14_mean_squared_error: 20.8241 - output15_mean_squared_error: 30.8801 - output16_mean_squared_error: 20.9925 - output17_mean_squared_error: 24.3714 - output18_mean_squared_error: 14.6347 - output19_mean_squared_error: 12.5858 - output20_mean_squared_error: 15.5009 - output21_mean_squared_error: 31.5905 - output22_mean_squared_error: 23.3231 - output23_mean_squared_error: 15.7791 - output24_mean_squared_error: 23.0330 - output25_mean_squared_error: 28.6309 - output26_mean_squared_error: 15.0088 - output27_mean_squared_error: 30.3465 - output28_mean_squared_error: 24.5937 - output29_mean_squared_error: 32.9692 Epoch 768/2000 121/121 [==============================] - 0s 1ms/step - loss: 675.5963 - output00_loss: 12.6726 - output01_loss: 15.8092 - output02_loss: 24.3163 - output03_loss: 34.6657 - output04_loss: 30.4965 - output05_loss: 18.9800 - output06_loss: 24.6467 - output07_loss: 26.0628 - output08_loss: 15.5792 - output09_loss: 20.3557 - output10_loss: 19.5722 - output11_loss: 21.1555 - output12_loss: 18.2316 - output13_loss: 28.0811 - output14_loss: 20.8164 - output15_loss: 30.8725 - output16_loss: 20.9912 - output17_loss: 24.3629 - output18_loss: 14.6324 - output19_loss: 12.5817 - output20_loss: 15.4913 - output21_loss: 31.5830 - output22_loss: 23.3191 - output23_loss: 15.7775 - output24_loss: 23.0276 - output25_loss: 28.6276 - output26_loss: 15.0066 - output27_loss: 30.3412 - output28_loss: 24.5844 - output29_loss: 32.9557 - output00_mean_squared_error: 12.6726 - output01_mean_squared_error: 15.8092 - output02_mean_squared_error: 24.3163 - output03_mean_squared_error: 34.6657 - output04_mean_squared_error: 30.4965 - output05_mean_squared_error: 18.9800 - output06_mean_squared_error: 24.6467 - output07_mean_squared_error: 26.0628 - output08_mean_squared_error: 15.5792 - output09_mean_squared_error: 20.3557 - output10_mean_squared_error: 19.5722 - output11_mean_squared_error: 21.1555 - output12_mean_squared_error: 18.2316 - output13_mean_squared_error: 28.0811 - output14_mean_squared_error: 20.8164 - output15_mean_squared_error: 30.8725 - output16_mean_squared_error: 20.9912 - output17_mean_squared_error: 24.3629 - output18_mean_squared_error: 14.6324 - output19_mean_squared_error: 12.5817 - output20_mean_squared_error: 15.4913 - output21_mean_squared_error: 31.5830 - output22_mean_squared_error: 23.3191 - output23_mean_squared_error: 15.7775 - output24_mean_squared_error: 23.0276 - output25_mean_squared_error: 28.6276 - output26_mean_squared_error: 15.0066 - output27_mean_squared_error: 30.3412 - output28_mean_squared_error: 24.5844 - output29_mean_squared_error: 32.9557 Epoch 769/2000 121/121 [==============================] - 0s 1ms/step - loss: 675.4175 - output00_loss: 12.6711 - output01_loss: 15.8031 - output02_loss: 24.3088 - output03_loss: 34.6571 - output04_loss: 30.4863 - output05_loss: 18.9777 - output06_loss: 24.6346 - output07_loss: 26.0524 - output08_loss: 15.5742 - output09_loss: 20.3510 - output10_loss: 19.5702 - output11_loss: 21.1532 - output12_loss: 18.2257 - output13_loss: 28.0743 - output14_loss: 20.8087 - output15_loss: 30.8649 - output16_loss: 20.9900 - output17_loss: 24.3544 - output18_loss: 14.6300 - output19_loss: 12.5776 - output20_loss: 15.4817 - output21_loss: 31.5756 - output22_loss: 23.3151 - output23_loss: 15.7759 - output24_loss: 23.0223 - output25_loss: 28.6244 - output26_loss: 15.0043 - output27_loss: 30.3359 - output28_loss: 24.5752 - output29_loss: 32.9421 - output00_mean_squared_error: 12.6711 - output01_mean_squared_error: 15.8031 - output02_mean_squared_error: 24.3088 - output03_mean_squared_error: 34.6571 - output04_mean_squared_error: 30.4863 - output05_mean_squared_error: 18.9777 - output06_mean_squared_error: 24.6346 - output07_mean_squared_error: 26.0524 - output08_mean_squared_error: 15.5742 - output09_mean_squared_error: 20.3510 - output10_mean_squared_error: 19.5702 - output11_mean_squared_error: 21.1532 - output12_mean_squared_error: 18.2257 - output13_mean_squared_error: 28.0743 - output14_mean_squared_error: 20.8087 - output15_mean_squared_error: 30.8649 - output16_mean_squared_error: 20.9900 - output17_mean_squared_error: 24.3544 - output18_mean_squared_error: 14.6300 - output19_mean_squared_error: 12.5776 - output20_mean_squared_error: 15.4817 - output21_mean_squared_error: 31.5756 - output22_mean_squared_error: 23.3151 - output23_mean_squared_error: 15.7759 - output24_mean_squared_error: 23.0223 - output25_mean_squared_error: 28.6244 - output26_mean_squared_error: 15.0043 - output27_mean_squared_error: 30.3359 - output28_mean_squared_error: 24.5752 - output29_mean_squared_error: 32.9421 Epoch 770/2000 121/121 [==============================] - 0s 838us/step - loss: 675.2394 - output00_loss: 12.6697 - output01_loss: 15.7970 - output02_loss: 24.3013 - output03_loss: 34.6485 - output04_loss: 30.4761 - output05_loss: 18.9754 - output06_loss: 24.6225 - output07_loss: 26.0421 - output08_loss: 15.5692 - output09_loss: 20.3462 - output10_loss: 19.5681 - output11_loss: 21.1510 - output12_loss: 18.2198 - output13_loss: 28.0675 - output14_loss: 20.8009 - output15_loss: 30.8573 - output16_loss: 20.9887 - output17_loss: 24.3460 - output18_loss: 14.6277 - output19_loss: 12.5736 - output20_loss: 15.4721 - output21_loss: 31.5681 - output22_loss: 23.3111 - output23_loss: 15.7743 - output24_loss: 23.0170 - output25_loss: 28.6211 - output26_loss: 15.0021 - output27_loss: 30.3306 - output28_loss: 24.5659 - output29_loss: 32.9286 - output00_mean_squared_error: 12.6697 - output01_mean_squared_error: 15.7970 - output02_mean_squared_error: 24.3013 - output03_mean_squared_error: 34.6485 - output04_mean_squared_error: 30.4761 - output05_mean_squared_error: 18.9754 - output06_mean_squared_error: 24.6225 - output07_mean_squared_error: 26.0421 - output08_mean_squared_error: 15.5692 - output09_mean_squared_error: 20.3462 - output10_mean_squared_error: 19.5681 - output11_mean_squared_error: 21.1510 - output12_mean_squared_error: 18.2198 - output13_mean_squared_error: 28.0675 - output14_mean_squared_error: 20.8009 - output15_mean_squared_error: 30.8573 - output16_mean_squared_error: 20.9887 - output17_mean_squared_error: 24.3460 - output18_mean_squared_error: 14.6277 - output19_mean_squared_error: 12.5736 - output20_mean_squared_error: 15.4721 - output21_mean_squared_error: 31.5681 - output22_mean_squared_error: 23.3111 - output23_mean_squared_error: 15.7743 - output24_mean_squared_error: 23.0170 - output25_mean_squared_error: 28.6211 - output26_mean_squared_error: 15.0021 - output27_mean_squared_error: 30.3306 - output28_mean_squared_error: 24.5659 - output29_mean_squared_error: 32.9286 Epoch 771/2000 121/121 [==============================] - 0s 1ms/step - loss: 675.0616 - output00_loss: 12.6683 - output01_loss: 15.7908 - output02_loss: 24.2938 - output03_loss: 34.6399 - output04_loss: 30.4659 - output05_loss: 18.9732 - output06_loss: 24.6104 - output07_loss: 26.0318 - output08_loss: 15.5642 - output09_loss: 20.3415 - output10_loss: 19.5660 - output11_loss: 21.1488 - output12_loss: 18.2140 - output13_loss: 28.0607 - output14_loss: 20.7932 - output15_loss: 30.8497 - output16_loss: 20.9875 - output17_loss: 24.3376 - output18_loss: 14.6253 - output19_loss: 12.5695 - output20_loss: 15.4625 - output21_loss: 31.5607 - output22_loss: 23.3072 - output23_loss: 15.7727 - output24_loss: 23.0116 - output25_loss: 28.6179 - output26_loss: 14.9999 - output27_loss: 30.3253 - output28_loss: 24.5567 - output29_loss: 32.9151 - output00_mean_squared_error: 12.6683 - output01_mean_squared_error: 15.7908 - output02_mean_squared_error: 24.2938 - output03_mean_squared_error: 34.6399 - output04_mean_squared_error: 30.4659 - output05_mean_squared_error: 18.9732 - output06_mean_squared_error: 24.6104 - output07_mean_squared_error: 26.0318 - output08_mean_squared_error: 15.5642 - output09_mean_squared_error: 20.3415 - output10_mean_squared_error: 19.5660 - output11_mean_squared_error: 21.1488 - output12_mean_squared_error: 18.2140 - output13_mean_squared_error: 28.0607 - output14_mean_squared_error: 20.7932 - output15_mean_squared_error: 30.8497 - output16_mean_squared_error: 20.9875 - output17_mean_squared_error: 24.3376 - output18_mean_squared_error: 14.6253 - output19_mean_squared_error: 12.5695 - output20_mean_squared_error: 15.4625 - output21_mean_squared_error: 31.5607 - output22_mean_squared_error: 23.3072 - output23_mean_squared_error: 15.7727 - output24_mean_squared_error: 23.0116 - output25_mean_squared_error: 28.6179 - output26_mean_squared_error: 14.9999 - output27_mean_squared_error: 30.3253 - output28_mean_squared_error: 24.5567 - output29_mean_squared_error: 32.9151 Epoch 772/2000 121/121 [==============================] - 0s 1ms/step - loss: 674.8843 - output00_loss: 12.6668 - output01_loss: 15.7848 - output02_loss: 24.2864 - output03_loss: 34.6314 - output04_loss: 30.4557 - output05_loss: 18.9709 - output06_loss: 24.5983 - output07_loss: 26.0215 - output08_loss: 15.5592 - output09_loss: 20.3368 - output10_loss: 19.5640 - output11_loss: 21.1466 - output12_loss: 18.2081 - output13_loss: 28.0539 - output14_loss: 20.7856 - output15_loss: 30.8421 - output16_loss: 20.9863 - output17_loss: 24.3293 - output18_loss: 14.6230 - output19_loss: 12.5654 - output20_loss: 15.4530 - output21_loss: 31.5533 - output22_loss: 23.3032 - output23_loss: 15.7711 - output24_loss: 23.0063 - output25_loss: 28.6146 - output26_loss: 14.9977 - output27_loss: 30.3200 - output28_loss: 24.5474 - output29_loss: 32.9017 - output00_mean_squared_error: 12.6668 - output01_mean_squared_error: 15.7848 - output02_mean_squared_error: 24.2864 - output03_mean_squared_error: 34.6314 - output04_mean_squared_error: 30.4557 - output05_mean_squared_error: 18.9709 - output06_mean_squared_error: 24.5983 - output07_mean_squared_error: 26.0215 - output08_mean_squared_error: 15.5592 - output09_mean_squared_error: 20.3368 - output10_mean_squared_error: 19.5640 - output11_mean_squared_error: 21.1466 - output12_mean_squared_error: 18.2081 - output13_mean_squared_error: 28.0539 - output14_mean_squared_error: 20.7856 - output15_mean_squared_error: 30.8421 - output16_mean_squared_error: 20.9863 - output17_mean_squared_error: 24.3293 - output18_mean_squared_error: 14.6230 - output19_mean_squared_error: 12.5654 - output20_mean_squared_error: 15.4530 - output21_mean_squared_error: 31.5533 - output22_mean_squared_error: 23.3032 - output23_mean_squared_error: 15.7711 - output24_mean_squared_error: 23.0063 - output25_mean_squared_error: 28.6146 - output26_mean_squared_error: 14.9977 - output27_mean_squared_error: 30.3200 - output28_mean_squared_error: 24.5474 - output29_mean_squared_error: 32.9017 Epoch 773/2000 121/121 [==============================] - 0s 426us/step - loss: 674.7076 - output00_loss: 12.6654 - output01_loss: 15.7787 - output02_loss: 24.2789 - output03_loss: 34.6229 - output04_loss: 30.4455 - output05_loss: 18.9687 - output06_loss: 24.5863 - output07_loss: 26.0113 - output08_loss: 15.5542 - output09_loss: 20.3321 - output10_loss: 19.5619 - output11_loss: 21.1444 - output12_loss: 18.2023 - output13_loss: 28.0471 - output14_loss: 20.7779 - output15_loss: 30.8345 - output16_loss: 20.9851 - output17_loss: 24.3209 - output18_loss: 14.6207 - output19_loss: 12.5613 - output20_loss: 15.4434 - output21_loss: 31.5460 - output22_loss: 23.2993 - output23_loss: 15.7695 - output24_loss: 23.0010 - output25_loss: 28.6114 - output26_loss: 14.9955 - output27_loss: 30.3147 - output28_loss: 24.5382 - output29_loss: 32.8882 - output00_mean_squared_error: 12.6654 - output01_mean_squared_error: 15.7787 - output02_mean_squared_error: 24.2789 - output03_mean_squared_error: 34.6229 - output04_mean_squared_error: 30.4455 - output05_mean_squared_error: 18.9687 - output06_mean_squared_error: 24.5863 - output07_mean_squared_error: 26.0113 - output08_mean_squared_error: 15.5542 - output09_mean_squared_error: 20.3321 - output10_mean_squared_error: 19.5619 - output11_mean_squared_error: 21.1444 - output12_mean_squared_error: 18.2023 - output13_mean_squared_error: 28.0471 - output14_mean_squared_error: 20.7779 - output15_mean_squared_error: 30.8345 - output16_mean_squared_error: 20.9851 - output17_mean_squared_error: 24.3209 - output18_mean_squared_error: 14.6207 - output19_mean_squared_error: 12.5613 - output20_mean_squared_error: 15.4434 - output21_mean_squared_error: 31.5460 - output22_mean_squared_error: 23.2993 - output23_mean_squared_error: 15.7695 - output24_mean_squared_error: 23.0010 - output25_mean_squared_error: 28.6114 - output26_mean_squared_error: 14.9955 - output27_mean_squared_error: 30.3147 - output28_mean_squared_error: 24.5382 - output29_mean_squared_error: 32.8882 Epoch 774/2000 121/121 [==============================] - 0s 454us/step - loss: 674.5313 - output00_loss: 12.6640 - output01_loss: 15.7726 - output02_loss: 24.2715 - output03_loss: 34.6144 - output04_loss: 30.4354 - output05_loss: 18.9664 - output06_loss: 24.5743 - output07_loss: 26.0010 - output08_loss: 15.5493 - output09_loss: 20.3275 - output10_loss: 19.5599 - output11_loss: 21.1422 - output12_loss: 18.1965 - output13_loss: 28.0404 - output14_loss: 20.7703 - output15_loss: 30.8270 - output16_loss: 20.9839 - output17_loss: 24.3126 - output18_loss: 14.6184 - output19_loss: 12.5573 - output20_loss: 15.4339 - output21_loss: 31.5387 - output22_loss: 23.2954 - output23_loss: 15.7679 - output24_loss: 22.9958 - output25_loss: 28.6082 - output26_loss: 14.9933 - output27_loss: 30.3095 - output28_loss: 24.5290 - output29_loss: 32.8748 - output00_mean_squared_error: 12.6640 - output01_mean_squared_error: 15.7726 - output02_mean_squared_error: 24.2715 - output03_mean_squared_error: 34.6144 - output04_mean_squared_error: 30.4354 - output05_mean_squared_error: 18.9664 - output06_mean_squared_error: 24.5743 - output07_mean_squared_error: 26.0010 - output08_mean_squared_error: 15.5493 - output09_mean_squared_error: 20.3275 - output10_mean_squared_error: 19.5599 - output11_mean_squared_error: 21.1422 - output12_mean_squared_error: 18.1965 - output13_mean_squared_error: 28.0404 - output14_mean_squared_error: 20.7703 - output15_mean_squared_error: 30.8270 - output16_mean_squared_error: 20.9839 - output17_mean_squared_error: 24.3126 - output18_mean_squared_error: 14.6184 - output19_mean_squared_error: 12.5573 - output20_mean_squared_error: 15.4339 - output21_mean_squared_error: 31.5387 - output22_mean_squared_error: 23.2954 - output23_mean_squared_error: 15.7679 - output24_mean_squared_error: 22.9958 - output25_mean_squared_error: 28.6082 - output26_mean_squared_error: 14.9933 - output27_mean_squared_error: 30.3095 - output28_mean_squared_error: 24.5290 - output29_mean_squared_error: 32.8748 Epoch 775/2000 121/121 [==============================] - 0s 941us/step - loss: 674.3554 - output00_loss: 12.6626 - output01_loss: 15.7666 - output02_loss: 24.2641 - output03_loss: 34.6059 - output04_loss: 30.4252 - output05_loss: 18.9642 - output06_loss: 24.5623 - output07_loss: 25.9908 - output08_loss: 15.5444 - output09_loss: 20.3228 - output10_loss: 19.5579 - output11_loss: 21.1400 - output12_loss: 18.1907 - output13_loss: 28.0337 - output14_loss: 20.7626 - output15_loss: 30.8195 - output16_loss: 20.9827 - output17_loss: 24.3043 - output18_loss: 14.6161 - output19_loss: 12.5532 - output20_loss: 15.4245 - output21_loss: 31.5314 - output22_loss: 23.2915 - output23_loss: 15.7663 - output24_loss: 22.9905 - output25_loss: 28.6050 - output26_loss: 14.9911 - output27_loss: 30.3043 - output28_loss: 24.5199 - output29_loss: 32.8614 - output00_mean_squared_error: 12.6626 - output01_mean_squared_error: 15.7666 - output02_mean_squared_error: 24.2641 - output03_mean_squared_error: 34.6059 - output04_mean_squared_error: 30.4252 - output05_mean_squared_error: 18.9642 - output06_mean_squared_error: 24.5623 - output07_mean_squared_error: 25.9908 - output08_mean_squared_error: 15.5444 - output09_mean_squared_error: 20.3228 - output10_mean_squared_error: 19.5579 - output11_mean_squared_error: 21.1400 - output12_mean_squared_error: 18.1907 - output13_mean_squared_error: 28.0337 - output14_mean_squared_error: 20.7626 - output15_mean_squared_error: 30.8195 - output16_mean_squared_error: 20.9827 - output17_mean_squared_error: 24.3043 - output18_mean_squared_error: 14.6161 - output19_mean_squared_error: 12.5532 - output20_mean_squared_error: 15.4245 - output21_mean_squared_error: 31.5314 - output22_mean_squared_error: 23.2915 - output23_mean_squared_error: 15.7663 - output24_mean_squared_error: 22.9905 - output25_mean_squared_error: 28.6050 - output26_mean_squared_error: 14.9911 - output27_mean_squared_error: 30.3043 - output28_mean_squared_error: 24.5199 - output29_mean_squared_error: 32.8614 Epoch 776/2000 121/121 [==============================] - 0s 1ms/step - loss: 674.1799 - output00_loss: 12.6612 - output01_loss: 15.7605 - output02_loss: 24.2567 - output03_loss: 34.5975 - output04_loss: 30.4151 - output05_loss: 18.9620 - output06_loss: 24.5504 - output07_loss: 25.9806 - output08_loss: 15.5394 - output09_loss: 20.3182 - output10_loss: 19.5559 - output11_loss: 21.1379 - output12_loss: 18.1849 - output13_loss: 28.0269 - output14_loss: 20.7550 - output15_loss: 30.8120 - output16_loss: 20.9815 - output17_loss: 24.2961 - output18_loss: 14.6138 - output19_loss: 12.5492 - output20_loss: 15.4150 - output21_loss: 31.5241 - output22_loss: 23.2876 - output23_loss: 15.7647 - output24_loss: 22.9853 - output25_loss: 28.6018 - output26_loss: 14.9889 - output27_loss: 30.2990 - output28_loss: 24.5107 - output29_loss: 32.8480 - output00_mean_squared_error: 12.6612 - output01_mean_squared_error: 15.7605 - output02_mean_squared_error: 24.2567 - output03_mean_squared_error: 34.5975 - output04_mean_squared_error: 30.4151 - output05_mean_squared_error: 18.9620 - output06_mean_squared_error: 24.5504 - output07_mean_squared_error: 25.9806 - output08_mean_squared_error: 15.5394 - output09_mean_squared_error: 20.3182 - output10_mean_squared_error: 19.5559 - output11_mean_squared_error: 21.1379 - output12_mean_squared_error: 18.1849 - output13_mean_squared_error: 28.0269 - output14_mean_squared_error: 20.7550 - output15_mean_squared_error: 30.8120 - output16_mean_squared_error: 20.9815 - output17_mean_squared_error: 24.2961 - output18_mean_squared_error: 14.6138 - output19_mean_squared_error: 12.5492 - output20_mean_squared_error: 15.4150 - output21_mean_squared_error: 31.5241 - output22_mean_squared_error: 23.2876 - output23_mean_squared_error: 15.7647 - output24_mean_squared_error: 22.9853 - output25_mean_squared_error: 28.6018 - output26_mean_squared_error: 14.9889 - output27_mean_squared_error: 30.2990 - output28_mean_squared_error: 24.5107 - output29_mean_squared_error: 32.8480 Epoch 777/2000 121/121 [==============================] - 0s 897us/step - loss: 674.0050 - output00_loss: 12.6598 - output01_loss: 15.7545 - output02_loss: 24.2494 - output03_loss: 34.5891 - output04_loss: 30.4050 - output05_loss: 18.9598 - output06_loss: 24.5384 - output07_loss: 25.9705 - output08_loss: 15.5345 - output09_loss: 20.3136 - output10_loss: 19.5539 - output11_loss: 21.1357 - output12_loss: 18.1792 - output13_loss: 28.0202 - output14_loss: 20.7474 - output15_loss: 30.8045 - output16_loss: 20.9803 - output17_loss: 24.2879 - output18_loss: 14.6116 - output19_loss: 12.5451 - output20_loss: 15.4056 - output21_loss: 31.5169 - output22_loss: 23.2837 - output23_loss: 15.7632 - output24_loss: 22.9801 - output25_loss: 28.5986 - output26_loss: 14.9868 - output27_loss: 30.2939 - output28_loss: 24.5016 - output29_loss: 32.8346 - output00_mean_squared_error: 12.6598 - output01_mean_squared_error: 15.7545 - output02_mean_squared_error: 24.2494 - output03_mean_squared_error: 34.5891 - output04_mean_squared_error: 30.4050 - output05_mean_squared_error: 18.9598 - output06_mean_squared_error: 24.5384 - output07_mean_squared_error: 25.9705 - output08_mean_squared_error: 15.5345 - output09_mean_squared_error: 20.3136 - output10_mean_squared_error: 19.5539 - output11_mean_squared_error: 21.1357 - output12_mean_squared_error: 18.1792 - output13_mean_squared_error: 28.0202 - output14_mean_squared_error: 20.7474 - output15_mean_squared_error: 30.8045 - output16_mean_squared_error: 20.9803 - output17_mean_squared_error: 24.2879 - output18_mean_squared_error: 14.6116 - output19_mean_squared_error: 12.5451 - output20_mean_squared_error: 15.4056 - output21_mean_squared_error: 31.5169 - output22_mean_squared_error: 23.2837 - output23_mean_squared_error: 15.7632 - output24_mean_squared_error: 22.9801 - output25_mean_squared_error: 28.5986 - output26_mean_squared_error: 14.9868 - output27_mean_squared_error: 30.2939 - output28_mean_squared_error: 24.5016 - output29_mean_squared_error: 32.8346 Epoch 778/2000 121/121 [==============================] - 0s 1ms/step - loss: 673.8305 - output00_loss: 12.6584 - output01_loss: 15.7485 - output02_loss: 24.2420 - output03_loss: 34.5807 - output04_loss: 30.3949 - output05_loss: 18.9576 - output06_loss: 24.5265 - output07_loss: 25.9603 - output08_loss: 15.5296 - output09_loss: 20.3090 - output10_loss: 19.5519 - output11_loss: 21.1336 - output12_loss: 18.1734 - output13_loss: 28.0135 - output14_loss: 20.7398 - output15_loss: 30.7970 - output16_loss: 20.9791 - output17_loss: 24.2797 - output18_loss: 14.6093 - output19_loss: 12.5411 - output20_loss: 15.3962 - output21_loss: 31.5096 - output22_loss: 23.2799 - output23_loss: 15.7616 - output24_loss: 22.9749 - output25_loss: 28.5955 - output26_loss: 14.9846 - output27_loss: 30.2887 - output28_loss: 24.4924 - output29_loss: 32.8213 - output00_mean_squared_error: 12.6584 - output01_mean_squared_error: 15.7485 - output02_mean_squared_error: 24.2420 - output03_mean_squared_error: 34.5807 - output04_mean_squared_error: 30.3949 - output05_mean_squared_error: 18.9576 - output06_mean_squared_error: 24.5265 - output07_mean_squared_error: 25.9603 - output08_mean_squared_error: 15.5296 - output09_mean_squared_error: 20.3090 - output10_mean_squared_error: 19.5519 - output11_mean_squared_error: 21.1336 - output12_mean_squared_error: 18.1734 - output13_mean_squared_error: 28.0135 - output14_mean_squared_error: 20.7398 - output15_mean_squared_error: 30.7970 - output16_mean_squared_error: 20.9791 - output17_mean_squared_error: 24.2797 - output18_mean_squared_error: 14.6093 - output19_mean_squared_error: 12.5411 - output20_mean_squared_error: 15.3962 - output21_mean_squared_error: 31.5096 - output22_mean_squared_error: 23.2799 - output23_mean_squared_error: 15.7616 - output24_mean_squared_error: 22.9749 - output25_mean_squared_error: 28.5955 - output26_mean_squared_error: 14.9846 - output27_mean_squared_error: 30.2887 - output28_mean_squared_error: 24.4924 - output29_mean_squared_error: 32.8213 Epoch 779/2000 121/121 [==============================] - 0s 960us/step - loss: 673.6566 - output00_loss: 12.6570 - output01_loss: 15.7425 - output02_loss: 24.2347 - output03_loss: 34.5723 - output04_loss: 30.3848 - output05_loss: 18.9554 - output06_loss: 24.5146 - output07_loss: 25.9502 - output08_loss: 15.5248 - output09_loss: 20.3045 - output10_loss: 19.5499 - output11_loss: 21.1314 - output12_loss: 18.1677 - output13_loss: 28.0068 - output14_loss: 20.7322 - output15_loss: 30.7895 - output16_loss: 20.9779 - output17_loss: 24.2715 - output18_loss: 14.6071 - output19_loss: 12.5370 - output20_loss: 15.3868 - output21_loss: 31.5025 - output22_loss: 23.2760 - output23_loss: 15.7600 - output24_loss: 22.9697 - output25_loss: 28.5923 - output26_loss: 14.9825 - output27_loss: 30.2835 - output28_loss: 24.4833 - output29_loss: 32.8080 - output00_mean_squared_error: 12.6570 - output01_mean_squared_error: 15.7425 - output02_mean_squared_error: 24.2347 - output03_mean_squared_error: 34.5723 - output04_mean_squared_error: 30.3848 - output05_mean_squared_error: 18.9554 - output06_mean_squared_error: 24.5146 - output07_mean_squared_error: 25.9502 - output08_mean_squared_error: 15.5248 - output09_mean_squared_error: 20.3045 - output10_mean_squared_error: 19.5499 - output11_mean_squared_error: 21.1314 - output12_mean_squared_error: 18.1677 - output13_mean_squared_error: 28.0068 - output14_mean_squared_error: 20.7322 - output15_mean_squared_error: 30.7895 - output16_mean_squared_error: 20.9779 - output17_mean_squared_error: 24.2715 - output18_mean_squared_error: 14.6071 - output19_mean_squared_error: 12.5370 - output20_mean_squared_error: 15.3868 - output21_mean_squared_error: 31.5025 - output22_mean_squared_error: 23.2760 - output23_mean_squared_error: 15.7600 - output24_mean_squared_error: 22.9697 - output25_mean_squared_error: 28.5923 - output26_mean_squared_error: 14.9825 - output27_mean_squared_error: 30.2835 - output28_mean_squared_error: 24.4833 - output29_mean_squared_error: 32.8080 Epoch 780/2000 121/121 [==============================] - 0s 838us/step - loss: 673.4830 - output00_loss: 12.6556 - output01_loss: 15.7365 - output02_loss: 24.2274 - output03_loss: 34.5640 - output04_loss: 30.3748 - output05_loss: 18.9532 - output06_loss: 24.5027 - output07_loss: 25.9401 - output08_loss: 15.5199 - output09_loss: 20.2999 - output10_loss: 19.5479 - output11_loss: 21.1293 - output12_loss: 18.1620 - output13_loss: 28.0002 - output14_loss: 20.7247 - output15_loss: 30.7820 - output16_loss: 20.9768 - output17_loss: 24.2634 - output18_loss: 14.6048 - output19_loss: 12.5330 - output20_loss: 15.3774 - output21_loss: 31.4953 - output22_loss: 23.2722 - output23_loss: 15.7585 - output24_loss: 22.9645 - output25_loss: 28.5892 - output26_loss: 14.9804 - output27_loss: 30.2783 - output28_loss: 24.4742 - output29_loss: 32.7947 - output00_mean_squared_error: 12.6556 - output01_mean_squared_error: 15.7365 - output02_mean_squared_error: 24.2274 - output03_mean_squared_error: 34.5640 - output04_mean_squared_error: 30.3748 - output05_mean_squared_error: 18.9532 - output06_mean_squared_error: 24.5027 - output07_mean_squared_error: 25.9401 - output08_mean_squared_error: 15.5199 - output09_mean_squared_error: 20.2999 - output10_mean_squared_error: 19.5479 - output11_mean_squared_error: 21.1293 - output12_mean_squared_error: 18.1620 - output13_mean_squared_error: 28.0002 - output14_mean_squared_error: 20.7247 - output15_mean_squared_error: 30.7820 - output16_mean_squared_error: 20.9768 - output17_mean_squared_error: 24.2634 - output18_mean_squared_error: 14.6048 - output19_mean_squared_error: 12.5330 - output20_mean_squared_error: 15.3774 - output21_mean_squared_error: 31.4953 - output22_mean_squared_error: 23.2722 - output23_mean_squared_error: 15.7585 - output24_mean_squared_error: 22.9645 - output25_mean_squared_error: 28.5892 - output26_mean_squared_error: 14.9804 - output27_mean_squared_error: 30.2783 - output28_mean_squared_error: 24.4742 - output29_mean_squared_error: 32.7947 Epoch 781/2000 121/121 [==============================] - 0s 1ms/step - loss: 673.3099 - output00_loss: 12.6542 - output01_loss: 15.7305 - output02_loss: 24.2201 - output03_loss: 34.5557 - output04_loss: 30.3647 - output05_loss: 18.9510 - output06_loss: 24.4909 - output07_loss: 25.9300 - output08_loss: 15.5151 - output09_loss: 20.2954 - output10_loss: 19.5459 - output11_loss: 21.1272 - output12_loss: 18.1563 - output13_loss: 27.9935 - output14_loss: 20.7171 - output15_loss: 30.7746 - output16_loss: 20.9756 - output17_loss: 24.2553 - output18_loss: 14.6026 - output19_loss: 12.5290 - output20_loss: 15.3681 - output21_loss: 31.4882 - output22_loss: 23.2684 - output23_loss: 15.7570 - output24_loss: 22.9594 - output25_loss: 28.5861 - output26_loss: 14.9782 - output27_loss: 30.2732 - output28_loss: 24.4651 - output29_loss: 32.7814 - output00_mean_squared_error: 12.6542 - output01_mean_squared_error: 15.7305 - output02_mean_squared_error: 24.2201 - output03_mean_squared_error: 34.5557 - output04_mean_squared_error: 30.3647 - output05_mean_squared_error: 18.9510 - output06_mean_squared_error: 24.4909 - output07_mean_squared_error: 25.9300 - output08_mean_squared_error: 15.5151 - output09_mean_squared_error: 20.2954 - output10_mean_squared_error: 19.5459 - output11_mean_squared_error: 21.1272 - output12_mean_squared_error: 18.1563 - output13_mean_squared_error: 27.9935 - output14_mean_squared_error: 20.7171 - output15_mean_squared_error: 30.7746 - output16_mean_squared_error: 20.9756 - output17_mean_squared_error: 24.2553 - output18_mean_squared_error: 14.6026 - output19_mean_squared_error: 12.5290 - output20_mean_squared_error: 15.3681 - output21_mean_squared_error: 31.4882 - output22_mean_squared_error: 23.2684 - output23_mean_squared_error: 15.7570 - output24_mean_squared_error: 22.9594 - output25_mean_squared_error: 28.5861 - output26_mean_squared_error: 14.9782 - output27_mean_squared_error: 30.2732 - output28_mean_squared_error: 24.4651 - output29_mean_squared_error: 32.7814 Epoch 782/2000 121/121 [==============================] - 0s 1ms/step - loss: 673.1372 - output00_loss: 12.6529 - output01_loss: 15.7246 - output02_loss: 24.2128 - output03_loss: 34.5474 - output04_loss: 30.3547 - output05_loss: 18.9489 - output06_loss: 24.4791 - output07_loss: 25.9200 - output08_loss: 15.5102 - output09_loss: 20.2909 - output10_loss: 19.5439 - output11_loss: 21.1251 - output12_loss: 18.1507 - output13_loss: 27.9868 - output14_loss: 20.7096 - output15_loss: 30.7672 - output16_loss: 20.9744 - output17_loss: 24.2472 - output18_loss: 14.6004 - output19_loss: 12.5250 - output20_loss: 15.3588 - output21_loss: 31.4810 - output22_loss: 23.2646 - output23_loss: 15.7554 - output24_loss: 22.9542 - output25_loss: 28.5830 - output26_loss: 14.9761 - output27_loss: 30.2681 - output28_loss: 24.4561 - output29_loss: 32.7681 - output00_mean_squared_error: 12.6529 - output01_mean_squared_error: 15.7246 - output02_mean_squared_error: 24.2128 - output03_mean_squared_error: 34.5474 - output04_mean_squared_error: 30.3547 - output05_mean_squared_error: 18.9489 - output06_mean_squared_error: 24.4791 - output07_mean_squared_error: 25.9200 - output08_mean_squared_error: 15.5102 - output09_mean_squared_error: 20.2909 - output10_mean_squared_error: 19.5439 - output11_mean_squared_error: 21.1251 - output12_mean_squared_error: 18.1507 - output13_mean_squared_error: 27.9868 - output14_mean_squared_error: 20.7096 - output15_mean_squared_error: 30.7672 - output16_mean_squared_error: 20.9744 - output17_mean_squared_error: 24.2472 - output18_mean_squared_error: 14.6004 - output19_mean_squared_error: 12.5250 - output20_mean_squared_error: 15.3588 - output21_mean_squared_error: 31.4810 - output22_mean_squared_error: 23.2646 - output23_mean_squared_error: 15.7554 - output24_mean_squared_error: 22.9542 - output25_mean_squared_error: 28.5830 - output26_mean_squared_error: 14.9761 - output27_mean_squared_error: 30.2681 - output28_mean_squared_error: 24.4561 - output29_mean_squared_error: 32.7681 Epoch 783/2000 121/121 [==============================] - 0s 620us/step - loss: 672.9651 - output00_loss: 12.6515 - output01_loss: 15.7186 - output02_loss: 24.2056 - output03_loss: 34.5392 - output04_loss: 30.3447 - output05_loss: 18.9467 - output06_loss: 24.4673 - output07_loss: 25.9099 - output08_loss: 15.5054 - output09_loss: 20.2864 - output10_loss: 19.5420 - output11_loss: 21.1230 - output12_loss: 18.1450 - output13_loss: 27.9802 - output14_loss: 20.7021 - output15_loss: 30.7598 - output16_loss: 20.9733 - output17_loss: 24.2392 - output18_loss: 14.5982 - output19_loss: 12.5209 - output20_loss: 15.3495 - output21_loss: 31.4740 - output22_loss: 23.2608 - output23_loss: 15.7539 - output24_loss: 22.9491 - output25_loss: 28.5799 - output26_loss: 14.9740 - output27_loss: 30.2630 - output28_loss: 24.4470 - output29_loss: 32.7549 - output00_mean_squared_error: 12.6515 - output01_mean_squared_error: 15.7186 - output02_mean_squared_error: 24.2056 - output03_mean_squared_error: 34.5392 - output04_mean_squared_error: 30.3447 - output05_mean_squared_error: 18.9467 - output06_mean_squared_error: 24.4673 - output07_mean_squared_error: 25.9099 - output08_mean_squared_error: 15.5054 - output09_mean_squared_error: 20.2864 - output10_mean_squared_error: 19.5420 - output11_mean_squared_error: 21.1230 - output12_mean_squared_error: 18.1450 - output13_mean_squared_error: 27.9802 - output14_mean_squared_error: 20.7021 - output15_mean_squared_error: 30.7598 - output16_mean_squared_error: 20.9733 - output17_mean_squared_error: 24.2392 - output18_mean_squared_error: 14.5982 - output19_mean_squared_error: 12.5209 - output20_mean_squared_error: 15.3495 - output21_mean_squared_error: 31.4740 - output22_mean_squared_error: 23.2608 - output23_mean_squared_error: 15.7539 - output24_mean_squared_error: 22.9491 - output25_mean_squared_error: 28.5799 - output26_mean_squared_error: 14.9740 - output27_mean_squared_error: 30.2630 - output28_mean_squared_error: 24.4470 - output29_mean_squared_error: 32.7549 Epoch 784/2000 121/121 [==============================] - 0s 719us/step - loss: 672.7932 - output00_loss: 12.6502 - output01_loss: 15.7127 - output02_loss: 24.1983 - output03_loss: 34.5310 - output04_loss: 30.3347 - output05_loss: 18.9446 - output06_loss: 24.4555 - output07_loss: 25.8999 - output08_loss: 15.5006 - output09_loss: 20.2819 - output10_loss: 19.5400 - output11_loss: 21.1210 - output12_loss: 18.1394 - output13_loss: 27.9736 - output14_loss: 20.6946 - output15_loss: 30.7524 - output16_loss: 20.9721 - output17_loss: 24.2311 - output18_loss: 14.5960 - output19_loss: 12.5169 - output20_loss: 15.3402 - output21_loss: 31.4669 - output22_loss: 23.2570 - output23_loss: 15.7524 - output24_loss: 22.9440 - output25_loss: 28.5768 - output26_loss: 14.9719 - output27_loss: 30.2579 - output28_loss: 24.4380 - output29_loss: 32.7416 - output00_mean_squared_error: 12.6502 - output01_mean_squared_error: 15.7127 - output02_mean_squared_error: 24.1983 - output03_mean_squared_error: 34.5310 - output04_mean_squared_error: 30.3347 - output05_mean_squared_error: 18.9446 - output06_mean_squared_error: 24.4555 - output07_mean_squared_error: 25.8999 - output08_mean_squared_error: 15.5006 - output09_mean_squared_error: 20.2819 - output10_mean_squared_error: 19.5400 - output11_mean_squared_error: 21.1210 - output12_mean_squared_error: 18.1394 - output13_mean_squared_error: 27.9736 - output14_mean_squared_error: 20.6946 - output15_mean_squared_error: 30.7524 - output16_mean_squared_error: 20.9721 - output17_mean_squared_error: 24.2311 - output18_mean_squared_error: 14.5960 - output19_mean_squared_error: 12.5169 - output20_mean_squared_error: 15.3402 - output21_mean_squared_error: 31.4669 - output22_mean_squared_error: 23.2570 - output23_mean_squared_error: 15.7524 - output24_mean_squared_error: 22.9440 - output25_mean_squared_error: 28.5768 - output26_mean_squared_error: 14.9719 - output27_mean_squared_error: 30.2579 - output28_mean_squared_error: 24.4380 - output29_mean_squared_error: 32.7416 Epoch 785/2000 121/121 [==============================] - 0s 800us/step - loss: 672.6219 - output00_loss: 12.6488 - output01_loss: 15.7068 - output02_loss: 24.1911 - output03_loss: 34.5228 - output04_loss: 30.3247 - output05_loss: 18.9425 - output06_loss: 24.4438 - output07_loss: 25.8899 - output08_loss: 15.4959 - output09_loss: 20.2775 - output10_loss: 19.5381 - output11_loss: 21.1189 - output12_loss: 18.1338 - output13_loss: 27.9669 - output14_loss: 20.6871 - output15_loss: 30.7450 - output16_loss: 20.9710 - output17_loss: 24.2231 - output18_loss: 14.5938 - output19_loss: 12.5129 - output20_loss: 15.3310 - output21_loss: 31.4599 - output22_loss: 23.2533 - output23_loss: 15.7508 - output24_loss: 22.9389 - output25_loss: 28.5737 - output26_loss: 14.9699 - output27_loss: 30.2528 - output28_loss: 24.4289 - output29_loss: 32.7284 - output00_mean_squared_error: 12.6488 - output01_mean_squared_error: 15.7068 - output02_mean_squared_error: 24.1911 - output03_mean_squared_error: 34.5228 - output04_mean_squared_error: 30.3247 - output05_mean_squared_error: 18.9425 - output06_mean_squared_error: 24.4438 - output07_mean_squared_error: 25.8899 - output08_mean_squared_error: 15.4959 - output09_mean_squared_error: 20.2775 - output10_mean_squared_error: 19.5381 - output11_mean_squared_error: 21.1189 - output12_mean_squared_error: 18.1338 - output13_mean_squared_error: 27.9669 - output14_mean_squared_error: 20.6871 - output15_mean_squared_error: 30.7450 - output16_mean_squared_error: 20.9710 - output17_mean_squared_error: 24.2231 - output18_mean_squared_error: 14.5938 - output19_mean_squared_error: 12.5129 - output20_mean_squared_error: 15.3310 - output21_mean_squared_error: 31.4599 - output22_mean_squared_error: 23.2533 - output23_mean_squared_error: 15.7508 - output24_mean_squared_error: 22.9389 - output25_mean_squared_error: 28.5737 - output26_mean_squared_error: 14.9699 - output27_mean_squared_error: 30.2528 - output28_mean_squared_error: 24.4289 - output29_mean_squared_error: 32.7284 Epoch 786/2000 121/121 [==============================] - 0s 858us/step - loss: 672.4510 - output00_loss: 12.6475 - output01_loss: 15.7009 - output02_loss: 24.1839 - output03_loss: 34.5146 - output04_loss: 30.3147 - output05_loss: 18.9403 - output06_loss: 24.4320 - output07_loss: 25.8800 - output08_loss: 15.4911 - output09_loss: 20.2730 - output10_loss: 19.5361 - output11_loss: 21.1168 - output12_loss: 18.1282 - output13_loss: 27.9603 - output14_loss: 20.6796 - output15_loss: 30.7376 - output16_loss: 20.9699 - output17_loss: 24.2152 - output18_loss: 14.5916 - output19_loss: 12.5089 - output20_loss: 15.3217 - output21_loss: 31.4529 - output22_loss: 23.2495 - output23_loss: 15.7493 - output24_loss: 22.9338 - output25_loss: 28.5707 - output26_loss: 14.9678 - output27_loss: 30.2477 - output28_loss: 24.4199 - output29_loss: 32.7152 - output00_mean_squared_error: 12.6475 - output01_mean_squared_error: 15.7009 - output02_mean_squared_error: 24.1839 - output03_mean_squared_error: 34.5146 - output04_mean_squared_error: 30.3147 - output05_mean_squared_error: 18.9403 - output06_mean_squared_error: 24.4320 - output07_mean_squared_error: 25.8800 - output08_mean_squared_error: 15.4911 - output09_mean_squared_error: 20.2730 - output10_mean_squared_error: 19.5361 - output11_mean_squared_error: 21.1168 - output12_mean_squared_error: 18.1282 - output13_mean_squared_error: 27.9603 - output14_mean_squared_error: 20.6796 - output15_mean_squared_error: 30.7376 - output16_mean_squared_error: 20.9699 - output17_mean_squared_error: 24.2152 - output18_mean_squared_error: 14.5916 - output19_mean_squared_error: 12.5089 - output20_mean_squared_error: 15.3217 - output21_mean_squared_error: 31.4529 - output22_mean_squared_error: 23.2495 - output23_mean_squared_error: 15.7493 - output24_mean_squared_error: 22.9338 - output25_mean_squared_error: 28.5707 - output26_mean_squared_error: 14.9678 - output27_mean_squared_error: 30.2477 - output28_mean_squared_error: 24.4199 - output29_mean_squared_error: 32.7152 Epoch 787/2000 121/121 [==============================] - 0s 843us/step - loss: 672.2806 - output00_loss: 12.6462 - output01_loss: 15.6950 - output02_loss: 24.1767 - output03_loss: 34.5064 - output04_loss: 30.3047 - output05_loss: 18.9382 - output06_loss: 24.4203 - output07_loss: 25.8700 - output08_loss: 15.4863 - output09_loss: 20.2686 - output10_loss: 19.5342 - output11_loss: 21.1148 - output12_loss: 18.1227 - output13_loss: 27.9537 - output14_loss: 20.6722 - output15_loss: 30.7303 - output16_loss: 20.9687 - output17_loss: 24.2072 - output18_loss: 14.5894 - output19_loss: 12.5049 - output20_loss: 15.3125 - output21_loss: 31.4459 - output22_loss: 23.2458 - output23_loss: 15.7478 - output24_loss: 22.9288 - output25_loss: 28.5676 - output26_loss: 14.9657 - output27_loss: 30.2426 - output28_loss: 24.4109 - output29_loss: 32.7021 - output00_mean_squared_error: 12.6462 - output01_mean_squared_error: 15.6950 - output02_mean_squared_error: 24.1767 - output03_mean_squared_error: 34.5064 - output04_mean_squared_error: 30.3047 - output05_mean_squared_error: 18.9382 - output06_mean_squared_error: 24.4203 - output07_mean_squared_error: 25.8700 - output08_mean_squared_error: 15.4863 - output09_mean_squared_error: 20.2686 - output10_mean_squared_error: 19.5342 - output11_mean_squared_error: 21.1148 - output12_mean_squared_error: 18.1227 - output13_mean_squared_error: 27.9537 - output14_mean_squared_error: 20.6722 - output15_mean_squared_error: 30.7303 - output16_mean_squared_error: 20.9687 - output17_mean_squared_error: 24.2072 - output18_mean_squared_error: 14.5894 - output19_mean_squared_error: 12.5049 - output20_mean_squared_error: 15.3125 - output21_mean_squared_error: 31.4459 - output22_mean_squared_error: 23.2458 - output23_mean_squared_error: 15.7478 - output24_mean_squared_error: 22.9288 - output25_mean_squared_error: 28.5676 - output26_mean_squared_error: 14.9657 - output27_mean_squared_error: 30.2426 - output28_mean_squared_error: 24.4109 - output29_mean_squared_error: 32.7021 Epoch 788/2000 121/121 [==============================] - 0s 1ms/step - loss: 672.1107 - output00_loss: 12.6448 - output01_loss: 15.6892 - output02_loss: 24.1695 - output03_loss: 34.4983 - output04_loss: 30.2948 - output05_loss: 18.9361 - output06_loss: 24.4087 - output07_loss: 25.8601 - output08_loss: 15.4816 - output09_loss: 20.2642 - output10_loss: 19.5323 - output11_loss: 21.1128 - output12_loss: 18.1171 - output13_loss: 27.9471 - output14_loss: 20.6647 - output15_loss: 30.7229 - output16_loss: 20.9676 - output17_loss: 24.1993 - output18_loss: 14.5873 - output19_loss: 12.5010 - output20_loss: 15.3033 - output21_loss: 31.4390 - output22_loss: 23.2421 - output23_loss: 15.7463 - output24_loss: 22.9237 - output25_loss: 28.5646 - output26_loss: 14.9637 - output27_loss: 30.2376 - output28_loss: 24.4020 - output29_loss: 32.6889 - output00_mean_squared_error: 12.6448 - output01_mean_squared_error: 15.6892 - output02_mean_squared_error: 24.1695 - output03_mean_squared_error: 34.4983 - output04_mean_squared_error: 30.2948 - output05_mean_squared_error: 18.9361 - output06_mean_squared_error: 24.4087 - output07_mean_squared_error: 25.8601 - output08_mean_squared_error: 15.4816 - output09_mean_squared_error: 20.2642 - output10_mean_squared_error: 19.5323 - output11_mean_squared_error: 21.1128 - output12_mean_squared_error: 18.1171 - output13_mean_squared_error: 27.9471 - output14_mean_squared_error: 20.6647 - output15_mean_squared_error: 30.7229 - output16_mean_squared_error: 20.9676 - output17_mean_squared_error: 24.1993 - output18_mean_squared_error: 14.5873 - output19_mean_squared_error: 12.5010 - output20_mean_squared_error: 15.3033 - output21_mean_squared_error: 31.4390 - output22_mean_squared_error: 23.2421 - output23_mean_squared_error: 15.7463 - output24_mean_squared_error: 22.9237 - output25_mean_squared_error: 28.5646 - output26_mean_squared_error: 14.9637 - output27_mean_squared_error: 30.2376 - output28_mean_squared_error: 24.4020 - output29_mean_squared_error: 32.6889 Epoch 789/2000 121/121 [==============================] - 0s 1ms/step - loss: 671.9412 - output00_loss: 12.6435 - output01_loss: 15.6833 - output02_loss: 24.1624 - output03_loss: 34.4902 - output04_loss: 30.2849 - output05_loss: 18.9340 - output06_loss: 24.3970 - output07_loss: 25.8502 - output08_loss: 15.4769 - output09_loss: 20.2599 - output10_loss: 19.5304 - output11_loss: 21.1108 - output12_loss: 18.1116 - output13_loss: 27.9406 - output14_loss: 20.6573 - output15_loss: 30.7156 - output16_loss: 20.9665 - output17_loss: 24.1914 - output18_loss: 14.5851 - output19_loss: 12.4970 - output20_loss: 15.2942 - output21_loss: 31.4320 - output22_loss: 23.2383 - output23_loss: 15.7448 - output24_loss: 22.9187 - output25_loss: 28.5616 - output26_loss: 14.9616 - output27_loss: 30.2326 - output28_loss: 24.3930 - output29_loss: 32.6758 - output00_mean_squared_error: 12.6435 - output01_mean_squared_error: 15.6833 - output02_mean_squared_error: 24.1624 - output03_mean_squared_error: 34.4902 - output04_mean_squared_error: 30.2849 - output05_mean_squared_error: 18.9340 - output06_mean_squared_error: 24.3970 - output07_mean_squared_error: 25.8502 - output08_mean_squared_error: 15.4769 - output09_mean_squared_error: 20.2599 - output10_mean_squared_error: 19.5304 - output11_mean_squared_error: 21.1108 - output12_mean_squared_error: 18.1116 - output13_mean_squared_error: 27.9406 - output14_mean_squared_error: 20.6573 - output15_mean_squared_error: 30.7156 - output16_mean_squared_error: 20.9665 - output17_mean_squared_error: 24.1914 - output18_mean_squared_error: 14.5851 - output19_mean_squared_error: 12.4970 - output20_mean_squared_error: 15.2942 - output21_mean_squared_error: 31.4320 - output22_mean_squared_error: 23.2383 - output23_mean_squared_error: 15.7448 - output24_mean_squared_error: 22.9187 - output25_mean_squared_error: 28.5616 - output26_mean_squared_error: 14.9616 - output27_mean_squared_error: 30.2326 - output28_mean_squared_error: 24.3930 - output29_mean_squared_error: 32.6758 Epoch 790/2000 121/121 [==============================] - 0s 889us/step - loss: 671.7721 - output00_loss: 12.6422 - output01_loss: 15.6775 - output02_loss: 24.1553 - output03_loss: 34.4821 - output04_loss: 30.2749 - output05_loss: 18.9319 - output06_loss: 24.3854 - output07_loss: 25.8403 - output08_loss: 15.4722 - output09_loss: 20.2555 - output10_loss: 19.5285 - output11_loss: 21.1088 - output12_loss: 18.1061 - output13_loss: 27.9340 - output14_loss: 20.6499 - output15_loss: 30.7083 - output16_loss: 20.9654 - output17_loss: 24.1836 - output18_loss: 14.5830 - output19_loss: 12.4930 - output20_loss: 15.2850 - output21_loss: 31.4251 - output22_loss: 23.2346 - output23_loss: 15.7433 - output24_loss: 22.9137 - output25_loss: 28.5585 - output26_loss: 14.9596 - output27_loss: 30.2275 - output28_loss: 24.3841 - output29_loss: 32.6627 - output00_mean_squared_error: 12.6422 - output01_mean_squared_error: 15.6775 - output02_mean_squared_error: 24.1553 - output03_mean_squared_error: 34.4821 - output04_mean_squared_error: 30.2749 - output05_mean_squared_error: 18.9319 - output06_mean_squared_error: 24.3854 - output07_mean_squared_error: 25.8403 - output08_mean_squared_error: 15.4722 - output09_mean_squared_error: 20.2555 - output10_mean_squared_error: 19.5285 - output11_mean_squared_error: 21.1088 - output12_mean_squared_error: 18.1061 - output13_mean_squared_error: 27.9340 - output14_mean_squared_error: 20.6499 - output15_mean_squared_error: 30.7083 - output16_mean_squared_error: 20.9654 - output17_mean_squared_error: 24.1836 - output18_mean_squared_error: 14.5830 - output19_mean_squared_error: 12.4930 - output20_mean_squared_error: 15.2850 - output21_mean_squared_error: 31.4251 - output22_mean_squared_error: 23.2346 - output23_mean_squared_error: 15.7433 - output24_mean_squared_error: 22.9137 - output25_mean_squared_error: 28.5585 - output26_mean_squared_error: 14.9596 - output27_mean_squared_error: 30.2275 - output28_mean_squared_error: 24.3841 - output29_mean_squared_error: 32.6627 Epoch 791/2000 121/121 [==============================] - 0s 565us/step - loss: 671.6034 - output00_loss: 12.6409 - output01_loss: 15.6716 - output02_loss: 24.1481 - output03_loss: 34.4741 - output04_loss: 30.2650 - output05_loss: 18.9299 - output06_loss: 24.3737 - output07_loss: 25.8304 - output08_loss: 15.4675 - output09_loss: 20.2512 - output10_loss: 19.5266 - output11_loss: 21.1068 - output12_loss: 18.1006 - output13_loss: 27.9274 - output14_loss: 20.6425 - output15_loss: 30.7010 - output16_loss: 20.9643 - output17_loss: 24.1758 - output18_loss: 14.5809 - output19_loss: 12.4890 - output20_loss: 15.2759 - output21_loss: 31.4183 - output22_loss: 23.2310 - output23_loss: 15.7418 - output24_loss: 22.9087 - output25_loss: 28.5555 - output26_loss: 14.9576 - output27_loss: 30.2225 - output28_loss: 24.3751 - output29_loss: 32.6496 - output00_mean_squared_error: 12.6409 - output01_mean_squared_error: 15.6716 - output02_mean_squared_error: 24.1481 - output03_mean_squared_error: 34.4741 - output04_mean_squared_error: 30.2650 - output05_mean_squared_error: 18.9299 - output06_mean_squared_error: 24.3737 - output07_mean_squared_error: 25.8304 - output08_mean_squared_error: 15.4675 - output09_mean_squared_error: 20.2512 - output10_mean_squared_error: 19.5266 - output11_mean_squared_error: 21.1068 - output12_mean_squared_error: 18.1006 - output13_mean_squared_error: 27.9274 - output14_mean_squared_error: 20.6425 - output15_mean_squared_error: 30.7010 - output16_mean_squared_error: 20.9643 - output17_mean_squared_error: 24.1758 - output18_mean_squared_error: 14.5809 - output19_mean_squared_error: 12.4890 - output20_mean_squared_error: 15.2759 - output21_mean_squared_error: 31.4183 - output22_mean_squared_error: 23.2310 - output23_mean_squared_error: 15.7418 - output24_mean_squared_error: 22.9087 - output25_mean_squared_error: 28.5555 - output26_mean_squared_error: 14.9576 - output27_mean_squared_error: 30.2225 - output28_mean_squared_error: 24.3751 - output29_mean_squared_error: 32.6496 Epoch 792/2000 121/121 [==============================] - 0s 509us/step - loss: 671.4352 - output00_loss: 12.6396 - output01_loss: 15.6658 - output02_loss: 24.1410 - output03_loss: 34.4661 - output04_loss: 30.2551 - output05_loss: 18.9278 - output06_loss: 24.3622 - output07_loss: 25.8206 - output08_loss: 15.4628 - output09_loss: 20.2468 - output10_loss: 19.5247 - output11_loss: 21.1048 - output12_loss: 18.0951 - output13_loss: 27.9209 - output14_loss: 20.6351 - output15_loss: 30.6937 - output16_loss: 20.9632 - output17_loss: 24.1679 - output18_loss: 14.5788 - output19_loss: 12.4851 - output20_loss: 15.2668 - output21_loss: 31.4114 - output22_loss: 23.2273 - output23_loss: 15.7404 - output24_loss: 22.9037 - output25_loss: 28.5526 - output26_loss: 14.9555 - output27_loss: 30.2175 - output28_loss: 24.3662 - output29_loss: 32.6366 - output00_mean_squared_error: 12.6396 - output01_mean_squared_error: 15.6658 - output02_mean_squared_error: 24.1410 - output03_mean_squared_error: 34.4661 - output04_mean_squared_error: 30.2551 - output05_mean_squared_error: 18.9278 - output06_mean_squared_error: 24.3622 - output07_mean_squared_error: 25.8206 - output08_mean_squared_error: 15.4628 - output09_mean_squared_error: 20.2468 - output10_mean_squared_error: 19.5247 - output11_mean_squared_error: 21.1048 - output12_mean_squared_error: 18.0951 - output13_mean_squared_error: 27.9209 - output14_mean_squared_error: 20.6351 - output15_mean_squared_error: 30.6937 - output16_mean_squared_error: 20.9632 - output17_mean_squared_error: 24.1679 - output18_mean_squared_error: 14.5788 - output19_mean_squared_error: 12.4851 - output20_mean_squared_error: 15.2668 - output21_mean_squared_error: 31.4114 - output22_mean_squared_error: 23.2273 - output23_mean_squared_error: 15.7404 - output24_mean_squared_error: 22.9037 - output25_mean_squared_error: 28.5526 - output26_mean_squared_error: 14.9555 - output27_mean_squared_error: 30.2175 - output28_mean_squared_error: 24.3662 - output29_mean_squared_error: 32.6366 Epoch 793/2000 121/121 [==============================] - 0s 719us/step - loss: 671.2675 - output00_loss: 12.6383 - output01_loss: 15.6600 - output02_loss: 24.1340 - output03_loss: 34.4581 - output04_loss: 30.2453 - output05_loss: 18.9258 - output06_loss: 24.3506 - output07_loss: 25.8108 - output08_loss: 15.4582 - output09_loss: 20.2425 - output10_loss: 19.5228 - output11_loss: 21.1028 - output12_loss: 18.0897 - output13_loss: 27.9144 - output14_loss: 20.6278 - output15_loss: 30.6865 - output16_loss: 20.9621 - output17_loss: 24.1602 - output18_loss: 14.5766 - output19_loss: 12.4811 - output20_loss: 15.2577 - output21_loss: 31.4046 - output22_loss: 23.2236 - output23_loss: 15.7389 - output24_loss: 22.8987 - output25_loss: 28.5496 - output26_loss: 14.9535 - output27_loss: 30.2126 - output28_loss: 24.3573 - output29_loss: 32.6235 - output00_mean_squared_error: 12.6383 - output01_mean_squared_error: 15.6600 - output02_mean_squared_error: 24.1340 - output03_mean_squared_error: 34.4581 - output04_mean_squared_error: 30.2453 - output05_mean_squared_error: 18.9258 - output06_mean_squared_error: 24.3506 - output07_mean_squared_error: 25.8108 - output08_mean_squared_error: 15.4582 - output09_mean_squared_error: 20.2425 - output10_mean_squared_error: 19.5228 - output11_mean_squared_error: 21.1028 - output12_mean_squared_error: 18.0897 - output13_mean_squared_error: 27.9144 - output14_mean_squared_error: 20.6278 - output15_mean_squared_error: 30.6865 - output16_mean_squared_error: 20.9621 - output17_mean_squared_error: 24.1602 - output18_mean_squared_error: 14.5766 - output19_mean_squared_error: 12.4811 - output20_mean_squared_error: 15.2577 - output21_mean_squared_error: 31.4046 - output22_mean_squared_error: 23.2236 - output23_mean_squared_error: 15.7389 - output24_mean_squared_error: 22.8987 - output25_mean_squared_error: 28.5496 - output26_mean_squared_error: 14.9535 - output27_mean_squared_error: 30.2126 - output28_mean_squared_error: 24.3573 - output29_mean_squared_error: 32.6235 Epoch 794/2000 121/121 [==============================] - 0s 853us/step - loss: 671.1001 - output00_loss: 12.6370 - output01_loss: 15.6542 - output02_loss: 24.1269 - output03_loss: 34.4501 - output04_loss: 30.2354 - output05_loss: 18.9237 - output06_loss: 24.3390 - output07_loss: 25.8010 - output08_loss: 15.4535 - output09_loss: 20.2382 - output10_loss: 19.5210 - output11_loss: 21.1008 - output12_loss: 18.0842 - output13_loss: 27.9078 - output14_loss: 20.6204 - output15_loss: 30.6792 - output16_loss: 20.9610 - output17_loss: 24.1524 - output18_loss: 14.5745 - output19_loss: 12.4771 - output20_loss: 15.2487 - output21_loss: 31.3978 - output22_loss: 23.2200 - output23_loss: 15.7374 - output24_loss: 22.8938 - output25_loss: 28.5466 - output26_loss: 14.9515 - output27_loss: 30.2076 - output28_loss: 24.3484 - output29_loss: 32.6105 - output00_mean_squared_error: 12.6370 - output01_mean_squared_error: 15.6542 - output02_mean_squared_error: 24.1269 - output03_mean_squared_error: 34.4501 - output04_mean_squared_error: 30.2354 - output05_mean_squared_error: 18.9237 - output06_mean_squared_error: 24.3390 - output07_mean_squared_error: 25.8010 - output08_mean_squared_error: 15.4535 - output09_mean_squared_error: 20.2382 - output10_mean_squared_error: 19.5210 - output11_mean_squared_error: 21.1008 - output12_mean_squared_error: 18.0842 - output13_mean_squared_error: 27.9078 - output14_mean_squared_error: 20.6204 - output15_mean_squared_error: 30.6792 - output16_mean_squared_error: 20.9610 - output17_mean_squared_error: 24.1524 - output18_mean_squared_error: 14.5745 - output19_mean_squared_error: 12.4771 - output20_mean_squared_error: 15.2487 - output21_mean_squared_error: 31.3978 - output22_mean_squared_error: 23.2200 - output23_mean_squared_error: 15.7374 - output24_mean_squared_error: 22.8938 - output25_mean_squared_error: 28.5466 - output26_mean_squared_error: 14.9515 - output27_mean_squared_error: 30.2076 - output28_mean_squared_error: 24.3484 - output29_mean_squared_error: 32.6105 Epoch 795/2000 121/121 [==============================] - 0s 992us/step - loss: 670.9331 - output00_loss: 12.6357 - output01_loss: 15.6484 - output02_loss: 24.1199 - output03_loss: 34.4422 - output04_loss: 30.2255 - output05_loss: 18.9217 - output06_loss: 24.3275 - output07_loss: 25.7912 - output08_loss: 15.4489 - output09_loss: 20.2340 - output10_loss: 19.5191 - output11_loss: 21.0989 - output12_loss: 18.0788 - output13_loss: 27.9013 - output14_loss: 20.6131 - output15_loss: 30.6720 - output16_loss: 20.9599 - output17_loss: 24.1447 - output18_loss: 14.5725 - output19_loss: 12.4732 - output20_loss: 15.2396 - output21_loss: 31.3910 - output22_loss: 23.2164 - output23_loss: 15.7360 - output24_loss: 22.8888 - output25_loss: 28.5437 - output26_loss: 14.9495 - output27_loss: 30.2027 - output28_loss: 24.3396 - output29_loss: 32.5975 - output00_mean_squared_error: 12.6357 - output01_mean_squared_error: 15.6484 - output02_mean_squared_error: 24.1199 - output03_mean_squared_error: 34.4422 - output04_mean_squared_error: 30.2255 - output05_mean_squared_error: 18.9217 - output06_mean_squared_error: 24.3275 - output07_mean_squared_error: 25.7912 - output08_mean_squared_error: 15.4489 - output09_mean_squared_error: 20.2340 - output10_mean_squared_error: 19.5191 - output11_mean_squared_error: 21.0989 - output12_mean_squared_error: 18.0788 - output13_mean_squared_error: 27.9013 - output14_mean_squared_error: 20.6131 - output15_mean_squared_error: 30.6720 - output16_mean_squared_error: 20.9599 - output17_mean_squared_error: 24.1447 - output18_mean_squared_error: 14.5725 - output19_mean_squared_error: 12.4732 - output20_mean_squared_error: 15.2396 - output21_mean_squared_error: 31.3910 - output22_mean_squared_error: 23.2164 - output23_mean_squared_error: 15.7360 - output24_mean_squared_error: 22.8888 - output25_mean_squared_error: 28.5437 - output26_mean_squared_error: 14.9495 - output27_mean_squared_error: 30.2027 - output28_mean_squared_error: 24.3396 - output29_mean_squared_error: 32.5975 Epoch 796/2000 121/121 [==============================] - 0s 1ms/step - loss: 670.7667 - output00_loss: 12.6345 - output01_loss: 15.6427 - output02_loss: 24.1128 - output03_loss: 34.4342 - output04_loss: 30.2157 - output05_loss: 18.9197 - output06_loss: 24.3160 - output07_loss: 25.7815 - output08_loss: 15.4443 - output09_loss: 20.2297 - output10_loss: 19.5172 - output11_loss: 21.0970 - output12_loss: 18.0734 - output13_loss: 27.8948 - output14_loss: 20.6058 - output15_loss: 30.6648 - output16_loss: 20.9588 - output17_loss: 24.1370 - output18_loss: 14.5704 - output19_loss: 12.4693 - output20_loss: 15.2306 - output21_loss: 31.3843 - output22_loss: 23.2128 - output23_loss: 15.7345 - output24_loss: 22.8839 - output25_loss: 28.5407 - output26_loss: 14.9476 - output27_loss: 30.1977 - output28_loss: 24.3307 - output29_loss: 32.5845 - output00_mean_squared_error: 12.6345 - output01_mean_squared_error: 15.6427 - output02_mean_squared_error: 24.1128 - output03_mean_squared_error: 34.4342 - output04_mean_squared_error: 30.2157 - output05_mean_squared_error: 18.9197 - output06_mean_squared_error: 24.3160 - output07_mean_squared_error: 25.7815 - output08_mean_squared_error: 15.4443 - output09_mean_squared_error: 20.2297 - output10_mean_squared_error: 19.5172 - output11_mean_squared_error: 21.0970 - output12_mean_squared_error: 18.0734 - output13_mean_squared_error: 27.8948 - output14_mean_squared_error: 20.6058 - output15_mean_squared_error: 30.6648 - output16_mean_squared_error: 20.9588 - output17_mean_squared_error: 24.1370 - output18_mean_squared_error: 14.5704 - output19_mean_squared_error: 12.4693 - output20_mean_squared_error: 15.2306 - output21_mean_squared_error: 31.3843 - output22_mean_squared_error: 23.2128 - output23_mean_squared_error: 15.7345 - output24_mean_squared_error: 22.8839 - output25_mean_squared_error: 28.5407 - output26_mean_squared_error: 14.9476 - output27_mean_squared_error: 30.1977 - output28_mean_squared_error: 24.3307 - output29_mean_squared_error: 32.5845 Epoch 797/2000 121/121 [==============================] - 0s 834us/step - loss: 670.6007 - output00_loss: 12.6332 - output01_loss: 15.6369 - output02_loss: 24.1058 - output03_loss: 34.4263 - output04_loss: 30.2059 - output05_loss: 18.9176 - output06_loss: 24.3045 - output07_loss: 25.7717 - output08_loss: 15.4397 - output09_loss: 20.2255 - output10_loss: 19.5154 - output11_loss: 21.0950 - output12_loss: 18.0680 - output13_loss: 27.8884 - output14_loss: 20.5985 - output15_loss: 30.6575 - output16_loss: 20.9577 - output17_loss: 24.1293 - output18_loss: 14.5683 - output19_loss: 12.4653 - output20_loss: 15.2216 - output21_loss: 31.3776 - output22_loss: 23.2092 - output23_loss: 15.7331 - output24_loss: 22.8790 - output25_loss: 28.5378 - output26_loss: 14.9456 - output27_loss: 30.1928 - output28_loss: 24.3219 - output29_loss: 32.5715 - output00_mean_squared_error: 12.6332 - output01_mean_squared_error: 15.6369 - output02_mean_squared_error: 24.1058 - output03_mean_squared_error: 34.4263 - output04_mean_squared_error: 30.2059 - output05_mean_squared_error: 18.9176 - output06_mean_squared_error: 24.3045 - output07_mean_squared_error: 25.7717 - output08_mean_squared_error: 15.4397 - output09_mean_squared_error: 20.2255 - output10_mean_squared_error: 19.5154 - output11_mean_squared_error: 21.0950 - output12_mean_squared_error: 18.0680 - output13_mean_squared_error: 27.8884 - output14_mean_squared_error: 20.5985 - output15_mean_squared_error: 30.6575 - output16_mean_squared_error: 20.9577 - output17_mean_squared_error: 24.1293 - output18_mean_squared_error: 14.5683 - output19_mean_squared_error: 12.4653 - output20_mean_squared_error: 15.2216 - output21_mean_squared_error: 31.3776 - output22_mean_squared_error: 23.2092 - output23_mean_squared_error: 15.7331 - output24_mean_squared_error: 22.8790 - output25_mean_squared_error: 28.5378 - output26_mean_squared_error: 14.9456 - output27_mean_squared_error: 30.1928 - output28_mean_squared_error: 24.3219 - output29_mean_squared_error: 32.5715 Epoch 798/2000 121/121 [==============================] - 0s 979us/step - loss: 670.4351 - output00_loss: 12.6319 - output01_loss: 15.6312 - output02_loss: 24.0988 - output03_loss: 34.4185 - output04_loss: 30.1961 - output05_loss: 18.9156 - output06_loss: 24.2931 - output07_loss: 25.7620 - output08_loss: 15.4351 - output09_loss: 20.2212 - output10_loss: 19.5136 - output11_loss: 21.0931 - output12_loss: 18.0627 - output13_loss: 27.8819 - output14_loss: 20.5912 - output15_loss: 30.6503 - output16_loss: 20.9566 - output17_loss: 24.1217 - output18_loss: 14.5662 - output19_loss: 12.4614 - output20_loss: 15.2127 - output21_loss: 31.3709 - output22_loss: 23.2056 - output23_loss: 15.7316 - output24_loss: 22.8741 - output25_loss: 28.5349 - output26_loss: 14.9436 - output27_loss: 30.1879 - output28_loss: 24.3130 - output29_loss: 32.5586 - output00_mean_squared_error: 12.6319 - output01_mean_squared_error: 15.6312 - output02_mean_squared_error: 24.0988 - output03_mean_squared_error: 34.4185 - output04_mean_squared_error: 30.1961 - output05_mean_squared_error: 18.9156 - output06_mean_squared_error: 24.2931 - output07_mean_squared_error: 25.7620 - output08_mean_squared_error: 15.4351 - output09_mean_squared_error: 20.2212 - output10_mean_squared_error: 19.5136 - output11_mean_squared_error: 21.0931 - output12_mean_squared_error: 18.0627 - output13_mean_squared_error: 27.8819 - output14_mean_squared_error: 20.5912 - output15_mean_squared_error: 30.6503 - output16_mean_squared_error: 20.9566 - output17_mean_squared_error: 24.1217 - output18_mean_squared_error: 14.5662 - output19_mean_squared_error: 12.4614 - output20_mean_squared_error: 15.2127 - output21_mean_squared_error: 31.3709 - output22_mean_squared_error: 23.2056 - output23_mean_squared_error: 15.7316 - output24_mean_squared_error: 22.8741 - output25_mean_squared_error: 28.5349 - output26_mean_squared_error: 14.9436 - output27_mean_squared_error: 30.1879 - output28_mean_squared_error: 24.3130 - output29_mean_squared_error: 32.5586 Epoch 799/2000 121/121 [==============================] - 0s 463us/step - loss: 670.2698 - output00_loss: 12.6307 - output01_loss: 15.6255 - output02_loss: 24.0918 - output03_loss: 34.4106 - output04_loss: 30.1863 - output05_loss: 18.9136 - output06_loss: 24.2817 - output07_loss: 25.7523 - output08_loss: 15.4305 - output09_loss: 20.2170 - output10_loss: 19.5117 - output11_loss: 21.0912 - output12_loss: 18.0573 - output13_loss: 27.8754 - output14_loss: 20.5839 - output15_loss: 30.6432 - output16_loss: 20.9556 - output17_loss: 24.1141 - output18_loss: 14.5642 - output19_loss: 12.4575 - output20_loss: 15.2037 - output21_loss: 31.3642 - output22_loss: 23.2020 - output23_loss: 15.7302 - output24_loss: 22.8692 - output25_loss: 28.5319 - output26_loss: 14.9417 - output27_loss: 30.1830 - output28_loss: 24.3042 - output29_loss: 32.5457 - output00_mean_squared_error: 12.6307 - output01_mean_squared_error: 15.6255 - output02_mean_squared_error: 24.0918 - output03_mean_squared_error: 34.4106 - output04_mean_squared_error: 30.1863 - output05_mean_squared_error: 18.9136 - output06_mean_squared_error: 24.2817 - output07_mean_squared_error: 25.7523 - output08_mean_squared_error: 15.4305 - output09_mean_squared_error: 20.2170 - output10_mean_squared_error: 19.5117 - output11_mean_squared_error: 21.0912 - output12_mean_squared_error: 18.0573 - output13_mean_squared_error: 27.8754 - output14_mean_squared_error: 20.5839 - output15_mean_squared_error: 30.6432 - output16_mean_squared_error: 20.9556 - output17_mean_squared_error: 24.1141 - output18_mean_squared_error: 14.5642 - output19_mean_squared_error: 12.4575 - output20_mean_squared_error: 15.2037 - output21_mean_squared_error: 31.3642 - output22_mean_squared_error: 23.2020 - output23_mean_squared_error: 15.7302 - output24_mean_squared_error: 22.8692 - output25_mean_squared_error: 28.5319 - output26_mean_squared_error: 14.9417 - output27_mean_squared_error: 30.1830 - output28_mean_squared_error: 24.3042 - output29_mean_squared_error: 32.5457 Epoch 800/2000 121/121 [==============================] - 0s 939us/step - loss: 670.1051 - output00_loss: 12.6294 - output01_loss: 15.6198 - output02_loss: 24.0849 - output03_loss: 34.4028 - output04_loss: 30.1765 - output05_loss: 18.9116 - output06_loss: 24.2703 - output07_loss: 25.7426 - output08_loss: 15.4260 - output09_loss: 20.2129 - output10_loss: 19.5099 - output11_loss: 21.0893 - output12_loss: 18.0520 - output13_loss: 27.8690 - output14_loss: 20.5766 - output15_loss: 30.6360 - output16_loss: 20.9545 - output17_loss: 24.1065 - output18_loss: 14.5621 - output19_loss: 12.4535 - output20_loss: 15.1948 - output21_loss: 31.3576 - output22_loss: 23.1984 - output23_loss: 15.7288 - output24_loss: 22.8644 - output25_loss: 28.5290 - output26_loss: 14.9397 - output27_loss: 30.1781 - output28_loss: 24.2954 - output29_loss: 32.5328 - output00_mean_squared_error: 12.6294 - output01_mean_squared_error: 15.6198 - output02_mean_squared_error: 24.0849 - output03_mean_squared_error: 34.4028 - output04_mean_squared_error: 30.1765 - output05_mean_squared_error: 18.9116 - output06_mean_squared_error: 24.2703 - output07_mean_squared_error: 25.7426 - output08_mean_squared_error: 15.4260 - output09_mean_squared_error: 20.2129 - output10_mean_squared_error: 19.5099 - output11_mean_squared_error: 21.0893 - output12_mean_squared_error: 18.0520 - output13_mean_squared_error: 27.8690 - output14_mean_squared_error: 20.5766 - output15_mean_squared_error: 30.6360 - output16_mean_squared_error: 20.9545 - output17_mean_squared_error: 24.1065 - output18_mean_squared_error: 14.5621 - output19_mean_squared_error: 12.4535 - output20_mean_squared_error: 15.1948 - output21_mean_squared_error: 31.3576 - output22_mean_squared_error: 23.1984 - output23_mean_squared_error: 15.7288 - output24_mean_squared_error: 22.8644 - output25_mean_squared_error: 28.5290 - output26_mean_squared_error: 14.9397 - output27_mean_squared_error: 30.1781 - output28_mean_squared_error: 24.2954 - output29_mean_squared_error: 32.5328 Epoch 801/2000 121/121 [==============================] - 0s 840us/step - loss: 669.9409 - output00_loss: 12.6282 - output01_loss: 15.6141 - output02_loss: 24.0779 - output03_loss: 34.3950 - output04_loss: 30.1667 - output05_loss: 18.9097 - output06_loss: 24.2589 - output07_loss: 25.7330 - output08_loss: 15.4214 - output09_loss: 20.2087 - output10_loss: 19.5081 - output11_loss: 21.0874 - output12_loss: 18.0467 - output13_loss: 27.8625 - output14_loss: 20.5694 - output15_loss: 30.6288 - output16_loss: 20.9535 - output17_loss: 24.0989 - output18_loss: 14.5601 - output19_loss: 12.4496 - output20_loss: 15.1859 - output21_loss: 31.3509 - output22_loss: 23.1949 - output23_loss: 15.7273 - output24_loss: 22.8595 - output25_loss: 28.5262 - output26_loss: 14.9378 - output27_loss: 30.1732 - output28_loss: 24.2866 - output29_loss: 32.5199 - output00_mean_squared_error: 12.6282 - output01_mean_squared_error: 15.6141 - output02_mean_squared_error: 24.0779 - output03_mean_squared_error: 34.3950 - output04_mean_squared_error: 30.1667 - output05_mean_squared_error: 18.9097 - output06_mean_squared_error: 24.2589 - output07_mean_squared_error: 25.7330 - output08_mean_squared_error: 15.4214 - output09_mean_squared_error: 20.2087 - output10_mean_squared_error: 19.5081 - output11_mean_squared_error: 21.0874 - output12_mean_squared_error: 18.0467 - output13_mean_squared_error: 27.8625 - output14_mean_squared_error: 20.5694 - output15_mean_squared_error: 30.6288 - output16_mean_squared_error: 20.9535 - output17_mean_squared_error: 24.0989 - output18_mean_squared_error: 14.5601 - output19_mean_squared_error: 12.4496 - output20_mean_squared_error: 15.1859 - output21_mean_squared_error: 31.3509 - output22_mean_squared_error: 23.1949 - output23_mean_squared_error: 15.7273 - output24_mean_squared_error: 22.8595 - output25_mean_squared_error: 28.5262 - output26_mean_squared_error: 14.9378 - output27_mean_squared_error: 30.1732 - output28_mean_squared_error: 24.2866 - output29_mean_squared_error: 32.5199 Epoch 802/2000 121/121 [==============================] - 0s 1ms/step - loss: 669.7770 - output00_loss: 12.6269 - output01_loss: 15.6084 - output02_loss: 24.0710 - output03_loss: 34.3872 - output04_loss: 30.1570 - output05_loss: 18.9077 - output06_loss: 24.2475 - output07_loss: 25.7233 - output08_loss: 15.4169 - output09_loss: 20.2045 - output10_loss: 19.5063 - output11_loss: 21.0855 - output12_loss: 18.0414 - output13_loss: 27.8561 - output14_loss: 20.5622 - output15_loss: 30.6217 - output16_loss: 20.9524 - output17_loss: 24.0914 - output18_loss: 14.5581 - output19_loss: 12.4457 - output20_loss: 15.1770 - output21_loss: 31.3443 - output22_loss: 23.1913 - output23_loss: 15.7259 - output24_loss: 22.8547 - output25_loss: 28.5233 - output26_loss: 14.9359 - output27_loss: 30.1684 - output28_loss: 24.2779 - output29_loss: 32.5070 - output00_mean_squared_error: 12.6269 - output01_mean_squared_error: 15.6084 - output02_mean_squared_error: 24.0710 - output03_mean_squared_error: 34.3872 - output04_mean_squared_error: 30.1570 - output05_mean_squared_error: 18.9077 - output06_mean_squared_error: 24.2475 - output07_mean_squared_error: 25.7233 - output08_mean_squared_error: 15.4169 - output09_mean_squared_error: 20.2045 - output10_mean_squared_error: 19.5063 - output11_mean_squared_error: 21.0855 - output12_mean_squared_error: 18.0414 - output13_mean_squared_error: 27.8561 - output14_mean_squared_error: 20.5622 - output15_mean_squared_error: 30.6217 - output16_mean_squared_error: 20.9524 - output17_mean_squared_error: 24.0914 - output18_mean_squared_error: 14.5581 - output19_mean_squared_error: 12.4457 - output20_mean_squared_error: 15.1770 - output21_mean_squared_error: 31.3443 - output22_mean_squared_error: 23.1913 - output23_mean_squared_error: 15.7259 - output24_mean_squared_error: 22.8547 - output25_mean_squared_error: 28.5233 - output26_mean_squared_error: 14.9359 - output27_mean_squared_error: 30.1684 - output28_mean_squared_error: 24.2779 - output29_mean_squared_error: 32.5070 Epoch 803/2000 121/121 [==============================] - 0s 727us/step - loss: 669.6135 - output00_loss: 12.6257 - output01_loss: 15.6027 - output02_loss: 24.0641 - output03_loss: 34.3795 - output04_loss: 30.1473 - output05_loss: 18.9057 - output06_loss: 24.2362 - output07_loss: 25.7137 - output08_loss: 15.4124 - output09_loss: 20.2004 - output10_loss: 19.5045 - output11_loss: 21.0837 - output12_loss: 18.0361 - output13_loss: 27.8497 - output14_loss: 20.5550 - output15_loss: 30.6146 - output16_loss: 20.9514 - output17_loss: 24.0838 - output18_loss: 14.5561 - output19_loss: 12.4418 - output20_loss: 15.1681 - output21_loss: 31.3378 - output22_loss: 23.1878 - output23_loss: 15.7245 - output24_loss: 22.8499 - output25_loss: 28.5204 - output26_loss: 14.9339 - output27_loss: 30.1635 - output28_loss: 24.2691 - output29_loss: 32.4942 - output00_mean_squared_error: 12.6257 - output01_mean_squared_error: 15.6027 - output02_mean_squared_error: 24.0641 - output03_mean_squared_error: 34.3795 - output04_mean_squared_error: 30.1473 - output05_mean_squared_error: 18.9057 - output06_mean_squared_error: 24.2362 - output07_mean_squared_error: 25.7137 - output08_mean_squared_error: 15.4124 - output09_mean_squared_error: 20.2004 - output10_mean_squared_error: 19.5045 - output11_mean_squared_error: 21.0837 - output12_mean_squared_error: 18.0361 - output13_mean_squared_error: 27.8497 - output14_mean_squared_error: 20.5550 - output15_mean_squared_error: 30.6146 - output16_mean_squared_error: 20.9514 - output17_mean_squared_error: 24.0838 - output18_mean_squared_error: 14.5561 - output19_mean_squared_error: 12.4418 - output20_mean_squared_error: 15.1681 - output21_mean_squared_error: 31.3378 - output22_mean_squared_error: 23.1878 - output23_mean_squared_error: 15.7245 - output24_mean_squared_error: 22.8499 - output25_mean_squared_error: 28.5204 - output26_mean_squared_error: 14.9339 - output27_mean_squared_error: 30.1635 - output28_mean_squared_error: 24.2691 - output29_mean_squared_error: 32.4942 Epoch 804/2000 121/121 [==============================] - 0s 485us/step - loss: 669.4504 - output00_loss: 12.6245 - output01_loss: 15.5971 - output02_loss: 24.0572 - output03_loss: 34.3717 - output04_loss: 30.1375 - output05_loss: 18.9038 - output06_loss: 24.2248 - output07_loss: 25.7041 - output08_loss: 15.4079 - output09_loss: 20.1963 - output10_loss: 19.5027 - output11_loss: 21.0818 - output12_loss: 18.0308 - output13_loss: 27.8432 - output14_loss: 20.5477 - output15_loss: 30.6075 - output16_loss: 20.9503 - output17_loss: 24.0763 - output18_loss: 14.5541 - output19_loss: 12.4379 - output20_loss: 15.1593 - output21_loss: 31.3312 - output22_loss: 23.1843 - output23_loss: 15.7231 - output24_loss: 22.8451 - output25_loss: 28.5176 - output26_loss: 14.9320 - output27_loss: 30.1587 - output28_loss: 24.2604 - output29_loss: 32.4813 - output00_mean_squared_error: 12.6245 - output01_mean_squared_error: 15.5971 - output02_mean_squared_error: 24.0572 - output03_mean_squared_error: 34.3717 - output04_mean_squared_error: 30.1375 - output05_mean_squared_error: 18.9038 - output06_mean_squared_error: 24.2248 - output07_mean_squared_error: 25.7041 - output08_mean_squared_error: 15.4079 - output09_mean_squared_error: 20.1963 - output10_mean_squared_error: 19.5027 - output11_mean_squared_error: 21.0818 - output12_mean_squared_error: 18.0308 - output13_mean_squared_error: 27.8432 - output14_mean_squared_error: 20.5477 - output15_mean_squared_error: 30.6075 - output16_mean_squared_error: 20.9503 - output17_mean_squared_error: 24.0763 - output18_mean_squared_error: 14.5541 - output19_mean_squared_error: 12.4379 - output20_mean_squared_error: 15.1593 - output21_mean_squared_error: 31.3312 - output22_mean_squared_error: 23.1843 - output23_mean_squared_error: 15.7231 - output24_mean_squared_error: 22.8451 - output25_mean_squared_error: 28.5176 - output26_mean_squared_error: 14.9320 - output27_mean_squared_error: 30.1587 - output28_mean_squared_error: 24.2604 - output29_mean_squared_error: 32.4813 Epoch 805/2000 121/121 [==============================] - 0s 578us/step - loss: 669.2878 - output00_loss: 12.6233 - output01_loss: 15.5914 - output02_loss: 24.0503 - output03_loss: 34.3640 - output04_loss: 30.1278 - output05_loss: 18.9018 - output06_loss: 24.2135 - output07_loss: 25.6946 - output08_loss: 15.4034 - output09_loss: 20.1922 - output10_loss: 19.5009 - output11_loss: 21.0799 - output12_loss: 18.0256 - output13_loss: 27.8368 - output14_loss: 20.5406 - output15_loss: 30.6004 - output16_loss: 20.9493 - output17_loss: 24.0689 - output18_loss: 14.5521 - output19_loss: 12.4340 - output20_loss: 15.1505 - output21_loss: 31.3247 - output22_loss: 23.1808 - output23_loss: 15.7217 - output24_loss: 22.8403 - output25_loss: 28.5147 - output26_loss: 14.9301 - output27_loss: 30.1539 - output28_loss: 24.2517 - output29_loss: 32.4685 - output00_mean_squared_error: 12.6233 - output01_mean_squared_error: 15.5914 - output02_mean_squared_error: 24.0503 - output03_mean_squared_error: 34.3640 - output04_mean_squared_error: 30.1278 - output05_mean_squared_error: 18.9018 - output06_mean_squared_error: 24.2135 - output07_mean_squared_error: 25.6946 - output08_mean_squared_error: 15.4034 - output09_mean_squared_error: 20.1922 - output10_mean_squared_error: 19.5009 - output11_mean_squared_error: 21.0799 - output12_mean_squared_error: 18.0256 - output13_mean_squared_error: 27.8368 - output14_mean_squared_error: 20.5406 - output15_mean_squared_error: 30.6004 - output16_mean_squared_error: 20.9493 - output17_mean_squared_error: 24.0689 - output18_mean_squared_error: 14.5521 - output19_mean_squared_error: 12.4340 - output20_mean_squared_error: 15.1505 - output21_mean_squared_error: 31.3247 - output22_mean_squared_error: 23.1808 - output23_mean_squared_error: 15.7217 - output24_mean_squared_error: 22.8403 - output25_mean_squared_error: 28.5147 - output26_mean_squared_error: 14.9301 - output27_mean_squared_error: 30.1539 - output28_mean_squared_error: 24.2517 - output29_mean_squared_error: 32.4685 Epoch 806/2000 121/121 [==============================] - 0s 1ms/step - loss: 669.1256 - output00_loss: 12.6221 - output01_loss: 15.5858 - output02_loss: 24.0435 - output03_loss: 34.3564 - output04_loss: 30.1181 - output05_loss: 18.8999 - output06_loss: 24.2023 - output07_loss: 25.6850 - output08_loss: 15.3990 - output09_loss: 20.1881 - output10_loss: 19.4991 - output11_loss: 21.0781 - output12_loss: 18.0204 - output13_loss: 27.8305 - output14_loss: 20.5334 - output15_loss: 30.5933 - output16_loss: 20.9483 - output17_loss: 24.0614 - output18_loss: 14.5501 - output19_loss: 12.4301 - output20_loss: 15.1417 - output21_loss: 31.3182 - output22_loss: 23.1773 - output23_loss: 15.7203 - output24_loss: 22.8355 - output25_loss: 28.5119 - output26_loss: 14.9282 - output27_loss: 30.1491 - output28_loss: 24.2430 - output29_loss: 32.4557 - output00_mean_squared_error: 12.6221 - output01_mean_squared_error: 15.5858 - output02_mean_squared_error: 24.0435 - output03_mean_squared_error: 34.3564 - output04_mean_squared_error: 30.1181 - output05_mean_squared_error: 18.8999 - output06_mean_squared_error: 24.2023 - output07_mean_squared_error: 25.6850 - output08_mean_squared_error: 15.3990 - output09_mean_squared_error: 20.1881 - output10_mean_squared_error: 19.4991 - output11_mean_squared_error: 21.0781 - output12_mean_squared_error: 18.0204 - output13_mean_squared_error: 27.8305 - output14_mean_squared_error: 20.5334 - output15_mean_squared_error: 30.5933 - output16_mean_squared_error: 20.9483 - output17_mean_squared_error: 24.0614 - output18_mean_squared_error: 14.5501 - output19_mean_squared_error: 12.4301 - output20_mean_squared_error: 15.1417 - output21_mean_squared_error: 31.3182 - output22_mean_squared_error: 23.1773 - output23_mean_squared_error: 15.7203 - output24_mean_squared_error: 22.8355 - output25_mean_squared_error: 28.5119 - output26_mean_squared_error: 14.9282 - output27_mean_squared_error: 30.1491 - output28_mean_squared_error: 24.2430 - output29_mean_squared_error: 32.4557 Epoch 807/2000 121/121 [==============================] - 0s 1ms/step - loss: 668.9639 - output00_loss: 12.6209 - output01_loss: 15.5802 - output02_loss: 24.0366 - output03_loss: 34.3487 - output04_loss: 30.1085 - output05_loss: 18.8980 - output06_loss: 24.1910 - output07_loss: 25.6755 - output08_loss: 15.3945 - output09_loss: 20.1840 - output10_loss: 19.4974 - output11_loss: 21.0763 - output12_loss: 18.0152 - output13_loss: 27.8241 - output14_loss: 20.5262 - output15_loss: 30.5862 - output16_loss: 20.9472 - output17_loss: 24.0540 - output18_loss: 14.5481 - output19_loss: 12.4262 - output20_loss: 15.1329 - output21_loss: 31.3117 - output22_loss: 23.1738 - output23_loss: 15.7189 - output24_loss: 22.8308 - output25_loss: 28.5091 - output26_loss: 14.9263 - output27_loss: 30.1443 - output28_loss: 24.2343 - output29_loss: 32.4430 - output00_mean_squared_error: 12.6209 - output01_mean_squared_error: 15.5802 - output02_mean_squared_error: 24.0366 - output03_mean_squared_error: 34.3487 - output04_mean_squared_error: 30.1085 - output05_mean_squared_error: 18.8980 - output06_mean_squared_error: 24.1910 - output07_mean_squared_error: 25.6755 - output08_mean_squared_error: 15.3945 - output09_mean_squared_error: 20.1840 - output10_mean_squared_error: 19.4974 - output11_mean_squared_error: 21.0763 - output12_mean_squared_error: 18.0152 - output13_mean_squared_error: 27.8241 - output14_mean_squared_error: 20.5262 - output15_mean_squared_error: 30.5862 - output16_mean_squared_error: 20.9472 - output17_mean_squared_error: 24.0540 - output18_mean_squared_error: 14.5481 - output19_mean_squared_error: 12.4262 - output20_mean_squared_error: 15.1329 - output21_mean_squared_error: 31.3117 - output22_mean_squared_error: 23.1738 - output23_mean_squared_error: 15.7189 - output24_mean_squared_error: 22.8308 - output25_mean_squared_error: 28.5091 - output26_mean_squared_error: 14.9263 - output27_mean_squared_error: 30.1443 - output28_mean_squared_error: 24.2343 - output29_mean_squared_error: 32.4430 Epoch 808/2000 121/121 [==============================] - 0s 942us/step - loss: 668.8025 - output00_loss: 12.6196 - output01_loss: 15.5746 - output02_loss: 24.0298 - output03_loss: 34.3411 - output04_loss: 30.0988 - output05_loss: 18.8960 - output06_loss: 24.1798 - output07_loss: 25.6660 - output08_loss: 15.3901 - output09_loss: 20.1800 - output10_loss: 19.4956 - output11_loss: 21.0745 - output12_loss: 18.0100 - output13_loss: 27.8177 - output14_loss: 20.5191 - output15_loss: 30.5792 - output16_loss: 20.9462 - output17_loss: 24.0466 - output18_loss: 14.5461 - output19_loss: 12.4223 - output20_loss: 15.1241 - output21_loss: 31.3053 - output22_loss: 23.1704 - output23_loss: 15.7175 - output24_loss: 22.8260 - output25_loss: 28.5063 - output26_loss: 14.9245 - output27_loss: 30.1395 - output28_loss: 24.2256 - output29_loss: 32.4302 - output00_mean_squared_error: 12.6196 - output01_mean_squared_error: 15.5746 - output02_mean_squared_error: 24.0298 - output03_mean_squared_error: 34.3411 - output04_mean_squared_error: 30.0988 - output05_mean_squared_error: 18.8960 - output06_mean_squared_error: 24.1798 - output07_mean_squared_error: 25.6660 - output08_mean_squared_error: 15.3901 - output09_mean_squared_error: 20.1800 - output10_mean_squared_error: 19.4956 - output11_mean_squared_error: 21.0745 - output12_mean_squared_error: 18.0100 - output13_mean_squared_error: 27.8177 - output14_mean_squared_error: 20.5191 - output15_mean_squared_error: 30.5792 - output16_mean_squared_error: 20.9462 - output17_mean_squared_error: 24.0466 - output18_mean_squared_error: 14.5461 - output19_mean_squared_error: 12.4223 - output20_mean_squared_error: 15.1241 - output21_mean_squared_error: 31.3053 - output22_mean_squared_error: 23.1704 - output23_mean_squared_error: 15.7175 - output24_mean_squared_error: 22.8260 - output25_mean_squared_error: 28.5063 - output26_mean_squared_error: 14.9245 - output27_mean_squared_error: 30.1395 - output28_mean_squared_error: 24.2256 - output29_mean_squared_error: 32.4302 Epoch 809/2000 121/121 [==============================] - 0s 791us/step - loss: 668.6415 - output00_loss: 12.6185 - output01_loss: 15.5690 - output02_loss: 24.0230 - output03_loss: 34.3335 - output04_loss: 30.0891 - output05_loss: 18.8941 - output06_loss: 24.1686 - output07_loss: 25.6565 - output08_loss: 15.3857 - output09_loss: 20.1759 - output10_loss: 19.4938 - output11_loss: 21.0727 - output12_loss: 18.0048 - output13_loss: 27.8113 - output14_loss: 20.5120 - output15_loss: 30.5721 - output16_loss: 20.9452 - output17_loss: 24.0393 - output18_loss: 14.5442 - output19_loss: 12.4185 - output20_loss: 15.1154 - output21_loss: 31.2989 - output22_loss: 23.1669 - output23_loss: 15.7161 - output24_loss: 22.8213 - output25_loss: 28.5035 - output26_loss: 14.9226 - output27_loss: 30.1347 - output28_loss: 24.2169 - output29_loss: 32.4175 - output00_mean_squared_error: 12.6185 - output01_mean_squared_error: 15.5690 - output02_mean_squared_error: 24.0230 - output03_mean_squared_error: 34.3335 - output04_mean_squared_error: 30.0891 - output05_mean_squared_error: 18.8941 - output06_mean_squared_error: 24.1686 - output07_mean_squared_error: 25.6565 - output08_mean_squared_error: 15.3857 - output09_mean_squared_error: 20.1759 - output10_mean_squared_error: 19.4938 - output11_mean_squared_error: 21.0727 - output12_mean_squared_error: 18.0048 - output13_mean_squared_error: 27.8113 - output14_mean_squared_error: 20.5120 - output15_mean_squared_error: 30.5721 - output16_mean_squared_error: 20.9452 - output17_mean_squared_error: 24.0393 - output18_mean_squared_error: 14.5442 - output19_mean_squared_error: 12.4185 - output20_mean_squared_error: 15.1154 - output21_mean_squared_error: 31.2989 - output22_mean_squared_error: 23.1669 - output23_mean_squared_error: 15.7161 - output24_mean_squared_error: 22.8213 - output25_mean_squared_error: 28.5035 - output26_mean_squared_error: 14.9226 - output27_mean_squared_error: 30.1347 - output28_mean_squared_error: 24.2169 - output29_mean_squared_error: 32.4175 Epoch 810/2000 121/121 [==============================] - 0s 1ms/step - loss: 668.4808 - output00_loss: 12.6173 - output01_loss: 15.5634 - output02_loss: 24.0162 - output03_loss: 34.3259 - output04_loss: 30.0795 - output05_loss: 18.8922 - output06_loss: 24.1574 - output07_loss: 25.6470 - output08_loss: 15.3812 - output09_loss: 20.1719 - output10_loss: 19.4921 - output11_loss: 21.0709 - output12_loss: 17.9997 - output13_loss: 27.8050 - output14_loss: 20.5048 - output15_loss: 30.5651 - output16_loss: 20.9442 - output17_loss: 24.0319 - output18_loss: 14.5422 - output19_loss: 12.4146 - output20_loss: 15.1067 - output21_loss: 31.2925 - output22_loss: 23.1635 - output23_loss: 15.7148 - output24_loss: 22.8166 - output25_loss: 28.5007 - output26_loss: 14.9207 - output27_loss: 30.1300 - output28_loss: 24.2083 - output29_loss: 32.4048 - output00_mean_squared_error: 12.6173 - output01_mean_squared_error: 15.5634 - output02_mean_squared_error: 24.0162 - output03_mean_squared_error: 34.3259 - output04_mean_squared_error: 30.0795 - output05_mean_squared_error: 18.8922 - output06_mean_squared_error: 24.1574 - output07_mean_squared_error: 25.6470 - output08_mean_squared_error: 15.3812 - output09_mean_squared_error: 20.1719 - output10_mean_squared_error: 19.4921 - output11_mean_squared_error: 21.0709 - output12_mean_squared_error: 17.9997 - output13_mean_squared_error: 27.8050 - output14_mean_squared_error: 20.5048 - output15_mean_squared_error: 30.5651 - output16_mean_squared_error: 20.9442 - output17_mean_squared_error: 24.0319 - output18_mean_squared_error: 14.5422 - output19_mean_squared_error: 12.4146 - output20_mean_squared_error: 15.1067 - output21_mean_squared_error: 31.2925 - output22_mean_squared_error: 23.1635 - output23_mean_squared_error: 15.7148 - output24_mean_squared_error: 22.8166 - output25_mean_squared_error: 28.5007 - output26_mean_squared_error: 14.9207 - output27_mean_squared_error: 30.1300 - output28_mean_squared_error: 24.2083 - output29_mean_squared_error: 32.4048 Epoch 811/2000 121/121 [==============================] - 0s 840us/step - loss: 668.3207 - output00_loss: 12.6161 - output01_loss: 15.5579 - output02_loss: 24.0094 - output03_loss: 34.3183 - output04_loss: 30.0699 - output05_loss: 18.8903 - output06_loss: 24.1462 - output07_loss: 25.6375 - output08_loss: 15.3768 - output09_loss: 20.1679 - output10_loss: 19.4904 - output11_loss: 21.0691 - output12_loss: 17.9945 - output13_loss: 27.7987 - output14_loss: 20.4977 - output15_loss: 30.5581 - output16_loss: 20.9432 - output17_loss: 24.0246 - output18_loss: 14.5403 - output19_loss: 12.4107 - output20_loss: 15.0980 - output21_loss: 31.2861 - output22_loss: 23.1601 - output23_loss: 15.7134 - output24_loss: 22.8119 - output25_loss: 28.4979 - output26_loss: 14.9189 - output27_loss: 30.1252 - output28_loss: 24.1996 - output29_loss: 32.3921 - output00_mean_squared_error: 12.6161 - output01_mean_squared_error: 15.5579 - output02_mean_squared_error: 24.0094 - output03_mean_squared_error: 34.3183 - output04_mean_squared_error: 30.0699 - output05_mean_squared_error: 18.8903 - output06_mean_squared_error: 24.1462 - output07_mean_squared_error: 25.6375 - output08_mean_squared_error: 15.3768 - output09_mean_squared_error: 20.1679 - output10_mean_squared_error: 19.4904 - output11_mean_squared_error: 21.0691 - output12_mean_squared_error: 17.9945 - output13_mean_squared_error: 27.7987 - output14_mean_squared_error: 20.4977 - output15_mean_squared_error: 30.5581 - output16_mean_squared_error: 20.9432 - output17_mean_squared_error: 24.0246 - output18_mean_squared_error: 14.5403 - output19_mean_squared_error: 12.4107 - output20_mean_squared_error: 15.0980 - output21_mean_squared_error: 31.2861 - output22_mean_squared_error: 23.1601 - output23_mean_squared_error: 15.7134 - output24_mean_squared_error: 22.8119 - output25_mean_squared_error: 28.4979 - output26_mean_squared_error: 14.9189 - output27_mean_squared_error: 30.1252 - output28_mean_squared_error: 24.1996 - output29_mean_squared_error: 32.3921 Epoch 812/2000 121/121 [==============================] - 0s 898us/step - loss: 668.1611 - output00_loss: 12.6149 - output01_loss: 15.5523 - output02_loss: 24.0027 - output03_loss: 34.3108 - output04_loss: 30.0603 - output05_loss: 18.8885 - output06_loss: 24.1351 - output07_loss: 25.6281 - output08_loss: 15.3725 - output09_loss: 20.1639 - output10_loss: 19.4886 - output11_loss: 21.0673 - output12_loss: 17.9894 - output13_loss: 27.7923 - output14_loss: 20.4906 - output15_loss: 30.5511 - output16_loss: 20.9422 - output17_loss: 24.0173 - output18_loss: 14.5383 - output19_loss: 12.4069 - output20_loss: 15.0893 - output21_loss: 31.2797 - output22_loss: 23.1567 - output23_loss: 15.7120 - output24_loss: 22.8072 - output25_loss: 28.4951 - output26_loss: 14.9171 - output27_loss: 30.1205 - output28_loss: 24.1910 - output29_loss: 32.3794 - output00_mean_squared_error: 12.6149 - output01_mean_squared_error: 15.5523 - output02_mean_squared_error: 24.0027 - output03_mean_squared_error: 34.3108 - output04_mean_squared_error: 30.0603 - output05_mean_squared_error: 18.8885 - output06_mean_squared_error: 24.1351 - output07_mean_squared_error: 25.6281 - output08_mean_squared_error: 15.3725 - output09_mean_squared_error: 20.1639 - output10_mean_squared_error: 19.4886 - output11_mean_squared_error: 21.0673 - output12_mean_squared_error: 17.9894 - output13_mean_squared_error: 27.7923 - output14_mean_squared_error: 20.4906 - output15_mean_squared_error: 30.5511 - output16_mean_squared_error: 20.9422 - output17_mean_squared_error: 24.0173 - output18_mean_squared_error: 14.5383 - output19_mean_squared_error: 12.4069 - output20_mean_squared_error: 15.0893 - output21_mean_squared_error: 31.2797 - output22_mean_squared_error: 23.1567 - output23_mean_squared_error: 15.7120 - output24_mean_squared_error: 22.8072 - output25_mean_squared_error: 28.4951 - output26_mean_squared_error: 14.9171 - output27_mean_squared_error: 30.1205 - output28_mean_squared_error: 24.1910 - output29_mean_squared_error: 32.3794 Epoch 813/2000 121/121 [==============================] - 0s 1ms/step - loss: 668.0017 - output00_loss: 12.6137 - output01_loss: 15.5468 - output02_loss: 23.9959 - output03_loss: 34.3033 - output04_loss: 30.0507 - output05_loss: 18.8866 - output06_loss: 24.1240 - output07_loss: 25.6187 - output08_loss: 15.3681 - output09_loss: 20.1599 - output10_loss: 19.4869 - output11_loss: 21.0655 - output12_loss: 17.9843 - output13_loss: 27.7860 - output14_loss: 20.4836 - output15_loss: 30.5441 - output16_loss: 20.9412 - output17_loss: 24.0100 - output18_loss: 14.5364 - output19_loss: 12.4030 - output20_loss: 15.0806 - output21_loss: 31.2734 - output22_loss: 23.1533 - output23_loss: 15.7107 - output24_loss: 22.8025 - output25_loss: 28.4924 - output26_loss: 14.9152 - output27_loss: 30.1158 - output28_loss: 24.1824 - output29_loss: 32.3668 - output00_mean_squared_error: 12.6137 - output01_mean_squared_error: 15.5468 - output02_mean_squared_error: 23.9959 - output03_mean_squared_error: 34.3033 - output04_mean_squared_error: 30.0507 - output05_mean_squared_error: 18.8866 - output06_mean_squared_error: 24.1240 - output07_mean_squared_error: 25.6187 - output08_mean_squared_error: 15.3681 - output09_mean_squared_error: 20.1599 - output10_mean_squared_error: 19.4869 - output11_mean_squared_error: 21.0655 - output12_mean_squared_error: 17.9843 - output13_mean_squared_error: 27.7860 - output14_mean_squared_error: 20.4836 - output15_mean_squared_error: 30.5441 - output16_mean_squared_error: 20.9412 - output17_mean_squared_error: 24.0100 - output18_mean_squared_error: 14.5364 - output19_mean_squared_error: 12.4030 - output20_mean_squared_error: 15.0806 - output21_mean_squared_error: 31.2734 - output22_mean_squared_error: 23.1533 - output23_mean_squared_error: 15.7107 - output24_mean_squared_error: 22.8025 - output25_mean_squared_error: 28.4924 - output26_mean_squared_error: 14.9152 - output27_mean_squared_error: 30.1158 - output28_mean_squared_error: 24.1824 - output29_mean_squared_error: 32.3668 Epoch 814/2000 121/121 [==============================] - 0s 444us/step - loss: 667.8428 - output00_loss: 12.6126 - output01_loss: 15.5412 - output02_loss: 23.9892 - output03_loss: 34.2958 - output04_loss: 30.0411 - output05_loss: 18.8847 - output06_loss: 24.1129 - output07_loss: 25.6093 - output08_loss: 15.3637 - output09_loss: 20.1560 - output10_loss: 19.4852 - output11_loss: 21.0638 - output12_loss: 17.9792 - output13_loss: 27.7797 - output14_loss: 20.4765 - output15_loss: 30.5371 - output16_loss: 20.9402 - output17_loss: 24.0028 - output18_loss: 14.5345 - output19_loss: 12.3991 - output20_loss: 15.0720 - output21_loss: 31.2671 - output22_loss: 23.1499 - output23_loss: 15.7093 - output24_loss: 22.7979 - output25_loss: 28.4896 - output26_loss: 14.9134 - output27_loss: 30.1111 - output28_loss: 24.1738 - output29_loss: 32.3541 - output00_mean_squared_error: 12.6126 - output01_mean_squared_error: 15.5412 - output02_mean_squared_error: 23.9892 - output03_mean_squared_error: 34.2958 - output04_mean_squared_error: 30.0411 - output05_mean_squared_error: 18.8847 - output06_mean_squared_error: 24.1129 - output07_mean_squared_error: 25.6093 - output08_mean_squared_error: 15.3637 - output09_mean_squared_error: 20.1560 - output10_mean_squared_error: 19.4852 - output11_mean_squared_error: 21.0638 - output12_mean_squared_error: 17.9792 - output13_mean_squared_error: 27.7797 - output14_mean_squared_error: 20.4765 - output15_mean_squared_error: 30.5371 - output16_mean_squared_error: 20.9402 - output17_mean_squared_error: 24.0028 - output18_mean_squared_error: 14.5345 - output19_mean_squared_error: 12.3991 - output20_mean_squared_error: 15.0720 - output21_mean_squared_error: 31.2671 - output22_mean_squared_error: 23.1499 - output23_mean_squared_error: 15.7093 - output24_mean_squared_error: 22.7979 - output25_mean_squared_error: 28.4896 - output26_mean_squared_error: 14.9134 - output27_mean_squared_error: 30.1111 - output28_mean_squared_error: 24.1738 - output29_mean_squared_error: 32.3541 Epoch 815/2000 121/121 [==============================] - 0s 1ms/step - loss: 667.6844 - output00_loss: 12.6114 - output01_loss: 15.5357 - output02_loss: 23.9825 - output03_loss: 34.2883 - output04_loss: 30.0315 - output05_loss: 18.8829 - output06_loss: 24.1018 - output07_loss: 25.5999 - output08_loss: 15.3594 - output09_loss: 20.1520 - output10_loss: 19.4835 - output11_loss: 21.0620 - output12_loss: 17.9741 - output13_loss: 27.7734 - output14_loss: 20.4695 - output15_loss: 30.5301 - output16_loss: 20.9392 - output17_loss: 23.9956 - output18_loss: 14.5326 - output19_loss: 12.3953 - output20_loss: 15.0634 - output21_loss: 31.2608 - output22_loss: 23.1465 - output23_loss: 15.7080 - output24_loss: 22.7933 - output25_loss: 28.4869 - output26_loss: 14.9116 - output27_loss: 30.1064 - output28_loss: 24.1653 - output29_loss: 32.3415 - output00_mean_squared_error: 12.6114 - output01_mean_squared_error: 15.5357 - output02_mean_squared_error: 23.9825 - output03_mean_squared_error: 34.2883 - output04_mean_squared_error: 30.0315 - output05_mean_squared_error: 18.8829 - output06_mean_squared_error: 24.1018 - output07_mean_squared_error: 25.5999 - output08_mean_squared_error: 15.3594 - output09_mean_squared_error: 20.1520 - output10_mean_squared_error: 19.4835 - output11_mean_squared_error: 21.0620 - output12_mean_squared_error: 17.9741 - output13_mean_squared_error: 27.7734 - output14_mean_squared_error: 20.4695 - output15_mean_squared_error: 30.5301 - output16_mean_squared_error: 20.9392 - output17_mean_squared_error: 23.9956 - output18_mean_squared_error: 14.5326 - output19_mean_squared_error: 12.3953 - output20_mean_squared_error: 15.0634 - output21_mean_squared_error: 31.2608 - output22_mean_squared_error: 23.1465 - output23_mean_squared_error: 15.7080 - output24_mean_squared_error: 22.7933 - output25_mean_squared_error: 28.4869 - output26_mean_squared_error: 14.9116 - output27_mean_squared_error: 30.1064 - output28_mean_squared_error: 24.1653 - output29_mean_squared_error: 32.3415 Epoch 816/2000 121/121 [==============================] - 0s 993us/step - loss: 667.5263 - output00_loss: 12.6102 - output01_loss: 15.5302 - output02_loss: 23.9758 - output03_loss: 34.2809 - output04_loss: 30.0220 - output05_loss: 18.8810 - output06_loss: 24.0907 - output07_loss: 25.5906 - output08_loss: 15.3551 - output09_loss: 20.1481 - output10_loss: 19.4818 - output11_loss: 21.0603 - output12_loss: 17.9691 - output13_loss: 27.7671 - output14_loss: 20.4624 - output15_loss: 30.5232 - output16_loss: 20.9382 - output17_loss: 23.9884 - output18_loss: 14.5307 - output19_loss: 12.3915 - output20_loss: 15.0548 - output21_loss: 31.2545 - output22_loss: 23.1431 - output23_loss: 15.7066 - output24_loss: 22.7886 - output25_loss: 28.4842 - output26_loss: 14.9098 - output27_loss: 30.1017 - output28_loss: 24.1567 - output29_loss: 32.3289 - output00_mean_squared_error: 12.6102 - output01_mean_squared_error: 15.5302 - output02_mean_squared_error: 23.9758 - output03_mean_squared_error: 34.2809 - output04_mean_squared_error: 30.0220 - output05_mean_squared_error: 18.8810 - output06_mean_squared_error: 24.0907 - output07_mean_squared_error: 25.5906 - output08_mean_squared_error: 15.3551 - output09_mean_squared_error: 20.1481 - output10_mean_squared_error: 19.4818 - output11_mean_squared_error: 21.0603 - output12_mean_squared_error: 17.9691 - output13_mean_squared_error: 27.7671 - output14_mean_squared_error: 20.4624 - output15_mean_squared_error: 30.5232 - output16_mean_squared_error: 20.9382 - output17_mean_squared_error: 23.9884 - output18_mean_squared_error: 14.5307 - output19_mean_squared_error: 12.3915 - output20_mean_squared_error: 15.0548 - output21_mean_squared_error: 31.2545 - output22_mean_squared_error: 23.1431 - output23_mean_squared_error: 15.7066 - output24_mean_squared_error: 22.7886 - output25_mean_squared_error: 28.4842 - output26_mean_squared_error: 14.9098 - output27_mean_squared_error: 30.1017 - output28_mean_squared_error: 24.1567 - output29_mean_squared_error: 32.3289 Epoch 817/2000 121/121 [==============================] - 0s 580us/step - loss: 667.3685 - output00_loss: 12.6091 - output01_loss: 15.5247 - output02_loss: 23.9691 - output03_loss: 34.2735 - output04_loss: 30.0124 - output05_loss: 18.8792 - output06_loss: 24.0797 - output07_loss: 25.5812 - output08_loss: 15.3508 - output09_loss: 20.1442 - output10_loss: 19.4801 - output11_loss: 21.0585 - output12_loss: 17.9640 - output13_loss: 27.7609 - output14_loss: 20.4554 - output15_loss: 30.5162 - output16_loss: 20.9372 - output17_loss: 23.9812 - output18_loss: 14.5288 - output19_loss: 12.3876 - output20_loss: 15.0462 - output21_loss: 31.2483 - output22_loss: 23.1398 - output23_loss: 15.7053 - output24_loss: 22.7840 - output25_loss: 28.4815 - output26_loss: 14.9080 - output27_loss: 30.0971 - output28_loss: 24.1481 - output29_loss: 32.3164 - output00_mean_squared_error: 12.6091 - output01_mean_squared_error: 15.5247 - output02_mean_squared_error: 23.9691 - output03_mean_squared_error: 34.2735 - output04_mean_squared_error: 30.0124 - output05_mean_squared_error: 18.8792 - output06_mean_squared_error: 24.0797 - output07_mean_squared_error: 25.5812 - output08_mean_squared_error: 15.3508 - output09_mean_squared_error: 20.1442 - output10_mean_squared_error: 19.4801 - output11_mean_squared_error: 21.0585 - output12_mean_squared_error: 17.9640 - output13_mean_squared_error: 27.7609 - output14_mean_squared_error: 20.4554 - output15_mean_squared_error: 30.5162 - output16_mean_squared_error: 20.9372 - output17_mean_squared_error: 23.9812 - output18_mean_squared_error: 14.5288 - output19_mean_squared_error: 12.3876 - output20_mean_squared_error: 15.0462 - output21_mean_squared_error: 31.2483 - output22_mean_squared_error: 23.1398 - output23_mean_squared_error: 15.7053 - output24_mean_squared_error: 22.7840 - output25_mean_squared_error: 28.4815 - output26_mean_squared_error: 14.9080 - output27_mean_squared_error: 30.0971 - output28_mean_squared_error: 24.1481 - output29_mean_squared_error: 32.3164 Epoch 818/2000 121/121 [==============================] - 0s 1ms/step - loss: 667.2113 - output00_loss: 12.6080 - output01_loss: 15.5193 - output02_loss: 23.9625 - output03_loss: 34.2661 - output04_loss: 30.0029 - output05_loss: 18.8773 - output06_loss: 24.0687 - output07_loss: 25.5719 - output08_loss: 15.3465 - output09_loss: 20.1403 - output10_loss: 19.4784 - output11_loss: 21.0568 - output12_loss: 17.9590 - output13_loss: 27.7546 - output14_loss: 20.4484 - output15_loss: 30.5093 - output16_loss: 20.9363 - output17_loss: 23.9740 - output18_loss: 14.5269 - output19_loss: 12.3838 - output20_loss: 15.0377 - output21_loss: 31.2421 - output22_loss: 23.1364 - output23_loss: 15.7040 - output24_loss: 22.7794 - output25_loss: 28.4788 - output26_loss: 14.9062 - output27_loss: 30.0924 - output28_loss: 24.1396 - output29_loss: 32.3038 - output00_mean_squared_error: 12.6080 - output01_mean_squared_error: 15.5193 - output02_mean_squared_error: 23.9625 - output03_mean_squared_error: 34.2661 - output04_mean_squared_error: 30.0029 - output05_mean_squared_error: 18.8773 - output06_mean_squared_error: 24.0687 - output07_mean_squared_error: 25.5719 - output08_mean_squared_error: 15.3465 - output09_mean_squared_error: 20.1403 - output10_mean_squared_error: 19.4784 - output11_mean_squared_error: 21.0568 - output12_mean_squared_error: 17.9590 - output13_mean_squared_error: 27.7546 - output14_mean_squared_error: 20.4484 - output15_mean_squared_error: 30.5093 - output16_mean_squared_error: 20.9363 - output17_mean_squared_error: 23.9740 - output18_mean_squared_error: 14.5269 - output19_mean_squared_error: 12.3838 - output20_mean_squared_error: 15.0377 - output21_mean_squared_error: 31.2421 - output22_mean_squared_error: 23.1364 - output23_mean_squared_error: 15.7040 - output24_mean_squared_error: 22.7794 - output25_mean_squared_error: 28.4788 - output26_mean_squared_error: 14.9062 - output27_mean_squared_error: 30.0924 - output28_mean_squared_error: 24.1396 - output29_mean_squared_error: 32.3038 Epoch 819/2000 121/121 [==============================] - 0s 1ms/step - loss: 667.0544 - output00_loss: 12.6068 - output01_loss: 15.5138 - output02_loss: 23.9558 - output03_loss: 34.2587 - output04_loss: 29.9934 - output05_loss: 18.8755 - output06_loss: 24.0577 - output07_loss: 25.5626 - output08_loss: 15.3422 - output09_loss: 20.1364 - output10_loss: 19.4767 - output11_loss: 21.0551 - output12_loss: 17.9540 - output13_loss: 27.7484 - output14_loss: 20.4414 - output15_loss: 30.5024 - output16_loss: 20.9353 - output17_loss: 23.9669 - output18_loss: 14.5250 - output19_loss: 12.3800 - output20_loss: 15.0291 - output21_loss: 31.2359 - output22_loss: 23.1331 - output23_loss: 15.7026 - output24_loss: 22.7748 - output25_loss: 28.4761 - output26_loss: 14.9044 - output27_loss: 30.0878 - output28_loss: 24.1311 - output29_loss: 32.2913 - output00_mean_squared_error: 12.6068 - output01_mean_squared_error: 15.5138 - output02_mean_squared_error: 23.9558 - output03_mean_squared_error: 34.2587 - output04_mean_squared_error: 29.9934 - output05_mean_squared_error: 18.8755 - output06_mean_squared_error: 24.0577 - output07_mean_squared_error: 25.5626 - output08_mean_squared_error: 15.3422 - output09_mean_squared_error: 20.1364 - output10_mean_squared_error: 19.4767 - output11_mean_squared_error: 21.0551 - output12_mean_squared_error: 17.9540 - output13_mean_squared_error: 27.7484 - output14_mean_squared_error: 20.4414 - output15_mean_squared_error: 30.5024 - output16_mean_squared_error: 20.9353 - output17_mean_squared_error: 23.9669 - output18_mean_squared_error: 14.5250 - output19_mean_squared_error: 12.3800 - output20_mean_squared_error: 15.0291 - output21_mean_squared_error: 31.2359 - output22_mean_squared_error: 23.1331 - output23_mean_squared_error: 15.7026 - output24_mean_squared_error: 22.7748 - output25_mean_squared_error: 28.4761 - output26_mean_squared_error: 14.9044 - output27_mean_squared_error: 30.0878 - output28_mean_squared_error: 24.1311 - output29_mean_squared_error: 32.2913 Epoch 820/2000 121/121 [==============================] - 0s 1ms/step - loss: 666.8978 - output00_loss: 12.6057 - output01_loss: 15.5084 - output02_loss: 23.9492 - output03_loss: 34.2514 - output04_loss: 29.9839 - output05_loss: 18.8737 - output06_loss: 24.0468 - output07_loss: 25.5534 - output08_loss: 15.3379 - output09_loss: 20.1326 - output10_loss: 19.4750 - output11_loss: 21.0534 - output12_loss: 17.9490 - output13_loss: 27.7421 - output14_loss: 20.4345 - output15_loss: 30.4955 - output16_loss: 20.9343 - output17_loss: 23.9598 - output18_loss: 14.5231 - output19_loss: 12.3761 - output20_loss: 15.0206 - output21_loss: 31.2297 - output22_loss: 23.1298 - output23_loss: 15.7013 - output24_loss: 22.7703 - output25_loss: 28.4734 - output26_loss: 14.9026 - output27_loss: 30.0831 - output28_loss: 24.1226 - output29_loss: 32.2788 - output00_mean_squared_error: 12.6057 - output01_mean_squared_error: 15.5084 - output02_mean_squared_error: 23.9492 - output03_mean_squared_error: 34.2514 - output04_mean_squared_error: 29.9839 - output05_mean_squared_error: 18.8737 - output06_mean_squared_error: 24.0468 - output07_mean_squared_error: 25.5534 - output08_mean_squared_error: 15.3379 - output09_mean_squared_error: 20.1326 - output10_mean_squared_error: 19.4750 - output11_mean_squared_error: 21.0534 - output12_mean_squared_error: 17.9490 - output13_mean_squared_error: 27.7421 - output14_mean_squared_error: 20.4345 - output15_mean_squared_error: 30.4955 - output16_mean_squared_error: 20.9343 - output17_mean_squared_error: 23.9598 - output18_mean_squared_error: 14.5231 - output19_mean_squared_error: 12.3761 - output20_mean_squared_error: 15.0206 - output21_mean_squared_error: 31.2297 - output22_mean_squared_error: 23.1298 - output23_mean_squared_error: 15.7013 - output24_mean_squared_error: 22.7703 - output25_mean_squared_error: 28.4734 - output26_mean_squared_error: 14.9026 - output27_mean_squared_error: 30.0831 - output28_mean_squared_error: 24.1226 - output29_mean_squared_error: 32.2788 Epoch 821/2000 121/121 [==============================] - 0s 1ms/step - loss: 666.7417 - output00_loss: 12.6046 - output01_loss: 15.5029 - output02_loss: 23.9426 - output03_loss: 34.2440 - output04_loss: 29.9744 - output05_loss: 18.8719 - output06_loss: 24.0358 - output07_loss: 25.5441 - output08_loss: 15.3337 - output09_loss: 20.1287 - output10_loss: 19.4734 - output11_loss: 21.0517 - output12_loss: 17.9441 - output13_loss: 27.7359 - output14_loss: 20.4275 - output15_loss: 30.4886 - output16_loss: 20.9334 - output17_loss: 23.9527 - output18_loss: 14.5213 - output19_loss: 12.3723 - output20_loss: 15.0121 - output21_loss: 31.2236 - output22_loss: 23.1265 - output23_loss: 15.7000 - output24_loss: 22.7657 - output25_loss: 28.4707 - output26_loss: 14.9008 - output27_loss: 30.0785 - output28_loss: 24.1141 - output29_loss: 32.2663 - output00_mean_squared_error: 12.6046 - output01_mean_squared_error: 15.5029 - output02_mean_squared_error: 23.9426 - output03_mean_squared_error: 34.2440 - output04_mean_squared_error: 29.9744 - output05_mean_squared_error: 18.8719 - output06_mean_squared_error: 24.0358 - output07_mean_squared_error: 25.5441 - output08_mean_squared_error: 15.3337 - output09_mean_squared_error: 20.1287 - output10_mean_squared_error: 19.4734 - output11_mean_squared_error: 21.0517 - output12_mean_squared_error: 17.9441 - output13_mean_squared_error: 27.7359 - output14_mean_squared_error: 20.4275 - output15_mean_squared_error: 30.4886 - output16_mean_squared_error: 20.9334 - output17_mean_squared_error: 23.9527 - output18_mean_squared_error: 14.5213 - output19_mean_squared_error: 12.3723 - output20_mean_squared_error: 15.0121 - output21_mean_squared_error: 31.2236 - output22_mean_squared_error: 23.1265 - output23_mean_squared_error: 15.7000 - output24_mean_squared_error: 22.7657 - output25_mean_squared_error: 28.4707 - output26_mean_squared_error: 14.9008 - output27_mean_squared_error: 30.0785 - output28_mean_squared_error: 24.1141 - output29_mean_squared_error: 32.2663 Epoch 822/2000 121/121 [==============================] - 0s 2ms/step - loss: 666.5861 - output00_loss: 12.6034 - output01_loss: 15.4975 - output02_loss: 23.9360 - output03_loss: 34.2367 - output04_loss: 29.9649 - output05_loss: 18.8701 - output06_loss: 24.0249 - output07_loss: 25.5349 - output08_loss: 15.3294 - output09_loss: 20.1249 - output10_loss: 19.4717 - output11_loss: 21.0500 - output12_loss: 17.9391 - output13_loss: 27.7297 - output14_loss: 20.4205 - output15_loss: 30.4818 - output16_loss: 20.9324 - output17_loss: 23.9457 - output18_loss: 14.5194 - output19_loss: 12.3685 - output20_loss: 15.0036 - output21_loss: 31.2174 - output22_loss: 23.1232 - output23_loss: 15.6987 - output24_loss: 22.7612 - output25_loss: 28.4680 - output26_loss: 14.8991 - output27_loss: 30.0739 - output28_loss: 24.1056 - output29_loss: 32.2538 - output00_mean_squared_error: 12.6034 - output01_mean_squared_error: 15.4975 - output02_mean_squared_error: 23.9360 - output03_mean_squared_error: 34.2367 - output04_mean_squared_error: 29.9649 - output05_mean_squared_error: 18.8701 - output06_mean_squared_error: 24.0249 - output07_mean_squared_error: 25.5349 - output08_mean_squared_error: 15.3294 - output09_mean_squared_error: 20.1249 - output10_mean_squared_error: 19.4717 - output11_mean_squared_error: 21.0500 - output12_mean_squared_error: 17.9391 - output13_mean_squared_error: 27.7297 - output14_mean_squared_error: 20.4205 - output15_mean_squared_error: 30.4818 - output16_mean_squared_error: 20.9324 - output17_mean_squared_error: 23.9457 - output18_mean_squared_error: 14.5194 - output19_mean_squared_error: 12.3685 - output20_mean_squared_error: 15.0036 - output21_mean_squared_error: 31.2174 - output22_mean_squared_error: 23.1232 - output23_mean_squared_error: 15.6987 - output24_mean_squared_error: 22.7612 - output25_mean_squared_error: 28.4680 - output26_mean_squared_error: 14.8991 - output27_mean_squared_error: 30.0739 - output28_mean_squared_error: 24.1056 - output29_mean_squared_error: 32.2538 Epoch 823/2000 121/121 [==============================] - 0s 925us/step - loss: 666.4309 - output00_loss: 12.6023 - output01_loss: 15.4921 - output02_loss: 23.9294 - output03_loss: 34.2295 - output04_loss: 29.9555 - output05_loss: 18.8683 - output06_loss: 24.0140 - output07_loss: 25.5256 - output08_loss: 15.3252 - output09_loss: 20.1211 - output10_loss: 19.4700 - output11_loss: 21.0483 - output12_loss: 17.9342 - output13_loss: 27.7235 - output14_loss: 20.4136 - output15_loss: 30.4749 - output16_loss: 20.9315 - output17_loss: 23.9386 - output18_loss: 14.5176 - output19_loss: 12.3647 - output20_loss: 14.9952 - output21_loss: 31.2113 - output22_loss: 23.1199 - output23_loss: 15.6974 - output24_loss: 22.7566 - output25_loss: 28.4654 - output26_loss: 14.8973 - output27_loss: 30.0693 - output28_loss: 24.0972 - output29_loss: 32.2413 - output00_mean_squared_error: 12.6023 - output01_mean_squared_error: 15.4921 - output02_mean_squared_error: 23.9294 - output03_mean_squared_error: 34.2295 - output04_mean_squared_error: 29.9555 - output05_mean_squared_error: 18.8683 - output06_mean_squared_error: 24.0140 - output07_mean_squared_error: 25.5256 - output08_mean_squared_error: 15.3252 - output09_mean_squared_error: 20.1211 - output10_mean_squared_error: 19.4700 - output11_mean_squared_error: 21.0483 - output12_mean_squared_error: 17.9342 - output13_mean_squared_error: 27.7235 - output14_mean_squared_error: 20.4136 - output15_mean_squared_error: 30.4749 - output16_mean_squared_error: 20.9315 - output17_mean_squared_error: 23.9386 - output18_mean_squared_error: 14.5176 - output19_mean_squared_error: 12.3647 - output20_mean_squared_error: 14.9952 - output21_mean_squared_error: 31.2113 - output22_mean_squared_error: 23.1199 - output23_mean_squared_error: 15.6974 - output24_mean_squared_error: 22.7566 - output25_mean_squared_error: 28.4654 - output26_mean_squared_error: 14.8973 - output27_mean_squared_error: 30.0693 - output28_mean_squared_error: 24.0972 - output29_mean_squared_error: 32.2413 Epoch 824/2000 121/121 [==============================] - 0s 1ms/step - loss: 666.2760 - output00_loss: 12.6012 - output01_loss: 15.4867 - output02_loss: 23.9228 - output03_loss: 34.2222 - output04_loss: 29.9460 - output05_loss: 18.8665 - output06_loss: 24.0031 - output07_loss: 25.5164 - output08_loss: 15.3210 - output09_loss: 20.1173 - output10_loss: 19.4684 - output11_loss: 21.0467 - output12_loss: 17.9293 - output13_loss: 27.7173 - output14_loss: 20.4067 - output15_loss: 30.4681 - output16_loss: 20.9305 - output17_loss: 23.9316 - output18_loss: 14.5158 - output19_loss: 12.3609 - output20_loss: 14.9868 - output21_loss: 31.2053 - output22_loss: 23.1167 - output23_loss: 15.6961 - output24_loss: 22.7521 - output25_loss: 28.4627 - output26_loss: 14.8956 - output27_loss: 30.0647 - output28_loss: 24.0887 - output29_loss: 32.2289 - output00_mean_squared_error: 12.6012 - output01_mean_squared_error: 15.4867 - output02_mean_squared_error: 23.9228 - output03_mean_squared_error: 34.2222 - output04_mean_squared_error: 29.9460 - output05_mean_squared_error: 18.8665 - output06_mean_squared_error: 24.0031 - output07_mean_squared_error: 25.5164 - output08_mean_squared_error: 15.3210 - output09_mean_squared_error: 20.1173 - output10_mean_squared_error: 19.4684 - output11_mean_squared_error: 21.0467 - output12_mean_squared_error: 17.9293 - output13_mean_squared_error: 27.7173 - output14_mean_squared_error: 20.4067 - output15_mean_squared_error: 30.4681 - output16_mean_squared_error: 20.9305 - output17_mean_squared_error: 23.9316 - output18_mean_squared_error: 14.5158 - output19_mean_squared_error: 12.3609 - output20_mean_squared_error: 14.9868 - output21_mean_squared_error: 31.2053 - output22_mean_squared_error: 23.1167 - output23_mean_squared_error: 15.6961 - output24_mean_squared_error: 22.7521 - output25_mean_squared_error: 28.4627 - output26_mean_squared_error: 14.8956 - output27_mean_squared_error: 30.0647 - output28_mean_squared_error: 24.0887 - output29_mean_squared_error: 32.2289 Epoch 825/2000 121/121 [==============================] - 0s 799us/step - loss: 666.1215 - output00_loss: 12.6001 - output01_loss: 15.4813 - output02_loss: 23.9163 - output03_loss: 34.2150 - output04_loss: 29.9366 - output05_loss: 18.8647 - output06_loss: 23.9922 - output07_loss: 25.5073 - output08_loss: 15.3168 - output09_loss: 20.1135 - output10_loss: 19.4667 - output11_loss: 21.0450 - output12_loss: 17.9243 - output13_loss: 27.7111 - output14_loss: 20.3998 - output15_loss: 30.4612 - output16_loss: 20.9296 - output17_loss: 23.9246 - output18_loss: 14.5139 - output19_loss: 12.3571 - output20_loss: 14.9783 - output21_loss: 31.1992 - output22_loss: 23.1134 - output23_loss: 15.6948 - output24_loss: 22.7476 - output25_loss: 28.4601 - output26_loss: 14.8939 - output27_loss: 30.0602 - output28_loss: 24.0803 - output29_loss: 32.2165 - output00_mean_squared_error: 12.6001 - output01_mean_squared_error: 15.4813 - output02_mean_squared_error: 23.9163 - output03_mean_squared_error: 34.2150 - output04_mean_squared_error: 29.9366 - output05_mean_squared_error: 18.8647 - output06_mean_squared_error: 23.9922 - output07_mean_squared_error: 25.5073 - output08_mean_squared_error: 15.3168 - output09_mean_squared_error: 20.1135 - output10_mean_squared_error: 19.4667 - output11_mean_squared_error: 21.0450 - output12_mean_squared_error: 17.9243 - output13_mean_squared_error: 27.7111 - output14_mean_squared_error: 20.3998 - output15_mean_squared_error: 30.4612 - output16_mean_squared_error: 20.9296 - output17_mean_squared_error: 23.9246 - output18_mean_squared_error: 14.5139 - output19_mean_squared_error: 12.3571 - output20_mean_squared_error: 14.9783 - output21_mean_squared_error: 31.1992 - output22_mean_squared_error: 23.1134 - output23_mean_squared_error: 15.6948 - output24_mean_squared_error: 22.7476 - output25_mean_squared_error: 28.4601 - output26_mean_squared_error: 14.8939 - output27_mean_squared_error: 30.0602 - output28_mean_squared_error: 24.0803 - output29_mean_squared_error: 32.2165 Epoch 826/2000 121/121 [==============================] - 0s 531us/step - loss: 665.9673 - output00_loss: 12.5990 - output01_loss: 15.4759 - output02_loss: 23.9097 - output03_loss: 34.2078 - output04_loss: 29.9272 - output05_loss: 18.8629 - output06_loss: 23.9814 - output07_loss: 25.4981 - output08_loss: 15.3126 - output09_loss: 20.1097 - output10_loss: 19.4651 - output11_loss: 21.0434 - output12_loss: 17.9195 - output13_loss: 27.7049 - output14_loss: 20.3929 - output15_loss: 30.4544 - output16_loss: 20.9287 - output17_loss: 23.9177 - output18_loss: 14.5121 - output19_loss: 12.3533 - output20_loss: 14.9700 - output21_loss: 31.1932 - output22_loss: 23.1102 - output23_loss: 15.6935 - output24_loss: 22.7431 - output25_loss: 28.4575 - output26_loss: 14.8921 - output27_loss: 30.0556 - output28_loss: 24.0719 - output29_loss: 32.2041 - output00_mean_squared_error: 12.5990 - output01_mean_squared_error: 15.4759 - output02_mean_squared_error: 23.9097 - output03_mean_squared_error: 34.2078 - output04_mean_squared_error: 29.9272 - output05_mean_squared_error: 18.8629 - output06_mean_squared_error: 23.9814 - output07_mean_squared_error: 25.4981 - output08_mean_squared_error: 15.3126 - output09_mean_squared_error: 20.1097 - output10_mean_squared_error: 19.4651 - output11_mean_squared_error: 21.0434 - output12_mean_squared_error: 17.9195 - output13_mean_squared_error: 27.7049 - output14_mean_squared_error: 20.3929 - output15_mean_squared_error: 30.4544 - output16_mean_squared_error: 20.9287 - output17_mean_squared_error: 23.9177 - output18_mean_squared_error: 14.5121 - output19_mean_squared_error: 12.3533 - output20_mean_squared_error: 14.9700 - output21_mean_squared_error: 31.1932 - output22_mean_squared_error: 23.1102 - output23_mean_squared_error: 15.6935 - output24_mean_squared_error: 22.7431 - output25_mean_squared_error: 28.4575 - output26_mean_squared_error: 14.8921 - output27_mean_squared_error: 30.0556 - output28_mean_squared_error: 24.0719 - output29_mean_squared_error: 32.2041 Epoch 827/2000 121/121 [==============================] - 0s 1ms/step - loss: 665.8136 - output00_loss: 12.5979 - output01_loss: 15.4705 - output02_loss: 23.9032 - output03_loss: 34.2006 - output04_loss: 29.9178 - output05_loss: 18.8612 - output06_loss: 23.9706 - output07_loss: 25.4889 - output08_loss: 15.3084 - output09_loss: 20.1060 - output10_loss: 19.4635 - output11_loss: 21.0417 - output12_loss: 17.9146 - output13_loss: 27.6987 - output14_loss: 20.3860 - output15_loss: 30.4476 - output16_loss: 20.9277 - output17_loss: 23.9107 - output18_loss: 14.5103 - output19_loss: 12.3495 - output20_loss: 14.9616 - output21_loss: 31.1872 - output22_loss: 23.1069 - output23_loss: 15.6922 - output24_loss: 22.7387 - output25_loss: 28.4549 - output26_loss: 14.8904 - output27_loss: 30.0511 - output28_loss: 24.0635 - output29_loss: 32.1917 - output00_mean_squared_error: 12.5979 - output01_mean_squared_error: 15.4705 - output02_mean_squared_error: 23.9032 - output03_mean_squared_error: 34.2006 - output04_mean_squared_error: 29.9178 - output05_mean_squared_error: 18.8612 - output06_mean_squared_error: 23.9706 - output07_mean_squared_error: 25.4889 - output08_mean_squared_error: 15.3084 - output09_mean_squared_error: 20.1060 - output10_mean_squared_error: 19.4635 - output11_mean_squared_error: 21.0417 - output12_mean_squared_error: 17.9146 - output13_mean_squared_error: 27.6987 - output14_mean_squared_error: 20.3860 - output15_mean_squared_error: 30.4476 - output16_mean_squared_error: 20.9277 - output17_mean_squared_error: 23.9107 - output18_mean_squared_error: 14.5103 - output19_mean_squared_error: 12.3495 - output20_mean_squared_error: 14.9616 - output21_mean_squared_error: 31.1872 - output22_mean_squared_error: 23.1069 - output23_mean_squared_error: 15.6922 - output24_mean_squared_error: 22.7387 - output25_mean_squared_error: 28.4549 - output26_mean_squared_error: 14.8904 - output27_mean_squared_error: 30.0511 - output28_mean_squared_error: 24.0635 - output29_mean_squared_error: 32.1917 Epoch 828/2000 121/121 [==============================] - 0s 1ms/step - loss: 665.6602 - output00_loss: 12.5968 - output01_loss: 15.4652 - output02_loss: 23.8967 - output03_loss: 34.1934 - output04_loss: 29.9084 - output05_loss: 18.8594 - output06_loss: 23.9598 - output07_loss: 25.4798 - output08_loss: 15.3042 - output09_loss: 20.1022 - output10_loss: 19.4619 - output11_loss: 21.0401 - output12_loss: 17.9097 - output13_loss: 27.6926 - output14_loss: 20.3792 - output15_loss: 30.4408 - output16_loss: 20.9268 - output17_loss: 23.9038 - output18_loss: 14.5085 - output19_loss: 12.3458 - output20_loss: 14.9532 - output21_loss: 31.1812 - output22_loss: 23.1037 - output23_loss: 15.6909 - output24_loss: 22.7342 - output25_loss: 28.4523 - output26_loss: 14.8887 - output27_loss: 30.0465 - output28_loss: 24.0551 - output29_loss: 32.1793 - output00_mean_squared_error: 12.5968 - output01_mean_squared_error: 15.4652 - output02_mean_squared_error: 23.8967 - output03_mean_squared_error: 34.1934 - output04_mean_squared_error: 29.9084 - output05_mean_squared_error: 18.8594 - output06_mean_squared_error: 23.9598 - output07_mean_squared_error: 25.4798 - output08_mean_squared_error: 15.3042 - output09_mean_squared_error: 20.1022 - output10_mean_squared_error: 19.4619 - output11_mean_squared_error: 21.0401 - output12_mean_squared_error: 17.9097 - output13_mean_squared_error: 27.6926 - output14_mean_squared_error: 20.3792 - output15_mean_squared_error: 30.4408 - output16_mean_squared_error: 20.9268 - output17_mean_squared_error: 23.9038 - output18_mean_squared_error: 14.5085 - output19_mean_squared_error: 12.3458 - output20_mean_squared_error: 14.9532 - output21_mean_squared_error: 31.1812 - output22_mean_squared_error: 23.1037 - output23_mean_squared_error: 15.6909 - output24_mean_squared_error: 22.7342 - output25_mean_squared_error: 28.4523 - output26_mean_squared_error: 14.8887 - output27_mean_squared_error: 30.0465 - output28_mean_squared_error: 24.0551 - output29_mean_squared_error: 32.1793 Epoch 829/2000 121/121 [==============================] - 0s 833us/step - loss: 665.5073 - output00_loss: 12.5957 - output01_loss: 15.4598 - output02_loss: 23.8902 - output03_loss: 34.1863 - output04_loss: 29.8990 - output05_loss: 18.8577 - output06_loss: 23.9490 - output07_loss: 25.4707 - output08_loss: 15.3001 - output09_loss: 20.0985 - output10_loss: 19.4603 - output11_loss: 21.0385 - output12_loss: 17.9049 - output13_loss: 27.6864 - output14_loss: 20.3723 - output15_loss: 30.4340 - output16_loss: 20.9259 - output17_loss: 23.8969 - output18_loss: 14.5067 - output19_loss: 12.3420 - output20_loss: 14.9449 - output21_loss: 31.1752 - output22_loss: 23.1005 - output23_loss: 15.6897 - output24_loss: 22.7297 - output25_loss: 28.4497 - output26_loss: 14.8870 - output27_loss: 30.0420 - output28_loss: 24.0467 - output29_loss: 32.1670 - output00_mean_squared_error: 12.5957 - output01_mean_squared_error: 15.4598 - output02_mean_squared_error: 23.8902 - output03_mean_squared_error: 34.1863 - output04_mean_squared_error: 29.8990 - output05_mean_squared_error: 18.8577 - output06_mean_squared_error: 23.9490 - output07_mean_squared_error: 25.4707 - output08_mean_squared_error: 15.3001 - output09_mean_squared_error: 20.0985 - output10_mean_squared_error: 19.4603 - output11_mean_squared_error: 21.0385 - output12_mean_squared_error: 17.9049 - output13_mean_squared_error: 27.6864 - output14_mean_squared_error: 20.3723 - output15_mean_squared_error: 30.4340 - output16_mean_squared_error: 20.9259 - output17_mean_squared_error: 23.8969 - output18_mean_squared_error: 14.5067 - output19_mean_squared_error: 12.3420 - output20_mean_squared_error: 14.9449 - output21_mean_squared_error: 31.1752 - output22_mean_squared_error: 23.1005 - output23_mean_squared_error: 15.6897 - output24_mean_squared_error: 22.7297 - output25_mean_squared_error: 28.4497 - output26_mean_squared_error: 14.8870 - output27_mean_squared_error: 30.0420 - output28_mean_squared_error: 24.0467 - output29_mean_squared_error: 32.1670 Epoch 830/2000 121/121 [==============================] - 0s 988us/step - loss: 665.3548 - output00_loss: 12.5947 - output01_loss: 15.4545 - output02_loss: 23.8837 - output03_loss: 34.1791 - output04_loss: 29.8897 - output05_loss: 18.8559 - output06_loss: 23.9383 - output07_loss: 25.4616 - output08_loss: 15.2960 - output09_loss: 20.0948 - output10_loss: 19.4587 - output11_loss: 21.0369 - output12_loss: 17.9001 - output13_loss: 27.6803 - output14_loss: 20.3655 - output15_loss: 30.4273 - output16_loss: 20.9250 - output17_loss: 23.8900 - output18_loss: 14.5049 - output19_loss: 12.3382 - output20_loss: 14.9366 - output21_loss: 31.1692 - output22_loss: 23.0973 - output23_loss: 15.6884 - output24_loss: 22.7253 - output25_loss: 28.4471 - output26_loss: 14.8853 - output27_loss: 30.0375 - output28_loss: 24.0384 - output29_loss: 32.1547 - output00_mean_squared_error: 12.5947 - output01_mean_squared_error: 15.4545 - output02_mean_squared_error: 23.8837 - output03_mean_squared_error: 34.1791 - output04_mean_squared_error: 29.8897 - output05_mean_squared_error: 18.8559 - output06_mean_squared_error: 23.9383 - output07_mean_squared_error: 25.4616 - output08_mean_squared_error: 15.2960 - output09_mean_squared_error: 20.0948 - output10_mean_squared_error: 19.4587 - output11_mean_squared_error: 21.0369 - output12_mean_squared_error: 17.9001 - output13_mean_squared_error: 27.6803 - output14_mean_squared_error: 20.3655 - output15_mean_squared_error: 30.4273 - output16_mean_squared_error: 20.9250 - output17_mean_squared_error: 23.8900 - output18_mean_squared_error: 14.5049 - output19_mean_squared_error: 12.3382 - output20_mean_squared_error: 14.9366 - output21_mean_squared_error: 31.1692 - output22_mean_squared_error: 23.0973 - output23_mean_squared_error: 15.6884 - output24_mean_squared_error: 22.7253 - output25_mean_squared_error: 28.4471 - output26_mean_squared_error: 14.8853 - output27_mean_squared_error: 30.0375 - output28_mean_squared_error: 24.0384 - output29_mean_squared_error: 32.1547 Epoch 831/2000 121/121 [==============================] - 0s 1ms/step - loss: 665.2026 - output00_loss: 12.5936 - output01_loss: 15.4492 - output02_loss: 23.8773 - output03_loss: 34.1720 - output04_loss: 29.8803 - output05_loss: 18.8542 - output06_loss: 23.9275 - output07_loss: 25.4526 - output08_loss: 15.2918 - output09_loss: 20.0911 - output10_loss: 19.4571 - output11_loss: 21.0352 - output12_loss: 17.8953 - output13_loss: 27.6742 - output14_loss: 20.3587 - output15_loss: 30.4205 - output16_loss: 20.9241 - output17_loss: 23.8832 - output18_loss: 14.5032 - output19_loss: 12.3344 - output20_loss: 14.9283 - output21_loss: 31.1633 - output22_loss: 23.0941 - output23_loss: 15.6871 - output24_loss: 22.7209 - output25_loss: 28.4445 - output26_loss: 14.8836 - output27_loss: 30.0330 - output28_loss: 24.0300 - output29_loss: 32.1424 - output00_mean_squared_error: 12.5936 - output01_mean_squared_error: 15.4492 - output02_mean_squared_error: 23.8773 - output03_mean_squared_error: 34.1720 - output04_mean_squared_error: 29.8803 - output05_mean_squared_error: 18.8542 - output06_mean_squared_error: 23.9275 - output07_mean_squared_error: 25.4526 - output08_mean_squared_error: 15.2918 - output09_mean_squared_error: 20.0911 - output10_mean_squared_error: 19.4571 - output11_mean_squared_error: 21.0352 - output12_mean_squared_error: 17.8953 - output13_mean_squared_error: 27.6742 - output14_mean_squared_error: 20.3587 - output15_mean_squared_error: 30.4205 - output16_mean_squared_error: 20.9241 - output17_mean_squared_error: 23.8832 - output18_mean_squared_error: 14.5032 - output19_mean_squared_error: 12.3344 - output20_mean_squared_error: 14.9283 - output21_mean_squared_error: 31.1633 - output22_mean_squared_error: 23.0941 - output23_mean_squared_error: 15.6871 - output24_mean_squared_error: 22.7209 - output25_mean_squared_error: 28.4445 - output26_mean_squared_error: 14.8836 - output27_mean_squared_error: 30.0330 - output28_mean_squared_error: 24.0300 - output29_mean_squared_error: 32.1424 Epoch 832/2000 121/121 [==============================] - 0s 1ms/step - loss: 665.0508 - output00_loss: 12.5925 - output01_loss: 15.4439 - output02_loss: 23.8708 - output03_loss: 34.1650 - output04_loss: 29.8710 - output05_loss: 18.8525 - output06_loss: 23.9168 - output07_loss: 25.4435 - output08_loss: 15.2877 - output09_loss: 20.0874 - output10_loss: 19.4555 - output11_loss: 21.0337 - output12_loss: 17.8905 - output13_loss: 27.6681 - output14_loss: 20.3518 - output15_loss: 30.4138 - output16_loss: 20.9232 - output17_loss: 23.8763 - output18_loss: 14.5014 - output19_loss: 12.3307 - output20_loss: 14.9200 - output21_loss: 31.1574 - output22_loss: 23.0909 - output23_loss: 15.6859 - output24_loss: 22.7165 - output25_loss: 28.4420 - output26_loss: 14.8819 - output27_loss: 30.0285 - output28_loss: 24.0217 - output29_loss: 32.1301 - output00_mean_squared_error: 12.5925 - output01_mean_squared_error: 15.4439 - output02_mean_squared_error: 23.8708 - output03_mean_squared_error: 34.1650 - output04_mean_squared_error: 29.8710 - output05_mean_squared_error: 18.8525 - output06_mean_squared_error: 23.9168 - output07_mean_squared_error: 25.4435 - output08_mean_squared_error: 15.2877 - output09_mean_squared_error: 20.0874 - output10_mean_squared_error: 19.4555 - output11_mean_squared_error: 21.0337 - output12_mean_squared_error: 17.8905 - output13_mean_squared_error: 27.6681 - output14_mean_squared_error: 20.3518 - output15_mean_squared_error: 30.4138 - output16_mean_squared_error: 20.9232 - output17_mean_squared_error: 23.8763 - output18_mean_squared_error: 14.5014 - output19_mean_squared_error: 12.3307 - output20_mean_squared_error: 14.9200 - output21_mean_squared_error: 31.1574 - output22_mean_squared_error: 23.0909 - output23_mean_squared_error: 15.6859 - output24_mean_squared_error: 22.7165 - output25_mean_squared_error: 28.4420 - output26_mean_squared_error: 14.8819 - output27_mean_squared_error: 30.0285 - output28_mean_squared_error: 24.0217 - output29_mean_squared_error: 32.1301 Epoch 833/2000 121/121 [==============================] - 0s 1ms/step - loss: 664.8995 - output00_loss: 12.5915 - output01_loss: 15.4386 - output02_loss: 23.8644 - output03_loss: 34.1579 - output04_loss: 29.8617 - output05_loss: 18.8507 - output06_loss: 23.9061 - output07_loss: 25.4345 - output08_loss: 15.2836 - output09_loss: 20.0837 - output10_loss: 19.4539 - output11_loss: 21.0321 - output12_loss: 17.8857 - output13_loss: 27.6620 - output14_loss: 20.3451 - output15_loss: 30.4071 - output16_loss: 20.9222 - output17_loss: 23.8695 - output18_loss: 14.4996 - output19_loss: 12.3269 - output20_loss: 14.9118 - output21_loss: 31.1515 - output22_loss: 23.0878 - output23_loss: 15.6846 - output24_loss: 22.7121 - output25_loss: 28.4394 - output26_loss: 14.8803 - output27_loss: 30.0240 - output28_loss: 24.0134 - output29_loss: 32.1178 - output00_mean_squared_error: 12.5915 - output01_mean_squared_error: 15.4386 - output02_mean_squared_error: 23.8644 - output03_mean_squared_error: 34.1579 - output04_mean_squared_error: 29.8617 - output05_mean_squared_error: 18.8507 - output06_mean_squared_error: 23.9061 - output07_mean_squared_error: 25.4345 - output08_mean_squared_error: 15.2836 - output09_mean_squared_error: 20.0837 - output10_mean_squared_error: 19.4539 - output11_mean_squared_error: 21.0321 - output12_mean_squared_error: 17.8857 - output13_mean_squared_error: 27.6620 - output14_mean_squared_error: 20.3451 - output15_mean_squared_error: 30.4071 - output16_mean_squared_error: 20.9222 - output17_mean_squared_error: 23.8695 - output18_mean_squared_error: 14.4996 - output19_mean_squared_error: 12.3269 - output20_mean_squared_error: 14.9118 - output21_mean_squared_error: 31.1515 - output22_mean_squared_error: 23.0878 - output23_mean_squared_error: 15.6846 - output24_mean_squared_error: 22.7121 - output25_mean_squared_error: 28.4394 - output26_mean_squared_error: 14.8803 - output27_mean_squared_error: 30.0240 - output28_mean_squared_error: 24.0134 - output29_mean_squared_error: 32.1178 Epoch 834/2000 121/121 [==============================] - 0s 1ms/step - loss: 664.7485 - output00_loss: 12.5904 - output01_loss: 15.4333 - output02_loss: 23.8580 - output03_loss: 34.1509 - output04_loss: 29.8524 - output05_loss: 18.8490 - output06_loss: 23.8955 - output07_loss: 25.4255 - output08_loss: 15.2796 - output09_loss: 20.0801 - output10_loss: 19.4523 - output11_loss: 21.0305 - output12_loss: 17.8809 - output13_loss: 27.6559 - output14_loss: 20.3383 - output15_loss: 30.4003 - output16_loss: 20.9214 - output17_loss: 23.8627 - output18_loss: 14.4979 - output19_loss: 12.3232 - output20_loss: 14.9035 - output21_loss: 31.1457 - output22_loss: 23.0846 - output23_loss: 15.6834 - output24_loss: 22.7077 - output25_loss: 28.4369 - output26_loss: 14.8786 - output27_loss: 30.0196 - output28_loss: 24.0051 - output29_loss: 32.1056 - output00_mean_squared_error: 12.5904 - output01_mean_squared_error: 15.4333 - output02_mean_squared_error: 23.8580 - output03_mean_squared_error: 34.1509 - output04_mean_squared_error: 29.8524 - output05_mean_squared_error: 18.8490 - output06_mean_squared_error: 23.8955 - output07_mean_squared_error: 25.4255 - output08_mean_squared_error: 15.2796 - output09_mean_squared_error: 20.0801 - output10_mean_squared_error: 19.4523 - output11_mean_squared_error: 21.0305 - output12_mean_squared_error: 17.8809 - output13_mean_squared_error: 27.6559 - output14_mean_squared_error: 20.3383 - output15_mean_squared_error: 30.4003 - output16_mean_squared_error: 20.9214 - output17_mean_squared_error: 23.8627 - output18_mean_squared_error: 14.4979 - output19_mean_squared_error: 12.3232 - output20_mean_squared_error: 14.9035 - output21_mean_squared_error: 31.1457 - output22_mean_squared_error: 23.0846 - output23_mean_squared_error: 15.6834 - output24_mean_squared_error: 22.7077 - output25_mean_squared_error: 28.4369 - output26_mean_squared_error: 14.8786 - output27_mean_squared_error: 30.0196 - output28_mean_squared_error: 24.0051 - output29_mean_squared_error: 32.1056 Epoch 835/2000 121/121 [==============================] - 0s 970us/step - loss: 664.5978 - output00_loss: 12.5894 - output01_loss: 15.4281 - output02_loss: 23.8516 - output03_loss: 34.1439 - output04_loss: 29.8431 - output05_loss: 18.8473 - output06_loss: 23.8848 - output07_loss: 25.4165 - output08_loss: 15.2755 - output09_loss: 20.0764 - output10_loss: 19.4507 - output11_loss: 21.0289 - output12_loss: 17.8762 - output13_loss: 27.6498 - output14_loss: 20.3315 - output15_loss: 30.3936 - output16_loss: 20.9205 - output17_loss: 23.8560 - output18_loss: 14.4961 - output19_loss: 12.3194 - output20_loss: 14.8953 - output21_loss: 31.1398 - output22_loss: 23.0815 - output23_loss: 15.6821 - output24_loss: 22.7033 - output25_loss: 28.4343 - output26_loss: 14.8769 - output27_loss: 30.0151 - output28_loss: 23.9968 - output29_loss: 32.0933 - output00_mean_squared_error: 12.5894 - output01_mean_squared_error: 15.4281 - output02_mean_squared_error: 23.8516 - output03_mean_squared_error: 34.1439 - output04_mean_squared_error: 29.8431 - output05_mean_squared_error: 18.8473 - output06_mean_squared_error: 23.8848 - output07_mean_squared_error: 25.4165 - output08_mean_squared_error: 15.2755 - output09_mean_squared_error: 20.0764 - output10_mean_squared_error: 19.4507 - output11_mean_squared_error: 21.0289 - output12_mean_squared_error: 17.8762 - output13_mean_squared_error: 27.6498 - output14_mean_squared_error: 20.3315 - output15_mean_squared_error: 30.3936 - output16_mean_squared_error: 20.9205 - output17_mean_squared_error: 23.8560 - output18_mean_squared_error: 14.4961 - output19_mean_squared_error: 12.3194 - output20_mean_squared_error: 14.8953 - output21_mean_squared_error: 31.1398 - output22_mean_squared_error: 23.0815 - output23_mean_squared_error: 15.6821 - output24_mean_squared_error: 22.7033 - output25_mean_squared_error: 28.4343 - output26_mean_squared_error: 14.8769 - output27_mean_squared_error: 30.0151 - output28_mean_squared_error: 23.9968 - output29_mean_squared_error: 32.0933 Epoch 836/2000 121/121 [==============================] - 0s 779us/step - loss: 664.4476 - output00_loss: 12.5883 - output01_loss: 15.4228 - output02_loss: 23.8452 - output03_loss: 34.1369 - output04_loss: 29.8338 - output05_loss: 18.8456 - output06_loss: 23.8742 - output07_loss: 25.4075 - output08_loss: 15.2714 - output09_loss: 20.0728 - output10_loss: 19.4492 - output11_loss: 21.0274 - output12_loss: 17.8715 - output13_loss: 27.6437 - output14_loss: 20.3248 - output15_loss: 30.3869 - output16_loss: 20.9196 - output17_loss: 23.8492 - output18_loss: 14.4944 - output19_loss: 12.3157 - output20_loss: 14.8871 - output21_loss: 31.1340 - output22_loss: 23.0784 - output23_loss: 15.6809 - output24_loss: 22.6990 - output25_loss: 28.4318 - output26_loss: 14.8753 - output27_loss: 30.0107 - output28_loss: 23.9885 - output29_loss: 32.0811 - output00_mean_squared_error: 12.5883 - output01_mean_squared_error: 15.4228 - output02_mean_squared_error: 23.8452 - output03_mean_squared_error: 34.1369 - output04_mean_squared_error: 29.8338 - output05_mean_squared_error: 18.8456 - output06_mean_squared_error: 23.8742 - output07_mean_squared_error: 25.4075 - output08_mean_squared_error: 15.2714 - output09_mean_squared_error: 20.0728 - output10_mean_squared_error: 19.4492 - output11_mean_squared_error: 21.0274 - output12_mean_squared_error: 17.8715 - output13_mean_squared_error: 27.6437 - output14_mean_squared_error: 20.3248 - output15_mean_squared_error: 30.3869 - output16_mean_squared_error: 20.9196 - output17_mean_squared_error: 23.8492 - output18_mean_squared_error: 14.4944 - output19_mean_squared_error: 12.3157 - output20_mean_squared_error: 14.8871 - output21_mean_squared_error: 31.1340 - output22_mean_squared_error: 23.0784 - output23_mean_squared_error: 15.6809 - output24_mean_squared_error: 22.6990 - output25_mean_squared_error: 28.4318 - output26_mean_squared_error: 14.8753 - output27_mean_squared_error: 30.0107 - output28_mean_squared_error: 23.9885 - output29_mean_squared_error: 32.0811 Epoch 837/2000 121/121 [==============================] - 0s 1ms/step - loss: 664.2978 - output00_loss: 12.5873 - output01_loss: 15.4176 - output02_loss: 23.8388 - output03_loss: 34.1299 - output04_loss: 29.8245 - output05_loss: 18.8439 - output06_loss: 23.8636 - output07_loss: 25.3985 - output08_loss: 15.2674 - output09_loss: 20.0692 - output10_loss: 19.4476 - output11_loss: 21.0258 - output12_loss: 17.8668 - output13_loss: 27.6376 - output14_loss: 20.3180 - output15_loss: 30.3803 - output16_loss: 20.9187 - output17_loss: 23.8425 - output18_loss: 14.4927 - output19_loss: 12.3119 - output20_loss: 14.8789 - output21_loss: 31.1282 - output22_loss: 23.0752 - output23_loss: 15.6796 - output24_loss: 22.6947 - output25_loss: 28.4293 - output26_loss: 14.8736 - output27_loss: 30.0063 - output28_loss: 23.9803 - output29_loss: 32.0689 - output00_mean_squared_error: 12.5873 - output01_mean_squared_error: 15.4176 - output02_mean_squared_error: 23.8388 - output03_mean_squared_error: 34.1299 - output04_mean_squared_error: 29.8245 - output05_mean_squared_error: 18.8439 - output06_mean_squared_error: 23.8636 - output07_mean_squared_error: 25.3985 - output08_mean_squared_error: 15.2674 - output09_mean_squared_error: 20.0692 - output10_mean_squared_error: 19.4476 - output11_mean_squared_error: 21.0258 - output12_mean_squared_error: 17.8668 - output13_mean_squared_error: 27.6376 - output14_mean_squared_error: 20.3180 - output15_mean_squared_error: 30.3803 - output16_mean_squared_error: 20.9187 - output17_mean_squared_error: 23.8425 - output18_mean_squared_error: 14.4927 - output19_mean_squared_error: 12.3119 - output20_mean_squared_error: 14.8789 - output21_mean_squared_error: 31.1282 - output22_mean_squared_error: 23.0752 - output23_mean_squared_error: 15.6796 - output24_mean_squared_error: 22.6947 - output25_mean_squared_error: 28.4293 - output26_mean_squared_error: 14.8736 - output27_mean_squared_error: 30.0063 - output28_mean_squared_error: 23.9803 - output29_mean_squared_error: 32.0689 Epoch 838/2000 121/121 [==============================] - 0s 777us/step - loss: 664.1482 - output00_loss: 12.5862 - output01_loss: 15.4123 - output02_loss: 23.8325 - output03_loss: 34.1230 - output04_loss: 29.8153 - output05_loss: 18.8423 - output06_loss: 23.8530 - output07_loss: 25.3896 - output08_loss: 15.2634 - output09_loss: 20.0656 - output10_loss: 19.4460 - output11_loss: 21.0243 - output12_loss: 17.8621 - output13_loss: 27.6316 - output14_loss: 20.3113 - output15_loss: 30.3736 - output16_loss: 20.9178 - output17_loss: 23.8358 - output18_loss: 14.4909 - output19_loss: 12.3082 - output20_loss: 14.8708 - output21_loss: 31.1224 - output22_loss: 23.0721 - output23_loss: 15.6784 - output24_loss: 22.6903 - output25_loss: 28.4268 - output26_loss: 14.8720 - output27_loss: 30.0018 - output28_loss: 23.9720 - output29_loss: 32.0568 - output00_mean_squared_error: 12.5862 - output01_mean_squared_error: 15.4123 - output02_mean_squared_error: 23.8325 - output03_mean_squared_error: 34.1230 - output04_mean_squared_error: 29.8153 - output05_mean_squared_error: 18.8423 - output06_mean_squared_error: 23.8530 - output07_mean_squared_error: 25.3896 - output08_mean_squared_error: 15.2634 - output09_mean_squared_error: 20.0656 - output10_mean_squared_error: 19.4460 - output11_mean_squared_error: 21.0243 - output12_mean_squared_error: 17.8621 - output13_mean_squared_error: 27.6316 - output14_mean_squared_error: 20.3113 - output15_mean_squared_error: 30.3736 - output16_mean_squared_error: 20.9178 - output17_mean_squared_error: 23.8358 - output18_mean_squared_error: 14.4909 - output19_mean_squared_error: 12.3082 - output20_mean_squared_error: 14.8708 - output21_mean_squared_error: 31.1224 - output22_mean_squared_error: 23.0721 - output23_mean_squared_error: 15.6784 - output24_mean_squared_error: 22.6903 - output25_mean_squared_error: 28.4268 - output26_mean_squared_error: 14.8720 - output27_mean_squared_error: 30.0018 - output28_mean_squared_error: 23.9720 - output29_mean_squared_error: 32.0568 Epoch 839/2000 121/121 [==============================] - 0s 810us/step - loss: 663.9993 - output00_loss: 12.5852 - output01_loss: 15.4071 - output02_loss: 23.8261 - output03_loss: 34.1161 - output04_loss: 29.8060 - output05_loss: 18.8406 - output06_loss: 23.8425 - output07_loss: 25.3807 - output08_loss: 15.2593 - output09_loss: 20.0620 - output10_loss: 19.4445 - output11_loss: 21.0227 - output12_loss: 17.8574 - output13_loss: 27.6256 - output14_loss: 20.3046 - output15_loss: 30.3670 - output16_loss: 20.9169 - output17_loss: 23.8291 - output18_loss: 14.4892 - output19_loss: 12.3045 - output20_loss: 14.8626 - output21_loss: 31.1167 - output22_loss: 23.0690 - output23_loss: 15.6772 - output24_loss: 22.6860 - output25_loss: 28.4243 - output26_loss: 14.8704 - output27_loss: 29.9974 - output28_loss: 23.9638 - output29_loss: 32.0446 - output00_mean_squared_error: 12.5852 - output01_mean_squared_error: 15.4071 - output02_mean_squared_error: 23.8261 - output03_mean_squared_error: 34.1161 - output04_mean_squared_error: 29.8060 - output05_mean_squared_error: 18.8406 - output06_mean_squared_error: 23.8425 - output07_mean_squared_error: 25.3807 - output08_mean_squared_error: 15.2593 - output09_mean_squared_error: 20.0620 - output10_mean_squared_error: 19.4445 - output11_mean_squared_error: 21.0227 - output12_mean_squared_error: 17.8574 - output13_mean_squared_error: 27.6256 - output14_mean_squared_error: 20.3046 - output15_mean_squared_error: 30.3670 - output16_mean_squared_error: 20.9169 - output17_mean_squared_error: 23.8291 - output18_mean_squared_error: 14.4892 - output19_mean_squared_error: 12.3045 - output20_mean_squared_error: 14.8626 - output21_mean_squared_error: 31.1167 - output22_mean_squared_error: 23.0690 - output23_mean_squared_error: 15.6772 - output24_mean_squared_error: 22.6860 - output25_mean_squared_error: 28.4243 - output26_mean_squared_error: 14.8704 - output27_mean_squared_error: 29.9974 - output28_mean_squared_error: 23.9638 - output29_mean_squared_error: 32.0446 Epoch 840/2000 121/121 [==============================] - 0s 842us/step - loss: 663.8505 - output00_loss: 12.5842 - output01_loss: 15.4019 - output02_loss: 23.8198 - output03_loss: 34.1092 - output04_loss: 29.7968 - output05_loss: 18.8389 - output06_loss: 23.8319 - output07_loss: 25.3718 - output08_loss: 15.2553 - output09_loss: 20.0585 - output10_loss: 19.4430 - output11_loss: 21.0212 - output12_loss: 17.8527 - output13_loss: 27.6195 - output14_loss: 20.2979 - output15_loss: 30.3603 - output16_loss: 20.9160 - output17_loss: 23.8225 - output18_loss: 14.4875 - output19_loss: 12.3008 - output20_loss: 14.8545 - output21_loss: 31.1110 - output22_loss: 23.0660 - output23_loss: 15.6760 - output24_loss: 22.6817 - output25_loss: 28.4218 - output26_loss: 14.8688 - output27_loss: 29.9930 - output28_loss: 23.9556 - output29_loss: 32.0325 - output00_mean_squared_error: 12.5842 - output01_mean_squared_error: 15.4019 - output02_mean_squared_error: 23.8198 - output03_mean_squared_error: 34.1092 - output04_mean_squared_error: 29.7968 - output05_mean_squared_error: 18.8389 - output06_mean_squared_error: 23.8319 - output07_mean_squared_error: 25.3718 - output08_mean_squared_error: 15.2553 - output09_mean_squared_error: 20.0585 - output10_mean_squared_error: 19.4430 - output11_mean_squared_error: 21.0212 - output12_mean_squared_error: 17.8527 - output13_mean_squared_error: 27.6195 - output14_mean_squared_error: 20.2979 - output15_mean_squared_error: 30.3603 - output16_mean_squared_error: 20.9160 - output17_mean_squared_error: 23.8225 - output18_mean_squared_error: 14.4875 - output19_mean_squared_error: 12.3008 - output20_mean_squared_error: 14.8545 - output21_mean_squared_error: 31.1110 - output22_mean_squared_error: 23.0660 - output23_mean_squared_error: 15.6760 - output24_mean_squared_error: 22.6817 - output25_mean_squared_error: 28.4218 - output26_mean_squared_error: 14.8688 - output27_mean_squared_error: 29.9930 - output28_mean_squared_error: 23.9556 - output29_mean_squared_error: 32.0325 Epoch 841/2000 121/121 [==============================] - 0s 813us/step - loss: 663.7020 - output00_loss: 12.5832 - output01_loss: 15.3967 - output02_loss: 23.8135 - output03_loss: 34.1023 - output04_loss: 29.7876 - output05_loss: 18.8373 - output06_loss: 23.8214 - output07_loss: 25.3629 - output08_loss: 15.2513 - output09_loss: 20.0549 - output10_loss: 19.4414 - output11_loss: 21.0197 - output12_loss: 17.8481 - output13_loss: 27.6135 - output14_loss: 20.2912 - output15_loss: 30.3537 - output16_loss: 20.9152 - output17_loss: 23.8158 - output18_loss: 14.4858 - output19_loss: 12.2970 - output20_loss: 14.8464 - output21_loss: 31.1053 - output22_loss: 23.0629 - output23_loss: 15.6748 - output24_loss: 22.6774 - output25_loss: 28.4194 - output26_loss: 14.8671 - output27_loss: 29.9887 - output28_loss: 23.9474 - output29_loss: 32.0204 - output00_mean_squared_error: 12.5832 - output01_mean_squared_error: 15.3967 - output02_mean_squared_error: 23.8135 - output03_mean_squared_error: 34.1023 - output04_mean_squared_error: 29.7876 - output05_mean_squared_error: 18.8373 - output06_mean_squared_error: 23.8214 - output07_mean_squared_error: 25.3629 - output08_mean_squared_error: 15.2513 - output09_mean_squared_error: 20.0549 - output10_mean_squared_error: 19.4414 - output11_mean_squared_error: 21.0197 - output12_mean_squared_error: 17.8481 - output13_mean_squared_error: 27.6135 - output14_mean_squared_error: 20.2912 - output15_mean_squared_error: 30.3537 - output16_mean_squared_error: 20.9152 - output17_mean_squared_error: 23.8158 - output18_mean_squared_error: 14.4858 - output19_mean_squared_error: 12.2970 - output20_mean_squared_error: 14.8464 - output21_mean_squared_error: 31.1053 - output22_mean_squared_error: 23.0629 - output23_mean_squared_error: 15.6748 - output24_mean_squared_error: 22.6774 - output25_mean_squared_error: 28.4194 - output26_mean_squared_error: 14.8671 - output27_mean_squared_error: 29.9887 - output28_mean_squared_error: 23.9474 - output29_mean_squared_error: 32.0204 Epoch 842/2000 121/121 [==============================] - 0s 1ms/step - loss: 663.5540 - output00_loss: 12.5821 - output01_loss: 15.3915 - output02_loss: 23.8072 - output03_loss: 34.0954 - output04_loss: 29.7784 - output05_loss: 18.8356 - output06_loss: 23.8109 - output07_loss: 25.3540 - output08_loss: 15.2474 - output09_loss: 20.0514 - output10_loss: 19.4399 - output11_loss: 21.0182 - output12_loss: 17.8434 - output13_loss: 27.6075 - output14_loss: 20.2845 - output15_loss: 30.3471 - output16_loss: 20.9143 - output17_loss: 23.8092 - output18_loss: 14.4841 - output19_loss: 12.2933 - output20_loss: 14.8383 - output21_loss: 31.0996 - output22_loss: 23.0598 - output23_loss: 15.6735 - output24_loss: 22.6731 - output25_loss: 28.4169 - output26_loss: 14.8655 - output27_loss: 29.9843 - output28_loss: 23.9392 - output29_loss: 32.0083 - output00_mean_squared_error: 12.5821 - output01_mean_squared_error: 15.3915 - output02_mean_squared_error: 23.8072 - output03_mean_squared_error: 34.0954 - output04_mean_squared_error: 29.7784 - output05_mean_squared_error: 18.8356 - output06_mean_squared_error: 23.8109 - output07_mean_squared_error: 25.3540 - output08_mean_squared_error: 15.2474 - output09_mean_squared_error: 20.0514 - output10_mean_squared_error: 19.4399 - output11_mean_squared_error: 21.0182 - output12_mean_squared_error: 17.8434 - output13_mean_squared_error: 27.6075 - output14_mean_squared_error: 20.2845 - output15_mean_squared_error: 30.3471 - output16_mean_squared_error: 20.9143 - output17_mean_squared_error: 23.8092 - output18_mean_squared_error: 14.4841 - output19_mean_squared_error: 12.2933 - output20_mean_squared_error: 14.8383 - output21_mean_squared_error: 31.0996 - output22_mean_squared_error: 23.0598 - output23_mean_squared_error: 15.6735 - output24_mean_squared_error: 22.6731 - output25_mean_squared_error: 28.4169 - output26_mean_squared_error: 14.8655 - output27_mean_squared_error: 29.9843 - output28_mean_squared_error: 23.9392 - output29_mean_squared_error: 32.0083 Epoch 843/2000 121/121 [==============================] - 0s 643us/step - loss: 663.4064 - output00_loss: 12.5811 - output01_loss: 15.3863 - output02_loss: 23.8009 - output03_loss: 34.0886 - output04_loss: 29.7692 - output05_loss: 18.8340 - output06_loss: 23.8004 - output07_loss: 25.3452 - output08_loss: 15.2434 - output09_loss: 20.0478 - output10_loss: 19.4384 - output11_loss: 21.0167 - output12_loss: 17.8388 - output13_loss: 27.6015 - output14_loss: 20.2779 - output15_loss: 30.3405 - output16_loss: 20.9135 - output17_loss: 23.8026 - output18_loss: 14.4824 - output19_loss: 12.2896 - output20_loss: 14.8303 - output21_loss: 31.0939 - output22_loss: 23.0568 - output23_loss: 15.6723 - output24_loss: 22.6689 - output25_loss: 28.4144 - output26_loss: 14.8639 - output27_loss: 29.9799 - output28_loss: 23.9310 - output29_loss: 31.9962 - output00_mean_squared_error: 12.5811 - output01_mean_squared_error: 15.3863 - output02_mean_squared_error: 23.8009 - output03_mean_squared_error: 34.0886 - output04_mean_squared_error: 29.7692 - output05_mean_squared_error: 18.8340 - output06_mean_squared_error: 23.8004 - output07_mean_squared_error: 25.3452 - output08_mean_squared_error: 15.2434 - output09_mean_squared_error: 20.0478 - output10_mean_squared_error: 19.4384 - output11_mean_squared_error: 21.0167 - output12_mean_squared_error: 17.8388 - output13_mean_squared_error: 27.6015 - output14_mean_squared_error: 20.2779 - output15_mean_squared_error: 30.3405 - output16_mean_squared_error: 20.9135 - output17_mean_squared_error: 23.8026 - output18_mean_squared_error: 14.4824 - output19_mean_squared_error: 12.2896 - output20_mean_squared_error: 14.8303 - output21_mean_squared_error: 31.0939 - output22_mean_squared_error: 23.0568 - output23_mean_squared_error: 15.6723 - output24_mean_squared_error: 22.6689 - output25_mean_squared_error: 28.4144 - output26_mean_squared_error: 14.8639 - output27_mean_squared_error: 29.9799 - output28_mean_squared_error: 23.9310 - output29_mean_squared_error: 31.9962 Epoch 844/2000 121/121 [==============================] - 0s 1ms/step - loss: 663.2593 - output00_loss: 12.5801 - output01_loss: 15.3812 - output02_loss: 23.7947 - output03_loss: 34.0818 - output04_loss: 29.7601 - output05_loss: 18.8323 - output06_loss: 23.7900 - output07_loss: 25.3363 - output08_loss: 15.2395 - output09_loss: 20.0443 - output10_loss: 19.4369 - output11_loss: 21.0152 - output12_loss: 17.8342 - output13_loss: 27.5955 - output14_loss: 20.2712 - output15_loss: 30.3339 - output16_loss: 20.9126 - output17_loss: 23.7960 - output18_loss: 14.4808 - output19_loss: 12.2859 - output20_loss: 14.8222 - output21_loss: 31.0882 - output22_loss: 23.0537 - output23_loss: 15.6711 - output24_loss: 22.6646 - output25_loss: 28.4120 - output26_loss: 14.8624 - output27_loss: 29.9756 - output28_loss: 23.9228 - output29_loss: 31.9841 - output00_mean_squared_error: 12.5801 - output01_mean_squared_error: 15.3812 - output02_mean_squared_error: 23.7947 - output03_mean_squared_error: 34.0818 - output04_mean_squared_error: 29.7601 - output05_mean_squared_error: 18.8323 - output06_mean_squared_error: 23.7900 - output07_mean_squared_error: 25.3363 - output08_mean_squared_error: 15.2395 - output09_mean_squared_error: 20.0443 - output10_mean_squared_error: 19.4369 - output11_mean_squared_error: 21.0152 - output12_mean_squared_error: 17.8342 - output13_mean_squared_error: 27.5955 - output14_mean_squared_error: 20.2712 - output15_mean_squared_error: 30.3339 - output16_mean_squared_error: 20.9126 - output17_mean_squared_error: 23.7960 - output18_mean_squared_error: 14.4808 - output19_mean_squared_error: 12.2859 - output20_mean_squared_error: 14.8222 - output21_mean_squared_error: 31.0882 - output22_mean_squared_error: 23.0537 - output23_mean_squared_error: 15.6711 - output24_mean_squared_error: 22.6646 - output25_mean_squared_error: 28.4120 - output26_mean_squared_error: 14.8624 - output27_mean_squared_error: 29.9756 - output28_mean_squared_error: 23.9228 - output29_mean_squared_error: 31.9841 Epoch 845/2000 121/121 [==============================] - 0s 531us/step - loss: 663.1124 - output00_loss: 12.5791 - output01_loss: 15.3760 - output02_loss: 23.7884 - output03_loss: 34.0750 - output04_loss: 29.7509 - output05_loss: 18.8307 - output06_loss: 23.7795 - output07_loss: 25.3275 - output08_loss: 15.2355 - output09_loss: 20.0408 - output10_loss: 19.4354 - output11_loss: 21.0137 - output12_loss: 17.8296 - output13_loss: 27.5895 - output14_loss: 20.2646 - output15_loss: 30.3273 - output16_loss: 20.9117 - output17_loss: 23.7895 - output18_loss: 14.4791 - output19_loss: 12.2822 - output20_loss: 14.8142 - output21_loss: 31.0826 - output22_loss: 23.0507 - output23_loss: 15.6699 - output24_loss: 22.6604 - output25_loss: 28.4095 - output26_loss: 14.8608 - output27_loss: 29.9712 - output28_loss: 23.9147 - output29_loss: 31.9721 - output00_mean_squared_error: 12.5791 - output01_mean_squared_error: 15.3760 - output02_mean_squared_error: 23.7884 - output03_mean_squared_error: 34.0750 - output04_mean_squared_error: 29.7509 - output05_mean_squared_error: 18.8307 - output06_mean_squared_error: 23.7795 - output07_mean_squared_error: 25.3275 - output08_mean_squared_error: 15.2355 - output09_mean_squared_error: 20.0408 - output10_mean_squared_error: 19.4354 - output11_mean_squared_error: 21.0137 - output12_mean_squared_error: 17.8296 - output13_mean_squared_error: 27.5895 - output14_mean_squared_error: 20.2646 - output15_mean_squared_error: 30.3273 - output16_mean_squared_error: 20.9117 - output17_mean_squared_error: 23.7895 - output18_mean_squared_error: 14.4791 - output19_mean_squared_error: 12.2822 - output20_mean_squared_error: 14.8142 - output21_mean_squared_error: 31.0826 - output22_mean_squared_error: 23.0507 - output23_mean_squared_error: 15.6699 - output24_mean_squared_error: 22.6604 - output25_mean_squared_error: 28.4095 - output26_mean_squared_error: 14.8608 - output27_mean_squared_error: 29.9712 - output28_mean_squared_error: 23.9147 - output29_mean_squared_error: 31.9721 Epoch 846/2000 121/121 [==============================] - 0s 1ms/step - loss: 662.9659 - output00_loss: 12.5781 - output01_loss: 15.3709 - output02_loss: 23.7822 - output03_loss: 34.0682 - output04_loss: 29.7418 - output05_loss: 18.8291 - output06_loss: 23.7691 - output07_loss: 25.3187 - output08_loss: 15.2316 - output09_loss: 20.0373 - output10_loss: 19.4339 - output11_loss: 21.0122 - output12_loss: 17.8251 - output13_loss: 27.5835 - output14_loss: 20.2580 - output15_loss: 30.3208 - output16_loss: 20.9109 - output17_loss: 23.7830 - output18_loss: 14.4774 - output19_loss: 12.2785 - output20_loss: 14.8062 - output21_loss: 31.0770 - output22_loss: 23.0477 - output23_loss: 15.6688 - output24_loss: 22.6562 - output25_loss: 28.4071 - output26_loss: 14.8592 - output27_loss: 29.9669 - output28_loss: 23.9066 - output29_loss: 31.9601 - output00_mean_squared_error: 12.5781 - output01_mean_squared_error: 15.3709 - output02_mean_squared_error: 23.7822 - output03_mean_squared_error: 34.0682 - output04_mean_squared_error: 29.7418 - output05_mean_squared_error: 18.8291 - output06_mean_squared_error: 23.7691 - output07_mean_squared_error: 25.3187 - output08_mean_squared_error: 15.2316 - output09_mean_squared_error: 20.0373 - output10_mean_squared_error: 19.4339 - output11_mean_squared_error: 21.0122 - output12_mean_squared_error: 17.8251 - output13_mean_squared_error: 27.5835 - output14_mean_squared_error: 20.2580 - output15_mean_squared_error: 30.3208 - output16_mean_squared_error: 20.9109 - output17_mean_squared_error: 23.7830 - output18_mean_squared_error: 14.4774 - output19_mean_squared_error: 12.2785 - output20_mean_squared_error: 14.8062 - output21_mean_squared_error: 31.0770 - output22_mean_squared_error: 23.0477 - output23_mean_squared_error: 15.6688 - output24_mean_squared_error: 22.6562 - output25_mean_squared_error: 28.4071 - output26_mean_squared_error: 14.8592 - output27_mean_squared_error: 29.9669 - output28_mean_squared_error: 23.9066 - output29_mean_squared_error: 31.9601 Epoch 847/2000 121/121 [==============================] - 0s 1ms/step - loss: 662.8198 - output00_loss: 12.5771 - output01_loss: 15.3658 - output02_loss: 23.7759 - output03_loss: 34.0615 - output04_loss: 29.7326 - output05_loss: 18.8275 - output06_loss: 23.7587 - output07_loss: 25.3099 - output08_loss: 15.2277 - output09_loss: 20.0339 - output10_loss: 19.4324 - output11_loss: 21.0107 - output12_loss: 17.8205 - output13_loss: 27.5776 - output14_loss: 20.2514 - output15_loss: 30.3142 - output16_loss: 20.9101 - output17_loss: 23.7765 - output18_loss: 14.4758 - output19_loss: 12.2748 - output20_loss: 14.7982 - output21_loss: 31.0714 - output22_loss: 23.0447 - output23_loss: 15.6676 - output24_loss: 22.6520 - output25_loss: 28.4047 - output26_loss: 14.8576 - output27_loss: 29.9626 - output28_loss: 23.8984 - output29_loss: 31.9481 - output00_mean_squared_error: 12.5771 - output01_mean_squared_error: 15.3658 - output02_mean_squared_error: 23.7759 - output03_mean_squared_error: 34.0615 - output04_mean_squared_error: 29.7326 - output05_mean_squared_error: 18.8275 - output06_mean_squared_error: 23.7587 - output07_mean_squared_error: 25.3099 - output08_mean_squared_error: 15.2277 - output09_mean_squared_error: 20.0339 - output10_mean_squared_error: 19.4324 - output11_mean_squared_error: 21.0107 - output12_mean_squared_error: 17.8205 - output13_mean_squared_error: 27.5776 - output14_mean_squared_error: 20.2514 - output15_mean_squared_error: 30.3142 - output16_mean_squared_error: 20.9101 - output17_mean_squared_error: 23.7765 - output18_mean_squared_error: 14.4758 - output19_mean_squared_error: 12.2748 - output20_mean_squared_error: 14.7982 - output21_mean_squared_error: 31.0714 - output22_mean_squared_error: 23.0447 - output23_mean_squared_error: 15.6676 - output24_mean_squared_error: 22.6520 - output25_mean_squared_error: 28.4047 - output26_mean_squared_error: 14.8576 - output27_mean_squared_error: 29.9626 - output28_mean_squared_error: 23.8984 - output29_mean_squared_error: 31.9481 Epoch 848/2000 121/121 [==============================] - 0s 1ms/step - loss: 662.6740 - output00_loss: 12.5762 - output01_loss: 15.3606 - output02_loss: 23.7697 - output03_loss: 34.0547 - output04_loss: 29.7235 - output05_loss: 18.8258 - output06_loss: 23.7484 - output07_loss: 25.3012 - output08_loss: 15.2238 - output09_loss: 20.0304 - output10_loss: 19.4309 - output11_loss: 21.0093 - output12_loss: 17.8160 - output13_loss: 27.5716 - output14_loss: 20.2448 - output15_loss: 30.3077 - output16_loss: 20.9092 - output17_loss: 23.7700 - output18_loss: 14.4741 - output19_loss: 12.2711 - output20_loss: 14.7903 - output21_loss: 31.0658 - output22_loss: 23.0417 - output23_loss: 15.6664 - output24_loss: 22.6478 - output25_loss: 28.4023 - output26_loss: 14.8561 - output27_loss: 29.9583 - output28_loss: 23.8903 - output29_loss: 31.9361 - output00_mean_squared_error: 12.5762 - output01_mean_squared_error: 15.3606 - output02_mean_squared_error: 23.7697 - output03_mean_squared_error: 34.0547 - output04_mean_squared_error: 29.7235 - output05_mean_squared_error: 18.8258 - output06_mean_squared_error: 23.7484 - output07_mean_squared_error: 25.3012 - output08_mean_squared_error: 15.2238 - output09_mean_squared_error: 20.0304 - output10_mean_squared_error: 19.4309 - output11_mean_squared_error: 21.0093 - output12_mean_squared_error: 17.8160 - output13_mean_squared_error: 27.5716 - output14_mean_squared_error: 20.2448 - output15_mean_squared_error: 30.3077 - output16_mean_squared_error: 20.9092 - output17_mean_squared_error: 23.7700 - output18_mean_squared_error: 14.4741 - output19_mean_squared_error: 12.2711 - output20_mean_squared_error: 14.7903 - output21_mean_squared_error: 31.0658 - output22_mean_squared_error: 23.0417 - output23_mean_squared_error: 15.6664 - output24_mean_squared_error: 22.6478 - output25_mean_squared_error: 28.4023 - output26_mean_squared_error: 14.8561 - output27_mean_squared_error: 29.9583 - output28_mean_squared_error: 23.8903 - output29_mean_squared_error: 31.9361 Epoch 849/2000 121/121 [==============================] - 0s 1ms/step - loss: 662.5286 - output00_loss: 12.5752 - output01_loss: 15.3555 - output02_loss: 23.7635 - output03_loss: 34.0480 - output04_loss: 29.7144 - output05_loss: 18.8242 - output06_loss: 23.7380 - output07_loss: 25.2924 - output08_loss: 15.2199 - output09_loss: 20.0270 - output10_loss: 19.4294 - output11_loss: 21.0078 - output12_loss: 17.8114 - output13_loss: 27.5657 - output14_loss: 20.2382 - output15_loss: 30.3011 - output16_loss: 20.9084 - output17_loss: 23.7635 - output18_loss: 14.4725 - output19_loss: 12.2675 - output20_loss: 14.7823 - output21_loss: 31.0603 - output22_loss: 23.0387 - output23_loss: 15.6652 - output24_loss: 22.6436 - output25_loss: 28.3999 - output26_loss: 14.8545 - output27_loss: 29.9540 - output28_loss: 23.8822 - output29_loss: 31.9241 - output00_mean_squared_error: 12.5752 - output01_mean_squared_error: 15.3555 - output02_mean_squared_error: 23.7635 - output03_mean_squared_error: 34.0480 - output04_mean_squared_error: 29.7144 - output05_mean_squared_error: 18.8242 - output06_mean_squared_error: 23.7380 - output07_mean_squared_error: 25.2924 - output08_mean_squared_error: 15.2199 - output09_mean_squared_error: 20.0270 - output10_mean_squared_error: 19.4294 - output11_mean_squared_error: 21.0078 - output12_mean_squared_error: 17.8114 - output13_mean_squared_error: 27.5657 - output14_mean_squared_error: 20.2382 - output15_mean_squared_error: 30.3011 - output16_mean_squared_error: 20.9084 - output17_mean_squared_error: 23.7635 - output18_mean_squared_error: 14.4725 - output19_mean_squared_error: 12.2675 - output20_mean_squared_error: 14.7823 - output21_mean_squared_error: 31.0603 - output22_mean_squared_error: 23.0387 - output23_mean_squared_error: 15.6652 - output24_mean_squared_error: 22.6436 - output25_mean_squared_error: 28.3999 - output26_mean_squared_error: 14.8545 - output27_mean_squared_error: 29.9540 - output28_mean_squared_error: 23.8822 - output29_mean_squared_error: 31.9241 Epoch 850/2000 121/121 [==============================] - 0s 1ms/step - loss: 662.3837 - output00_loss: 12.5742 - output01_loss: 15.3504 - output02_loss: 23.7574 - output03_loss: 34.0413 - output04_loss: 29.7053 - output05_loss: 18.8227 - output06_loss: 23.7277 - output07_loss: 25.2837 - output08_loss: 15.2160 - output09_loss: 20.0235 - output10_loss: 19.4279 - output11_loss: 21.0064 - output12_loss: 17.8069 - output13_loss: 27.5598 - output14_loss: 20.2316 - output15_loss: 30.2946 - output16_loss: 20.9075 - output17_loss: 23.7570 - output18_loss: 14.4709 - output19_loss: 12.2638 - output20_loss: 14.7744 - output21_loss: 31.0548 - output22_loss: 23.0357 - output23_loss: 15.6640 - output24_loss: 22.6394 - output25_loss: 28.3975 - output26_loss: 14.8530 - output27_loss: 29.9497 - output28_loss: 23.8742 - output29_loss: 31.9122 - output00_mean_squared_error: 12.5742 - output01_mean_squared_error: 15.3504 - output02_mean_squared_error: 23.7574 - output03_mean_squared_error: 34.0413 - output04_mean_squared_error: 29.7053 - output05_mean_squared_error: 18.8227 - output06_mean_squared_error: 23.7277 - output07_mean_squared_error: 25.2837 - output08_mean_squared_error: 15.2160 - output09_mean_squared_error: 20.0235 - output10_mean_squared_error: 19.4279 - output11_mean_squared_error: 21.0064 - output12_mean_squared_error: 17.8069 - output13_mean_squared_error: 27.5598 - output14_mean_squared_error: 20.2316 - output15_mean_squared_error: 30.2946 - output16_mean_squared_error: 20.9075 - output17_mean_squared_error: 23.7570 - output18_mean_squared_error: 14.4709 - output19_mean_squared_error: 12.2638 - output20_mean_squared_error: 14.7744 - output21_mean_squared_error: 31.0548 - output22_mean_squared_error: 23.0357 - output23_mean_squared_error: 15.6640 - output24_mean_squared_error: 22.6394 - output25_mean_squared_error: 28.3975 - output26_mean_squared_error: 14.8530 - output27_mean_squared_error: 29.9497 - output28_mean_squared_error: 23.8742 - output29_mean_squared_error: 31.9122 Epoch 851/2000 121/121 [==============================] - 0s 1ms/step - loss: 662.2388 - output00_loss: 12.5732 - output01_loss: 15.3454 - output02_loss: 23.7512 - output03_loss: 34.0347 - output04_loss: 29.6963 - output05_loss: 18.8211 - output06_loss: 23.7174 - output07_loss: 25.2750 - output08_loss: 15.2121 - output09_loss: 20.0201 - output10_loss: 19.4265 - output11_loss: 21.0049 - output12_loss: 17.8024 - output13_loss: 27.5538 - output14_loss: 20.2251 - output15_loss: 30.2881 - output16_loss: 20.9067 - output17_loss: 23.7506 - output18_loss: 14.4693 - output19_loss: 12.2601 - output20_loss: 14.7665 - output21_loss: 31.0493 - output22_loss: 23.0328 - output23_loss: 15.6629 - output24_loss: 22.6353 - output25_loss: 28.3951 - output26_loss: 14.8514 - output27_loss: 29.9454 - output28_loss: 23.8661 - output29_loss: 31.9002 - output00_mean_squared_error: 12.5732 - output01_mean_squared_error: 15.3454 - output02_mean_squared_error: 23.7512 - output03_mean_squared_error: 34.0347 - output04_mean_squared_error: 29.6963 - output05_mean_squared_error: 18.8211 - output06_mean_squared_error: 23.7174 - output07_mean_squared_error: 25.2750 - output08_mean_squared_error: 15.2121 - output09_mean_squared_error: 20.0201 - output10_mean_squared_error: 19.4265 - output11_mean_squared_error: 21.0049 - output12_mean_squared_error: 17.8024 - output13_mean_squared_error: 27.5538 - output14_mean_squared_error: 20.2251 - output15_mean_squared_error: 30.2881 - output16_mean_squared_error: 20.9067 - output17_mean_squared_error: 23.7506 - output18_mean_squared_error: 14.4693 - output19_mean_squared_error: 12.2601 - output20_mean_squared_error: 14.7665 - output21_mean_squared_error: 31.0493 - output22_mean_squared_error: 23.0328 - output23_mean_squared_error: 15.6629 - output24_mean_squared_error: 22.6353 - output25_mean_squared_error: 28.3951 - output26_mean_squared_error: 14.8514 - output27_mean_squared_error: 29.9454 - output28_mean_squared_error: 23.8661 - output29_mean_squared_error: 31.9002 Epoch 852/2000 121/121 [==============================] - 0s 883us/step - loss: 662.0945 - output00_loss: 12.5723 - output01_loss: 15.3403 - output02_loss: 23.7451 - output03_loss: 34.0280 - output04_loss: 29.6872 - output05_loss: 18.8195 - output06_loss: 23.7071 - output07_loss: 25.2663 - output08_loss: 15.2083 - output09_loss: 20.0167 - output10_loss: 19.4250 - output11_loss: 21.0035 - output12_loss: 17.7979 - output13_loss: 27.5479 - output14_loss: 20.2185 - output15_loss: 30.2816 - output16_loss: 20.9059 - output17_loss: 23.7442 - output18_loss: 14.4676 - output19_loss: 12.2564 - output20_loss: 14.7586 - output21_loss: 31.0438 - output22_loss: 23.0298 - output23_loss: 15.6617 - output24_loss: 22.6311 - output25_loss: 28.3927 - output26_loss: 14.8499 - output27_loss: 29.9412 - output28_loss: 23.8580 - output29_loss: 31.8883 - output00_mean_squared_error: 12.5723 - output01_mean_squared_error: 15.3403 - output02_mean_squared_error: 23.7451 - output03_mean_squared_error: 34.0280 - output04_mean_squared_error: 29.6872 - output05_mean_squared_error: 18.8195 - output06_mean_squared_error: 23.7071 - output07_mean_squared_error: 25.2663 - output08_mean_squared_error: 15.2083 - output09_mean_squared_error: 20.0167 - output10_mean_squared_error: 19.4250 - output11_mean_squared_error: 21.0035 - output12_mean_squared_error: 17.7979 - output13_mean_squared_error: 27.5479 - output14_mean_squared_error: 20.2185 - output15_mean_squared_error: 30.2816 - output16_mean_squared_error: 20.9059 - output17_mean_squared_error: 23.7442 - output18_mean_squared_error: 14.4676 - output19_mean_squared_error: 12.2564 - output20_mean_squared_error: 14.7586 - output21_mean_squared_error: 31.0438 - output22_mean_squared_error: 23.0298 - output23_mean_squared_error: 15.6617 - output24_mean_squared_error: 22.6311 - output25_mean_squared_error: 28.3927 - output26_mean_squared_error: 14.8499 - output27_mean_squared_error: 29.9412 - output28_mean_squared_error: 23.8580 - output29_mean_squared_error: 31.8883 Epoch 853/2000 121/121 [==============================] - 0s 645us/step - loss: 661.9506 - output00_loss: 12.5713 - output01_loss: 15.3352 - output02_loss: 23.7389 - output03_loss: 34.0214 - output04_loss: 29.6781 - output05_loss: 18.8179 - output06_loss: 23.6968 - output07_loss: 25.2576 - output08_loss: 15.2044 - output09_loss: 20.0133 - output10_loss: 19.4235 - output11_loss: 21.0021 - output12_loss: 17.7935 - output13_loss: 27.5420 - output14_loss: 20.2120 - output15_loss: 30.2752 - output16_loss: 20.9051 - output17_loss: 23.7378 - output18_loss: 14.4660 - output19_loss: 12.2528 - output20_loss: 14.7507 - output21_loss: 31.0383 - output22_loss: 23.0269 - output23_loss: 15.6605 - output24_loss: 22.6270 - output25_loss: 28.3904 - output26_loss: 14.8484 - output27_loss: 29.9369 - output28_loss: 23.8500 - output29_loss: 31.8764 - output00_mean_squared_error: 12.5713 - output01_mean_squared_error: 15.3352 - output02_mean_squared_error: 23.7389 - output03_mean_squared_error: 34.0214 - output04_mean_squared_error: 29.6781 - output05_mean_squared_error: 18.8179 - output06_mean_squared_error: 23.6968 - output07_mean_squared_error: 25.2576 - output08_mean_squared_error: 15.2044 - output09_mean_squared_error: 20.0133 - output10_mean_squared_error: 19.4235 - output11_mean_squared_error: 21.0021 - output12_mean_squared_error: 17.7935 - output13_mean_squared_error: 27.5420 - output14_mean_squared_error: 20.2120 - output15_mean_squared_error: 30.2752 - output16_mean_squared_error: 20.9051 - output17_mean_squared_error: 23.7378 - output18_mean_squared_error: 14.4660 - output19_mean_squared_error: 12.2528 - output20_mean_squared_error: 14.7507 - output21_mean_squared_error: 31.0383 - output22_mean_squared_error: 23.0269 - output23_mean_squared_error: 15.6605 - output24_mean_squared_error: 22.6270 - output25_mean_squared_error: 28.3904 - output26_mean_squared_error: 14.8484 - output27_mean_squared_error: 29.9369 - output28_mean_squared_error: 23.8500 - output29_mean_squared_error: 31.8764 Epoch 854/2000 121/121 [==============================] - 0s 1ms/step - loss: 661.8070 - output00_loss: 12.5703 - output01_loss: 15.3302 - output02_loss: 23.7328 - output03_loss: 34.0148 - output04_loss: 29.6691 - output05_loss: 18.8163 - output06_loss: 23.6865 - output07_loss: 25.2490 - output08_loss: 15.2006 - output09_loss: 20.0100 - output10_loss: 19.4221 - output11_loss: 21.0007 - output12_loss: 17.7890 - output13_loss: 27.5361 - output14_loss: 20.2055 - output15_loss: 30.2687 - output16_loss: 20.9043 - output17_loss: 23.7315 - output18_loss: 14.4644 - output19_loss: 12.2491 - output20_loss: 14.7429 - output21_loss: 31.0329 - output22_loss: 23.0239 - output23_loss: 15.6594 - output24_loss: 22.6228 - output25_loss: 28.3880 - output26_loss: 14.8469 - output27_loss: 29.9327 - output28_loss: 23.8420 - output29_loss: 31.8645 - output00_mean_squared_error: 12.5703 - output01_mean_squared_error: 15.3302 - output02_mean_squared_error: 23.7328 - output03_mean_squared_error: 34.0148 - output04_mean_squared_error: 29.6691 - output05_mean_squared_error: 18.8163 - output06_mean_squared_error: 23.6865 - output07_mean_squared_error: 25.2490 - output08_mean_squared_error: 15.2006 - output09_mean_squared_error: 20.0100 - output10_mean_squared_error: 19.4221 - output11_mean_squared_error: 21.0007 - output12_mean_squared_error: 17.7890 - output13_mean_squared_error: 27.5361 - output14_mean_squared_error: 20.2055 - output15_mean_squared_error: 30.2687 - output16_mean_squared_error: 20.9043 - output17_mean_squared_error: 23.7315 - output18_mean_squared_error: 14.4644 - output19_mean_squared_error: 12.2491 - output20_mean_squared_error: 14.7429 - output21_mean_squared_error: 31.0329 - output22_mean_squared_error: 23.0239 - output23_mean_squared_error: 15.6594 - output24_mean_squared_error: 22.6228 - output25_mean_squared_error: 28.3880 - output26_mean_squared_error: 14.8469 - output27_mean_squared_error: 29.9327 - output28_mean_squared_error: 23.8420 - output29_mean_squared_error: 31.8645 Epoch 855/2000 121/121 [==============================] - 0s 1ms/step - loss: 661.6638 - output00_loss: 12.5694 - output01_loss: 15.3251 - output02_loss: 23.7267 - output03_loss: 34.0082 - output04_loss: 29.6601 - output05_loss: 18.8148 - output06_loss: 23.6763 - output07_loss: 25.2404 - output08_loss: 15.1968 - output09_loss: 20.0066 - output10_loss: 19.4206 - output11_loss: 20.9993 - output12_loss: 17.7846 - output13_loss: 27.5303 - output14_loss: 20.1990 - output15_loss: 30.2622 - output16_loss: 20.9035 - output17_loss: 23.7251 - output18_loss: 14.4628 - output19_loss: 12.2455 - output20_loss: 14.7350 - output21_loss: 31.0274 - output22_loss: 23.0210 - output23_loss: 15.6582 - output24_loss: 22.6187 - output25_loss: 28.3857 - output26_loss: 14.8453 - output27_loss: 29.9285 - output28_loss: 23.8340 - output29_loss: 31.8527 - output00_mean_squared_error: 12.5694 - output01_mean_squared_error: 15.3251 - output02_mean_squared_error: 23.7267 - output03_mean_squared_error: 34.0082 - output04_mean_squared_error: 29.6601 - output05_mean_squared_error: 18.8148 - output06_mean_squared_error: 23.6763 - output07_mean_squared_error: 25.2404 - output08_mean_squared_error: 15.1968 - output09_mean_squared_error: 20.0066 - output10_mean_squared_error: 19.4206 - output11_mean_squared_error: 20.9993 - output12_mean_squared_error: 17.7846 - output13_mean_squared_error: 27.5303 - output14_mean_squared_error: 20.1990 - output15_mean_squared_error: 30.2622 - output16_mean_squared_error: 20.9035 - output17_mean_squared_error: 23.7251 - output18_mean_squared_error: 14.4628 - output19_mean_squared_error: 12.2455 - output20_mean_squared_error: 14.7350 - output21_mean_squared_error: 31.0274 - output22_mean_squared_error: 23.0210 - output23_mean_squared_error: 15.6582 - output24_mean_squared_error: 22.6187 - output25_mean_squared_error: 28.3857 - output26_mean_squared_error: 14.8453 - output27_mean_squared_error: 29.9285 - output28_mean_squared_error: 23.8340 - output29_mean_squared_error: 31.8527 Epoch 856/2000 121/121 [==============================] - 0s 788us/step - loss: 661.5209 - output00_loss: 12.5684 - output01_loss: 15.3201 - output02_loss: 23.7206 - output03_loss: 34.0017 - output04_loss: 29.6511 - output05_loss: 18.8132 - output06_loss: 23.6661 - output07_loss: 25.2317 - output08_loss: 15.1930 - output09_loss: 20.0032 - output10_loss: 19.4192 - output11_loss: 20.9979 - output12_loss: 17.7802 - output13_loss: 27.5244 - output14_loss: 20.1925 - output15_loss: 30.2558 - output16_loss: 20.9026 - output17_loss: 23.7188 - output18_loss: 14.4612 - output19_loss: 12.2418 - output20_loss: 14.7272 - output21_loss: 31.0220 - output22_loss: 23.0181 - output23_loss: 15.6571 - output24_loss: 22.6146 - output25_loss: 28.3833 - output26_loss: 14.8438 - output27_loss: 29.9242 - output28_loss: 23.8260 - output29_loss: 31.8409 - output00_mean_squared_error: 12.5684 - output01_mean_squared_error: 15.3201 - output02_mean_squared_error: 23.7206 - output03_mean_squared_error: 34.0017 - output04_mean_squared_error: 29.6511 - output05_mean_squared_error: 18.8132 - output06_mean_squared_error: 23.6661 - output07_mean_squared_error: 25.2317 - output08_mean_squared_error: 15.1930 - output09_mean_squared_error: 20.0032 - output10_mean_squared_error: 19.4192 - output11_mean_squared_error: 20.9979 - output12_mean_squared_error: 17.7802 - output13_mean_squared_error: 27.5244 - output14_mean_squared_error: 20.1925 - output15_mean_squared_error: 30.2558 - output16_mean_squared_error: 20.9026 - output17_mean_squared_error: 23.7188 - output18_mean_squared_error: 14.4612 - output19_mean_squared_error: 12.2418 - output20_mean_squared_error: 14.7272 - output21_mean_squared_error: 31.0220 - output22_mean_squared_error: 23.0181 - output23_mean_squared_error: 15.6571 - output24_mean_squared_error: 22.6146 - output25_mean_squared_error: 28.3833 - output26_mean_squared_error: 14.8438 - output27_mean_squared_error: 29.9242 - output28_mean_squared_error: 23.8260 - output29_mean_squared_error: 31.8409 Epoch 857/2000 121/121 [==============================] - 0s 1ms/step - loss: 661.3784 - output00_loss: 12.5675 - output01_loss: 15.3151 - output02_loss: 23.7145 - output03_loss: 33.9951 - output04_loss: 29.6421 - output05_loss: 18.8117 - output06_loss: 23.6559 - output07_loss: 25.2231 - output08_loss: 15.1892 - output09_loss: 19.9999 - output10_loss: 19.4178 - output11_loss: 20.9965 - output12_loss: 17.7758 - output13_loss: 27.5185 - output14_loss: 20.1860 - output15_loss: 30.2494 - output16_loss: 20.9018 - output17_loss: 23.7125 - output18_loss: 14.4597 - output19_loss: 12.2382 - output20_loss: 14.7194 - output21_loss: 31.0166 - output22_loss: 23.0152 - output23_loss: 15.6560 - output24_loss: 22.6105 - output25_loss: 28.3810 - output26_loss: 14.8423 - output27_loss: 29.9200 - output28_loss: 23.8180 - output29_loss: 31.8290 - output00_mean_squared_error: 12.5675 - output01_mean_squared_error: 15.3151 - output02_mean_squared_error: 23.7145 - output03_mean_squared_error: 33.9951 - output04_mean_squared_error: 29.6421 - output05_mean_squared_error: 18.8117 - output06_mean_squared_error: 23.6559 - output07_mean_squared_error: 25.2231 - output08_mean_squared_error: 15.1892 - output09_mean_squared_error: 19.9999 - output10_mean_squared_error: 19.4178 - output11_mean_squared_error: 20.9965 - output12_mean_squared_error: 17.7758 - output13_mean_squared_error: 27.5185 - output14_mean_squared_error: 20.1860 - output15_mean_squared_error: 30.2494 - output16_mean_squared_error: 20.9018 - output17_mean_squared_error: 23.7125 - output18_mean_squared_error: 14.4597 - output19_mean_squared_error: 12.2382 - output20_mean_squared_error: 14.7194 - output21_mean_squared_error: 31.0166 - output22_mean_squared_error: 23.0152 - output23_mean_squared_error: 15.6560 - output24_mean_squared_error: 22.6105 - output25_mean_squared_error: 28.3810 - output26_mean_squared_error: 14.8423 - output27_mean_squared_error: 29.9200 - output28_mean_squared_error: 23.8180 - output29_mean_squared_error: 31.8290 Epoch 858/2000 121/121 [==============================] - 0s 1ms/step - loss: 661.2362 - output00_loss: 12.5666 - output01_loss: 15.3101 - output02_loss: 23.7085 - output03_loss: 33.9886 - output04_loss: 29.6331 - output05_loss: 18.8101 - output06_loss: 23.6457 - output07_loss: 25.2145 - output08_loss: 15.1854 - output09_loss: 19.9966 - output10_loss: 19.4163 - output11_loss: 20.9951 - output12_loss: 17.7714 - output13_loss: 27.5127 - output14_loss: 20.1796 - output15_loss: 30.2429 - output16_loss: 20.9010 - output17_loss: 23.7062 - output18_loss: 14.4581 - output19_loss: 12.2345 - output20_loss: 14.7116 - output21_loss: 31.0113 - output22_loss: 23.0123 - output23_loss: 15.6548 - output24_loss: 22.6065 - output25_loss: 28.3787 - output26_loss: 14.8408 - output27_loss: 29.9158 - output28_loss: 23.8100 - output29_loss: 31.8172 - output00_mean_squared_error: 12.5666 - output01_mean_squared_error: 15.3101 - output02_mean_squared_error: 23.7085 - output03_mean_squared_error: 33.9886 - output04_mean_squared_error: 29.6331 - output05_mean_squared_error: 18.8101 - output06_mean_squared_error: 23.6457 - output07_mean_squared_error: 25.2145 - output08_mean_squared_error: 15.1854 - output09_mean_squared_error: 19.9966 - output10_mean_squared_error: 19.4163 - output11_mean_squared_error: 20.9951 - output12_mean_squared_error: 17.7714 - output13_mean_squared_error: 27.5127 - output14_mean_squared_error: 20.1796 - output15_mean_squared_error: 30.2429 - output16_mean_squared_error: 20.9010 - output17_mean_squared_error: 23.7062 - output18_mean_squared_error: 14.4581 - output19_mean_squared_error: 12.2345 - output20_mean_squared_error: 14.7116 - output21_mean_squared_error: 31.0113 - output22_mean_squared_error: 23.0123 - output23_mean_squared_error: 15.6548 - output24_mean_squared_error: 22.6065 - output25_mean_squared_error: 28.3787 - output26_mean_squared_error: 14.8408 - output27_mean_squared_error: 29.9158 - output28_mean_squared_error: 23.8100 - output29_mean_squared_error: 31.8172 Epoch 859/2000 121/121 [==============================] - 0s 2ms/step - loss: 661.0944 - output00_loss: 12.5656 - output01_loss: 15.3051 - output02_loss: 23.7024 - output03_loss: 33.9821 - output04_loss: 29.6241 - output05_loss: 18.8086 - output06_loss: 23.6356 - output07_loss: 25.2060 - output08_loss: 15.1817 - output09_loss: 19.9933 - output10_loss: 19.4149 - output11_loss: 20.9937 - output12_loss: 17.7670 - output13_loss: 27.5068 - output14_loss: 20.1731 - output15_loss: 30.2365 - output16_loss: 20.9002 - output17_loss: 23.6999 - output18_loss: 14.4565 - output19_loss: 12.2309 - output20_loss: 14.7039 - output21_loss: 31.0059 - output22_loss: 23.0094 - output23_loss: 15.6537 - output24_loss: 22.6024 - output25_loss: 28.3764 - output26_loss: 14.8394 - output27_loss: 29.9116 - output28_loss: 23.8021 - output29_loss: 31.8055 - output00_mean_squared_error: 12.5656 - output01_mean_squared_error: 15.3051 - output02_mean_squared_error: 23.7024 - output03_mean_squared_error: 33.9821 - output04_mean_squared_error: 29.6241 - output05_mean_squared_error: 18.8086 - output06_mean_squared_error: 23.6356 - output07_mean_squared_error: 25.2060 - output08_mean_squared_error: 15.1817 - output09_mean_squared_error: 19.9933 - output10_mean_squared_error: 19.4149 - output11_mean_squared_error: 20.9937 - output12_mean_squared_error: 17.7670 - output13_mean_squared_error: 27.5068 - output14_mean_squared_error: 20.1731 - output15_mean_squared_error: 30.2365 - output16_mean_squared_error: 20.9002 - output17_mean_squared_error: 23.6999 - output18_mean_squared_error: 14.4565 - output19_mean_squared_error: 12.2309 - output20_mean_squared_error: 14.7039 - output21_mean_squared_error: 31.0059 - output22_mean_squared_error: 23.0094 - output23_mean_squared_error: 15.6537 - output24_mean_squared_error: 22.6024 - output25_mean_squared_error: 28.3764 - output26_mean_squared_error: 14.8394 - output27_mean_squared_error: 29.9116 - output28_mean_squared_error: 23.8021 - output29_mean_squared_error: 31.8055 Epoch 860/2000 121/121 [==============================] - 0s 1ms/step - loss: 660.9530 - output00_loss: 12.5647 - output01_loss: 15.3001 - output02_loss: 23.6964 - output03_loss: 33.9756 - output04_loss: 29.6152 - output05_loss: 18.8071 - output06_loss: 23.6255 - output07_loss: 25.1974 - output08_loss: 15.1779 - output09_loss: 19.9900 - output10_loss: 19.4135 - output11_loss: 20.9924 - output12_loss: 17.7626 - output13_loss: 27.5010 - output14_loss: 20.1667 - output15_loss: 30.2302 - output16_loss: 20.8995 - output17_loss: 23.6937 - output18_loss: 14.4550 - output19_loss: 12.2273 - output20_loss: 14.6961 - output21_loss: 31.0006 - output22_loss: 23.0066 - output23_loss: 15.6526 - output24_loss: 22.5984 - output25_loss: 28.3741 - output26_loss: 14.8379 - output27_loss: 29.9075 - output28_loss: 23.7941 - output29_loss: 31.7937 - output00_mean_squared_error: 12.5647 - output01_mean_squared_error: 15.3001 - output02_mean_squared_error: 23.6964 - output03_mean_squared_error: 33.9756 - output04_mean_squared_error: 29.6152 - output05_mean_squared_error: 18.8071 - output06_mean_squared_error: 23.6255 - output07_mean_squared_error: 25.1974 - output08_mean_squared_error: 15.1779 - output09_mean_squared_error: 19.9900 - output10_mean_squared_error: 19.4135 - output11_mean_squared_error: 20.9924 - output12_mean_squared_error: 17.7626 - output13_mean_squared_error: 27.5010 - output14_mean_squared_error: 20.1667 - output15_mean_squared_error: 30.2302 - output16_mean_squared_error: 20.8995 - output17_mean_squared_error: 23.6937 - output18_mean_squared_error: 14.4550 - output19_mean_squared_error: 12.2273 - output20_mean_squared_error: 14.6961 - output21_mean_squared_error: 31.0006 - output22_mean_squared_error: 23.0066 - output23_mean_squared_error: 15.6526 - output24_mean_squared_error: 22.5984 - output25_mean_squared_error: 28.3741 - output26_mean_squared_error: 14.8379 - output27_mean_squared_error: 29.9075 - output28_mean_squared_error: 23.7941 - output29_mean_squared_error: 31.7937 Epoch 861/2000 121/121 [==============================] - 0s 1ms/step - loss: 660.8118 - output00_loss: 12.5638 - output01_loss: 15.2952 - output02_loss: 23.6903 - output03_loss: 33.9692 - output04_loss: 29.6062 - output05_loss: 18.8055 - output06_loss: 23.6154 - output07_loss: 25.1889 - output08_loss: 15.1742 - output09_loss: 19.9867 - output10_loss: 19.4121 - output11_loss: 20.9910 - output12_loss: 17.7583 - output13_loss: 27.4952 - output14_loss: 20.1602 - output15_loss: 30.2238 - output16_loss: 20.8987 - output17_loss: 23.6874 - output18_loss: 14.4534 - output19_loss: 12.2237 - output20_loss: 14.6884 - output21_loss: 30.9953 - output22_loss: 23.0037 - output23_loss: 15.6514 - output24_loss: 22.5943 - output25_loss: 28.3718 - output26_loss: 14.8364 - output27_loss: 29.9033 - output28_loss: 23.7862 - output29_loss: 31.7820 - output00_mean_squared_error: 12.5638 - output01_mean_squared_error: 15.2952 - output02_mean_squared_error: 23.6903 - output03_mean_squared_error: 33.9692 - output04_mean_squared_error: 29.6062 - output05_mean_squared_error: 18.8055 - output06_mean_squared_error: 23.6154 - output07_mean_squared_error: 25.1889 - output08_mean_squared_error: 15.1742 - output09_mean_squared_error: 19.9867 - output10_mean_squared_error: 19.4121 - output11_mean_squared_error: 20.9910 - output12_mean_squared_error: 17.7583 - output13_mean_squared_error: 27.4952 - output14_mean_squared_error: 20.1602 - output15_mean_squared_error: 30.2238 - output16_mean_squared_error: 20.8987 - output17_mean_squared_error: 23.6874 - output18_mean_squared_error: 14.4534 - output19_mean_squared_error: 12.2237 - output20_mean_squared_error: 14.6884 - output21_mean_squared_error: 30.9953 - output22_mean_squared_error: 23.0037 - output23_mean_squared_error: 15.6514 - output24_mean_squared_error: 22.5943 - output25_mean_squared_error: 28.3718 - output26_mean_squared_error: 14.8364 - output27_mean_squared_error: 29.9033 - output28_mean_squared_error: 23.7862 - output29_mean_squared_error: 31.7820 Epoch 862/2000 121/121 [==============================] - 0s 1ms/step - loss: 660.6712 - output00_loss: 12.5629 - output01_loss: 15.2902 - output02_loss: 23.6843 - output03_loss: 33.9627 - output04_loss: 29.5973 - output05_loss: 18.8040 - output06_loss: 23.6053 - output07_loss: 25.1804 - output08_loss: 15.1704 - output09_loss: 19.9834 - output10_loss: 19.4107 - output11_loss: 20.9896 - output12_loss: 17.7539 - output13_loss: 27.4894 - output14_loss: 20.1538 - output15_loss: 30.2174 - output16_loss: 20.8979 - output17_loss: 23.6812 - output18_loss: 14.4519 - output19_loss: 12.2200 - output20_loss: 14.6807 - output21_loss: 30.9900 - output22_loss: 23.0008 - output23_loss: 15.6503 - output24_loss: 22.5903 - output25_loss: 28.3695 - output26_loss: 14.8350 - output27_loss: 29.8991 - output28_loss: 23.7783 - output29_loss: 31.7702 - output00_mean_squared_error: 12.5629 - output01_mean_squared_error: 15.2902 - output02_mean_squared_error: 23.6843 - output03_mean_squared_error: 33.9627 - output04_mean_squared_error: 29.5973 - output05_mean_squared_error: 18.8040 - output06_mean_squared_error: 23.6053 - output07_mean_squared_error: 25.1804 - output08_mean_squared_error: 15.1704 - output09_mean_squared_error: 19.9834 - output10_mean_squared_error: 19.4107 - output11_mean_squared_error: 20.9896 - output12_mean_squared_error: 17.7539 - output13_mean_squared_error: 27.4894 - output14_mean_squared_error: 20.1538 - output15_mean_squared_error: 30.2174 - output16_mean_squared_error: 20.8979 - output17_mean_squared_error: 23.6812 - output18_mean_squared_error: 14.4519 - output19_mean_squared_error: 12.2200 - output20_mean_squared_error: 14.6807 - output21_mean_squared_error: 30.9900 - output22_mean_squared_error: 23.0008 - output23_mean_squared_error: 15.6503 - output24_mean_squared_error: 22.5903 - output25_mean_squared_error: 28.3695 - output26_mean_squared_error: 14.8350 - output27_mean_squared_error: 29.8991 - output28_mean_squared_error: 23.7783 - output29_mean_squared_error: 31.7702 Epoch 863/2000 121/121 [==============================] - 0s 1ms/step - loss: 660.5306 - output00_loss: 12.5619 - output01_loss: 15.2852 - output02_loss: 23.6783 - output03_loss: 33.9563 - output04_loss: 29.5884 - output05_loss: 18.8025 - output06_loss: 23.5952 - output07_loss: 25.1719 - output08_loss: 15.1667 - output09_loss: 19.9801 - output10_loss: 19.4093 - output11_loss: 20.9883 - output12_loss: 17.7496 - output13_loss: 27.4836 - output14_loss: 20.1474 - output15_loss: 30.2110 - output16_loss: 20.8971 - output17_loss: 23.6750 - output18_loss: 14.4503 - output19_loss: 12.2164 - output20_loss: 14.6730 - output21_loss: 30.9847 - output22_loss: 22.9980 - output23_loss: 15.6492 - output24_loss: 22.5863 - output25_loss: 28.3672 - output26_loss: 14.8335 - output27_loss: 29.8950 - output28_loss: 23.7704 - output29_loss: 31.7585 - output00_mean_squared_error: 12.5619 - output01_mean_squared_error: 15.2852 - output02_mean_squared_error: 23.6783 - output03_mean_squared_error: 33.9563 - output04_mean_squared_error: 29.5884 - output05_mean_squared_error: 18.8025 - output06_mean_squared_error: 23.5952 - output07_mean_squared_error: 25.1719 - output08_mean_squared_error: 15.1667 - output09_mean_squared_error: 19.9801 - output10_mean_squared_error: 19.4093 - output11_mean_squared_error: 20.9883 - output12_mean_squared_error: 17.7496 - output13_mean_squared_error: 27.4836 - output14_mean_squared_error: 20.1474 - output15_mean_squared_error: 30.2110 - output16_mean_squared_error: 20.8971 - output17_mean_squared_error: 23.6750 - output18_mean_squared_error: 14.4503 - output19_mean_squared_error: 12.2164 - output20_mean_squared_error: 14.6730 - output21_mean_squared_error: 30.9847 - output22_mean_squared_error: 22.9980 - output23_mean_squared_error: 15.6492 - output24_mean_squared_error: 22.5863 - output25_mean_squared_error: 28.3672 - output26_mean_squared_error: 14.8335 - output27_mean_squared_error: 29.8950 - output28_mean_squared_error: 23.7704 - output29_mean_squared_error: 31.7585 Epoch 864/2000 121/121 [==============================] - 0s 995us/step - loss: 660.3906 - output00_loss: 12.5610 - output01_loss: 15.2803 - output02_loss: 23.6724 - output03_loss: 33.9499 - output04_loss: 29.5795 - output05_loss: 18.8010 - output06_loss: 23.5851 - output07_loss: 25.1634 - output08_loss: 15.1630 - output09_loss: 19.9769 - output10_loss: 19.4079 - output11_loss: 20.9870 - output12_loss: 17.7453 - output13_loss: 27.4778 - output14_loss: 20.1411 - output15_loss: 30.2047 - output16_loss: 20.8963 - output17_loss: 23.6689 - output18_loss: 14.4488 - output19_loss: 12.2128 - output20_loss: 14.6653 - output21_loss: 30.9795 - output22_loss: 22.9952 - output23_loss: 15.6481 - output24_loss: 22.5823 - output25_loss: 28.3649 - output26_loss: 14.8321 - output27_loss: 29.8909 - output28_loss: 23.7625 - output29_loss: 31.7468 - output00_mean_squared_error: 12.5610 - output01_mean_squared_error: 15.2803 - output02_mean_squared_error: 23.6724 - output03_mean_squared_error: 33.9499 - output04_mean_squared_error: 29.5795 - output05_mean_squared_error: 18.8010 - output06_mean_squared_error: 23.5851 - output07_mean_squared_error: 25.1634 - output08_mean_squared_error: 15.1630 - output09_mean_squared_error: 19.9769 - output10_mean_squared_error: 19.4079 - output11_mean_squared_error: 20.9870 - output12_mean_squared_error: 17.7453 - output13_mean_squared_error: 27.4778 - output14_mean_squared_error: 20.1411 - output15_mean_squared_error: 30.2047 - output16_mean_squared_error: 20.8963 - output17_mean_squared_error: 23.6689 - output18_mean_squared_error: 14.4488 - output19_mean_squared_error: 12.2128 - output20_mean_squared_error: 14.6653 - output21_mean_squared_error: 30.9795 - output22_mean_squared_error: 22.9952 - output23_mean_squared_error: 15.6481 - output24_mean_squared_error: 22.5823 - output25_mean_squared_error: 28.3649 - output26_mean_squared_error: 14.8321 - output27_mean_squared_error: 29.8909 - output28_mean_squared_error: 23.7625 - output29_mean_squared_error: 31.7468 Epoch 865/2000 121/121 [==============================] - 0s 1ms/step - loss: 660.2510 - output00_loss: 12.5601 - output01_loss: 15.2754 - output02_loss: 23.6664 - output03_loss: 33.9436 - output04_loss: 29.5706 - output05_loss: 18.7995 - output06_loss: 23.5751 - output07_loss: 25.1549 - output08_loss: 15.1593 - output09_loss: 19.9737 - output10_loss: 19.4065 - output11_loss: 20.9856 - output12_loss: 17.7410 - output13_loss: 27.4720 - output14_loss: 20.1347 - output15_loss: 30.1984 - output16_loss: 20.8956 - output17_loss: 23.6627 - output18_loss: 14.4473 - output19_loss: 12.2092 - output20_loss: 14.6577 - output21_loss: 30.9742 - output22_loss: 22.9924 - output23_loss: 15.6470 - output24_loss: 22.5783 - output25_loss: 28.3627 - output26_loss: 14.8306 - output27_loss: 29.8867 - output28_loss: 23.7546 - output29_loss: 31.7351 - output00_mean_squared_error: 12.5601 - output01_mean_squared_error: 15.2754 - output02_mean_squared_error: 23.6664 - output03_mean_squared_error: 33.9436 - output04_mean_squared_error: 29.5706 - output05_mean_squared_error: 18.7995 - output06_mean_squared_error: 23.5751 - output07_mean_squared_error: 25.1549 - output08_mean_squared_error: 15.1593 - output09_mean_squared_error: 19.9737 - output10_mean_squared_error: 19.4065 - output11_mean_squared_error: 20.9856 - output12_mean_squared_error: 17.7410 - output13_mean_squared_error: 27.4720 - output14_mean_squared_error: 20.1347 - output15_mean_squared_error: 30.1984 - output16_mean_squared_error: 20.8956 - output17_mean_squared_error: 23.6627 - output18_mean_squared_error: 14.4473 - output19_mean_squared_error: 12.2092 - output20_mean_squared_error: 14.6577 - output21_mean_squared_error: 30.9742 - output22_mean_squared_error: 22.9924 - output23_mean_squared_error: 15.6470 - output24_mean_squared_error: 22.5783 - output25_mean_squared_error: 28.3627 - output26_mean_squared_error: 14.8306 - output27_mean_squared_error: 29.8867 - output28_mean_squared_error: 23.7546 - output29_mean_squared_error: 31.7351 Epoch 866/2000 121/121 [==============================] - 0s 1ms/step - loss: 660.1116 - output00_loss: 12.5592 - output01_loss: 15.2705 - output02_loss: 23.6604 - output03_loss: 33.9372 - output04_loss: 29.5617 - output05_loss: 18.7980 - output06_loss: 23.5651 - output07_loss: 25.1465 - output08_loss: 15.1556 - output09_loss: 19.9704 - output10_loss: 19.4052 - output11_loss: 20.9843 - output12_loss: 17.7368 - output13_loss: 27.4662 - output14_loss: 20.1283 - output15_loss: 30.1920 - output16_loss: 20.8948 - output17_loss: 23.6566 - output18_loss: 14.4458 - output19_loss: 12.2056 - output20_loss: 14.6501 - output21_loss: 30.9690 - output22_loss: 22.9896 - output23_loss: 15.6459 - output24_loss: 22.5743 - output25_loss: 28.3604 - output26_loss: 14.8292 - output27_loss: 29.8826 - output28_loss: 23.7468 - output29_loss: 31.7235 - output00_mean_squared_error: 12.5592 - output01_mean_squared_error: 15.2705 - output02_mean_squared_error: 23.6604 - output03_mean_squared_error: 33.9372 - output04_mean_squared_error: 29.5617 - output05_mean_squared_error: 18.7980 - output06_mean_squared_error: 23.5651 - output07_mean_squared_error: 25.1465 - output08_mean_squared_error: 15.1556 - output09_mean_squared_error: 19.9704 - output10_mean_squared_error: 19.4052 - output11_mean_squared_error: 20.9843 - output12_mean_squared_error: 17.7368 - output13_mean_squared_error: 27.4662 - output14_mean_squared_error: 20.1283 - output15_mean_squared_error: 30.1920 - output16_mean_squared_error: 20.8948 - output17_mean_squared_error: 23.6566 - output18_mean_squared_error: 14.4458 - output19_mean_squared_error: 12.2056 - output20_mean_squared_error: 14.6501 - output21_mean_squared_error: 30.9690 - output22_mean_squared_error: 22.9896 - output23_mean_squared_error: 15.6459 - output24_mean_squared_error: 22.5743 - output25_mean_squared_error: 28.3604 - output26_mean_squared_error: 14.8292 - output27_mean_squared_error: 29.8826 - output28_mean_squared_error: 23.7468 - output29_mean_squared_error: 31.7235 Epoch 867/2000 121/121 [==============================] - 0s 1ms/step - loss: 659.9725 - output00_loss: 12.5583 - output01_loss: 15.2656 - output02_loss: 23.6545 - output03_loss: 33.9309 - output04_loss: 29.5529 - output05_loss: 18.7966 - output06_loss: 23.5551 - output07_loss: 25.1380 - output08_loss: 15.1519 - output09_loss: 19.9672 - output10_loss: 19.4038 - output11_loss: 20.9830 - output12_loss: 17.7325 - output13_loss: 27.4604 - output14_loss: 20.1220 - output15_loss: 30.1857 - output16_loss: 20.8940 - output17_loss: 23.6505 - output18_loss: 14.4443 - output19_loss: 12.2020 - output20_loss: 14.6424 - output21_loss: 30.9638 - output22_loss: 22.9868 - output23_loss: 15.6448 - output24_loss: 22.5704 - output25_loss: 28.3582 - output26_loss: 14.8277 - output27_loss: 29.8785 - output28_loss: 23.7389 - output29_loss: 31.7119 - output00_mean_squared_error: 12.5583 - output01_mean_squared_error: 15.2656 - output02_mean_squared_error: 23.6545 - output03_mean_squared_error: 33.9309 - output04_mean_squared_error: 29.5529 - output05_mean_squared_error: 18.7966 - output06_mean_squared_error: 23.5551 - output07_mean_squared_error: 25.1380 - output08_mean_squared_error: 15.1519 - output09_mean_squared_error: 19.9672 - output10_mean_squared_error: 19.4038 - output11_mean_squared_error: 20.9830 - output12_mean_squared_error: 17.7325 - output13_mean_squared_error: 27.4604 - output14_mean_squared_error: 20.1220 - output15_mean_squared_error: 30.1857 - output16_mean_squared_error: 20.8940 - output17_mean_squared_error: 23.6505 - output18_mean_squared_error: 14.4443 - output19_mean_squared_error: 12.2020 - output20_mean_squared_error: 14.6424 - output21_mean_squared_error: 30.9638 - output22_mean_squared_error: 22.9868 - output23_mean_squared_error: 15.6448 - output24_mean_squared_error: 22.5704 - output25_mean_squared_error: 28.3582 - output26_mean_squared_error: 14.8277 - output27_mean_squared_error: 29.8785 - output28_mean_squared_error: 23.7389 - output29_mean_squared_error: 31.7119 Epoch 868/2000 121/121 [==============================] - 0s 988us/step - loss: 659.8339 - output00_loss: 12.5574 - output01_loss: 15.2607 - output02_loss: 23.6486 - output03_loss: 33.9245 - output04_loss: 29.5440 - output05_loss: 18.7951 - output06_loss: 23.5452 - output07_loss: 25.1296 - output08_loss: 15.1483 - output09_loss: 19.9640 - output10_loss: 19.4024 - output11_loss: 20.9817 - output12_loss: 17.7282 - output13_loss: 27.4547 - output14_loss: 20.1157 - output15_loss: 30.1794 - output16_loss: 20.8933 - output17_loss: 23.6444 - output18_loss: 14.4428 - output19_loss: 12.1984 - output20_loss: 14.6348 - output21_loss: 30.9586 - output22_loss: 22.9840 - output23_loss: 15.6437 - output24_loss: 22.5664 - output25_loss: 28.3560 - output26_loss: 14.8263 - output27_loss: 29.8744 - output28_loss: 23.7311 - output29_loss: 31.7002 - output00_mean_squared_error: 12.5574 - output01_mean_squared_error: 15.2607 - output02_mean_squared_error: 23.6486 - output03_mean_squared_error: 33.9245 - output04_mean_squared_error: 29.5440 - output05_mean_squared_error: 18.7951 - output06_mean_squared_error: 23.5452 - output07_mean_squared_error: 25.1296 - output08_mean_squared_error: 15.1483 - output09_mean_squared_error: 19.9640 - output10_mean_squared_error: 19.4024 - output11_mean_squared_error: 20.9817 - output12_mean_squared_error: 17.7282 - output13_mean_squared_error: 27.4547 - output14_mean_squared_error: 20.1157 - output15_mean_squared_error: 30.1794 - output16_mean_squared_error: 20.8933 - output17_mean_squared_error: 23.6444 - output18_mean_squared_error: 14.4428 - output19_mean_squared_error: 12.1984 - output20_mean_squared_error: 14.6348 - output21_mean_squared_error: 30.9586 - output22_mean_squared_error: 22.9840 - output23_mean_squared_error: 15.6437 - output24_mean_squared_error: 22.5664 - output25_mean_squared_error: 28.3560 - output26_mean_squared_error: 14.8263 - output27_mean_squared_error: 29.8744 - output28_mean_squared_error: 23.7311 - output29_mean_squared_error: 31.7002 Epoch 869/2000 121/121 [==============================] - 0s 1ms/step - loss: 659.6956 - output00_loss: 12.5565 - output01_loss: 15.2558 - output02_loss: 23.6426 - output03_loss: 33.9183 - output04_loss: 29.5352 - output05_loss: 18.7936 - output06_loss: 23.5352 - output07_loss: 25.1212 - output08_loss: 15.1446 - output09_loss: 19.9608 - output10_loss: 19.4011 - output11_loss: 20.9804 - output12_loss: 17.7240 - output13_loss: 27.4489 - output14_loss: 20.1093 - output15_loss: 30.1732 - output16_loss: 20.8925 - output17_loss: 23.6383 - output18_loss: 14.4413 - output19_loss: 12.1948 - output20_loss: 14.6273 - output21_loss: 30.9535 - output22_loss: 22.9812 - output23_loss: 15.6426 - output24_loss: 22.5625 - output25_loss: 28.3537 - output26_loss: 14.8249 - output27_loss: 29.8704 - output28_loss: 23.7233 - output29_loss: 31.6886 - output00_mean_squared_error: 12.5565 - output01_mean_squared_error: 15.2558 - output02_mean_squared_error: 23.6426 - output03_mean_squared_error: 33.9183 - output04_mean_squared_error: 29.5352 - output05_mean_squared_error: 18.7936 - output06_mean_squared_error: 23.5352 - output07_mean_squared_error: 25.1212 - output08_mean_squared_error: 15.1446 - output09_mean_squared_error: 19.9608 - output10_mean_squared_error: 19.4011 - output11_mean_squared_error: 20.9804 - output12_mean_squared_error: 17.7240 - output13_mean_squared_error: 27.4489 - output14_mean_squared_error: 20.1093 - output15_mean_squared_error: 30.1732 - output16_mean_squared_error: 20.8925 - output17_mean_squared_error: 23.6383 - output18_mean_squared_error: 14.4413 - output19_mean_squared_error: 12.1948 - output20_mean_squared_error: 14.6273 - output21_mean_squared_error: 30.9535 - output22_mean_squared_error: 22.9812 - output23_mean_squared_error: 15.6426 - output24_mean_squared_error: 22.5625 - output25_mean_squared_error: 28.3537 - output26_mean_squared_error: 14.8249 - output27_mean_squared_error: 29.8704 - output28_mean_squared_error: 23.7233 - output29_mean_squared_error: 31.6886 Epoch 870/2000 121/121 [==============================] - 0s 856us/step - loss: 659.5575 - output00_loss: 12.5557 - output01_loss: 15.2509 - output02_loss: 23.6367 - output03_loss: 33.9120 - output04_loss: 29.5264 - output05_loss: 18.7921 - output06_loss: 23.5253 - output07_loss: 25.1128 - output08_loss: 15.1410 - output09_loss: 19.9577 - output10_loss: 19.3997 - output11_loss: 20.9791 - output12_loss: 17.7198 - output13_loss: 27.4432 - output14_loss: 20.1030 - output15_loss: 30.1669 - output16_loss: 20.8918 - output17_loss: 23.6322 - output18_loss: 14.4398 - output19_loss: 12.1912 - output20_loss: 14.6197 - output21_loss: 30.9483 - output22_loss: 22.9784 - output23_loss: 15.6415 - output24_loss: 22.5585 - output25_loss: 28.3515 - output26_loss: 14.8235 - output27_loss: 29.8663 - output28_loss: 23.7155 - output29_loss: 31.6771 - output00_mean_squared_error: 12.5557 - output01_mean_squared_error: 15.2509 - output02_mean_squared_error: 23.6367 - output03_mean_squared_error: 33.9120 - output04_mean_squared_error: 29.5264 - output05_mean_squared_error: 18.7921 - output06_mean_squared_error: 23.5253 - output07_mean_squared_error: 25.1128 - output08_mean_squared_error: 15.1410 - output09_mean_squared_error: 19.9577 - output10_mean_squared_error: 19.3997 - output11_mean_squared_error: 20.9791 - output12_mean_squared_error: 17.7198 - output13_mean_squared_error: 27.4432 - output14_mean_squared_error: 20.1030 - output15_mean_squared_error: 30.1669 - output16_mean_squared_error: 20.8918 - output17_mean_squared_error: 23.6322 - output18_mean_squared_error: 14.4398 - output19_mean_squared_error: 12.1912 - output20_mean_squared_error: 14.6197 - output21_mean_squared_error: 30.9483 - output22_mean_squared_error: 22.9784 - output23_mean_squared_error: 15.6415 - output24_mean_squared_error: 22.5585 - output25_mean_squared_error: 28.3515 - output26_mean_squared_error: 14.8235 - output27_mean_squared_error: 29.8663 - output28_mean_squared_error: 23.7155 - output29_mean_squared_error: 31.6771 Epoch 871/2000 121/121 [==============================] - 0s 514us/step - loss: 659.4200 - output00_loss: 12.5548 - output01_loss: 15.2460 - output02_loss: 23.6309 - output03_loss: 33.9057 - output04_loss: 29.5176 - output05_loss: 18.7907 - output06_loss: 23.5154 - output07_loss: 25.1045 - output08_loss: 15.1374 - output09_loss: 19.9545 - output10_loss: 19.3984 - output11_loss: 20.9778 - output12_loss: 17.7156 - output13_loss: 27.4375 - output14_loss: 20.0967 - output15_loss: 30.1606 - output16_loss: 20.8910 - output17_loss: 23.6262 - output18_loss: 14.4383 - output19_loss: 12.1876 - output20_loss: 14.6122 - output21_loss: 30.9432 - output22_loss: 22.9757 - output23_loss: 15.6404 - output24_loss: 22.5546 - output25_loss: 28.3493 - output26_loss: 14.8221 - output27_loss: 29.8622 - output28_loss: 23.7077 - output29_loss: 31.6655 - output00_mean_squared_error: 12.5548 - output01_mean_squared_error: 15.2460 - output02_mean_squared_error: 23.6309 - output03_mean_squared_error: 33.9057 - output04_mean_squared_error: 29.5176 - output05_mean_squared_error: 18.7907 - output06_mean_squared_error: 23.5154 - output07_mean_squared_error: 25.1045 - output08_mean_squared_error: 15.1374 - output09_mean_squared_error: 19.9545 - output10_mean_squared_error: 19.3984 - output11_mean_squared_error: 20.9778 - output12_mean_squared_error: 17.7156 - output13_mean_squared_error: 27.4375 - output14_mean_squared_error: 20.0967 - output15_mean_squared_error: 30.1606 - output16_mean_squared_error: 20.8910 - output17_mean_squared_error: 23.6262 - output18_mean_squared_error: 14.4383 - output19_mean_squared_error: 12.1876 - output20_mean_squared_error: 14.6122 - output21_mean_squared_error: 30.9432 - output22_mean_squared_error: 22.9757 - output23_mean_squared_error: 15.6404 - output24_mean_squared_error: 22.5546 - output25_mean_squared_error: 28.3493 - output26_mean_squared_error: 14.8221 - output27_mean_squared_error: 29.8622 - output28_mean_squared_error: 23.7077 - output29_mean_squared_error: 31.6655 Epoch 872/2000 121/121 [==============================] - 0s 837us/step - loss: 659.2825 - output00_loss: 12.5539 - output01_loss: 15.2412 - output02_loss: 23.6250 - output03_loss: 33.8995 - output04_loss: 29.5088 - output05_loss: 18.7892 - output06_loss: 23.5055 - output07_loss: 25.0961 - output08_loss: 15.1338 - output09_loss: 19.9514 - output10_loss: 19.3970 - output11_loss: 20.9765 - output12_loss: 17.7114 - output13_loss: 27.4318 - output14_loss: 20.0904 - output15_loss: 30.1544 - output16_loss: 20.8903 - output17_loss: 23.6202 - output18_loss: 14.4368 - output19_loss: 12.1841 - output20_loss: 14.6046 - output21_loss: 30.9381 - output22_loss: 22.9729 - output23_loss: 15.6394 - output24_loss: 22.5507 - output25_loss: 28.3471 - output26_loss: 14.8207 - output27_loss: 29.8582 - output28_loss: 23.6999 - output29_loss: 31.6540 - output00_mean_squared_error: 12.5539 - output01_mean_squared_error: 15.2412 - output02_mean_squared_error: 23.6250 - output03_mean_squared_error: 33.8995 - output04_mean_squared_error: 29.5088 - output05_mean_squared_error: 18.7892 - output06_mean_squared_error: 23.5055 - output07_mean_squared_error: 25.0961 - output08_mean_squared_error: 15.1338 - output09_mean_squared_error: 19.9514 - output10_mean_squared_error: 19.3970 - output11_mean_squared_error: 20.9765 - output12_mean_squared_error: 17.7114 - output13_mean_squared_error: 27.4318 - output14_mean_squared_error: 20.0904 - output15_mean_squared_error: 30.1544 - output16_mean_squared_error: 20.8903 - output17_mean_squared_error: 23.6202 - output18_mean_squared_error: 14.4368 - output19_mean_squared_error: 12.1841 - output20_mean_squared_error: 14.6046 - output21_mean_squared_error: 30.9381 - output22_mean_squared_error: 22.9729 - output23_mean_squared_error: 15.6394 - output24_mean_squared_error: 22.5507 - output25_mean_squared_error: 28.3471 - output26_mean_squared_error: 14.8207 - output27_mean_squared_error: 29.8582 - output28_mean_squared_error: 23.6999 - output29_mean_squared_error: 31.6540 Epoch 873/2000 121/121 [==============================] - 0s 822us/step - loss: 659.1458 - output00_loss: 12.5530 - output01_loss: 15.2363 - output02_loss: 23.6191 - output03_loss: 33.8933 - output04_loss: 29.5000 - output05_loss: 18.7878 - output06_loss: 23.4956 - output07_loss: 25.0878 - output08_loss: 15.1302 - output09_loss: 19.9482 - output10_loss: 19.3957 - output11_loss: 20.9752 - output12_loss: 17.7072 - output13_loss: 27.4261 - output14_loss: 20.0842 - output15_loss: 30.1481 - output16_loss: 20.8895 - output17_loss: 23.6142 - output18_loss: 14.4353 - output19_loss: 12.1805 - output20_loss: 14.5971 - output21_loss: 30.9330 - output22_loss: 22.9702 - output23_loss: 15.6383 - output24_loss: 22.5468 - output25_loss: 28.3449 - output26_loss: 14.8193 - output27_loss: 29.8541 - output28_loss: 23.6921 - output29_loss: 31.6424 - output00_mean_squared_error: 12.5530 - output01_mean_squared_error: 15.2363 - output02_mean_squared_error: 23.6191 - output03_mean_squared_error: 33.8933 - output04_mean_squared_error: 29.5000 - output05_mean_squared_error: 18.7878 - output06_mean_squared_error: 23.4956 - output07_mean_squared_error: 25.0878 - output08_mean_squared_error: 15.1302 - output09_mean_squared_error: 19.9482 - output10_mean_squared_error: 19.3957 - output11_mean_squared_error: 20.9752 - output12_mean_squared_error: 17.7072 - output13_mean_squared_error: 27.4261 - output14_mean_squared_error: 20.0842 - output15_mean_squared_error: 30.1481 - output16_mean_squared_error: 20.8895 - output17_mean_squared_error: 23.6142 - output18_mean_squared_error: 14.4353 - output19_mean_squared_error: 12.1805 - output20_mean_squared_error: 14.5971 - output21_mean_squared_error: 30.9330 - output22_mean_squared_error: 22.9702 - output23_mean_squared_error: 15.6383 - output24_mean_squared_error: 22.5468 - output25_mean_squared_error: 28.3449 - output26_mean_squared_error: 14.8193 - output27_mean_squared_error: 29.8541 - output28_mean_squared_error: 23.6921 - output29_mean_squared_error: 31.6424 Epoch 874/2000 121/121 [==============================] - 0s 1ms/step - loss: 659.0090 - output00_loss: 12.5522 - output01_loss: 15.2315 - output02_loss: 23.6133 - output03_loss: 33.8871 - output04_loss: 29.4912 - output05_loss: 18.7863 - output06_loss: 23.4857 - output07_loss: 25.0795 - output08_loss: 15.1266 - output09_loss: 19.9451 - output10_loss: 19.3943 - output11_loss: 20.9740 - output12_loss: 17.7031 - output13_loss: 27.4204 - output14_loss: 20.0779 - output15_loss: 30.1419 - output16_loss: 20.8888 - output17_loss: 23.6082 - output18_loss: 14.4339 - output19_loss: 12.1769 - output20_loss: 14.5896 - output21_loss: 30.9280 - output22_loss: 22.9674 - output23_loss: 15.6372 - output24_loss: 22.5429 - output25_loss: 28.3427 - output26_loss: 14.8179 - output27_loss: 29.8501 - output28_loss: 23.6844 - output29_loss: 31.6309 - output00_mean_squared_error: 12.5522 - output01_mean_squared_error: 15.2315 - output02_mean_squared_error: 23.6133 - output03_mean_squared_error: 33.8871 - output04_mean_squared_error: 29.4912 - output05_mean_squared_error: 18.7863 - output06_mean_squared_error: 23.4857 - output07_mean_squared_error: 25.0795 - output08_mean_squared_error: 15.1266 - output09_mean_squared_error: 19.9451 - output10_mean_squared_error: 19.3943 - output11_mean_squared_error: 20.9740 - output12_mean_squared_error: 17.7031 - output13_mean_squared_error: 27.4204 - output14_mean_squared_error: 20.0779 - output15_mean_squared_error: 30.1419 - output16_mean_squared_error: 20.8888 - output17_mean_squared_error: 23.6082 - output18_mean_squared_error: 14.4339 - output19_mean_squared_error: 12.1769 - output20_mean_squared_error: 14.5896 - output21_mean_squared_error: 30.9280 - output22_mean_squared_error: 22.9674 - output23_mean_squared_error: 15.6372 - output24_mean_squared_error: 22.5429 - output25_mean_squared_error: 28.3427 - output26_mean_squared_error: 14.8179 - output27_mean_squared_error: 29.8501 - output28_mean_squared_error: 23.6844 - output29_mean_squared_error: 31.6309 Epoch 875/2000 121/121 [==============================] - 0s 444us/step - loss: 658.8727 - output00_loss: 12.5513 - output01_loss: 15.2267 - output02_loss: 23.6074 - output03_loss: 33.8809 - output04_loss: 29.4825 - output05_loss: 18.7849 - output06_loss: 23.4759 - output07_loss: 25.0712 - output08_loss: 15.1230 - output09_loss: 19.9420 - output10_loss: 19.3930 - output11_loss: 20.9727 - output12_loss: 17.6989 - output13_loss: 27.4147 - output14_loss: 20.0717 - output15_loss: 30.1357 - output16_loss: 20.8880 - output17_loss: 23.6022 - output18_loss: 14.4324 - output19_loss: 12.1734 - output20_loss: 14.5822 - output21_loss: 30.9229 - output22_loss: 22.9647 - output23_loss: 15.6362 - output24_loss: 22.5391 - output25_loss: 28.3405 - output26_loss: 14.8166 - output27_loss: 29.8461 - output28_loss: 23.6766 - output29_loss: 31.6194 - output00_mean_squared_error: 12.5513 - output01_mean_squared_error: 15.2267 - output02_mean_squared_error: 23.6074 - output03_mean_squared_error: 33.8809 - output04_mean_squared_error: 29.4825 - output05_mean_squared_error: 18.7849 - output06_mean_squared_error: 23.4759 - output07_mean_squared_error: 25.0712 - output08_mean_squared_error: 15.1230 - output09_mean_squared_error: 19.9420 - output10_mean_squared_error: 19.3930 - output11_mean_squared_error: 20.9727 - output12_mean_squared_error: 17.6989 - output13_mean_squared_error: 27.4147 - output14_mean_squared_error: 20.0717 - output15_mean_squared_error: 30.1357 - output16_mean_squared_error: 20.8880 - output17_mean_squared_error: 23.6022 - output18_mean_squared_error: 14.4324 - output19_mean_squared_error: 12.1734 - output20_mean_squared_error: 14.5822 - output21_mean_squared_error: 30.9229 - output22_mean_squared_error: 22.9647 - output23_mean_squared_error: 15.6362 - output24_mean_squared_error: 22.5391 - output25_mean_squared_error: 28.3405 - output26_mean_squared_error: 14.8166 - output27_mean_squared_error: 29.8461 - output28_mean_squared_error: 23.6766 - output29_mean_squared_error: 31.6194 Epoch 876/2000 121/121 [==============================] - 0s 966us/step - loss: 658.7368 - output00_loss: 12.5505 - output01_loss: 15.2219 - output02_loss: 23.6016 - output03_loss: 33.8747 - output04_loss: 29.4737 - output05_loss: 18.7835 - output06_loss: 23.4661 - output07_loss: 25.0629 - output08_loss: 15.1194 - output09_loss: 19.9389 - output10_loss: 19.3917 - output11_loss: 20.9715 - output12_loss: 17.6948 - output13_loss: 27.4090 - output14_loss: 20.0654 - output15_loss: 30.1295 - output16_loss: 20.8873 - output17_loss: 23.5963 - output18_loss: 14.4310 - output19_loss: 12.1698 - output20_loss: 14.5747 - output21_loss: 30.9179 - output22_loss: 22.9620 - output23_loss: 15.6351 - output24_loss: 22.5352 - output25_loss: 28.3384 - output26_loss: 14.8152 - output27_loss: 29.8421 - output28_loss: 23.6689 - output29_loss: 31.6080 - output00_mean_squared_error: 12.5505 - output01_mean_squared_error: 15.2219 - output02_mean_squared_error: 23.6016 - output03_mean_squared_error: 33.8747 - output04_mean_squared_error: 29.4737 - output05_mean_squared_error: 18.7835 - output06_mean_squared_error: 23.4661 - output07_mean_squared_error: 25.0629 - output08_mean_squared_error: 15.1194 - output09_mean_squared_error: 19.9389 - output10_mean_squared_error: 19.3917 - output11_mean_squared_error: 20.9715 - output12_mean_squared_error: 17.6948 - output13_mean_squared_error: 27.4090 - output14_mean_squared_error: 20.0654 - output15_mean_squared_error: 30.1295 - output16_mean_squared_error: 20.8873 - output17_mean_squared_error: 23.5963 - output18_mean_squared_error: 14.4310 - output19_mean_squared_error: 12.1698 - output20_mean_squared_error: 14.5747 - output21_mean_squared_error: 30.9179 - output22_mean_squared_error: 22.9620 - output23_mean_squared_error: 15.6351 - output24_mean_squared_error: 22.5352 - output25_mean_squared_error: 28.3384 - output26_mean_squared_error: 14.8152 - output27_mean_squared_error: 29.8421 - output28_mean_squared_error: 23.6689 - output29_mean_squared_error: 31.6080 Epoch 877/2000 121/121 [==============================] - 0s 1ms/step - loss: 658.6013 - output00_loss: 12.5496 - output01_loss: 15.2171 - output02_loss: 23.5958 - output03_loss: 33.8686 - output04_loss: 29.4650 - output05_loss: 18.7821 - output06_loss: 23.4563 - output07_loss: 25.0546 - output08_loss: 15.1159 - output09_loss: 19.9358 - output10_loss: 19.3904 - output11_loss: 20.9702 - output12_loss: 17.6907 - output13_loss: 27.4034 - output14_loss: 20.0592 - output15_loss: 30.1233 - output16_loss: 20.8866 - output17_loss: 23.5903 - output18_loss: 14.4295 - output19_loss: 12.1663 - output20_loss: 14.5673 - output21_loss: 30.9129 - output22_loss: 22.9593 - output23_loss: 15.6341 - output24_loss: 22.5313 - output25_loss: 28.3362 - output26_loss: 14.8138 - output27_loss: 29.8381 - output28_loss: 23.6612 - output29_loss: 31.5965 - output00_mean_squared_error: 12.5496 - output01_mean_squared_error: 15.2171 - output02_mean_squared_error: 23.5958 - output03_mean_squared_error: 33.8686 - output04_mean_squared_error: 29.4650 - output05_mean_squared_error: 18.7821 - output06_mean_squared_error: 23.4563 - output07_mean_squared_error: 25.0546 - output08_mean_squared_error: 15.1159 - output09_mean_squared_error: 19.9358 - output10_mean_squared_error: 19.3904 - output11_mean_squared_error: 20.9702 - output12_mean_squared_error: 17.6907 - output13_mean_squared_error: 27.4034 - output14_mean_squared_error: 20.0592 - output15_mean_squared_error: 30.1233 - output16_mean_squared_error: 20.8866 - output17_mean_squared_error: 23.5903 - output18_mean_squared_error: 14.4295 - output19_mean_squared_error: 12.1663 - output20_mean_squared_error: 14.5673 - output21_mean_squared_error: 30.9129 - output22_mean_squared_error: 22.9593 - output23_mean_squared_error: 15.6341 - output24_mean_squared_error: 22.5313 - output25_mean_squared_error: 28.3362 - output26_mean_squared_error: 14.8138 - output27_mean_squared_error: 29.8381 - output28_mean_squared_error: 23.6612 - output29_mean_squared_error: 31.5965 Epoch 878/2000 121/121 [==============================] - 0s 853us/step - loss: 658.4660 - output00_loss: 12.5487 - output01_loss: 15.2123 - output02_loss: 23.5900 - output03_loss: 33.8625 - output04_loss: 29.4563 - output05_loss: 18.7806 - output06_loss: 23.4465 - output07_loss: 25.0464 - output08_loss: 15.1123 - output09_loss: 19.9327 - output10_loss: 19.3891 - output11_loss: 20.9690 - output12_loss: 17.6866 - output13_loss: 27.3977 - output14_loss: 20.0530 - output15_loss: 30.1171 - output16_loss: 20.8859 - output17_loss: 23.5844 - output18_loss: 14.4281 - output19_loss: 12.1627 - output20_loss: 14.5598 - output21_loss: 30.9079 - output22_loss: 22.9566 - output23_loss: 15.6330 - output24_loss: 22.5275 - output25_loss: 28.3341 - output26_loss: 14.8125 - output27_loss: 29.8341 - output28_loss: 23.6535 - output29_loss: 31.5851 - output00_mean_squared_error: 12.5487 - output01_mean_squared_error: 15.2123 - output02_mean_squared_error: 23.5900 - output03_mean_squared_error: 33.8625 - output04_mean_squared_error: 29.4563 - output05_mean_squared_error: 18.7806 - output06_mean_squared_error: 23.4465 - output07_mean_squared_error: 25.0464 - output08_mean_squared_error: 15.1123 - output09_mean_squared_error: 19.9327 - output10_mean_squared_error: 19.3891 - output11_mean_squared_error: 20.9690 - output12_mean_squared_error: 17.6866 - output13_mean_squared_error: 27.3977 - output14_mean_squared_error: 20.0530 - output15_mean_squared_error: 30.1171 - output16_mean_squared_error: 20.8859 - output17_mean_squared_error: 23.5844 - output18_mean_squared_error: 14.4281 - output19_mean_squared_error: 12.1627 - output20_mean_squared_error: 14.5598 - output21_mean_squared_error: 30.9079 - output22_mean_squared_error: 22.9566 - output23_mean_squared_error: 15.6330 - output24_mean_squared_error: 22.5275 - output25_mean_squared_error: 28.3341 - output26_mean_squared_error: 14.8125 - output27_mean_squared_error: 29.8341 - output28_mean_squared_error: 23.6535 - output29_mean_squared_error: 31.5851 Epoch 879/2000 121/121 [==============================] - 0s 1ms/step - loss: 658.3309 - output00_loss: 12.5479 - output01_loss: 15.2075 - output02_loss: 23.5842 - output03_loss: 33.8564 - output04_loss: 29.4476 - output05_loss: 18.7792 - output06_loss: 23.4368 - output07_loss: 25.0381 - output08_loss: 15.1088 - output09_loss: 19.9296 - output10_loss: 19.3878 - output11_loss: 20.9677 - output12_loss: 17.6825 - output13_loss: 27.3921 - output14_loss: 20.0468 - output15_loss: 30.1109 - output16_loss: 20.8851 - output17_loss: 23.5785 - output18_loss: 14.4267 - output19_loss: 12.1592 - output20_loss: 14.5524 - output21_loss: 30.9029 - output22_loss: 22.9540 - output23_loss: 15.6320 - output24_loss: 22.5237 - output25_loss: 28.3319 - output26_loss: 14.8111 - output27_loss: 29.8301 - output28_loss: 23.6458 - output29_loss: 31.5736 - output00_mean_squared_error: 12.5479 - output01_mean_squared_error: 15.2075 - output02_mean_squared_error: 23.5842 - output03_mean_squared_error: 33.8564 - output04_mean_squared_error: 29.4476 - output05_mean_squared_error: 18.7792 - output06_mean_squared_error: 23.4368 - output07_mean_squared_error: 25.0381 - output08_mean_squared_error: 15.1088 - output09_mean_squared_error: 19.9296 - output10_mean_squared_error: 19.3878 - output11_mean_squared_error: 20.9677 - output12_mean_squared_error: 17.6825 - output13_mean_squared_error: 27.3921 - output14_mean_squared_error: 20.0468 - output15_mean_squared_error: 30.1109 - output16_mean_squared_error: 20.8851 - output17_mean_squared_error: 23.5785 - output18_mean_squared_error: 14.4267 - output19_mean_squared_error: 12.1592 - output20_mean_squared_error: 14.5524 - output21_mean_squared_error: 30.9029 - output22_mean_squared_error: 22.9540 - output23_mean_squared_error: 15.6320 - output24_mean_squared_error: 22.5237 - output25_mean_squared_error: 28.3319 - output26_mean_squared_error: 14.8111 - output27_mean_squared_error: 29.8301 - output28_mean_squared_error: 23.6458 - output29_mean_squared_error: 31.5736 Epoch 880/2000 121/121 [==============================] - 0s 935us/step - loss: 658.1963 - output00_loss: 12.5471 - output01_loss: 15.2028 - output02_loss: 23.5785 - output03_loss: 33.8503 - output04_loss: 29.4389 - output05_loss: 18.7778 - output06_loss: 23.4270 - output07_loss: 25.0299 - output08_loss: 15.1053 - output09_loss: 19.9266 - output10_loss: 19.3865 - output11_loss: 20.9665 - output12_loss: 17.6784 - output13_loss: 27.3864 - output14_loss: 20.0406 - output15_loss: 30.1048 - output16_loss: 20.8844 - output17_loss: 23.5726 - output18_loss: 14.4252 - output19_loss: 12.1556 - output20_loss: 14.5451 - output21_loss: 30.8979 - output22_loss: 22.9513 - output23_loss: 15.6309 - output24_loss: 22.5199 - output25_loss: 28.3298 - output26_loss: 14.8098 - output27_loss: 29.8261 - output28_loss: 23.6381 - output29_loss: 31.5622 - output00_mean_squared_error: 12.5471 - output01_mean_squared_error: 15.2028 - output02_mean_squared_error: 23.5785 - output03_mean_squared_error: 33.8503 - output04_mean_squared_error: 29.4389 - output05_mean_squared_error: 18.7778 - output06_mean_squared_error: 23.4270 - output07_mean_squared_error: 25.0299 - output08_mean_squared_error: 15.1053 - output09_mean_squared_error: 19.9266 - output10_mean_squared_error: 19.3865 - output11_mean_squared_error: 20.9665 - output12_mean_squared_error: 17.6784 - output13_mean_squared_error: 27.3864 - output14_mean_squared_error: 20.0406 - output15_mean_squared_error: 30.1048 - output16_mean_squared_error: 20.8844 - output17_mean_squared_error: 23.5726 - output18_mean_squared_error: 14.4252 - output19_mean_squared_error: 12.1556 - output20_mean_squared_error: 14.5451 - output21_mean_squared_error: 30.8979 - output22_mean_squared_error: 22.9513 - output23_mean_squared_error: 15.6309 - output24_mean_squared_error: 22.5199 - output25_mean_squared_error: 28.3298 - output26_mean_squared_error: 14.8098 - output27_mean_squared_error: 29.8261 - output28_mean_squared_error: 23.6381 - output29_mean_squared_error: 31.5622 Epoch 881/2000 121/121 [==============================] - 0s 1ms/step - loss: 658.0620 - output00_loss: 12.5462 - output01_loss: 15.1980 - output02_loss: 23.5727 - output03_loss: 33.8442 - output04_loss: 29.4302 - output05_loss: 18.7764 - output06_loss: 23.4173 - output07_loss: 25.0217 - output08_loss: 15.1017 - output09_loss: 19.9235 - output10_loss: 19.3852 - output11_loss: 20.9653 - output12_loss: 17.6743 - output13_loss: 27.3808 - output14_loss: 20.0345 - output15_loss: 30.0986 - output16_loss: 20.8837 - output17_loss: 23.5668 - output18_loss: 14.4238 - output19_loss: 12.1521 - output20_loss: 14.5377 - output21_loss: 30.8930 - output22_loss: 22.9486 - output23_loss: 15.6299 - output24_loss: 22.5161 - output25_loss: 28.3277 - output26_loss: 14.8084 - output27_loss: 29.8222 - output28_loss: 23.6305 - output29_loss: 31.5509 - output00_mean_squared_error: 12.5462 - output01_mean_squared_error: 15.1980 - output02_mean_squared_error: 23.5727 - output03_mean_squared_error: 33.8442 - output04_mean_squared_error: 29.4302 - output05_mean_squared_error: 18.7764 - output06_mean_squared_error: 23.4173 - output07_mean_squared_error: 25.0217 - output08_mean_squared_error: 15.1017 - output09_mean_squared_error: 19.9235 - output10_mean_squared_error: 19.3852 - output11_mean_squared_error: 20.9653 - output12_mean_squared_error: 17.6743 - output13_mean_squared_error: 27.3808 - output14_mean_squared_error: 20.0345 - output15_mean_squared_error: 30.0986 - output16_mean_squared_error: 20.8837 - output17_mean_squared_error: 23.5668 - output18_mean_squared_error: 14.4238 - output19_mean_squared_error: 12.1521 - output20_mean_squared_error: 14.5377 - output21_mean_squared_error: 30.8930 - output22_mean_squared_error: 22.9486 - output23_mean_squared_error: 15.6299 - output24_mean_squared_error: 22.5161 - output25_mean_squared_error: 28.3277 - output26_mean_squared_error: 14.8084 - output27_mean_squared_error: 29.8222 - output28_mean_squared_error: 23.6305 - output29_mean_squared_error: 31.5509 Epoch 882/2000 121/121 [==============================] - 0s 1ms/step - loss: 657.9282 - output00_loss: 12.5454 - output01_loss: 15.1932 - output02_loss: 23.5670 - output03_loss: 33.8382 - output04_loss: 29.4216 - output05_loss: 18.7750 - output06_loss: 23.4076 - output07_loss: 25.0135 - output08_loss: 15.0982 - output09_loss: 19.9205 - output10_loss: 19.3839 - output11_loss: 20.9641 - output12_loss: 17.6703 - output13_loss: 27.3752 - output14_loss: 20.0283 - output15_loss: 30.0925 - output16_loss: 20.8830 - output17_loss: 23.5609 - output18_loss: 14.4224 - output19_loss: 12.1486 - output20_loss: 14.5303 - output21_loss: 30.8881 - output22_loss: 22.9460 - output23_loss: 15.6289 - output24_loss: 22.5123 - output25_loss: 28.3255 - output26_loss: 14.8071 - output27_loss: 29.8182 - output28_loss: 23.6228 - output29_loss: 31.5395 - output00_mean_squared_error: 12.5454 - output01_mean_squared_error: 15.1932 - output02_mean_squared_error: 23.5670 - output03_mean_squared_error: 33.8382 - output04_mean_squared_error: 29.4216 - output05_mean_squared_error: 18.7750 - output06_mean_squared_error: 23.4076 - output07_mean_squared_error: 25.0135 - output08_mean_squared_error: 15.0982 - output09_mean_squared_error: 19.9205 - output10_mean_squared_error: 19.3839 - output11_mean_squared_error: 20.9641 - output12_mean_squared_error: 17.6703 - output13_mean_squared_error: 27.3752 - output14_mean_squared_error: 20.0283 - output15_mean_squared_error: 30.0925 - output16_mean_squared_error: 20.8830 - output17_mean_squared_error: 23.5609 - output18_mean_squared_error: 14.4224 - output19_mean_squared_error: 12.1486 - output20_mean_squared_error: 14.5303 - output21_mean_squared_error: 30.8881 - output22_mean_squared_error: 22.9460 - output23_mean_squared_error: 15.6289 - output24_mean_squared_error: 22.5123 - output25_mean_squared_error: 28.3255 - output26_mean_squared_error: 14.8071 - output27_mean_squared_error: 29.8182 - output28_mean_squared_error: 23.6228 - output29_mean_squared_error: 31.5395 Epoch 883/2000 121/121 [==============================] - 0s 1ms/step - loss: 657.7945 - output00_loss: 12.5446 - output01_loss: 15.1885 - output02_loss: 23.5612 - output03_loss: 33.8322 - output04_loss: 29.4129 - output05_loss: 18.7737 - output06_loss: 23.3980 - output07_loss: 25.0054 - output08_loss: 15.0948 - output09_loss: 19.9175 - output10_loss: 19.3826 - output11_loss: 20.9629 - output12_loss: 17.6662 - output13_loss: 27.3696 - output14_loss: 20.0222 - output15_loss: 30.0864 - output16_loss: 20.8823 - output17_loss: 23.5551 - output18_loss: 14.4210 - output19_loss: 12.1450 - output20_loss: 14.5230 - output21_loss: 30.8832 - output22_loss: 22.9433 - output23_loss: 15.6278 - output24_loss: 22.5085 - output25_loss: 28.3234 - output26_loss: 14.8058 - output27_loss: 29.8143 - output28_loss: 23.6152 - output29_loss: 31.5281 - output00_mean_squared_error: 12.5446 - output01_mean_squared_error: 15.1885 - output02_mean_squared_error: 23.5612 - output03_mean_squared_error: 33.8322 - output04_mean_squared_error: 29.4129 - output05_mean_squared_error: 18.7737 - output06_mean_squared_error: 23.3980 - output07_mean_squared_error: 25.0054 - output08_mean_squared_error: 15.0948 - output09_mean_squared_error: 19.9175 - output10_mean_squared_error: 19.3826 - output11_mean_squared_error: 20.9629 - output12_mean_squared_error: 17.6662 - output13_mean_squared_error: 27.3696 - output14_mean_squared_error: 20.0222 - output15_mean_squared_error: 30.0864 - output16_mean_squared_error: 20.8823 - output17_mean_squared_error: 23.5551 - output18_mean_squared_error: 14.4210 - output19_mean_squared_error: 12.1450 - output20_mean_squared_error: 14.5230 - output21_mean_squared_error: 30.8832 - output22_mean_squared_error: 22.9433 - output23_mean_squared_error: 15.6278 - output24_mean_squared_error: 22.5085 - output25_mean_squared_error: 28.3234 - output26_mean_squared_error: 14.8058 - output27_mean_squared_error: 29.8143 - output28_mean_squared_error: 23.6152 - output29_mean_squared_error: 31.5281 Epoch 884/2000 121/121 [==============================] - 0s 612us/step - loss: 657.6611 - output00_loss: 12.5437 - output01_loss: 15.1838 - output02_loss: 23.5555 - output03_loss: 33.8262 - output04_loss: 29.4043 - output05_loss: 18.7723 - output06_loss: 23.3883 - output07_loss: 24.9972 - output08_loss: 15.0913 - output09_loss: 19.9145 - output10_loss: 19.3813 - output11_loss: 20.9617 - output12_loss: 17.6622 - output13_loss: 27.3640 - output14_loss: 20.0160 - output15_loss: 30.0802 - output16_loss: 20.8816 - output17_loss: 23.5493 - output18_loss: 14.4196 - output19_loss: 12.1415 - output20_loss: 14.5157 - output21_loss: 30.8783 - output22_loss: 22.9407 - output23_loss: 15.6268 - output24_loss: 22.5047 - output25_loss: 28.3213 - output26_loss: 14.8045 - output27_loss: 29.8103 - output28_loss: 23.6076 - output29_loss: 31.5168 - output00_mean_squared_error: 12.5437 - output01_mean_squared_error: 15.1838 - output02_mean_squared_error: 23.5555 - output03_mean_squared_error: 33.8262 - output04_mean_squared_error: 29.4043 - output05_mean_squared_error: 18.7723 - output06_mean_squared_error: 23.3883 - output07_mean_squared_error: 24.9972 - output08_mean_squared_error: 15.0913 - output09_mean_squared_error: 19.9145 - output10_mean_squared_error: 19.3813 - output11_mean_squared_error: 20.9617 - output12_mean_squared_error: 17.6622 - output13_mean_squared_error: 27.3640 - output14_mean_squared_error: 20.0160 - output15_mean_squared_error: 30.0802 - output16_mean_squared_error: 20.8816 - output17_mean_squared_error: 23.5493 - output18_mean_squared_error: 14.4196 - output19_mean_squared_error: 12.1415 - output20_mean_squared_error: 14.5157 - output21_mean_squared_error: 30.8783 - output22_mean_squared_error: 22.9407 - output23_mean_squared_error: 15.6268 - output24_mean_squared_error: 22.5047 - output25_mean_squared_error: 28.3213 - output26_mean_squared_error: 14.8045 - output27_mean_squared_error: 29.8103 - output28_mean_squared_error: 23.6076 - output29_mean_squared_error: 31.5168 Epoch 885/2000 121/121 [==============================] - 0s 455us/step - loss: 657.5281 - output00_loss: 12.5429 - output01_loss: 15.1791 - output02_loss: 23.5498 - output03_loss: 33.8202 - output04_loss: 29.3956 - output05_loss: 18.7709 - output06_loss: 23.3787 - output07_loss: 24.9891 - output08_loss: 15.0878 - output09_loss: 19.9115 - output10_loss: 19.3801 - output11_loss: 20.9605 - output12_loss: 17.6582 - output13_loss: 27.3584 - output14_loss: 20.0099 - output15_loss: 30.0741 - output16_loss: 20.8809 - output17_loss: 23.5435 - output18_loss: 14.4182 - output19_loss: 12.1380 - output20_loss: 14.5084 - output21_loss: 30.8734 - output22_loss: 22.9381 - output23_loss: 15.6258 - output24_loss: 22.5010 - output25_loss: 28.3192 - output26_loss: 14.8031 - output27_loss: 29.8064 - output28_loss: 23.6000 - output29_loss: 31.5055 - output00_mean_squared_error: 12.5429 - output01_mean_squared_error: 15.1791 - output02_mean_squared_error: 23.5498 - output03_mean_squared_error: 33.8202 - output04_mean_squared_error: 29.3956 - output05_mean_squared_error: 18.7709 - output06_mean_squared_error: 23.3787 - output07_mean_squared_error: 24.9891 - output08_mean_squared_error: 15.0878 - output09_mean_squared_error: 19.9115 - output10_mean_squared_error: 19.3801 - output11_mean_squared_error: 20.9605 - output12_mean_squared_error: 17.6582 - output13_mean_squared_error: 27.3584 - output14_mean_squared_error: 20.0099 - output15_mean_squared_error: 30.0741 - output16_mean_squared_error: 20.8809 - output17_mean_squared_error: 23.5435 - output18_mean_squared_error: 14.4182 - output19_mean_squared_error: 12.1380 - output20_mean_squared_error: 14.5084 - output21_mean_squared_error: 30.8734 - output22_mean_squared_error: 22.9381 - output23_mean_squared_error: 15.6258 - output24_mean_squared_error: 22.5010 - output25_mean_squared_error: 28.3192 - output26_mean_squared_error: 14.8031 - output27_mean_squared_error: 29.8064 - output28_mean_squared_error: 23.6000 - output29_mean_squared_error: 31.5055 Epoch 886/2000 121/121 [==============================] - 0s 1ms/step - loss: 657.3955 - output00_loss: 12.5421 - output01_loss: 15.1744 - output02_loss: 23.5441 - output03_loss: 33.8142 - output04_loss: 29.3870 - output05_loss: 18.7695 - output06_loss: 23.3690 - output07_loss: 24.9809 - output08_loss: 15.0844 - output09_loss: 19.9085 - output10_loss: 19.3788 - output11_loss: 20.9593 - output12_loss: 17.6542 - output13_loss: 27.3528 - output14_loss: 20.0038 - output15_loss: 30.0680 - output16_loss: 20.8802 - output17_loss: 23.5378 - output18_loss: 14.4168 - output19_loss: 12.1345 - output20_loss: 14.5011 - output21_loss: 30.8685 - output22_loss: 22.9355 - output23_loss: 15.6248 - output24_loss: 22.4972 - output25_loss: 28.3171 - output26_loss: 14.8018 - output27_loss: 29.8025 - output28_loss: 23.5924 - output29_loss: 31.4942 - output00_mean_squared_error: 12.5421 - output01_mean_squared_error: 15.1744 - output02_mean_squared_error: 23.5441 - output03_mean_squared_error: 33.8142 - output04_mean_squared_error: 29.3870 - output05_mean_squared_error: 18.7695 - output06_mean_squared_error: 23.3690 - output07_mean_squared_error: 24.9809 - output08_mean_squared_error: 15.0844 - output09_mean_squared_error: 19.9085 - output10_mean_squared_error: 19.3788 - output11_mean_squared_error: 20.9593 - output12_mean_squared_error: 17.6542 - output13_mean_squared_error: 27.3528 - output14_mean_squared_error: 20.0038 - output15_mean_squared_error: 30.0680 - output16_mean_squared_error: 20.8802 - output17_mean_squared_error: 23.5378 - output18_mean_squared_error: 14.4168 - output19_mean_squared_error: 12.1345 - output20_mean_squared_error: 14.5011 - output21_mean_squared_error: 30.8685 - output22_mean_squared_error: 22.9355 - output23_mean_squared_error: 15.6248 - output24_mean_squared_error: 22.4972 - output25_mean_squared_error: 28.3171 - output26_mean_squared_error: 14.8018 - output27_mean_squared_error: 29.8025 - output28_mean_squared_error: 23.5924 - output29_mean_squared_error: 31.4942 Epoch 887/2000 121/121 [==============================] - 0s 1ms/step - loss: 657.2632 - output00_loss: 12.5413 - output01_loss: 15.1697 - output02_loss: 23.5385 - output03_loss: 33.8083 - output04_loss: 29.3784 - output05_loss: 18.7682 - output06_loss: 23.3594 - output07_loss: 24.9728 - output08_loss: 15.0809 - output09_loss: 19.9055 - output10_loss: 19.3775 - output11_loss: 20.9581 - output12_loss: 17.6502 - output13_loss: 27.3472 - output14_loss: 19.9977 - output15_loss: 30.0620 - output16_loss: 20.8795 - output17_loss: 23.5320 - output18_loss: 14.4155 - output19_loss: 12.1310 - output20_loss: 14.4938 - output21_loss: 30.8637 - output22_loss: 22.9329 - output23_loss: 15.6238 - output24_loss: 22.4935 - output25_loss: 28.3151 - output26_loss: 14.8005 - output27_loss: 29.7986 - output28_loss: 23.5848 - output29_loss: 31.4829 - output00_mean_squared_error: 12.5413 - output01_mean_squared_error: 15.1697 - output02_mean_squared_error: 23.5385 - output03_mean_squared_error: 33.8083 - output04_mean_squared_error: 29.3784 - output05_mean_squared_error: 18.7682 - output06_mean_squared_error: 23.3594 - output07_mean_squared_error: 24.9728 - output08_mean_squared_error: 15.0809 - output09_mean_squared_error: 19.9055 - output10_mean_squared_error: 19.3775 - output11_mean_squared_error: 20.9581 - output12_mean_squared_error: 17.6502 - output13_mean_squared_error: 27.3472 - output14_mean_squared_error: 19.9977 - output15_mean_squared_error: 30.0620 - output16_mean_squared_error: 20.8795 - output17_mean_squared_error: 23.5320 - output18_mean_squared_error: 14.4155 - output19_mean_squared_error: 12.1310 - output20_mean_squared_error: 14.4938 - output21_mean_squared_error: 30.8637 - output22_mean_squared_error: 22.9329 - output23_mean_squared_error: 15.6238 - output24_mean_squared_error: 22.4935 - output25_mean_squared_error: 28.3151 - output26_mean_squared_error: 14.8005 - output27_mean_squared_error: 29.7986 - output28_mean_squared_error: 23.5848 - output29_mean_squared_error: 31.4829 Epoch 888/2000 121/121 [==============================] - 0s 1ms/step - loss: 657.1313 - output00_loss: 12.5405 - output01_loss: 15.1650 - output02_loss: 23.5328 - output03_loss: 33.8023 - output04_loss: 29.3698 - output05_loss: 18.7668 - output06_loss: 23.3499 - output07_loss: 24.9648 - output08_loss: 15.0775 - output09_loss: 19.9026 - output10_loss: 19.3763 - output11_loss: 20.9570 - output12_loss: 17.6462 - output13_loss: 27.3417 - output14_loss: 19.9916 - output15_loss: 30.0559 - output16_loss: 20.8788 - output17_loss: 23.5263 - output18_loss: 14.4141 - output19_loss: 12.1275 - output20_loss: 14.4866 - output21_loss: 30.8589 - output22_loss: 22.9303 - output23_loss: 15.6227 - output24_loss: 22.4898 - output25_loss: 28.3130 - output26_loss: 14.7992 - output27_loss: 29.7947 - output28_loss: 23.5772 - output29_loss: 31.4717 - output00_mean_squared_error: 12.5405 - output01_mean_squared_error: 15.1650 - output02_mean_squared_error: 23.5328 - output03_mean_squared_error: 33.8023 - output04_mean_squared_error: 29.3698 - output05_mean_squared_error: 18.7668 - output06_mean_squared_error: 23.3499 - output07_mean_squared_error: 24.9648 - output08_mean_squared_error: 15.0775 - output09_mean_squared_error: 19.9026 - output10_mean_squared_error: 19.3763 - output11_mean_squared_error: 20.9570 - output12_mean_squared_error: 17.6462 - output13_mean_squared_error: 27.3417 - output14_mean_squared_error: 19.9916 - output15_mean_squared_error: 30.0559 - output16_mean_squared_error: 20.8788 - output17_mean_squared_error: 23.5263 - output18_mean_squared_error: 14.4141 - output19_mean_squared_error: 12.1275 - output20_mean_squared_error: 14.4866 - output21_mean_squared_error: 30.8589 - output22_mean_squared_error: 22.9303 - output23_mean_squared_error: 15.6227 - output24_mean_squared_error: 22.4898 - output25_mean_squared_error: 28.3130 - output26_mean_squared_error: 14.7992 - output27_mean_squared_error: 29.7947 - output28_mean_squared_error: 23.5772 - output29_mean_squared_error: 31.4717 Epoch 889/2000 121/121 [==============================] - 0s 1ms/step - loss: 656.9995 - output00_loss: 12.5397 - output01_loss: 15.1603 - output02_loss: 23.5271 - output03_loss: 33.7964 - output04_loss: 29.3613 - output05_loss: 18.7655 - output06_loss: 23.3403 - output07_loss: 24.9567 - output08_loss: 15.0741 - output09_loss: 19.8996 - output10_loss: 19.3750 - output11_loss: 20.9558 - output12_loss: 17.6423 - output13_loss: 27.3361 - output14_loss: 19.9856 - output15_loss: 30.0498 - output16_loss: 20.8781 - output17_loss: 23.5206 - output18_loss: 14.4127 - output19_loss: 12.1240 - output20_loss: 14.4794 - output21_loss: 30.8541 - output22_loss: 22.9277 - output23_loss: 15.6217 - output24_loss: 22.4860 - output25_loss: 28.3109 - output26_loss: 14.7980 - output27_loss: 29.7908 - output28_loss: 23.5697 - output29_loss: 31.4604 - output00_mean_squared_error: 12.5397 - output01_mean_squared_error: 15.1603 - output02_mean_squared_error: 23.5271 - output03_mean_squared_error: 33.7964 - output04_mean_squared_error: 29.3613 - output05_mean_squared_error: 18.7655 - output06_mean_squared_error: 23.3403 - output07_mean_squared_error: 24.9567 - output08_mean_squared_error: 15.0741 - output09_mean_squared_error: 19.8996 - output10_mean_squared_error: 19.3750 - output11_mean_squared_error: 20.9558 - output12_mean_squared_error: 17.6423 - output13_mean_squared_error: 27.3361 - output14_mean_squared_error: 19.9856 - output15_mean_squared_error: 30.0498 - output16_mean_squared_error: 20.8781 - output17_mean_squared_error: 23.5206 - output18_mean_squared_error: 14.4127 - output19_mean_squared_error: 12.1240 - output20_mean_squared_error: 14.4794 - output21_mean_squared_error: 30.8541 - output22_mean_squared_error: 22.9277 - output23_mean_squared_error: 15.6217 - output24_mean_squared_error: 22.4860 - output25_mean_squared_error: 28.3109 - output26_mean_squared_error: 14.7980 - output27_mean_squared_error: 29.7908 - output28_mean_squared_error: 23.5697 - output29_mean_squared_error: 31.4604 Epoch 890/2000 121/121 [==============================] - 0s 1ms/step - loss: 656.8683 - output00_loss: 12.5389 - output01_loss: 15.1556 - output02_loss: 23.5215 - output03_loss: 33.7905 - output04_loss: 29.3527 - output05_loss: 18.7641 - output06_loss: 23.3308 - output07_loss: 24.9486 - output08_loss: 15.0706 - output09_loss: 19.8967 - output10_loss: 19.3738 - output11_loss: 20.9546 - output12_loss: 17.6383 - output13_loss: 27.3306 - output14_loss: 19.9795 - output15_loss: 30.0438 - output16_loss: 20.8774 - output17_loss: 23.5149 - output18_loss: 14.4114 - output19_loss: 12.1205 - output20_loss: 14.4722 - output21_loss: 30.8493 - output22_loss: 22.9251 - output23_loss: 15.6207 - output24_loss: 22.4823 - output25_loss: 28.3089 - output26_loss: 14.7967 - output27_loss: 29.7870 - output28_loss: 23.5621 - output29_loss: 31.4492 - output00_mean_squared_error: 12.5389 - output01_mean_squared_error: 15.1556 - output02_mean_squared_error: 23.5215 - output03_mean_squared_error: 33.7905 - output04_mean_squared_error: 29.3527 - output05_mean_squared_error: 18.7641 - output06_mean_squared_error: 23.3308 - output07_mean_squared_error: 24.9486 - output08_mean_squared_error: 15.0706 - output09_mean_squared_error: 19.8967 - output10_mean_squared_error: 19.3738 - output11_mean_squared_error: 20.9546 - output12_mean_squared_error: 17.6383 - output13_mean_squared_error: 27.3306 - output14_mean_squared_error: 19.9795 - output15_mean_squared_error: 30.0438 - output16_mean_squared_error: 20.8774 - output17_mean_squared_error: 23.5149 - output18_mean_squared_error: 14.4114 - output19_mean_squared_error: 12.1205 - output20_mean_squared_error: 14.4722 - output21_mean_squared_error: 30.8493 - output22_mean_squared_error: 22.9251 - output23_mean_squared_error: 15.6207 - output24_mean_squared_error: 22.4823 - output25_mean_squared_error: 28.3089 - output26_mean_squared_error: 14.7967 - output27_mean_squared_error: 29.7870 - output28_mean_squared_error: 23.5621 - output29_mean_squared_error: 31.4492 Epoch 891/2000 121/121 [==============================] - 0s 717us/step - loss: 656.7372 - output00_loss: 12.5381 - output01_loss: 15.1510 - output02_loss: 23.5159 - output03_loss: 33.7847 - output04_loss: 29.3442 - output05_loss: 18.7628 - output06_loss: 23.3212 - output07_loss: 24.9406 - output08_loss: 15.0672 - output09_loss: 19.8937 - output10_loss: 19.3725 - output11_loss: 20.9535 - output12_loss: 17.6344 - output13_loss: 27.3250 - output14_loss: 19.9734 - output15_loss: 30.0378 - output16_loss: 20.8767 - output17_loss: 23.5092 - output18_loss: 14.4100 - output19_loss: 12.1170 - output20_loss: 14.4650 - output21_loss: 30.8445 - output22_loss: 22.9225 - output23_loss: 15.6197 - output24_loss: 22.4787 - output25_loss: 28.3068 - output26_loss: 14.7954 - output27_loss: 29.7831 - output28_loss: 23.5546 - output29_loss: 31.4380 - output00_mean_squared_error: 12.5381 - output01_mean_squared_error: 15.1510 - output02_mean_squared_error: 23.5159 - output03_mean_squared_error: 33.7847 - output04_mean_squared_error: 29.3442 - output05_mean_squared_error: 18.7628 - output06_mean_squared_error: 23.3212 - output07_mean_squared_error: 24.9406 - output08_mean_squared_error: 15.0672 - output09_mean_squared_error: 19.8937 - output10_mean_squared_error: 19.3725 - output11_mean_squared_error: 20.9535 - output12_mean_squared_error: 17.6344 - output13_mean_squared_error: 27.3250 - output14_mean_squared_error: 19.9734 - output15_mean_squared_error: 30.0378 - output16_mean_squared_error: 20.8767 - output17_mean_squared_error: 23.5092 - output18_mean_squared_error: 14.4100 - output19_mean_squared_error: 12.1170 - output20_mean_squared_error: 14.4650 - output21_mean_squared_error: 30.8445 - output22_mean_squared_error: 22.9225 - output23_mean_squared_error: 15.6197 - output24_mean_squared_error: 22.4787 - output25_mean_squared_error: 28.3068 - output26_mean_squared_error: 14.7954 - output27_mean_squared_error: 29.7831 - output28_mean_squared_error: 23.5546 - output29_mean_squared_error: 31.4380 Epoch 892/2000 121/121 [==============================] - 0s 1ms/step - loss: 656.6064 - output00_loss: 12.5373 - output01_loss: 15.1463 - output02_loss: 23.5103 - output03_loss: 33.7788 - output04_loss: 29.3356 - output05_loss: 18.7614 - output06_loss: 23.3117 - output07_loss: 24.9325 - output08_loss: 15.0639 - output09_loss: 19.8908 - output10_loss: 19.3713 - output11_loss: 20.9523 - output12_loss: 17.6305 - output13_loss: 27.3195 - output14_loss: 19.9674 - output15_loss: 30.0317 - output16_loss: 20.8761 - output17_loss: 23.5035 - output18_loss: 14.4087 - output19_loss: 12.1135 - output20_loss: 14.4578 - output21_loss: 30.8398 - output22_loss: 22.9200 - output23_loss: 15.6188 - output24_loss: 22.4750 - output25_loss: 28.3048 - output26_loss: 14.7941 - output27_loss: 29.7792 - output28_loss: 23.5471 - output29_loss: 31.4268 - output00_mean_squared_error: 12.5373 - output01_mean_squared_error: 15.1463 - output02_mean_squared_error: 23.5103 - output03_mean_squared_error: 33.7788 - output04_mean_squared_error: 29.3356 - output05_mean_squared_error: 18.7614 - output06_mean_squared_error: 23.3117 - output07_mean_squared_error: 24.9325 - output08_mean_squared_error: 15.0639 - output09_mean_squared_error: 19.8908 - output10_mean_squared_error: 19.3713 - output11_mean_squared_error: 20.9523 - output12_mean_squared_error: 17.6305 - output13_mean_squared_error: 27.3195 - output14_mean_squared_error: 19.9674 - output15_mean_squared_error: 30.0317 - output16_mean_squared_error: 20.8761 - output17_mean_squared_error: 23.5035 - output18_mean_squared_error: 14.4087 - output19_mean_squared_error: 12.1135 - output20_mean_squared_error: 14.4578 - output21_mean_squared_error: 30.8398 - output22_mean_squared_error: 22.9200 - output23_mean_squared_error: 15.6188 - output24_mean_squared_error: 22.4750 - output25_mean_squared_error: 28.3048 - output26_mean_squared_error: 14.7941 - output27_mean_squared_error: 29.7792 - output28_mean_squared_error: 23.5471 - output29_mean_squared_error: 31.4268 Epoch 893/2000 121/121 [==============================] - 0s 1ms/step - loss: 656.4760 - output00_loss: 12.5365 - output01_loss: 15.1417 - output02_loss: 23.5047 - output03_loss: 33.7730 - output04_loss: 29.3271 - output05_loss: 18.7601 - output06_loss: 23.3022 - output07_loss: 24.9245 - output08_loss: 15.0605 - output09_loss: 19.8879 - output10_loss: 19.3701 - output11_loss: 20.9512 - output12_loss: 17.6266 - output13_loss: 27.3140 - output14_loss: 19.9614 - output15_loss: 30.0257 - output16_loss: 20.8754 - output17_loss: 23.4979 - output18_loss: 14.4073 - output19_loss: 12.1100 - output20_loss: 14.4506 - output21_loss: 30.8351 - output22_loss: 22.9174 - output23_loss: 15.6178 - output24_loss: 22.4713 - output25_loss: 28.3027 - output26_loss: 14.7929 - output27_loss: 29.7754 - output28_loss: 23.5396 - output29_loss: 31.4156 - output00_mean_squared_error: 12.5365 - output01_mean_squared_error: 15.1417 - output02_mean_squared_error: 23.5047 - output03_mean_squared_error: 33.7730 - output04_mean_squared_error: 29.3271 - output05_mean_squared_error: 18.7601 - output06_mean_squared_error: 23.3022 - output07_mean_squared_error: 24.9245 - output08_mean_squared_error: 15.0605 - output09_mean_squared_error: 19.8879 - output10_mean_squared_error: 19.3701 - output11_mean_squared_error: 20.9512 - output12_mean_squared_error: 17.6266 - output13_mean_squared_error: 27.3140 - output14_mean_squared_error: 19.9614 - output15_mean_squared_error: 30.0257 - output16_mean_squared_error: 20.8754 - output17_mean_squared_error: 23.4979 - output18_mean_squared_error: 14.4073 - output19_mean_squared_error: 12.1100 - output20_mean_squared_error: 14.4506 - output21_mean_squared_error: 30.8351 - output22_mean_squared_error: 22.9174 - output23_mean_squared_error: 15.6178 - output24_mean_squared_error: 22.4713 - output25_mean_squared_error: 28.3027 - output26_mean_squared_error: 14.7929 - output27_mean_squared_error: 29.7754 - output28_mean_squared_error: 23.5396 - output29_mean_squared_error: 31.4156 Epoch 894/2000 121/121 [==============================] - 0s 547us/step - loss: 656.3460 - output00_loss: 12.5357 - output01_loss: 15.1371 - output02_loss: 23.4991 - output03_loss: 33.7672 - output04_loss: 29.3186 - output05_loss: 18.7588 - output06_loss: 23.2928 - output07_loss: 24.9165 - output08_loss: 15.0571 - output09_loss: 19.8850 - output10_loss: 19.3689 - output11_loss: 20.9501 - output12_loss: 17.6227 - output13_loss: 27.3085 - output14_loss: 19.9554 - output15_loss: 30.0197 - output16_loss: 20.8747 - output17_loss: 23.4922 - output18_loss: 14.4060 - output19_loss: 12.1065 - output20_loss: 14.4435 - output21_loss: 30.8303 - output22_loss: 22.9149 - output23_loss: 15.6168 - output24_loss: 22.4676 - output25_loss: 28.3007 - output26_loss: 14.7916 - output27_loss: 29.7716 - output28_loss: 23.5321 - output29_loss: 31.4045 - output00_mean_squared_error: 12.5357 - output01_mean_squared_error: 15.1371 - output02_mean_squared_error: 23.4991 - output03_mean_squared_error: 33.7672 - output04_mean_squared_error: 29.3186 - output05_mean_squared_error: 18.7588 - output06_mean_squared_error: 23.2928 - output07_mean_squared_error: 24.9165 - output08_mean_squared_error: 15.0571 - output09_mean_squared_error: 19.8850 - output10_mean_squared_error: 19.3689 - output11_mean_squared_error: 20.9501 - output12_mean_squared_error: 17.6227 - output13_mean_squared_error: 27.3085 - output14_mean_squared_error: 19.9554 - output15_mean_squared_error: 30.0197 - output16_mean_squared_error: 20.8747 - output17_mean_squared_error: 23.4922 - output18_mean_squared_error: 14.4060 - output19_mean_squared_error: 12.1065 - output20_mean_squared_error: 14.4435 - output21_mean_squared_error: 30.8303 - output22_mean_squared_error: 22.9149 - output23_mean_squared_error: 15.6168 - output24_mean_squared_error: 22.4676 - output25_mean_squared_error: 28.3007 - output26_mean_squared_error: 14.7916 - output27_mean_squared_error: 29.7716 - output28_mean_squared_error: 23.5321 - output29_mean_squared_error: 31.4045 Epoch 895/2000 121/121 [==============================] - 0s 1ms/step - loss: 656.2162 - output00_loss: 12.5349 - output01_loss: 15.1325 - output02_loss: 23.4935 - output03_loss: 33.7614 - output04_loss: 29.3101 - output05_loss: 18.7575 - output06_loss: 23.2833 - output07_loss: 24.9086 - output08_loss: 15.0537 - output09_loss: 19.8821 - output10_loss: 19.3676 - output11_loss: 20.9489 - output12_loss: 17.6188 - output13_loss: 27.3030 - output14_loss: 19.9494 - output15_loss: 30.0137 - output16_loss: 20.8741 - output17_loss: 23.4866 - output18_loss: 14.4047 - output19_loss: 12.1030 - output20_loss: 14.4364 - output21_loss: 30.8256 - output22_loss: 22.9124 - output23_loss: 15.6158 - output24_loss: 22.4640 - output25_loss: 28.2987 - output26_loss: 14.7903 - output27_loss: 29.7677 - output28_loss: 23.5246 - output29_loss: 31.3933 - output00_mean_squared_error: 12.5349 - output01_mean_squared_error: 15.1325 - output02_mean_squared_error: 23.4935 - output03_mean_squared_error: 33.7614 - output04_mean_squared_error: 29.3101 - output05_mean_squared_error: 18.7575 - output06_mean_squared_error: 23.2833 - output07_mean_squared_error: 24.9086 - output08_mean_squared_error: 15.0537 - output09_mean_squared_error: 19.8821 - output10_mean_squared_error: 19.3676 - output11_mean_squared_error: 20.9489 - output12_mean_squared_error: 17.6188 - output13_mean_squared_error: 27.3030 - output14_mean_squared_error: 19.9494 - output15_mean_squared_error: 30.0137 - output16_mean_squared_error: 20.8741 - output17_mean_squared_error: 23.4866 - output18_mean_squared_error: 14.4047 - output19_mean_squared_error: 12.1030 - output20_mean_squared_error: 14.4364 - output21_mean_squared_error: 30.8256 - output22_mean_squared_error: 22.9124 - output23_mean_squared_error: 15.6158 - output24_mean_squared_error: 22.4640 - output25_mean_squared_error: 28.2987 - output26_mean_squared_error: 14.7903 - output27_mean_squared_error: 29.7677 - output28_mean_squared_error: 23.5246 - output29_mean_squared_error: 31.3933 Epoch 896/2000 121/121 [==============================] - 0s 829us/step - loss: 656.0868 - output00_loss: 12.5342 - output01_loss: 15.1279 - output02_loss: 23.4879 - output03_loss: 33.7556 - output04_loss: 29.3016 - output05_loss: 18.7562 - output06_loss: 23.2739 - output07_loss: 24.9006 - output08_loss: 15.0504 - output09_loss: 19.8793 - output10_loss: 19.3664 - output11_loss: 20.9478 - output12_loss: 17.6150 - output13_loss: 27.2975 - output14_loss: 19.9434 - output15_loss: 30.0077 - output16_loss: 20.8734 - output17_loss: 23.4810 - output18_loss: 14.4033 - output19_loss: 12.0996 - output20_loss: 14.4292 - output21_loss: 30.8209 - output22_loss: 22.9098 - output23_loss: 15.6148 - output24_loss: 22.4604 - output25_loss: 28.2967 - output26_loss: 14.7891 - output27_loss: 29.7639 - output28_loss: 23.5171 - output29_loss: 31.3822 - output00_mean_squared_error: 12.5342 - output01_mean_squared_error: 15.1279 - output02_mean_squared_error: 23.4879 - output03_mean_squared_error: 33.7556 - output04_mean_squared_error: 29.3016 - output05_mean_squared_error: 18.7562 - output06_mean_squared_error: 23.2739 - output07_mean_squared_error: 24.9006 - output08_mean_squared_error: 15.0504 - output09_mean_squared_error: 19.8793 - output10_mean_squared_error: 19.3664 - output11_mean_squared_error: 20.9478 - output12_mean_squared_error: 17.6150 - output13_mean_squared_error: 27.2975 - output14_mean_squared_error: 19.9434 - output15_mean_squared_error: 30.0077 - output16_mean_squared_error: 20.8734 - output17_mean_squared_error: 23.4810 - output18_mean_squared_error: 14.4033 - output19_mean_squared_error: 12.0996 - output20_mean_squared_error: 14.4292 - output21_mean_squared_error: 30.8209 - output22_mean_squared_error: 22.9098 - output23_mean_squared_error: 15.6148 - output24_mean_squared_error: 22.4604 - output25_mean_squared_error: 28.2967 - output26_mean_squared_error: 14.7891 - output27_mean_squared_error: 29.7639 - output28_mean_squared_error: 23.5171 - output29_mean_squared_error: 31.3822 Epoch 897/2000 121/121 [==============================] - 0s 1ms/step - loss: 655.9576 - output00_loss: 12.5334 - output01_loss: 15.1233 - output02_loss: 23.4824 - output03_loss: 33.7498 - output04_loss: 29.2932 - output05_loss: 18.7548 - output06_loss: 23.2645 - output07_loss: 24.8926 - output08_loss: 15.0471 - output09_loss: 19.8764 - output10_loss: 19.3652 - output11_loss: 20.9467 - output12_loss: 17.6111 - output13_loss: 27.2920 - output14_loss: 19.9374 - output15_loss: 30.0018 - output16_loss: 20.8727 - output17_loss: 23.4754 - output18_loss: 14.4020 - output19_loss: 12.0961 - output20_loss: 14.4222 - output21_loss: 30.8163 - output22_loss: 22.9073 - output23_loss: 15.6138 - output24_loss: 22.4567 - output25_loss: 28.2947 - output26_loss: 14.7879 - output27_loss: 29.7601 - output28_loss: 23.5097 - output29_loss: 31.3711 - output00_mean_squared_error: 12.5334 - output01_mean_squared_error: 15.1233 - output02_mean_squared_error: 23.4824 - output03_mean_squared_error: 33.7498 - output04_mean_squared_error: 29.2932 - output05_mean_squared_error: 18.7548 - output06_mean_squared_error: 23.2645 - output07_mean_squared_error: 24.8926 - output08_mean_squared_error: 15.0471 - output09_mean_squared_error: 19.8764 - output10_mean_squared_error: 19.3652 - output11_mean_squared_error: 20.9467 - output12_mean_squared_error: 17.6111 - output13_mean_squared_error: 27.2920 - output14_mean_squared_error: 19.9374 - output15_mean_squared_error: 30.0018 - output16_mean_squared_error: 20.8727 - output17_mean_squared_error: 23.4754 - output18_mean_squared_error: 14.4020 - output19_mean_squared_error: 12.0961 - output20_mean_squared_error: 14.4222 - output21_mean_squared_error: 30.8163 - output22_mean_squared_error: 22.9073 - output23_mean_squared_error: 15.6138 - output24_mean_squared_error: 22.4567 - output25_mean_squared_error: 28.2947 - output26_mean_squared_error: 14.7879 - output27_mean_squared_error: 29.7601 - output28_mean_squared_error: 23.5097 - output29_mean_squared_error: 31.3711 Epoch 898/2000 121/121 [==============================] - 0s 961us/step - loss: 655.8288 - output00_loss: 12.5326 - output01_loss: 15.1187 - output02_loss: 23.4768 - output03_loss: 33.7441 - output04_loss: 29.2847 - output05_loss: 18.7535 - output06_loss: 23.2551 - output07_loss: 24.8847 - output08_loss: 15.0437 - output09_loss: 19.8736 - output10_loss: 19.3640 - output11_loss: 20.9456 - output12_loss: 17.6073 - output13_loss: 27.2866 - output14_loss: 19.9315 - output15_loss: 29.9958 - output16_loss: 20.8721 - output17_loss: 23.4698 - output18_loss: 14.4007 - output19_loss: 12.0926 - output20_loss: 14.4151 - output21_loss: 30.8116 - output22_loss: 22.9048 - output23_loss: 15.6129 - output24_loss: 22.4531 - output25_loss: 28.2927 - output26_loss: 14.7866 - output27_loss: 29.7563 - output28_loss: 23.5022 - output29_loss: 31.3600 - output00_mean_squared_error: 12.5326 - output01_mean_squared_error: 15.1187 - output02_mean_squared_error: 23.4768 - output03_mean_squared_error: 33.7441 - output04_mean_squared_error: 29.2847 - output05_mean_squared_error: 18.7535 - output06_mean_squared_error: 23.2551 - output07_mean_squared_error: 24.8847 - output08_mean_squared_error: 15.0437 - output09_mean_squared_error: 19.8736 - output10_mean_squared_error: 19.3640 - output11_mean_squared_error: 20.9456 - output12_mean_squared_error: 17.6073 - output13_mean_squared_error: 27.2866 - output14_mean_squared_error: 19.9315 - output15_mean_squared_error: 29.9958 - output16_mean_squared_error: 20.8721 - output17_mean_squared_error: 23.4698 - output18_mean_squared_error: 14.4007 - output19_mean_squared_error: 12.0926 - output20_mean_squared_error: 14.4151 - output21_mean_squared_error: 30.8116 - output22_mean_squared_error: 22.9048 - output23_mean_squared_error: 15.6129 - output24_mean_squared_error: 22.4531 - output25_mean_squared_error: 28.2927 - output26_mean_squared_error: 14.7866 - output27_mean_squared_error: 29.7563 - output28_mean_squared_error: 23.5022 - output29_mean_squared_error: 31.3600 Epoch 899/2000 121/121 [==============================] - 0s 1ms/step - loss: 655.7004 - output00_loss: 12.5319 - output01_loss: 15.1141 - output02_loss: 23.4713 - output03_loss: 33.7384 - output04_loss: 29.2763 - output05_loss: 18.7523 - output06_loss: 23.2457 - output07_loss: 24.8768 - output08_loss: 15.0404 - output09_loss: 19.8707 - output10_loss: 19.3628 - output11_loss: 20.9445 - output12_loss: 17.6034 - output13_loss: 27.2811 - output14_loss: 19.9255 - output15_loss: 29.9899 - output16_loss: 20.8714 - output17_loss: 23.4643 - output18_loss: 14.3994 - output19_loss: 12.0892 - output20_loss: 14.4080 - output21_loss: 30.8070 - output22_loss: 22.9023 - output23_loss: 15.6119 - output24_loss: 22.4495 - output25_loss: 28.2907 - output26_loss: 14.7854 - output27_loss: 29.7525 - output28_loss: 23.4948 - output29_loss: 31.3489 - output00_mean_squared_error: 12.5319 - output01_mean_squared_error: 15.1141 - output02_mean_squared_error: 23.4713 - output03_mean_squared_error: 33.7384 - output04_mean_squared_error: 29.2763 - output05_mean_squared_error: 18.7523 - output06_mean_squared_error: 23.2457 - output07_mean_squared_error: 24.8768 - output08_mean_squared_error: 15.0404 - output09_mean_squared_error: 19.8707 - output10_mean_squared_error: 19.3628 - output11_mean_squared_error: 20.9445 - output12_mean_squared_error: 17.6034 - output13_mean_squared_error: 27.2811 - output14_mean_squared_error: 19.9255 - output15_mean_squared_error: 29.9899 - output16_mean_squared_error: 20.8714 - output17_mean_squared_error: 23.4643 - output18_mean_squared_error: 14.3994 - output19_mean_squared_error: 12.0892 - output20_mean_squared_error: 14.4080 - output21_mean_squared_error: 30.8070 - output22_mean_squared_error: 22.9023 - output23_mean_squared_error: 15.6119 - output24_mean_squared_error: 22.4495 - output25_mean_squared_error: 28.2907 - output26_mean_squared_error: 14.7854 - output27_mean_squared_error: 29.7525 - output28_mean_squared_error: 23.4948 - output29_mean_squared_error: 31.3489 Epoch 900/2000 121/121 [==============================] - 0s 853us/step - loss: 655.5721 - output00_loss: 12.5311 - output01_loss: 15.1095 - output02_loss: 23.4658 - output03_loss: 33.7326 - output04_loss: 29.2678 - output05_loss: 18.7510 - output06_loss: 23.2364 - output07_loss: 24.8689 - output08_loss: 15.0371 - output09_loss: 19.8679 - output10_loss: 19.3616 - output11_loss: 20.9434 - output12_loss: 17.5996 - output13_loss: 27.2756 - output14_loss: 19.9196 - output15_loss: 29.9839 - output16_loss: 20.8708 - output17_loss: 23.4588 - output18_loss: 14.3981 - output19_loss: 12.0857 - output20_loss: 14.4010 - output21_loss: 30.8024 - output22_loss: 22.8998 - output23_loss: 15.6109 - output24_loss: 22.4459 - output25_loss: 28.2887 - output26_loss: 14.7842 - output27_loss: 29.7487 - output28_loss: 23.4874 - output29_loss: 31.3379 - output00_mean_squared_error: 12.5311 - output01_mean_squared_error: 15.1095 - output02_mean_squared_error: 23.4658 - output03_mean_squared_error: 33.7326 - output04_mean_squared_error: 29.2678 - output05_mean_squared_error: 18.7510 - output06_mean_squared_error: 23.2364 - output07_mean_squared_error: 24.8689 - output08_mean_squared_error: 15.0371 - output09_mean_squared_error: 19.8679 - output10_mean_squared_error: 19.3616 - output11_mean_squared_error: 20.9434 - output12_mean_squared_error: 17.5996 - output13_mean_squared_error: 27.2756 - output14_mean_squared_error: 19.9196 - output15_mean_squared_error: 29.9839 - output16_mean_squared_error: 20.8708 - output17_mean_squared_error: 23.4588 - output18_mean_squared_error: 14.3981 - output19_mean_squared_error: 12.0857 - output20_mean_squared_error: 14.4010 - output21_mean_squared_error: 30.8024 - output22_mean_squared_error: 22.8998 - output23_mean_squared_error: 15.6109 - output24_mean_squared_error: 22.4459 - output25_mean_squared_error: 28.2887 - output26_mean_squared_error: 14.7842 - output27_mean_squared_error: 29.7487 - output28_mean_squared_error: 23.4874 - output29_mean_squared_error: 31.3379 Epoch 901/2000 121/121 [==============================] - 0s 830us/step - loss: 655.4443 - output00_loss: 12.5304 - output01_loss: 15.1050 - output02_loss: 23.4603 - output03_loss: 33.7270 - output04_loss: 29.2594 - output05_loss: 18.7497 - output06_loss: 23.2270 - output07_loss: 24.8610 - output08_loss: 15.0338 - output09_loss: 19.8651 - output10_loss: 19.3604 - output11_loss: 20.9423 - output12_loss: 17.5958 - output13_loss: 27.2702 - output14_loss: 19.9136 - output15_loss: 29.9780 - output16_loss: 20.8701 - output17_loss: 23.4532 - output18_loss: 14.3968 - output19_loss: 12.0823 - output20_loss: 14.3939 - output21_loss: 30.7978 - output22_loss: 22.8974 - output23_loss: 15.6100 - output24_loss: 22.4423 - output25_loss: 28.2867 - output26_loss: 14.7830 - output27_loss: 29.7450 - output28_loss: 23.4800 - output29_loss: 31.3269 - output00_mean_squared_error: 12.5304 - output01_mean_squared_error: 15.1050 - output02_mean_squared_error: 23.4603 - output03_mean_squared_error: 33.7270 - output04_mean_squared_error: 29.2594 - output05_mean_squared_error: 18.7497 - output06_mean_squared_error: 23.2270 - output07_mean_squared_error: 24.8610 - output08_mean_squared_error: 15.0338 - output09_mean_squared_error: 19.8651 - output10_mean_squared_error: 19.3604 - output11_mean_squared_error: 20.9423 - output12_mean_squared_error: 17.5958 - output13_mean_squared_error: 27.2702 - output14_mean_squared_error: 19.9136 - output15_mean_squared_error: 29.9780 - output16_mean_squared_error: 20.8701 - output17_mean_squared_error: 23.4532 - output18_mean_squared_error: 14.3968 - output19_mean_squared_error: 12.0823 - output20_mean_squared_error: 14.3939 - output21_mean_squared_error: 30.7978 - output22_mean_squared_error: 22.8974 - output23_mean_squared_error: 15.6100 - output24_mean_squared_error: 22.4423 - output25_mean_squared_error: 28.2867 - output26_mean_squared_error: 14.7830 - output27_mean_squared_error: 29.7450 - output28_mean_squared_error: 23.4800 - output29_mean_squared_error: 31.3269 Epoch 902/2000 121/121 [==============================] - 0s 928us/step - loss: 655.3168 - output00_loss: 12.5296 - output01_loss: 15.1004 - output02_loss: 23.4548 - output03_loss: 33.7213 - output04_loss: 29.2510 - output05_loss: 18.7484 - output06_loss: 23.2177 - output07_loss: 24.8531 - output08_loss: 15.0305 - output09_loss: 19.8622 - output10_loss: 19.3592 - output11_loss: 20.9412 - output12_loss: 17.5920 - output13_loss: 27.2648 - output14_loss: 19.9077 - output15_loss: 29.9721 - output16_loss: 20.8695 - output17_loss: 23.4477 - output18_loss: 14.3955 - output19_loss: 12.0788 - output20_loss: 14.3869 - output21_loss: 30.7932 - output22_loss: 22.8949 - output23_loss: 15.6090 - output24_loss: 22.4388 - output25_loss: 28.2848 - output26_loss: 14.7817 - output27_loss: 29.7412 - output28_loss: 23.4726 - output29_loss: 31.3158 - output00_mean_squared_error: 12.5296 - output01_mean_squared_error: 15.1004 - output02_mean_squared_error: 23.4548 - output03_mean_squared_error: 33.7213 - output04_mean_squared_error: 29.2510 - output05_mean_squared_error: 18.7484 - output06_mean_squared_error: 23.2177 - output07_mean_squared_error: 24.8531 - output08_mean_squared_error: 15.0305 - output09_mean_squared_error: 19.8622 - output10_mean_squared_error: 19.3592 - output11_mean_squared_error: 20.9412 - output12_mean_squared_error: 17.5920 - output13_mean_squared_error: 27.2648 - output14_mean_squared_error: 19.9077 - output15_mean_squared_error: 29.9721 - output16_mean_squared_error: 20.8695 - output17_mean_squared_error: 23.4477 - output18_mean_squared_error: 14.3955 - output19_mean_squared_error: 12.0788 - output20_mean_squared_error: 14.3869 - output21_mean_squared_error: 30.7932 - output22_mean_squared_error: 22.8949 - output23_mean_squared_error: 15.6090 - output24_mean_squared_error: 22.4388 - output25_mean_squared_error: 28.2848 - output26_mean_squared_error: 14.7817 - output27_mean_squared_error: 29.7412 - output28_mean_squared_error: 23.4726 - output29_mean_squared_error: 31.3158 Epoch 903/2000 121/121 [==============================] - 0s 1ms/step - loss: 655.1896 - output00_loss: 12.5288 - output01_loss: 15.0959 - output02_loss: 23.4493 - output03_loss: 33.7156 - output04_loss: 29.2426 - output05_loss: 18.7471 - output06_loss: 23.2084 - output07_loss: 24.8453 - output08_loss: 15.0273 - output09_loss: 19.8594 - output10_loss: 19.3581 - output11_loss: 20.9401 - output12_loss: 17.5883 - output13_loss: 27.2593 - output14_loss: 19.9018 - output15_loss: 29.9662 - output16_loss: 20.8688 - output17_loss: 23.4423 - output18_loss: 14.3942 - output19_loss: 12.0754 - output20_loss: 14.3799 - output21_loss: 30.7886 - output22_loss: 22.8924 - output23_loss: 15.6081 - output24_loss: 22.4352 - output25_loss: 28.2828 - output26_loss: 14.7805 - output27_loss: 29.7375 - output28_loss: 23.4652 - output29_loss: 31.3048 - output00_mean_squared_error: 12.5288 - output01_mean_squared_error: 15.0959 - output02_mean_squared_error: 23.4493 - output03_mean_squared_error: 33.7156 - output04_mean_squared_error: 29.2426 - output05_mean_squared_error: 18.7471 - output06_mean_squared_error: 23.2084 - output07_mean_squared_error: 24.8453 - output08_mean_squared_error: 15.0273 - output09_mean_squared_error: 19.8594 - output10_mean_squared_error: 19.3581 - output11_mean_squared_error: 20.9401 - output12_mean_squared_error: 17.5883 - output13_mean_squared_error: 27.2593 - output14_mean_squared_error: 19.9018 - output15_mean_squared_error: 29.9662 - output16_mean_squared_error: 20.8688 - output17_mean_squared_error: 23.4423 - output18_mean_squared_error: 14.3942 - output19_mean_squared_error: 12.0754 - output20_mean_squared_error: 14.3799 - output21_mean_squared_error: 30.7886 - output22_mean_squared_error: 22.8924 - output23_mean_squared_error: 15.6081 - output24_mean_squared_error: 22.4352 - output25_mean_squared_error: 28.2828 - output26_mean_squared_error: 14.7805 - output27_mean_squared_error: 29.7375 - output28_mean_squared_error: 23.4652 - output29_mean_squared_error: 31.3048 Epoch 904/2000 121/121 [==============================] - 0s 1ms/step - loss: 655.0626 - output00_loss: 12.5281 - output01_loss: 15.0914 - output02_loss: 23.4438 - output03_loss: 33.7100 - output04_loss: 29.2342 - output05_loss: 18.7458 - output06_loss: 23.1991 - output07_loss: 24.8374 - output08_loss: 15.0240 - output09_loss: 19.8567 - output10_loss: 19.3569 - output11_loss: 20.9391 - output12_loss: 17.5845 - output13_loss: 27.2539 - output14_loss: 19.8959 - output15_loss: 29.9603 - output16_loss: 20.8682 - output17_loss: 23.4368 - output18_loss: 14.3930 - output19_loss: 12.0719 - output20_loss: 14.3730 - output21_loss: 30.7841 - output22_loss: 22.8900 - output23_loss: 15.6071 - output24_loss: 22.4316 - output25_loss: 28.2809 - output26_loss: 14.7793 - output27_loss: 29.7337 - output28_loss: 23.4578 - output29_loss: 31.2939 - output00_mean_squared_error: 12.5281 - output01_mean_squared_error: 15.0914 - output02_mean_squared_error: 23.4438 - output03_mean_squared_error: 33.7100 - output04_mean_squared_error: 29.2342 - output05_mean_squared_error: 18.7458 - output06_mean_squared_error: 23.1991 - output07_mean_squared_error: 24.8374 - output08_mean_squared_error: 15.0240 - output09_mean_squared_error: 19.8567 - output10_mean_squared_error: 19.3569 - output11_mean_squared_error: 20.9391 - output12_mean_squared_error: 17.5845 - output13_mean_squared_error: 27.2539 - output14_mean_squared_error: 19.8959 - output15_mean_squared_error: 29.9603 - output16_mean_squared_error: 20.8682 - output17_mean_squared_error: 23.4368 - output18_mean_squared_error: 14.3930 - output19_mean_squared_error: 12.0719 - output20_mean_squared_error: 14.3730 - output21_mean_squared_error: 30.7841 - output22_mean_squared_error: 22.8900 - output23_mean_squared_error: 15.6071 - output24_mean_squared_error: 22.4316 - output25_mean_squared_error: 28.2809 - output26_mean_squared_error: 14.7793 - output27_mean_squared_error: 29.7337 - output28_mean_squared_error: 23.4578 - output29_mean_squared_error: 31.2939 Epoch 905/2000 121/121 [==============================] - 0s 557us/step - loss: 654.9359 - output00_loss: 12.5274 - output01_loss: 15.0868 - output02_loss: 23.4384 - output03_loss: 33.7044 - output04_loss: 29.2259 - output05_loss: 18.7446 - output06_loss: 23.1898 - output07_loss: 24.8296 - output08_loss: 15.0207 - output09_loss: 19.8539 - output10_loss: 19.3557 - output11_loss: 20.9380 - output12_loss: 17.5808 - output13_loss: 27.2485 - output14_loss: 19.8900 - output15_loss: 29.9544 - output16_loss: 20.8676 - output17_loss: 23.4313 - output18_loss: 14.3917 - output19_loss: 12.0685 - output20_loss: 14.3660 - output21_loss: 30.7795 - output22_loss: 22.8876 - output23_loss: 15.6062 - output24_loss: 22.4281 - output25_loss: 28.2789 - output26_loss: 14.7781 - output27_loss: 29.7300 - output28_loss: 23.4505 - output29_loss: 31.2829 - output00_mean_squared_error: 12.5274 - output01_mean_squared_error: 15.0868 - output02_mean_squared_error: 23.4384 - output03_mean_squared_error: 33.7044 - output04_mean_squared_error: 29.2259 - output05_mean_squared_error: 18.7446 - output06_mean_squared_error: 23.1898 - output07_mean_squared_error: 24.8296 - output08_mean_squared_error: 15.0207 - output09_mean_squared_error: 19.8539 - output10_mean_squared_error: 19.3557 - output11_mean_squared_error: 20.9380 - output12_mean_squared_error: 17.5808 - output13_mean_squared_error: 27.2485 - output14_mean_squared_error: 19.8900 - output15_mean_squared_error: 29.9544 - output16_mean_squared_error: 20.8676 - output17_mean_squared_error: 23.4313 - output18_mean_squared_error: 14.3917 - output19_mean_squared_error: 12.0685 - output20_mean_squared_error: 14.3660 - output21_mean_squared_error: 30.7795 - output22_mean_squared_error: 22.8876 - output23_mean_squared_error: 15.6062 - output24_mean_squared_error: 22.4281 - output25_mean_squared_error: 28.2789 - output26_mean_squared_error: 14.7781 - output27_mean_squared_error: 29.7300 - output28_mean_squared_error: 23.4505 - output29_mean_squared_error: 31.2829 Epoch 906/2000 121/121 [==============================] - 0s 1ms/step - loss: 654.8096 - output00_loss: 12.5266 - output01_loss: 15.0823 - output02_loss: 23.4329 - output03_loss: 33.6988 - output04_loss: 29.2175 - output05_loss: 18.7433 - output06_loss: 23.1806 - output07_loss: 24.8218 - output08_loss: 15.0175 - output09_loss: 19.8511 - output10_loss: 19.3546 - output11_loss: 20.9369 - output12_loss: 17.5770 - output13_loss: 27.2431 - output14_loss: 19.8842 - output15_loss: 29.9485 - output16_loss: 20.8669 - output17_loss: 23.4259 - output18_loss: 14.3904 - output19_loss: 12.0651 - output20_loss: 14.3591 - output21_loss: 30.7750 - output22_loss: 22.8851 - output23_loss: 15.6053 - output24_loss: 22.4246 - output25_loss: 28.2770 - output26_loss: 14.7770 - output27_loss: 29.7263 - output28_loss: 23.4431 - output29_loss: 31.2719 - output00_mean_squared_error: 12.5266 - output01_mean_squared_error: 15.0823 - output02_mean_squared_error: 23.4329 - output03_mean_squared_error: 33.6988 - output04_mean_squared_error: 29.2175 - output05_mean_squared_error: 18.7433 - output06_mean_squared_error: 23.1806 - output07_mean_squared_error: 24.8218 - output08_mean_squared_error: 15.0175 - output09_mean_squared_error: 19.8511 - output10_mean_squared_error: 19.3546 - output11_mean_squared_error: 20.9369 - output12_mean_squared_error: 17.5770 - output13_mean_squared_error: 27.2431 - output14_mean_squared_error: 19.8842 - output15_mean_squared_error: 29.9485 - output16_mean_squared_error: 20.8669 - output17_mean_squared_error: 23.4259 - output18_mean_squared_error: 14.3904 - output19_mean_squared_error: 12.0651 - output20_mean_squared_error: 14.3591 - output21_mean_squared_error: 30.7750 - output22_mean_squared_error: 22.8851 - output23_mean_squared_error: 15.6053 - output24_mean_squared_error: 22.4246 - output25_mean_squared_error: 28.2770 - output26_mean_squared_error: 14.7770 - output27_mean_squared_error: 29.7263 - output28_mean_squared_error: 23.4431 - output29_mean_squared_error: 31.2719 Epoch 907/2000 121/121 [==============================] - 0s 1ms/step - loss: 654.6834 - output00_loss: 12.5259 - output01_loss: 15.0778 - output02_loss: 23.4275 - output03_loss: 33.6932 - output04_loss: 29.2092 - output05_loss: 18.7421 - output06_loss: 23.1714 - output07_loss: 24.8140 - output08_loss: 15.0143 - output09_loss: 19.8484 - output10_loss: 19.3534 - output11_loss: 20.9359 - output12_loss: 17.5733 - output13_loss: 27.2377 - output14_loss: 19.8783 - output15_loss: 29.9427 - output16_loss: 20.8663 - output17_loss: 23.4205 - output18_loss: 14.3892 - output19_loss: 12.0616 - output20_loss: 14.3521 - output21_loss: 30.7705 - output22_loss: 22.8827 - output23_loss: 15.6043 - output24_loss: 22.4210 - output25_loss: 28.2750 - output26_loss: 14.7758 - output27_loss: 29.7225 - output28_loss: 23.4358 - output29_loss: 31.2610 - output00_mean_squared_error: 12.5259 - output01_mean_squared_error: 15.0778 - output02_mean_squared_error: 23.4275 - output03_mean_squared_error: 33.6932 - output04_mean_squared_error: 29.2092 - output05_mean_squared_error: 18.7421 - output06_mean_squared_error: 23.1714 - output07_mean_squared_error: 24.8140 - output08_mean_squared_error: 15.0143 - output09_mean_squared_error: 19.8484 - output10_mean_squared_error: 19.3534 - output11_mean_squared_error: 20.9359 - output12_mean_squared_error: 17.5733 - output13_mean_squared_error: 27.2377 - output14_mean_squared_error: 19.8783 - output15_mean_squared_error: 29.9427 - output16_mean_squared_error: 20.8663 - output17_mean_squared_error: 23.4205 - output18_mean_squared_error: 14.3892 - output19_mean_squared_error: 12.0616 - output20_mean_squared_error: 14.3521 - output21_mean_squared_error: 30.7705 - output22_mean_squared_error: 22.8827 - output23_mean_squared_error: 15.6043 - output24_mean_squared_error: 22.4210 - output25_mean_squared_error: 28.2750 - output26_mean_squared_error: 14.7758 - output27_mean_squared_error: 29.7225 - output28_mean_squared_error: 23.4358 - output29_mean_squared_error: 31.2610 Epoch 908/2000 121/121 [==============================] - 0s 471us/step - loss: 654.5579 - output00_loss: 12.5252 - output01_loss: 15.0733 - output02_loss: 23.4221 - output03_loss: 33.6876 - output04_loss: 29.2008 - output05_loss: 18.7408 - output06_loss: 23.1622 - output07_loss: 24.8062 - output08_loss: 15.0111 - output09_loss: 19.8456 - output10_loss: 19.3523 - output11_loss: 20.9348 - output12_loss: 17.5696 - output13_loss: 27.2324 - output14_loss: 19.8725 - output15_loss: 29.9368 - output16_loss: 20.8657 - output17_loss: 23.4151 - output18_loss: 14.3879 - output19_loss: 12.0582 - output20_loss: 14.3452 - output21_loss: 30.7660 - output22_loss: 22.8803 - output23_loss: 15.6034 - output24_loss: 22.4175 - output25_loss: 28.2731 - output26_loss: 14.7746 - output27_loss: 29.7188 - output28_loss: 23.4285 - output29_loss: 31.2501 - output00_mean_squared_error: 12.5252 - output01_mean_squared_error: 15.0733 - output02_mean_squared_error: 23.4221 - output03_mean_squared_error: 33.6876 - output04_mean_squared_error: 29.2008 - output05_mean_squared_error: 18.7408 - output06_mean_squared_error: 23.1622 - output07_mean_squared_error: 24.8062 - output08_mean_squared_error: 15.0111 - output09_mean_squared_error: 19.8456 - output10_mean_squared_error: 19.3523 - output11_mean_squared_error: 20.9348 - output12_mean_squared_error: 17.5696 - output13_mean_squared_error: 27.2324 - output14_mean_squared_error: 19.8725 - output15_mean_squared_error: 29.9368 - output16_mean_squared_error: 20.8657 - output17_mean_squared_error: 23.4151 - output18_mean_squared_error: 14.3879 - output19_mean_squared_error: 12.0582 - output20_mean_squared_error: 14.3452 - output21_mean_squared_error: 30.7660 - output22_mean_squared_error: 22.8803 - output23_mean_squared_error: 15.6034 - output24_mean_squared_error: 22.4175 - output25_mean_squared_error: 28.2731 - output26_mean_squared_error: 14.7746 - output27_mean_squared_error: 29.7188 - output28_mean_squared_error: 23.4285 - output29_mean_squared_error: 31.2501 Epoch 909/2000 121/121 [==============================] - 0s 1ms/step - loss: 654.4324 - output00_loss: 12.5244 - output01_loss: 15.0689 - output02_loss: 23.4167 - output03_loss: 33.6821 - output04_loss: 29.1925 - output05_loss: 18.7396 - output06_loss: 23.1530 - output07_loss: 24.7985 - output08_loss: 15.0078 - output09_loss: 19.8429 - output10_loss: 19.3511 - output11_loss: 20.9338 - output12_loss: 17.5659 - output13_loss: 27.2270 - output14_loss: 19.8666 - output15_loss: 29.9310 - output16_loss: 20.8650 - output17_loss: 23.4097 - output18_loss: 14.3867 - output19_loss: 12.0548 - output20_loss: 14.3383 - output21_loss: 30.7615 - output22_loss: 22.8779 - output23_loss: 15.6025 - output24_loss: 22.4140 - output25_loss: 28.2712 - output26_loss: 14.7734 - output27_loss: 29.7151 - output28_loss: 23.4212 - output29_loss: 31.2392 - output00_mean_squared_error: 12.5244 - output01_mean_squared_error: 15.0689 - output02_mean_squared_error: 23.4167 - output03_mean_squared_error: 33.6821 - output04_mean_squared_error: 29.1925 - output05_mean_squared_error: 18.7396 - output06_mean_squared_error: 23.1530 - output07_mean_squared_error: 24.7985 - output08_mean_squared_error: 15.0078 - output09_mean_squared_error: 19.8429 - output10_mean_squared_error: 19.3511 - output11_mean_squared_error: 20.9338 - output12_mean_squared_error: 17.5659 - output13_mean_squared_error: 27.2270 - output14_mean_squared_error: 19.8666 - output15_mean_squared_error: 29.9310 - output16_mean_squared_error: 20.8650 - output17_mean_squared_error: 23.4097 - output18_mean_squared_error: 14.3867 - output19_mean_squared_error: 12.0548 - output20_mean_squared_error: 14.3383 - output21_mean_squared_error: 30.7615 - output22_mean_squared_error: 22.8779 - output23_mean_squared_error: 15.6025 - output24_mean_squared_error: 22.4140 - output25_mean_squared_error: 28.2712 - output26_mean_squared_error: 14.7734 - output27_mean_squared_error: 29.7151 - output28_mean_squared_error: 23.4212 - output29_mean_squared_error: 31.2392 Epoch 910/2000 121/121 [==============================] - 0s 971us/step - loss: 654.3073 - output00_loss: 12.5237 - output01_loss: 15.0644 - output02_loss: 23.4113 - output03_loss: 33.6766 - output04_loss: 29.1842 - output05_loss: 18.7383 - output06_loss: 23.1438 - output07_loss: 24.7907 - output08_loss: 15.0046 - output09_loss: 19.8401 - output10_loss: 19.3500 - output11_loss: 20.9328 - output12_loss: 17.5622 - output13_loss: 27.2216 - output14_loss: 19.8608 - output15_loss: 29.9252 - output16_loss: 20.8644 - output17_loss: 23.4043 - output18_loss: 14.3854 - output19_loss: 12.0514 - output20_loss: 14.3314 - output21_loss: 30.7571 - output22_loss: 22.8755 - output23_loss: 15.6015 - output24_loss: 22.4105 - output25_loss: 28.2693 - output26_loss: 14.7723 - output27_loss: 29.7115 - output28_loss: 23.4139 - output29_loss: 31.2283 - output00_mean_squared_error: 12.5237 - output01_mean_squared_error: 15.0644 - output02_mean_squared_error: 23.4113 - output03_mean_squared_error: 33.6766 - output04_mean_squared_error: 29.1842 - output05_mean_squared_error: 18.7383 - output06_mean_squared_error: 23.1438 - output07_mean_squared_error: 24.7907 - output08_mean_squared_error: 15.0046 - output09_mean_squared_error: 19.8401 - output10_mean_squared_error: 19.3500 - output11_mean_squared_error: 20.9328 - output12_mean_squared_error: 17.5622 - output13_mean_squared_error: 27.2216 - output14_mean_squared_error: 19.8608 - output15_mean_squared_error: 29.9252 - output16_mean_squared_error: 20.8644 - output17_mean_squared_error: 23.4043 - output18_mean_squared_error: 14.3854 - output19_mean_squared_error: 12.0514 - output20_mean_squared_error: 14.3314 - output21_mean_squared_error: 30.7571 - output22_mean_squared_error: 22.8755 - output23_mean_squared_error: 15.6015 - output24_mean_squared_error: 22.4105 - output25_mean_squared_error: 28.2693 - output26_mean_squared_error: 14.7723 - output27_mean_squared_error: 29.7115 - output28_mean_squared_error: 23.4139 - output29_mean_squared_error: 31.2283 Epoch 911/2000 121/121 [==============================] - 0s 623us/step - loss: 654.1825 - output00_loss: 12.5230 - output01_loss: 15.0599 - output02_loss: 23.4059 - output03_loss: 33.6710 - output04_loss: 29.1759 - output05_loss: 18.7371 - output06_loss: 23.1347 - output07_loss: 24.7830 - output08_loss: 15.0014 - output09_loss: 19.8374 - output10_loss: 19.3488 - output11_loss: 20.9317 - output12_loss: 17.5585 - output13_loss: 27.2163 - output14_loss: 19.8550 - output15_loss: 29.9193 - output16_loss: 20.8638 - output17_loss: 23.3990 - output18_loss: 14.3842 - output19_loss: 12.0480 - output20_loss: 14.3246 - output21_loss: 30.7526 - output22_loss: 22.8731 - output23_loss: 15.6006 - output24_loss: 22.4071 - output25_loss: 28.2674 - output26_loss: 14.7711 - output27_loss: 29.7078 - output28_loss: 23.4066 - output29_loss: 31.2175 - output00_mean_squared_error: 12.5230 - output01_mean_squared_error: 15.0599 - output02_mean_squared_error: 23.4059 - output03_mean_squared_error: 33.6710 - output04_mean_squared_error: 29.1759 - output05_mean_squared_error: 18.7371 - output06_mean_squared_error: 23.1347 - output07_mean_squared_error: 24.7830 - output08_mean_squared_error: 15.0014 - output09_mean_squared_error: 19.8374 - output10_mean_squared_error: 19.3488 - output11_mean_squared_error: 20.9317 - output12_mean_squared_error: 17.5585 - output13_mean_squared_error: 27.2163 - output14_mean_squared_error: 19.8550 - output15_mean_squared_error: 29.9193 - output16_mean_squared_error: 20.8638 - output17_mean_squared_error: 23.3990 - output18_mean_squared_error: 14.3842 - output19_mean_squared_error: 12.0480 - output20_mean_squared_error: 14.3246 - output21_mean_squared_error: 30.7526 - output22_mean_squared_error: 22.8731 - output23_mean_squared_error: 15.6006 - output24_mean_squared_error: 22.4071 - output25_mean_squared_error: 28.2674 - output26_mean_squared_error: 14.7711 - output27_mean_squared_error: 29.7078 - output28_mean_squared_error: 23.4066 - output29_mean_squared_error: 31.2175 Epoch 912/2000 121/121 [==============================] - 0s 834us/step - loss: 654.0579 - output00_loss: 12.5223 - output01_loss: 15.0555 - output02_loss: 23.4005 - output03_loss: 33.6656 - output04_loss: 29.1677 - output05_loss: 18.7359 - output06_loss: 23.1255 - output07_loss: 24.7752 - output08_loss: 14.9983 - output09_loss: 19.8347 - output10_loss: 19.3477 - output11_loss: 20.9307 - output12_loss: 17.5549 - output13_loss: 27.2110 - output14_loss: 19.8492 - output15_loss: 29.9135 - output16_loss: 20.8632 - output17_loss: 23.3936 - output18_loss: 14.3830 - output19_loss: 12.0446 - output20_loss: 14.3177 - output21_loss: 30.7482 - output22_loss: 22.8707 - output23_loss: 15.5997 - output24_loss: 22.4036 - output25_loss: 28.2655 - output26_loss: 14.7699 - output27_loss: 29.7041 - output28_loss: 23.3994 - output29_loss: 31.2066 - output00_mean_squared_error: 12.5223 - output01_mean_squared_error: 15.0555 - output02_mean_squared_error: 23.4005 - output03_mean_squared_error: 33.6656 - output04_mean_squared_error: 29.1677 - output05_mean_squared_error: 18.7359 - output06_mean_squared_error: 23.1255 - output07_mean_squared_error: 24.7752 - output08_mean_squared_error: 14.9983 - output09_mean_squared_error: 19.8347 - output10_mean_squared_error: 19.3477 - output11_mean_squared_error: 20.9307 - output12_mean_squared_error: 17.5549 - output13_mean_squared_error: 27.2110 - output14_mean_squared_error: 19.8492 - output15_mean_squared_error: 29.9135 - output16_mean_squared_error: 20.8632 - output17_mean_squared_error: 23.3936 - output18_mean_squared_error: 14.3830 - output19_mean_squared_error: 12.0446 - output20_mean_squared_error: 14.3177 - output21_mean_squared_error: 30.7482 - output22_mean_squared_error: 22.8707 - output23_mean_squared_error: 15.5997 - output24_mean_squared_error: 22.4036 - output25_mean_squared_error: 28.2655 - output26_mean_squared_error: 14.7699 - output27_mean_squared_error: 29.7041 - output28_mean_squared_error: 23.3994 - output29_mean_squared_error: 31.2066 Epoch 913/2000 121/121 [==============================] - 0s 1ms/step - loss: 653.9336 - output00_loss: 12.5216 - output01_loss: 15.0510 - output02_loss: 23.3952 - output03_loss: 33.6601 - output04_loss: 29.1594 - output05_loss: 18.7346 - output06_loss: 23.1164 - output07_loss: 24.7675 - output08_loss: 14.9951 - output09_loss: 19.8320 - output10_loss: 19.3466 - output11_loss: 20.9297 - output12_loss: 17.5512 - output13_loss: 27.2056 - output14_loss: 19.8434 - output15_loss: 29.9077 - output16_loss: 20.8626 - output17_loss: 23.3883 - output18_loss: 14.3818 - output19_loss: 12.0412 - output20_loss: 14.3109 - output21_loss: 30.7438 - output22_loss: 22.8683 - output23_loss: 15.5988 - output24_loss: 22.4001 - output25_loss: 28.2636 - output26_loss: 14.7688 - output27_loss: 29.7005 - output28_loss: 23.3921 - output29_loss: 31.1958 - output00_mean_squared_error: 12.5216 - output01_mean_squared_error: 15.0510 - output02_mean_squared_error: 23.3952 - output03_mean_squared_error: 33.6601 - output04_mean_squared_error: 29.1594 - output05_mean_squared_error: 18.7346 - output06_mean_squared_error: 23.1164 - output07_mean_squared_error: 24.7675 - output08_mean_squared_error: 14.9951 - output09_mean_squared_error: 19.8320 - output10_mean_squared_error: 19.3466 - output11_mean_squared_error: 20.9297 - output12_mean_squared_error: 17.5512 - output13_mean_squared_error: 27.2056 - output14_mean_squared_error: 19.8434 - output15_mean_squared_error: 29.9077 - output16_mean_squared_error: 20.8626 - output17_mean_squared_error: 23.3883 - output18_mean_squared_error: 14.3818 - output19_mean_squared_error: 12.0412 - output20_mean_squared_error: 14.3109 - output21_mean_squared_error: 30.7438 - output22_mean_squared_error: 22.8683 - output23_mean_squared_error: 15.5988 - output24_mean_squared_error: 22.4001 - output25_mean_squared_error: 28.2636 - output26_mean_squared_error: 14.7688 - output27_mean_squared_error: 29.7005 - output28_mean_squared_error: 23.3921 - output29_mean_squared_error: 31.1958 Epoch 914/2000 121/121 [==============================] - 0s 1ms/step - loss: 653.8098 - output00_loss: 12.5209 - output01_loss: 15.0466 - output02_loss: 23.3898 - output03_loss: 33.6546 - output04_loss: 29.1511 - output05_loss: 18.7334 - output06_loss: 23.1073 - output07_loss: 24.7598 - output08_loss: 14.9919 - output09_loss: 19.8293 - output10_loss: 19.3454 - output11_loss: 20.9287 - output12_loss: 17.5476 - output13_loss: 27.2003 - output14_loss: 19.8377 - output15_loss: 29.9019 - output16_loss: 20.8620 - output17_loss: 23.3830 - output18_loss: 14.3805 - output19_loss: 12.0378 - output20_loss: 14.3041 - output21_loss: 30.7394 - output22_loss: 22.8660 - output23_loss: 15.5979 - output24_loss: 22.3967 - output25_loss: 28.2617 - output26_loss: 14.7676 - output27_loss: 29.6968 - output28_loss: 23.3849 - output29_loss: 31.1850 - output00_mean_squared_error: 12.5209 - output01_mean_squared_error: 15.0466 - output02_mean_squared_error: 23.3898 - output03_mean_squared_error: 33.6546 - output04_mean_squared_error: 29.1511 - output05_mean_squared_error: 18.7334 - output06_mean_squared_error: 23.1073 - output07_mean_squared_error: 24.7598 - output08_mean_squared_error: 14.9919 - output09_mean_squared_error: 19.8293 - output10_mean_squared_error: 19.3454 - output11_mean_squared_error: 20.9287 - output12_mean_squared_error: 17.5476 - output13_mean_squared_error: 27.2003 - output14_mean_squared_error: 19.8377 - output15_mean_squared_error: 29.9019 - output16_mean_squared_error: 20.8620 - output17_mean_squared_error: 23.3830 - output18_mean_squared_error: 14.3805 - output19_mean_squared_error: 12.0378 - output20_mean_squared_error: 14.3041 - output21_mean_squared_error: 30.7394 - output22_mean_squared_error: 22.8660 - output23_mean_squared_error: 15.5979 - output24_mean_squared_error: 22.3967 - output25_mean_squared_error: 28.2617 - output26_mean_squared_error: 14.7676 - output27_mean_squared_error: 29.6968 - output28_mean_squared_error: 23.3849 - output29_mean_squared_error: 31.1850 Epoch 915/2000 121/121 [==============================] - 0s 650us/step - loss: 653.6862 - output00_loss: 12.5201 - output01_loss: 15.0422 - output02_loss: 23.3845 - output03_loss: 33.6492 - output04_loss: 29.1429 - output05_loss: 18.7322 - output06_loss: 23.0982 - output07_loss: 24.7522 - output08_loss: 14.9888 - output09_loss: 19.8267 - output10_loss: 19.3443 - output11_loss: 20.9277 - output12_loss: 17.5440 - output13_loss: 27.1950 - output14_loss: 19.8319 - output15_loss: 29.8962 - output16_loss: 20.8614 - output17_loss: 23.3777 - output18_loss: 14.3793 - output19_loss: 12.0344 - output20_loss: 14.2973 - output21_loss: 30.7350 - output22_loss: 22.8636 - output23_loss: 15.5970 - output24_loss: 22.3932 - output25_loss: 28.2599 - output26_loss: 14.7665 - output27_loss: 29.6932 - output28_loss: 23.3776 - output29_loss: 31.1742 - output00_mean_squared_error: 12.5201 - output01_mean_squared_error: 15.0422 - output02_mean_squared_error: 23.3845 - output03_mean_squared_error: 33.6492 - output04_mean_squared_error: 29.1429 - output05_mean_squared_error: 18.7322 - output06_mean_squared_error: 23.0982 - output07_mean_squared_error: 24.7522 - output08_mean_squared_error: 14.9888 - output09_mean_squared_error: 19.8267 - output10_mean_squared_error: 19.3443 - output11_mean_squared_error: 20.9277 - output12_mean_squared_error: 17.5440 - output13_mean_squared_error: 27.1950 - output14_mean_squared_error: 19.8319 - output15_mean_squared_error: 29.8962 - output16_mean_squared_error: 20.8614 - output17_mean_squared_error: 23.3777 - output18_mean_squared_error: 14.3793 - output19_mean_squared_error: 12.0344 - output20_mean_squared_error: 14.2973 - output21_mean_squared_error: 30.7350 - output22_mean_squared_error: 22.8636 - output23_mean_squared_error: 15.5970 - output24_mean_squared_error: 22.3932 - output25_mean_squared_error: 28.2599 - output26_mean_squared_error: 14.7665 - output27_mean_squared_error: 29.6932 - output28_mean_squared_error: 23.3776 - output29_mean_squared_error: 31.1742 Epoch 916/2000 121/121 [==============================] - 0s 1ms/step - loss: 653.5629 - output00_loss: 12.5194 - output01_loss: 15.0378 - output02_loss: 23.3792 - output03_loss: 33.6438 - output04_loss: 29.1347 - output05_loss: 18.7310 - output06_loss: 23.0892 - output07_loss: 24.7445 - output08_loss: 14.9856 - output09_loss: 19.8240 - output10_loss: 19.3432 - output11_loss: 20.9267 - output12_loss: 17.5404 - output13_loss: 27.1897 - output14_loss: 19.8261 - output15_loss: 29.8904 - output16_loss: 20.8608 - output17_loss: 23.3724 - output18_loss: 14.3781 - output19_loss: 12.0310 - output20_loss: 14.2905 - output21_loss: 30.7307 - output22_loss: 22.8613 - output23_loss: 15.5961 - output24_loss: 22.3898 - output25_loss: 28.2580 - output26_loss: 14.7654 - output27_loss: 29.6895 - output28_loss: 23.3704 - output29_loss: 31.1634 - output00_mean_squared_error: 12.5194 - output01_mean_squared_error: 15.0378 - output02_mean_squared_error: 23.3792 - output03_mean_squared_error: 33.6438 - output04_mean_squared_error: 29.1347 - output05_mean_squared_error: 18.7310 - output06_mean_squared_error: 23.0892 - output07_mean_squared_error: 24.7445 - output08_mean_squared_error: 14.9856 - output09_mean_squared_error: 19.8240 - output10_mean_squared_error: 19.3432 - output11_mean_squared_error: 20.9267 - output12_mean_squared_error: 17.5404 - output13_mean_squared_error: 27.1897 - output14_mean_squared_error: 19.8261 - output15_mean_squared_error: 29.8904 - output16_mean_squared_error: 20.8608 - output17_mean_squared_error: 23.3724 - output18_mean_squared_error: 14.3781 - output19_mean_squared_error: 12.0310 - output20_mean_squared_error: 14.2905 - output21_mean_squared_error: 30.7307 - output22_mean_squared_error: 22.8613 - output23_mean_squared_error: 15.5961 - output24_mean_squared_error: 22.3898 - output25_mean_squared_error: 28.2580 - output26_mean_squared_error: 14.7654 - output27_mean_squared_error: 29.6895 - output28_mean_squared_error: 23.3704 - output29_mean_squared_error: 31.1634 Epoch 917/2000 121/121 [==============================] - 0s 583us/step - loss: 653.4399 - output00_loss: 12.5187 - output01_loss: 15.0334 - output02_loss: 23.3739 - output03_loss: 33.6383 - output04_loss: 29.1265 - output05_loss: 18.7298 - output06_loss: 23.0801 - output07_loss: 24.7369 - output08_loss: 14.9825 - output09_loss: 19.8213 - output10_loss: 19.3421 - output11_loss: 20.9257 - output12_loss: 17.5368 - output13_loss: 27.1844 - output14_loss: 19.8204 - output15_loss: 29.8846 - output16_loss: 20.8602 - output17_loss: 23.3671 - output18_loss: 14.3769 - output19_loss: 12.0276 - output20_loss: 14.2837 - output21_loss: 30.7263 - output22_loss: 22.8589 - output23_loss: 15.5952 - output24_loss: 22.3864 - output25_loss: 28.2561 - output26_loss: 14.7642 - output27_loss: 29.6859 - output28_loss: 23.3632 - output29_loss: 31.1526 - output00_mean_squared_error: 12.5187 - output01_mean_squared_error: 15.0334 - output02_mean_squared_error: 23.3739 - output03_mean_squared_error: 33.6383 - output04_mean_squared_error: 29.1265 - output05_mean_squared_error: 18.7298 - output06_mean_squared_error: 23.0801 - output07_mean_squared_error: 24.7369 - output08_mean_squared_error: 14.9825 - output09_mean_squared_error: 19.8213 - output10_mean_squared_error: 19.3421 - output11_mean_squared_error: 20.9257 - output12_mean_squared_error: 17.5368 - output13_mean_squared_error: 27.1844 - output14_mean_squared_error: 19.8204 - output15_mean_squared_error: 29.8846 - output16_mean_squared_error: 20.8602 - output17_mean_squared_error: 23.3671 - output18_mean_squared_error: 14.3769 - output19_mean_squared_error: 12.0276 - output20_mean_squared_error: 14.2837 - output21_mean_squared_error: 30.7263 - output22_mean_squared_error: 22.8589 - output23_mean_squared_error: 15.5952 - output24_mean_squared_error: 22.3864 - output25_mean_squared_error: 28.2561 - output26_mean_squared_error: 14.7642 - output27_mean_squared_error: 29.6859 - output28_mean_squared_error: 23.3632 - output29_mean_squared_error: 31.1526 Epoch 918/2000 121/121 [==============================] - 0s 983us/step - loss: 653.3171 - output00_loss: 12.5181 - output01_loss: 15.0290 - output02_loss: 23.3686 - output03_loss: 33.6330 - output04_loss: 29.1183 - output05_loss: 18.7286 - output06_loss: 23.0711 - output07_loss: 24.7292 - output08_loss: 14.9794 - output09_loss: 19.8187 - output10_loss: 19.3410 - output11_loss: 20.9247 - output12_loss: 17.5332 - output13_loss: 27.1791 - output14_loss: 19.8147 - output15_loss: 29.8789 - output16_loss: 20.8596 - output17_loss: 23.3619 - output18_loss: 14.3757 - output19_loss: 12.0242 - output20_loss: 14.2770 - output21_loss: 30.7220 - output22_loss: 22.8566 - output23_loss: 15.5943 - output24_loss: 22.3830 - output25_loss: 28.2543 - output26_loss: 14.7631 - output27_loss: 29.6823 - output28_loss: 23.3560 - output29_loss: 31.1419 - output00_mean_squared_error: 12.5181 - output01_mean_squared_error: 15.0290 - output02_mean_squared_error: 23.3686 - output03_mean_squared_error: 33.6330 - output04_mean_squared_error: 29.1183 - output05_mean_squared_error: 18.7286 - output06_mean_squared_error: 23.0711 - output07_mean_squared_error: 24.7292 - output08_mean_squared_error: 14.9794 - output09_mean_squared_error: 19.8187 - output10_mean_squared_error: 19.3410 - output11_mean_squared_error: 20.9247 - output12_mean_squared_error: 17.5332 - output13_mean_squared_error: 27.1791 - output14_mean_squared_error: 19.8147 - output15_mean_squared_error: 29.8789 - output16_mean_squared_error: 20.8596 - output17_mean_squared_error: 23.3619 - output18_mean_squared_error: 14.3757 - output19_mean_squared_error: 12.0242 - output20_mean_squared_error: 14.2770 - output21_mean_squared_error: 30.7220 - output22_mean_squared_error: 22.8566 - output23_mean_squared_error: 15.5943 - output24_mean_squared_error: 22.3830 - output25_mean_squared_error: 28.2543 - output26_mean_squared_error: 14.7631 - output27_mean_squared_error: 29.6823 - output28_mean_squared_error: 23.3560 - output29_mean_squared_error: 31.1419 Epoch 919/2000 121/121 [==============================] - 0s 876us/step - loss: 653.1947 - output00_loss: 12.5174 - output01_loss: 15.0246 - output02_loss: 23.3633 - output03_loss: 33.6276 - output04_loss: 29.1101 - output05_loss: 18.7274 - output06_loss: 23.0621 - output07_loss: 24.7216 - output08_loss: 14.9763 - output09_loss: 19.8160 - output10_loss: 19.3399 - output11_loss: 20.9237 - output12_loss: 17.5296 - output13_loss: 27.1738 - output14_loss: 19.8089 - output15_loss: 29.8732 - output16_loss: 20.8590 - output17_loss: 23.3566 - output18_loss: 14.3745 - output19_loss: 12.0209 - output20_loss: 14.2702 - output21_loss: 30.7177 - output22_loss: 22.8543 - output23_loss: 15.5934 - output24_loss: 22.3796 - output25_loss: 28.2524 - output26_loss: 14.7620 - output27_loss: 29.6787 - output28_loss: 23.3489 - output29_loss: 31.1312 - output00_mean_squared_error: 12.5174 - output01_mean_squared_error: 15.0246 - output02_mean_squared_error: 23.3633 - output03_mean_squared_error: 33.6276 - output04_mean_squared_error: 29.1101 - output05_mean_squared_error: 18.7274 - output06_mean_squared_error: 23.0621 - output07_mean_squared_error: 24.7216 - output08_mean_squared_error: 14.9763 - output09_mean_squared_error: 19.8160 - output10_mean_squared_error: 19.3399 - output11_mean_squared_error: 20.9237 - output12_mean_squared_error: 17.5296 - output13_mean_squared_error: 27.1738 - output14_mean_squared_error: 19.8089 - output15_mean_squared_error: 29.8732 - output16_mean_squared_error: 20.8590 - output17_mean_squared_error: 23.3566 - output18_mean_squared_error: 14.3745 - output19_mean_squared_error: 12.0209 - output20_mean_squared_error: 14.2702 - output21_mean_squared_error: 30.7177 - output22_mean_squared_error: 22.8543 - output23_mean_squared_error: 15.5934 - output24_mean_squared_error: 22.3796 - output25_mean_squared_error: 28.2524 - output26_mean_squared_error: 14.7620 - output27_mean_squared_error: 29.6787 - output28_mean_squared_error: 23.3489 - output29_mean_squared_error: 31.1312 Epoch 920/2000 121/121 [==============================] - 0s 581us/step - loss: 653.0725 - output00_loss: 12.5167 - output01_loss: 15.0202 - output02_loss: 23.3580 - output03_loss: 33.6222 - output04_loss: 29.1019 - output05_loss: 18.7262 - output06_loss: 23.0531 - output07_loss: 24.7140 - output08_loss: 14.9732 - output09_loss: 19.8134 - output10_loss: 19.3388 - output11_loss: 20.9227 - output12_loss: 17.5260 - output13_loss: 27.1686 - output14_loss: 19.8032 - output15_loss: 29.8674 - output16_loss: 20.8584 - output17_loss: 23.3514 - output18_loss: 14.3733 - output19_loss: 12.0175 - output20_loss: 14.2635 - output21_loss: 30.7134 - output22_loss: 22.8520 - output23_loss: 15.5925 - output24_loss: 22.3762 - output25_loss: 28.2506 - output26_loss: 14.7609 - output27_loss: 29.6751 - output28_loss: 23.3417 - output29_loss: 31.1205 - output00_mean_squared_error: 12.5167 - output01_mean_squared_error: 15.0202 - output02_mean_squared_error: 23.3580 - output03_mean_squared_error: 33.6222 - output04_mean_squared_error: 29.1019 - output05_mean_squared_error: 18.7262 - output06_mean_squared_error: 23.0531 - output07_mean_squared_error: 24.7140 - output08_mean_squared_error: 14.9732 - output09_mean_squared_error: 19.8134 - output10_mean_squared_error: 19.3388 - output11_mean_squared_error: 20.9227 - output12_mean_squared_error: 17.5260 - output13_mean_squared_error: 27.1686 - output14_mean_squared_error: 19.8032 - output15_mean_squared_error: 29.8674 - output16_mean_squared_error: 20.8584 - output17_mean_squared_error: 23.3514 - output18_mean_squared_error: 14.3733 - output19_mean_squared_error: 12.0175 - output20_mean_squared_error: 14.2635 - output21_mean_squared_error: 30.7134 - output22_mean_squared_error: 22.8520 - output23_mean_squared_error: 15.5925 - output24_mean_squared_error: 22.3762 - output25_mean_squared_error: 28.2506 - output26_mean_squared_error: 14.7609 - output27_mean_squared_error: 29.6751 - output28_mean_squared_error: 23.3417 - output29_mean_squared_error: 31.1205 Epoch 921/2000 121/121 [==============================] - 0s 901us/step - loss: 652.9507 - output00_loss: 12.5160 - output01_loss: 15.0158 - output02_loss: 23.3527 - output03_loss: 33.6169 - output04_loss: 29.0937 - output05_loss: 18.7250 - output06_loss: 23.0441 - output07_loss: 24.7064 - output08_loss: 14.9701 - output09_loss: 19.8108 - output10_loss: 19.3377 - output11_loss: 20.9217 - output12_loss: 17.5225 - output13_loss: 27.1633 - output14_loss: 19.7975 - output15_loss: 29.8617 - output16_loss: 20.8578 - output17_loss: 23.3462 - output18_loss: 14.3722 - output19_loss: 12.0141 - output20_loss: 14.2568 - output21_loss: 30.7091 - output22_loss: 22.8497 - output23_loss: 15.5916 - output24_loss: 22.3728 - output25_loss: 28.2488 - output26_loss: 14.7598 - output27_loss: 29.6715 - output28_loss: 23.3345 - output29_loss: 31.1098 - output00_mean_squared_error: 12.5160 - output01_mean_squared_error: 15.0158 - output02_mean_squared_error: 23.3527 - output03_mean_squared_error: 33.6169 - output04_mean_squared_error: 29.0937 - output05_mean_squared_error: 18.7250 - output06_mean_squared_error: 23.0441 - output07_mean_squared_error: 24.7064 - output08_mean_squared_error: 14.9701 - output09_mean_squared_error: 19.8108 - output10_mean_squared_error: 19.3377 - output11_mean_squared_error: 20.9217 - output12_mean_squared_error: 17.5225 - output13_mean_squared_error: 27.1633 - output14_mean_squared_error: 19.7975 - output15_mean_squared_error: 29.8617 - output16_mean_squared_error: 20.8578 - output17_mean_squared_error: 23.3462 - output18_mean_squared_error: 14.3722 - output19_mean_squared_error: 12.0141 - output20_mean_squared_error: 14.2568 - output21_mean_squared_error: 30.7091 - output22_mean_squared_error: 22.8497 - output23_mean_squared_error: 15.5916 - output24_mean_squared_error: 22.3728 - output25_mean_squared_error: 28.2488 - output26_mean_squared_error: 14.7598 - output27_mean_squared_error: 29.6715 - output28_mean_squared_error: 23.3345 - output29_mean_squared_error: 31.1098 Epoch 922/2000 121/121 [==============================] - 0s 550us/step - loss: 652.8291 - output00_loss: 12.5153 - output01_loss: 15.0115 - output02_loss: 23.3475 - output03_loss: 33.6116 - output04_loss: 29.0856 - output05_loss: 18.7238 - output06_loss: 23.0351 - output07_loss: 24.6988 - output08_loss: 14.9670 - output09_loss: 19.8082 - output10_loss: 19.3366 - output11_loss: 20.9208 - output12_loss: 17.5189 - output13_loss: 27.1581 - output14_loss: 19.7919 - output15_loss: 29.8560 - output16_loss: 20.8572 - output17_loss: 23.3410 - output18_loss: 14.3710 - output19_loss: 12.0107 - output20_loss: 14.2501 - output21_loss: 30.7048 - output22_loss: 22.8474 - output23_loss: 15.5907 - output24_loss: 22.3695 - output25_loss: 28.2469 - output26_loss: 14.7587 - output27_loss: 29.6679 - output28_loss: 23.3274 - output29_loss: 31.0991 - output00_mean_squared_error: 12.5153 - output01_mean_squared_error: 15.0115 - output02_mean_squared_error: 23.3475 - output03_mean_squared_error: 33.6116 - output04_mean_squared_error: 29.0856 - output05_mean_squared_error: 18.7238 - output06_mean_squared_error: 23.0351 - output07_mean_squared_error: 24.6988 - output08_mean_squared_error: 14.9670 - output09_mean_squared_error: 19.8082 - output10_mean_squared_error: 19.3366 - output11_mean_squared_error: 20.9208 - output12_mean_squared_error: 17.5189 - output13_mean_squared_error: 27.1581 - output14_mean_squared_error: 19.7919 - output15_mean_squared_error: 29.8560 - output16_mean_squared_error: 20.8572 - output17_mean_squared_error: 23.3410 - output18_mean_squared_error: 14.3710 - output19_mean_squared_error: 12.0107 - output20_mean_squared_error: 14.2501 - output21_mean_squared_error: 30.7048 - output22_mean_squared_error: 22.8474 - output23_mean_squared_error: 15.5907 - output24_mean_squared_error: 22.3695 - output25_mean_squared_error: 28.2469 - output26_mean_squared_error: 14.7587 - output27_mean_squared_error: 29.6679 - output28_mean_squared_error: 23.3274 - output29_mean_squared_error: 31.0991 Epoch 923/2000 121/121 [==============================] - 0s 656us/step - loss: 652.7078 - output00_loss: 12.5146 - output01_loss: 15.0071 - output02_loss: 23.3422 - output03_loss: 33.6063 - output04_loss: 29.0774 - output05_loss: 18.7227 - output06_loss: 23.0262 - output07_loss: 24.6913 - output08_loss: 14.9639 - output09_loss: 19.8056 - output10_loss: 19.3355 - output11_loss: 20.9198 - output12_loss: 17.5154 - output13_loss: 27.1528 - output14_loss: 19.7862 - output15_loss: 29.8503 - output16_loss: 20.8566 - output17_loss: 23.3359 - output18_loss: 14.3698 - output19_loss: 12.0074 - output20_loss: 14.2435 - output21_loss: 30.7005 - output22_loss: 22.8451 - output23_loss: 15.5899 - output24_loss: 22.3661 - output25_loss: 28.2451 - output26_loss: 14.7576 - output27_loss: 29.6643 - output28_loss: 23.3203 - output29_loss: 31.0884 - output00_mean_squared_error: 12.5146 - output01_mean_squared_error: 15.0071 - output02_mean_squared_error: 23.3422 - output03_mean_squared_error: 33.6063 - output04_mean_squared_error: 29.0774 - output05_mean_squared_error: 18.7227 - output06_mean_squared_error: 23.0262 - output07_mean_squared_error: 24.6913 - output08_mean_squared_error: 14.9639 - output09_mean_squared_error: 19.8056 - output10_mean_squared_error: 19.3355 - output11_mean_squared_error: 20.9198 - output12_mean_squared_error: 17.5154 - output13_mean_squared_error: 27.1528 - output14_mean_squared_error: 19.7862 - output15_mean_squared_error: 29.8503 - output16_mean_squared_error: 20.8566 - output17_mean_squared_error: 23.3359 - output18_mean_squared_error: 14.3698 - output19_mean_squared_error: 12.0074 - output20_mean_squared_error: 14.2435 - output21_mean_squared_error: 30.7005 - output22_mean_squared_error: 22.8451 - output23_mean_squared_error: 15.5899 - output24_mean_squared_error: 22.3661 - output25_mean_squared_error: 28.2451 - output26_mean_squared_error: 14.7576 - output27_mean_squared_error: 29.6643 - output28_mean_squared_error: 23.3203 - output29_mean_squared_error: 31.0884 Epoch 924/2000 121/121 [==============================] - 0s 937us/step - loss: 652.5868 - output00_loss: 12.5140 - output01_loss: 15.0028 - output02_loss: 23.3370 - output03_loss: 33.6010 - output04_loss: 29.0693 - output05_loss: 18.7215 - output06_loss: 23.0173 - output07_loss: 24.6837 - output08_loss: 14.9609 - output09_loss: 19.8030 - output10_loss: 19.3345 - output11_loss: 20.9188 - output12_loss: 17.5119 - output13_loss: 27.1476 - output14_loss: 19.7805 - output15_loss: 29.8446 - output16_loss: 20.8561 - output17_loss: 23.3307 - output18_loss: 14.3687 - output19_loss: 12.0040 - output20_loss: 14.2368 - output21_loss: 30.6963 - output22_loss: 22.8428 - output23_loss: 15.5890 - output24_loss: 22.3627 - output25_loss: 28.2433 - output26_loss: 14.7565 - output27_loss: 29.6608 - output28_loss: 23.3131 - output29_loss: 31.0778 - output00_mean_squared_error: 12.5140 - output01_mean_squared_error: 15.0028 - output02_mean_squared_error: 23.3370 - output03_mean_squared_error: 33.6010 - output04_mean_squared_error: 29.0693 - output05_mean_squared_error: 18.7215 - output06_mean_squared_error: 23.0173 - output07_mean_squared_error: 24.6837 - output08_mean_squared_error: 14.9609 - output09_mean_squared_error: 19.8030 - output10_mean_squared_error: 19.3345 - output11_mean_squared_error: 20.9188 - output12_mean_squared_error: 17.5119 - output13_mean_squared_error: 27.1476 - output14_mean_squared_error: 19.7805 - output15_mean_squared_error: 29.8446 - output16_mean_squared_error: 20.8561 - output17_mean_squared_error: 23.3307 - output18_mean_squared_error: 14.3687 - output19_mean_squared_error: 12.0040 - output20_mean_squared_error: 14.2368 - output21_mean_squared_error: 30.6963 - output22_mean_squared_error: 22.8428 - output23_mean_squared_error: 15.5890 - output24_mean_squared_error: 22.3627 - output25_mean_squared_error: 28.2433 - output26_mean_squared_error: 14.7565 - output27_mean_squared_error: 29.6608 - output28_mean_squared_error: 23.3131 - output29_mean_squared_error: 31.0778 Epoch 925/2000 121/121 [==============================] - 0s 586us/step - loss: 652.4662 - output00_loss: 12.5133 - output01_loss: 14.9985 - output02_loss: 23.3318 - output03_loss: 33.5957 - output04_loss: 29.0612 - output05_loss: 18.7203 - output06_loss: 23.0084 - output07_loss: 24.6762 - output08_loss: 14.9578 - output09_loss: 19.8004 - output10_loss: 19.3334 - output11_loss: 20.9179 - output12_loss: 17.5084 - output13_loss: 27.1423 - output14_loss: 19.7749 - output15_loss: 29.8390 - output16_loss: 20.8555 - output17_loss: 23.3256 - output18_loss: 14.3675 - output19_loss: 12.0007 - output20_loss: 14.2302 - output21_loss: 30.6921 - output22_loss: 22.8405 - output23_loss: 15.5881 - output24_loss: 22.3594 - output25_loss: 28.2415 - output26_loss: 14.7554 - output27_loss: 29.6572 - output28_loss: 23.3060 - output29_loss: 31.0671 - output00_mean_squared_error: 12.5133 - output01_mean_squared_error: 14.9985 - output02_mean_squared_error: 23.3318 - output03_mean_squared_error: 33.5957 - output04_mean_squared_error: 29.0612 - output05_mean_squared_error: 18.7203 - output06_mean_squared_error: 23.0084 - output07_mean_squared_error: 24.6762 - output08_mean_squared_error: 14.9578 - output09_mean_squared_error: 19.8004 - output10_mean_squared_error: 19.3334 - output11_mean_squared_error: 20.9179 - output12_mean_squared_error: 17.5084 - output13_mean_squared_error: 27.1423 - output14_mean_squared_error: 19.7749 - output15_mean_squared_error: 29.8390 - output16_mean_squared_error: 20.8555 - output17_mean_squared_error: 23.3256 - output18_mean_squared_error: 14.3675 - output19_mean_squared_error: 12.0007 - output20_mean_squared_error: 14.2302 - output21_mean_squared_error: 30.6921 - output22_mean_squared_error: 22.8405 - output23_mean_squared_error: 15.5881 - output24_mean_squared_error: 22.3594 - output25_mean_squared_error: 28.2415 - output26_mean_squared_error: 14.7554 - output27_mean_squared_error: 29.6572 - output28_mean_squared_error: 23.3060 - output29_mean_squared_error: 31.0671 Epoch 926/2000 121/121 [==============================] - 0s 798us/step - loss: 652.3459 - output00_loss: 12.5126 - output01_loss: 14.9941 - output02_loss: 23.3266 - output03_loss: 33.5905 - output04_loss: 29.0531 - output05_loss: 18.7192 - output06_loss: 22.9995 - output07_loss: 24.6687 - output08_loss: 14.9548 - output09_loss: 19.7979 - output10_loss: 19.3323 - output11_loss: 20.9169 - output12_loss: 17.5049 - output13_loss: 27.1371 - output14_loss: 19.7692 - output15_loss: 29.8333 - output16_loss: 20.8549 - output17_loss: 23.3204 - output18_loss: 14.3663 - output19_loss: 11.9973 - output20_loss: 14.2235 - output21_loss: 30.6879 - output22_loss: 22.8383 - output23_loss: 15.5872 - output24_loss: 22.3561 - output25_loss: 28.2397 - output26_loss: 14.7543 - output27_loss: 29.6537 - output28_loss: 23.2989 - output29_loss: 31.0565 - output00_mean_squared_error: 12.5126 - output01_mean_squared_error: 14.9941 - output02_mean_squared_error: 23.3266 - output03_mean_squared_error: 33.5905 - output04_mean_squared_error: 29.0531 - output05_mean_squared_error: 18.7192 - output06_mean_squared_error: 22.9995 - output07_mean_squared_error: 24.6687 - output08_mean_squared_error: 14.9548 - output09_mean_squared_error: 19.7979 - output10_mean_squared_error: 19.3323 - output11_mean_squared_error: 20.9169 - output12_mean_squared_error: 17.5049 - output13_mean_squared_error: 27.1371 - output14_mean_squared_error: 19.7692 - output15_mean_squared_error: 29.8333 - output16_mean_squared_error: 20.8549 - output17_mean_squared_error: 23.3204 - output18_mean_squared_error: 14.3663 - output19_mean_squared_error: 11.9973 - output20_mean_squared_error: 14.2235 - output21_mean_squared_error: 30.6879 - output22_mean_squared_error: 22.8383 - output23_mean_squared_error: 15.5872 - output24_mean_squared_error: 22.3561 - output25_mean_squared_error: 28.2397 - output26_mean_squared_error: 14.7543 - output27_mean_squared_error: 29.6537 - output28_mean_squared_error: 23.2989 - output29_mean_squared_error: 31.0565 Epoch 927/2000 121/121 [==============================] - 0s 925us/step - loss: 652.2258 - output00_loss: 12.5120 - output01_loss: 14.9898 - output02_loss: 23.3214 - output03_loss: 33.5852 - output04_loss: 29.0450 - output05_loss: 18.7180 - output06_loss: 22.9906 - output07_loss: 24.6612 - output08_loss: 14.9517 - output09_loss: 19.7953 - output10_loss: 19.3313 - output11_loss: 20.9160 - output12_loss: 17.5014 - output13_loss: 27.1319 - output14_loss: 19.7636 - output15_loss: 29.8277 - output16_loss: 20.8543 - output17_loss: 23.3153 - output18_loss: 14.3652 - output19_loss: 11.9940 - output20_loss: 14.2169 - output21_loss: 30.6837 - output22_loss: 22.8360 - output23_loss: 15.5864 - output24_loss: 22.3528 - output25_loss: 28.2379 - output26_loss: 14.7532 - output27_loss: 29.6501 - output28_loss: 23.2919 - output29_loss: 31.0459 - output00_mean_squared_error: 12.5120 - output01_mean_squared_error: 14.9898 - output02_mean_squared_error: 23.3214 - output03_mean_squared_error: 33.5852 - output04_mean_squared_error: 29.0450 - output05_mean_squared_error: 18.7180 - output06_mean_squared_error: 22.9906 - output07_mean_squared_error: 24.6612 - output08_mean_squared_error: 14.9517 - output09_mean_squared_error: 19.7953 - output10_mean_squared_error: 19.3313 - output11_mean_squared_error: 20.9160 - output12_mean_squared_error: 17.5014 - output13_mean_squared_error: 27.1319 - output14_mean_squared_error: 19.7636 - output15_mean_squared_error: 29.8277 - output16_mean_squared_error: 20.8543 - output17_mean_squared_error: 23.3153 - output18_mean_squared_error: 14.3652 - output19_mean_squared_error: 11.9940 - output20_mean_squared_error: 14.2169 - output21_mean_squared_error: 30.6837 - output22_mean_squared_error: 22.8360 - output23_mean_squared_error: 15.5864 - output24_mean_squared_error: 22.3528 - output25_mean_squared_error: 28.2379 - output26_mean_squared_error: 14.7532 - output27_mean_squared_error: 29.6501 - output28_mean_squared_error: 23.2919 - output29_mean_squared_error: 31.0459 Epoch 928/2000 121/121 [==============================] - 0s 1ms/step - loss: 652.1059 - output00_loss: 12.5113 - output01_loss: 14.9855 - output02_loss: 23.3162 - output03_loss: 33.5800 - output04_loss: 29.0369 - output05_loss: 18.7169 - output06_loss: 22.9818 - output07_loss: 24.6537 - output08_loss: 14.9487 - output09_loss: 19.7927 - output10_loss: 19.3302 - output11_loss: 20.9150 - output12_loss: 17.4980 - output13_loss: 27.1267 - output14_loss: 19.7580 - output15_loss: 29.8220 - output16_loss: 20.8538 - output17_loss: 23.3102 - output18_loss: 14.3641 - output19_loss: 11.9906 - output20_loss: 14.2103 - output21_loss: 30.6795 - output22_loss: 22.8338 - output23_loss: 15.5855 - output24_loss: 22.3494 - output25_loss: 28.2361 - output26_loss: 14.7522 - output27_loss: 29.6466 - output28_loss: 23.2848 - output29_loss: 31.0354 - output00_mean_squared_error: 12.5113 - output01_mean_squared_error: 14.9855 - output02_mean_squared_error: 23.3162 - output03_mean_squared_error: 33.5800 - output04_mean_squared_error: 29.0369 - output05_mean_squared_error: 18.7169 - output06_mean_squared_error: 22.9818 - output07_mean_squared_error: 24.6537 - output08_mean_squared_error: 14.9487 - output09_mean_squared_error: 19.7927 - output10_mean_squared_error: 19.3302 - output11_mean_squared_error: 20.9150 - output12_mean_squared_error: 17.4980 - output13_mean_squared_error: 27.1267 - output14_mean_squared_error: 19.7580 - output15_mean_squared_error: 29.8220 - output16_mean_squared_error: 20.8538 - output17_mean_squared_error: 23.3102 - output18_mean_squared_error: 14.3641 - output19_mean_squared_error: 11.9906 - output20_mean_squared_error: 14.2103 - output21_mean_squared_error: 30.6795 - output22_mean_squared_error: 22.8338 - output23_mean_squared_error: 15.5855 - output24_mean_squared_error: 22.3494 - output25_mean_squared_error: 28.2361 - output26_mean_squared_error: 14.7522 - output27_mean_squared_error: 29.6466 - output28_mean_squared_error: 23.2848 - output29_mean_squared_error: 31.0354 Epoch 929/2000 121/121 [==============================] - 0s 455us/step - loss: 651.9864 - output00_loss: 12.5106 - output01_loss: 14.9812 - output02_loss: 23.3110 - output03_loss: 33.5748 - output04_loss: 29.0289 - output05_loss: 18.7157 - output06_loss: 22.9729 - output07_loss: 24.6462 - output08_loss: 14.9457 - output09_loss: 19.7902 - output10_loss: 19.3291 - output11_loss: 20.9141 - output12_loss: 17.4945 - output13_loss: 27.1215 - output14_loss: 19.7524 - output15_loss: 29.8164 - output16_loss: 20.8532 - output17_loss: 23.3051 - output18_loss: 14.3629 - output19_loss: 11.9873 - output20_loss: 14.2037 - output21_loss: 30.6753 - output22_loss: 22.8315 - output23_loss: 15.5847 - output24_loss: 22.3461 - output25_loss: 28.2343 - output26_loss: 14.7511 - output27_loss: 29.6431 - output28_loss: 23.2777 - output29_loss: 31.0248 - output00_mean_squared_error: 12.5106 - output01_mean_squared_error: 14.9812 - output02_mean_squared_error: 23.3110 - output03_mean_squared_error: 33.5748 - output04_mean_squared_error: 29.0289 - output05_mean_squared_error: 18.7157 - output06_mean_squared_error: 22.9729 - output07_mean_squared_error: 24.6462 - output08_mean_squared_error: 14.9457 - output09_mean_squared_error: 19.7902 - output10_mean_squared_error: 19.3291 - output11_mean_squared_error: 20.9141 - output12_mean_squared_error: 17.4945 - output13_mean_squared_error: 27.1215 - output14_mean_squared_error: 19.7524 - output15_mean_squared_error: 29.8164 - output16_mean_squared_error: 20.8532 - output17_mean_squared_error: 23.3051 - output18_mean_squared_error: 14.3629 - output19_mean_squared_error: 11.9873 - output20_mean_squared_error: 14.2037 - output21_mean_squared_error: 30.6753 - output22_mean_squared_error: 22.8315 - output23_mean_squared_error: 15.5847 - output24_mean_squared_error: 22.3461 - output25_mean_squared_error: 28.2343 - output26_mean_squared_error: 14.7511 - output27_mean_squared_error: 29.6431 - output28_mean_squared_error: 23.2777 - output29_mean_squared_error: 31.0248 Epoch 930/2000 121/121 [==============================] - 0s 841us/step - loss: 651.8672 - output00_loss: 12.5100 - output01_loss: 14.9769 - output02_loss: 23.3058 - output03_loss: 33.5696 - output04_loss: 29.0208 - output05_loss: 18.7146 - output06_loss: 22.9641 - output07_loss: 24.6388 - output08_loss: 14.9427 - output09_loss: 19.7877 - output10_loss: 19.3281 - output11_loss: 20.9132 - output12_loss: 17.4911 - output13_loss: 27.1164 - output14_loss: 19.7468 - output15_loss: 29.8108 - output16_loss: 20.8526 - output17_loss: 23.3000 - output18_loss: 14.3618 - output19_loss: 11.9840 - output20_loss: 14.1972 - output21_loss: 30.6711 - output22_loss: 22.8293 - output23_loss: 15.5838 - output24_loss: 22.3429 - output25_loss: 28.2326 - output26_loss: 14.7501 - output27_loss: 29.6396 - output28_loss: 23.2707 - output29_loss: 31.0143 - output00_mean_squared_error: 12.5100 - output01_mean_squared_error: 14.9769 - output02_mean_squared_error: 23.3058 - output03_mean_squared_error: 33.5696 - output04_mean_squared_error: 29.0208 - output05_mean_squared_error: 18.7146 - output06_mean_squared_error: 22.9641 - output07_mean_squared_error: 24.6388 - output08_mean_squared_error: 14.9427 - output09_mean_squared_error: 19.7877 - output10_mean_squared_error: 19.3281 - output11_mean_squared_error: 20.9132 - output12_mean_squared_error: 17.4911 - output13_mean_squared_error: 27.1164 - output14_mean_squared_error: 19.7468 - output15_mean_squared_error: 29.8108 - output16_mean_squared_error: 20.8526 - output17_mean_squared_error: 23.3000 - output18_mean_squared_error: 14.3618 - output19_mean_squared_error: 11.9840 - output20_mean_squared_error: 14.1972 - output21_mean_squared_error: 30.6711 - output22_mean_squared_error: 22.8293 - output23_mean_squared_error: 15.5838 - output24_mean_squared_error: 22.3429 - output25_mean_squared_error: 28.2326 - output26_mean_squared_error: 14.7501 - output27_mean_squared_error: 29.6396 - output28_mean_squared_error: 23.2707 - output29_mean_squared_error: 31.0143 Epoch 931/2000 121/121 [==============================] - 0s 994us/step - loss: 651.7482 - output00_loss: 12.5093 - output01_loss: 14.9727 - output02_loss: 23.3007 - output03_loss: 33.5644 - output04_loss: 29.0128 - output05_loss: 18.7134 - output06_loss: 22.9553 - output07_loss: 24.6313 - output08_loss: 14.9397 - output09_loss: 19.7852 - output10_loss: 19.3270 - output11_loss: 20.9123 - output12_loss: 17.4876 - output13_loss: 27.1112 - output14_loss: 19.7412 - output15_loss: 29.8051 - output16_loss: 20.8521 - output17_loss: 23.2950 - output18_loss: 14.3607 - output19_loss: 11.9806 - output20_loss: 14.1906 - output21_loss: 30.6670 - output22_loss: 22.8271 - output23_loss: 15.5830 - output24_loss: 22.3396 - output25_loss: 28.2308 - output26_loss: 14.7490 - output27_loss: 29.6361 - output28_loss: 23.2637 - output29_loss: 31.0037 - output00_mean_squared_error: 12.5093 - output01_mean_squared_error: 14.9727 - output02_mean_squared_error: 23.3007 - output03_mean_squared_error: 33.5644 - output04_mean_squared_error: 29.0128 - output05_mean_squared_error: 18.7134 - output06_mean_squared_error: 22.9553 - output07_mean_squared_error: 24.6313 - output08_mean_squared_error: 14.9397 - output09_mean_squared_error: 19.7852 - output10_mean_squared_error: 19.3270 - output11_mean_squared_error: 20.9123 - output12_mean_squared_error: 17.4876 - output13_mean_squared_error: 27.1112 - output14_mean_squared_error: 19.7412 - output15_mean_squared_error: 29.8051 - output16_mean_squared_error: 20.8521 - output17_mean_squared_error: 23.2950 - output18_mean_squared_error: 14.3607 - output19_mean_squared_error: 11.9806 - output20_mean_squared_error: 14.1906 - output21_mean_squared_error: 30.6670 - output22_mean_squared_error: 22.8271 - output23_mean_squared_error: 15.5830 - output24_mean_squared_error: 22.3396 - output25_mean_squared_error: 28.2308 - output26_mean_squared_error: 14.7490 - output27_mean_squared_error: 29.6361 - output28_mean_squared_error: 23.2637 - output29_mean_squared_error: 31.0037 Epoch 932/2000 121/121 [==============================] - 0s 540us/step - loss: 651.6295 - output00_loss: 12.5087 - output01_loss: 14.9684 - output02_loss: 23.2955 - output03_loss: 33.5593 - output04_loss: 29.0048 - output05_loss: 18.7123 - output06_loss: 22.9465 - output07_loss: 24.6239 - output08_loss: 14.9367 - output09_loss: 19.7826 - output10_loss: 19.3260 - output11_loss: 20.9113 - output12_loss: 17.4842 - output13_loss: 27.1060 - output14_loss: 19.7357 - output15_loss: 29.7995 - output16_loss: 20.8515 - output17_loss: 23.2899 - output18_loss: 14.3595 - output19_loss: 11.9773 - output20_loss: 14.1841 - output21_loss: 30.6629 - output22_loss: 22.8249 - output23_loss: 15.5821 - output24_loss: 22.3363 - output25_loss: 28.2290 - output26_loss: 14.7479 - output27_loss: 29.6326 - output28_loss: 23.2566 - output29_loss: 30.9932 - output00_mean_squared_error: 12.5087 - output01_mean_squared_error: 14.9684 - output02_mean_squared_error: 23.2955 - output03_mean_squared_error: 33.5593 - output04_mean_squared_error: 29.0048 - output05_mean_squared_error: 18.7123 - output06_mean_squared_error: 22.9465 - output07_mean_squared_error: 24.6239 - output08_mean_squared_error: 14.9367 - output09_mean_squared_error: 19.7826 - output10_mean_squared_error: 19.3260 - output11_mean_squared_error: 20.9113 - output12_mean_squared_error: 17.4842 - output13_mean_squared_error: 27.1060 - output14_mean_squared_error: 19.7357 - output15_mean_squared_error: 29.7995 - output16_mean_squared_error: 20.8515 - output17_mean_squared_error: 23.2899 - output18_mean_squared_error: 14.3595 - output19_mean_squared_error: 11.9773 - output20_mean_squared_error: 14.1841 - output21_mean_squared_error: 30.6629 - output22_mean_squared_error: 22.8249 - output23_mean_squared_error: 15.5821 - output24_mean_squared_error: 22.3363 - output25_mean_squared_error: 28.2290 - output26_mean_squared_error: 14.7479 - output27_mean_squared_error: 29.6326 - output28_mean_squared_error: 23.2566 - output29_mean_squared_error: 30.9932 Epoch 933/2000 121/121 [==============================] - 0s 988us/step - loss: 651.5111 - output00_loss: 12.5080 - output01_loss: 14.9641 - output02_loss: 23.2904 - output03_loss: 33.5541 - output04_loss: 28.9967 - output05_loss: 18.7112 - output06_loss: 22.9378 - output07_loss: 24.6165 - output08_loss: 14.9337 - output09_loss: 19.7801 - output10_loss: 19.3250 - output11_loss: 20.9104 - output12_loss: 17.4808 - output13_loss: 27.1009 - output14_loss: 19.7301 - output15_loss: 29.7939 - output16_loss: 20.8510 - output17_loss: 23.2849 - output18_loss: 14.3584 - output19_loss: 11.9740 - output20_loss: 14.1776 - output21_loss: 30.6588 - output22_loss: 22.8227 - output23_loss: 15.5813 - output24_loss: 22.3330 - output25_loss: 28.2273 - output26_loss: 14.7469 - output27_loss: 29.6291 - output28_loss: 23.2496 - output29_loss: 30.9827 - output00_mean_squared_error: 12.5080 - output01_mean_squared_error: 14.9641 - output02_mean_squared_error: 23.2904 - output03_mean_squared_error: 33.5541 - output04_mean_squared_error: 28.9967 - output05_mean_squared_error: 18.7112 - output06_mean_squared_error: 22.9378 - output07_mean_squared_error: 24.6165 - output08_mean_squared_error: 14.9337 - output09_mean_squared_error: 19.7801 - output10_mean_squared_error: 19.3250 - output11_mean_squared_error: 20.9104 - output12_mean_squared_error: 17.4808 - output13_mean_squared_error: 27.1009 - output14_mean_squared_error: 19.7301 - output15_mean_squared_error: 29.7939 - output16_mean_squared_error: 20.8510 - output17_mean_squared_error: 23.2849 - output18_mean_squared_error: 14.3584 - output19_mean_squared_error: 11.9740 - output20_mean_squared_error: 14.1776 - output21_mean_squared_error: 30.6588 - output22_mean_squared_error: 22.8227 - output23_mean_squared_error: 15.5813 - output24_mean_squared_error: 22.3330 - output25_mean_squared_error: 28.2273 - output26_mean_squared_error: 14.7469 - output27_mean_squared_error: 29.6291 - output28_mean_squared_error: 23.2496 - output29_mean_squared_error: 30.9827 Epoch 934/2000 121/121 [==============================] - 0s 867us/step - loss: 651.3929 - output00_loss: 12.5074 - output01_loss: 14.9599 - output02_loss: 23.2853 - output03_loss: 33.5490 - output04_loss: 28.9887 - output05_loss: 18.7100 - output06_loss: 22.9290 - output07_loss: 24.6091 - output08_loss: 14.9308 - output09_loss: 19.7776 - output10_loss: 19.3239 - output11_loss: 20.9095 - output12_loss: 17.4774 - output13_loss: 27.0957 - output14_loss: 19.7245 - output15_loss: 29.7884 - output16_loss: 20.8504 - output17_loss: 23.2799 - output18_loss: 14.3573 - output19_loss: 11.9707 - output20_loss: 14.1711 - output21_loss: 30.6547 - output22_loss: 22.8205 - output23_loss: 15.5804 - output24_loss: 22.3298 - output25_loss: 28.2256 - output26_loss: 14.7459 - output27_loss: 29.6256 - output28_loss: 23.2426 - output29_loss: 30.9722 - output00_mean_squared_error: 12.5074 - output01_mean_squared_error: 14.9599 - output02_mean_squared_error: 23.2853 - output03_mean_squared_error: 33.5490 - output04_mean_squared_error: 28.9887 - output05_mean_squared_error: 18.7100 - output06_mean_squared_error: 22.9290 - output07_mean_squared_error: 24.6091 - output08_mean_squared_error: 14.9308 - output09_mean_squared_error: 19.7776 - output10_mean_squared_error: 19.3239 - output11_mean_squared_error: 20.9095 - output12_mean_squared_error: 17.4774 - output13_mean_squared_error: 27.0957 - output14_mean_squared_error: 19.7245 - output15_mean_squared_error: 29.7884 - output16_mean_squared_error: 20.8504 - output17_mean_squared_error: 23.2799 - output18_mean_squared_error: 14.3573 - output19_mean_squared_error: 11.9707 - output20_mean_squared_error: 14.1711 - output21_mean_squared_error: 30.6547 - output22_mean_squared_error: 22.8205 - output23_mean_squared_error: 15.5804 - output24_mean_squared_error: 22.3298 - output25_mean_squared_error: 28.2256 - output26_mean_squared_error: 14.7459 - output27_mean_squared_error: 29.6256 - output28_mean_squared_error: 23.2426 - output29_mean_squared_error: 30.9722 Epoch 935/2000 121/121 [==============================] - 0s 1ms/step - loss: 651.2752 - output00_loss: 12.5068 - output01_loss: 14.9556 - output02_loss: 23.2802 - output03_loss: 33.5439 - output04_loss: 28.9807 - output05_loss: 18.7089 - output06_loss: 22.9203 - output07_loss: 24.6017 - output08_loss: 14.9278 - output09_loss: 19.7752 - output10_loss: 19.3229 - output11_loss: 20.9086 - output12_loss: 17.4740 - output13_loss: 27.0906 - output14_loss: 19.7190 - output15_loss: 29.7828 - output16_loss: 20.8499 - output17_loss: 23.2749 - output18_loss: 14.3562 - output19_loss: 11.9674 - output20_loss: 14.1646 - output21_loss: 30.6506 - output22_loss: 22.8183 - output23_loss: 15.5796 - output24_loss: 22.3265 - output25_loss: 28.2238 - output26_loss: 14.7448 - output27_loss: 29.6221 - output28_loss: 23.2356 - output29_loss: 30.9618 - output00_mean_squared_error: 12.5068 - output01_mean_squared_error: 14.9556 - output02_mean_squared_error: 23.2802 - output03_mean_squared_error: 33.5439 - output04_mean_squared_error: 28.9807 - output05_mean_squared_error: 18.7089 - output06_mean_squared_error: 22.9203 - output07_mean_squared_error: 24.6017 - output08_mean_squared_error: 14.9278 - output09_mean_squared_error: 19.7752 - output10_mean_squared_error: 19.3229 - output11_mean_squared_error: 20.9086 - output12_mean_squared_error: 17.4740 - output13_mean_squared_error: 27.0906 - output14_mean_squared_error: 19.7190 - output15_mean_squared_error: 29.7828 - output16_mean_squared_error: 20.8499 - output17_mean_squared_error: 23.2749 - output18_mean_squared_error: 14.3562 - output19_mean_squared_error: 11.9674 - output20_mean_squared_error: 14.1646 - output21_mean_squared_error: 30.6506 - output22_mean_squared_error: 22.8183 - output23_mean_squared_error: 15.5796 - output24_mean_squared_error: 22.3265 - output25_mean_squared_error: 28.2238 - output26_mean_squared_error: 14.7448 - output27_mean_squared_error: 29.6221 - output28_mean_squared_error: 23.2356 - output29_mean_squared_error: 30.9618 Epoch 936/2000 121/121 [==============================] - 0s 1ms/step - loss: 651.1577 - output00_loss: 12.5061 - output01_loss: 14.9514 - output02_loss: 23.2751 - output03_loss: 33.5388 - output04_loss: 28.9728 - output05_loss: 18.7078 - output06_loss: 22.9116 - output07_loss: 24.5943 - output08_loss: 14.9249 - output09_loss: 19.7727 - output10_loss: 19.3219 - output11_loss: 20.9077 - output12_loss: 17.4707 - output13_loss: 27.0855 - output14_loss: 19.7135 - output15_loss: 29.7772 - output16_loss: 20.8493 - output17_loss: 23.2699 - output18_loss: 14.3551 - output19_loss: 11.9641 - output20_loss: 14.1581 - output21_loss: 30.6465 - output22_loss: 22.8161 - output23_loss: 15.5788 - output24_loss: 22.3233 - output25_loss: 28.2221 - output26_loss: 14.7438 - output27_loss: 29.6187 - output28_loss: 23.2287 - output29_loss: 30.9513 - output00_mean_squared_error: 12.5061 - output01_mean_squared_error: 14.9514 - output02_mean_squared_error: 23.2751 - output03_mean_squared_error: 33.5388 - output04_mean_squared_error: 28.9728 - output05_mean_squared_error: 18.7078 - output06_mean_squared_error: 22.9116 - output07_mean_squared_error: 24.5943 - output08_mean_squared_error: 14.9249 - output09_mean_squared_error: 19.7727 - output10_mean_squared_error: 19.3219 - output11_mean_squared_error: 20.9077 - output12_mean_squared_error: 17.4707 - output13_mean_squared_error: 27.0855 - output14_mean_squared_error: 19.7135 - output15_mean_squared_error: 29.7772 - output16_mean_squared_error: 20.8493 - output17_mean_squared_error: 23.2699 - output18_mean_squared_error: 14.3551 - output19_mean_squared_error: 11.9641 - output20_mean_squared_error: 14.1581 - output21_mean_squared_error: 30.6465 - output22_mean_squared_error: 22.8161 - output23_mean_squared_error: 15.5788 - output24_mean_squared_error: 22.3233 - output25_mean_squared_error: 28.2221 - output26_mean_squared_error: 14.7438 - output27_mean_squared_error: 29.6187 - output28_mean_squared_error: 23.2287 - output29_mean_squared_error: 30.9513 Epoch 937/2000 121/121 [==============================] - 0s 1ms/step - loss: 651.0404 - output00_loss: 12.5055 - output01_loss: 14.9472 - output02_loss: 23.2700 - output03_loss: 33.5337 - output04_loss: 28.9648 - output05_loss: 18.7067 - output06_loss: 22.9029 - output07_loss: 24.5870 - output08_loss: 14.9219 - output09_loss: 19.7702 - output10_loss: 19.3209 - output11_loss: 20.9068 - output12_loss: 17.4673 - output13_loss: 27.0803 - output14_loss: 19.7080 - output15_loss: 29.7717 - output16_loss: 20.8488 - output17_loss: 23.2649 - output18_loss: 14.3540 - output19_loss: 11.9608 - output20_loss: 14.1517 - output21_loss: 30.6425 - output22_loss: 22.8139 - output23_loss: 15.5779 - output24_loss: 22.3201 - output25_loss: 28.2204 - output26_loss: 14.7428 - output27_loss: 29.6152 - output28_loss: 23.2217 - output29_loss: 30.9409 - output00_mean_squared_error: 12.5055 - output01_mean_squared_error: 14.9472 - output02_mean_squared_error: 23.2700 - output03_mean_squared_error: 33.5337 - output04_mean_squared_error: 28.9648 - output05_mean_squared_error: 18.7067 - output06_mean_squared_error: 22.9029 - output07_mean_squared_error: 24.5870 - output08_mean_squared_error: 14.9219 - output09_mean_squared_error: 19.7702 - output10_mean_squared_error: 19.3209 - output11_mean_squared_error: 20.9068 - output12_mean_squared_error: 17.4673 - output13_mean_squared_error: 27.0803 - output14_mean_squared_error: 19.7080 - output15_mean_squared_error: 29.7717 - output16_mean_squared_error: 20.8488 - output17_mean_squared_error: 23.2649 - output18_mean_squared_error: 14.3540 - output19_mean_squared_error: 11.9608 - output20_mean_squared_error: 14.1517 - output21_mean_squared_error: 30.6425 - output22_mean_squared_error: 22.8139 - output23_mean_squared_error: 15.5779 - output24_mean_squared_error: 22.3201 - output25_mean_squared_error: 28.2204 - output26_mean_squared_error: 14.7428 - output27_mean_squared_error: 29.6152 - output28_mean_squared_error: 23.2217 - output29_mean_squared_error: 30.9409 Epoch 938/2000 121/121 [==============================] - 0s 986us/step - loss: 650.9233 - output00_loss: 12.5049 - output01_loss: 14.9430 - output02_loss: 23.2649 - output03_loss: 33.5287 - output04_loss: 28.9569 - output05_loss: 18.7056 - output06_loss: 22.8942 - output07_loss: 24.5796 - output08_loss: 14.9190 - output09_loss: 19.7677 - output10_loss: 19.3198 - output11_loss: 20.9060 - output12_loss: 17.4639 - output13_loss: 27.0752 - output14_loss: 19.7025 - output15_loss: 29.7661 - output16_loss: 20.8482 - output17_loss: 23.2600 - output18_loss: 14.3529 - output19_loss: 11.9575 - output20_loss: 14.1452 - output21_loss: 30.6384 - output22_loss: 22.8117 - output23_loss: 15.5771 - output24_loss: 22.3169 - output25_loss: 28.2186 - output26_loss: 14.7418 - output27_loss: 29.6118 - output28_loss: 23.2148 - output29_loss: 30.9305 - output00_mean_squared_error: 12.5049 - output01_mean_squared_error: 14.9430 - output02_mean_squared_error: 23.2649 - output03_mean_squared_error: 33.5287 - output04_mean_squared_error: 28.9569 - output05_mean_squared_error: 18.7056 - output06_mean_squared_error: 22.8942 - output07_mean_squared_error: 24.5796 - output08_mean_squared_error: 14.9190 - output09_mean_squared_error: 19.7677 - output10_mean_squared_error: 19.3198 - output11_mean_squared_error: 20.9060 - output12_mean_squared_error: 17.4639 - output13_mean_squared_error: 27.0752 - output14_mean_squared_error: 19.7025 - output15_mean_squared_error: 29.7661 - output16_mean_squared_error: 20.8482 - output17_mean_squared_error: 23.2600 - output18_mean_squared_error: 14.3529 - output19_mean_squared_error: 11.9575 - output20_mean_squared_error: 14.1452 - output21_mean_squared_error: 30.6384 - output22_mean_squared_error: 22.8117 - output23_mean_squared_error: 15.5771 - output24_mean_squared_error: 22.3169 - output25_mean_squared_error: 28.2186 - output26_mean_squared_error: 14.7418 - output27_mean_squared_error: 29.6118 - output28_mean_squared_error: 23.2148 - output29_mean_squared_error: 30.9305 Epoch 939/2000 121/121 [==============================] - 0s 896us/step - loss: 650.8067 - output00_loss: 12.5043 - output01_loss: 14.9388 - output02_loss: 23.2598 - output03_loss: 33.5236 - output04_loss: 28.9489 - output05_loss: 18.7045 - output06_loss: 22.8856 - output07_loss: 24.5723 - output08_loss: 14.9161 - output09_loss: 19.7653 - output10_loss: 19.3188 - output11_loss: 20.9051 - output12_loss: 17.4606 - output13_loss: 27.0701 - output14_loss: 19.6970 - output15_loss: 29.7606 - output16_loss: 20.8477 - output17_loss: 23.2550 - output18_loss: 14.3518 - output19_loss: 11.9542 - output20_loss: 14.1388 - output21_loss: 30.6344 - output22_loss: 22.8096 - output23_loss: 15.5763 - output24_loss: 22.3137 - output25_loss: 28.2169 - output26_loss: 14.7407 - output27_loss: 29.6083 - output28_loss: 23.2078 - output29_loss: 30.9201 - output00_mean_squared_error: 12.5043 - output01_mean_squared_error: 14.9388 - output02_mean_squared_error: 23.2598 - output03_mean_squared_error: 33.5236 - output04_mean_squared_error: 28.9489 - output05_mean_squared_error: 18.7045 - output06_mean_squared_error: 22.8856 - output07_mean_squared_error: 24.5723 - output08_mean_squared_error: 14.9161 - output09_mean_squared_error: 19.7653 - output10_mean_squared_error: 19.3188 - output11_mean_squared_error: 20.9051 - output12_mean_squared_error: 17.4606 - output13_mean_squared_error: 27.0701 - output14_mean_squared_error: 19.6970 - output15_mean_squared_error: 29.7606 - output16_mean_squared_error: 20.8477 - output17_mean_squared_error: 23.2550 - output18_mean_squared_error: 14.3518 - output19_mean_squared_error: 11.9542 - output20_mean_squared_error: 14.1388 - output21_mean_squared_error: 30.6344 - output22_mean_squared_error: 22.8096 - output23_mean_squared_error: 15.5763 - output24_mean_squared_error: 22.3137 - output25_mean_squared_error: 28.2169 - output26_mean_squared_error: 14.7407 - output27_mean_squared_error: 29.6083 - output28_mean_squared_error: 23.2078 - output29_mean_squared_error: 30.9201 Epoch 940/2000 121/121 [==============================] - 0s 1ms/step - loss: 650.6902 - output00_loss: 12.5036 - output01_loss: 14.9346 - output02_loss: 23.2548 - output03_loss: 33.5186 - output04_loss: 28.9410 - output05_loss: 18.7034 - output06_loss: 22.8769 - output07_loss: 24.5650 - output08_loss: 14.9132 - output09_loss: 19.7629 - output10_loss: 19.3178 - output11_loss: 20.9042 - output12_loss: 17.4573 - output13_loss: 27.0650 - output14_loss: 19.6915 - output15_loss: 29.7551 - output16_loss: 20.8472 - output17_loss: 23.2501 - output18_loss: 14.3507 - output19_loss: 11.9509 - output20_loss: 14.1324 - output21_loss: 30.6304 - output22_loss: 22.8074 - output23_loss: 15.5755 - output24_loss: 22.3105 - output25_loss: 28.2152 - output26_loss: 14.7397 - output27_loss: 29.6049 - output28_loss: 23.2009 - output29_loss: 30.9097 - output00_mean_squared_error: 12.5036 - output01_mean_squared_error: 14.9346 - output02_mean_squared_error: 23.2548 - output03_mean_squared_error: 33.5186 - output04_mean_squared_error: 28.9410 - output05_mean_squared_error: 18.7034 - output06_mean_squared_error: 22.8769 - output07_mean_squared_error: 24.5650 - output08_mean_squared_error: 14.9132 - output09_mean_squared_error: 19.7629 - output10_mean_squared_error: 19.3178 - output11_mean_squared_error: 20.9042 - output12_mean_squared_error: 17.4573 - output13_mean_squared_error: 27.0650 - output14_mean_squared_error: 19.6915 - output15_mean_squared_error: 29.7551 - output16_mean_squared_error: 20.8472 - output17_mean_squared_error: 23.2501 - output18_mean_squared_error: 14.3507 - output19_mean_squared_error: 11.9509 - output20_mean_squared_error: 14.1324 - output21_mean_squared_error: 30.6304 - output22_mean_squared_error: 22.8074 - output23_mean_squared_error: 15.5755 - output24_mean_squared_error: 22.3105 - output25_mean_squared_error: 28.2152 - output26_mean_squared_error: 14.7397 - output27_mean_squared_error: 29.6049 - output28_mean_squared_error: 23.2009 - output29_mean_squared_error: 30.9097 Epoch 941/2000 121/121 [==============================] - 0s 1ms/step - loss: 650.5740 - output00_loss: 12.5030 - output01_loss: 14.9304 - output02_loss: 23.2497 - output03_loss: 33.5136 - output04_loss: 28.9331 - output05_loss: 18.7023 - output06_loss: 22.8683 - output07_loss: 24.5577 - output08_loss: 14.9103 - output09_loss: 19.7604 - output10_loss: 19.3168 - output11_loss: 20.9033 - output12_loss: 17.4540 - output13_loss: 27.0600 - output14_loss: 19.6860 - output15_loss: 29.7496 - output16_loss: 20.8466 - output17_loss: 23.2452 - output18_loss: 14.3497 - output19_loss: 11.9476 - output20_loss: 14.1260 - output21_loss: 30.6264 - output22_loss: 22.8053 - output23_loss: 15.5746 - output24_loss: 22.3073 - output25_loss: 28.2135 - output26_loss: 14.7387 - output27_loss: 29.6015 - output28_loss: 23.1940 - output29_loss: 30.8993 - output00_mean_squared_error: 12.5030 - output01_mean_squared_error: 14.9304 - output02_mean_squared_error: 23.2497 - output03_mean_squared_error: 33.5136 - output04_mean_squared_error: 28.9331 - output05_mean_squared_error: 18.7023 - output06_mean_squared_error: 22.8683 - output07_mean_squared_error: 24.5577 - output08_mean_squared_error: 14.9103 - output09_mean_squared_error: 19.7604 - output10_mean_squared_error: 19.3168 - output11_mean_squared_error: 20.9033 - output12_mean_squared_error: 17.4540 - output13_mean_squared_error: 27.0600 - output14_mean_squared_error: 19.6860 - output15_mean_squared_error: 29.7496 - output16_mean_squared_error: 20.8466 - output17_mean_squared_error: 23.2452 - output18_mean_squared_error: 14.3497 - output19_mean_squared_error: 11.9476 - output20_mean_squared_error: 14.1260 - output21_mean_squared_error: 30.6264 - output22_mean_squared_error: 22.8053 - output23_mean_squared_error: 15.5746 - output24_mean_squared_error: 22.3073 - output25_mean_squared_error: 28.2135 - output26_mean_squared_error: 14.7387 - output27_mean_squared_error: 29.6015 - output28_mean_squared_error: 23.1940 - output29_mean_squared_error: 30.8993 Epoch 942/2000 121/121 [==============================] - 0s 1ms/step - loss: 650.4582 - output00_loss: 12.5024 - output01_loss: 14.9262 - output02_loss: 23.2447 - output03_loss: 33.5086 - output04_loss: 28.9252 - output05_loss: 18.7012 - output06_loss: 22.8597 - output07_loss: 24.5504 - output08_loss: 14.9074 - output09_loss: 19.7580 - output10_loss: 19.3158 - output11_loss: 20.9025 - output12_loss: 17.4507 - output13_loss: 27.0549 - output14_loss: 19.6806 - output15_loss: 29.7441 - output16_loss: 20.8461 - output17_loss: 23.2403 - output18_loss: 14.3486 - output19_loss: 11.9443 - output20_loss: 14.1196 - output21_loss: 30.6224 - output22_loss: 22.8032 - output23_loss: 15.5738 - output24_loss: 22.3041 - output25_loss: 28.2118 - output26_loss: 14.7377 - output27_loss: 29.5981 - output28_loss: 23.1871 - output29_loss: 30.8890 - output00_mean_squared_error: 12.5024 - output01_mean_squared_error: 14.9262 - output02_mean_squared_error: 23.2447 - output03_mean_squared_error: 33.5086 - output04_mean_squared_error: 28.9252 - output05_mean_squared_error: 18.7012 - output06_mean_squared_error: 22.8597 - output07_mean_squared_error: 24.5504 - output08_mean_squared_error: 14.9074 - output09_mean_squared_error: 19.7580 - output10_mean_squared_error: 19.3158 - output11_mean_squared_error: 20.9025 - output12_mean_squared_error: 17.4507 - output13_mean_squared_error: 27.0549 - output14_mean_squared_error: 19.6806 - output15_mean_squared_error: 29.7441 - output16_mean_squared_error: 20.8461 - output17_mean_squared_error: 23.2403 - output18_mean_squared_error: 14.3486 - output19_mean_squared_error: 11.9443 - output20_mean_squared_error: 14.1196 - output21_mean_squared_error: 30.6224 - output22_mean_squared_error: 22.8032 - output23_mean_squared_error: 15.5738 - output24_mean_squared_error: 22.3041 - output25_mean_squared_error: 28.2118 - output26_mean_squared_error: 14.7377 - output27_mean_squared_error: 29.5981 - output28_mean_squared_error: 23.1871 - output29_mean_squared_error: 30.8890 Epoch 943/2000 121/121 [==============================] - 0s 1ms/step - loss: 650.3426 - output00_loss: 12.5018 - output01_loss: 14.9220 - output02_loss: 23.2397 - output03_loss: 33.5036 - output04_loss: 28.9173 - output05_loss: 18.7001 - output06_loss: 22.8511 - output07_loss: 24.5431 - output08_loss: 14.9045 - output09_loss: 19.7556 - output10_loss: 19.3148 - output11_loss: 20.9016 - output12_loss: 17.4474 - output13_loss: 27.0498 - output14_loss: 19.6751 - output15_loss: 29.7386 - output16_loss: 20.8456 - output17_loss: 23.2354 - output18_loss: 14.3475 - output19_loss: 11.9410 - output20_loss: 14.1132 - output21_loss: 30.6184 - output22_loss: 22.8010 - output23_loss: 15.5730 - output24_loss: 22.3009 - output25_loss: 28.2101 - output26_loss: 14.7367 - output27_loss: 29.5947 - output28_loss: 23.1802 - output29_loss: 30.8787 - output00_mean_squared_error: 12.5018 - output01_mean_squared_error: 14.9220 - output02_mean_squared_error: 23.2397 - output03_mean_squared_error: 33.5036 - output04_mean_squared_error: 28.9173 - output05_mean_squared_error: 18.7001 - output06_mean_squared_error: 22.8511 - output07_mean_squared_error: 24.5431 - output08_mean_squared_error: 14.9045 - output09_mean_squared_error: 19.7556 - output10_mean_squared_error: 19.3148 - output11_mean_squared_error: 20.9016 - output12_mean_squared_error: 17.4474 - output13_mean_squared_error: 27.0498 - output14_mean_squared_error: 19.6751 - output15_mean_squared_error: 29.7386 - output16_mean_squared_error: 20.8456 - output17_mean_squared_error: 23.2354 - output18_mean_squared_error: 14.3475 - output19_mean_squared_error: 11.9410 - output20_mean_squared_error: 14.1132 - output21_mean_squared_error: 30.6184 - output22_mean_squared_error: 22.8010 - output23_mean_squared_error: 15.5730 - output24_mean_squared_error: 22.3009 - output25_mean_squared_error: 28.2101 - output26_mean_squared_error: 14.7367 - output27_mean_squared_error: 29.5947 - output28_mean_squared_error: 23.1802 - output29_mean_squared_error: 30.8787 Epoch 944/2000 121/121 [==============================] - 0s 2ms/step - loss: 650.2272 - output00_loss: 12.5012 - output01_loss: 14.9179 - output02_loss: 23.2347 - output03_loss: 33.4987 - output04_loss: 28.9094 - output05_loss: 18.6990 - output06_loss: 22.8425 - output07_loss: 24.5358 - output08_loss: 14.9016 - output09_loss: 19.7532 - output10_loss: 19.3138 - output11_loss: 20.9007 - output12_loss: 17.4441 - output13_loss: 27.0448 - output14_loss: 19.6697 - output15_loss: 29.7331 - output16_loss: 20.8450 - output17_loss: 23.2305 - output18_loss: 14.3465 - output19_loss: 11.9377 - output20_loss: 14.1069 - output21_loss: 30.6145 - output22_loss: 22.7989 - output23_loss: 15.5722 - output24_loss: 22.2978 - output25_loss: 28.2084 - output26_loss: 14.7357 - output27_loss: 29.5913 - output28_loss: 23.1733 - output29_loss: 30.8683 - output00_mean_squared_error: 12.5012 - output01_mean_squared_error: 14.9179 - output02_mean_squared_error: 23.2347 - output03_mean_squared_error: 33.4987 - output04_mean_squared_error: 28.9094 - output05_mean_squared_error: 18.6990 - output06_mean_squared_error: 22.8425 - output07_mean_squared_error: 24.5358 - output08_mean_squared_error: 14.9016 - output09_mean_squared_error: 19.7532 - output10_mean_squared_error: 19.3138 - output11_mean_squared_error: 20.9007 - output12_mean_squared_error: 17.4441 - output13_mean_squared_error: 27.0448 - output14_mean_squared_error: 19.6697 - output15_mean_squared_error: 29.7331 - output16_mean_squared_error: 20.8450 - output17_mean_squared_error: 23.2305 - output18_mean_squared_error: 14.3465 - output19_mean_squared_error: 11.9377 - output20_mean_squared_error: 14.1069 - output21_mean_squared_error: 30.6145 - output22_mean_squared_error: 22.7989 - output23_mean_squared_error: 15.5722 - output24_mean_squared_error: 22.2978 - output25_mean_squared_error: 28.2084 - output26_mean_squared_error: 14.7357 - output27_mean_squared_error: 29.5913 - output28_mean_squared_error: 23.1733 - output29_mean_squared_error: 30.8683 Epoch 945/2000 121/121 [==============================] - 0s 2ms/step - loss: 650.1122 - output00_loss: 12.5006 - output01_loss: 14.9137 - output02_loss: 23.2297 - output03_loss: 33.4937 - output04_loss: 28.9015 - output05_loss: 18.6980 - output06_loss: 22.8340 - output07_loss: 24.5286 - output08_loss: 14.8988 - output09_loss: 19.7508 - output10_loss: 19.3128 - output11_loss: 20.8999 - output12_loss: 17.4408 - output13_loss: 27.0397 - output14_loss: 19.6642 - output15_loss: 29.7276 - output16_loss: 20.8445 - output17_loss: 23.2257 - output18_loss: 14.3454 - output19_loss: 11.9344 - output20_loss: 14.1005 - output21_loss: 30.6105 - output22_loss: 22.7968 - output23_loss: 15.5714 - output24_loss: 22.2946 - output25_loss: 28.2068 - output26_loss: 14.7347 - output27_loss: 29.5879 - output28_loss: 23.1664 - output29_loss: 30.8580 - output00_mean_squared_error: 12.5006 - output01_mean_squared_error: 14.9137 - output02_mean_squared_error: 23.2297 - output03_mean_squared_error: 33.4937 - output04_mean_squared_error: 28.9015 - output05_mean_squared_error: 18.6980 - output06_mean_squared_error: 22.8340 - output07_mean_squared_error: 24.5286 - output08_mean_squared_error: 14.8988 - output09_mean_squared_error: 19.7508 - output10_mean_squared_error: 19.3128 - output11_mean_squared_error: 20.8999 - output12_mean_squared_error: 17.4408 - output13_mean_squared_error: 27.0397 - output14_mean_squared_error: 19.6642 - output15_mean_squared_error: 29.7276 - output16_mean_squared_error: 20.8445 - output17_mean_squared_error: 23.2257 - output18_mean_squared_error: 14.3454 - output19_mean_squared_error: 11.9344 - output20_mean_squared_error: 14.1005 - output21_mean_squared_error: 30.6105 - output22_mean_squared_error: 22.7968 - output23_mean_squared_error: 15.5714 - output24_mean_squared_error: 22.2946 - output25_mean_squared_error: 28.2068 - output26_mean_squared_error: 14.7347 - output27_mean_squared_error: 29.5879 - output28_mean_squared_error: 23.1664 - output29_mean_squared_error: 30.8580 Epoch 946/2000 121/121 [==============================] - 0s 568us/step - loss: 649.9974 - output00_loss: 12.5000 - output01_loss: 14.9096 - output02_loss: 23.2247 - output03_loss: 33.4888 - output04_loss: 28.8937 - output05_loss: 18.6969 - output06_loss: 22.8254 - output07_loss: 24.5214 - output08_loss: 14.8959 - output09_loss: 19.7484 - output10_loss: 19.3119 - output11_loss: 20.8990 - output12_loss: 17.4375 - output13_loss: 27.0347 - output14_loss: 19.6588 - output15_loss: 29.7221 - output16_loss: 20.8440 - output17_loss: 23.2208 - output18_loss: 14.3444 - output19_loss: 11.9312 - output20_loss: 14.0942 - output21_loss: 30.6066 - output22_loss: 22.7947 - output23_loss: 15.5706 - output24_loss: 22.2915 - output25_loss: 28.2051 - output26_loss: 14.7338 - output27_loss: 29.5845 - output28_loss: 23.1596 - output29_loss: 30.8478 - output00_mean_squared_error: 12.5000 - output01_mean_squared_error: 14.9096 - output02_mean_squared_error: 23.2247 - output03_mean_squared_error: 33.4888 - output04_mean_squared_error: 28.8937 - output05_mean_squared_error: 18.6969 - output06_mean_squared_error: 22.8254 - output07_mean_squared_error: 24.5214 - output08_mean_squared_error: 14.8959 - output09_mean_squared_error: 19.7484 - output10_mean_squared_error: 19.3119 - output11_mean_squared_error: 20.8990 - output12_mean_squared_error: 17.4375 - output13_mean_squared_error: 27.0347 - output14_mean_squared_error: 19.6588 - output15_mean_squared_error: 29.7221 - output16_mean_squared_error: 20.8440 - output17_mean_squared_error: 23.2208 - output18_mean_squared_error: 14.3444 - output19_mean_squared_error: 11.9312 - output20_mean_squared_error: 14.0942 - output21_mean_squared_error: 30.6066 - output22_mean_squared_error: 22.7947 - output23_mean_squared_error: 15.5706 - output24_mean_squared_error: 22.2915 - output25_mean_squared_error: 28.2051 - output26_mean_squared_error: 14.7338 - output27_mean_squared_error: 29.5845 - output28_mean_squared_error: 23.1596 - output29_mean_squared_error: 30.8478 Epoch 947/2000 121/121 [==============================] - 0s 1ms/step - loss: 649.8828 - output00_loss: 12.4994 - output01_loss: 14.9054 - output02_loss: 23.2197 - output03_loss: 33.4839 - output04_loss: 28.8858 - output05_loss: 18.6958 - output06_loss: 22.8169 - output07_loss: 24.5141 - output08_loss: 14.8931 - output09_loss: 19.7460 - output10_loss: 19.3109 - output11_loss: 20.8982 - output12_loss: 17.4343 - output13_loss: 27.0296 - output14_loss: 19.6534 - output15_loss: 29.7167 - output16_loss: 20.8435 - output17_loss: 23.2160 - output18_loss: 14.3433 - output19_loss: 11.9279 - output20_loss: 14.0879 - output21_loss: 30.6027 - output22_loss: 22.7926 - output23_loss: 15.5698 - output24_loss: 22.2883 - output25_loss: 28.2034 - output26_loss: 14.7328 - output27_loss: 29.5811 - output28_loss: 23.1527 - output29_loss: 30.8375 - output00_mean_squared_error: 12.4994 - output01_mean_squared_error: 14.9054 - output02_mean_squared_error: 23.2197 - output03_mean_squared_error: 33.4839 - output04_mean_squared_error: 28.8858 - output05_mean_squared_error: 18.6958 - output06_mean_squared_error: 22.8169 - output07_mean_squared_error: 24.5141 - output08_mean_squared_error: 14.8931 - output09_mean_squared_error: 19.7460 - output10_mean_squared_error: 19.3109 - output11_mean_squared_error: 20.8982 - output12_mean_squared_error: 17.4343 - output13_mean_squared_error: 27.0296 - output14_mean_squared_error: 19.6534 - output15_mean_squared_error: 29.7167 - output16_mean_squared_error: 20.8435 - output17_mean_squared_error: 23.2160 - output18_mean_squared_error: 14.3433 - output19_mean_squared_error: 11.9279 - output20_mean_squared_error: 14.0879 - output21_mean_squared_error: 30.6027 - output22_mean_squared_error: 22.7926 - output23_mean_squared_error: 15.5698 - output24_mean_squared_error: 22.2883 - output25_mean_squared_error: 28.2034 - output26_mean_squared_error: 14.7328 - output27_mean_squared_error: 29.5811 - output28_mean_squared_error: 23.1527 - output29_mean_squared_error: 30.8375 Epoch 948/2000 121/121 [==============================] - 0s 499us/step - loss: 649.7686 - output00_loss: 12.4988 - output01_loss: 14.9013 - output02_loss: 23.2147 - output03_loss: 33.4790 - output04_loss: 28.8780 - output05_loss: 18.6948 - output06_loss: 22.8084 - output07_loss: 24.5069 - output08_loss: 14.8902 - output09_loss: 19.7437 - output10_loss: 19.3099 - output11_loss: 20.8974 - output12_loss: 17.4311 - output13_loss: 27.0246 - output14_loss: 19.6480 - output15_loss: 29.7112 - output16_loss: 20.8430 - output17_loss: 23.2112 - output18_loss: 14.3423 - output19_loss: 11.9246 - output20_loss: 14.0816 - output21_loss: 30.5988 - output22_loss: 22.7905 - output23_loss: 15.5690 - output24_loss: 22.2852 - output25_loss: 28.2018 - output26_loss: 14.7318 - output27_loss: 29.5778 - output28_loss: 23.1459 - output29_loss: 30.8272 - output00_mean_squared_error: 12.4988 - output01_mean_squared_error: 14.9013 - output02_mean_squared_error: 23.2147 - output03_mean_squared_error: 33.4790 - output04_mean_squared_error: 28.8780 - output05_mean_squared_error: 18.6948 - output06_mean_squared_error: 22.8084 - output07_mean_squared_error: 24.5069 - output08_mean_squared_error: 14.8902 - output09_mean_squared_error: 19.7437 - output10_mean_squared_error: 19.3099 - output11_mean_squared_error: 20.8974 - output12_mean_squared_error: 17.4311 - output13_mean_squared_error: 27.0246 - output14_mean_squared_error: 19.6480 - output15_mean_squared_error: 29.7112 - output16_mean_squared_error: 20.8430 - output17_mean_squared_error: 23.2112 - output18_mean_squared_error: 14.3423 - output19_mean_squared_error: 11.9246 - output20_mean_squared_error: 14.0816 - output21_mean_squared_error: 30.5988 - output22_mean_squared_error: 22.7905 - output23_mean_squared_error: 15.5690 - output24_mean_squared_error: 22.2852 - output25_mean_squared_error: 28.2018 - output26_mean_squared_error: 14.7318 - output27_mean_squared_error: 29.5778 - output28_mean_squared_error: 23.1459 - output29_mean_squared_error: 30.8272 Epoch 949/2000 121/121 [==============================] - 0s 1ms/step - loss: 649.6547 - output00_loss: 12.4982 - output01_loss: 14.8972 - output02_loss: 23.2098 - output03_loss: 33.4741 - output04_loss: 28.8702 - output05_loss: 18.6937 - output06_loss: 22.7999 - output07_loss: 24.4997 - output08_loss: 14.8874 - output09_loss: 19.7413 - output10_loss: 19.3089 - output11_loss: 20.8965 - output12_loss: 17.4278 - output13_loss: 27.0196 - output14_loss: 19.6426 - output15_loss: 29.7058 - output16_loss: 20.8425 - output17_loss: 23.2063 - output18_loss: 14.3412 - output19_loss: 11.9214 - output20_loss: 14.0753 - output21_loss: 30.5949 - output22_loss: 22.7884 - output23_loss: 15.5682 - output24_loss: 22.2821 - output25_loss: 28.2001 - output26_loss: 14.7308 - output27_loss: 29.5744 - output28_loss: 23.1391 - output29_loss: 30.8170 - output00_mean_squared_error: 12.4982 - output01_mean_squared_error: 14.8972 - output02_mean_squared_error: 23.2098 - output03_mean_squared_error: 33.4741 - output04_mean_squared_error: 28.8702 - output05_mean_squared_error: 18.6937 - output06_mean_squared_error: 22.7999 - output07_mean_squared_error: 24.4997 - output08_mean_squared_error: 14.8874 - output09_mean_squared_error: 19.7413 - output10_mean_squared_error: 19.3089 - output11_mean_squared_error: 20.8965 - output12_mean_squared_error: 17.4278 - output13_mean_squared_error: 27.0196 - output14_mean_squared_error: 19.6426 - output15_mean_squared_error: 29.7058 - output16_mean_squared_error: 20.8425 - output17_mean_squared_error: 23.2063 - output18_mean_squared_error: 14.3412 - output19_mean_squared_error: 11.9214 - output20_mean_squared_error: 14.0753 - output21_mean_squared_error: 30.5949 - output22_mean_squared_error: 22.7884 - output23_mean_squared_error: 15.5682 - output24_mean_squared_error: 22.2821 - output25_mean_squared_error: 28.2001 - output26_mean_squared_error: 14.7308 - output27_mean_squared_error: 29.5744 - output28_mean_squared_error: 23.1391 - output29_mean_squared_error: 30.8170 Epoch 950/2000 121/121 [==============================] - 0s 1ms/step - loss: 649.5409 - output00_loss: 12.4976 - output01_loss: 14.8931 - output02_loss: 23.2048 - output03_loss: 33.4692 - output04_loss: 28.8624 - output05_loss: 18.6926 - output06_loss: 22.7914 - output07_loss: 24.4926 - output08_loss: 14.8846 - output09_loss: 19.7389 - output10_loss: 19.3080 - output11_loss: 20.8957 - output12_loss: 17.4246 - output13_loss: 27.0146 - output14_loss: 19.6373 - output15_loss: 29.7004 - output16_loss: 20.8419 - output17_loss: 23.2016 - output18_loss: 14.3402 - output19_loss: 11.9181 - output20_loss: 14.0691 - output21_loss: 30.5910 - output22_loss: 22.7863 - output23_loss: 15.5674 - output24_loss: 22.2790 - output25_loss: 28.1985 - output26_loss: 14.7299 - output27_loss: 29.5711 - output28_loss: 23.1323 - output29_loss: 30.8068 - output00_mean_squared_error: 12.4976 - output01_mean_squared_error: 14.8931 - output02_mean_squared_error: 23.2048 - output03_mean_squared_error: 33.4692 - output04_mean_squared_error: 28.8624 - output05_mean_squared_error: 18.6926 - output06_mean_squared_error: 22.7914 - output07_mean_squared_error: 24.4926 - output08_mean_squared_error: 14.8846 - output09_mean_squared_error: 19.7389 - output10_mean_squared_error: 19.3080 - output11_mean_squared_error: 20.8957 - output12_mean_squared_error: 17.4246 - output13_mean_squared_error: 27.0146 - output14_mean_squared_error: 19.6373 - output15_mean_squared_error: 29.7004 - output16_mean_squared_error: 20.8419 - output17_mean_squared_error: 23.2016 - output18_mean_squared_error: 14.3402 - output19_mean_squared_error: 11.9181 - output20_mean_squared_error: 14.0691 - output21_mean_squared_error: 30.5910 - output22_mean_squared_error: 22.7863 - output23_mean_squared_error: 15.5674 - output24_mean_squared_error: 22.2790 - output25_mean_squared_error: 28.1985 - output26_mean_squared_error: 14.7299 - output27_mean_squared_error: 29.5711 - output28_mean_squared_error: 23.1323 - output29_mean_squared_error: 30.8068 Epoch 951/2000 121/121 [==============================] - 0s 713us/step - loss: 649.4276 - output00_loss: 12.4970 - output01_loss: 14.8890 - output02_loss: 23.1999 - output03_loss: 33.4644 - output04_loss: 28.8546 - output05_loss: 18.6916 - output06_loss: 22.7830 - output07_loss: 24.4854 - output08_loss: 14.8818 - output09_loss: 19.7366 - output10_loss: 19.3070 - output11_loss: 20.8949 - output12_loss: 17.4214 - output13_loss: 27.0096 - output14_loss: 19.6319 - output15_loss: 29.6950 - output16_loss: 20.8414 - output17_loss: 23.1968 - output18_loss: 14.3392 - output19_loss: 11.9149 - output20_loss: 14.0628 - output21_loss: 30.5871 - output22_loss: 22.7843 - output23_loss: 15.5666 - output24_loss: 22.2759 - output25_loss: 28.1968 - output26_loss: 14.7289 - output27_loss: 29.5677 - output28_loss: 23.1255 - output29_loss: 30.7966 - output00_mean_squared_error: 12.4970 - output01_mean_squared_error: 14.8890 - output02_mean_squared_error: 23.1999 - output03_mean_squared_error: 33.4644 - output04_mean_squared_error: 28.8546 - output05_mean_squared_error: 18.6916 - output06_mean_squared_error: 22.7830 - output07_mean_squared_error: 24.4854 - output08_mean_squared_error: 14.8818 - output09_mean_squared_error: 19.7366 - output10_mean_squared_error: 19.3070 - output11_mean_squared_error: 20.8949 - output12_mean_squared_error: 17.4214 - output13_mean_squared_error: 27.0096 - output14_mean_squared_error: 19.6319 - output15_mean_squared_error: 29.6950 - output16_mean_squared_error: 20.8414 - output17_mean_squared_error: 23.1968 - output18_mean_squared_error: 14.3392 - output19_mean_squared_error: 11.9149 - output20_mean_squared_error: 14.0628 - output21_mean_squared_error: 30.5871 - output22_mean_squared_error: 22.7843 - output23_mean_squared_error: 15.5666 - output24_mean_squared_error: 22.2759 - output25_mean_squared_error: 28.1968 - output26_mean_squared_error: 14.7289 - output27_mean_squared_error: 29.5677 - output28_mean_squared_error: 23.1255 - output29_mean_squared_error: 30.7966 Epoch 952/2000 121/121 [==============================] - 0s 992us/step - loss: 649.3143 - output00_loss: 12.4964 - output01_loss: 14.8849 - output02_loss: 23.1950 - output03_loss: 33.4595 - output04_loss: 28.8468 - output05_loss: 18.6905 - output06_loss: 22.7745 - output07_loss: 24.4783 - output08_loss: 14.8790 - output09_loss: 19.7343 - output10_loss: 19.3061 - output11_loss: 20.8940 - output12_loss: 17.4182 - output13_loss: 27.0046 - output14_loss: 19.6265 - output15_loss: 29.6896 - output16_loss: 20.8409 - output17_loss: 23.1920 - output18_loss: 14.3382 - output19_loss: 11.9116 - output20_loss: 14.0566 - output21_loss: 30.5833 - output22_loss: 22.7822 - output23_loss: 15.5659 - output24_loss: 22.2728 - output25_loss: 28.1952 - output26_loss: 14.7280 - output27_loss: 29.5644 - output28_loss: 23.1187 - output29_loss: 30.7864 - output00_mean_squared_error: 12.4964 - output01_mean_squared_error: 14.8849 - output02_mean_squared_error: 23.1950 - output03_mean_squared_error: 33.4595 - output04_mean_squared_error: 28.8468 - output05_mean_squared_error: 18.6905 - output06_mean_squared_error: 22.7745 - output07_mean_squared_error: 24.4783 - output08_mean_squared_error: 14.8790 - output09_mean_squared_error: 19.7343 - output10_mean_squared_error: 19.3061 - output11_mean_squared_error: 20.8940 - output12_mean_squared_error: 17.4182 - output13_mean_squared_error: 27.0046 - output14_mean_squared_error: 19.6265 - output15_mean_squared_error: 29.6896 - output16_mean_squared_error: 20.8409 - output17_mean_squared_error: 23.1920 - output18_mean_squared_error: 14.3382 - output19_mean_squared_error: 11.9116 - output20_mean_squared_error: 14.0566 - output21_mean_squared_error: 30.5833 - output22_mean_squared_error: 22.7822 - output23_mean_squared_error: 15.5659 - output24_mean_squared_error: 22.2728 - output25_mean_squared_error: 28.1952 - output26_mean_squared_error: 14.7280 - output27_mean_squared_error: 29.5644 - output28_mean_squared_error: 23.1187 - output29_mean_squared_error: 30.7864 Epoch 953/2000 121/121 [==============================] - 0s 2ms/step - loss: 649.2014 - output00_loss: 12.4958 - output01_loss: 14.8808 - output02_loss: 23.1901 - output03_loss: 33.4547 - output04_loss: 28.8390 - output05_loss: 18.6895 - output06_loss: 22.7661 - output07_loss: 24.4711 - output08_loss: 14.8762 - output09_loss: 19.7319 - output10_loss: 19.3051 - output11_loss: 20.8932 - output12_loss: 17.4150 - output13_loss: 26.9996 - output14_loss: 19.6212 - output15_loss: 29.6842 - output16_loss: 20.8404 - output17_loss: 23.1873 - output18_loss: 14.3371 - output19_loss: 11.9084 - output20_loss: 14.0504 - output21_loss: 30.5794 - output22_loss: 22.7802 - output23_loss: 15.5651 - output24_loss: 22.2697 - output25_loss: 28.1936 - output26_loss: 14.7270 - output27_loss: 29.5611 - output28_loss: 23.1119 - output29_loss: 30.7762 - output00_mean_squared_error: 12.4958 - output01_mean_squared_error: 14.8808 - output02_mean_squared_error: 23.1901 - output03_mean_squared_error: 33.4547 - output04_mean_squared_error: 28.8390 - output05_mean_squared_error: 18.6895 - output06_mean_squared_error: 22.7661 - output07_mean_squared_error: 24.4711 - output08_mean_squared_error: 14.8762 - output09_mean_squared_error: 19.7319 - output10_mean_squared_error: 19.3051 - output11_mean_squared_error: 20.8932 - output12_mean_squared_error: 17.4150 - output13_mean_squared_error: 26.9996 - output14_mean_squared_error: 19.6212 - output15_mean_squared_error: 29.6842 - output16_mean_squared_error: 20.8404 - output17_mean_squared_error: 23.1873 - output18_mean_squared_error: 14.3371 - output19_mean_squared_error: 11.9084 - output20_mean_squared_error: 14.0504 - output21_mean_squared_error: 30.5794 - output22_mean_squared_error: 22.7802 - output23_mean_squared_error: 15.5651 - output24_mean_squared_error: 22.2697 - output25_mean_squared_error: 28.1936 - output26_mean_squared_error: 14.7270 - output27_mean_squared_error: 29.5611 - output28_mean_squared_error: 23.1119 - output29_mean_squared_error: 30.7762 Epoch 954/2000 121/121 [==============================] - 0s 1ms/step - loss: 649.0887 - output00_loss: 12.4953 - output01_loss: 14.8767 - output02_loss: 23.1851 - output03_loss: 33.4499 - output04_loss: 28.8313 - output05_loss: 18.6885 - output06_loss: 22.7577 - output07_loss: 24.4640 - output08_loss: 14.8734 - output09_loss: 19.7296 - output10_loss: 19.3042 - output11_loss: 20.8924 - output12_loss: 17.4119 - output13_loss: 26.9947 - output14_loss: 19.6159 - output15_loss: 29.6788 - output16_loss: 20.8399 - output17_loss: 23.1825 - output18_loss: 14.3361 - output19_loss: 11.9051 - output20_loss: 14.0442 - output21_loss: 30.5756 - output22_loss: 22.7781 - output23_loss: 15.5643 - output24_loss: 22.2667 - output25_loss: 28.1919 - output26_loss: 14.7261 - output27_loss: 29.5578 - output28_loss: 23.1052 - output29_loss: 30.7661 - output00_mean_squared_error: 12.4953 - output01_mean_squared_error: 14.8767 - output02_mean_squared_error: 23.1851 - output03_mean_squared_error: 33.4499 - output04_mean_squared_error: 28.8313 - output05_mean_squared_error: 18.6885 - output06_mean_squared_error: 22.7577 - output07_mean_squared_error: 24.4640 - output08_mean_squared_error: 14.8734 - output09_mean_squared_error: 19.7296 - output10_mean_squared_error: 19.3042 - output11_mean_squared_error: 20.8924 - output12_mean_squared_error: 17.4119 - output13_mean_squared_error: 26.9947 - output14_mean_squared_error: 19.6159 - output15_mean_squared_error: 29.6788 - output16_mean_squared_error: 20.8399 - output17_mean_squared_error: 23.1825 - output18_mean_squared_error: 14.3361 - output19_mean_squared_error: 11.9051 - output20_mean_squared_error: 14.0442 - output21_mean_squared_error: 30.5756 - output22_mean_squared_error: 22.7781 - output23_mean_squared_error: 15.5643 - output24_mean_squared_error: 22.2667 - output25_mean_squared_error: 28.1919 - output26_mean_squared_error: 14.7261 - output27_mean_squared_error: 29.5578 - output28_mean_squared_error: 23.1052 - output29_mean_squared_error: 30.7661 Epoch 955/2000 121/121 [==============================] - 0s 1ms/step - loss: 648.9764 - output00_loss: 12.4947 - output01_loss: 14.8726 - output02_loss: 23.1802 - output03_loss: 33.4451 - output04_loss: 28.8235 - output05_loss: 18.6874 - output06_loss: 22.7493 - output07_loss: 24.4569 - output08_loss: 14.8706 - output09_loss: 19.7273 - output10_loss: 19.3032 - output11_loss: 20.8916 - output12_loss: 17.4087 - output13_loss: 26.9897 - output14_loss: 19.6106 - output15_loss: 29.6734 - output16_loss: 20.8394 - output17_loss: 23.1778 - output18_loss: 14.3351 - output19_loss: 11.9019 - output20_loss: 14.0380 - output21_loss: 30.5718 - output22_loss: 22.7761 - output23_loss: 15.5635 - output24_loss: 22.2636 - output25_loss: 28.1903 - output26_loss: 14.7251 - output27_loss: 29.5544 - output28_loss: 23.0984 - output29_loss: 30.7559 - output00_mean_squared_error: 12.4947 - output01_mean_squared_error: 14.8726 - output02_mean_squared_error: 23.1802 - output03_mean_squared_error: 33.4451 - output04_mean_squared_error: 28.8235 - output05_mean_squared_error: 18.6874 - output06_mean_squared_error: 22.7493 - output07_mean_squared_error: 24.4569 - output08_mean_squared_error: 14.8706 - output09_mean_squared_error: 19.7273 - output10_mean_squared_error: 19.3032 - output11_mean_squared_error: 20.8916 - output12_mean_squared_error: 17.4087 - output13_mean_squared_error: 26.9897 - output14_mean_squared_error: 19.6106 - output15_mean_squared_error: 29.6734 - output16_mean_squared_error: 20.8394 - output17_mean_squared_error: 23.1778 - output18_mean_squared_error: 14.3351 - output19_mean_squared_error: 11.9019 - output20_mean_squared_error: 14.0380 - output21_mean_squared_error: 30.5718 - output22_mean_squared_error: 22.7761 - output23_mean_squared_error: 15.5635 - output24_mean_squared_error: 22.2636 - output25_mean_squared_error: 28.1903 - output26_mean_squared_error: 14.7251 - output27_mean_squared_error: 29.5544 - output28_mean_squared_error: 23.0984 - output29_mean_squared_error: 30.7559 Epoch 956/2000 121/121 [==============================] - 0s 941us/step - loss: 648.8643 - output00_loss: 12.4941 - output01_loss: 14.8686 - output02_loss: 23.1754 - output03_loss: 33.4403 - output04_loss: 28.8158 - output05_loss: 18.6864 - output06_loss: 22.7409 - output07_loss: 24.4498 - output08_loss: 14.8678 - output09_loss: 19.7250 - output10_loss: 19.3023 - output11_loss: 20.8908 - output12_loss: 17.4056 - output13_loss: 26.9847 - output14_loss: 19.6052 - output15_loss: 29.6680 - output16_loss: 20.8389 - output17_loss: 23.1731 - output18_loss: 14.3341 - output19_loss: 11.8987 - output20_loss: 14.0318 - output21_loss: 30.5680 - output22_loss: 22.7740 - output23_loss: 15.5628 - output24_loss: 22.2606 - output25_loss: 28.1887 - output26_loss: 14.7242 - output27_loss: 29.5511 - output28_loss: 23.0917 - output29_loss: 30.7458 - output00_mean_squared_error: 12.4941 - output01_mean_squared_error: 14.8686 - output02_mean_squared_error: 23.1754 - output03_mean_squared_error: 33.4403 - output04_mean_squared_error: 28.8158 - output05_mean_squared_error: 18.6864 - output06_mean_squared_error: 22.7409 - output07_mean_squared_error: 24.4498 - output08_mean_squared_error: 14.8678 - output09_mean_squared_error: 19.7250 - output10_mean_squared_error: 19.3023 - output11_mean_squared_error: 20.8908 - output12_mean_squared_error: 17.4056 - output13_mean_squared_error: 26.9847 - output14_mean_squared_error: 19.6052 - output15_mean_squared_error: 29.6680 - output16_mean_squared_error: 20.8389 - output17_mean_squared_error: 23.1731 - output18_mean_squared_error: 14.3341 - output19_mean_squared_error: 11.8987 - output20_mean_squared_error: 14.0318 - output21_mean_squared_error: 30.5680 - output22_mean_squared_error: 22.7740 - output23_mean_squared_error: 15.5628 - output24_mean_squared_error: 22.2606 - output25_mean_squared_error: 28.1887 - output26_mean_squared_error: 14.7242 - output27_mean_squared_error: 29.5511 - output28_mean_squared_error: 23.0917 - output29_mean_squared_error: 30.7458 Epoch 957/2000 121/121 [==============================] - 0s 1ms/step - loss: 648.7524 - output00_loss: 12.4935 - output01_loss: 14.8645 - output02_loss: 23.1705 - output03_loss: 33.4356 - output04_loss: 28.8081 - output05_loss: 18.6854 - output06_loss: 22.7326 - output07_loss: 24.4427 - output08_loss: 14.8651 - output09_loss: 19.7227 - output10_loss: 19.3013 - output11_loss: 20.8900 - output12_loss: 17.4024 - output13_loss: 26.9798 - output14_loss: 19.5999 - output15_loss: 29.6627 - output16_loss: 20.8384 - output17_loss: 23.1684 - output18_loss: 14.3331 - output19_loss: 11.8954 - output20_loss: 14.0256 - output21_loss: 30.5642 - output22_loss: 22.7720 - output23_loss: 15.5620 - output24_loss: 22.2575 - output25_loss: 28.1871 - output26_loss: 14.7233 - output27_loss: 29.5479 - output28_loss: 23.0849 - output29_loss: 30.7357 - output00_mean_squared_error: 12.4935 - output01_mean_squared_error: 14.8645 - output02_mean_squared_error: 23.1705 - output03_mean_squared_error: 33.4356 - output04_mean_squared_error: 28.8081 - output05_mean_squared_error: 18.6854 - output06_mean_squared_error: 22.7326 - output07_mean_squared_error: 24.4427 - output08_mean_squared_error: 14.8651 - output09_mean_squared_error: 19.7227 - output10_mean_squared_error: 19.3013 - output11_mean_squared_error: 20.8900 - output12_mean_squared_error: 17.4024 - output13_mean_squared_error: 26.9798 - output14_mean_squared_error: 19.5999 - output15_mean_squared_error: 29.6627 - output16_mean_squared_error: 20.8384 - output17_mean_squared_error: 23.1684 - output18_mean_squared_error: 14.3331 - output19_mean_squared_error: 11.8954 - output20_mean_squared_error: 14.0256 - output21_mean_squared_error: 30.5642 - output22_mean_squared_error: 22.7720 - output23_mean_squared_error: 15.5620 - output24_mean_squared_error: 22.2575 - output25_mean_squared_error: 28.1871 - output26_mean_squared_error: 14.7233 - output27_mean_squared_error: 29.5479 - output28_mean_squared_error: 23.0849 - output29_mean_squared_error: 30.7357 Epoch 958/2000 121/121 [==============================] - 0s 945us/step - loss: 648.6408 - output00_loss: 12.4930 - output01_loss: 14.8605 - output02_loss: 23.1656 - output03_loss: 33.4308 - output04_loss: 28.8004 - output05_loss: 18.6844 - output06_loss: 22.7242 - output07_loss: 24.4356 - output08_loss: 14.8623 - output09_loss: 19.7204 - output10_loss: 19.3004 - output11_loss: 20.8892 - output12_loss: 17.3993 - output13_loss: 26.9748 - output14_loss: 19.5947 - output15_loss: 29.6573 - output16_loss: 20.8380 - output17_loss: 23.1637 - output18_loss: 14.3321 - output19_loss: 11.8922 - output20_loss: 14.0195 - output21_loss: 30.5604 - output22_loss: 22.7700 - output23_loss: 15.5612 - output24_loss: 22.2545 - output25_loss: 28.1855 - output26_loss: 14.7223 - output27_loss: 29.5446 - output28_loss: 23.0782 - output29_loss: 30.7256 - output00_mean_squared_error: 12.4930 - output01_mean_squared_error: 14.8605 - output02_mean_squared_error: 23.1656 - output03_mean_squared_error: 33.4308 - output04_mean_squared_error: 28.8004 - output05_mean_squared_error: 18.6844 - output06_mean_squared_error: 22.7242 - output07_mean_squared_error: 24.4356 - output08_mean_squared_error: 14.8623 - output09_mean_squared_error: 19.7204 - output10_mean_squared_error: 19.3004 - output11_mean_squared_error: 20.8892 - output12_mean_squared_error: 17.3993 - output13_mean_squared_error: 26.9748 - output14_mean_squared_error: 19.5947 - output15_mean_squared_error: 29.6573 - output16_mean_squared_error: 20.8380 - output17_mean_squared_error: 23.1637 - output18_mean_squared_error: 14.3321 - output19_mean_squared_error: 11.8922 - output20_mean_squared_error: 14.0195 - output21_mean_squared_error: 30.5604 - output22_mean_squared_error: 22.7700 - output23_mean_squared_error: 15.5612 - output24_mean_squared_error: 22.2545 - output25_mean_squared_error: 28.1855 - output26_mean_squared_error: 14.7223 - output27_mean_squared_error: 29.5446 - output28_mean_squared_error: 23.0782 - output29_mean_squared_error: 30.7256 Epoch 959/2000 121/121 [==============================] - 0s 1ms/step - loss: 648.5296 - output00_loss: 12.4924 - output01_loss: 14.8564 - output02_loss: 23.1608 - output03_loss: 33.4261 - output04_loss: 28.7927 - output05_loss: 18.6833 - output06_loss: 22.7159 - output07_loss: 24.4286 - output08_loss: 14.8596 - output09_loss: 19.7181 - output10_loss: 19.2995 - output11_loss: 20.8884 - output12_loss: 17.3962 - output13_loss: 26.9699 - output14_loss: 19.5894 - output15_loss: 29.6520 - output16_loss: 20.8375 - output17_loss: 23.1590 - output18_loss: 14.3311 - output19_loss: 11.8890 - output20_loss: 14.0134 - output21_loss: 30.5567 - output22_loss: 22.7680 - output23_loss: 15.5605 - output24_loss: 22.2515 - output25_loss: 28.1839 - output26_loss: 14.7214 - output27_loss: 29.5413 - output28_loss: 23.0715 - output29_loss: 30.7155 - output00_mean_squared_error: 12.4924 - output01_mean_squared_error: 14.8564 - output02_mean_squared_error: 23.1608 - output03_mean_squared_error: 33.4261 - output04_mean_squared_error: 28.7927 - output05_mean_squared_error: 18.6833 - output06_mean_squared_error: 22.7159 - output07_mean_squared_error: 24.4286 - output08_mean_squared_error: 14.8596 - output09_mean_squared_error: 19.7181 - output10_mean_squared_error: 19.2995 - output11_mean_squared_error: 20.8884 - output12_mean_squared_error: 17.3962 - output13_mean_squared_error: 26.9699 - output14_mean_squared_error: 19.5894 - output15_mean_squared_error: 29.6520 - output16_mean_squared_error: 20.8375 - output17_mean_squared_error: 23.1590 - output18_mean_squared_error: 14.3311 - output19_mean_squared_error: 11.8890 - output20_mean_squared_error: 14.0134 - output21_mean_squared_error: 30.5567 - output22_mean_squared_error: 22.7680 - output23_mean_squared_error: 15.5605 - output24_mean_squared_error: 22.2515 - output25_mean_squared_error: 28.1839 - output26_mean_squared_error: 14.7214 - output27_mean_squared_error: 29.5413 - output28_mean_squared_error: 23.0715 - output29_mean_squared_error: 30.7155 Epoch 960/2000 121/121 [==============================] - 0s 1ms/step - loss: 648.4184 - output00_loss: 12.4918 - output01_loss: 14.8524 - output02_loss: 23.1559 - output03_loss: 33.4214 - output04_loss: 28.7850 - output05_loss: 18.6823 - output06_loss: 22.7076 - output07_loss: 24.4215 - output08_loss: 14.8569 - output09_loss: 19.7159 - output10_loss: 19.2985 - output11_loss: 20.8877 - output12_loss: 17.3931 - output13_loss: 26.9650 - output14_loss: 19.5841 - output15_loss: 29.6467 - output16_loss: 20.8370 - output17_loss: 23.1543 - output18_loss: 14.3301 - output19_loss: 11.8858 - output20_loss: 14.0072 - output21_loss: 30.5529 - output22_loss: 22.7660 - output23_loss: 15.5597 - output24_loss: 22.2485 - output25_loss: 28.1823 - output26_loss: 14.7205 - output27_loss: 29.5380 - output28_loss: 23.0648 - output29_loss: 30.7054 - output00_mean_squared_error: 12.4918 - output01_mean_squared_error: 14.8524 - output02_mean_squared_error: 23.1559 - output03_mean_squared_error: 33.4214 - output04_mean_squared_error: 28.7850 - output05_mean_squared_error: 18.6823 - output06_mean_squared_error: 22.7076 - output07_mean_squared_error: 24.4215 - output08_mean_squared_error: 14.8569 - output09_mean_squared_error: 19.7159 - output10_mean_squared_error: 19.2985 - output11_mean_squared_error: 20.8877 - output12_mean_squared_error: 17.3931 - output13_mean_squared_error: 26.9650 - output14_mean_squared_error: 19.5841 - output15_mean_squared_error: 29.6467 - output16_mean_squared_error: 20.8370 - output17_mean_squared_error: 23.1543 - output18_mean_squared_error: 14.3301 - output19_mean_squared_error: 11.8858 - output20_mean_squared_error: 14.0072 - output21_mean_squared_error: 30.5529 - output22_mean_squared_error: 22.7660 - output23_mean_squared_error: 15.5597 - output24_mean_squared_error: 22.2485 - output25_mean_squared_error: 28.1823 - output26_mean_squared_error: 14.7205 - output27_mean_squared_error: 29.5380 - output28_mean_squared_error: 23.0648 - output29_mean_squared_error: 30.7054 Epoch 961/2000 121/121 [==============================] - 0s 1ms/step - loss: 648.3076 - output00_loss: 12.4913 - output01_loss: 14.8484 - output02_loss: 23.1511 - output03_loss: 33.4167 - output04_loss: 28.7773 - output05_loss: 18.6813 - output06_loss: 22.6993 - output07_loss: 24.4145 - output08_loss: 14.8541 - output09_loss: 19.7136 - output10_loss: 19.2976 - output11_loss: 20.8869 - output12_loss: 17.3900 - output13_loss: 26.9601 - output14_loss: 19.5789 - output15_loss: 29.6413 - output16_loss: 20.8365 - output17_loss: 23.1497 - output18_loss: 14.3292 - output19_loss: 11.8826 - output20_loss: 14.0011 - output21_loss: 30.5492 - output22_loss: 22.7640 - output23_loss: 15.5590 - output24_loss: 22.2454 - output25_loss: 28.1808 - output26_loss: 14.7196 - output27_loss: 29.5348 - output28_loss: 23.0581 - output29_loss: 30.6954 - output00_mean_squared_error: 12.4913 - output01_mean_squared_error: 14.8484 - output02_mean_squared_error: 23.1511 - output03_mean_squared_error: 33.4167 - output04_mean_squared_error: 28.7773 - output05_mean_squared_error: 18.6813 - output06_mean_squared_error: 22.6993 - output07_mean_squared_error: 24.4145 - output08_mean_squared_error: 14.8541 - output09_mean_squared_error: 19.7136 - output10_mean_squared_error: 19.2976 - output11_mean_squared_error: 20.8869 - output12_mean_squared_error: 17.3900 - output13_mean_squared_error: 26.9601 - output14_mean_squared_error: 19.5789 - output15_mean_squared_error: 29.6413 - output16_mean_squared_error: 20.8365 - output17_mean_squared_error: 23.1497 - output18_mean_squared_error: 14.3292 - output19_mean_squared_error: 11.8826 - output20_mean_squared_error: 14.0011 - output21_mean_squared_error: 30.5492 - output22_mean_squared_error: 22.7640 - output23_mean_squared_error: 15.5590 - output24_mean_squared_error: 22.2454 - output25_mean_squared_error: 28.1808 - output26_mean_squared_error: 14.7196 - output27_mean_squared_error: 29.5348 - output28_mean_squared_error: 23.0581 - output29_mean_squared_error: 30.6954 Epoch 962/2000 121/121 [==============================] - 0s 1ms/step - loss: 648.1971 - output00_loss: 12.4907 - output01_loss: 14.8444 - output02_loss: 23.1463 - output03_loss: 33.4120 - output04_loss: 28.7696 - output05_loss: 18.6803 - output06_loss: 22.6910 - output07_loss: 24.4075 - output08_loss: 14.8514 - output09_loss: 19.7114 - output10_loss: 19.2967 - output11_loss: 20.8861 - output12_loss: 17.3869 - output13_loss: 26.9552 - output14_loss: 19.5736 - output15_loss: 29.6360 - output16_loss: 20.8360 - output17_loss: 23.1450 - output18_loss: 14.3282 - output19_loss: 11.8794 - output20_loss: 13.9951 - output21_loss: 30.5455 - output22_loss: 22.7620 - output23_loss: 15.5582 - output24_loss: 22.2424 - output25_loss: 28.1792 - output26_loss: 14.7187 - output27_loss: 29.5315 - output28_loss: 23.0515 - output29_loss: 30.6854 - output00_mean_squared_error: 12.4907 - output01_mean_squared_error: 14.8444 - output02_mean_squared_error: 23.1463 - output03_mean_squared_error: 33.4120 - output04_mean_squared_error: 28.7696 - output05_mean_squared_error: 18.6803 - output06_mean_squared_error: 22.6910 - output07_mean_squared_error: 24.4075 - output08_mean_squared_error: 14.8514 - output09_mean_squared_error: 19.7114 - output10_mean_squared_error: 19.2967 - output11_mean_squared_error: 20.8861 - output12_mean_squared_error: 17.3869 - output13_mean_squared_error: 26.9552 - output14_mean_squared_error: 19.5736 - output15_mean_squared_error: 29.6360 - output16_mean_squared_error: 20.8360 - output17_mean_squared_error: 23.1450 - output18_mean_squared_error: 14.3282 - output19_mean_squared_error: 11.8794 - output20_mean_squared_error: 13.9951 - output21_mean_squared_error: 30.5455 - output22_mean_squared_error: 22.7620 - output23_mean_squared_error: 15.5582 - output24_mean_squared_error: 22.2424 - output25_mean_squared_error: 28.1792 - output26_mean_squared_error: 14.7187 - output27_mean_squared_error: 29.5315 - output28_mean_squared_error: 23.0515 - output29_mean_squared_error: 30.6854 Epoch 963/2000 121/121 [==============================] - 0s 719us/step - loss: 648.0868 - output00_loss: 12.4902 - output01_loss: 14.8404 - output02_loss: 23.1415 - output03_loss: 33.4073 - output04_loss: 28.7620 - output05_loss: 18.6793 - output06_loss: 22.6828 - output07_loss: 24.4005 - output08_loss: 14.8487 - output09_loss: 19.7091 - output10_loss: 19.2958 - output11_loss: 20.8853 - output12_loss: 17.3838 - output13_loss: 26.9503 - output14_loss: 19.5684 - output15_loss: 29.6307 - output16_loss: 20.8355 - output17_loss: 23.1404 - output18_loss: 14.3272 - output19_loss: 11.8762 - output20_loss: 13.9890 - output21_loss: 30.5418 - output22_loss: 22.7600 - output23_loss: 15.5575 - output24_loss: 22.2395 - output25_loss: 28.1776 - output26_loss: 14.7178 - output27_loss: 29.5283 - output28_loss: 23.0448 - output29_loss: 30.6754 - output00_mean_squared_error: 12.4902 - output01_mean_squared_error: 14.8404 - output02_mean_squared_error: 23.1415 - output03_mean_squared_error: 33.4073 - output04_mean_squared_error: 28.7620 - output05_mean_squared_error: 18.6793 - output06_mean_squared_error: 22.6828 - output07_mean_squared_error: 24.4005 - output08_mean_squared_error: 14.8487 - output09_mean_squared_error: 19.7091 - output10_mean_squared_error: 19.2958 - output11_mean_squared_error: 20.8853 - output12_mean_squared_error: 17.3838 - output13_mean_squared_error: 26.9503 - output14_mean_squared_error: 19.5684 - output15_mean_squared_error: 29.6307 - output16_mean_squared_error: 20.8355 - output17_mean_squared_error: 23.1404 - output18_mean_squared_error: 14.3272 - output19_mean_squared_error: 11.8762 - output20_mean_squared_error: 13.9890 - output21_mean_squared_error: 30.5418 - output22_mean_squared_error: 22.7600 - output23_mean_squared_error: 15.5575 - output24_mean_squared_error: 22.2395 - output25_mean_squared_error: 28.1776 - output26_mean_squared_error: 14.7178 - output27_mean_squared_error: 29.5283 - output28_mean_squared_error: 23.0448 - output29_mean_squared_error: 30.6754 Epoch 964/2000 121/121 [==============================] - 0s 990us/step - loss: 647.9767 - output00_loss: 12.4896 - output01_loss: 14.8364 - output02_loss: 23.1367 - output03_loss: 33.4027 - output04_loss: 28.7544 - output05_loss: 18.6783 - output06_loss: 22.6745 - output07_loss: 24.3935 - output08_loss: 14.8460 - output09_loss: 19.7069 - output10_loss: 19.2949 - output11_loss: 20.8846 - output12_loss: 17.3807 - output13_loss: 26.9454 - output14_loss: 19.5631 - output15_loss: 29.6254 - output16_loss: 20.8351 - output17_loss: 23.1358 - output18_loss: 14.3263 - output19_loss: 11.8729 - output20_loss: 13.9829 - output21_loss: 30.5381 - output22_loss: 22.7580 - output23_loss: 15.5567 - output24_loss: 22.2365 - output25_loss: 28.1760 - output26_loss: 14.7169 - output27_loss: 29.5250 - output28_loss: 23.0382 - output29_loss: 30.6654 - output00_mean_squared_error: 12.4896 - output01_mean_squared_error: 14.8364 - output02_mean_squared_error: 23.1367 - output03_mean_squared_error: 33.4027 - output04_mean_squared_error: 28.7544 - output05_mean_squared_error: 18.6783 - output06_mean_squared_error: 22.6745 - output07_mean_squared_error: 24.3935 - output08_mean_squared_error: 14.8460 - output09_mean_squared_error: 19.7069 - output10_mean_squared_error: 19.2949 - output11_mean_squared_error: 20.8846 - output12_mean_squared_error: 17.3807 - output13_mean_squared_error: 26.9454 - output14_mean_squared_error: 19.5631 - output15_mean_squared_error: 29.6254 - output16_mean_squared_error: 20.8351 - output17_mean_squared_error: 23.1358 - output18_mean_squared_error: 14.3263 - output19_mean_squared_error: 11.8729 - output20_mean_squared_error: 13.9829 - output21_mean_squared_error: 30.5381 - output22_mean_squared_error: 22.7580 - output23_mean_squared_error: 15.5567 - output24_mean_squared_error: 22.2365 - output25_mean_squared_error: 28.1760 - output26_mean_squared_error: 14.7169 - output27_mean_squared_error: 29.5250 - output28_mean_squared_error: 23.0382 - output29_mean_squared_error: 30.6654 Epoch 965/2000 121/121 [==============================] - 0s 1ms/step - loss: 647.8671 - output00_loss: 12.4891 - output01_loss: 14.8324 - output02_loss: 23.1319 - output03_loss: 33.3980 - output04_loss: 28.7467 - output05_loss: 18.6773 - output06_loss: 22.6663 - output07_loss: 24.3865 - output08_loss: 14.8433 - output09_loss: 19.7046 - output10_loss: 19.2940 - output11_loss: 20.8838 - output12_loss: 17.3777 - output13_loss: 26.9405 - output14_loss: 19.5579 - output15_loss: 29.6201 - output16_loss: 20.8346 - output17_loss: 23.1312 - output18_loss: 14.3253 - output19_loss: 11.8698 - output20_loss: 13.9769 - output21_loss: 30.5344 - output22_loss: 22.7561 - output23_loss: 15.5560 - output24_loss: 22.2335 - output25_loss: 28.1745 - output26_loss: 14.7160 - output27_loss: 29.5218 - output28_loss: 23.0315 - output29_loss: 30.6554 - output00_mean_squared_error: 12.4891 - output01_mean_squared_error: 14.8324 - output02_mean_squared_error: 23.1319 - output03_mean_squared_error: 33.3980 - output04_mean_squared_error: 28.7467 - output05_mean_squared_error: 18.6773 - output06_mean_squared_error: 22.6663 - output07_mean_squared_error: 24.3865 - output08_mean_squared_error: 14.8433 - output09_mean_squared_error: 19.7046 - output10_mean_squared_error: 19.2940 - output11_mean_squared_error: 20.8838 - output12_mean_squared_error: 17.3777 - output13_mean_squared_error: 26.9405 - output14_mean_squared_error: 19.5579 - output15_mean_squared_error: 29.6201 - output16_mean_squared_error: 20.8346 - output17_mean_squared_error: 23.1312 - output18_mean_squared_error: 14.3253 - output19_mean_squared_error: 11.8698 - output20_mean_squared_error: 13.9769 - output21_mean_squared_error: 30.5344 - output22_mean_squared_error: 22.7561 - output23_mean_squared_error: 15.5560 - output24_mean_squared_error: 22.2335 - output25_mean_squared_error: 28.1745 - output26_mean_squared_error: 14.7160 - output27_mean_squared_error: 29.5218 - output28_mean_squared_error: 23.0315 - output29_mean_squared_error: 30.6554 Epoch 966/2000 121/121 [==============================] - 0s 977us/step - loss: 647.7575 - output00_loss: 12.4885 - output01_loss: 14.8284 - output02_loss: 23.1271 - output03_loss: 33.3934 - output04_loss: 28.7391 - output05_loss: 18.6763 - output06_loss: 22.6581 - output07_loss: 24.3795 - output08_loss: 14.8407 - output09_loss: 19.7024 - output10_loss: 19.2931 - output11_loss: 20.8830 - output12_loss: 17.3746 - output13_loss: 26.9356 - output14_loss: 19.5527 - output15_loss: 29.6149 - output16_loss: 20.8341 - output17_loss: 23.1266 - output18_loss: 14.3243 - output19_loss: 11.8666 - output20_loss: 13.9708 - output21_loss: 30.5307 - output22_loss: 22.7541 - output23_loss: 15.5552 - output24_loss: 22.2305 - output25_loss: 28.1729 - output26_loss: 14.7151 - output27_loss: 29.5186 - output28_loss: 23.0249 - output29_loss: 30.6454 - output00_mean_squared_error: 12.4885 - output01_mean_squared_error: 14.8284 - output02_mean_squared_error: 23.1271 - output03_mean_squared_error: 33.3934 - output04_mean_squared_error: 28.7391 - output05_mean_squared_error: 18.6763 - output06_mean_squared_error: 22.6581 - output07_mean_squared_error: 24.3795 - output08_mean_squared_error: 14.8407 - output09_mean_squared_error: 19.7024 - output10_mean_squared_error: 19.2931 - output11_mean_squared_error: 20.8830 - output12_mean_squared_error: 17.3746 - output13_mean_squared_error: 26.9356 - output14_mean_squared_error: 19.5527 - output15_mean_squared_error: 29.6149 - output16_mean_squared_error: 20.8341 - output17_mean_squared_error: 23.1266 - output18_mean_squared_error: 14.3243 - output19_mean_squared_error: 11.8666 - output20_mean_squared_error: 13.9708 - output21_mean_squared_error: 30.5307 - output22_mean_squared_error: 22.7541 - output23_mean_squared_error: 15.5552 - output24_mean_squared_error: 22.2305 - output25_mean_squared_error: 28.1729 - output26_mean_squared_error: 14.7151 - output27_mean_squared_error: 29.5186 - output28_mean_squared_error: 23.0249 - output29_mean_squared_error: 30.6454 Epoch 967/2000 121/121 [==============================] - 0s 1ms/step - loss: 647.6483 - output00_loss: 12.4880 - output01_loss: 14.8245 - output02_loss: 23.1223 - output03_loss: 33.3888 - output04_loss: 28.7315 - output05_loss: 18.6753 - output06_loss: 22.6499 - output07_loss: 24.3726 - output08_loss: 14.8380 - output09_loss: 19.7002 - output10_loss: 19.2922 - output11_loss: 20.8823 - output12_loss: 17.3716 - output13_loss: 26.9308 - output14_loss: 19.5475 - output15_loss: 29.6096 - output16_loss: 20.8337 - output17_loss: 23.1220 - output18_loss: 14.3234 - output19_loss: 11.8634 - output20_loss: 13.9648 - output21_loss: 30.5271 - output22_loss: 22.7522 - output23_loss: 15.5545 - output24_loss: 22.2276 - output25_loss: 28.1714 - output26_loss: 14.7142 - output27_loss: 29.5154 - output28_loss: 23.0183 - output29_loss: 30.6355 - output00_mean_squared_error: 12.4880 - output01_mean_squared_error: 14.8245 - output02_mean_squared_error: 23.1223 - output03_mean_squared_error: 33.3888 - output04_mean_squared_error: 28.7315 - output05_mean_squared_error: 18.6753 - output06_mean_squared_error: 22.6499 - output07_mean_squared_error: 24.3726 - output08_mean_squared_error: 14.8380 - output09_mean_squared_error: 19.7002 - output10_mean_squared_error: 19.2922 - output11_mean_squared_error: 20.8823 - output12_mean_squared_error: 17.3716 - output13_mean_squared_error: 26.9308 - output14_mean_squared_error: 19.5475 - output15_mean_squared_error: 29.6096 - output16_mean_squared_error: 20.8337 - output17_mean_squared_error: 23.1220 - output18_mean_squared_error: 14.3234 - output19_mean_squared_error: 11.8634 - output20_mean_squared_error: 13.9648 - output21_mean_squared_error: 30.5271 - output22_mean_squared_error: 22.7522 - output23_mean_squared_error: 15.5545 - output24_mean_squared_error: 22.2276 - output25_mean_squared_error: 28.1714 - output26_mean_squared_error: 14.7142 - output27_mean_squared_error: 29.5154 - output28_mean_squared_error: 23.0183 - output29_mean_squared_error: 30.6355 Epoch 968/2000 121/121 [==============================] - 0s 1ms/step - loss: 647.5392 - output00_loss: 12.4875 - output01_loss: 14.8205 - output02_loss: 23.1175 - output03_loss: 33.3842 - output04_loss: 28.7239 - output05_loss: 18.6743 - output06_loss: 22.6417 - output07_loss: 24.3657 - output08_loss: 14.8353 - output09_loss: 19.6980 - output10_loss: 19.2913 - output11_loss: 20.8815 - output12_loss: 17.3686 - output13_loss: 26.9259 - output14_loss: 19.5423 - output15_loss: 29.6044 - output16_loss: 20.8332 - output17_loss: 23.1175 - output18_loss: 14.3224 - output19_loss: 11.8602 - output20_loss: 13.9588 - output21_loss: 30.5234 - output22_loss: 22.7502 - output23_loss: 15.5538 - output24_loss: 22.2246 - output25_loss: 28.1699 - output26_loss: 14.7133 - output27_loss: 29.5122 - output28_loss: 23.0117 - output29_loss: 30.6255 - output00_mean_squared_error: 12.4875 - output01_mean_squared_error: 14.8205 - output02_mean_squared_error: 23.1175 - output03_mean_squared_error: 33.3842 - output04_mean_squared_error: 28.7239 - output05_mean_squared_error: 18.6743 - output06_mean_squared_error: 22.6417 - output07_mean_squared_error: 24.3657 - output08_mean_squared_error: 14.8353 - output09_mean_squared_error: 19.6980 - output10_mean_squared_error: 19.2913 - output11_mean_squared_error: 20.8815 - output12_mean_squared_error: 17.3686 - output13_mean_squared_error: 26.9259 - output14_mean_squared_error: 19.5423 - output15_mean_squared_error: 29.6044 - output16_mean_squared_error: 20.8332 - output17_mean_squared_error: 23.1175 - output18_mean_squared_error: 14.3224 - output19_mean_squared_error: 11.8602 - output20_mean_squared_error: 13.9588 - output21_mean_squared_error: 30.5234 - output22_mean_squared_error: 22.7502 - output23_mean_squared_error: 15.5538 - output24_mean_squared_error: 22.2246 - output25_mean_squared_error: 28.1699 - output26_mean_squared_error: 14.7133 - output27_mean_squared_error: 29.5122 - output28_mean_squared_error: 23.0117 - output29_mean_squared_error: 30.6255 Epoch 969/2000 121/121 [==============================] - 0s 737us/step - loss: 647.4307 - output00_loss: 12.4869 - output01_loss: 14.8165 - output02_loss: 23.1128 - output03_loss: 33.3796 - output04_loss: 28.7164 - output05_loss: 18.6734 - output06_loss: 22.6335 - output07_loss: 24.3587 - output08_loss: 14.8327 - output09_loss: 19.6958 - output10_loss: 19.2904 - output11_loss: 20.8808 - output12_loss: 17.3656 - output13_loss: 26.9211 - output14_loss: 19.5372 - output15_loss: 29.5991 - output16_loss: 20.8327 - output17_loss: 23.1129 - output18_loss: 14.3215 - output19_loss: 11.8570 - output20_loss: 13.9528 - output21_loss: 30.5198 - output22_loss: 22.7483 - output23_loss: 15.5530 - output24_loss: 22.2217 - output25_loss: 28.1683 - output26_loss: 14.7124 - output27_loss: 29.5090 - output28_loss: 23.0051 - output29_loss: 30.6156 - output00_mean_squared_error: 12.4869 - output01_mean_squared_error: 14.8165 - output02_mean_squared_error: 23.1128 - output03_mean_squared_error: 33.3796 - output04_mean_squared_error: 28.7164 - output05_mean_squared_error: 18.6734 - output06_mean_squared_error: 22.6335 - output07_mean_squared_error: 24.3587 - output08_mean_squared_error: 14.8327 - output09_mean_squared_error: 19.6958 - output10_mean_squared_error: 19.2904 - output11_mean_squared_error: 20.8808 - output12_mean_squared_error: 17.3656 - output13_mean_squared_error: 26.9211 - output14_mean_squared_error: 19.5372 - output15_mean_squared_error: 29.5991 - output16_mean_squared_error: 20.8327 - output17_mean_squared_error: 23.1129 - output18_mean_squared_error: 14.3215 - output19_mean_squared_error: 11.8570 - output20_mean_squared_error: 13.9528 - output21_mean_squared_error: 30.5198 - output22_mean_squared_error: 22.7483 - output23_mean_squared_error: 15.5530 - output24_mean_squared_error: 22.2217 - output25_mean_squared_error: 28.1683 - output26_mean_squared_error: 14.7124 - output27_mean_squared_error: 29.5090 - output28_mean_squared_error: 23.0051 - output29_mean_squared_error: 30.6156 Epoch 970/2000 121/121 [==============================] - 0s 826us/step - loss: 647.3221 - output00_loss: 12.4864 - output01_loss: 14.8126 - output02_loss: 23.1081 - output03_loss: 33.3751 - output04_loss: 28.7088 - output05_loss: 18.6724 - output06_loss: 22.6254 - output07_loss: 24.3518 - output08_loss: 14.8300 - output09_loss: 19.6936 - output10_loss: 19.2895 - output11_loss: 20.8801 - output12_loss: 17.3626 - output13_loss: 26.9162 - output14_loss: 19.5320 - output15_loss: 29.5939 - output16_loss: 20.8323 - output17_loss: 23.1084 - output18_loss: 14.3205 - output19_loss: 11.8538 - output20_loss: 13.9468 - output21_loss: 30.5161 - output22_loss: 22.7463 - output23_loss: 15.5523 - output24_loss: 22.2188 - output25_loss: 28.1668 - output26_loss: 14.7116 - output27_loss: 29.5058 - output28_loss: 22.9985 - output29_loss: 30.6057 - output00_mean_squared_error: 12.4864 - output01_mean_squared_error: 14.8126 - output02_mean_squared_error: 23.1081 - output03_mean_squared_error: 33.3751 - output04_mean_squared_error: 28.7088 - output05_mean_squared_error: 18.6724 - output06_mean_squared_error: 22.6254 - output07_mean_squared_error: 24.3518 - output08_mean_squared_error: 14.8300 - output09_mean_squared_error: 19.6936 - output10_mean_squared_error: 19.2895 - output11_mean_squared_error: 20.8801 - output12_mean_squared_error: 17.3626 - output13_mean_squared_error: 26.9162 - output14_mean_squared_error: 19.5320 - output15_mean_squared_error: 29.5939 - output16_mean_squared_error: 20.8323 - output17_mean_squared_error: 23.1084 - output18_mean_squared_error: 14.3205 - output19_mean_squared_error: 11.8538 - output20_mean_squared_error: 13.9468 - output21_mean_squared_error: 30.5161 - output22_mean_squared_error: 22.7463 - output23_mean_squared_error: 15.5523 - output24_mean_squared_error: 22.2188 - output25_mean_squared_error: 28.1668 - output26_mean_squared_error: 14.7116 - output27_mean_squared_error: 29.5058 - output28_mean_squared_error: 22.9985 - output29_mean_squared_error: 30.6057 Epoch 971/2000 121/121 [==============================] - 0s 1ms/step - loss: 647.2139 - output00_loss: 12.4859 - output01_loss: 14.8086 - output02_loss: 23.1033 - output03_loss: 33.3705 - output04_loss: 28.7012 - output05_loss: 18.6714 - output06_loss: 22.6173 - output07_loss: 24.3449 - output08_loss: 14.8274 - output09_loss: 19.6914 - output10_loss: 19.2886 - output11_loss: 20.8793 - output12_loss: 17.3596 - output13_loss: 26.9114 - output14_loss: 19.5269 - output15_loss: 29.5886 - output16_loss: 20.8318 - output17_loss: 23.1039 - output18_loss: 14.3196 - output19_loss: 11.8506 - output20_loss: 13.9409 - output21_loss: 30.5125 - output22_loss: 22.7444 - output23_loss: 15.5516 - output24_loss: 22.2159 - output25_loss: 28.1653 - output26_loss: 14.7107 - output27_loss: 29.5026 - output28_loss: 22.9919 - output29_loss: 30.5958 - output00_mean_squared_error: 12.4859 - output01_mean_squared_error: 14.8086 - output02_mean_squared_error: 23.1033 - output03_mean_squared_error: 33.3705 - output04_mean_squared_error: 28.7012 - output05_mean_squared_error: 18.6714 - output06_mean_squared_error: 22.6173 - output07_mean_squared_error: 24.3449 - output08_mean_squared_error: 14.8274 - output09_mean_squared_error: 19.6914 - output10_mean_squared_error: 19.2886 - output11_mean_squared_error: 20.8793 - output12_mean_squared_error: 17.3596 - output13_mean_squared_error: 26.9114 - output14_mean_squared_error: 19.5269 - output15_mean_squared_error: 29.5886 - output16_mean_squared_error: 20.8318 - output17_mean_squared_error: 23.1039 - output18_mean_squared_error: 14.3196 - output19_mean_squared_error: 11.8506 - output20_mean_squared_error: 13.9409 - output21_mean_squared_error: 30.5125 - output22_mean_squared_error: 22.7444 - output23_mean_squared_error: 15.5516 - output24_mean_squared_error: 22.2159 - output25_mean_squared_error: 28.1653 - output26_mean_squared_error: 14.7107 - output27_mean_squared_error: 29.5026 - output28_mean_squared_error: 22.9919 - output29_mean_squared_error: 30.5958 Epoch 972/2000 121/121 [==============================] - 0s 506us/step - loss: 647.1058 - output00_loss: 12.4853 - output01_loss: 14.8047 - output02_loss: 23.0986 - output03_loss: 33.3660 - output04_loss: 28.6937 - output05_loss: 18.6704 - output06_loss: 22.6091 - output07_loss: 24.3380 - output08_loss: 14.8247 - output09_loss: 19.6893 - output10_loss: 19.2877 - output11_loss: 20.8786 - output12_loss: 17.3566 - output13_loss: 26.9066 - output14_loss: 19.5217 - output15_loss: 29.5834 - output16_loss: 20.8313 - output17_loss: 23.0994 - output18_loss: 14.3187 - output19_loss: 11.8475 - output20_loss: 13.9349 - output21_loss: 30.5089 - output22_loss: 22.7425 - output23_loss: 15.5509 - output24_loss: 22.2129 - output25_loss: 28.1637 - output26_loss: 14.7098 - output27_loss: 29.4994 - output28_loss: 22.9854 - output29_loss: 30.5859 - output00_mean_squared_error: 12.4853 - output01_mean_squared_error: 14.8047 - output02_mean_squared_error: 23.0986 - output03_mean_squared_error: 33.3660 - output04_mean_squared_error: 28.6937 - output05_mean_squared_error: 18.6704 - output06_mean_squared_error: 22.6091 - output07_mean_squared_error: 24.3380 - output08_mean_squared_error: 14.8247 - output09_mean_squared_error: 19.6893 - output10_mean_squared_error: 19.2877 - output11_mean_squared_error: 20.8786 - output12_mean_squared_error: 17.3566 - output13_mean_squared_error: 26.9066 - output14_mean_squared_error: 19.5217 - output15_mean_squared_error: 29.5834 - output16_mean_squared_error: 20.8313 - output17_mean_squared_error: 23.0994 - output18_mean_squared_error: 14.3187 - output19_mean_squared_error: 11.8475 - output20_mean_squared_error: 13.9349 - output21_mean_squared_error: 30.5089 - output22_mean_squared_error: 22.7425 - output23_mean_squared_error: 15.5509 - output24_mean_squared_error: 22.2129 - output25_mean_squared_error: 28.1637 - output26_mean_squared_error: 14.7098 - output27_mean_squared_error: 29.4994 - output28_mean_squared_error: 22.9854 - output29_mean_squared_error: 30.5859 Epoch 973/2000 121/121 [==============================] - 0s 922us/step - loss: 646.9981 - output00_loss: 12.4848 - output01_loss: 14.8008 - output02_loss: 23.0939 - output03_loss: 33.3615 - output04_loss: 28.6862 - output05_loss: 18.6695 - output06_loss: 22.6010 - output07_loss: 24.3312 - output08_loss: 14.8221 - output09_loss: 19.6871 - output10_loss: 19.2869 - output11_loss: 20.8779 - output12_loss: 17.3536 - output13_loss: 26.9018 - output14_loss: 19.5166 - output15_loss: 29.5782 - output16_loss: 20.8309 - output17_loss: 23.0949 - output18_loss: 14.3177 - output19_loss: 11.8443 - output20_loss: 13.9290 - output21_loss: 30.5054 - output22_loss: 22.7406 - output23_loss: 15.5502 - output24_loss: 22.2100 - output25_loss: 28.1622 - output26_loss: 14.7090 - output27_loss: 29.4962 - output28_loss: 22.9788 - output29_loss: 30.5761 - output00_mean_squared_error: 12.4848 - output01_mean_squared_error: 14.8008 - output02_mean_squared_error: 23.0939 - output03_mean_squared_error: 33.3615 - output04_mean_squared_error: 28.6862 - output05_mean_squared_error: 18.6695 - output06_mean_squared_error: 22.6010 - output07_mean_squared_error: 24.3312 - output08_mean_squared_error: 14.8221 - output09_mean_squared_error: 19.6871 - output10_mean_squared_error: 19.2869 - output11_mean_squared_error: 20.8779 - output12_mean_squared_error: 17.3536 - output13_mean_squared_error: 26.9018 - output14_mean_squared_error: 19.5166 - output15_mean_squared_error: 29.5782 - output16_mean_squared_error: 20.8309 - output17_mean_squared_error: 23.0949 - output18_mean_squared_error: 14.3177 - output19_mean_squared_error: 11.8443 - output20_mean_squared_error: 13.9290 - output21_mean_squared_error: 30.5054 - output22_mean_squared_error: 22.7406 - output23_mean_squared_error: 15.5502 - output24_mean_squared_error: 22.2100 - output25_mean_squared_error: 28.1622 - output26_mean_squared_error: 14.7090 - output27_mean_squared_error: 29.4962 - output28_mean_squared_error: 22.9788 - output29_mean_squared_error: 30.5761 Epoch 974/2000 121/121 [==============================] - 0s 969us/step - loss: 646.8906 - output00_loss: 12.4843 - output01_loss: 14.7969 - output02_loss: 23.0892 - output03_loss: 33.3569 - output04_loss: 28.6786 - output05_loss: 18.6685 - output06_loss: 22.5930 - output07_loss: 24.3243 - output08_loss: 14.8195 - output09_loss: 19.6849 - output10_loss: 19.2860 - output11_loss: 20.8771 - output12_loss: 17.3507 - output13_loss: 26.8970 - output14_loss: 19.5115 - output15_loss: 29.5730 - output16_loss: 20.8304 - output17_loss: 23.0904 - output18_loss: 14.3168 - output19_loss: 11.8411 - output20_loss: 13.9231 - output21_loss: 30.5018 - output22_loss: 22.7387 - output23_loss: 15.5494 - output24_loss: 22.2071 - output25_loss: 28.1607 - output26_loss: 14.7081 - output27_loss: 29.4931 - output28_loss: 22.9723 - output29_loss: 30.5662 - output00_mean_squared_error: 12.4843 - output01_mean_squared_error: 14.7969 - output02_mean_squared_error: 23.0892 - output03_mean_squared_error: 33.3569 - output04_mean_squared_error: 28.6786 - output05_mean_squared_error: 18.6685 - output06_mean_squared_error: 22.5930 - output07_mean_squared_error: 24.3243 - output08_mean_squared_error: 14.8195 - output09_mean_squared_error: 19.6849 - output10_mean_squared_error: 19.2860 - output11_mean_squared_error: 20.8771 - output12_mean_squared_error: 17.3507 - output13_mean_squared_error: 26.8970 - output14_mean_squared_error: 19.5115 - output15_mean_squared_error: 29.5730 - output16_mean_squared_error: 20.8304 - output17_mean_squared_error: 23.0904 - output18_mean_squared_error: 14.3168 - output19_mean_squared_error: 11.8411 - output20_mean_squared_error: 13.9231 - output21_mean_squared_error: 30.5018 - output22_mean_squared_error: 22.7387 - output23_mean_squared_error: 15.5494 - output24_mean_squared_error: 22.2071 - output25_mean_squared_error: 28.1607 - output26_mean_squared_error: 14.7081 - output27_mean_squared_error: 29.4931 - output28_mean_squared_error: 22.9723 - output29_mean_squared_error: 30.5662 Epoch 975/2000 121/121 [==============================] - 0s 787us/step - loss: 646.7834 - output00_loss: 12.4838 - output01_loss: 14.7930 - output02_loss: 23.0845 - output03_loss: 33.3524 - output04_loss: 28.6711 - output05_loss: 18.6676 - output06_loss: 22.5849 - output07_loss: 24.3174 - output08_loss: 14.8169 - output09_loss: 19.6828 - output10_loss: 19.2851 - output11_loss: 20.8764 - output12_loss: 17.3477 - output13_loss: 26.8922 - output14_loss: 19.5063 - output15_loss: 29.5678 - output16_loss: 20.8300 - output17_loss: 23.0859 - output18_loss: 14.3159 - output19_loss: 11.8380 - output20_loss: 13.9172 - output21_loss: 30.4982 - output22_loss: 22.7368 - output23_loss: 15.5487 - output24_loss: 22.2043 - output25_loss: 28.1592 - output26_loss: 14.7073 - output27_loss: 29.4899 - output28_loss: 22.9658 - output29_loss: 30.5564 - output00_mean_squared_error: 12.4838 - output01_mean_squared_error: 14.7930 - output02_mean_squared_error: 23.0845 - output03_mean_squared_error: 33.3524 - output04_mean_squared_error: 28.6711 - output05_mean_squared_error: 18.6676 - output06_mean_squared_error: 22.5849 - output07_mean_squared_error: 24.3174 - output08_mean_squared_error: 14.8169 - output09_mean_squared_error: 19.6828 - output10_mean_squared_error: 19.2851 - output11_mean_squared_error: 20.8764 - output12_mean_squared_error: 17.3477 - output13_mean_squared_error: 26.8922 - output14_mean_squared_error: 19.5063 - output15_mean_squared_error: 29.5678 - output16_mean_squared_error: 20.8300 - output17_mean_squared_error: 23.0859 - output18_mean_squared_error: 14.3159 - output19_mean_squared_error: 11.8380 - output20_mean_squared_error: 13.9172 - output21_mean_squared_error: 30.4982 - output22_mean_squared_error: 22.7368 - output23_mean_squared_error: 15.5487 - output24_mean_squared_error: 22.2043 - output25_mean_squared_error: 28.1592 - output26_mean_squared_error: 14.7073 - output27_mean_squared_error: 29.4899 - output28_mean_squared_error: 22.9658 - output29_mean_squared_error: 30.5564 Epoch 976/2000 121/121 [==============================] - 0s 566us/step - loss: 646.6763 - output00_loss: 12.4832 - output01_loss: 14.7891 - output02_loss: 23.0798 - output03_loss: 33.3480 - output04_loss: 28.6636 - output05_loss: 18.6666 - output06_loss: 22.5768 - output07_loss: 24.3106 - output08_loss: 14.8143 - output09_loss: 19.6806 - output10_loss: 19.2842 - output11_loss: 20.8757 - output12_loss: 17.3448 - output13_loss: 26.8874 - output14_loss: 19.5012 - output15_loss: 29.5626 - output16_loss: 20.8295 - output17_loss: 23.0814 - output18_loss: 14.3150 - output19_loss: 11.8348 - output20_loss: 13.9113 - output21_loss: 30.4947 - output22_loss: 22.7349 - output23_loss: 15.5480 - output24_loss: 22.2014 - output25_loss: 28.1577 - output26_loss: 14.7064 - output27_loss: 29.4868 - output28_loss: 22.9593 - output29_loss: 30.5466 - output00_mean_squared_error: 12.4832 - output01_mean_squared_error: 14.7891 - output02_mean_squared_error: 23.0798 - output03_mean_squared_error: 33.3480 - output04_mean_squared_error: 28.6636 - output05_mean_squared_error: 18.6666 - output06_mean_squared_error: 22.5768 - output07_mean_squared_error: 24.3106 - output08_mean_squared_error: 14.8143 - output09_mean_squared_error: 19.6806 - output10_mean_squared_error: 19.2842 - output11_mean_squared_error: 20.8757 - output12_mean_squared_error: 17.3448 - output13_mean_squared_error: 26.8874 - output14_mean_squared_error: 19.5012 - output15_mean_squared_error: 29.5626 - output16_mean_squared_error: 20.8295 - output17_mean_squared_error: 23.0814 - output18_mean_squared_error: 14.3150 - output19_mean_squared_error: 11.8348 - output20_mean_squared_error: 13.9113 - output21_mean_squared_error: 30.4947 - output22_mean_squared_error: 22.7349 - output23_mean_squared_error: 15.5480 - output24_mean_squared_error: 22.2014 - output25_mean_squared_error: 28.1577 - output26_mean_squared_error: 14.7064 - output27_mean_squared_error: 29.4868 - output28_mean_squared_error: 22.9593 - output29_mean_squared_error: 30.5466 Epoch 977/2000 121/121 [==============================] - 0s 846us/step - loss: 646.5697 - output00_loss: 12.4827 - output01_loss: 14.7852 - output02_loss: 23.0751 - output03_loss: 33.3435 - output04_loss: 28.6562 - output05_loss: 18.6657 - output06_loss: 22.5688 - output07_loss: 24.3038 - output08_loss: 14.8117 - output09_loss: 19.6785 - output10_loss: 19.2834 - output11_loss: 20.8750 - output12_loss: 17.3418 - output13_loss: 26.8826 - output14_loss: 19.4962 - output15_loss: 29.5575 - output16_loss: 20.8291 - output17_loss: 23.0770 - output18_loss: 14.3141 - output19_loss: 11.8316 - output20_loss: 13.9054 - output21_loss: 30.4911 - output22_loss: 22.7330 - output23_loss: 15.5473 - output24_loss: 22.1985 - output25_loss: 28.1562 - output26_loss: 14.7056 - output27_loss: 29.4836 - output28_loss: 22.9527 - output29_loss: 30.5368 - output00_mean_squared_error: 12.4827 - output01_mean_squared_error: 14.7852 - output02_mean_squared_error: 23.0751 - output03_mean_squared_error: 33.3435 - output04_mean_squared_error: 28.6562 - output05_mean_squared_error: 18.6657 - output06_mean_squared_error: 22.5688 - output07_mean_squared_error: 24.3038 - output08_mean_squared_error: 14.8117 - output09_mean_squared_error: 19.6785 - output10_mean_squared_error: 19.2834 - output11_mean_squared_error: 20.8750 - output12_mean_squared_error: 17.3418 - output13_mean_squared_error: 26.8826 - output14_mean_squared_error: 19.4962 - output15_mean_squared_error: 29.5575 - output16_mean_squared_error: 20.8291 - output17_mean_squared_error: 23.0770 - output18_mean_squared_error: 14.3141 - output19_mean_squared_error: 11.8316 - output20_mean_squared_error: 13.9054 - output21_mean_squared_error: 30.4911 - output22_mean_squared_error: 22.7330 - output23_mean_squared_error: 15.5473 - output24_mean_squared_error: 22.1985 - output25_mean_squared_error: 28.1562 - output26_mean_squared_error: 14.7056 - output27_mean_squared_error: 29.4836 - output28_mean_squared_error: 22.9527 - output29_mean_squared_error: 30.5368 Epoch 978/2000 121/121 [==============================] - 0s 605us/step - loss: 646.4631 - output00_loss: 12.4822 - output01_loss: 14.7813 - output02_loss: 23.0705 - output03_loss: 33.3391 - output04_loss: 28.6487 - output05_loss: 18.6647 - output06_loss: 22.5608 - output07_loss: 24.2970 - output08_loss: 14.8091 - output09_loss: 19.6764 - output10_loss: 19.2825 - output11_loss: 20.8743 - output12_loss: 17.3389 - output13_loss: 26.8778 - output14_loss: 19.4911 - output15_loss: 29.5523 - output16_loss: 20.8286 - output17_loss: 23.0725 - output18_loss: 14.3132 - output19_loss: 11.8285 - output20_loss: 13.8995 - output21_loss: 30.4876 - output22_loss: 22.7311 - output23_loss: 15.5466 - output24_loss: 22.1956 - output25_loss: 28.1547 - output26_loss: 14.7047 - output27_loss: 29.4805 - output28_loss: 22.9463 - output29_loss: 30.5270 - output00_mean_squared_error: 12.4822 - output01_mean_squared_error: 14.7813 - output02_mean_squared_error: 23.0705 - output03_mean_squared_error: 33.3391 - output04_mean_squared_error: 28.6487 - output05_mean_squared_error: 18.6647 - output06_mean_squared_error: 22.5608 - output07_mean_squared_error: 24.2970 - output08_mean_squared_error: 14.8091 - output09_mean_squared_error: 19.6764 - output10_mean_squared_error: 19.2825 - output11_mean_squared_error: 20.8743 - output12_mean_squared_error: 17.3389 - output13_mean_squared_error: 26.8778 - output14_mean_squared_error: 19.4911 - output15_mean_squared_error: 29.5523 - output16_mean_squared_error: 20.8286 - output17_mean_squared_error: 23.0725 - output18_mean_squared_error: 14.3132 - output19_mean_squared_error: 11.8285 - output20_mean_squared_error: 13.8995 - output21_mean_squared_error: 30.4876 - output22_mean_squared_error: 22.7311 - output23_mean_squared_error: 15.5466 - output24_mean_squared_error: 22.1956 - output25_mean_squared_error: 28.1547 - output26_mean_squared_error: 14.7047 - output27_mean_squared_error: 29.4805 - output28_mean_squared_error: 22.9463 - output29_mean_squared_error: 30.5270 Epoch 979/2000 121/121 [==============================] - 0s 644us/step - loss: 646.3569 - output00_loss: 12.4817 - output01_loss: 14.7774 - output02_loss: 23.0658 - output03_loss: 33.3346 - output04_loss: 28.6412 - output05_loss: 18.6638 - output06_loss: 22.5528 - output07_loss: 24.2902 - output08_loss: 14.8066 - output09_loss: 19.6743 - output10_loss: 19.2817 - output11_loss: 20.8736 - output12_loss: 17.3360 - output13_loss: 26.8731 - output14_loss: 19.4860 - output15_loss: 29.5471 - output16_loss: 20.8282 - output17_loss: 23.0681 - output18_loss: 14.3123 - output19_loss: 11.8253 - output20_loss: 13.8937 - output21_loss: 30.4841 - output22_loss: 22.7293 - output23_loss: 15.5459 - output24_loss: 22.1928 - output25_loss: 28.1533 - output26_loss: 14.7039 - output27_loss: 29.4774 - output28_loss: 22.9398 - output29_loss: 30.5172 - output00_mean_squared_error: 12.4817 - output01_mean_squared_error: 14.7774 - output02_mean_squared_error: 23.0658 - output03_mean_squared_error: 33.3346 - output04_mean_squared_error: 28.6412 - output05_mean_squared_error: 18.6638 - output06_mean_squared_error: 22.5528 - output07_mean_squared_error: 24.2902 - output08_mean_squared_error: 14.8066 - output09_mean_squared_error: 19.6743 - output10_mean_squared_error: 19.2817 - output11_mean_squared_error: 20.8736 - output12_mean_squared_error: 17.3360 - output13_mean_squared_error: 26.8731 - output14_mean_squared_error: 19.4860 - output15_mean_squared_error: 29.5471 - output16_mean_squared_error: 20.8282 - output17_mean_squared_error: 23.0681 - output18_mean_squared_error: 14.3123 - output19_mean_squared_error: 11.8253 - output20_mean_squared_error: 13.8937 - output21_mean_squared_error: 30.4841 - output22_mean_squared_error: 22.7293 - output23_mean_squared_error: 15.5459 - output24_mean_squared_error: 22.1928 - output25_mean_squared_error: 28.1533 - output26_mean_squared_error: 14.7039 - output27_mean_squared_error: 29.4774 - output28_mean_squared_error: 22.9398 - output29_mean_squared_error: 30.5172 Epoch 980/2000 121/121 [==============================] - 0s 778us/step - loss: 646.2509 - output00_loss: 12.4812 - output01_loss: 14.7736 - output02_loss: 23.0612 - output03_loss: 33.3302 - output04_loss: 28.6338 - output05_loss: 18.6628 - output06_loss: 22.5448 - output07_loss: 24.2834 - output08_loss: 14.8040 - output09_loss: 19.6721 - output10_loss: 19.2808 - output11_loss: 20.8729 - output12_loss: 17.3331 - output13_loss: 26.8683 - output14_loss: 19.4809 - output15_loss: 29.5420 - output16_loss: 20.8278 - output17_loss: 23.0637 - output18_loss: 14.3114 - output19_loss: 11.8222 - output20_loss: 13.8878 - output21_loss: 30.4806 - output22_loss: 22.7274 - output23_loss: 15.5452 - output24_loss: 22.1899 - output25_loss: 28.1518 - output26_loss: 14.7031 - output27_loss: 29.4743 - output28_loss: 22.9333 - output29_loss: 30.5075 - output00_mean_squared_error: 12.4812 - output01_mean_squared_error: 14.7736 - output02_mean_squared_error: 23.0612 - output03_mean_squared_error: 33.3302 - output04_mean_squared_error: 28.6338 - output05_mean_squared_error: 18.6628 - output06_mean_squared_error: 22.5448 - output07_mean_squared_error: 24.2834 - output08_mean_squared_error: 14.8040 - output09_mean_squared_error: 19.6721 - output10_mean_squared_error: 19.2808 - output11_mean_squared_error: 20.8729 - output12_mean_squared_error: 17.3331 - output13_mean_squared_error: 26.8683 - output14_mean_squared_error: 19.4809 - output15_mean_squared_error: 29.5420 - output16_mean_squared_error: 20.8278 - output17_mean_squared_error: 23.0637 - output18_mean_squared_error: 14.3114 - output19_mean_squared_error: 11.8222 - output20_mean_squared_error: 13.8878 - output21_mean_squared_error: 30.4806 - output22_mean_squared_error: 22.7274 - output23_mean_squared_error: 15.5452 - output24_mean_squared_error: 22.1899 - output25_mean_squared_error: 28.1518 - output26_mean_squared_error: 14.7031 - output27_mean_squared_error: 29.4743 - output28_mean_squared_error: 22.9333 - output29_mean_squared_error: 30.5075 Epoch 981/2000 121/121 [==============================] - 0s 977us/step - loss: 646.1453 - output00_loss: 12.4807 - output01_loss: 14.7697 - output02_loss: 23.0565 - output03_loss: 33.3258 - output04_loss: 28.6263 - output05_loss: 18.6619 - output06_loss: 22.5368 - output07_loss: 24.2766 - output08_loss: 14.8014 - output09_loss: 19.6700 - output10_loss: 19.2800 - output11_loss: 20.8722 - output12_loss: 17.3302 - output13_loss: 26.8635 - output14_loss: 19.4759 - output15_loss: 29.5369 - output16_loss: 20.8273 - output17_loss: 23.0593 - output18_loss: 14.3105 - output19_loss: 11.8191 - output20_loss: 13.8820 - output21_loss: 30.4771 - output22_loss: 22.7255 - output23_loss: 15.5445 - output24_loss: 22.1871 - output25_loss: 28.1503 - output26_loss: 14.7022 - output27_loss: 29.4712 - output28_loss: 22.9268 - output29_loss: 30.4977 - output00_mean_squared_error: 12.4807 - output01_mean_squared_error: 14.7697 - output02_mean_squared_error: 23.0565 - output03_mean_squared_error: 33.3258 - output04_mean_squared_error: 28.6263 - output05_mean_squared_error: 18.6619 - output06_mean_squared_error: 22.5368 - output07_mean_squared_error: 24.2766 - output08_mean_squared_error: 14.8014 - output09_mean_squared_error: 19.6700 - output10_mean_squared_error: 19.2800 - output11_mean_squared_error: 20.8722 - output12_mean_squared_error: 17.3302 - output13_mean_squared_error: 26.8635 - output14_mean_squared_error: 19.4759 - output15_mean_squared_error: 29.5369 - output16_mean_squared_error: 20.8273 - output17_mean_squared_error: 23.0593 - output18_mean_squared_error: 14.3105 - output19_mean_squared_error: 11.8191 - output20_mean_squared_error: 13.8820 - output21_mean_squared_error: 30.4771 - output22_mean_squared_error: 22.7255 - output23_mean_squared_error: 15.5445 - output24_mean_squared_error: 22.1871 - output25_mean_squared_error: 28.1503 - output26_mean_squared_error: 14.7022 - output27_mean_squared_error: 29.4712 - output28_mean_squared_error: 22.9268 - output29_mean_squared_error: 30.4977 Epoch 982/2000 121/121 [==============================] - 0s 1ms/step - loss: 646.0399 - output00_loss: 12.4802 - output01_loss: 14.7658 - output02_loss: 23.0519 - output03_loss: 33.3214 - output04_loss: 28.6189 - output05_loss: 18.6610 - output06_loss: 22.5289 - output07_loss: 24.2699 - output08_loss: 14.7989 - output09_loss: 19.6679 - output10_loss: 19.2791 - output11_loss: 20.8715 - output12_loss: 17.3273 - output13_loss: 26.8588 - output14_loss: 19.4708 - output15_loss: 29.5317 - output16_loss: 20.8269 - output17_loss: 23.0549 - output18_loss: 14.3096 - output19_loss: 11.8159 - output20_loss: 13.8762 - output21_loss: 30.4736 - output22_loss: 22.7237 - output23_loss: 15.5438 - output24_loss: 22.1843 - output25_loss: 28.1489 - output26_loss: 14.7014 - output27_loss: 29.4681 - output28_loss: 22.9204 - output29_loss: 30.4880 - output00_mean_squared_error: 12.4802 - output01_mean_squared_error: 14.7658 - output02_mean_squared_error: 23.0519 - output03_mean_squared_error: 33.3214 - output04_mean_squared_error: 28.6189 - output05_mean_squared_error: 18.6610 - output06_mean_squared_error: 22.5289 - output07_mean_squared_error: 24.2699 - output08_mean_squared_error: 14.7989 - output09_mean_squared_error: 19.6679 - output10_mean_squared_error: 19.2791 - output11_mean_squared_error: 20.8715 - output12_mean_squared_error: 17.3273 - output13_mean_squared_error: 26.8588 - output14_mean_squared_error: 19.4708 - output15_mean_squared_error: 29.5317 - output16_mean_squared_error: 20.8269 - output17_mean_squared_error: 23.0549 - output18_mean_squared_error: 14.3096 - output19_mean_squared_error: 11.8159 - output20_mean_squared_error: 13.8762 - output21_mean_squared_error: 30.4736 - output22_mean_squared_error: 22.7237 - output23_mean_squared_error: 15.5438 - output24_mean_squared_error: 22.1843 - output25_mean_squared_error: 28.1489 - output26_mean_squared_error: 14.7014 - output27_mean_squared_error: 29.4681 - output28_mean_squared_error: 22.9204 - output29_mean_squared_error: 30.4880 Epoch 983/2000 121/121 [==============================] - 0s 1ms/step - loss: 645.9344 - output00_loss: 12.4797 - output01_loss: 14.7620 - output02_loss: 23.0473 - output03_loss: 33.3170 - output04_loss: 28.6115 - output05_loss: 18.6600 - output06_loss: 22.5209 - output07_loss: 24.2631 - output08_loss: 14.7964 - output09_loss: 19.6659 - output10_loss: 19.2783 - output11_loss: 20.8708 - output12_loss: 17.3245 - output13_loss: 26.8541 - output14_loss: 19.4658 - output15_loss: 29.5266 - output16_loss: 20.8264 - output17_loss: 23.0505 - output18_loss: 14.3087 - output19_loss: 11.8128 - output20_loss: 13.8704 - output21_loss: 30.4702 - output22_loss: 22.7218 - output23_loss: 15.5431 - output24_loss: 22.1815 - output25_loss: 28.1474 - output26_loss: 14.7006 - output27_loss: 29.4650 - output28_loss: 22.9140 - output29_loss: 30.4783 - output00_mean_squared_error: 12.4797 - output01_mean_squared_error: 14.7620 - output02_mean_squared_error: 23.0473 - output03_mean_squared_error: 33.3170 - output04_mean_squared_error: 28.6115 - output05_mean_squared_error: 18.6600 - output06_mean_squared_error: 22.5209 - output07_mean_squared_error: 24.2631 - output08_mean_squared_error: 14.7964 - output09_mean_squared_error: 19.6659 - output10_mean_squared_error: 19.2783 - output11_mean_squared_error: 20.8708 - output12_mean_squared_error: 17.3245 - output13_mean_squared_error: 26.8541 - output14_mean_squared_error: 19.4658 - output15_mean_squared_error: 29.5266 - output16_mean_squared_error: 20.8264 - output17_mean_squared_error: 23.0505 - output18_mean_squared_error: 14.3087 - output19_mean_squared_error: 11.8128 - output20_mean_squared_error: 13.8704 - output21_mean_squared_error: 30.4702 - output22_mean_squared_error: 22.7218 - output23_mean_squared_error: 15.5431 - output24_mean_squared_error: 22.1815 - output25_mean_squared_error: 28.1474 - output26_mean_squared_error: 14.7006 - output27_mean_squared_error: 29.4650 - output28_mean_squared_error: 22.9140 - output29_mean_squared_error: 30.4783 Epoch 984/2000 121/121 [==============================] - 0s 1ms/step - loss: 645.8295 - output00_loss: 12.4792 - output01_loss: 14.7582 - output02_loss: 23.0427 - output03_loss: 33.3126 - output04_loss: 28.6041 - output05_loss: 18.6591 - output06_loss: 22.5130 - output07_loss: 24.2564 - output08_loss: 14.7938 - output09_loss: 19.6638 - output10_loss: 19.2775 - output11_loss: 20.8701 - output12_loss: 17.3216 - output13_loss: 26.8493 - output14_loss: 19.4608 - output15_loss: 29.5215 - output16_loss: 20.8260 - output17_loss: 23.0461 - output18_loss: 14.3078 - output19_loss: 11.8097 - output20_loss: 13.8646 - output21_loss: 30.4667 - output22_loss: 22.7200 - output23_loss: 15.5424 - output24_loss: 22.1786 - output25_loss: 28.1459 - output26_loss: 14.6998 - output27_loss: 29.4619 - output28_loss: 22.9075 - output29_loss: 30.4686 - output00_mean_squared_error: 12.4792 - output01_mean_squared_error: 14.7582 - output02_mean_squared_error: 23.0427 - output03_mean_squared_error: 33.3126 - output04_mean_squared_error: 28.6041 - output05_mean_squared_error: 18.6591 - output06_mean_squared_error: 22.5130 - output07_mean_squared_error: 24.2564 - output08_mean_squared_error: 14.7938 - output09_mean_squared_error: 19.6638 - output10_mean_squared_error: 19.2775 - output11_mean_squared_error: 20.8701 - output12_mean_squared_error: 17.3216 - output13_mean_squared_error: 26.8493 - output14_mean_squared_error: 19.4608 - output15_mean_squared_error: 29.5215 - output16_mean_squared_error: 20.8260 - output17_mean_squared_error: 23.0461 - output18_mean_squared_error: 14.3078 - output19_mean_squared_error: 11.8097 - output20_mean_squared_error: 13.8646 - output21_mean_squared_error: 30.4667 - output22_mean_squared_error: 22.7200 - output23_mean_squared_error: 15.5424 - output24_mean_squared_error: 22.1786 - output25_mean_squared_error: 28.1459 - output26_mean_squared_error: 14.6998 - output27_mean_squared_error: 29.4619 - output28_mean_squared_error: 22.9075 - output29_mean_squared_error: 30.4686 Epoch 985/2000 121/121 [==============================] - 0s 729us/step - loss: 645.7246 - output00_loss: 12.4787 - output01_loss: 14.7543 - output02_loss: 23.0381 - output03_loss: 33.3083 - output04_loss: 28.5967 - output05_loss: 18.6582 - output06_loss: 22.5051 - output07_loss: 24.2497 - output08_loss: 14.7913 - output09_loss: 19.6617 - output10_loss: 19.2766 - output11_loss: 20.8694 - output12_loss: 17.3187 - output13_loss: 26.8446 - output14_loss: 19.4558 - output15_loss: 29.5164 - output16_loss: 20.8256 - output17_loss: 23.0418 - output18_loss: 14.3070 - output19_loss: 11.8065 - output20_loss: 13.8588 - output21_loss: 30.4633 - output22_loss: 22.7182 - output23_loss: 15.5418 - output24_loss: 22.1758 - output25_loss: 28.1445 - output26_loss: 14.6990 - output27_loss: 29.4588 - output28_loss: 22.9011 - output29_loss: 30.4589 - output00_mean_squared_error: 12.4787 - output01_mean_squared_error: 14.7543 - output02_mean_squared_error: 23.0381 - output03_mean_squared_error: 33.3083 - output04_mean_squared_error: 28.5967 - output05_mean_squared_error: 18.6582 - output06_mean_squared_error: 22.5051 - output07_mean_squared_error: 24.2497 - output08_mean_squared_error: 14.7913 - output09_mean_squared_error: 19.6617 - output10_mean_squared_error: 19.2766 - output11_mean_squared_error: 20.8694 - output12_mean_squared_error: 17.3187 - output13_mean_squared_error: 26.8446 - output14_mean_squared_error: 19.4558 - output15_mean_squared_error: 29.5164 - output16_mean_squared_error: 20.8256 - output17_mean_squared_error: 23.0418 - output18_mean_squared_error: 14.3070 - output19_mean_squared_error: 11.8065 - output20_mean_squared_error: 13.8588 - output21_mean_squared_error: 30.4633 - output22_mean_squared_error: 22.7182 - output23_mean_squared_error: 15.5418 - output24_mean_squared_error: 22.1758 - output25_mean_squared_error: 28.1445 - output26_mean_squared_error: 14.6990 - output27_mean_squared_error: 29.4588 - output28_mean_squared_error: 22.9011 - output29_mean_squared_error: 30.4589 Epoch 986/2000 121/121 [==============================] - 0s 911us/step - loss: 645.6202 - output00_loss: 12.4782 - output01_loss: 14.7505 - output02_loss: 23.0335 - output03_loss: 33.3039 - output04_loss: 28.5893 - output05_loss: 18.6573 - output06_loss: 22.4972 - output07_loss: 24.2430 - output08_loss: 14.7888 - output09_loss: 19.6596 - output10_loss: 19.2758 - output11_loss: 20.8688 - output12_loss: 17.3159 - output13_loss: 26.8399 - output14_loss: 19.4508 - output15_loss: 29.5113 - output16_loss: 20.8252 - output17_loss: 23.0374 - output18_loss: 14.3061 - output19_loss: 11.8034 - output20_loss: 13.8530 - output21_loss: 30.4598 - output22_loss: 22.7164 - output23_loss: 15.5411 - output24_loss: 22.1730 - output25_loss: 28.1431 - output26_loss: 14.6981 - output27_loss: 29.4557 - output28_loss: 22.8947 - output29_loss: 30.4493 - output00_mean_squared_error: 12.4782 - output01_mean_squared_error: 14.7505 - output02_mean_squared_error: 23.0335 - output03_mean_squared_error: 33.3039 - output04_mean_squared_error: 28.5893 - output05_mean_squared_error: 18.6573 - output06_mean_squared_error: 22.4972 - output07_mean_squared_error: 24.2430 - output08_mean_squared_error: 14.7888 - output09_mean_squared_error: 19.6596 - output10_mean_squared_error: 19.2758 - output11_mean_squared_error: 20.8688 - output12_mean_squared_error: 17.3159 - output13_mean_squared_error: 26.8399 - output14_mean_squared_error: 19.4508 - output15_mean_squared_error: 29.5113 - output16_mean_squared_error: 20.8252 - output17_mean_squared_error: 23.0374 - output18_mean_squared_error: 14.3061 - output19_mean_squared_error: 11.8034 - output20_mean_squared_error: 13.8530 - output21_mean_squared_error: 30.4598 - output22_mean_squared_error: 22.7164 - output23_mean_squared_error: 15.5411 - output24_mean_squared_error: 22.1730 - output25_mean_squared_error: 28.1431 - output26_mean_squared_error: 14.6981 - output27_mean_squared_error: 29.4557 - output28_mean_squared_error: 22.8947 - output29_mean_squared_error: 30.4493 Epoch 987/2000 121/121 [==============================] - 0s 1ms/step - loss: 645.5159 - output00_loss: 12.4777 - output01_loss: 14.7467 - output02_loss: 23.0289 - output03_loss: 33.2996 - output04_loss: 28.5820 - output05_loss: 18.6563 - output06_loss: 22.4893 - output07_loss: 24.2363 - output08_loss: 14.7863 - output09_loss: 19.6576 - output10_loss: 19.2750 - output11_loss: 20.8681 - output12_loss: 17.3131 - output13_loss: 26.8352 - output14_loss: 19.4458 - output15_loss: 29.5062 - output16_loss: 20.8247 - output17_loss: 23.0331 - output18_loss: 14.3052 - output19_loss: 11.8003 - output20_loss: 13.8473 - output21_loss: 30.4564 - output22_loss: 22.7145 - output23_loss: 15.5404 - output24_loss: 22.1703 - output25_loss: 28.1416 - output26_loss: 14.6973 - output27_loss: 29.4527 - output28_loss: 22.8883 - output29_loss: 30.4396 - output00_mean_squared_error: 12.4777 - output01_mean_squared_error: 14.7467 - output02_mean_squared_error: 23.0289 - output03_mean_squared_error: 33.2996 - output04_mean_squared_error: 28.5820 - output05_mean_squared_error: 18.6563 - output06_mean_squared_error: 22.4893 - output07_mean_squared_error: 24.2363 - output08_mean_squared_error: 14.7863 - output09_mean_squared_error: 19.6576 - output10_mean_squared_error: 19.2750 - output11_mean_squared_error: 20.8681 - output12_mean_squared_error: 17.3131 - output13_mean_squared_error: 26.8352 - output14_mean_squared_error: 19.4458 - output15_mean_squared_error: 29.5062 - output16_mean_squared_error: 20.8247 - output17_mean_squared_error: 23.0331 - output18_mean_squared_error: 14.3052 - output19_mean_squared_error: 11.8003 - output20_mean_squared_error: 13.8473 - output21_mean_squared_error: 30.4564 - output22_mean_squared_error: 22.7145 - output23_mean_squared_error: 15.5404 - output24_mean_squared_error: 22.1703 - output25_mean_squared_error: 28.1416 - output26_mean_squared_error: 14.6973 - output27_mean_squared_error: 29.4527 - output28_mean_squared_error: 22.8883 - output29_mean_squared_error: 30.4396 Epoch 988/2000 121/121 [==============================] - 0s 792us/step - loss: 645.4119 - output00_loss: 12.4772 - output01_loss: 14.7429 - output02_loss: 23.0244 - output03_loss: 33.2953 - output04_loss: 28.5746 - output05_loss: 18.6554 - output06_loss: 22.4814 - output07_loss: 24.2296 - output08_loss: 14.7838 - output09_loss: 19.6555 - output10_loss: 19.2741 - output11_loss: 20.8674 - output12_loss: 17.3102 - output13_loss: 26.8305 - output14_loss: 19.4408 - output15_loss: 29.5012 - output16_loss: 20.8243 - output17_loss: 23.0288 - output18_loss: 14.3043 - output19_loss: 11.7972 - output20_loss: 13.8416 - output21_loss: 30.4530 - output22_loss: 22.7127 - output23_loss: 15.5397 - output24_loss: 22.1675 - output25_loss: 28.1402 - output26_loss: 14.6965 - output27_loss: 29.4496 - output28_loss: 22.8819 - output29_loss: 30.4300 - output00_mean_squared_error: 12.4772 - output01_mean_squared_error: 14.7429 - output02_mean_squared_error: 23.0244 - output03_mean_squared_error: 33.2953 - output04_mean_squared_error: 28.5746 - output05_mean_squared_error: 18.6554 - output06_mean_squared_error: 22.4814 - output07_mean_squared_error: 24.2296 - output08_mean_squared_error: 14.7838 - output09_mean_squared_error: 19.6555 - output10_mean_squared_error: 19.2741 - output11_mean_squared_error: 20.8674 - output12_mean_squared_error: 17.3102 - output13_mean_squared_error: 26.8305 - output14_mean_squared_error: 19.4408 - output15_mean_squared_error: 29.5012 - output16_mean_squared_error: 20.8243 - output17_mean_squared_error: 23.0288 - output18_mean_squared_error: 14.3043 - output19_mean_squared_error: 11.7972 - output20_mean_squared_error: 13.8416 - output21_mean_squared_error: 30.4530 - output22_mean_squared_error: 22.7127 - output23_mean_squared_error: 15.5397 - output24_mean_squared_error: 22.1675 - output25_mean_squared_error: 28.1402 - output26_mean_squared_error: 14.6965 - output27_mean_squared_error: 29.4496 - output28_mean_squared_error: 22.8819 - output29_mean_squared_error: 30.4300 Epoch 989/2000 121/121 [==============================] - 0s 1ms/step - loss: 645.3080 - output00_loss: 12.4768 - output01_loss: 14.7391 - output02_loss: 23.0198 - output03_loss: 33.2910 - output04_loss: 28.5673 - output05_loss: 18.6545 - output06_loss: 22.4736 - output07_loss: 24.2229 - output08_loss: 14.7813 - output09_loss: 19.6535 - output10_loss: 19.2733 - output11_loss: 20.8668 - output12_loss: 17.3074 - output13_loss: 26.8258 - output14_loss: 19.4358 - output15_loss: 29.4961 - output16_loss: 20.8239 - output17_loss: 23.0245 - output18_loss: 14.3035 - output19_loss: 11.7941 - output20_loss: 13.8358 - output21_loss: 30.4496 - output22_loss: 22.7109 - output23_loss: 15.5390 - output24_loss: 22.1647 - output25_loss: 28.1388 - output26_loss: 14.6957 - output27_loss: 29.4466 - output28_loss: 22.8756 - output29_loss: 30.4204 - output00_mean_squared_error: 12.4768 - output01_mean_squared_error: 14.7391 - output02_mean_squared_error: 23.0198 - output03_mean_squared_error: 33.2910 - output04_mean_squared_error: 28.5673 - output05_mean_squared_error: 18.6545 - output06_mean_squared_error: 22.4736 - output07_mean_squared_error: 24.2229 - output08_mean_squared_error: 14.7813 - output09_mean_squared_error: 19.6535 - output10_mean_squared_error: 19.2733 - output11_mean_squared_error: 20.8668 - output12_mean_squared_error: 17.3074 - output13_mean_squared_error: 26.8258 - output14_mean_squared_error: 19.4358 - output15_mean_squared_error: 29.4961 - output16_mean_squared_error: 20.8239 - output17_mean_squared_error: 23.0245 - output18_mean_squared_error: 14.3035 - output19_mean_squared_error: 11.7941 - output20_mean_squared_error: 13.8358 - output21_mean_squared_error: 30.4496 - output22_mean_squared_error: 22.7109 - output23_mean_squared_error: 15.5390 - output24_mean_squared_error: 22.1647 - output25_mean_squared_error: 28.1388 - output26_mean_squared_error: 14.6957 - output27_mean_squared_error: 29.4466 - output28_mean_squared_error: 22.8756 - output29_mean_squared_error: 30.4204 Epoch 990/2000 121/121 [==============================] - 0s 1ms/step - loss: 645.2045 - output00_loss: 12.4763 - output01_loss: 14.7353 - output02_loss: 23.0153 - output03_loss: 33.2867 - output04_loss: 28.5599 - output05_loss: 18.6536 - output06_loss: 22.4658 - output07_loss: 24.2163 - output08_loss: 14.7788 - output09_loss: 19.6514 - output10_loss: 19.2725 - output11_loss: 20.8661 - output12_loss: 17.3046 - output13_loss: 26.8212 - output14_loss: 19.4309 - output15_loss: 29.4910 - output16_loss: 20.8235 - output17_loss: 23.0202 - output18_loss: 14.3026 - output19_loss: 11.7909 - output20_loss: 13.8301 - output21_loss: 30.4462 - output22_loss: 22.7091 - output23_loss: 15.5384 - output24_loss: 22.1619 - output25_loss: 28.1373 - output26_loss: 14.6950 - output27_loss: 29.4435 - output28_loss: 22.8692 - output29_loss: 30.4108 - output00_mean_squared_error: 12.4763 - output01_mean_squared_error: 14.7353 - output02_mean_squared_error: 23.0153 - output03_mean_squared_error: 33.2867 - output04_mean_squared_error: 28.5599 - output05_mean_squared_error: 18.6536 - output06_mean_squared_error: 22.4658 - output07_mean_squared_error: 24.2163 - output08_mean_squared_error: 14.7788 - output09_mean_squared_error: 19.6514 - output10_mean_squared_error: 19.2725 - output11_mean_squared_error: 20.8661 - output12_mean_squared_error: 17.3046 - output13_mean_squared_error: 26.8212 - output14_mean_squared_error: 19.4309 - output15_mean_squared_error: 29.4910 - output16_mean_squared_error: 20.8235 - output17_mean_squared_error: 23.0202 - output18_mean_squared_error: 14.3026 - output19_mean_squared_error: 11.7909 - output20_mean_squared_error: 13.8301 - output21_mean_squared_error: 30.4462 - output22_mean_squared_error: 22.7091 - output23_mean_squared_error: 15.5384 - output24_mean_squared_error: 22.1619 - output25_mean_squared_error: 28.1373 - output26_mean_squared_error: 14.6950 - output27_mean_squared_error: 29.4435 - output28_mean_squared_error: 22.8692 - output29_mean_squared_error: 30.4108 Epoch 991/2000 121/121 [==============================] - 0s 925us/step - loss: 645.1012 - output00_loss: 12.4758 - output01_loss: 14.7315 - output02_loss: 23.0107 - output03_loss: 33.2825 - output04_loss: 28.5526 - output05_loss: 18.6527 - output06_loss: 22.4579 - output07_loss: 24.2096 - output08_loss: 14.7763 - output09_loss: 19.6494 - output10_loss: 19.2717 - output11_loss: 20.8654 - output12_loss: 17.3018 - output13_loss: 26.8165 - output14_loss: 19.4259 - output15_loss: 29.4860 - output16_loss: 20.8231 - output17_loss: 23.0159 - output18_loss: 14.3018 - output19_loss: 11.7878 - output20_loss: 13.8244 - output21_loss: 30.4428 - output22_loss: 22.7073 - output23_loss: 15.5377 - output24_loss: 22.1592 - output25_loss: 28.1359 - output26_loss: 14.6942 - output27_loss: 29.4405 - output28_loss: 22.8629 - output29_loss: 30.4012 - output00_mean_squared_error: 12.4758 - output01_mean_squared_error: 14.7315 - output02_mean_squared_error: 23.0107 - output03_mean_squared_error: 33.2825 - output04_mean_squared_error: 28.5526 - output05_mean_squared_error: 18.6527 - output06_mean_squared_error: 22.4579 - output07_mean_squared_error: 24.2096 - output08_mean_squared_error: 14.7763 - output09_mean_squared_error: 19.6494 - output10_mean_squared_error: 19.2717 - output11_mean_squared_error: 20.8654 - output12_mean_squared_error: 17.3018 - output13_mean_squared_error: 26.8165 - output14_mean_squared_error: 19.4259 - output15_mean_squared_error: 29.4860 - output16_mean_squared_error: 20.8231 - output17_mean_squared_error: 23.0159 - output18_mean_squared_error: 14.3018 - output19_mean_squared_error: 11.7878 - output20_mean_squared_error: 13.8244 - output21_mean_squared_error: 30.4428 - output22_mean_squared_error: 22.7073 - output23_mean_squared_error: 15.5377 - output24_mean_squared_error: 22.1592 - output25_mean_squared_error: 28.1359 - output26_mean_squared_error: 14.6942 - output27_mean_squared_error: 29.4405 - output28_mean_squared_error: 22.8629 - output29_mean_squared_error: 30.4012 Epoch 992/2000 121/121 [==============================] - 0s 2ms/step - loss: 644.9980 - output00_loss: 12.4753 - output01_loss: 14.7277 - output02_loss: 23.0062 - output03_loss: 33.2782 - output04_loss: 28.5453 - output05_loss: 18.6518 - output06_loss: 22.4501 - output07_loss: 24.2030 - output08_loss: 14.7739 - output09_loss: 19.6474 - output10_loss: 19.2709 - output11_loss: 20.8648 - output12_loss: 17.2990 - output13_loss: 26.8118 - output14_loss: 19.4210 - output15_loss: 29.4809 - output16_loss: 20.8226 - output17_loss: 23.0116 - output18_loss: 14.3009 - output19_loss: 11.7847 - output20_loss: 13.8188 - output21_loss: 30.4395 - output22_loss: 22.7055 - output23_loss: 15.5370 - output24_loss: 22.1564 - output25_loss: 28.1345 - output26_loss: 14.6934 - output27_loss: 29.4375 - output28_loss: 22.8565 - output29_loss: 30.3916 - output00_mean_squared_error: 12.4753 - output01_mean_squared_error: 14.7277 - output02_mean_squared_error: 23.0062 - output03_mean_squared_error: 33.2782 - output04_mean_squared_error: 28.5453 - output05_mean_squared_error: 18.6518 - output06_mean_squared_error: 22.4501 - output07_mean_squared_error: 24.2030 - output08_mean_squared_error: 14.7739 - output09_mean_squared_error: 19.6474 - output10_mean_squared_error: 19.2709 - output11_mean_squared_error: 20.8648 - output12_mean_squared_error: 17.2990 - output13_mean_squared_error: 26.8118 - output14_mean_squared_error: 19.4210 - output15_mean_squared_error: 29.4809 - output16_mean_squared_error: 20.8226 - output17_mean_squared_error: 23.0116 - output18_mean_squared_error: 14.3009 - output19_mean_squared_error: 11.7847 - output20_mean_squared_error: 13.8188 - output21_mean_squared_error: 30.4395 - output22_mean_squared_error: 22.7055 - output23_mean_squared_error: 15.5370 - output24_mean_squared_error: 22.1564 - output25_mean_squared_error: 28.1345 - output26_mean_squared_error: 14.6934 - output27_mean_squared_error: 29.4375 - output28_mean_squared_error: 22.8565 - output29_mean_squared_error: 30.3916 Epoch 993/2000 121/121 [==============================] - 0s 1ms/step - loss: 644.8953 - output00_loss: 12.4748 - output01_loss: 14.7240 - output02_loss: 23.0017 - output03_loss: 33.2740 - output04_loss: 28.5380 - output05_loss: 18.6509 - output06_loss: 22.4424 - output07_loss: 24.1964 - output08_loss: 14.7714 - output09_loss: 19.6454 - output10_loss: 19.2701 - output11_loss: 20.8641 - output12_loss: 17.2963 - output13_loss: 26.8072 - output14_loss: 19.4160 - output15_loss: 29.4759 - output16_loss: 20.8222 - output17_loss: 23.0073 - output18_loss: 14.3001 - output19_loss: 11.7816 - output20_loss: 13.8131 - output21_loss: 30.4361 - output22_loss: 22.7038 - output23_loss: 15.5364 - output24_loss: 22.1537 - output25_loss: 28.1331 - output26_loss: 14.6926 - output27_loss: 29.4344 - output28_loss: 22.8502 - output29_loss: 30.3821 - output00_mean_squared_error: 12.4748 - output01_mean_squared_error: 14.7240 - output02_mean_squared_error: 23.0017 - output03_mean_squared_error: 33.2740 - output04_mean_squared_error: 28.5380 - output05_mean_squared_error: 18.6509 - output06_mean_squared_error: 22.4424 - output07_mean_squared_error: 24.1964 - output08_mean_squared_error: 14.7714 - output09_mean_squared_error: 19.6454 - output10_mean_squared_error: 19.2701 - output11_mean_squared_error: 20.8641 - output12_mean_squared_error: 17.2963 - output13_mean_squared_error: 26.8072 - output14_mean_squared_error: 19.4160 - output15_mean_squared_error: 29.4759 - output16_mean_squared_error: 20.8222 - output17_mean_squared_error: 23.0073 - output18_mean_squared_error: 14.3001 - output19_mean_squared_error: 11.7816 - output20_mean_squared_error: 13.8131 - output21_mean_squared_error: 30.4361 - output22_mean_squared_error: 22.7038 - output23_mean_squared_error: 15.5364 - output24_mean_squared_error: 22.1537 - output25_mean_squared_error: 28.1331 - output26_mean_squared_error: 14.6926 - output27_mean_squared_error: 29.4344 - output28_mean_squared_error: 22.8502 - output29_mean_squared_error: 30.3821 Epoch 994/2000 121/121 [==============================] - 0s 1ms/step - loss: 644.7926 - output00_loss: 12.4744 - output01_loss: 14.7202 - output02_loss: 22.9972 - output03_loss: 33.2697 - output04_loss: 28.5307 - output05_loss: 18.6500 - output06_loss: 22.4346 - output07_loss: 24.1898 - output08_loss: 14.7689 - output09_loss: 19.6434 - output10_loss: 19.2693 - output11_loss: 20.8635 - output12_loss: 17.2935 - output13_loss: 26.8025 - output14_loss: 19.4111 - output15_loss: 29.4709 - output16_loss: 20.8218 - output17_loss: 23.0031 - output18_loss: 14.2992 - output19_loss: 11.7785 - output20_loss: 13.8074 - output21_loss: 30.4328 - output22_loss: 22.7020 - output23_loss: 15.5357 - output24_loss: 22.1510 - output25_loss: 28.1317 - output26_loss: 14.6918 - output27_loss: 29.4314 - output28_loss: 22.8439 - output29_loss: 30.3725 - output00_mean_squared_error: 12.4744 - output01_mean_squared_error: 14.7202 - output02_mean_squared_error: 22.9972 - output03_mean_squared_error: 33.2697 - output04_mean_squared_error: 28.5307 - output05_mean_squared_error: 18.6500 - output06_mean_squared_error: 22.4346 - output07_mean_squared_error: 24.1898 - output08_mean_squared_error: 14.7689 - output09_mean_squared_error: 19.6434 - output10_mean_squared_error: 19.2693 - output11_mean_squared_error: 20.8635 - output12_mean_squared_error: 17.2935 - output13_mean_squared_error: 26.8025 - output14_mean_squared_error: 19.4111 - output15_mean_squared_error: 29.4709 - output16_mean_squared_error: 20.8218 - output17_mean_squared_error: 23.0031 - output18_mean_squared_error: 14.2992 - output19_mean_squared_error: 11.7785 - output20_mean_squared_error: 13.8074 - output21_mean_squared_error: 30.4328 - output22_mean_squared_error: 22.7020 - output23_mean_squared_error: 15.5357 - output24_mean_squared_error: 22.1510 - output25_mean_squared_error: 28.1317 - output26_mean_squared_error: 14.6918 - output27_mean_squared_error: 29.4314 - output28_mean_squared_error: 22.8439 - output29_mean_squared_error: 30.3725 Epoch 995/2000 121/121 [==============================] - 0s 888us/step - loss: 644.6903 - output00_loss: 12.4739 - output01_loss: 14.7165 - output02_loss: 22.9927 - output03_loss: 33.2655 - output04_loss: 28.5235 - output05_loss: 18.6492 - output06_loss: 22.4268 - output07_loss: 24.1832 - output08_loss: 14.7665 - output09_loss: 19.6414 - output10_loss: 19.2685 - output11_loss: 20.8629 - output12_loss: 17.2908 - output13_loss: 26.7979 - output14_loss: 19.4062 - output15_loss: 29.4659 - output16_loss: 20.8214 - output17_loss: 22.9988 - output18_loss: 14.2984 - output19_loss: 11.7755 - output20_loss: 13.8018 - output21_loss: 30.4295 - output22_loss: 22.7002 - output23_loss: 15.5351 - output24_loss: 22.1482 - output25_loss: 28.1303 - output26_loss: 14.6910 - output27_loss: 29.4284 - output28_loss: 22.8376 - output29_loss: 30.3630 - output00_mean_squared_error: 12.4739 - output01_mean_squared_error: 14.7165 - output02_mean_squared_error: 22.9927 - output03_mean_squared_error: 33.2655 - output04_mean_squared_error: 28.5235 - output05_mean_squared_error: 18.6492 - output06_mean_squared_error: 22.4268 - output07_mean_squared_error: 24.1832 - output08_mean_squared_error: 14.7665 - output09_mean_squared_error: 19.6414 - output10_mean_squared_error: 19.2685 - output11_mean_squared_error: 20.8629 - output12_mean_squared_error: 17.2908 - output13_mean_squared_error: 26.7979 - output14_mean_squared_error: 19.4062 - output15_mean_squared_error: 29.4659 - output16_mean_squared_error: 20.8214 - output17_mean_squared_error: 22.9988 - output18_mean_squared_error: 14.2984 - output19_mean_squared_error: 11.7755 - output20_mean_squared_error: 13.8018 - output21_mean_squared_error: 30.4295 - output22_mean_squared_error: 22.7002 - output23_mean_squared_error: 15.5351 - output24_mean_squared_error: 22.1482 - output25_mean_squared_error: 28.1303 - output26_mean_squared_error: 14.6910 - output27_mean_squared_error: 29.4284 - output28_mean_squared_error: 22.8376 - output29_mean_squared_error: 30.3630 Epoch 996/2000 121/121 [==============================] - 0s 1ms/step - loss: 644.5881 - output00_loss: 12.4734 - output01_loss: 14.7127 - output02_loss: 22.9882 - output03_loss: 33.2613 - output04_loss: 28.5162 - output05_loss: 18.6483 - output06_loss: 22.4191 - output07_loss: 24.1766 - output08_loss: 14.7640 - output09_loss: 19.6394 - output10_loss: 19.2677 - output11_loss: 20.8622 - output12_loss: 17.2880 - output13_loss: 26.7933 - output14_loss: 19.4013 - output15_loss: 29.4609 - output16_loss: 20.8210 - output17_loss: 22.9946 - output18_loss: 14.2976 - output19_loss: 11.7724 - output20_loss: 13.7962 - output21_loss: 30.4261 - output22_loss: 22.6985 - output23_loss: 15.5344 - output24_loss: 22.1455 - output25_loss: 28.1289 - output26_loss: 14.6903 - output27_loss: 29.4254 - output28_loss: 22.8313 - output29_loss: 30.3535 - output00_mean_squared_error: 12.4734 - output01_mean_squared_error: 14.7127 - output02_mean_squared_error: 22.9882 - output03_mean_squared_error: 33.2613 - output04_mean_squared_error: 28.5162 - output05_mean_squared_error: 18.6483 - output06_mean_squared_error: 22.4191 - output07_mean_squared_error: 24.1766 - output08_mean_squared_error: 14.7640 - output09_mean_squared_error: 19.6394 - output10_mean_squared_error: 19.2677 - output11_mean_squared_error: 20.8622 - output12_mean_squared_error: 17.2880 - output13_mean_squared_error: 26.7933 - output14_mean_squared_error: 19.4013 - output15_mean_squared_error: 29.4609 - output16_mean_squared_error: 20.8210 - output17_mean_squared_error: 22.9946 - output18_mean_squared_error: 14.2976 - output19_mean_squared_error: 11.7724 - output20_mean_squared_error: 13.7962 - output21_mean_squared_error: 30.4261 - output22_mean_squared_error: 22.6985 - output23_mean_squared_error: 15.5344 - output24_mean_squared_error: 22.1455 - output25_mean_squared_error: 28.1289 - output26_mean_squared_error: 14.6903 - output27_mean_squared_error: 29.4254 - output28_mean_squared_error: 22.8313 - output29_mean_squared_error: 30.3535 Epoch 997/2000 121/121 [==============================] - 0s 930us/step - loss: 644.4863 - output00_loss: 12.4730 - output01_loss: 14.7090 - output02_loss: 22.9837 - output03_loss: 33.2571 - output04_loss: 28.5089 - output05_loss: 18.6474 - output06_loss: 22.4114 - output07_loss: 24.1700 - output08_loss: 14.7616 - output09_loss: 19.6374 - output10_loss: 19.2669 - output11_loss: 20.8616 - output12_loss: 17.2853 - output13_loss: 26.7887 - output14_loss: 19.3964 - output15_loss: 29.4559 - output16_loss: 20.8206 - output17_loss: 22.9904 - output18_loss: 14.2967 - output19_loss: 11.7693 - output20_loss: 13.7906 - output21_loss: 30.4228 - output22_loss: 22.6967 - output23_loss: 15.5338 - output24_loss: 22.1428 - output25_loss: 28.1275 - output26_loss: 14.6895 - output27_loss: 29.4224 - output28_loss: 22.8250 - output29_loss: 30.3440 - output00_mean_squared_error: 12.4730 - output01_mean_squared_error: 14.7090 - output02_mean_squared_error: 22.9837 - output03_mean_squared_error: 33.2571 - output04_mean_squared_error: 28.5089 - output05_mean_squared_error: 18.6474 - output06_mean_squared_error: 22.4114 - output07_mean_squared_error: 24.1700 - output08_mean_squared_error: 14.7616 - output09_mean_squared_error: 19.6374 - output10_mean_squared_error: 19.2669 - output11_mean_squared_error: 20.8616 - output12_mean_squared_error: 17.2853 - output13_mean_squared_error: 26.7887 - output14_mean_squared_error: 19.3964 - output15_mean_squared_error: 29.4559 - output16_mean_squared_error: 20.8206 - output17_mean_squared_error: 22.9904 - output18_mean_squared_error: 14.2967 - output19_mean_squared_error: 11.7693 - output20_mean_squared_error: 13.7906 - output21_mean_squared_error: 30.4228 - output22_mean_squared_error: 22.6967 - output23_mean_squared_error: 15.5338 - output24_mean_squared_error: 22.1428 - output25_mean_squared_error: 28.1275 - output26_mean_squared_error: 14.6895 - output27_mean_squared_error: 29.4224 - output28_mean_squared_error: 22.8250 - output29_mean_squared_error: 30.3440 Epoch 998/2000 121/121 [==============================] - 0s 986us/step - loss: 644.3845 - output00_loss: 12.4725 - output01_loss: 14.7052 - output02_loss: 22.9792 - output03_loss: 33.2529 - output04_loss: 28.5017 - output05_loss: 18.6465 - output06_loss: 22.4036 - output07_loss: 24.1635 - output08_loss: 14.7592 - output09_loss: 19.6354 - output10_loss: 19.2661 - output11_loss: 20.8610 - output12_loss: 17.2825 - output13_loss: 26.7840 - output14_loss: 19.3915 - output15_loss: 29.4509 - output16_loss: 20.8202 - output17_loss: 22.9862 - output18_loss: 14.2959 - output19_loss: 11.7662 - output20_loss: 13.7850 - output21_loss: 30.4195 - output22_loss: 22.6950 - output23_loss: 15.5331 - output24_loss: 22.1401 - output25_loss: 28.1261 - output26_loss: 14.6887 - output27_loss: 29.4194 - output28_loss: 22.8187 - output29_loss: 30.3345 - output00_mean_squared_error: 12.4725 - output01_mean_squared_error: 14.7052 - output02_mean_squared_error: 22.9792 - output03_mean_squared_error: 33.2529 - output04_mean_squared_error: 28.5017 - output05_mean_squared_error: 18.6465 - output06_mean_squared_error: 22.4036 - output07_mean_squared_error: 24.1635 - output08_mean_squared_error: 14.7592 - output09_mean_squared_error: 19.6354 - output10_mean_squared_error: 19.2661 - output11_mean_squared_error: 20.8610 - output12_mean_squared_error: 17.2825 - output13_mean_squared_error: 26.7840 - output14_mean_squared_error: 19.3915 - output15_mean_squared_error: 29.4509 - output16_mean_squared_error: 20.8202 - output17_mean_squared_error: 22.9862 - output18_mean_squared_error: 14.2959 - output19_mean_squared_error: 11.7662 - output20_mean_squared_error: 13.7850 - output21_mean_squared_error: 30.4195 - output22_mean_squared_error: 22.6950 - output23_mean_squared_error: 15.5331 - output24_mean_squared_error: 22.1401 - output25_mean_squared_error: 28.1261 - output26_mean_squared_error: 14.6887 - output27_mean_squared_error: 29.4194 - output28_mean_squared_error: 22.8187 - output29_mean_squared_error: 30.3345 Epoch 999/2000 121/121 [==============================] - 0s 1ms/step - loss: 644.2830 - output00_loss: 12.4720 - output01_loss: 14.7015 - output02_loss: 22.9747 - output03_loss: 33.2488 - output04_loss: 28.4945 - output05_loss: 18.6456 - output06_loss: 22.3959 - output07_loss: 24.1569 - output08_loss: 14.7568 - output09_loss: 19.6334 - output10_loss: 19.2653 - output11_loss: 20.8603 - output12_loss: 17.2798 - output13_loss: 26.7794 - output14_loss: 19.3867 - output15_loss: 29.4459 - output16_loss: 20.8198 - output17_loss: 22.9820 - output18_loss: 14.2951 - output19_loss: 11.7631 - output20_loss: 13.7794 - output21_loss: 30.4163 - output22_loss: 22.6932 - output23_loss: 15.5325 - output24_loss: 22.1374 - output25_loss: 28.1248 - output26_loss: 14.6880 - output27_loss: 29.4165 - output28_loss: 22.8124 - output29_loss: 30.3250 - output00_mean_squared_error: 12.4720 - output01_mean_squared_error: 14.7015 - output02_mean_squared_error: 22.9747 - output03_mean_squared_error: 33.2488 - output04_mean_squared_error: 28.4945 - output05_mean_squared_error: 18.6456 - output06_mean_squared_error: 22.3959 - output07_mean_squared_error: 24.1569 - output08_mean_squared_error: 14.7568 - output09_mean_squared_error: 19.6334 - output10_mean_squared_error: 19.2653 - output11_mean_squared_error: 20.8603 - output12_mean_squared_error: 17.2798 - output13_mean_squared_error: 26.7794 - output14_mean_squared_error: 19.3867 - output15_mean_squared_error: 29.4459 - output16_mean_squared_error: 20.8198 - output17_mean_squared_error: 22.9820 - output18_mean_squared_error: 14.2951 - output19_mean_squared_error: 11.7631 - output20_mean_squared_error: 13.7794 - output21_mean_squared_error: 30.4163 - output22_mean_squared_error: 22.6932 - output23_mean_squared_error: 15.5325 - output24_mean_squared_error: 22.1374 - output25_mean_squared_error: 28.1248 - output26_mean_squared_error: 14.6880 - output27_mean_squared_error: 29.4165 - output28_mean_squared_error: 22.8124 - output29_mean_squared_error: 30.3250 Epoch 1000/2000 121/121 [==============================] - 0s 1ms/step - loss: 644.1818 - output00_loss: 12.4716 - output01_loss: 14.6978 - output02_loss: 22.9703 - output03_loss: 33.2446 - output04_loss: 28.4873 - output05_loss: 18.6448 - output06_loss: 22.3883 - output07_loss: 24.1504 - output08_loss: 14.7544 - output09_loss: 19.6314 - output10_loss: 19.2645 - output11_loss: 20.8597 - output12_loss: 17.2771 - output13_loss: 26.7748 - output14_loss: 19.3818 - output15_loss: 29.4409 - output16_loss: 20.8194 - output17_loss: 22.9778 - output18_loss: 14.2943 - output19_loss: 11.7600 - output20_loss: 13.7738 - output21_loss: 30.4130 - output22_loss: 22.6915 - output23_loss: 15.5318 - output24_loss: 22.1347 - output25_loss: 28.1234 - output26_loss: 14.6872 - output27_loss: 29.4135 - output28_loss: 22.8062 - output29_loss: 30.3156 - output00_mean_squared_error: 12.4716 - output01_mean_squared_error: 14.6978 - output02_mean_squared_error: 22.9703 - output03_mean_squared_error: 33.2446 - output04_mean_squared_error: 28.4873 - output05_mean_squared_error: 18.6448 - output06_mean_squared_error: 22.3883 - output07_mean_squared_error: 24.1504 - output08_mean_squared_error: 14.7544 - output09_mean_squared_error: 19.6314 - output10_mean_squared_error: 19.2645 - output11_mean_squared_error: 20.8597 - output12_mean_squared_error: 17.2771 - output13_mean_squared_error: 26.7748 - output14_mean_squared_error: 19.3818 - output15_mean_squared_error: 29.4409 - output16_mean_squared_error: 20.8194 - output17_mean_squared_error: 22.9778 - output18_mean_squared_error: 14.2943 - output19_mean_squared_error: 11.7600 - output20_mean_squared_error: 13.7738 - output21_mean_squared_error: 30.4130 - output22_mean_squared_error: 22.6915 - output23_mean_squared_error: 15.5318 - output24_mean_squared_error: 22.1347 - output25_mean_squared_error: 28.1234 - output26_mean_squared_error: 14.6872 - output27_mean_squared_error: 29.4135 - output28_mean_squared_error: 22.8062 - output29_mean_squared_error: 30.3156 Epoch 1001/2000 121/121 [==============================] - 0s 1ms/step - loss: 644.0808 - output00_loss: 12.4711 - output01_loss: 14.6941 - output02_loss: 22.9658 - output03_loss: 33.2405 - output04_loss: 28.4801 - output05_loss: 18.6439 - output06_loss: 22.3806 - output07_loss: 24.1439 - output08_loss: 14.7520 - output09_loss: 19.6295 - output10_loss: 19.2637 - output11_loss: 20.8591 - output12_loss: 17.2744 - output13_loss: 26.7703 - output14_loss: 19.3769 - output15_loss: 29.4360 - output16_loss: 20.8190 - output17_loss: 22.9736 - output18_loss: 14.2935 - output19_loss: 11.7570 - output20_loss: 13.7682 - output21_loss: 30.4097 - output22_loss: 22.6898 - output23_loss: 15.5312 - output24_loss: 22.1320 - output25_loss: 28.1220 - output26_loss: 14.6865 - output27_loss: 29.4105 - output28_loss: 22.7999 - output29_loss: 30.3061 - output00_mean_squared_error: 12.4711 - output01_mean_squared_error: 14.6941 - output02_mean_squared_error: 22.9658 - output03_mean_squared_error: 33.2405 - output04_mean_squared_error: 28.4801 - output05_mean_squared_error: 18.6439 - output06_mean_squared_error: 22.3806 - output07_mean_squared_error: 24.1439 - output08_mean_squared_error: 14.7520 - output09_mean_squared_error: 19.6295 - output10_mean_squared_error: 19.2637 - output11_mean_squared_error: 20.8591 - output12_mean_squared_error: 17.2744 - output13_mean_squared_error: 26.7703 - output14_mean_squared_error: 19.3769 - output15_mean_squared_error: 29.4360 - output16_mean_squared_error: 20.8190 - output17_mean_squared_error: 22.9736 - output18_mean_squared_error: 14.2935 - output19_mean_squared_error: 11.7570 - output20_mean_squared_error: 13.7682 - output21_mean_squared_error: 30.4097 - output22_mean_squared_error: 22.6898 - output23_mean_squared_error: 15.5312 - output24_mean_squared_error: 22.1320 - output25_mean_squared_error: 28.1220 - output26_mean_squared_error: 14.6865 - output27_mean_squared_error: 29.4105 - output28_mean_squared_error: 22.7999 - output29_mean_squared_error: 30.3061 Epoch 1002/2000 121/121 [==============================] - 0s 2ms/step - loss: 643.9801 - output00_loss: 12.4707 - output01_loss: 14.6904 - output02_loss: 22.9614 - output03_loss: 33.2364 - output04_loss: 28.4729 - output05_loss: 18.6430 - output06_loss: 22.3729 - output07_loss: 24.1373 - output08_loss: 14.7496 - output09_loss: 19.6275 - output10_loss: 19.2630 - output11_loss: 20.8585 - output12_loss: 17.2717 - output13_loss: 26.7657 - output14_loss: 19.3721 - output15_loss: 29.4310 - output16_loss: 20.8186 - output17_loss: 22.9694 - output18_loss: 14.2927 - output19_loss: 11.7539 - output20_loss: 13.7627 - output21_loss: 30.4065 - output22_loss: 22.6880 - output23_loss: 15.5305 - output24_loss: 22.1294 - output25_loss: 28.1207 - output26_loss: 14.6857 - output27_loss: 29.4076 - output28_loss: 22.7937 - output29_loss: 30.2967 - output00_mean_squared_error: 12.4707 - output01_mean_squared_error: 14.6904 - output02_mean_squared_error: 22.9614 - output03_mean_squared_error: 33.2364 - output04_mean_squared_error: 28.4729 - output05_mean_squared_error: 18.6430 - output06_mean_squared_error: 22.3729 - output07_mean_squared_error: 24.1373 - output08_mean_squared_error: 14.7496 - output09_mean_squared_error: 19.6275 - output10_mean_squared_error: 19.2630 - output11_mean_squared_error: 20.8585 - output12_mean_squared_error: 17.2717 - output13_mean_squared_error: 26.7657 - output14_mean_squared_error: 19.3721 - output15_mean_squared_error: 29.4310 - output16_mean_squared_error: 20.8186 - output17_mean_squared_error: 22.9694 - output18_mean_squared_error: 14.2927 - output19_mean_squared_error: 11.7539 - output20_mean_squared_error: 13.7627 - output21_mean_squared_error: 30.4065 - output22_mean_squared_error: 22.6880 - output23_mean_squared_error: 15.5305 - output24_mean_squared_error: 22.1294 - output25_mean_squared_error: 28.1207 - output26_mean_squared_error: 14.6857 - output27_mean_squared_error: 29.4076 - output28_mean_squared_error: 22.7937 - output29_mean_squared_error: 30.2967 Epoch 1003/2000 121/121 [==============================] - 0s 551us/step - loss: 643.8796 - output00_loss: 12.4702 - output01_loss: 14.6867 - output02_loss: 22.9570 - output03_loss: 33.2323 - output04_loss: 28.4657 - output05_loss: 18.6422 - output06_loss: 22.3653 - output07_loss: 24.1308 - output08_loss: 14.7472 - output09_loss: 19.6256 - output10_loss: 19.2622 - output11_loss: 20.8578 - output12_loss: 17.2691 - output13_loss: 26.7611 - output14_loss: 19.3673 - output15_loss: 29.4261 - output16_loss: 20.8182 - output17_loss: 22.9653 - output18_loss: 14.2919 - output19_loss: 11.7508 - output20_loss: 13.7571 - output21_loss: 30.4032 - output22_loss: 22.6863 - output23_loss: 15.5299 - output24_loss: 22.1267 - output25_loss: 28.1193 - output26_loss: 14.6850 - output27_loss: 29.4046 - output28_loss: 22.7875 - output29_loss: 30.2873 - output00_mean_squared_error: 12.4702 - output01_mean_squared_error: 14.6867 - output02_mean_squared_error: 22.9570 - output03_mean_squared_error: 33.2323 - output04_mean_squared_error: 28.4657 - output05_mean_squared_error: 18.6422 - output06_mean_squared_error: 22.3653 - output07_mean_squared_error: 24.1308 - output08_mean_squared_error: 14.7472 - output09_mean_squared_error: 19.6256 - output10_mean_squared_error: 19.2622 - output11_mean_squared_error: 20.8578 - output12_mean_squared_error: 17.2691 - output13_mean_squared_error: 26.7611 - output14_mean_squared_error: 19.3673 - output15_mean_squared_error: 29.4261 - output16_mean_squared_error: 20.8182 - output17_mean_squared_error: 22.9653 - output18_mean_squared_error: 14.2919 - output19_mean_squared_error: 11.7508 - output20_mean_squared_error: 13.7571 - output21_mean_squared_error: 30.4032 - output22_mean_squared_error: 22.6863 - output23_mean_squared_error: 15.5299 - output24_mean_squared_error: 22.1267 - output25_mean_squared_error: 28.1193 - output26_mean_squared_error: 14.6850 - output27_mean_squared_error: 29.4046 - output28_mean_squared_error: 22.7875 - output29_mean_squared_error: 30.2873 Epoch 1004/2000 121/121 [==============================] - 0s 1ms/step - loss: 643.7794 - output00_loss: 12.4698 - output01_loss: 14.6830 - output02_loss: 22.9526 - output03_loss: 33.2282 - output04_loss: 28.4585 - output05_loss: 18.6413 - output06_loss: 22.3577 - output07_loss: 24.1244 - output08_loss: 14.7448 - output09_loss: 19.6236 - output10_loss: 19.2614 - output11_loss: 20.8572 - output12_loss: 17.2664 - output13_loss: 26.7565 - output14_loss: 19.3624 - output15_loss: 29.4211 - output16_loss: 20.8178 - output17_loss: 22.9611 - output18_loss: 14.2911 - output19_loss: 11.7478 - output20_loss: 13.7516 - output21_loss: 30.4000 - output22_loss: 22.6846 - output23_loss: 15.5293 - output24_loss: 22.1241 - output25_loss: 28.1180 - output26_loss: 14.6843 - output27_loss: 29.4017 - output28_loss: 22.7813 - output29_loss: 30.2779 - output00_mean_squared_error: 12.4698 - output01_mean_squared_error: 14.6830 - output02_mean_squared_error: 22.9526 - output03_mean_squared_error: 33.2282 - output04_mean_squared_error: 28.4585 - output05_mean_squared_error: 18.6413 - output06_mean_squared_error: 22.3577 - output07_mean_squared_error: 24.1244 - output08_mean_squared_error: 14.7448 - output09_mean_squared_error: 19.6236 - output10_mean_squared_error: 19.2614 - output11_mean_squared_error: 20.8572 - output12_mean_squared_error: 17.2664 - output13_mean_squared_error: 26.7565 - output14_mean_squared_error: 19.3624 - output15_mean_squared_error: 29.4211 - output16_mean_squared_error: 20.8178 - output17_mean_squared_error: 22.9611 - output18_mean_squared_error: 14.2911 - output19_mean_squared_error: 11.7478 - output20_mean_squared_error: 13.7516 - output21_mean_squared_error: 30.4000 - output22_mean_squared_error: 22.6846 - output23_mean_squared_error: 15.5293 - output24_mean_squared_error: 22.1241 - output25_mean_squared_error: 28.1180 - output26_mean_squared_error: 14.6843 - output27_mean_squared_error: 29.4017 - output28_mean_squared_error: 22.7813 - output29_mean_squared_error: 30.2779 Epoch 1005/2000 121/121 [==============================] - 0s 510us/step - loss: 643.6794 - output00_loss: 12.4693 - output01_loss: 14.6793 - output02_loss: 22.9481 - output03_loss: 33.2241 - output04_loss: 28.4514 - output05_loss: 18.6405 - output06_loss: 22.3501 - output07_loss: 24.1179 - output08_loss: 14.7424 - output09_loss: 19.6217 - output10_loss: 19.2607 - output11_loss: 20.8566 - output12_loss: 17.2637 - output13_loss: 26.7520 - output14_loss: 19.3576 - output15_loss: 29.4162 - output16_loss: 20.8174 - output17_loss: 22.9570 - output18_loss: 14.2903 - output19_loss: 11.7447 - output20_loss: 13.7461 - output21_loss: 30.3968 - output22_loss: 22.6829 - output23_loss: 15.5286 - output24_loss: 22.1214 - output25_loss: 28.1166 - output26_loss: 14.6835 - output27_loss: 29.3987 - output28_loss: 22.7751 - output29_loss: 30.2685 - output00_mean_squared_error: 12.4693 - output01_mean_squared_error: 14.6793 - output02_mean_squared_error: 22.9481 - output03_mean_squared_error: 33.2241 - output04_mean_squared_error: 28.4514 - output05_mean_squared_error: 18.6405 - output06_mean_squared_error: 22.3501 - output07_mean_squared_error: 24.1179 - output08_mean_squared_error: 14.7424 - output09_mean_squared_error: 19.6217 - output10_mean_squared_error: 19.2607 - output11_mean_squared_error: 20.8566 - output12_mean_squared_error: 17.2637 - output13_mean_squared_error: 26.7520 - output14_mean_squared_error: 19.3576 - output15_mean_squared_error: 29.4162 - output16_mean_squared_error: 20.8174 - output17_mean_squared_error: 22.9570 - output18_mean_squared_error: 14.2903 - output19_mean_squared_error: 11.7447 - output20_mean_squared_error: 13.7461 - output21_mean_squared_error: 30.3968 - output22_mean_squared_error: 22.6829 - output23_mean_squared_error: 15.5286 - output24_mean_squared_error: 22.1214 - output25_mean_squared_error: 28.1166 - output26_mean_squared_error: 14.6835 - output27_mean_squared_error: 29.3987 - output28_mean_squared_error: 22.7751 - output29_mean_squared_error: 30.2685 Epoch 1006/2000 121/121 [==============================] - 0s 824us/step - loss: 643.5797 - output00_loss: 12.4689 - output01_loss: 14.6757 - output02_loss: 22.9437 - output03_loss: 33.2200 - output04_loss: 28.4442 - output05_loss: 18.6396 - output06_loss: 22.3425 - output07_loss: 24.1114 - output08_loss: 14.7401 - output09_loss: 19.6198 - output10_loss: 19.2599 - output11_loss: 20.8560 - output12_loss: 17.2611 - output13_loss: 26.7474 - output14_loss: 19.3528 - output15_loss: 29.4113 - output16_loss: 20.8170 - output17_loss: 22.9529 - output18_loss: 14.2895 - output19_loss: 11.7417 - output20_loss: 13.7406 - output21_loss: 30.3935 - output22_loss: 22.6812 - output23_loss: 15.5280 - output24_loss: 22.1188 - output25_loss: 28.1153 - output26_loss: 14.6828 - output27_loss: 29.3958 - output28_loss: 22.7689 - output29_loss: 30.2592 - output00_mean_squared_error: 12.4689 - output01_mean_squared_error: 14.6757 - output02_mean_squared_error: 22.9437 - output03_mean_squared_error: 33.2200 - output04_mean_squared_error: 28.4442 - output05_mean_squared_error: 18.6396 - output06_mean_squared_error: 22.3425 - output07_mean_squared_error: 24.1114 - output08_mean_squared_error: 14.7401 - output09_mean_squared_error: 19.6198 - output10_mean_squared_error: 19.2599 - output11_mean_squared_error: 20.8560 - output12_mean_squared_error: 17.2611 - output13_mean_squared_error: 26.7474 - output14_mean_squared_error: 19.3528 - output15_mean_squared_error: 29.4113 - output16_mean_squared_error: 20.8170 - output17_mean_squared_error: 22.9529 - output18_mean_squared_error: 14.2895 - output19_mean_squared_error: 11.7417 - output20_mean_squared_error: 13.7406 - output21_mean_squared_error: 30.3935 - output22_mean_squared_error: 22.6812 - output23_mean_squared_error: 15.5280 - output24_mean_squared_error: 22.1188 - output25_mean_squared_error: 28.1153 - output26_mean_squared_error: 14.6828 - output27_mean_squared_error: 29.3958 - output28_mean_squared_error: 22.7689 - output29_mean_squared_error: 30.2592 Epoch 1007/2000 121/121 [==============================] - 0s 936us/step - loss: 643.4800 - output00_loss: 12.4685 - output01_loss: 14.6720 - output02_loss: 22.9394 - output03_loss: 33.2160 - output04_loss: 28.4371 - output05_loss: 18.6388 - output06_loss: 22.3349 - output07_loss: 24.1050 - output08_loss: 14.7377 - output09_loss: 19.6179 - output10_loss: 19.2591 - output11_loss: 20.8554 - output12_loss: 17.2584 - output13_loss: 26.7429 - output14_loss: 19.3480 - output15_loss: 29.4064 - output16_loss: 20.8167 - output17_loss: 22.9488 - output18_loss: 14.2887 - output19_loss: 11.7386 - output20_loss: 13.7351 - output21_loss: 30.3904 - output22_loss: 22.6795 - output23_loss: 15.5274 - output24_loss: 22.1161 - output25_loss: 28.1139 - output26_loss: 14.6821 - output27_loss: 29.3929 - output28_loss: 22.7627 - output29_loss: 30.2498 - output00_mean_squared_error: 12.4685 - output01_mean_squared_error: 14.6720 - output02_mean_squared_error: 22.9394 - output03_mean_squared_error: 33.2160 - output04_mean_squared_error: 28.4371 - output05_mean_squared_error: 18.6388 - output06_mean_squared_error: 22.3349 - output07_mean_squared_error: 24.1050 - output08_mean_squared_error: 14.7377 - output09_mean_squared_error: 19.6179 - output10_mean_squared_error: 19.2591 - output11_mean_squared_error: 20.8554 - output12_mean_squared_error: 17.2584 - output13_mean_squared_error: 26.7429 - output14_mean_squared_error: 19.3480 - output15_mean_squared_error: 29.4064 - output16_mean_squared_error: 20.8167 - output17_mean_squared_error: 22.9488 - output18_mean_squared_error: 14.2887 - output19_mean_squared_error: 11.7386 - output20_mean_squared_error: 13.7351 - output21_mean_squared_error: 30.3904 - output22_mean_squared_error: 22.6795 - output23_mean_squared_error: 15.5274 - output24_mean_squared_error: 22.1161 - output25_mean_squared_error: 28.1139 - output26_mean_squared_error: 14.6821 - output27_mean_squared_error: 29.3929 - output28_mean_squared_error: 22.7627 - output29_mean_squared_error: 30.2498 Epoch 1008/2000 121/121 [==============================] - 0s 1ms/step - loss: 643.3806 - output00_loss: 12.4680 - output01_loss: 14.6683 - output02_loss: 22.9350 - output03_loss: 33.2119 - output04_loss: 28.4299 - output05_loss: 18.6379 - output06_loss: 22.3273 - output07_loss: 24.0985 - output08_loss: 14.7354 - output09_loss: 19.6160 - output10_loss: 19.2584 - output11_loss: 20.8548 - output12_loss: 17.2558 - output13_loss: 26.7384 - output14_loss: 19.3432 - output15_loss: 29.4015 - output16_loss: 20.8163 - output17_loss: 22.9447 - output18_loss: 14.2879 - output19_loss: 11.7356 - output20_loss: 13.7296 - output21_loss: 30.3872 - output22_loss: 22.6778 - output23_loss: 15.5268 - output24_loss: 22.1135 - output25_loss: 28.1126 - output26_loss: 14.6813 - output27_loss: 29.3900 - output28_loss: 22.7565 - output29_loss: 30.2405 - output00_mean_squared_error: 12.4680 - output01_mean_squared_error: 14.6683 - output02_mean_squared_error: 22.9350 - output03_mean_squared_error: 33.2119 - output04_mean_squared_error: 28.4299 - output05_mean_squared_error: 18.6379 - output06_mean_squared_error: 22.3273 - output07_mean_squared_error: 24.0985 - output08_mean_squared_error: 14.7354 - output09_mean_squared_error: 19.6160 - output10_mean_squared_error: 19.2584 - output11_mean_squared_error: 20.8548 - output12_mean_squared_error: 17.2558 - output13_mean_squared_error: 26.7384 - output14_mean_squared_error: 19.3432 - output15_mean_squared_error: 29.4015 - output16_mean_squared_error: 20.8163 - output17_mean_squared_error: 22.9447 - output18_mean_squared_error: 14.2879 - output19_mean_squared_error: 11.7356 - output20_mean_squared_error: 13.7296 - output21_mean_squared_error: 30.3872 - output22_mean_squared_error: 22.6778 - output23_mean_squared_error: 15.5268 - output24_mean_squared_error: 22.1135 - output25_mean_squared_error: 28.1126 - output26_mean_squared_error: 14.6813 - output27_mean_squared_error: 29.3900 - output28_mean_squared_error: 22.7565 - output29_mean_squared_error: 30.2405 Epoch 1009/2000 121/121 [==============================] - 0s 987us/step - loss: 643.2814 - output00_loss: 12.4676 - output01_loss: 14.6647 - output02_loss: 22.9306 - output03_loss: 33.2079 - output04_loss: 28.4228 - output05_loss: 18.6371 - output06_loss: 22.3198 - output07_loss: 24.0921 - output08_loss: 14.7330 - output09_loss: 19.6140 - output10_loss: 19.2576 - output11_loss: 20.8542 - output12_loss: 17.2532 - output13_loss: 26.7338 - output14_loss: 19.3384 - output15_loss: 29.3966 - output16_loss: 20.8159 - output17_loss: 22.9406 - output18_loss: 14.2871 - output19_loss: 11.7325 - output20_loss: 13.7242 - output21_loss: 30.3840 - output22_loss: 22.6761 - output23_loss: 15.5261 - output24_loss: 22.1109 - output25_loss: 28.1113 - output26_loss: 14.6806 - output27_loss: 29.3870 - output28_loss: 22.7504 - output29_loss: 30.2312 - output00_mean_squared_error: 12.4676 - output01_mean_squared_error: 14.6647 - output02_mean_squared_error: 22.9306 - output03_mean_squared_error: 33.2079 - output04_mean_squared_error: 28.4228 - output05_mean_squared_error: 18.6371 - output06_mean_squared_error: 22.3198 - output07_mean_squared_error: 24.0921 - output08_mean_squared_error: 14.7330 - output09_mean_squared_error: 19.6140 - output10_mean_squared_error: 19.2576 - output11_mean_squared_error: 20.8542 - output12_mean_squared_error: 17.2532 - output13_mean_squared_error: 26.7338 - output14_mean_squared_error: 19.3384 - output15_mean_squared_error: 29.3966 - output16_mean_squared_error: 20.8159 - output17_mean_squared_error: 22.9406 - output18_mean_squared_error: 14.2871 - output19_mean_squared_error: 11.7325 - output20_mean_squared_error: 13.7242 - output21_mean_squared_error: 30.3840 - output22_mean_squared_error: 22.6761 - output23_mean_squared_error: 15.5261 - output24_mean_squared_error: 22.1109 - output25_mean_squared_error: 28.1113 - output26_mean_squared_error: 14.6806 - output27_mean_squared_error: 29.3870 - output28_mean_squared_error: 22.7504 - output29_mean_squared_error: 30.2312 Epoch 1010/2000 121/121 [==============================] - 0s 1ms/step - loss: 643.1826 - output00_loss: 12.4671 - output01_loss: 14.6610 - output02_loss: 22.9262 - output03_loss: 33.2039 - output04_loss: 28.4157 - output05_loss: 18.6362 - output06_loss: 22.3123 - output07_loss: 24.0857 - output08_loss: 14.7307 - output09_loss: 19.6121 - output10_loss: 19.2569 - output11_loss: 20.8537 - output12_loss: 17.2506 - output13_loss: 26.7293 - output14_loss: 19.3337 - output15_loss: 29.3917 - output16_loss: 20.8155 - output17_loss: 22.9365 - output18_loss: 14.2863 - output19_loss: 11.7295 - output20_loss: 13.7187 - output21_loss: 30.3808 - output22_loss: 22.6745 - output23_loss: 15.5255 - output24_loss: 22.1083 - output25_loss: 28.1100 - output26_loss: 14.6799 - output27_loss: 29.3841 - output28_loss: 22.7442 - output29_loss: 30.2218 - output00_mean_squared_error: 12.4671 - output01_mean_squared_error: 14.6610 - output02_mean_squared_error: 22.9262 - output03_mean_squared_error: 33.2039 - output04_mean_squared_error: 28.4157 - output05_mean_squared_error: 18.6362 - output06_mean_squared_error: 22.3123 - output07_mean_squared_error: 24.0857 - output08_mean_squared_error: 14.7307 - output09_mean_squared_error: 19.6121 - output10_mean_squared_error: 19.2569 - output11_mean_squared_error: 20.8537 - output12_mean_squared_error: 17.2506 - output13_mean_squared_error: 26.7293 - output14_mean_squared_error: 19.3337 - output15_mean_squared_error: 29.3917 - output16_mean_squared_error: 20.8155 - output17_mean_squared_error: 22.9365 - output18_mean_squared_error: 14.2863 - output19_mean_squared_error: 11.7295 - output20_mean_squared_error: 13.7187 - output21_mean_squared_error: 30.3808 - output22_mean_squared_error: 22.6745 - output23_mean_squared_error: 15.5255 - output24_mean_squared_error: 22.1083 - output25_mean_squared_error: 28.1100 - output26_mean_squared_error: 14.6799 - output27_mean_squared_error: 29.3841 - output28_mean_squared_error: 22.7442 - output29_mean_squared_error: 30.2218 Epoch 1011/2000 121/121 [==============================] - 0s 1ms/step - loss: 643.0839 - output00_loss: 12.4667 - output01_loss: 14.6574 - output02_loss: 22.9219 - output03_loss: 33.1999 - output04_loss: 28.4086 - output05_loss: 18.6354 - output06_loss: 22.3047 - output07_loss: 24.0793 - output08_loss: 14.7284 - output09_loss: 19.6103 - output10_loss: 19.2561 - output11_loss: 20.8531 - output12_loss: 17.2479 - output13_loss: 26.7248 - output14_loss: 19.3289 - output15_loss: 29.3868 - output16_loss: 20.8151 - output17_loss: 22.9324 - output18_loss: 14.2855 - output19_loss: 11.7265 - output20_loss: 13.7133 - output21_loss: 30.3777 - output22_loss: 22.6728 - output23_loss: 15.5249 - output24_loss: 22.1057 - output25_loss: 28.1086 - output26_loss: 14.6792 - output27_loss: 29.3813 - output28_loss: 22.7381 - output29_loss: 30.2126 - output00_mean_squared_error: 12.4667 - output01_mean_squared_error: 14.6574 - output02_mean_squared_error: 22.9219 - output03_mean_squared_error: 33.1999 - output04_mean_squared_error: 28.4086 - output05_mean_squared_error: 18.6354 - output06_mean_squared_error: 22.3047 - output07_mean_squared_error: 24.0793 - output08_mean_squared_error: 14.7284 - output09_mean_squared_error: 19.6103 - output10_mean_squared_error: 19.2561 - output11_mean_squared_error: 20.8531 - output12_mean_squared_error: 17.2479 - output13_mean_squared_error: 26.7248 - output14_mean_squared_error: 19.3289 - output15_mean_squared_error: 29.3868 - output16_mean_squared_error: 20.8151 - output17_mean_squared_error: 22.9324 - output18_mean_squared_error: 14.2855 - output19_mean_squared_error: 11.7265 - output20_mean_squared_error: 13.7133 - output21_mean_squared_error: 30.3777 - output22_mean_squared_error: 22.6728 - output23_mean_squared_error: 15.5249 - output24_mean_squared_error: 22.1057 - output25_mean_squared_error: 28.1086 - output26_mean_squared_error: 14.6792 - output27_mean_squared_error: 29.3813 - output28_mean_squared_error: 22.7381 - output29_mean_squared_error: 30.2126 Epoch 1012/2000 121/121 [==============================] - 0s 1ms/step - loss: 642.9854 - output00_loss: 12.4663 - output01_loss: 14.6538 - output02_loss: 22.9175 - output03_loss: 33.1959 - output04_loss: 28.4016 - output05_loss: 18.6346 - output06_loss: 22.2972 - output07_loss: 24.0729 - output08_loss: 14.7261 - output09_loss: 19.6084 - output10_loss: 19.2554 - output11_loss: 20.8525 - output12_loss: 17.2454 - output13_loss: 26.7203 - output14_loss: 19.3242 - output15_loss: 29.3819 - output16_loss: 20.8148 - output17_loss: 22.9284 - output18_loss: 14.2848 - output19_loss: 11.7234 - output20_loss: 13.7079 - output21_loss: 30.3745 - output22_loss: 22.6711 - output23_loss: 15.5243 - output24_loss: 22.1031 - output25_loss: 28.1073 - output26_loss: 14.6785 - output27_loss: 29.3784 - output28_loss: 22.7320 - output29_loss: 30.2033 - output00_mean_squared_error: 12.4663 - output01_mean_squared_error: 14.6538 - output02_mean_squared_error: 22.9175 - output03_mean_squared_error: 33.1959 - output04_mean_squared_error: 28.4016 - output05_mean_squared_error: 18.6346 - output06_mean_squared_error: 22.2972 - output07_mean_squared_error: 24.0729 - output08_mean_squared_error: 14.7261 - output09_mean_squared_error: 19.6084 - output10_mean_squared_error: 19.2554 - output11_mean_squared_error: 20.8525 - output12_mean_squared_error: 17.2454 - output13_mean_squared_error: 26.7203 - output14_mean_squared_error: 19.3242 - output15_mean_squared_error: 29.3819 - output16_mean_squared_error: 20.8148 - output17_mean_squared_error: 22.9284 - output18_mean_squared_error: 14.2848 - output19_mean_squared_error: 11.7234 - output20_mean_squared_error: 13.7079 - output21_mean_squared_error: 30.3745 - output22_mean_squared_error: 22.6711 - output23_mean_squared_error: 15.5243 - output24_mean_squared_error: 22.1031 - output25_mean_squared_error: 28.1073 - output26_mean_squared_error: 14.6785 - output27_mean_squared_error: 29.3784 - output28_mean_squared_error: 22.7320 - output29_mean_squared_error: 30.2033 Epoch 1013/2000 121/121 [==============================] - 0s 1ms/step - loss: 642.8871 - output00_loss: 12.4659 - output01_loss: 14.6502 - output02_loss: 22.9132 - output03_loss: 33.1919 - output04_loss: 28.3945 - output05_loss: 18.6337 - output06_loss: 22.2897 - output07_loss: 24.0665 - output08_loss: 14.7237 - output09_loss: 19.6065 - output10_loss: 19.2546 - output11_loss: 20.8519 - output12_loss: 17.2428 - output13_loss: 26.7158 - output14_loss: 19.3194 - output15_loss: 29.3771 - output16_loss: 20.8144 - output17_loss: 22.9243 - output18_loss: 14.2840 - output19_loss: 11.7204 - output20_loss: 13.7024 - output21_loss: 30.3714 - output22_loss: 22.6695 - output23_loss: 15.5237 - output24_loss: 22.1005 - output25_loss: 28.1060 - output26_loss: 14.6778 - output27_loss: 29.3755 - output28_loss: 22.7259 - output29_loss: 30.1940 - output00_mean_squared_error: 12.4659 - output01_mean_squared_error: 14.6502 - output02_mean_squared_error: 22.9132 - output03_mean_squared_error: 33.1919 - output04_mean_squared_error: 28.3945 - output05_mean_squared_error: 18.6337 - output06_mean_squared_error: 22.2897 - output07_mean_squared_error: 24.0665 - output08_mean_squared_error: 14.7237 - output09_mean_squared_error: 19.6065 - output10_mean_squared_error: 19.2546 - output11_mean_squared_error: 20.8519 - output12_mean_squared_error: 17.2428 - output13_mean_squared_error: 26.7158 - output14_mean_squared_error: 19.3194 - output15_mean_squared_error: 29.3771 - output16_mean_squared_error: 20.8144 - output17_mean_squared_error: 22.9243 - output18_mean_squared_error: 14.2840 - output19_mean_squared_error: 11.7204 - output20_mean_squared_error: 13.7024 - output21_mean_squared_error: 30.3714 - output22_mean_squared_error: 22.6695 - output23_mean_squared_error: 15.5237 - output24_mean_squared_error: 22.1005 - output25_mean_squared_error: 28.1060 - output26_mean_squared_error: 14.6778 - output27_mean_squared_error: 29.3755 - output28_mean_squared_error: 22.7259 - output29_mean_squared_error: 30.1940 Epoch 1014/2000 121/121 [==============================] - 0s 1ms/step - loss: 642.7892 - output00_loss: 12.4654 - output01_loss: 14.6465 - output02_loss: 22.9089 - output03_loss: 33.1879 - output04_loss: 28.3874 - output05_loss: 18.6329 - output06_loss: 22.2823 - output07_loss: 24.0602 - output08_loss: 14.7214 - output09_loss: 19.6046 - output10_loss: 19.2539 - output11_loss: 20.8513 - output12_loss: 17.2402 - output13_loss: 26.7113 - output14_loss: 19.3147 - output15_loss: 29.3722 - output16_loss: 20.8140 - output17_loss: 22.9203 - output18_loss: 14.2832 - output19_loss: 11.7174 - output20_loss: 13.6971 - output21_loss: 30.3682 - output22_loss: 22.6678 - output23_loss: 15.5231 - output24_loss: 22.0979 - output25_loss: 28.1047 - output26_loss: 14.6770 - output27_loss: 29.3726 - output28_loss: 22.7197 - output29_loss: 30.1848 - output00_mean_squared_error: 12.4654 - output01_mean_squared_error: 14.6465 - output02_mean_squared_error: 22.9089 - output03_mean_squared_error: 33.1879 - output04_mean_squared_error: 28.3874 - output05_mean_squared_error: 18.6329 - output06_mean_squared_error: 22.2823 - output07_mean_squared_error: 24.0602 - output08_mean_squared_error: 14.7214 - output09_mean_squared_error: 19.6046 - output10_mean_squared_error: 19.2539 - output11_mean_squared_error: 20.8513 - output12_mean_squared_error: 17.2402 - output13_mean_squared_error: 26.7113 - output14_mean_squared_error: 19.3147 - output15_mean_squared_error: 29.3722 - output16_mean_squared_error: 20.8140 - output17_mean_squared_error: 22.9203 - output18_mean_squared_error: 14.2832 - output19_mean_squared_error: 11.7174 - output20_mean_squared_error: 13.6971 - output21_mean_squared_error: 30.3682 - output22_mean_squared_error: 22.6678 - output23_mean_squared_error: 15.5231 - output24_mean_squared_error: 22.0979 - output25_mean_squared_error: 28.1047 - output26_mean_squared_error: 14.6770 - output27_mean_squared_error: 29.3726 - output28_mean_squared_error: 22.7197 - output29_mean_squared_error: 30.1848 Epoch 1015/2000 121/121 [==============================] - 0s 780us/step - loss: 642.6913 - output00_loss: 12.4650 - output01_loss: 14.6429 - output02_loss: 22.9045 - output03_loss: 33.1840 - output04_loss: 28.3804 - output05_loss: 18.6321 - output06_loss: 22.2748 - output07_loss: 24.0538 - output08_loss: 14.7191 - output09_loss: 19.6027 - output10_loss: 19.2531 - output11_loss: 20.8508 - output12_loss: 17.2376 - output13_loss: 26.7068 - output14_loss: 19.3100 - output15_loss: 29.3674 - output16_loss: 20.8136 - output17_loss: 22.9163 - output18_loss: 14.2825 - output19_loss: 11.7143 - output20_loss: 13.6917 - output21_loss: 30.3651 - output22_loss: 22.6662 - output23_loss: 15.5225 - output24_loss: 22.0954 - output25_loss: 28.1034 - output26_loss: 14.6763 - output27_loss: 29.3697 - output28_loss: 22.7136 - output29_loss: 30.1755 - output00_mean_squared_error: 12.4650 - output01_mean_squared_error: 14.6429 - output02_mean_squared_error: 22.9045 - output03_mean_squared_error: 33.1840 - output04_mean_squared_error: 28.3804 - output05_mean_squared_error: 18.6321 - output06_mean_squared_error: 22.2748 - output07_mean_squared_error: 24.0538 - output08_mean_squared_error: 14.7191 - output09_mean_squared_error: 19.6027 - output10_mean_squared_error: 19.2531 - output11_mean_squared_error: 20.8508 - output12_mean_squared_error: 17.2376 - output13_mean_squared_error: 26.7068 - output14_mean_squared_error: 19.3100 - output15_mean_squared_error: 29.3674 - output16_mean_squared_error: 20.8136 - output17_mean_squared_error: 22.9163 - output18_mean_squared_error: 14.2825 - output19_mean_squared_error: 11.7143 - output20_mean_squared_error: 13.6917 - output21_mean_squared_error: 30.3651 - output22_mean_squared_error: 22.6662 - output23_mean_squared_error: 15.5225 - output24_mean_squared_error: 22.0954 - output25_mean_squared_error: 28.1034 - output26_mean_squared_error: 14.6763 - output27_mean_squared_error: 29.3697 - output28_mean_squared_error: 22.7136 - output29_mean_squared_error: 30.1755 Epoch 1016/2000 121/121 [==============================] - 0s 1ms/step - loss: 642.5938 - output00_loss: 12.4646 - output01_loss: 14.6393 - output02_loss: 22.9002 - output03_loss: 33.1800 - output04_loss: 28.3733 - output05_loss: 18.6313 - output06_loss: 22.2674 - output07_loss: 24.0475 - output08_loss: 14.7168 - output09_loss: 19.6009 - output10_loss: 19.2524 - output11_loss: 20.8502 - output12_loss: 17.2351 - output13_loss: 26.7024 - output14_loss: 19.3053 - output15_loss: 29.3626 - output16_loss: 20.8133 - output17_loss: 22.9123 - output18_loss: 14.2817 - output19_loss: 11.7113 - output20_loss: 13.6863 - output21_loss: 30.3620 - output22_loss: 22.6645 - output23_loss: 15.5219 - output24_loss: 22.0928 - output25_loss: 28.1021 - output26_loss: 14.6757 - output27_loss: 29.3669 - output28_loss: 22.7076 - output29_loss: 30.1663 - output00_mean_squared_error: 12.4646 - output01_mean_squared_error: 14.6393 - output02_mean_squared_error: 22.9002 - output03_mean_squared_error: 33.1800 - output04_mean_squared_error: 28.3733 - output05_mean_squared_error: 18.6313 - output06_mean_squared_error: 22.2674 - output07_mean_squared_error: 24.0475 - output08_mean_squared_error: 14.7168 - output09_mean_squared_error: 19.6009 - output10_mean_squared_error: 19.2524 - output11_mean_squared_error: 20.8502 - output12_mean_squared_error: 17.2351 - output13_mean_squared_error: 26.7024 - output14_mean_squared_error: 19.3053 - output15_mean_squared_error: 29.3626 - output16_mean_squared_error: 20.8133 - output17_mean_squared_error: 22.9123 - output18_mean_squared_error: 14.2817 - output19_mean_squared_error: 11.7113 - output20_mean_squared_error: 13.6863 - output21_mean_squared_error: 30.3620 - output22_mean_squared_error: 22.6645 - output23_mean_squared_error: 15.5219 - output24_mean_squared_error: 22.0928 - output25_mean_squared_error: 28.1021 - output26_mean_squared_error: 14.6757 - output27_mean_squared_error: 29.3669 - output28_mean_squared_error: 22.7076 - output29_mean_squared_error: 30.1663 Epoch 1017/2000 121/121 [==============================] - 0s 1ms/step - loss: 642.4964 - output00_loss: 12.4642 - output01_loss: 14.6357 - output02_loss: 22.8959 - output03_loss: 33.1761 - output04_loss: 28.3663 - output05_loss: 18.6305 - output06_loss: 22.2599 - output07_loss: 24.0412 - output08_loss: 14.7146 - output09_loss: 19.5990 - output10_loss: 19.2517 - output11_loss: 20.8496 - output12_loss: 17.2325 - output13_loss: 26.6979 - output14_loss: 19.3006 - output15_loss: 29.3577 - output16_loss: 20.8129 - output17_loss: 22.9082 - output18_loss: 14.2810 - output19_loss: 11.7083 - output20_loss: 13.6809 - output21_loss: 30.3589 - output22_loss: 22.6629 - output23_loss: 15.5213 - output24_loss: 22.0902 - output25_loss: 28.1008 - output26_loss: 14.6750 - output27_loss: 29.3640 - output28_loss: 22.7015 - output29_loss: 30.1571 - output00_mean_squared_error: 12.4642 - output01_mean_squared_error: 14.6357 - output02_mean_squared_error: 22.8959 - output03_mean_squared_error: 33.1761 - output04_mean_squared_error: 28.3663 - output05_mean_squared_error: 18.6305 - output06_mean_squared_error: 22.2599 - output07_mean_squared_error: 24.0412 - output08_mean_squared_error: 14.7146 - output09_mean_squared_error: 19.5990 - output10_mean_squared_error: 19.2517 - output11_mean_squared_error: 20.8496 - output12_mean_squared_error: 17.2325 - output13_mean_squared_error: 26.6979 - output14_mean_squared_error: 19.3006 - output15_mean_squared_error: 29.3577 - output16_mean_squared_error: 20.8129 - output17_mean_squared_error: 22.9082 - output18_mean_squared_error: 14.2810 - output19_mean_squared_error: 11.7083 - output20_mean_squared_error: 13.6809 - output21_mean_squared_error: 30.3589 - output22_mean_squared_error: 22.6629 - output23_mean_squared_error: 15.5213 - output24_mean_squared_error: 22.0902 - output25_mean_squared_error: 28.1008 - output26_mean_squared_error: 14.6750 - output27_mean_squared_error: 29.3640 - output28_mean_squared_error: 22.7015 - output29_mean_squared_error: 30.1571 Epoch 1018/2000 121/121 [==============================] - 0s 1ms/step - loss: 642.3994 - output00_loss: 12.4637 - output01_loss: 14.6322 - output02_loss: 22.8916 - output03_loss: 33.1722 - output04_loss: 28.3593 - output05_loss: 18.6296 - output06_loss: 22.2525 - output07_loss: 24.0348 - output08_loss: 14.7123 - output09_loss: 19.5972 - output10_loss: 19.2510 - output11_loss: 20.8491 - output12_loss: 17.2300 - output13_loss: 26.6935 - output14_loss: 19.2959 - output15_loss: 29.3529 - output16_loss: 20.8125 - output17_loss: 22.9043 - output18_loss: 14.2802 - output19_loss: 11.7053 - output20_loss: 13.6756 - output21_loss: 30.3558 - output22_loss: 22.6613 - output23_loss: 15.5207 - output24_loss: 22.0877 - output25_loss: 28.0996 - output26_loss: 14.6743 - output27_loss: 29.3612 - output28_loss: 22.6954 - output29_loss: 30.1479 - output00_mean_squared_error: 12.4637 - output01_mean_squared_error: 14.6322 - output02_mean_squared_error: 22.8916 - output03_mean_squared_error: 33.1722 - output04_mean_squared_error: 28.3593 - output05_mean_squared_error: 18.6296 - output06_mean_squared_error: 22.2525 - output07_mean_squared_error: 24.0348 - output08_mean_squared_error: 14.7123 - output09_mean_squared_error: 19.5972 - output10_mean_squared_error: 19.2510 - output11_mean_squared_error: 20.8491 - output12_mean_squared_error: 17.2300 - output13_mean_squared_error: 26.6935 - output14_mean_squared_error: 19.2959 - output15_mean_squared_error: 29.3529 - output16_mean_squared_error: 20.8125 - output17_mean_squared_error: 22.9043 - output18_mean_squared_error: 14.2802 - output19_mean_squared_error: 11.7053 - output20_mean_squared_error: 13.6756 - output21_mean_squared_error: 30.3558 - output22_mean_squared_error: 22.6613 - output23_mean_squared_error: 15.5207 - output24_mean_squared_error: 22.0877 - output25_mean_squared_error: 28.0996 - output26_mean_squared_error: 14.6743 - output27_mean_squared_error: 29.3612 - output28_mean_squared_error: 22.6954 - output29_mean_squared_error: 30.1479 Epoch 1019/2000 121/121 [==============================] - 0s 1ms/step - loss: 642.3025 - output00_loss: 12.4633 - output01_loss: 14.6286 - output02_loss: 22.8874 - output03_loss: 33.1683 - output04_loss: 28.3523 - output05_loss: 18.6288 - output06_loss: 22.2451 - output07_loss: 24.0285 - output08_loss: 14.7100 - output09_loss: 19.5953 - output10_loss: 19.2502 - output11_loss: 20.8485 - output12_loss: 17.2274 - output13_loss: 26.6890 - output14_loss: 19.2912 - output15_loss: 29.3481 - output16_loss: 20.8122 - output17_loss: 22.9003 - output18_loss: 14.2795 - output19_loss: 11.7023 - output20_loss: 13.6702 - output21_loss: 30.3528 - output22_loss: 22.6597 - output23_loss: 15.5201 - output24_loss: 22.0851 - output25_loss: 28.0983 - output26_loss: 14.6736 - output27_loss: 29.3583 - output28_loss: 22.6894 - output29_loss: 30.1387 - output00_mean_squared_error: 12.4633 - output01_mean_squared_error: 14.6286 - output02_mean_squared_error: 22.8874 - output03_mean_squared_error: 33.1683 - output04_mean_squared_error: 28.3523 - output05_mean_squared_error: 18.6288 - output06_mean_squared_error: 22.2451 - output07_mean_squared_error: 24.0285 - output08_mean_squared_error: 14.7100 - output09_mean_squared_error: 19.5953 - output10_mean_squared_error: 19.2502 - output11_mean_squared_error: 20.8485 - output12_mean_squared_error: 17.2274 - output13_mean_squared_error: 26.6890 - output14_mean_squared_error: 19.2912 - output15_mean_squared_error: 29.3481 - output16_mean_squared_error: 20.8122 - output17_mean_squared_error: 22.9003 - output18_mean_squared_error: 14.2795 - output19_mean_squared_error: 11.7023 - output20_mean_squared_error: 13.6702 - output21_mean_squared_error: 30.3528 - output22_mean_squared_error: 22.6597 - output23_mean_squared_error: 15.5201 - output24_mean_squared_error: 22.0851 - output25_mean_squared_error: 28.0983 - output26_mean_squared_error: 14.6736 - output27_mean_squared_error: 29.3583 - output28_mean_squared_error: 22.6894 - output29_mean_squared_error: 30.1387 Epoch 1020/2000 121/121 [==============================] - 0s 823us/step - loss: 642.2058 - output00_loss: 12.4629 - output01_loss: 14.6250 - output02_loss: 22.8831 - output03_loss: 33.1644 - output04_loss: 28.3453 - output05_loss: 18.6280 - output06_loss: 22.2377 - output07_loss: 24.0222 - output08_loss: 14.7078 - output09_loss: 19.5935 - output10_loss: 19.2495 - output11_loss: 20.8479 - output12_loss: 17.2249 - output13_loss: 26.6846 - output14_loss: 19.2865 - output15_loss: 29.3433 - output16_loss: 20.8118 - output17_loss: 22.8963 - output18_loss: 14.2787 - output19_loss: 11.6993 - output20_loss: 13.6649 - output21_loss: 30.3497 - output22_loss: 22.6581 - output23_loss: 15.5195 - output24_loss: 22.0826 - output25_loss: 28.0970 - output26_loss: 14.6729 - output27_loss: 29.3555 - output28_loss: 22.6833 - output29_loss: 30.1296 - output00_mean_squared_error: 12.4629 - output01_mean_squared_error: 14.6250 - output02_mean_squared_error: 22.8831 - output03_mean_squared_error: 33.1644 - output04_mean_squared_error: 28.3453 - output05_mean_squared_error: 18.6280 - output06_mean_squared_error: 22.2377 - output07_mean_squared_error: 24.0222 - output08_mean_squared_error: 14.7078 - output09_mean_squared_error: 19.5935 - output10_mean_squared_error: 19.2495 - output11_mean_squared_error: 20.8479 - output12_mean_squared_error: 17.2249 - output13_mean_squared_error: 26.6846 - output14_mean_squared_error: 19.2865 - output15_mean_squared_error: 29.3433 - output16_mean_squared_error: 20.8118 - output17_mean_squared_error: 22.8963 - output18_mean_squared_error: 14.2787 - output19_mean_squared_error: 11.6993 - output20_mean_squared_error: 13.6649 - output21_mean_squared_error: 30.3497 - output22_mean_squared_error: 22.6581 - output23_mean_squared_error: 15.5195 - output24_mean_squared_error: 22.0826 - output25_mean_squared_error: 28.0970 - output26_mean_squared_error: 14.6729 - output27_mean_squared_error: 29.3555 - output28_mean_squared_error: 22.6833 - output29_mean_squared_error: 30.1296 Epoch 1021/2000 121/121 [==============================] - 0s 974us/step - loss: 642.1093 - output00_loss: 12.4625 - output01_loss: 14.6214 - output02_loss: 22.8788 - output03_loss: 33.1605 - output04_loss: 28.3383 - output05_loss: 18.6272 - output06_loss: 22.2303 - output07_loss: 24.0160 - output08_loss: 14.7055 - output09_loss: 19.5917 - output10_loss: 19.2488 - output11_loss: 20.8474 - output12_loss: 17.2224 - output13_loss: 26.6801 - output14_loss: 19.2818 - output15_loss: 29.3385 - output16_loss: 20.8114 - output17_loss: 22.8923 - output18_loss: 14.2780 - output19_loss: 11.6963 - output20_loss: 13.6596 - output21_loss: 30.3466 - output22_loss: 22.6564 - output23_loss: 15.5189 - output24_loss: 22.0801 - output25_loss: 28.0957 - output26_loss: 14.6722 - output27_loss: 29.3527 - output28_loss: 22.6773 - output29_loss: 30.1204 - output00_mean_squared_error: 12.4625 - output01_mean_squared_error: 14.6214 - output02_mean_squared_error: 22.8788 - output03_mean_squared_error: 33.1605 - output04_mean_squared_error: 28.3383 - output05_mean_squared_error: 18.6272 - output06_mean_squared_error: 22.2303 - output07_mean_squared_error: 24.0160 - output08_mean_squared_error: 14.7055 - output09_mean_squared_error: 19.5917 - output10_mean_squared_error: 19.2488 - output11_mean_squared_error: 20.8474 - output12_mean_squared_error: 17.2224 - output13_mean_squared_error: 26.6801 - output14_mean_squared_error: 19.2818 - output15_mean_squared_error: 29.3385 - output16_mean_squared_error: 20.8114 - output17_mean_squared_error: 22.8923 - output18_mean_squared_error: 14.2780 - output19_mean_squared_error: 11.6963 - output20_mean_squared_error: 13.6596 - output21_mean_squared_error: 30.3466 - output22_mean_squared_error: 22.6564 - output23_mean_squared_error: 15.5189 - output24_mean_squared_error: 22.0801 - output25_mean_squared_error: 28.0957 - output26_mean_squared_error: 14.6722 - output27_mean_squared_error: 29.3527 - output28_mean_squared_error: 22.6773 - output29_mean_squared_error: 30.1204 Epoch 1022/2000 121/121 [==============================] - 0s 628us/step - loss: 642.0131 - output00_loss: 12.4621 - output01_loss: 14.6179 - output02_loss: 22.8745 - output03_loss: 33.1566 - output04_loss: 28.3314 - output05_loss: 18.6264 - output06_loss: 22.2230 - output07_loss: 24.0097 - output08_loss: 14.7033 - output09_loss: 19.5899 - output10_loss: 19.2481 - output11_loss: 20.8468 - output12_loss: 17.2199 - output13_loss: 26.6757 - output14_loss: 19.2772 - output15_loss: 29.3337 - output16_loss: 20.8111 - output17_loss: 22.8884 - output18_loss: 14.2772 - output19_loss: 11.6933 - output20_loss: 13.6543 - output21_loss: 30.3436 - output22_loss: 22.6548 - output23_loss: 15.5183 - output24_loss: 22.0776 - output25_loss: 28.0945 - output26_loss: 14.6715 - output27_loss: 29.3498 - output28_loss: 22.6713 - output29_loss: 30.1113 - output00_mean_squared_error: 12.4621 - output01_mean_squared_error: 14.6179 - output02_mean_squared_error: 22.8745 - output03_mean_squared_error: 33.1566 - output04_mean_squared_error: 28.3314 - output05_mean_squared_error: 18.6264 - output06_mean_squared_error: 22.2230 - output07_mean_squared_error: 24.0097 - output08_mean_squared_error: 14.7033 - output09_mean_squared_error: 19.5899 - output10_mean_squared_error: 19.2481 - output11_mean_squared_error: 20.8468 - output12_mean_squared_error: 17.2199 - output13_mean_squared_error: 26.6757 - output14_mean_squared_error: 19.2772 - output15_mean_squared_error: 29.3337 - output16_mean_squared_error: 20.8111 - output17_mean_squared_error: 22.8884 - output18_mean_squared_error: 14.2772 - output19_mean_squared_error: 11.6933 - output20_mean_squared_error: 13.6543 - output21_mean_squared_error: 30.3436 - output22_mean_squared_error: 22.6548 - output23_mean_squared_error: 15.5183 - output24_mean_squared_error: 22.0776 - output25_mean_squared_error: 28.0945 - output26_mean_squared_error: 14.6715 - output27_mean_squared_error: 29.3498 - output28_mean_squared_error: 22.6713 - output29_mean_squared_error: 30.1113 Epoch 1023/2000 121/121 [==============================] - 0s 2ms/step - loss: 641.9171 - output00_loss: 12.4617 - output01_loss: 14.6143 - output02_loss: 22.8703 - output03_loss: 33.1528 - output04_loss: 28.3244 - output05_loss: 18.6256 - output06_loss: 22.2156 - output07_loss: 24.0034 - output08_loss: 14.7010 - output09_loss: 19.5880 - output10_loss: 19.2474 - output11_loss: 20.8463 - output12_loss: 17.2174 - output13_loss: 26.6713 - output14_loss: 19.2725 - output15_loss: 29.3289 - output16_loss: 20.8107 - output17_loss: 22.8844 - output18_loss: 14.2765 - output19_loss: 11.6903 - output20_loss: 13.6490 - output21_loss: 30.3406 - output22_loss: 22.6532 - output23_loss: 15.5177 - output24_loss: 22.0750 - output25_loss: 28.0932 - output26_loss: 14.6709 - output27_loss: 29.3470 - output28_loss: 22.6652 - output29_loss: 30.1022 - output00_mean_squared_error: 12.4617 - output01_mean_squared_error: 14.6143 - output02_mean_squared_error: 22.8703 - output03_mean_squared_error: 33.1528 - output04_mean_squared_error: 28.3244 - output05_mean_squared_error: 18.6256 - output06_mean_squared_error: 22.2156 - output07_mean_squared_error: 24.0034 - output08_mean_squared_error: 14.7010 - output09_mean_squared_error: 19.5880 - output10_mean_squared_error: 19.2474 - output11_mean_squared_error: 20.8463 - output12_mean_squared_error: 17.2174 - output13_mean_squared_error: 26.6713 - output14_mean_squared_error: 19.2725 - output15_mean_squared_error: 29.3289 - output16_mean_squared_error: 20.8107 - output17_mean_squared_error: 22.8844 - output18_mean_squared_error: 14.2765 - output19_mean_squared_error: 11.6903 - output20_mean_squared_error: 13.6490 - output21_mean_squared_error: 30.3406 - output22_mean_squared_error: 22.6532 - output23_mean_squared_error: 15.5177 - output24_mean_squared_error: 22.0750 - output25_mean_squared_error: 28.0932 - output26_mean_squared_error: 14.6709 - output27_mean_squared_error: 29.3470 - output28_mean_squared_error: 22.6652 - output29_mean_squared_error: 30.1022 Epoch 1024/2000 121/121 [==============================] - 0s 1ms/step - loss: 641.8212 - output00_loss: 12.4613 - output01_loss: 14.6108 - output02_loss: 22.8661 - output03_loss: 33.1489 - output04_loss: 28.3175 - output05_loss: 18.6248 - output06_loss: 22.2083 - output07_loss: 23.9972 - output08_loss: 14.6988 - output09_loss: 19.5862 - output10_loss: 19.2467 - output11_loss: 20.8457 - output12_loss: 17.2149 - output13_loss: 26.6669 - output14_loss: 19.2679 - output15_loss: 29.3242 - output16_loss: 20.8104 - output17_loss: 22.8805 - output18_loss: 14.2758 - output19_loss: 11.6873 - output20_loss: 13.6437 - output21_loss: 30.3375 - output22_loss: 22.6516 - output23_loss: 15.5171 - output24_loss: 22.0725 - output25_loss: 28.0919 - output26_loss: 14.6702 - output27_loss: 29.3442 - output28_loss: 22.6592 - output29_loss: 30.0930 - output00_mean_squared_error: 12.4613 - output01_mean_squared_error: 14.6108 - output02_mean_squared_error: 22.8661 - output03_mean_squared_error: 33.1489 - output04_mean_squared_error: 28.3175 - output05_mean_squared_error: 18.6248 - output06_mean_squared_error: 22.2083 - output07_mean_squared_error: 23.9972 - output08_mean_squared_error: 14.6988 - output09_mean_squared_error: 19.5862 - output10_mean_squared_error: 19.2467 - output11_mean_squared_error: 20.8457 - output12_mean_squared_error: 17.2149 - output13_mean_squared_error: 26.6669 - output14_mean_squared_error: 19.2679 - output15_mean_squared_error: 29.3242 - output16_mean_squared_error: 20.8104 - output17_mean_squared_error: 22.8805 - output18_mean_squared_error: 14.2758 - output19_mean_squared_error: 11.6873 - output20_mean_squared_error: 13.6437 - output21_mean_squared_error: 30.3375 - output22_mean_squared_error: 22.6516 - output23_mean_squared_error: 15.5171 - output24_mean_squared_error: 22.0725 - output25_mean_squared_error: 28.0919 - output26_mean_squared_error: 14.6702 - output27_mean_squared_error: 29.3442 - output28_mean_squared_error: 22.6592 - output29_mean_squared_error: 30.0930 Epoch 1025/2000 121/121 [==============================] - 0s 449us/step - loss: 641.7257 - output00_loss: 12.4609 - output01_loss: 14.6073 - output02_loss: 22.8618 - output03_loss: 33.1451 - output04_loss: 28.3105 - output05_loss: 18.6240 - output06_loss: 22.2010 - output07_loss: 23.9909 - output08_loss: 14.6966 - output09_loss: 19.5844 - output10_loss: 19.2460 - output11_loss: 20.8452 - output12_loss: 17.2124 - output13_loss: 26.6625 - output14_loss: 19.2633 - output15_loss: 29.3194 - output16_loss: 20.8100 - output17_loss: 22.8766 - output18_loss: 14.2751 - output19_loss: 11.6843 - output20_loss: 13.6385 - output21_loss: 30.3345 - output22_loss: 22.6501 - output23_loss: 15.5165 - output24_loss: 22.0700 - output25_loss: 28.0907 - output26_loss: 14.6695 - output27_loss: 29.3414 - output28_loss: 22.6532 - output29_loss: 30.0840 - output00_mean_squared_error: 12.4609 - output01_mean_squared_error: 14.6073 - output02_mean_squared_error: 22.8618 - output03_mean_squared_error: 33.1451 - output04_mean_squared_error: 28.3105 - output05_mean_squared_error: 18.6240 - output06_mean_squared_error: 22.2010 - output07_mean_squared_error: 23.9909 - output08_mean_squared_error: 14.6966 - output09_mean_squared_error: 19.5844 - output10_mean_squared_error: 19.2460 - output11_mean_squared_error: 20.8452 - output12_mean_squared_error: 17.2124 - output13_mean_squared_error: 26.6625 - output14_mean_squared_error: 19.2633 - output15_mean_squared_error: 29.3194 - output16_mean_squared_error: 20.8100 - output17_mean_squared_error: 22.8766 - output18_mean_squared_error: 14.2751 - output19_mean_squared_error: 11.6843 - output20_mean_squared_error: 13.6385 - output21_mean_squared_error: 30.3345 - output22_mean_squared_error: 22.6501 - output23_mean_squared_error: 15.5165 - output24_mean_squared_error: 22.0700 - output25_mean_squared_error: 28.0907 - output26_mean_squared_error: 14.6695 - output27_mean_squared_error: 29.3414 - output28_mean_squared_error: 22.6532 - output29_mean_squared_error: 30.0840 Epoch 1026/2000 121/121 [==============================] - 0s 461us/step - loss: 641.6303 - output00_loss: 12.4605 - output01_loss: 14.6037 - output02_loss: 22.8576 - output03_loss: 33.1413 - output04_loss: 28.3036 - output05_loss: 18.6232 - output06_loss: 22.1937 - output07_loss: 23.9847 - output08_loss: 14.6943 - output09_loss: 19.5826 - output10_loss: 19.2453 - output11_loss: 20.8447 - output12_loss: 17.2099 - output13_loss: 26.6581 - output14_loss: 19.2586 - output15_loss: 29.3146 - output16_loss: 20.8097 - output17_loss: 22.8727 - output18_loss: 14.2743 - output19_loss: 11.6813 - output20_loss: 13.6332 - output21_loss: 30.3315 - output22_loss: 22.6485 - output23_loss: 15.5159 - output24_loss: 22.0676 - output25_loss: 28.0894 - output26_loss: 14.6689 - output27_loss: 29.3386 - output28_loss: 22.6473 - output29_loss: 30.0749 - output00_mean_squared_error: 12.4605 - output01_mean_squared_error: 14.6037 - output02_mean_squared_error: 22.8576 - output03_mean_squared_error: 33.1413 - output04_mean_squared_error: 28.3036 - output05_mean_squared_error: 18.6232 - output06_mean_squared_error: 22.1937 - output07_mean_squared_error: 23.9847 - output08_mean_squared_error: 14.6943 - output09_mean_squared_error: 19.5826 - output10_mean_squared_error: 19.2453 - output11_mean_squared_error: 20.8447 - output12_mean_squared_error: 17.2099 - output13_mean_squared_error: 26.6581 - output14_mean_squared_error: 19.2586 - output15_mean_squared_error: 29.3146 - output16_mean_squared_error: 20.8097 - output17_mean_squared_error: 22.8727 - output18_mean_squared_error: 14.2743 - output19_mean_squared_error: 11.6813 - output20_mean_squared_error: 13.6332 - output21_mean_squared_error: 30.3315 - output22_mean_squared_error: 22.6485 - output23_mean_squared_error: 15.5159 - output24_mean_squared_error: 22.0676 - output25_mean_squared_error: 28.0894 - output26_mean_squared_error: 14.6689 - output27_mean_squared_error: 29.3386 - output28_mean_squared_error: 22.6473 - output29_mean_squared_error: 30.0749 Epoch 1027/2000 121/121 [==============================] - 0s 577us/step - loss: 641.5352 - output00_loss: 12.4601 - output01_loss: 14.6002 - output02_loss: 22.8534 - output03_loss: 33.1375 - output04_loss: 28.2967 - output05_loss: 18.6224 - output06_loss: 22.1864 - output07_loss: 23.9785 - output08_loss: 14.6921 - output09_loss: 19.5808 - output10_loss: 19.2446 - output11_loss: 20.8441 - output12_loss: 17.2075 - output13_loss: 26.6537 - output14_loss: 19.2540 - output15_loss: 29.3099 - output16_loss: 20.8093 - output17_loss: 22.8687 - output18_loss: 14.2736 - output19_loss: 11.6783 - output20_loss: 13.6280 - output21_loss: 30.3285 - output22_loss: 22.6469 - output23_loss: 15.5154 - output24_loss: 22.0651 - output25_loss: 28.0882 - output26_loss: 14.6682 - output27_loss: 29.3358 - output28_loss: 22.6413 - output29_loss: 30.0658 - output00_mean_squared_error: 12.4601 - output01_mean_squared_error: 14.6002 - output02_mean_squared_error: 22.8534 - output03_mean_squared_error: 33.1375 - output04_mean_squared_error: 28.2967 - output05_mean_squared_error: 18.6224 - output06_mean_squared_error: 22.1864 - output07_mean_squared_error: 23.9785 - output08_mean_squared_error: 14.6921 - output09_mean_squared_error: 19.5808 - output10_mean_squared_error: 19.2446 - output11_mean_squared_error: 20.8441 - output12_mean_squared_error: 17.2075 - output13_mean_squared_error: 26.6537 - output14_mean_squared_error: 19.2540 - output15_mean_squared_error: 29.3099 - output16_mean_squared_error: 20.8093 - output17_mean_squared_error: 22.8687 - output18_mean_squared_error: 14.2736 - output19_mean_squared_error: 11.6783 - output20_mean_squared_error: 13.6280 - output21_mean_squared_error: 30.3285 - output22_mean_squared_error: 22.6469 - output23_mean_squared_error: 15.5154 - output24_mean_squared_error: 22.0651 - output25_mean_squared_error: 28.0882 - output26_mean_squared_error: 14.6682 - output27_mean_squared_error: 29.3358 - output28_mean_squared_error: 22.6413 - output29_mean_squared_error: 30.0658 Epoch 1028/2000 121/121 [==============================] - 0s 1ms/step - loss: 641.4402 - output00_loss: 12.4597 - output01_loss: 14.5967 - output02_loss: 22.8492 - output03_loss: 33.1337 - output04_loss: 28.2898 - output05_loss: 18.6217 - output06_loss: 22.1791 - output07_loss: 23.9723 - output08_loss: 14.6899 - output09_loss: 19.5791 - output10_loss: 19.2439 - output11_loss: 20.8436 - output12_loss: 17.2050 - output13_loss: 26.6493 - output14_loss: 19.2494 - output15_loss: 29.3052 - output16_loss: 20.8090 - output17_loss: 22.8649 - output18_loss: 14.2729 - output19_loss: 11.6754 - output20_loss: 13.6227 - output21_loss: 30.3255 - output22_loss: 22.6453 - output23_loss: 15.5148 - output24_loss: 22.0626 - output25_loss: 28.0870 - output26_loss: 14.6675 - output27_loss: 29.3331 - output28_loss: 22.6353 - output29_loss: 30.0568 - output00_mean_squared_error: 12.4597 - output01_mean_squared_error: 14.5967 - output02_mean_squared_error: 22.8492 - output03_mean_squared_error: 33.1337 - output04_mean_squared_error: 28.2898 - output05_mean_squared_error: 18.6217 - output06_mean_squared_error: 22.1791 - output07_mean_squared_error: 23.9723 - output08_mean_squared_error: 14.6899 - output09_mean_squared_error: 19.5791 - output10_mean_squared_error: 19.2439 - output11_mean_squared_error: 20.8436 - output12_mean_squared_error: 17.2050 - output13_mean_squared_error: 26.6493 - output14_mean_squared_error: 19.2494 - output15_mean_squared_error: 29.3052 - output16_mean_squared_error: 20.8090 - output17_mean_squared_error: 22.8649 - output18_mean_squared_error: 14.2729 - output19_mean_squared_error: 11.6754 - output20_mean_squared_error: 13.6227 - output21_mean_squared_error: 30.3255 - output22_mean_squared_error: 22.6453 - output23_mean_squared_error: 15.5148 - output24_mean_squared_error: 22.0626 - output25_mean_squared_error: 28.0870 - output26_mean_squared_error: 14.6675 - output27_mean_squared_error: 29.3331 - output28_mean_squared_error: 22.6353 - output29_mean_squared_error: 30.0568 Epoch 1029/2000 121/121 [==============================] - 0s 1ms/step - loss: 641.3455 - output00_loss: 12.4593 - output01_loss: 14.5932 - output02_loss: 22.8450 - output03_loss: 33.1299 - output04_loss: 28.2829 - output05_loss: 18.6209 - output06_loss: 22.1719 - output07_loss: 23.9661 - output08_loss: 14.6877 - output09_loss: 19.5773 - output10_loss: 19.2432 - output11_loss: 20.8431 - output12_loss: 17.2025 - output13_loss: 26.6449 - output14_loss: 19.2448 - output15_loss: 29.3004 - output16_loss: 20.8086 - output17_loss: 22.8610 - output18_loss: 14.2722 - output19_loss: 11.6724 - output20_loss: 13.6175 - output21_loss: 30.3225 - output22_loss: 22.6438 - output23_loss: 15.5142 - output24_loss: 22.0601 - output25_loss: 28.0857 - output26_loss: 14.6669 - output27_loss: 29.3303 - output28_loss: 22.6294 - output29_loss: 30.0477 - output00_mean_squared_error: 12.4593 - output01_mean_squared_error: 14.5932 - output02_mean_squared_error: 22.8450 - output03_mean_squared_error: 33.1299 - output04_mean_squared_error: 28.2829 - output05_mean_squared_error: 18.6209 - output06_mean_squared_error: 22.1719 - output07_mean_squared_error: 23.9661 - output08_mean_squared_error: 14.6877 - output09_mean_squared_error: 19.5773 - output10_mean_squared_error: 19.2432 - output11_mean_squared_error: 20.8431 - output12_mean_squared_error: 17.2025 - output13_mean_squared_error: 26.6449 - output14_mean_squared_error: 19.2448 - output15_mean_squared_error: 29.3004 - output16_mean_squared_error: 20.8086 - output17_mean_squared_error: 22.8610 - output18_mean_squared_error: 14.2722 - output19_mean_squared_error: 11.6724 - output20_mean_squared_error: 13.6175 - output21_mean_squared_error: 30.3225 - output22_mean_squared_error: 22.6438 - output23_mean_squared_error: 15.5142 - output24_mean_squared_error: 22.0601 - output25_mean_squared_error: 28.0857 - output26_mean_squared_error: 14.6669 - output27_mean_squared_error: 29.3303 - output28_mean_squared_error: 22.6294 - output29_mean_squared_error: 30.0477 Epoch 1030/2000 121/121 [==============================] - 0s 701us/step - loss: 641.2510 - output00_loss: 12.4589 - output01_loss: 14.5897 - output02_loss: 22.8408 - output03_loss: 33.1262 - output04_loss: 28.2760 - output05_loss: 18.6201 - output06_loss: 22.1646 - output07_loss: 23.9599 - output08_loss: 14.6855 - output09_loss: 19.5755 - output10_loss: 19.2425 - output11_loss: 20.8425 - output12_loss: 17.2001 - output13_loss: 26.6406 - output14_loss: 19.2403 - output15_loss: 29.2957 - output16_loss: 20.8083 - output17_loss: 22.8571 - output18_loss: 14.2715 - output19_loss: 11.6694 - output20_loss: 13.6123 - output21_loss: 30.3196 - output22_loss: 22.6422 - output23_loss: 15.5137 - output24_loss: 22.0577 - output25_loss: 28.0845 - output26_loss: 14.6662 - output27_loss: 29.3275 - output28_loss: 22.6234 - output29_loss: 30.0387 - output00_mean_squared_error: 12.4589 - output01_mean_squared_error: 14.5897 - output02_mean_squared_error: 22.8408 - output03_mean_squared_error: 33.1262 - output04_mean_squared_error: 28.2760 - output05_mean_squared_error: 18.6201 - output06_mean_squared_error: 22.1646 - output07_mean_squared_error: 23.9599 - output08_mean_squared_error: 14.6855 - output09_mean_squared_error: 19.5755 - output10_mean_squared_error: 19.2425 - output11_mean_squared_error: 20.8425 - output12_mean_squared_error: 17.2001 - output13_mean_squared_error: 26.6406 - output14_mean_squared_error: 19.2403 - output15_mean_squared_error: 29.2957 - output16_mean_squared_error: 20.8083 - output17_mean_squared_error: 22.8571 - output18_mean_squared_error: 14.2715 - output19_mean_squared_error: 11.6694 - output20_mean_squared_error: 13.6123 - output21_mean_squared_error: 30.3196 - output22_mean_squared_error: 22.6422 - output23_mean_squared_error: 15.5137 - output24_mean_squared_error: 22.0577 - output25_mean_squared_error: 28.0845 - output26_mean_squared_error: 14.6662 - output27_mean_squared_error: 29.3275 - output28_mean_squared_error: 22.6234 - output29_mean_squared_error: 30.0387 Epoch 1031/2000 121/121 [==============================] - 0s 2ms/step - loss: 641.1566 - output00_loss: 12.4585 - output01_loss: 14.5862 - output02_loss: 22.8366 - output03_loss: 33.1224 - output04_loss: 28.2692 - output05_loss: 18.6193 - output06_loss: 22.1574 - output07_loss: 23.9538 - output08_loss: 14.6833 - output09_loss: 19.5737 - output10_loss: 19.2418 - output11_loss: 20.8420 - output12_loss: 17.1977 - output13_loss: 26.6362 - output14_loss: 19.2357 - output15_loss: 29.2910 - output16_loss: 20.8079 - output17_loss: 22.8532 - output18_loss: 14.2708 - output19_loss: 11.6664 - output20_loss: 13.6071 - output21_loss: 30.3166 - output22_loss: 22.6407 - output23_loss: 15.5131 - output24_loss: 22.0552 - output25_loss: 28.0833 - output26_loss: 14.6656 - output27_loss: 29.3248 - output28_loss: 22.6175 - output29_loss: 30.0297 - output00_mean_squared_error: 12.4585 - output01_mean_squared_error: 14.5862 - output02_mean_squared_error: 22.8366 - output03_mean_squared_error: 33.1224 - output04_mean_squared_error: 28.2692 - output05_mean_squared_error: 18.6193 - output06_mean_squared_error: 22.1574 - output07_mean_squared_error: 23.9538 - output08_mean_squared_error: 14.6833 - output09_mean_squared_error: 19.5737 - output10_mean_squared_error: 19.2418 - output11_mean_squared_error: 20.8420 - output12_mean_squared_error: 17.1977 - output13_mean_squared_error: 26.6362 - output14_mean_squared_error: 19.2357 - output15_mean_squared_error: 29.2910 - output16_mean_squared_error: 20.8079 - output17_mean_squared_error: 22.8532 - output18_mean_squared_error: 14.2708 - output19_mean_squared_error: 11.6664 - output20_mean_squared_error: 13.6071 - output21_mean_squared_error: 30.3166 - output22_mean_squared_error: 22.6407 - output23_mean_squared_error: 15.5131 - output24_mean_squared_error: 22.0552 - output25_mean_squared_error: 28.0833 - output26_mean_squared_error: 14.6656 - output27_mean_squared_error: 29.3248 - output28_mean_squared_error: 22.6175 - output29_mean_squared_error: 30.0297 Epoch 1032/2000 121/121 [==============================] - 0s 1ms/step - loss: 641.0626 - output00_loss: 12.4581 - output01_loss: 14.5827 - output02_loss: 22.8324 - output03_loss: 33.1187 - output04_loss: 28.2623 - output05_loss: 18.6186 - output06_loss: 22.1501 - output07_loss: 23.9476 - output08_loss: 14.6812 - output09_loss: 19.5720 - output10_loss: 19.2411 - output11_loss: 20.8415 - output12_loss: 17.1952 - output13_loss: 26.6319 - output14_loss: 19.2311 - output15_loss: 29.2863 - output16_loss: 20.8076 - output17_loss: 22.8494 - output18_loss: 14.2701 - output19_loss: 11.6635 - output20_loss: 13.6019 - output21_loss: 30.3137 - output22_loss: 22.6391 - output23_loss: 15.5125 - output24_loss: 22.0527 - output25_loss: 28.0821 - output26_loss: 14.6649 - output27_loss: 29.3220 - output28_loss: 22.6116 - output29_loss: 30.0207 - output00_mean_squared_error: 12.4581 - output01_mean_squared_error: 14.5827 - output02_mean_squared_error: 22.8324 - output03_mean_squared_error: 33.1187 - output04_mean_squared_error: 28.2623 - output05_mean_squared_error: 18.6186 - output06_mean_squared_error: 22.1501 - output07_mean_squared_error: 23.9476 - output08_mean_squared_error: 14.6812 - output09_mean_squared_error: 19.5720 - output10_mean_squared_error: 19.2411 - output11_mean_squared_error: 20.8415 - output12_mean_squared_error: 17.1952 - output13_mean_squared_error: 26.6319 - output14_mean_squared_error: 19.2311 - output15_mean_squared_error: 29.2863 - output16_mean_squared_error: 20.8076 - output17_mean_squared_error: 22.8494 - output18_mean_squared_error: 14.2701 - output19_mean_squared_error: 11.6635 - output20_mean_squared_error: 13.6019 - output21_mean_squared_error: 30.3137 - output22_mean_squared_error: 22.6391 - output23_mean_squared_error: 15.5125 - output24_mean_squared_error: 22.0527 - output25_mean_squared_error: 28.0821 - output26_mean_squared_error: 14.6649 - output27_mean_squared_error: 29.3220 - output28_mean_squared_error: 22.6116 - output29_mean_squared_error: 30.0207 Epoch 1033/2000 121/121 [==============================] - 0s 1ms/step - loss: 640.9688 - output00_loss: 12.4578 - output01_loss: 14.5792 - output02_loss: 22.8283 - output03_loss: 33.1149 - output04_loss: 28.2555 - output05_loss: 18.6178 - output06_loss: 22.1429 - output07_loss: 23.9415 - output08_loss: 14.6790 - output09_loss: 19.5702 - output10_loss: 19.2404 - output11_loss: 20.8410 - output12_loss: 17.1928 - output13_loss: 26.6275 - output14_loss: 19.2266 - output15_loss: 29.2816 - output16_loss: 20.8073 - output17_loss: 22.8455 - output18_loss: 14.2694 - output19_loss: 11.6605 - output20_loss: 13.5968 - output21_loss: 30.3107 - output22_loss: 22.6376 - output23_loss: 15.5120 - output24_loss: 22.0503 - output25_loss: 28.0808 - output26_loss: 14.6643 - output27_loss: 29.3193 - output28_loss: 22.6056 - output29_loss: 30.0117 - output00_mean_squared_error: 12.4578 - output01_mean_squared_error: 14.5792 - output02_mean_squared_error: 22.8283 - output03_mean_squared_error: 33.1149 - output04_mean_squared_error: 28.2555 - output05_mean_squared_error: 18.6178 - output06_mean_squared_error: 22.1429 - output07_mean_squared_error: 23.9415 - output08_mean_squared_error: 14.6790 - output09_mean_squared_error: 19.5702 - output10_mean_squared_error: 19.2404 - output11_mean_squared_error: 20.8410 - output12_mean_squared_error: 17.1928 - output13_mean_squared_error: 26.6275 - output14_mean_squared_error: 19.2266 - output15_mean_squared_error: 29.2816 - output16_mean_squared_error: 20.8073 - output17_mean_squared_error: 22.8455 - output18_mean_squared_error: 14.2694 - output19_mean_squared_error: 11.6605 - output20_mean_squared_error: 13.5968 - output21_mean_squared_error: 30.3107 - output22_mean_squared_error: 22.6376 - output23_mean_squared_error: 15.5120 - output24_mean_squared_error: 22.0503 - output25_mean_squared_error: 28.0808 - output26_mean_squared_error: 14.6643 - output27_mean_squared_error: 29.3193 - output28_mean_squared_error: 22.6056 - output29_mean_squared_error: 30.0117 Epoch 1034/2000 121/121 [==============================] - 0s 1ms/step - loss: 640.8751 - output00_loss: 12.4574 - output01_loss: 14.5757 - output02_loss: 22.8241 - output03_loss: 33.1112 - output04_loss: 28.2486 - output05_loss: 18.6170 - output06_loss: 22.1357 - output07_loss: 23.9353 - output08_loss: 14.6768 - output09_loss: 19.5685 - output10_loss: 19.2397 - output11_loss: 20.8405 - output12_loss: 17.1904 - output13_loss: 26.6232 - output14_loss: 19.2220 - output15_loss: 29.2769 - output16_loss: 20.8069 - output17_loss: 22.8417 - output18_loss: 14.2687 - output19_loss: 11.6575 - output20_loss: 13.5916 - output21_loss: 30.3078 - output22_loss: 22.6360 - output23_loss: 15.5114 - output24_loss: 22.0479 - output25_loss: 28.0796 - output26_loss: 14.6637 - output27_loss: 29.3165 - output28_loss: 22.5997 - output29_loss: 30.0027 - output00_mean_squared_error: 12.4574 - output01_mean_squared_error: 14.5757 - output02_mean_squared_error: 22.8241 - output03_mean_squared_error: 33.1112 - output04_mean_squared_error: 28.2486 - output05_mean_squared_error: 18.6170 - output06_mean_squared_error: 22.1357 - output07_mean_squared_error: 23.9353 - output08_mean_squared_error: 14.6768 - output09_mean_squared_error: 19.5685 - output10_mean_squared_error: 19.2397 - output11_mean_squared_error: 20.8405 - output12_mean_squared_error: 17.1904 - output13_mean_squared_error: 26.6232 - output14_mean_squared_error: 19.2220 - output15_mean_squared_error: 29.2769 - output16_mean_squared_error: 20.8069 - output17_mean_squared_error: 22.8417 - output18_mean_squared_error: 14.2687 - output19_mean_squared_error: 11.6575 - output20_mean_squared_error: 13.5916 - output21_mean_squared_error: 30.3078 - output22_mean_squared_error: 22.6360 - output23_mean_squared_error: 15.5114 - output24_mean_squared_error: 22.0479 - output25_mean_squared_error: 28.0796 - output26_mean_squared_error: 14.6637 - output27_mean_squared_error: 29.3165 - output28_mean_squared_error: 22.5997 - output29_mean_squared_error: 30.0027 Epoch 1035/2000 121/121 [==============================] - 0s 1ms/step - loss: 640.7816 - output00_loss: 12.4570 - output01_loss: 14.5723 - output02_loss: 22.8200 - output03_loss: 33.1075 - output04_loss: 28.2418 - output05_loss: 18.6163 - output06_loss: 22.1286 - output07_loss: 23.9292 - output08_loss: 14.6747 - output09_loss: 19.5667 - output10_loss: 19.2390 - output11_loss: 20.8400 - output12_loss: 17.1880 - output13_loss: 26.6189 - output14_loss: 19.2175 - output15_loss: 29.2722 - output16_loss: 20.8066 - output17_loss: 22.8379 - output18_loss: 14.2680 - output19_loss: 11.6546 - output20_loss: 13.5865 - output21_loss: 30.3049 - output22_loss: 22.6345 - output23_loss: 15.5108 - output24_loss: 22.0454 - output25_loss: 28.0784 - output26_loss: 14.6630 - output27_loss: 29.3138 - output28_loss: 22.5939 - output29_loss: 29.9938 - output00_mean_squared_error: 12.4570 - output01_mean_squared_error: 14.5723 - output02_mean_squared_error: 22.8200 - output03_mean_squared_error: 33.1075 - output04_mean_squared_error: 28.2418 - output05_mean_squared_error: 18.6163 - output06_mean_squared_error: 22.1286 - output07_mean_squared_error: 23.9292 - output08_mean_squared_error: 14.6747 - output09_mean_squared_error: 19.5667 - output10_mean_squared_error: 19.2390 - output11_mean_squared_error: 20.8400 - output12_mean_squared_error: 17.1880 - output13_mean_squared_error: 26.6189 - output14_mean_squared_error: 19.2175 - output15_mean_squared_error: 29.2722 - output16_mean_squared_error: 20.8066 - output17_mean_squared_error: 22.8379 - output18_mean_squared_error: 14.2680 - output19_mean_squared_error: 11.6546 - output20_mean_squared_error: 13.5865 - output21_mean_squared_error: 30.3049 - output22_mean_squared_error: 22.6345 - output23_mean_squared_error: 15.5108 - output24_mean_squared_error: 22.0454 - output25_mean_squared_error: 28.0784 - output26_mean_squared_error: 14.6630 - output27_mean_squared_error: 29.3138 - output28_mean_squared_error: 22.5939 - output29_mean_squared_error: 29.9938 Epoch 1036/2000 121/121 [==============================] - 0s 918us/step - loss: 640.6884 - output00_loss: 12.4566 - output01_loss: 14.5688 - output02_loss: 22.8158 - output03_loss: 33.1038 - output04_loss: 28.2350 - output05_loss: 18.6155 - output06_loss: 22.1214 - output07_loss: 23.9231 - output08_loss: 14.6725 - output09_loss: 19.5650 - output10_loss: 19.2384 - output11_loss: 20.8395 - output12_loss: 17.1856 - output13_loss: 26.6145 - output14_loss: 19.2130 - output15_loss: 29.2675 - output16_loss: 20.8063 - output17_loss: 22.8341 - output18_loss: 14.2673 - output19_loss: 11.6516 - output20_loss: 13.5813 - output21_loss: 30.3020 - output22_loss: 22.6330 - output23_loss: 15.5103 - output24_loss: 22.0430 - output25_loss: 28.0772 - output26_loss: 14.6624 - output27_loss: 29.3111 - output28_loss: 22.5880 - output29_loss: 29.9848 - output00_mean_squared_error: 12.4566 - output01_mean_squared_error: 14.5688 - output02_mean_squared_error: 22.8158 - output03_mean_squared_error: 33.1038 - output04_mean_squared_error: 28.2350 - output05_mean_squared_error: 18.6155 - output06_mean_squared_error: 22.1214 - output07_mean_squared_error: 23.9231 - output08_mean_squared_error: 14.6725 - output09_mean_squared_error: 19.5650 - output10_mean_squared_error: 19.2384 - output11_mean_squared_error: 20.8395 - output12_mean_squared_error: 17.1856 - output13_mean_squared_error: 26.6145 - output14_mean_squared_error: 19.2130 - output15_mean_squared_error: 29.2675 - output16_mean_squared_error: 20.8063 - output17_mean_squared_error: 22.8341 - output18_mean_squared_error: 14.2673 - output19_mean_squared_error: 11.6516 - output20_mean_squared_error: 13.5813 - output21_mean_squared_error: 30.3020 - output22_mean_squared_error: 22.6330 - output23_mean_squared_error: 15.5103 - output24_mean_squared_error: 22.0430 - output25_mean_squared_error: 28.0772 - output26_mean_squared_error: 14.6624 - output27_mean_squared_error: 29.3111 - output28_mean_squared_error: 22.5880 - output29_mean_squared_error: 29.9848 Epoch 1037/2000 121/121 [==============================] - 0s 2ms/step - loss: 640.5955 - output00_loss: 12.4562 - output01_loss: 14.5653 - output02_loss: 22.8117 - output03_loss: 33.1001 - output04_loss: 28.2282 - output05_loss: 18.6147 - output06_loss: 22.1143 - output07_loss: 23.9170 - output08_loss: 14.6704 - output09_loss: 19.5633 - output10_loss: 19.2377 - output11_loss: 20.8390 - output12_loss: 17.1833 - output13_loss: 26.6102 - output14_loss: 19.2084 - output15_loss: 29.2629 - output16_loss: 20.8059 - output17_loss: 22.8303 - output18_loss: 14.2666 - output19_loss: 11.6487 - output20_loss: 13.5762 - output21_loss: 30.2991 - output22_loss: 22.6315 - output23_loss: 15.5097 - output24_loss: 22.0406 - output25_loss: 28.0760 - output26_loss: 14.6618 - output27_loss: 29.3083 - output28_loss: 22.5821 - output29_loss: 29.9759 - output00_mean_squared_error: 12.4562 - output01_mean_squared_error: 14.5653 - output02_mean_squared_error: 22.8117 - output03_mean_squared_error: 33.1001 - output04_mean_squared_error: 28.2282 - output05_mean_squared_error: 18.6147 - output06_mean_squared_error: 22.1143 - output07_mean_squared_error: 23.9170 - output08_mean_squared_error: 14.6704 - output09_mean_squared_error: 19.5633 - output10_mean_squared_error: 19.2377 - output11_mean_squared_error: 20.8390 - output12_mean_squared_error: 17.1833 - output13_mean_squared_error: 26.6102 - output14_mean_squared_error: 19.2084 - output15_mean_squared_error: 29.2629 - output16_mean_squared_error: 20.8059 - output17_mean_squared_error: 22.8303 - output18_mean_squared_error: 14.2666 - output19_mean_squared_error: 11.6487 - output20_mean_squared_error: 13.5762 - output21_mean_squared_error: 30.2991 - output22_mean_squared_error: 22.6315 - output23_mean_squared_error: 15.5097 - output24_mean_squared_error: 22.0406 - output25_mean_squared_error: 28.0760 - output26_mean_squared_error: 14.6618 - output27_mean_squared_error: 29.3083 - output28_mean_squared_error: 22.5821 - output29_mean_squared_error: 29.9759 Epoch 1038/2000 121/121 [==============================] - 0s 1ms/step - loss: 640.5025 - output00_loss: 12.4559 - output01_loss: 14.5619 - output02_loss: 22.8076 - output03_loss: 33.0965 - output04_loss: 28.2214 - output05_loss: 18.6140 - output06_loss: 22.1071 - output07_loss: 23.9109 - output08_loss: 14.6682 - output09_loss: 19.5616 - output10_loss: 19.2370 - output11_loss: 20.8384 - output12_loss: 17.1809 - output13_loss: 26.6059 - output14_loss: 19.2039 - output15_loss: 29.2582 - output16_loss: 20.8056 - output17_loss: 22.8265 - output18_loss: 14.2659 - output19_loss: 11.6457 - output20_loss: 13.5711 - output21_loss: 30.2962 - output22_loss: 22.6299 - output23_loss: 15.5092 - output24_loss: 22.0382 - output25_loss: 28.0748 - output26_loss: 14.6612 - output27_loss: 29.3056 - output28_loss: 22.5762 - output29_loss: 29.9670 - output00_mean_squared_error: 12.4559 - output01_mean_squared_error: 14.5619 - output02_mean_squared_error: 22.8076 - output03_mean_squared_error: 33.0965 - output04_mean_squared_error: 28.2214 - output05_mean_squared_error: 18.6140 - output06_mean_squared_error: 22.1071 - output07_mean_squared_error: 23.9109 - output08_mean_squared_error: 14.6682 - output09_mean_squared_error: 19.5616 - output10_mean_squared_error: 19.2370 - output11_mean_squared_error: 20.8384 - output12_mean_squared_error: 17.1809 - output13_mean_squared_error: 26.6059 - output14_mean_squared_error: 19.2039 - output15_mean_squared_error: 29.2582 - output16_mean_squared_error: 20.8056 - output17_mean_squared_error: 22.8265 - output18_mean_squared_error: 14.2659 - output19_mean_squared_error: 11.6457 - output20_mean_squared_error: 13.5711 - output21_mean_squared_error: 30.2962 - output22_mean_squared_error: 22.6299 - output23_mean_squared_error: 15.5092 - output24_mean_squared_error: 22.0382 - output25_mean_squared_error: 28.0748 - output26_mean_squared_error: 14.6612 - output27_mean_squared_error: 29.3056 - output28_mean_squared_error: 22.5762 - output29_mean_squared_error: 29.9670 Epoch 1039/2000 121/121 [==============================] - 0s 1ms/step - loss: 640.4100 - output00_loss: 12.4555 - output01_loss: 14.5584 - output02_loss: 22.8035 - output03_loss: 33.0928 - output04_loss: 28.2146 - output05_loss: 18.6132 - output06_loss: 22.1000 - output07_loss: 23.9048 - output08_loss: 14.6661 - output09_loss: 19.5598 - output10_loss: 19.2364 - output11_loss: 20.8380 - output12_loss: 17.1785 - output13_loss: 26.6016 - output14_loss: 19.1994 - output15_loss: 29.2536 - output16_loss: 20.8053 - output17_loss: 22.8227 - output18_loss: 14.2652 - output19_loss: 11.6428 - output20_loss: 13.5660 - output21_loss: 30.2933 - output22_loss: 22.6284 - output23_loss: 15.5086 - output24_loss: 22.0358 - output25_loss: 28.0736 - output26_loss: 14.6605 - output27_loss: 29.3029 - output28_loss: 22.5704 - output29_loss: 29.9581 - output00_mean_squared_error: 12.4555 - output01_mean_squared_error: 14.5584 - output02_mean_squared_error: 22.8035 - output03_mean_squared_error: 33.0928 - output04_mean_squared_error: 28.2146 - output05_mean_squared_error: 18.6132 - output06_mean_squared_error: 22.1000 - output07_mean_squared_error: 23.9048 - output08_mean_squared_error: 14.6661 - output09_mean_squared_error: 19.5598 - output10_mean_squared_error: 19.2364 - output11_mean_squared_error: 20.8380 - output12_mean_squared_error: 17.1785 - output13_mean_squared_error: 26.6016 - output14_mean_squared_error: 19.1994 - output15_mean_squared_error: 29.2536 - output16_mean_squared_error: 20.8053 - output17_mean_squared_error: 22.8227 - output18_mean_squared_error: 14.2652 - output19_mean_squared_error: 11.6428 - output20_mean_squared_error: 13.5660 - output21_mean_squared_error: 30.2933 - output22_mean_squared_error: 22.6284 - output23_mean_squared_error: 15.5086 - output24_mean_squared_error: 22.0358 - output25_mean_squared_error: 28.0736 - output26_mean_squared_error: 14.6605 - output27_mean_squared_error: 29.3029 - output28_mean_squared_error: 22.5704 - output29_mean_squared_error: 29.9581 Epoch 1040/2000 121/121 [==============================] - 0s 1ms/step - loss: 640.3175 - output00_loss: 12.4551 - output01_loss: 14.5550 - output02_loss: 22.7994 - output03_loss: 33.0891 - output04_loss: 28.2078 - output05_loss: 18.6125 - output06_loss: 22.0929 - output07_loss: 23.8988 - output08_loss: 14.6640 - output09_loss: 19.5581 - output10_loss: 19.2357 - output11_loss: 20.8375 - output12_loss: 17.1762 - output13_loss: 26.5973 - output14_loss: 19.1949 - output15_loss: 29.2489 - output16_loss: 20.8049 - output17_loss: 22.8189 - output18_loss: 14.2646 - output19_loss: 11.6399 - output20_loss: 13.5609 - output21_loss: 30.2904 - output22_loss: 22.6269 - output23_loss: 15.5081 - output24_loss: 22.0334 - output25_loss: 28.0724 - output26_loss: 14.6599 - output27_loss: 29.3002 - output28_loss: 22.5645 - output29_loss: 29.9492 - output00_mean_squared_error: 12.4551 - output01_mean_squared_error: 14.5550 - output02_mean_squared_error: 22.7994 - output03_mean_squared_error: 33.0891 - output04_mean_squared_error: 28.2078 - output05_mean_squared_error: 18.6125 - output06_mean_squared_error: 22.0929 - output07_mean_squared_error: 23.8988 - output08_mean_squared_error: 14.6640 - output09_mean_squared_error: 19.5581 - output10_mean_squared_error: 19.2357 - output11_mean_squared_error: 20.8375 - output12_mean_squared_error: 17.1762 - output13_mean_squared_error: 26.5973 - output14_mean_squared_error: 19.1949 - output15_mean_squared_error: 29.2489 - output16_mean_squared_error: 20.8049 - output17_mean_squared_error: 22.8189 - output18_mean_squared_error: 14.2646 - output19_mean_squared_error: 11.6399 - output20_mean_squared_error: 13.5609 - output21_mean_squared_error: 30.2904 - output22_mean_squared_error: 22.6269 - output23_mean_squared_error: 15.5081 - output24_mean_squared_error: 22.0334 - output25_mean_squared_error: 28.0724 - output26_mean_squared_error: 14.6599 - output27_mean_squared_error: 29.3002 - output28_mean_squared_error: 22.5645 - output29_mean_squared_error: 29.9492 Epoch 1041/2000 121/121 [==============================] - 0s 2ms/step - loss: 640.2254 - output00_loss: 12.4547 - output01_loss: 14.5516 - output02_loss: 22.7953 - output03_loss: 33.0855 - output04_loss: 28.2011 - output05_loss: 18.6117 - output06_loss: 22.0858 - output07_loss: 23.8927 - output08_loss: 14.6619 - output09_loss: 19.5564 - output10_loss: 19.2350 - output11_loss: 20.8370 - output12_loss: 17.1738 - output13_loss: 26.5931 - output14_loss: 19.1904 - output15_loss: 29.2443 - output16_loss: 20.8046 - output17_loss: 22.8151 - output18_loss: 14.2639 - output19_loss: 11.6369 - output20_loss: 13.5558 - output21_loss: 30.2876 - output22_loss: 22.6254 - output23_loss: 15.5075 - output24_loss: 22.0310 - output25_loss: 28.0713 - output26_loss: 14.6593 - output27_loss: 29.2975 - output28_loss: 22.5587 - output29_loss: 29.9404 - output00_mean_squared_error: 12.4547 - output01_mean_squared_error: 14.5516 - output02_mean_squared_error: 22.7953 - output03_mean_squared_error: 33.0855 - output04_mean_squared_error: 28.2011 - output05_mean_squared_error: 18.6117 - output06_mean_squared_error: 22.0858 - output07_mean_squared_error: 23.8927 - output08_mean_squared_error: 14.6619 - output09_mean_squared_error: 19.5564 - output10_mean_squared_error: 19.2350 - output11_mean_squared_error: 20.8370 - output12_mean_squared_error: 17.1738 - output13_mean_squared_error: 26.5931 - output14_mean_squared_error: 19.1904 - output15_mean_squared_error: 29.2443 - output16_mean_squared_error: 20.8046 - output17_mean_squared_error: 22.8151 - output18_mean_squared_error: 14.2639 - output19_mean_squared_error: 11.6369 - output20_mean_squared_error: 13.5558 - output21_mean_squared_error: 30.2876 - output22_mean_squared_error: 22.6254 - output23_mean_squared_error: 15.5075 - output24_mean_squared_error: 22.0310 - output25_mean_squared_error: 28.0713 - output26_mean_squared_error: 14.6593 - output27_mean_squared_error: 29.2975 - output28_mean_squared_error: 22.5587 - output29_mean_squared_error: 29.9404 Epoch 1042/2000 121/121 [==============================] - 0s 2ms/step - loss: 640.1334 - output00_loss: 12.4544 - output01_loss: 14.5482 - output02_loss: 22.7912 - output03_loss: 33.0819 - output04_loss: 28.1943 - output05_loss: 18.6110 - output06_loss: 22.0787 - output07_loss: 23.8867 - output08_loss: 14.6597 - output09_loss: 19.5547 - output10_loss: 19.2344 - output11_loss: 20.8365 - output12_loss: 17.1715 - output13_loss: 26.5888 - output14_loss: 19.1860 - output15_loss: 29.2397 - output16_loss: 20.8043 - output17_loss: 22.8114 - output18_loss: 14.2632 - output19_loss: 11.6340 - output20_loss: 13.5508 - output21_loss: 30.2847 - output22_loss: 22.6239 - output23_loss: 15.5070 - output24_loss: 22.0286 - output25_loss: 28.0701 - output26_loss: 14.6587 - output27_loss: 29.2948 - output28_loss: 22.5529 - output29_loss: 29.9315 - output00_mean_squared_error: 12.4544 - output01_mean_squared_error: 14.5482 - output02_mean_squared_error: 22.7912 - output03_mean_squared_error: 33.0819 - output04_mean_squared_error: 28.1943 - output05_mean_squared_error: 18.6110 - output06_mean_squared_error: 22.0787 - output07_mean_squared_error: 23.8867 - output08_mean_squared_error: 14.6597 - output09_mean_squared_error: 19.5547 - output10_mean_squared_error: 19.2344 - output11_mean_squared_error: 20.8365 - output12_mean_squared_error: 17.1715 - output13_mean_squared_error: 26.5888 - output14_mean_squared_error: 19.1860 - output15_mean_squared_error: 29.2397 - output16_mean_squared_error: 20.8043 - output17_mean_squared_error: 22.8114 - output18_mean_squared_error: 14.2632 - output19_mean_squared_error: 11.6340 - output20_mean_squared_error: 13.5508 - output21_mean_squared_error: 30.2847 - output22_mean_squared_error: 22.6239 - output23_mean_squared_error: 15.5070 - output24_mean_squared_error: 22.0286 - output25_mean_squared_error: 28.0701 - output26_mean_squared_error: 14.6587 - output27_mean_squared_error: 29.2948 - output28_mean_squared_error: 22.5529 - output29_mean_squared_error: 29.9315 Epoch 1043/2000 121/121 [==============================] - 0s 1ms/step - loss: 640.0415 - output00_loss: 12.4540 - output01_loss: 14.5447 - output02_loss: 22.7871 - output03_loss: 33.0783 - output04_loss: 28.1876 - output05_loss: 18.6102 - output06_loss: 22.0716 - output07_loss: 23.8807 - output08_loss: 14.6576 - output09_loss: 19.5530 - output10_loss: 19.2337 - output11_loss: 20.8360 - output12_loss: 17.1691 - output13_loss: 26.5845 - output14_loss: 19.1815 - output15_loss: 29.2351 - output16_loss: 20.8040 - output17_loss: 22.8076 - output18_loss: 14.2626 - output19_loss: 11.6311 - output20_loss: 13.5457 - output21_loss: 30.2819 - output22_loss: 22.6225 - output23_loss: 15.5064 - output24_loss: 22.0263 - output25_loss: 28.0689 - output26_loss: 14.6581 - output27_loss: 29.2921 - output28_loss: 22.5471 - output29_loss: 29.9227 - output00_mean_squared_error: 12.4540 - output01_mean_squared_error: 14.5447 - output02_mean_squared_error: 22.7871 - output03_mean_squared_error: 33.0783 - output04_mean_squared_error: 28.1876 - output05_mean_squared_error: 18.6102 - output06_mean_squared_error: 22.0716 - output07_mean_squared_error: 23.8807 - output08_mean_squared_error: 14.6576 - output09_mean_squared_error: 19.5530 - output10_mean_squared_error: 19.2337 - output11_mean_squared_error: 20.8360 - output12_mean_squared_error: 17.1691 - output13_mean_squared_error: 26.5845 - output14_mean_squared_error: 19.1815 - output15_mean_squared_error: 29.2351 - output16_mean_squared_error: 20.8040 - output17_mean_squared_error: 22.8076 - output18_mean_squared_error: 14.2626 - output19_mean_squared_error: 11.6311 - output20_mean_squared_error: 13.5457 - output21_mean_squared_error: 30.2819 - output22_mean_squared_error: 22.6225 - output23_mean_squared_error: 15.5064 - output24_mean_squared_error: 22.0263 - output25_mean_squared_error: 28.0689 - output26_mean_squared_error: 14.6581 - output27_mean_squared_error: 29.2921 - output28_mean_squared_error: 22.5471 - output29_mean_squared_error: 29.9227 Epoch 1044/2000 121/121 [==============================] - 0s 1ms/step - loss: 639.9501 - output00_loss: 12.4536 - output01_loss: 14.5413 - output02_loss: 22.7830 - output03_loss: 33.0747 - output04_loss: 28.1809 - output05_loss: 18.6095 - output06_loss: 22.0646 - output07_loss: 23.8746 - output08_loss: 14.6555 - output09_loss: 19.5513 - output10_loss: 19.2331 - output11_loss: 20.8355 - output12_loss: 17.1668 - output13_loss: 26.5803 - output14_loss: 19.1770 - output15_loss: 29.2304 - output16_loss: 20.8036 - output17_loss: 22.8039 - output18_loss: 14.2619 - output19_loss: 11.6281 - output20_loss: 13.5407 - output21_loss: 30.2790 - output22_loss: 22.6210 - output23_loss: 15.5059 - output24_loss: 22.0239 - output25_loss: 28.0677 - output26_loss: 14.6575 - output27_loss: 29.2894 - output28_loss: 22.5413 - output29_loss: 29.9138 - output00_mean_squared_error: 12.4536 - output01_mean_squared_error: 14.5413 - output02_mean_squared_error: 22.7830 - output03_mean_squared_error: 33.0747 - output04_mean_squared_error: 28.1809 - output05_mean_squared_error: 18.6095 - output06_mean_squared_error: 22.0646 - output07_mean_squared_error: 23.8746 - output08_mean_squared_error: 14.6555 - output09_mean_squared_error: 19.5513 - output10_mean_squared_error: 19.2331 - output11_mean_squared_error: 20.8355 - output12_mean_squared_error: 17.1668 - output13_mean_squared_error: 26.5803 - output14_mean_squared_error: 19.1770 - output15_mean_squared_error: 29.2304 - output16_mean_squared_error: 20.8036 - output17_mean_squared_error: 22.8039 - output18_mean_squared_error: 14.2619 - output19_mean_squared_error: 11.6281 - output20_mean_squared_error: 13.5407 - output21_mean_squared_error: 30.2790 - output22_mean_squared_error: 22.6210 - output23_mean_squared_error: 15.5059 - output24_mean_squared_error: 22.0239 - output25_mean_squared_error: 28.0677 - output26_mean_squared_error: 14.6575 - output27_mean_squared_error: 29.2894 - output28_mean_squared_error: 22.5413 - output29_mean_squared_error: 29.9138 Epoch 1045/2000 121/121 [==============================] - 0s 2ms/step - loss: 639.8587 - output00_loss: 12.4533 - output01_loss: 14.5379 - output02_loss: 22.7789 - output03_loss: 33.0711 - output04_loss: 28.1742 - output05_loss: 18.6088 - output06_loss: 22.0576 - output07_loss: 23.8686 - output08_loss: 14.6534 - output09_loss: 19.5497 - output10_loss: 19.2324 - output11_loss: 20.8350 - output12_loss: 17.1645 - output13_loss: 26.5760 - output14_loss: 19.1726 - output15_loss: 29.2258 - output16_loss: 20.8033 - output17_loss: 22.8002 - output18_loss: 14.2612 - output19_loss: 11.6252 - output20_loss: 13.5356 - output21_loss: 30.2762 - output22_loss: 22.6195 - output23_loss: 15.5054 - output24_loss: 22.0215 - output25_loss: 28.0666 - output26_loss: 14.6569 - output27_loss: 29.2868 - output28_loss: 22.5355 - output29_loss: 29.9050 - output00_mean_squared_error: 12.4533 - output01_mean_squared_error: 14.5379 - output02_mean_squared_error: 22.7789 - output03_mean_squared_error: 33.0711 - output04_mean_squared_error: 28.1742 - output05_mean_squared_error: 18.6088 - output06_mean_squared_error: 22.0576 - output07_mean_squared_error: 23.8686 - output08_mean_squared_error: 14.6534 - output09_mean_squared_error: 19.5497 - output10_mean_squared_error: 19.2324 - output11_mean_squared_error: 20.8350 - output12_mean_squared_error: 17.1645 - output13_mean_squared_error: 26.5760 - output14_mean_squared_error: 19.1726 - output15_mean_squared_error: 29.2258 - output16_mean_squared_error: 20.8033 - output17_mean_squared_error: 22.8002 - output18_mean_squared_error: 14.2612 - output19_mean_squared_error: 11.6252 - output20_mean_squared_error: 13.5356 - output21_mean_squared_error: 30.2762 - output22_mean_squared_error: 22.6195 - output23_mean_squared_error: 15.5054 - output24_mean_squared_error: 22.0215 - output25_mean_squared_error: 28.0666 - output26_mean_squared_error: 14.6569 - output27_mean_squared_error: 29.2868 - output28_mean_squared_error: 22.5355 - output29_mean_squared_error: 29.9050 Epoch 1046/2000 121/121 [==============================] - 0s 1ms/step - loss: 639.7675 - output00_loss: 12.4529 - output01_loss: 14.5345 - output02_loss: 22.7749 - output03_loss: 33.0675 - output04_loss: 28.1674 - output05_loss: 18.6080 - output06_loss: 22.0505 - output07_loss: 23.8626 - output08_loss: 14.6514 - output09_loss: 19.5480 - output10_loss: 19.2318 - output11_loss: 20.8345 - output12_loss: 17.1622 - output13_loss: 26.5718 - output14_loss: 19.1681 - output15_loss: 29.2212 - output16_loss: 20.8030 - output17_loss: 22.7964 - output18_loss: 14.2606 - output19_loss: 11.6223 - output20_loss: 13.5306 - output21_loss: 30.2734 - output22_loss: 22.6180 - output23_loss: 15.5048 - output24_loss: 22.0192 - output25_loss: 28.0654 - output26_loss: 14.6563 - output27_loss: 29.2841 - output28_loss: 22.5297 - output29_loss: 29.8962 - output00_mean_squared_error: 12.4529 - output01_mean_squared_error: 14.5345 - output02_mean_squared_error: 22.7749 - output03_mean_squared_error: 33.0675 - output04_mean_squared_error: 28.1674 - output05_mean_squared_error: 18.6080 - output06_mean_squared_error: 22.0505 - output07_mean_squared_error: 23.8626 - output08_mean_squared_error: 14.6514 - output09_mean_squared_error: 19.5480 - output10_mean_squared_error: 19.2318 - output11_mean_squared_error: 20.8345 - output12_mean_squared_error: 17.1622 - output13_mean_squared_error: 26.5718 - output14_mean_squared_error: 19.1681 - output15_mean_squared_error: 29.2212 - output16_mean_squared_error: 20.8030 - output17_mean_squared_error: 22.7964 - output18_mean_squared_error: 14.2606 - output19_mean_squared_error: 11.6223 - output20_mean_squared_error: 13.5306 - output21_mean_squared_error: 30.2734 - output22_mean_squared_error: 22.6180 - output23_mean_squared_error: 15.5048 - output24_mean_squared_error: 22.0192 - output25_mean_squared_error: 28.0654 - output26_mean_squared_error: 14.6563 - output27_mean_squared_error: 29.2841 - output28_mean_squared_error: 22.5297 - output29_mean_squared_error: 29.8962 Epoch 1047/2000 121/121 [==============================] - 0s 1ms/step - loss: 639.6764 - output00_loss: 12.4526 - output01_loss: 14.5311 - output02_loss: 22.7708 - output03_loss: 33.0639 - output04_loss: 28.1608 - output05_loss: 18.6073 - output06_loss: 22.0435 - output07_loss: 23.8566 - output08_loss: 14.6493 - output09_loss: 19.5463 - output10_loss: 19.2311 - output11_loss: 20.8341 - output12_loss: 17.1599 - output13_loss: 26.5675 - output14_loss: 19.1637 - output15_loss: 29.2167 - output16_loss: 20.8027 - output17_loss: 22.7927 - output18_loss: 14.2599 - output19_loss: 11.6194 - output20_loss: 13.5256 - output21_loss: 30.2706 - output22_loss: 22.6166 - output23_loss: 15.5043 - output24_loss: 22.0168 - output25_loss: 28.0643 - output26_loss: 14.6557 - output27_loss: 29.2815 - output28_loss: 22.5239 - output29_loss: 29.8874 - output00_mean_squared_error: 12.4526 - output01_mean_squared_error: 14.5311 - output02_mean_squared_error: 22.7708 - output03_mean_squared_error: 33.0639 - output04_mean_squared_error: 28.1608 - output05_mean_squared_error: 18.6073 - output06_mean_squared_error: 22.0435 - output07_mean_squared_error: 23.8566 - output08_mean_squared_error: 14.6493 - output09_mean_squared_error: 19.5463 - output10_mean_squared_error: 19.2311 - output11_mean_squared_error: 20.8341 - output12_mean_squared_error: 17.1599 - output13_mean_squared_error: 26.5675 - output14_mean_squared_error: 19.1637 - output15_mean_squared_error: 29.2167 - output16_mean_squared_error: 20.8027 - output17_mean_squared_error: 22.7927 - output18_mean_squared_error: 14.2599 - output19_mean_squared_error: 11.6194 - output20_mean_squared_error: 13.5256 - output21_mean_squared_error: 30.2706 - output22_mean_squared_error: 22.6166 - output23_mean_squared_error: 15.5043 - output24_mean_squared_error: 22.0168 - output25_mean_squared_error: 28.0643 - output26_mean_squared_error: 14.6557 - output27_mean_squared_error: 29.2815 - output28_mean_squared_error: 22.5239 - output29_mean_squared_error: 29.8874 Epoch 1048/2000 121/121 [==============================] - 0s 464us/step - loss: 639.5859 - output00_loss: 12.4522 - output01_loss: 14.5278 - output02_loss: 22.7668 - output03_loss: 33.0604 - output04_loss: 28.1541 - output05_loss: 18.6066 - output06_loss: 22.0365 - output07_loss: 23.8507 - output08_loss: 14.6472 - output09_loss: 19.5447 - output10_loss: 19.2305 - output11_loss: 20.8336 - output12_loss: 17.1576 - output13_loss: 26.5633 - output14_loss: 19.1593 - output15_loss: 29.2121 - output16_loss: 20.8024 - output17_loss: 22.7890 - output18_loss: 14.2593 - output19_loss: 11.6165 - output20_loss: 13.5206 - output21_loss: 30.2678 - output22_loss: 22.6151 - output23_loss: 15.5038 - output24_loss: 22.0145 - output25_loss: 28.0631 - output26_loss: 14.6551 - output27_loss: 29.2788 - output28_loss: 22.5181 - output29_loss: 29.8786 - output00_mean_squared_error: 12.4522 - output01_mean_squared_error: 14.5278 - output02_mean_squared_error: 22.7668 - output03_mean_squared_error: 33.0604 - output04_mean_squared_error: 28.1541 - output05_mean_squared_error: 18.6066 - output06_mean_squared_error: 22.0365 - output07_mean_squared_error: 23.8507 - output08_mean_squared_error: 14.6472 - output09_mean_squared_error: 19.5447 - output10_mean_squared_error: 19.2305 - output11_mean_squared_error: 20.8336 - output12_mean_squared_error: 17.1576 - output13_mean_squared_error: 26.5633 - output14_mean_squared_error: 19.1593 - output15_mean_squared_error: 29.2121 - output16_mean_squared_error: 20.8024 - output17_mean_squared_error: 22.7890 - output18_mean_squared_error: 14.2593 - output19_mean_squared_error: 11.6165 - output20_mean_squared_error: 13.5206 - output21_mean_squared_error: 30.2678 - output22_mean_squared_error: 22.6151 - output23_mean_squared_error: 15.5038 - output24_mean_squared_error: 22.0145 - output25_mean_squared_error: 28.0631 - output26_mean_squared_error: 14.6551 - output27_mean_squared_error: 29.2788 - output28_mean_squared_error: 22.5181 - output29_mean_squared_error: 29.8786 Epoch 1049/2000 121/121 [==============================] - 0s 649us/step - loss: 639.4953 - output00_loss: 12.4518 - output01_loss: 14.5244 - output02_loss: 22.7628 - output03_loss: 33.0568 - output04_loss: 28.1474 - output05_loss: 18.6058 - output06_loss: 22.0295 - output07_loss: 23.8447 - output08_loss: 14.6451 - output09_loss: 19.5430 - output10_loss: 19.2298 - output11_loss: 20.8331 - output12_loss: 17.1553 - output13_loss: 26.5591 - output14_loss: 19.1549 - output15_loss: 29.2075 - output16_loss: 20.8021 - output17_loss: 22.7853 - output18_loss: 14.2586 - output19_loss: 11.6135 - output20_loss: 13.5156 - output21_loss: 30.2650 - output22_loss: 22.6136 - output23_loss: 15.5033 - output24_loss: 22.0122 - output25_loss: 28.0620 - output26_loss: 14.6545 - output27_loss: 29.2762 - output28_loss: 22.5124 - output29_loss: 29.8699 - output00_mean_squared_error: 12.4518 - output01_mean_squared_error: 14.5244 - output02_mean_squared_error: 22.7628 - output03_mean_squared_error: 33.0568 - output04_mean_squared_error: 28.1474 - output05_mean_squared_error: 18.6058 - output06_mean_squared_error: 22.0295 - output07_mean_squared_error: 23.8447 - output08_mean_squared_error: 14.6451 - output09_mean_squared_error: 19.5430 - output10_mean_squared_error: 19.2298 - output11_mean_squared_error: 20.8331 - output12_mean_squared_error: 17.1553 - output13_mean_squared_error: 26.5591 - output14_mean_squared_error: 19.1549 - output15_mean_squared_error: 29.2075 - output16_mean_squared_error: 20.8021 - output17_mean_squared_error: 22.7853 - output18_mean_squared_error: 14.2586 - output19_mean_squared_error: 11.6135 - output20_mean_squared_error: 13.5156 - output21_mean_squared_error: 30.2650 - output22_mean_squared_error: 22.6136 - output23_mean_squared_error: 15.5033 - output24_mean_squared_error: 22.0122 - output25_mean_squared_error: 28.0620 - output26_mean_squared_error: 14.6545 - output27_mean_squared_error: 29.2762 - output28_mean_squared_error: 22.5124 - output29_mean_squared_error: 29.8699 Epoch 1050/2000 121/121 [==============================] - 0s 1ms/step - loss: 639.4050 - output00_loss: 12.4515 - output01_loss: 14.5210 - output02_loss: 22.7587 - output03_loss: 33.0533 - output04_loss: 28.1407 - output05_loss: 18.6051 - output06_loss: 22.0226 - output07_loss: 23.8388 - output08_loss: 14.6431 - output09_loss: 19.5413 - output10_loss: 19.2292 - output11_loss: 20.8326 - output12_loss: 17.1530 - output13_loss: 26.5548 - output14_loss: 19.1505 - output15_loss: 29.2029 - output16_loss: 20.8017 - output17_loss: 22.7816 - output18_loss: 14.2580 - output19_loss: 11.6106 - output20_loss: 13.5107 - output21_loss: 30.2622 - output22_loss: 22.6122 - output23_loss: 15.5027 - output24_loss: 22.0098 - output25_loss: 28.0608 - output26_loss: 14.6539 - output27_loss: 29.2735 - output28_loss: 22.5066 - output29_loss: 29.8611 - output00_mean_squared_error: 12.4515 - output01_mean_squared_error: 14.5210 - output02_mean_squared_error: 22.7587 - output03_mean_squared_error: 33.0533 - output04_mean_squared_error: 28.1407 - output05_mean_squared_error: 18.6051 - output06_mean_squared_error: 22.0226 - output07_mean_squared_error: 23.8388 - output08_mean_squared_error: 14.6431 - output09_mean_squared_error: 19.5413 - output10_mean_squared_error: 19.2292 - output11_mean_squared_error: 20.8326 - output12_mean_squared_error: 17.1530 - output13_mean_squared_error: 26.5548 - output14_mean_squared_error: 19.1505 - output15_mean_squared_error: 29.2029 - output16_mean_squared_error: 20.8017 - output17_mean_squared_error: 22.7816 - output18_mean_squared_error: 14.2580 - output19_mean_squared_error: 11.6106 - output20_mean_squared_error: 13.5107 - output21_mean_squared_error: 30.2622 - output22_mean_squared_error: 22.6122 - output23_mean_squared_error: 15.5027 - output24_mean_squared_error: 22.0098 - output25_mean_squared_error: 28.0608 - output26_mean_squared_error: 14.6539 - output27_mean_squared_error: 29.2735 - output28_mean_squared_error: 22.5066 - output29_mean_squared_error: 29.8611 Epoch 1051/2000 121/121 [==============================] - 0s 815us/step - loss: 639.3149 - output00_loss: 12.4511 - output01_loss: 14.5176 - output02_loss: 22.7547 - output03_loss: 33.0498 - output04_loss: 28.1341 - output05_loss: 18.6044 - output06_loss: 22.0156 - output07_loss: 23.8328 - output08_loss: 14.6410 - output09_loss: 19.5397 - output10_loss: 19.2286 - output11_loss: 20.8322 - output12_loss: 17.1508 - output13_loss: 26.5506 - output14_loss: 19.1461 - output15_loss: 29.1984 - output16_loss: 20.8014 - output17_loss: 22.7780 - output18_loss: 14.2573 - output19_loss: 11.6077 - output20_loss: 13.5057 - output21_loss: 30.2594 - output22_loss: 22.6107 - output23_loss: 15.5022 - output24_loss: 22.0075 - output25_loss: 28.0597 - output26_loss: 14.6533 - output27_loss: 29.2709 - output28_loss: 22.5009 - output29_loss: 29.8524 - output00_mean_squared_error: 12.4511 - output01_mean_squared_error: 14.5176 - output02_mean_squared_error: 22.7547 - output03_mean_squared_error: 33.0498 - output04_mean_squared_error: 28.1341 - output05_mean_squared_error: 18.6044 - output06_mean_squared_error: 22.0156 - output07_mean_squared_error: 23.8328 - output08_mean_squared_error: 14.6410 - output09_mean_squared_error: 19.5397 - output10_mean_squared_error: 19.2286 - output11_mean_squared_error: 20.8322 - output12_mean_squared_error: 17.1508 - output13_mean_squared_error: 26.5506 - output14_mean_squared_error: 19.1461 - output15_mean_squared_error: 29.1984 - output16_mean_squared_error: 20.8014 - output17_mean_squared_error: 22.7780 - output18_mean_squared_error: 14.2573 - output19_mean_squared_error: 11.6077 - output20_mean_squared_error: 13.5057 - output21_mean_squared_error: 30.2594 - output22_mean_squared_error: 22.6107 - output23_mean_squared_error: 15.5022 - output24_mean_squared_error: 22.0075 - output25_mean_squared_error: 28.0597 - output26_mean_squared_error: 14.6533 - output27_mean_squared_error: 29.2709 - output28_mean_squared_error: 22.5009 - output29_mean_squared_error: 29.8524 Epoch 1052/2000 121/121 [==============================] - 0s 1ms/step - loss: 639.2249 - output00_loss: 12.4508 - output01_loss: 14.5143 - output02_loss: 22.7507 - output03_loss: 33.0463 - output04_loss: 28.1274 - output05_loss: 18.6037 - output06_loss: 22.0086 - output07_loss: 23.8269 - output08_loss: 14.6390 - output09_loss: 19.5381 - output10_loss: 19.2279 - output11_loss: 20.8317 - output12_loss: 17.1485 - output13_loss: 26.5464 - output14_loss: 19.1417 - output15_loss: 29.1938 - output16_loss: 20.8011 - output17_loss: 22.7743 - output18_loss: 14.2567 - output19_loss: 11.6048 - output20_loss: 13.5008 - output21_loss: 30.2567 - output22_loss: 22.6093 - output23_loss: 15.5017 - output24_loss: 22.0052 - output25_loss: 28.0585 - output26_loss: 14.6527 - output27_loss: 29.2683 - output28_loss: 22.4952 - output29_loss: 29.8437 - output00_mean_squared_error: 12.4508 - output01_mean_squared_error: 14.5143 - output02_mean_squared_error: 22.7507 - output03_mean_squared_error: 33.0463 - output04_mean_squared_error: 28.1274 - output05_mean_squared_error: 18.6037 - output06_mean_squared_error: 22.0086 - output07_mean_squared_error: 23.8269 - output08_mean_squared_error: 14.6390 - output09_mean_squared_error: 19.5381 - output10_mean_squared_error: 19.2279 - output11_mean_squared_error: 20.8317 - output12_mean_squared_error: 17.1485 - output13_mean_squared_error: 26.5464 - output14_mean_squared_error: 19.1417 - output15_mean_squared_error: 29.1938 - output16_mean_squared_error: 20.8011 - output17_mean_squared_error: 22.7743 - output18_mean_squared_error: 14.2567 - output19_mean_squared_error: 11.6048 - output20_mean_squared_error: 13.5008 - output21_mean_squared_error: 30.2567 - output22_mean_squared_error: 22.6093 - output23_mean_squared_error: 15.5017 - output24_mean_squared_error: 22.0052 - output25_mean_squared_error: 28.0585 - output26_mean_squared_error: 14.6527 - output27_mean_squared_error: 29.2683 - output28_mean_squared_error: 22.4952 - output29_mean_squared_error: 29.8437 Epoch 1053/2000 121/121 [==============================] - 0s 667us/step - loss: 639.1351 - output00_loss: 12.4504 - output01_loss: 14.5109 - output02_loss: 22.7467 - output03_loss: 33.0428 - output04_loss: 28.1208 - output05_loss: 18.6029 - output06_loss: 22.0017 - output07_loss: 23.8210 - output08_loss: 14.6369 - output09_loss: 19.5364 - output10_loss: 19.2273 - output11_loss: 20.8313 - output12_loss: 17.1463 - output13_loss: 26.5422 - output14_loss: 19.1373 - output15_loss: 29.1893 - output16_loss: 20.8008 - output17_loss: 22.7707 - output18_loss: 14.2561 - output19_loss: 11.6019 - output20_loss: 13.4958 - output21_loss: 30.2539 - output22_loss: 22.6079 - output23_loss: 15.5012 - output24_loss: 22.0029 - output25_loss: 28.0574 - output26_loss: 14.6521 - output27_loss: 29.2656 - output28_loss: 22.4894 - output29_loss: 29.8350 - output00_mean_squared_error: 12.4504 - output01_mean_squared_error: 14.5109 - output02_mean_squared_error: 22.7467 - output03_mean_squared_error: 33.0428 - output04_mean_squared_error: 28.1208 - output05_mean_squared_error: 18.6029 - output06_mean_squared_error: 22.0017 - output07_mean_squared_error: 23.8210 - output08_mean_squared_error: 14.6369 - output09_mean_squared_error: 19.5364 - output10_mean_squared_error: 19.2273 - output11_mean_squared_error: 20.8313 - output12_mean_squared_error: 17.1463 - output13_mean_squared_error: 26.5422 - output14_mean_squared_error: 19.1373 - output15_mean_squared_error: 29.1893 - output16_mean_squared_error: 20.8008 - output17_mean_squared_error: 22.7707 - output18_mean_squared_error: 14.2561 - output19_mean_squared_error: 11.6019 - output20_mean_squared_error: 13.4958 - output21_mean_squared_error: 30.2539 - output22_mean_squared_error: 22.6079 - output23_mean_squared_error: 15.5012 - output24_mean_squared_error: 22.0029 - output25_mean_squared_error: 28.0574 - output26_mean_squared_error: 14.6521 - output27_mean_squared_error: 29.2656 - output28_mean_squared_error: 22.4894 - output29_mean_squared_error: 29.8350 Epoch 1054/2000 121/121 [==============================] - 0s 1ms/step - loss: 639.0454 - output00_loss: 12.4501 - output01_loss: 14.5076 - output02_loss: 22.7427 - output03_loss: 33.0393 - output04_loss: 28.1142 - output05_loss: 18.6022 - output06_loss: 21.9948 - output07_loss: 23.8151 - output08_loss: 14.6349 - output09_loss: 19.5348 - output10_loss: 19.2267 - output11_loss: 20.8308 - output12_loss: 17.1440 - output13_loss: 26.5381 - output14_loss: 19.1329 - output15_loss: 29.1848 - output16_loss: 20.8005 - output17_loss: 22.7670 - output18_loss: 14.2554 - output19_loss: 11.5990 - output20_loss: 13.4909 - output21_loss: 30.2512 - output22_loss: 22.6064 - output23_loss: 15.5006 - output24_loss: 22.0006 - output25_loss: 28.0563 - output26_loss: 14.6516 - output27_loss: 29.2630 - output28_loss: 22.4837 - output29_loss: 29.8263 - output00_mean_squared_error: 12.4501 - output01_mean_squared_error: 14.5076 - output02_mean_squared_error: 22.7427 - output03_mean_squared_error: 33.0393 - output04_mean_squared_error: 28.1142 - output05_mean_squared_error: 18.6022 - output06_mean_squared_error: 21.9948 - output07_mean_squared_error: 23.8151 - output08_mean_squared_error: 14.6349 - output09_mean_squared_error: 19.5348 - output10_mean_squared_error: 19.2267 - output11_mean_squared_error: 20.8308 - output12_mean_squared_error: 17.1440 - output13_mean_squared_error: 26.5381 - output14_mean_squared_error: 19.1329 - output15_mean_squared_error: 29.1848 - output16_mean_squared_error: 20.8005 - output17_mean_squared_error: 22.7670 - output18_mean_squared_error: 14.2554 - output19_mean_squared_error: 11.5990 - output20_mean_squared_error: 13.4909 - output21_mean_squared_error: 30.2512 - output22_mean_squared_error: 22.6064 - output23_mean_squared_error: 15.5006 - output24_mean_squared_error: 22.0006 - output25_mean_squared_error: 28.0563 - output26_mean_squared_error: 14.6516 - output27_mean_squared_error: 29.2630 - output28_mean_squared_error: 22.4837 - output29_mean_squared_error: 29.8263 Epoch 1055/2000 121/121 [==============================] - 0s 2ms/step - loss: 638.9561 - output00_loss: 12.4498 - output01_loss: 14.5043 - output02_loss: 22.7387 - output03_loss: 33.0358 - output04_loss: 28.1076 - output05_loss: 18.6015 - output06_loss: 21.9879 - output07_loss: 23.8092 - output08_loss: 14.6329 - output09_loss: 19.5332 - output10_loss: 19.2261 - output11_loss: 20.8303 - output12_loss: 17.1418 - output13_loss: 26.5339 - output14_loss: 19.1286 - output15_loss: 29.1802 - output16_loss: 20.8002 - output17_loss: 22.7634 - output18_loss: 14.2548 - output19_loss: 11.5961 - output20_loss: 13.4860 - output21_loss: 30.2484 - output22_loss: 22.6050 - output23_loss: 15.5001 - output24_loss: 21.9983 - output25_loss: 28.0552 - output26_loss: 14.6510 - output27_loss: 29.2604 - output28_loss: 22.4780 - output29_loss: 29.8176 - output00_mean_squared_error: 12.4498 - output01_mean_squared_error: 14.5043 - output02_mean_squared_error: 22.7387 - output03_mean_squared_error: 33.0358 - output04_mean_squared_error: 28.1076 - output05_mean_squared_error: 18.6015 - output06_mean_squared_error: 21.9879 - output07_mean_squared_error: 23.8092 - output08_mean_squared_error: 14.6329 - output09_mean_squared_error: 19.5332 - output10_mean_squared_error: 19.2261 - output11_mean_squared_error: 20.8303 - output12_mean_squared_error: 17.1418 - output13_mean_squared_error: 26.5339 - output14_mean_squared_error: 19.1286 - output15_mean_squared_error: 29.1802 - output16_mean_squared_error: 20.8002 - output17_mean_squared_error: 22.7634 - output18_mean_squared_error: 14.2548 - output19_mean_squared_error: 11.5961 - output20_mean_squared_error: 13.4860 - output21_mean_squared_error: 30.2484 - output22_mean_squared_error: 22.6050 - output23_mean_squared_error: 15.5001 - output24_mean_squared_error: 21.9983 - output25_mean_squared_error: 28.0552 - output26_mean_squared_error: 14.6510 - output27_mean_squared_error: 29.2604 - output28_mean_squared_error: 22.4780 - output29_mean_squared_error: 29.8176 Epoch 1056/2000 121/121 [==============================] - 0s 943us/step - loss: 638.8671 - output00_loss: 12.4494 - output01_loss: 14.5009 - output02_loss: 22.7348 - output03_loss: 33.0323 - output04_loss: 28.1010 - output05_loss: 18.6008 - output06_loss: 21.9810 - output07_loss: 23.8033 - output08_loss: 14.6309 - output09_loss: 19.5315 - output10_loss: 19.2254 - output11_loss: 20.8299 - output12_loss: 17.1395 - output13_loss: 26.5297 - output14_loss: 19.1242 - output15_loss: 29.1757 - output16_loss: 20.7999 - output17_loss: 22.7597 - output18_loss: 14.2542 - output19_loss: 11.5933 - output20_loss: 13.4811 - output21_loss: 30.2457 - output22_loss: 22.6036 - output23_loss: 15.4996 - output24_loss: 21.9960 - output25_loss: 28.0540 - output26_loss: 14.6504 - output27_loss: 29.2578 - output28_loss: 22.4723 - output29_loss: 29.8089 - output00_mean_squared_error: 12.4494 - output01_mean_squared_error: 14.5009 - output02_mean_squared_error: 22.7348 - output03_mean_squared_error: 33.0323 - output04_mean_squared_error: 28.1010 - output05_mean_squared_error: 18.6008 - output06_mean_squared_error: 21.9810 - output07_mean_squared_error: 23.8033 - output08_mean_squared_error: 14.6309 - output09_mean_squared_error: 19.5315 - output10_mean_squared_error: 19.2254 - output11_mean_squared_error: 20.8299 - output12_mean_squared_error: 17.1395 - output13_mean_squared_error: 26.5297 - output14_mean_squared_error: 19.1242 - output15_mean_squared_error: 29.1757 - output16_mean_squared_error: 20.7999 - output17_mean_squared_error: 22.7597 - output18_mean_squared_error: 14.2542 - output19_mean_squared_error: 11.5933 - output20_mean_squared_error: 13.4811 - output21_mean_squared_error: 30.2457 - output22_mean_squared_error: 22.6036 - output23_mean_squared_error: 15.4996 - output24_mean_squared_error: 21.9960 - output25_mean_squared_error: 28.0540 - output26_mean_squared_error: 14.6504 - output27_mean_squared_error: 29.2578 - output28_mean_squared_error: 22.4723 - output29_mean_squared_error: 29.8089 Epoch 1057/2000 121/121 [==============================] - 0s 634us/step - loss: 638.7781 - output00_loss: 12.4491 - output01_loss: 14.4976 - output02_loss: 22.7308 - output03_loss: 33.0289 - output04_loss: 28.0944 - output05_loss: 18.6001 - output06_loss: 21.9741 - output07_loss: 23.7974 - output08_loss: 14.6288 - output09_loss: 19.5299 - output10_loss: 19.2248 - output11_loss: 20.8294 - output12_loss: 17.1373 - output13_loss: 26.5255 - output14_loss: 19.1199 - output15_loss: 29.1712 - output16_loss: 20.7996 - output17_loss: 22.7561 - output18_loss: 14.2536 - output19_loss: 11.5904 - output20_loss: 13.4762 - output21_loss: 30.2430 - output22_loss: 22.6022 - output23_loss: 15.4991 - output24_loss: 21.9938 - output25_loss: 28.0529 - output26_loss: 14.6498 - output27_loss: 29.2552 - output28_loss: 22.4667 - output29_loss: 29.8003 - output00_mean_squared_error: 12.4491 - output01_mean_squared_error: 14.4976 - output02_mean_squared_error: 22.7308 - output03_mean_squared_error: 33.0289 - output04_mean_squared_error: 28.0944 - output05_mean_squared_error: 18.6001 - output06_mean_squared_error: 21.9741 - output07_mean_squared_error: 23.7974 - output08_mean_squared_error: 14.6288 - output09_mean_squared_error: 19.5299 - output10_mean_squared_error: 19.2248 - output11_mean_squared_error: 20.8294 - output12_mean_squared_error: 17.1373 - output13_mean_squared_error: 26.5255 - output14_mean_squared_error: 19.1199 - output15_mean_squared_error: 29.1712 - output16_mean_squared_error: 20.7996 - output17_mean_squared_error: 22.7561 - output18_mean_squared_error: 14.2536 - output19_mean_squared_error: 11.5904 - output20_mean_squared_error: 13.4762 - output21_mean_squared_error: 30.2430 - output22_mean_squared_error: 22.6022 - output23_mean_squared_error: 15.4991 - output24_mean_squared_error: 21.9938 - output25_mean_squared_error: 28.0529 - output26_mean_squared_error: 14.6498 - output27_mean_squared_error: 29.2552 - output28_mean_squared_error: 22.4667 - output29_mean_squared_error: 29.8003 Epoch 1058/2000 121/121 [==============================] - 0s 855us/step - loss: 638.6893 - output00_loss: 12.4487 - output01_loss: 14.4943 - output02_loss: 22.7268 - output03_loss: 33.0254 - output04_loss: 28.0878 - output05_loss: 18.5994 - output06_loss: 21.9672 - output07_loss: 23.7915 - output08_loss: 14.6268 - output09_loss: 19.5283 - output10_loss: 19.2242 - output11_loss: 20.8290 - output12_loss: 17.1351 - output13_loss: 26.5214 - output14_loss: 19.1155 - output15_loss: 29.1667 - output16_loss: 20.7993 - output17_loss: 22.7525 - output18_loss: 14.2529 - output19_loss: 11.5875 - output20_loss: 13.4713 - output21_loss: 30.2403 - output22_loss: 22.6008 - output23_loss: 15.4986 - output24_loss: 21.9915 - output25_loss: 28.0518 - output26_loss: 14.6493 - output27_loss: 29.2526 - output28_loss: 22.4610 - output29_loss: 29.7916 - output00_mean_squared_error: 12.4487 - output01_mean_squared_error: 14.4943 - output02_mean_squared_error: 22.7268 - output03_mean_squared_error: 33.0254 - output04_mean_squared_error: 28.0878 - output05_mean_squared_error: 18.5994 - output06_mean_squared_error: 21.9672 - output07_mean_squared_error: 23.7915 - output08_mean_squared_error: 14.6268 - output09_mean_squared_error: 19.5283 - output10_mean_squared_error: 19.2242 - output11_mean_squared_error: 20.8290 - output12_mean_squared_error: 17.1351 - output13_mean_squared_error: 26.5214 - output14_mean_squared_error: 19.1155 - output15_mean_squared_error: 29.1667 - output16_mean_squared_error: 20.7993 - output17_mean_squared_error: 22.7525 - output18_mean_squared_error: 14.2529 - output19_mean_squared_error: 11.5875 - output20_mean_squared_error: 13.4713 - output21_mean_squared_error: 30.2403 - output22_mean_squared_error: 22.6008 - output23_mean_squared_error: 15.4986 - output24_mean_squared_error: 21.9915 - output25_mean_squared_error: 28.0518 - output26_mean_squared_error: 14.6493 - output27_mean_squared_error: 29.2526 - output28_mean_squared_error: 22.4610 - output29_mean_squared_error: 29.7916 Epoch 1059/2000 121/121 [==============================] - 0s 690us/step - loss: 638.6007 - output00_loss: 12.4484 - output01_loss: 14.4910 - output02_loss: 22.7229 - output03_loss: 33.0220 - output04_loss: 28.0813 - output05_loss: 18.5987 - output06_loss: 21.9604 - output07_loss: 23.7857 - output08_loss: 14.6248 - output09_loss: 19.5267 - output10_loss: 19.2236 - output11_loss: 20.8286 - output12_loss: 17.1329 - output13_loss: 26.5172 - output14_loss: 19.1112 - output15_loss: 29.1622 - output16_loss: 20.7990 - output17_loss: 22.7489 - output18_loss: 14.2523 - output19_loss: 11.5846 - output20_loss: 13.4664 - output21_loss: 30.2376 - output22_loss: 22.5994 - output23_loss: 15.4981 - output24_loss: 21.9892 - output25_loss: 28.0507 - output26_loss: 14.6487 - output27_loss: 29.2500 - output28_loss: 22.4553 - output29_loss: 29.7830 - output00_mean_squared_error: 12.4484 - output01_mean_squared_error: 14.4910 - output02_mean_squared_error: 22.7229 - output03_mean_squared_error: 33.0220 - output04_mean_squared_error: 28.0813 - output05_mean_squared_error: 18.5987 - output06_mean_squared_error: 21.9604 - output07_mean_squared_error: 23.7857 - output08_mean_squared_error: 14.6248 - output09_mean_squared_error: 19.5267 - output10_mean_squared_error: 19.2236 - output11_mean_squared_error: 20.8286 - output12_mean_squared_error: 17.1329 - output13_mean_squared_error: 26.5172 - output14_mean_squared_error: 19.1112 - output15_mean_squared_error: 29.1622 - output16_mean_squared_error: 20.7990 - output17_mean_squared_error: 22.7489 - output18_mean_squared_error: 14.2523 - output19_mean_squared_error: 11.5846 - output20_mean_squared_error: 13.4664 - output21_mean_squared_error: 30.2376 - output22_mean_squared_error: 22.5994 - output23_mean_squared_error: 15.4981 - output24_mean_squared_error: 21.9892 - output25_mean_squared_error: 28.0507 - output26_mean_squared_error: 14.6487 - output27_mean_squared_error: 29.2500 - output28_mean_squared_error: 22.4553 - output29_mean_squared_error: 29.7830 Epoch 1060/2000 121/121 [==============================] - 0s 689us/step - loss: 638.5125 - output00_loss: 12.4481 - output01_loss: 14.4877 - output02_loss: 22.7189 - output03_loss: 33.0186 - output04_loss: 28.0747 - output05_loss: 18.5980 - output06_loss: 21.9536 - output07_loss: 23.7798 - output08_loss: 14.6228 - output09_loss: 19.5251 - output10_loss: 19.2230 - output11_loss: 20.8281 - output12_loss: 17.1307 - output13_loss: 26.5131 - output14_loss: 19.1069 - output15_loss: 29.1577 - output16_loss: 20.7987 - output17_loss: 22.7453 - output18_loss: 14.2517 - output19_loss: 11.5817 - output20_loss: 13.4616 - output21_loss: 30.2349 - output22_loss: 22.5980 - output23_loss: 15.4976 - output24_loss: 21.9870 - output25_loss: 28.0496 - output26_loss: 14.6482 - output27_loss: 29.2475 - output28_loss: 22.4497 - output29_loss: 29.7744 - output00_mean_squared_error: 12.4481 - output01_mean_squared_error: 14.4877 - output02_mean_squared_error: 22.7189 - output03_mean_squared_error: 33.0186 - output04_mean_squared_error: 28.0747 - output05_mean_squared_error: 18.5980 - output06_mean_squared_error: 21.9536 - output07_mean_squared_error: 23.7798 - output08_mean_squared_error: 14.6228 - output09_mean_squared_error: 19.5251 - output10_mean_squared_error: 19.2230 - output11_mean_squared_error: 20.8281 - output12_mean_squared_error: 17.1307 - output13_mean_squared_error: 26.5131 - output14_mean_squared_error: 19.1069 - output15_mean_squared_error: 29.1577 - output16_mean_squared_error: 20.7987 - output17_mean_squared_error: 22.7453 - output18_mean_squared_error: 14.2517 - output19_mean_squared_error: 11.5817 - output20_mean_squared_error: 13.4616 - output21_mean_squared_error: 30.2349 - output22_mean_squared_error: 22.5980 - output23_mean_squared_error: 15.4976 - output24_mean_squared_error: 21.9870 - output25_mean_squared_error: 28.0496 - output26_mean_squared_error: 14.6482 - output27_mean_squared_error: 29.2475 - output28_mean_squared_error: 22.4497 - output29_mean_squared_error: 29.7744 Epoch 1061/2000 121/121 [==============================] - 0s 2ms/step - loss: 638.4243 - output00_loss: 12.4477 - output01_loss: 14.4844 - output02_loss: 22.7150 - output03_loss: 33.0152 - output04_loss: 28.0682 - output05_loss: 18.5973 - output06_loss: 21.9467 - output07_loss: 23.7740 - output08_loss: 14.6208 - output09_loss: 19.5235 - output10_loss: 19.2224 - output11_loss: 20.8277 - output12_loss: 17.1285 - output13_loss: 26.5090 - output14_loss: 19.1026 - output15_loss: 29.1532 - output16_loss: 20.7984 - output17_loss: 22.7417 - output18_loss: 14.2511 - output19_loss: 11.5789 - output20_loss: 13.4567 - output21_loss: 30.2322 - output22_loss: 22.5966 - output23_loss: 15.4971 - output24_loss: 21.9847 - output25_loss: 28.0485 - output26_loss: 14.6476 - output27_loss: 29.2449 - output28_loss: 22.4440 - output29_loss: 29.7658 - output00_mean_squared_error: 12.4477 - output01_mean_squared_error: 14.4844 - output02_mean_squared_error: 22.7150 - output03_mean_squared_error: 33.0152 - output04_mean_squared_error: 28.0682 - output05_mean_squared_error: 18.5973 - output06_mean_squared_error: 21.9467 - output07_mean_squared_error: 23.7740 - output08_mean_squared_error: 14.6208 - output09_mean_squared_error: 19.5235 - output10_mean_squared_error: 19.2224 - output11_mean_squared_error: 20.8277 - output12_mean_squared_error: 17.1285 - output13_mean_squared_error: 26.5090 - output14_mean_squared_error: 19.1026 - output15_mean_squared_error: 29.1532 - output16_mean_squared_error: 20.7984 - output17_mean_squared_error: 22.7417 - output18_mean_squared_error: 14.2511 - output19_mean_squared_error: 11.5789 - output20_mean_squared_error: 13.4567 - output21_mean_squared_error: 30.2322 - output22_mean_squared_error: 22.5966 - output23_mean_squared_error: 15.4971 - output24_mean_squared_error: 21.9847 - output25_mean_squared_error: 28.0485 - output26_mean_squared_error: 14.6476 - output27_mean_squared_error: 29.2449 - output28_mean_squared_error: 22.4440 - output29_mean_squared_error: 29.7658 Epoch 1062/2000 121/121 [==============================] - 0s 798us/step - loss: 638.3364 - output00_loss: 12.4474 - output01_loss: 14.4811 - output02_loss: 22.7111 - output03_loss: 33.0118 - output04_loss: 28.0616 - output05_loss: 18.5966 - output06_loss: 21.9399 - output07_loss: 23.7682 - output08_loss: 14.6189 - output09_loss: 19.5219 - output10_loss: 19.2218 - output11_loss: 20.8272 - output12_loss: 17.1263 - output13_loss: 26.5048 - output14_loss: 19.0983 - output15_loss: 29.1488 - output16_loss: 20.7981 - output17_loss: 22.7382 - output18_loss: 14.2505 - output19_loss: 11.5760 - output20_loss: 13.4519 - output21_loss: 30.2295 - output22_loss: 22.5952 - output23_loss: 15.4966 - output24_loss: 21.9825 - output25_loss: 28.0474 - output26_loss: 14.6470 - output27_loss: 29.2423 - output28_loss: 22.4384 - output29_loss: 29.7572 - output00_mean_squared_error: 12.4474 - output01_mean_squared_error: 14.4811 - output02_mean_squared_error: 22.7111 - output03_mean_squared_error: 33.0118 - output04_mean_squared_error: 28.0616 - output05_mean_squared_error: 18.5966 - output06_mean_squared_error: 21.9399 - output07_mean_squared_error: 23.7682 - output08_mean_squared_error: 14.6189 - output09_mean_squared_error: 19.5219 - output10_mean_squared_error: 19.2218 - output11_mean_squared_error: 20.8272 - output12_mean_squared_error: 17.1263 - output13_mean_squared_error: 26.5048 - output14_mean_squared_error: 19.0983 - output15_mean_squared_error: 29.1488 - output16_mean_squared_error: 20.7981 - output17_mean_squared_error: 22.7382 - output18_mean_squared_error: 14.2505 - output19_mean_squared_error: 11.5760 - output20_mean_squared_error: 13.4519 - output21_mean_squared_error: 30.2295 - output22_mean_squared_error: 22.5952 - output23_mean_squared_error: 15.4966 - output24_mean_squared_error: 21.9825 - output25_mean_squared_error: 28.0474 - output26_mean_squared_error: 14.6470 - output27_mean_squared_error: 29.2423 - output28_mean_squared_error: 22.4384 - output29_mean_squared_error: 29.7572 Epoch 1063/2000 121/121 [==============================] - 0s 1ms/step - loss: 638.2485 - output00_loss: 12.4471 - output01_loss: 14.4778 - output02_loss: 22.7072 - output03_loss: 33.0084 - output04_loss: 28.0551 - output05_loss: 18.5959 - output06_loss: 21.9331 - output07_loss: 23.7624 - output08_loss: 14.6169 - output09_loss: 19.5204 - output10_loss: 19.2211 - output11_loss: 20.8268 - output12_loss: 17.1242 - output13_loss: 26.5007 - output14_loss: 19.0940 - output15_loss: 29.1443 - output16_loss: 20.7978 - output17_loss: 22.7346 - output18_loss: 14.2499 - output19_loss: 11.5731 - output20_loss: 13.4470 - output21_loss: 30.2268 - output22_loss: 22.5938 - output23_loss: 15.4961 - output24_loss: 21.9802 - output25_loss: 28.0463 - output26_loss: 14.6465 - output27_loss: 29.2398 - output28_loss: 22.4328 - output29_loss: 29.7486 - output00_mean_squared_error: 12.4471 - output01_mean_squared_error: 14.4778 - output02_mean_squared_error: 22.7072 - output03_mean_squared_error: 33.0084 - output04_mean_squared_error: 28.0551 - output05_mean_squared_error: 18.5959 - output06_mean_squared_error: 21.9331 - output07_mean_squared_error: 23.7624 - output08_mean_squared_error: 14.6169 - output09_mean_squared_error: 19.5204 - output10_mean_squared_error: 19.2211 - output11_mean_squared_error: 20.8268 - output12_mean_squared_error: 17.1242 - output13_mean_squared_error: 26.5007 - output14_mean_squared_error: 19.0940 - output15_mean_squared_error: 29.1443 - output16_mean_squared_error: 20.7978 - output17_mean_squared_error: 22.7346 - output18_mean_squared_error: 14.2499 - output19_mean_squared_error: 11.5731 - output20_mean_squared_error: 13.4470 - output21_mean_squared_error: 30.2268 - output22_mean_squared_error: 22.5938 - output23_mean_squared_error: 15.4961 - output24_mean_squared_error: 21.9802 - output25_mean_squared_error: 28.0463 - output26_mean_squared_error: 14.6465 - output27_mean_squared_error: 29.2398 - output28_mean_squared_error: 22.4328 - output29_mean_squared_error: 29.7486 Epoch 1064/2000 121/121 [==============================] - 0s 1ms/step - loss: 638.1610 - output00_loss: 12.4467 - output01_loss: 14.4745 - output02_loss: 22.7032 - output03_loss: 33.0050 - output04_loss: 28.0486 - output05_loss: 18.5952 - output06_loss: 21.9263 - output07_loss: 23.7566 - output08_loss: 14.6149 - output09_loss: 19.5188 - output10_loss: 19.2205 - output11_loss: 20.8264 - output12_loss: 17.1220 - output13_loss: 26.4966 - output14_loss: 19.0897 - output15_loss: 29.1398 - output16_loss: 20.7975 - output17_loss: 22.7310 - output18_loss: 14.2493 - output19_loss: 11.5703 - output20_loss: 13.4422 - output21_loss: 30.2242 - output22_loss: 22.5924 - output23_loss: 15.4956 - output24_loss: 21.9780 - output25_loss: 28.0452 - output26_loss: 14.6459 - output27_loss: 29.2372 - output28_loss: 22.4272 - output29_loss: 29.7400 - output00_mean_squared_error: 12.4467 - output01_mean_squared_error: 14.4745 - output02_mean_squared_error: 22.7032 - output03_mean_squared_error: 33.0050 - output04_mean_squared_error: 28.0486 - output05_mean_squared_error: 18.5952 - output06_mean_squared_error: 21.9263 - output07_mean_squared_error: 23.7566 - output08_mean_squared_error: 14.6149 - output09_mean_squared_error: 19.5188 - output10_mean_squared_error: 19.2205 - output11_mean_squared_error: 20.8264 - output12_mean_squared_error: 17.1220 - output13_mean_squared_error: 26.4966 - output14_mean_squared_error: 19.0897 - output15_mean_squared_error: 29.1398 - output16_mean_squared_error: 20.7975 - output17_mean_squared_error: 22.7310 - output18_mean_squared_error: 14.2493 - output19_mean_squared_error: 11.5703 - output20_mean_squared_error: 13.4422 - output21_mean_squared_error: 30.2242 - output22_mean_squared_error: 22.5924 - output23_mean_squared_error: 15.4956 - output24_mean_squared_error: 21.9780 - output25_mean_squared_error: 28.0452 - output26_mean_squared_error: 14.6459 - output27_mean_squared_error: 29.2372 - output28_mean_squared_error: 22.4272 - output29_mean_squared_error: 29.7400 Epoch 1065/2000 121/121 [==============================] - 0s 1ms/step - loss: 638.0737 - output00_loss: 12.4464 - output01_loss: 14.4712 - output02_loss: 22.6993 - output03_loss: 33.0016 - output04_loss: 28.0421 - output05_loss: 18.5945 - output06_loss: 21.9195 - output07_loss: 23.7508 - output08_loss: 14.6130 - output09_loss: 19.5172 - output10_loss: 19.2199 - output11_loss: 20.8259 - output12_loss: 17.1198 - output13_loss: 26.4925 - output14_loss: 19.0854 - output15_loss: 29.1354 - output16_loss: 20.7973 - output17_loss: 22.7275 - output18_loss: 14.2487 - output19_loss: 11.5674 - output20_loss: 13.4374 - output21_loss: 30.2215 - output22_loss: 22.5910 - output23_loss: 15.4951 - output24_loss: 21.9758 - output25_loss: 28.0442 - output26_loss: 14.6454 - output27_loss: 29.2347 - output28_loss: 22.4216 - output29_loss: 29.7315 - output00_mean_squared_error: 12.4464 - output01_mean_squared_error: 14.4712 - output02_mean_squared_error: 22.6993 - output03_mean_squared_error: 33.0016 - output04_mean_squared_error: 28.0421 - output05_mean_squared_error: 18.5945 - output06_mean_squared_error: 21.9195 - output07_mean_squared_error: 23.7508 - output08_mean_squared_error: 14.6130 - output09_mean_squared_error: 19.5172 - output10_mean_squared_error: 19.2199 - output11_mean_squared_error: 20.8259 - output12_mean_squared_error: 17.1198 - output13_mean_squared_error: 26.4925 - output14_mean_squared_error: 19.0854 - output15_mean_squared_error: 29.1354 - output16_mean_squared_error: 20.7973 - output17_mean_squared_error: 22.7275 - output18_mean_squared_error: 14.2487 - output19_mean_squared_error: 11.5674 - output20_mean_squared_error: 13.4374 - output21_mean_squared_error: 30.2215 - output22_mean_squared_error: 22.5910 - output23_mean_squared_error: 15.4951 - output24_mean_squared_error: 21.9758 - output25_mean_squared_error: 28.0442 - output26_mean_squared_error: 14.6454 - output27_mean_squared_error: 29.2347 - output28_mean_squared_error: 22.4216 - output29_mean_squared_error: 29.7315 Epoch 1066/2000 121/121 [==============================] - 0s 1ms/step - loss: 637.9865 - output00_loss: 12.4461 - output01_loss: 14.4680 - output02_loss: 22.6954 - output03_loss: 32.9983 - output04_loss: 28.0356 - output05_loss: 18.5939 - output06_loss: 21.9128 - output07_loss: 23.7450 - output08_loss: 14.6110 - output09_loss: 19.5156 - output10_loss: 19.2193 - output11_loss: 20.8255 - output12_loss: 17.1177 - output13_loss: 26.4884 - output14_loss: 19.0812 - output15_loss: 29.1309 - output16_loss: 20.7970 - output17_loss: 22.7240 - output18_loss: 14.2481 - output19_loss: 11.5645 - output20_loss: 13.4326 - output21_loss: 30.2189 - output22_loss: 22.5897 - output23_loss: 15.4946 - output24_loss: 21.9735 - output25_loss: 28.0431 - output26_loss: 14.6449 - output27_loss: 29.2321 - output28_loss: 22.4160 - output29_loss: 29.7230 - output00_mean_squared_error: 12.4461 - output01_mean_squared_error: 14.4680 - output02_mean_squared_error: 22.6954 - output03_mean_squared_error: 32.9983 - output04_mean_squared_error: 28.0356 - output05_mean_squared_error: 18.5939 - output06_mean_squared_error: 21.9128 - output07_mean_squared_error: 23.7450 - output08_mean_squared_error: 14.6110 - output09_mean_squared_error: 19.5156 - output10_mean_squared_error: 19.2193 - output11_mean_squared_error: 20.8255 - output12_mean_squared_error: 17.1177 - output13_mean_squared_error: 26.4884 - output14_mean_squared_error: 19.0812 - output15_mean_squared_error: 29.1309 - output16_mean_squared_error: 20.7970 - output17_mean_squared_error: 22.7240 - output18_mean_squared_error: 14.2481 - output19_mean_squared_error: 11.5645 - output20_mean_squared_error: 13.4326 - output21_mean_squared_error: 30.2189 - output22_mean_squared_error: 22.5897 - output23_mean_squared_error: 15.4946 - output24_mean_squared_error: 21.9735 - output25_mean_squared_error: 28.0431 - output26_mean_squared_error: 14.6449 - output27_mean_squared_error: 29.2321 - output28_mean_squared_error: 22.4160 - output29_mean_squared_error: 29.7230 Epoch 1067/2000 121/121 [==============================] - 0s 1ms/step - loss: 637.8994 - output00_loss: 12.4458 - output01_loss: 14.4647 - output02_loss: 22.6916 - output03_loss: 32.9949 - output04_loss: 28.0291 - output05_loss: 18.5932 - output06_loss: 21.9060 - output07_loss: 23.7392 - output08_loss: 14.6090 - output09_loss: 19.5141 - output10_loss: 19.2188 - output11_loss: 20.8251 - output12_loss: 17.1155 - output13_loss: 26.4843 - output14_loss: 19.0769 - output15_loss: 29.1265 - output16_loss: 20.7967 - output17_loss: 22.7204 - output18_loss: 14.2475 - output19_loss: 11.5617 - output20_loss: 13.4278 - output21_loss: 30.2162 - output22_loss: 22.5883 - output23_loss: 15.4941 - output24_loss: 21.9713 - output25_loss: 28.0420 - output26_loss: 14.6443 - output27_loss: 29.2296 - output28_loss: 22.4104 - output29_loss: 29.7144 - output00_mean_squared_error: 12.4458 - output01_mean_squared_error: 14.4647 - output02_mean_squared_error: 22.6916 - output03_mean_squared_error: 32.9949 - output04_mean_squared_error: 28.0291 - output05_mean_squared_error: 18.5932 - output06_mean_squared_error: 21.9060 - output07_mean_squared_error: 23.7392 - output08_mean_squared_error: 14.6090 - output09_mean_squared_error: 19.5141 - output10_mean_squared_error: 19.2188 - output11_mean_squared_error: 20.8251 - output12_mean_squared_error: 17.1155 - output13_mean_squared_error: 26.4843 - output14_mean_squared_error: 19.0769 - output15_mean_squared_error: 29.1265 - output16_mean_squared_error: 20.7967 - output17_mean_squared_error: 22.7204 - output18_mean_squared_error: 14.2475 - output19_mean_squared_error: 11.5617 - output20_mean_squared_error: 13.4278 - output21_mean_squared_error: 30.2162 - output22_mean_squared_error: 22.5883 - output23_mean_squared_error: 15.4941 - output24_mean_squared_error: 21.9713 - output25_mean_squared_error: 28.0420 - output26_mean_squared_error: 14.6443 - output27_mean_squared_error: 29.2296 - output28_mean_squared_error: 22.4104 - output29_mean_squared_error: 29.7144 Epoch 1068/2000 121/121 [==============================] - 0s 1ms/step - loss: 637.8128 - output00_loss: 12.4455 - output01_loss: 14.4614 - output02_loss: 22.6877 - output03_loss: 32.9916 - output04_loss: 28.0226 - output05_loss: 18.5925 - output06_loss: 21.8993 - output07_loss: 23.7335 - output08_loss: 14.6071 - output09_loss: 19.5125 - output10_loss: 19.2182 - output11_loss: 20.8247 - output12_loss: 17.1134 - output13_loss: 26.4802 - output14_loss: 19.0727 - output15_loss: 29.1221 - output16_loss: 20.7964 - output17_loss: 22.7169 - output18_loss: 14.2469 - output19_loss: 11.5588 - output20_loss: 13.4231 - output21_loss: 30.2136 - output22_loss: 22.5869 - output23_loss: 15.4936 - output24_loss: 21.9691 - output25_loss: 28.0409 - output26_loss: 14.6438 - output27_loss: 29.2270 - output28_loss: 22.4048 - output29_loss: 29.7059 - output00_mean_squared_error: 12.4455 - output01_mean_squared_error: 14.4614 - output02_mean_squared_error: 22.6877 - output03_mean_squared_error: 32.9916 - output04_mean_squared_error: 28.0226 - output05_mean_squared_error: 18.5925 - output06_mean_squared_error: 21.8993 - output07_mean_squared_error: 23.7335 - output08_mean_squared_error: 14.6071 - output09_mean_squared_error: 19.5125 - output10_mean_squared_error: 19.2182 - output11_mean_squared_error: 20.8247 - output12_mean_squared_error: 17.1134 - output13_mean_squared_error: 26.4802 - output14_mean_squared_error: 19.0727 - output15_mean_squared_error: 29.1221 - output16_mean_squared_error: 20.7964 - output17_mean_squared_error: 22.7169 - output18_mean_squared_error: 14.2469 - output19_mean_squared_error: 11.5588 - output20_mean_squared_error: 13.4231 - output21_mean_squared_error: 30.2136 - output22_mean_squared_error: 22.5869 - output23_mean_squared_error: 15.4936 - output24_mean_squared_error: 21.9691 - output25_mean_squared_error: 28.0409 - output26_mean_squared_error: 14.6438 - output27_mean_squared_error: 29.2270 - output28_mean_squared_error: 22.4048 - output29_mean_squared_error: 29.7059 Epoch 1069/2000 121/121 [==============================] - 0s 890us/step - loss: 637.7262 - output00_loss: 12.4451 - output01_loss: 14.4582 - output02_loss: 22.6838 - output03_loss: 32.9883 - output04_loss: 28.0162 - output05_loss: 18.5918 - output06_loss: 21.8926 - output07_loss: 23.7277 - output08_loss: 14.6051 - output09_loss: 19.5110 - output10_loss: 19.2176 - output11_loss: 20.8242 - output12_loss: 17.1113 - output13_loss: 26.4761 - output14_loss: 19.0684 - output15_loss: 29.1176 - output16_loss: 20.7961 - output17_loss: 22.7134 - output18_loss: 14.2463 - output19_loss: 11.5560 - output20_loss: 13.4183 - output21_loss: 30.2110 - output22_loss: 22.5856 - output23_loss: 15.4931 - output24_loss: 21.9669 - output25_loss: 28.0399 - output26_loss: 14.6432 - output27_loss: 29.2245 - output28_loss: 22.3993 - output29_loss: 29.6974 - output00_mean_squared_error: 12.4451 - output01_mean_squared_error: 14.4582 - output02_mean_squared_error: 22.6838 - output03_mean_squared_error: 32.9883 - output04_mean_squared_error: 28.0162 - output05_mean_squared_error: 18.5918 - output06_mean_squared_error: 21.8926 - output07_mean_squared_error: 23.7277 - output08_mean_squared_error: 14.6051 - output09_mean_squared_error: 19.5110 - output10_mean_squared_error: 19.2176 - output11_mean_squared_error: 20.8242 - output12_mean_squared_error: 17.1113 - output13_mean_squared_error: 26.4761 - output14_mean_squared_error: 19.0684 - output15_mean_squared_error: 29.1176 - output16_mean_squared_error: 20.7961 - output17_mean_squared_error: 22.7134 - output18_mean_squared_error: 14.2463 - output19_mean_squared_error: 11.5560 - output20_mean_squared_error: 13.4183 - output21_mean_squared_error: 30.2110 - output22_mean_squared_error: 22.5856 - output23_mean_squared_error: 15.4931 - output24_mean_squared_error: 21.9669 - output25_mean_squared_error: 28.0399 - output26_mean_squared_error: 14.6432 - output27_mean_squared_error: 29.2245 - output28_mean_squared_error: 22.3993 - output29_mean_squared_error: 29.6974 Epoch 1070/2000 121/121 [==============================] - 0s 1ms/step - loss: 637.6397 - output00_loss: 12.4448 - output01_loss: 14.4549 - output02_loss: 22.6799 - output03_loss: 32.9850 - output04_loss: 28.0097 - output05_loss: 18.5911 - output06_loss: 21.8859 - output07_loss: 23.7220 - output08_loss: 14.6032 - output09_loss: 19.5094 - output10_loss: 19.2170 - output11_loss: 20.8238 - output12_loss: 17.1091 - output13_loss: 26.4721 - output14_loss: 19.0642 - output15_loss: 29.1132 - output16_loss: 20.7958 - output17_loss: 22.7099 - output18_loss: 14.2457 - output19_loss: 11.5531 - output20_loss: 13.4135 - output21_loss: 30.2084 - output22_loss: 22.5842 - output23_loss: 15.4927 - output24_loss: 21.9647 - output25_loss: 28.0388 - output26_loss: 14.6427 - output27_loss: 29.2220 - output28_loss: 22.3937 - output29_loss: 29.6889 - output00_mean_squared_error: 12.4448 - output01_mean_squared_error: 14.4549 - output02_mean_squared_error: 22.6799 - output03_mean_squared_error: 32.9850 - output04_mean_squared_error: 28.0097 - output05_mean_squared_error: 18.5911 - output06_mean_squared_error: 21.8859 - output07_mean_squared_error: 23.7220 - output08_mean_squared_error: 14.6032 - output09_mean_squared_error: 19.5094 - output10_mean_squared_error: 19.2170 - output11_mean_squared_error: 20.8238 - output12_mean_squared_error: 17.1091 - output13_mean_squared_error: 26.4721 - output14_mean_squared_error: 19.0642 - output15_mean_squared_error: 29.1132 - output16_mean_squared_error: 20.7958 - output17_mean_squared_error: 22.7099 - output18_mean_squared_error: 14.2457 - output19_mean_squared_error: 11.5531 - output20_mean_squared_error: 13.4135 - output21_mean_squared_error: 30.2084 - output22_mean_squared_error: 22.5842 - output23_mean_squared_error: 15.4927 - output24_mean_squared_error: 21.9647 - output25_mean_squared_error: 28.0388 - output26_mean_squared_error: 14.6427 - output27_mean_squared_error: 29.2220 - output28_mean_squared_error: 22.3937 - output29_mean_squared_error: 29.6889 Epoch 1071/2000 121/121 [==============================] - 0s 1ms/step - loss: 637.5534 - output00_loss: 12.4445 - output01_loss: 14.4517 - output02_loss: 22.6761 - output03_loss: 32.9817 - output04_loss: 28.0033 - output05_loss: 18.5905 - output06_loss: 21.8792 - output07_loss: 23.7163 - output08_loss: 14.6013 - output09_loss: 19.5079 - output10_loss: 19.2164 - output11_loss: 20.8234 - output12_loss: 17.1070 - output13_loss: 26.4680 - output14_loss: 19.0599 - output15_loss: 29.1088 - output16_loss: 20.7955 - output17_loss: 22.7064 - output18_loss: 14.2451 - output19_loss: 11.5503 - output20_loss: 13.4088 - output21_loss: 30.2058 - output22_loss: 22.5829 - output23_loss: 15.4922 - output24_loss: 21.9625 - output25_loss: 28.0377 - output26_loss: 14.6422 - output27_loss: 29.2195 - output28_loss: 22.3881 - output29_loss: 29.6805 - output00_mean_squared_error: 12.4445 - output01_mean_squared_error: 14.4517 - output02_mean_squared_error: 22.6761 - output03_mean_squared_error: 32.9817 - output04_mean_squared_error: 28.0033 - output05_mean_squared_error: 18.5905 - output06_mean_squared_error: 21.8792 - output07_mean_squared_error: 23.7163 - output08_mean_squared_error: 14.6013 - output09_mean_squared_error: 19.5079 - output10_mean_squared_error: 19.2164 - output11_mean_squared_error: 20.8234 - output12_mean_squared_error: 17.1070 - output13_mean_squared_error: 26.4680 - output14_mean_squared_error: 19.0599 - output15_mean_squared_error: 29.1088 - output16_mean_squared_error: 20.7955 - output17_mean_squared_error: 22.7064 - output18_mean_squared_error: 14.2451 - output19_mean_squared_error: 11.5503 - output20_mean_squared_error: 13.4088 - output21_mean_squared_error: 30.2058 - output22_mean_squared_error: 22.5829 - output23_mean_squared_error: 15.4922 - output24_mean_squared_error: 21.9625 - output25_mean_squared_error: 28.0377 - output26_mean_squared_error: 14.6422 - output27_mean_squared_error: 29.2195 - output28_mean_squared_error: 22.3881 - output29_mean_squared_error: 29.6805 Epoch 1072/2000 121/121 [==============================] - 0s 1ms/step - loss: 637.4675 - output00_loss: 12.4442 - output01_loss: 14.4485 - output02_loss: 22.6722 - output03_loss: 32.9784 - output04_loss: 27.9969 - output05_loss: 18.5898 - output06_loss: 21.8725 - output07_loss: 23.7105 - output08_loss: 14.5994 - output09_loss: 19.5064 - output10_loss: 19.2158 - output11_loss: 20.8230 - output12_loss: 17.1049 - output13_loss: 26.4639 - output14_loss: 19.0557 - output15_loss: 29.1044 - output16_loss: 20.7953 - output17_loss: 22.7029 - output18_loss: 14.2446 - output19_loss: 11.5475 - output20_loss: 13.4041 - output21_loss: 30.2032 - output22_loss: 22.5816 - output23_loss: 15.4917 - output24_loss: 21.9603 - output25_loss: 28.0367 - output26_loss: 14.6417 - output27_loss: 29.2170 - output28_loss: 22.3826 - output29_loss: 29.6720 - output00_mean_squared_error: 12.4442 - output01_mean_squared_error: 14.4485 - output02_mean_squared_error: 22.6722 - output03_mean_squared_error: 32.9784 - output04_mean_squared_error: 27.9969 - output05_mean_squared_error: 18.5898 - output06_mean_squared_error: 21.8725 - output07_mean_squared_error: 23.7105 - output08_mean_squared_error: 14.5994 - output09_mean_squared_error: 19.5064 - output10_mean_squared_error: 19.2158 - output11_mean_squared_error: 20.8230 - output12_mean_squared_error: 17.1049 - output13_mean_squared_error: 26.4639 - output14_mean_squared_error: 19.0557 - output15_mean_squared_error: 29.1044 - output16_mean_squared_error: 20.7953 - output17_mean_squared_error: 22.7029 - output18_mean_squared_error: 14.2446 - output19_mean_squared_error: 11.5475 - output20_mean_squared_error: 13.4041 - output21_mean_squared_error: 30.2032 - output22_mean_squared_error: 22.5816 - output23_mean_squared_error: 15.4917 - output24_mean_squared_error: 21.9603 - output25_mean_squared_error: 28.0367 - output26_mean_squared_error: 14.6417 - output27_mean_squared_error: 29.2170 - output28_mean_squared_error: 22.3826 - output29_mean_squared_error: 29.6720 Epoch 1073/2000 121/121 [==============================] - 0s 1ms/step - loss: 637.3816 - output00_loss: 12.4439 - output01_loss: 14.4452 - output02_loss: 22.6684 - output03_loss: 32.9751 - output04_loss: 27.9904 - output05_loss: 18.5891 - output06_loss: 21.8658 - output07_loss: 23.7048 - output08_loss: 14.5974 - output09_loss: 19.5048 - output10_loss: 19.2152 - output11_loss: 20.8226 - output12_loss: 17.1028 - output13_loss: 26.4599 - output14_loss: 19.0515 - output15_loss: 29.1000 - output16_loss: 20.7950 - output17_loss: 22.6994 - output18_loss: 14.2440 - output19_loss: 11.5446 - output20_loss: 13.3993 - output21_loss: 30.2006 - output22_loss: 22.5802 - output23_loss: 15.4912 - output24_loss: 21.9582 - output25_loss: 28.0356 - output26_loss: 14.6411 - output27_loss: 29.2145 - output28_loss: 22.3771 - output29_loss: 29.6636 - output00_mean_squared_error: 12.4439 - output01_mean_squared_error: 14.4452 - output02_mean_squared_error: 22.6684 - output03_mean_squared_error: 32.9751 - output04_mean_squared_error: 27.9904 - output05_mean_squared_error: 18.5891 - output06_mean_squared_error: 21.8658 - output07_mean_squared_error: 23.7048 - output08_mean_squared_error: 14.5974 - output09_mean_squared_error: 19.5048 - output10_mean_squared_error: 19.2152 - output11_mean_squared_error: 20.8226 - output12_mean_squared_error: 17.1028 - output13_mean_squared_error: 26.4599 - output14_mean_squared_error: 19.0515 - output15_mean_squared_error: 29.1000 - output16_mean_squared_error: 20.7950 - output17_mean_squared_error: 22.6994 - output18_mean_squared_error: 14.2440 - output19_mean_squared_error: 11.5446 - output20_mean_squared_error: 13.3993 - output21_mean_squared_error: 30.2006 - output22_mean_squared_error: 22.5802 - output23_mean_squared_error: 15.4912 - output24_mean_squared_error: 21.9582 - output25_mean_squared_error: 28.0356 - output26_mean_squared_error: 14.6411 - output27_mean_squared_error: 29.2145 - output28_mean_squared_error: 22.3771 - output29_mean_squared_error: 29.6636 Epoch 1074/2000 121/121 [==============================] - 0s 1ms/step - loss: 637.2961 - output00_loss: 12.4436 - output01_loss: 14.4420 - output02_loss: 22.6645 - output03_loss: 32.9718 - output04_loss: 27.9840 - output05_loss: 18.5885 - output06_loss: 21.8591 - output07_loss: 23.6992 - output08_loss: 14.5955 - output09_loss: 19.5033 - output10_loss: 19.2146 - output11_loss: 20.8222 - output12_loss: 17.1007 - output13_loss: 26.4558 - output14_loss: 19.0473 - output15_loss: 29.0956 - output16_loss: 20.7947 - output17_loss: 22.6960 - output18_loss: 14.2434 - output19_loss: 11.5418 - output20_loss: 13.3946 - output21_loss: 30.1980 - output22_loss: 22.5789 - output23_loss: 15.4907 - output24_loss: 21.9560 - output25_loss: 28.0346 - output26_loss: 14.6406 - output27_loss: 29.2120 - output28_loss: 22.3716 - output29_loss: 29.6551 - output00_mean_squared_error: 12.4436 - output01_mean_squared_error: 14.4420 - output02_mean_squared_error: 22.6645 - output03_mean_squared_error: 32.9718 - output04_mean_squared_error: 27.9840 - output05_mean_squared_error: 18.5885 - output06_mean_squared_error: 21.8591 - output07_mean_squared_error: 23.6992 - output08_mean_squared_error: 14.5955 - output09_mean_squared_error: 19.5033 - output10_mean_squared_error: 19.2146 - output11_mean_squared_error: 20.8222 - output12_mean_squared_error: 17.1007 - output13_mean_squared_error: 26.4558 - output14_mean_squared_error: 19.0473 - output15_mean_squared_error: 29.0956 - output16_mean_squared_error: 20.7947 - output17_mean_squared_error: 22.6960 - output18_mean_squared_error: 14.2434 - output19_mean_squared_error: 11.5418 - output20_mean_squared_error: 13.3946 - output21_mean_squared_error: 30.1980 - output22_mean_squared_error: 22.5789 - output23_mean_squared_error: 15.4907 - output24_mean_squared_error: 21.9560 - output25_mean_squared_error: 28.0346 - output26_mean_squared_error: 14.6406 - output27_mean_squared_error: 29.2120 - output28_mean_squared_error: 22.3716 - output29_mean_squared_error: 29.6551 Epoch 1075/2000 121/121 [==============================] - 0s 1ms/step - loss: 637.2105 - output00_loss: 12.4433 - output01_loss: 14.4388 - output02_loss: 22.6607 - output03_loss: 32.9686 - output04_loss: 27.9776 - output05_loss: 18.5878 - output06_loss: 21.8525 - output07_loss: 23.6935 - output08_loss: 14.5936 - output09_loss: 19.5018 - output10_loss: 19.2141 - output11_loss: 20.8218 - output12_loss: 17.0986 - output13_loss: 26.4518 - output14_loss: 19.0431 - output15_loss: 29.0913 - output16_loss: 20.7944 - output17_loss: 22.6925 - output18_loss: 14.2428 - output19_loss: 11.5390 - output20_loss: 13.3899 - output21_loss: 30.1955 - output22_loss: 22.5776 - output23_loss: 15.4903 - output24_loss: 21.9538 - output25_loss: 28.0335 - output26_loss: 14.6401 - output27_loss: 29.2095 - output28_loss: 22.3660 - output29_loss: 29.6467 - output00_mean_squared_error: 12.4433 - output01_mean_squared_error: 14.4388 - output02_mean_squared_error: 22.6607 - output03_mean_squared_error: 32.9686 - output04_mean_squared_error: 27.9776 - output05_mean_squared_error: 18.5878 - output06_mean_squared_error: 21.8525 - output07_mean_squared_error: 23.6935 - output08_mean_squared_error: 14.5936 - output09_mean_squared_error: 19.5018 - output10_mean_squared_error: 19.2141 - output11_mean_squared_error: 20.8218 - output12_mean_squared_error: 17.0986 - output13_mean_squared_error: 26.4518 - output14_mean_squared_error: 19.0431 - output15_mean_squared_error: 29.0913 - output16_mean_squared_error: 20.7944 - output17_mean_squared_error: 22.6925 - output18_mean_squared_error: 14.2428 - output19_mean_squared_error: 11.5390 - output20_mean_squared_error: 13.3899 - output21_mean_squared_error: 30.1955 - output22_mean_squared_error: 22.5776 - output23_mean_squared_error: 15.4903 - output24_mean_squared_error: 21.9538 - output25_mean_squared_error: 28.0335 - output26_mean_squared_error: 14.6401 - output27_mean_squared_error: 29.2095 - output28_mean_squared_error: 22.3660 - output29_mean_squared_error: 29.6467 Epoch 1076/2000 121/121 [==============================] - 0s 796us/step - loss: 637.1253 - output00_loss: 12.4429 - output01_loss: 14.4356 - output02_loss: 22.6569 - output03_loss: 32.9653 - output04_loss: 27.9712 - output05_loss: 18.5871 - output06_loss: 21.8459 - output07_loss: 23.6878 - output08_loss: 14.5917 - output09_loss: 19.5003 - output10_loss: 19.2135 - output11_loss: 20.8214 - output12_loss: 17.0966 - output13_loss: 26.4478 - output14_loss: 19.0389 - output15_loss: 29.0869 - output16_loss: 20.7942 - output17_loss: 22.6890 - output18_loss: 14.2423 - output19_loss: 11.5361 - output20_loss: 13.3852 - output21_loss: 30.1929 - output22_loss: 22.5762 - output23_loss: 15.4898 - output24_loss: 21.9517 - output25_loss: 28.0325 - output26_loss: 14.6396 - output27_loss: 29.2070 - output28_loss: 22.3605 - output29_loss: 29.6383 - output00_mean_squared_error: 12.4429 - output01_mean_squared_error: 14.4356 - output02_mean_squared_error: 22.6569 - output03_mean_squared_error: 32.9653 - output04_mean_squared_error: 27.9712 - output05_mean_squared_error: 18.5871 - output06_mean_squared_error: 21.8459 - output07_mean_squared_error: 23.6878 - output08_mean_squared_error: 14.5917 - output09_mean_squared_error: 19.5003 - output10_mean_squared_error: 19.2135 - output11_mean_squared_error: 20.8214 - output12_mean_squared_error: 17.0966 - output13_mean_squared_error: 26.4478 - output14_mean_squared_error: 19.0389 - output15_mean_squared_error: 29.0869 - output16_mean_squared_error: 20.7942 - output17_mean_squared_error: 22.6890 - output18_mean_squared_error: 14.2423 - output19_mean_squared_error: 11.5361 - output20_mean_squared_error: 13.3852 - output21_mean_squared_error: 30.1929 - output22_mean_squared_error: 22.5762 - output23_mean_squared_error: 15.4898 - output24_mean_squared_error: 21.9517 - output25_mean_squared_error: 28.0325 - output26_mean_squared_error: 14.6396 - output27_mean_squared_error: 29.2070 - output28_mean_squared_error: 22.3605 - output29_mean_squared_error: 29.6383 Epoch 1077/2000 121/121 [==============================] - 0s 1ms/step - loss: 637.0402 - output00_loss: 12.4426 - output01_loss: 14.4324 - output02_loss: 22.6531 - output03_loss: 32.9621 - output04_loss: 27.9649 - output05_loss: 18.5865 - output06_loss: 21.8392 - output07_loss: 23.6821 - output08_loss: 14.5898 - output09_loss: 19.4988 - output10_loss: 19.2129 - output11_loss: 20.8210 - output12_loss: 17.0945 - output13_loss: 26.4438 - output14_loss: 19.0348 - output15_loss: 29.0825 - output16_loss: 20.7939 - output17_loss: 22.6856 - output18_loss: 14.2417 - output19_loss: 11.5333 - output20_loss: 13.3806 - output21_loss: 30.1903 - output22_loss: 22.5749 - output23_loss: 15.4893 - output24_loss: 21.9495 - output25_loss: 28.0315 - output26_loss: 14.6391 - output27_loss: 29.2045 - output28_loss: 22.3551 - output29_loss: 29.6299 - output00_mean_squared_error: 12.4426 - output01_mean_squared_error: 14.4324 - output02_mean_squared_error: 22.6531 - output03_mean_squared_error: 32.9621 - output04_mean_squared_error: 27.9649 - output05_mean_squared_error: 18.5865 - output06_mean_squared_error: 21.8392 - output07_mean_squared_error: 23.6821 - output08_mean_squared_error: 14.5898 - output09_mean_squared_error: 19.4988 - output10_mean_squared_error: 19.2129 - output11_mean_squared_error: 20.8210 - output12_mean_squared_error: 17.0945 - output13_mean_squared_error: 26.4438 - output14_mean_squared_error: 19.0348 - output15_mean_squared_error: 29.0825 - output16_mean_squared_error: 20.7939 - output17_mean_squared_error: 22.6856 - output18_mean_squared_error: 14.2417 - output19_mean_squared_error: 11.5333 - output20_mean_squared_error: 13.3806 - output21_mean_squared_error: 30.1903 - output22_mean_squared_error: 22.5749 - output23_mean_squared_error: 15.4893 - output24_mean_squared_error: 21.9495 - output25_mean_squared_error: 28.0315 - output26_mean_squared_error: 14.6391 - output27_mean_squared_error: 29.2045 - output28_mean_squared_error: 22.3551 - output29_mean_squared_error: 29.6299 Epoch 1078/2000 121/121 [==============================] - 0s 1ms/step - loss: 636.9553 - output00_loss: 12.4423 - output01_loss: 14.4292 - output02_loss: 22.6493 - output03_loss: 32.9589 - output04_loss: 27.9585 - output05_loss: 18.5858 - output06_loss: 21.8326 - output07_loss: 23.6765 - output08_loss: 14.5879 - output09_loss: 19.4973 - output10_loss: 19.2124 - output11_loss: 20.8206 - output12_loss: 17.0924 - output13_loss: 26.4397 - output14_loss: 19.0306 - output15_loss: 29.0782 - output16_loss: 20.7936 - output17_loss: 22.6822 - output18_loss: 14.2411 - output19_loss: 11.5305 - output20_loss: 13.3759 - output21_loss: 30.1878 - output22_loss: 22.5736 - output23_loss: 15.4889 - output24_loss: 21.9474 - output25_loss: 28.0304 - output26_loss: 14.6385 - output27_loss: 29.2021 - output28_loss: 22.3496 - output29_loss: 29.6215 - output00_mean_squared_error: 12.4423 - output01_mean_squared_error: 14.4292 - output02_mean_squared_error: 22.6493 - output03_mean_squared_error: 32.9589 - output04_mean_squared_error: 27.9585 - output05_mean_squared_error: 18.5858 - output06_mean_squared_error: 21.8326 - output07_mean_squared_error: 23.6765 - output08_mean_squared_error: 14.5879 - output09_mean_squared_error: 19.4973 - output10_mean_squared_error: 19.2124 - output11_mean_squared_error: 20.8206 - output12_mean_squared_error: 17.0924 - output13_mean_squared_error: 26.4397 - output14_mean_squared_error: 19.0306 - output15_mean_squared_error: 29.0782 - output16_mean_squared_error: 20.7936 - output17_mean_squared_error: 22.6822 - output18_mean_squared_error: 14.2411 - output19_mean_squared_error: 11.5305 - output20_mean_squared_error: 13.3759 - output21_mean_squared_error: 30.1878 - output22_mean_squared_error: 22.5736 - output23_mean_squared_error: 15.4889 - output24_mean_squared_error: 21.9474 - output25_mean_squared_error: 28.0304 - output26_mean_squared_error: 14.6385 - output27_mean_squared_error: 29.2021 - output28_mean_squared_error: 22.3496 - output29_mean_squared_error: 29.6215 Epoch 1079/2000 121/121 [==============================] - 0s 1ms/step - loss: 636.8707 - output00_loss: 12.4420 - output01_loss: 14.4260 - output02_loss: 22.6455 - output03_loss: 32.9556 - output04_loss: 27.9521 - output05_loss: 18.5852 - output06_loss: 21.8260 - output07_loss: 23.6708 - output08_loss: 14.5861 - output09_loss: 19.4958 - output10_loss: 19.2118 - output11_loss: 20.8202 - output12_loss: 17.0904 - output13_loss: 26.4357 - output14_loss: 19.0264 - output15_loss: 29.0738 - output16_loss: 20.7933 - output17_loss: 22.6787 - output18_loss: 14.2406 - output19_loss: 11.5277 - output20_loss: 13.3712 - output21_loss: 30.1853 - output22_loss: 22.5723 - output23_loss: 15.4884 - output24_loss: 21.9452 - output25_loss: 28.0294 - output26_loss: 14.6380 - output27_loss: 29.1996 - output28_loss: 22.3441 - output29_loss: 29.6132 - output00_mean_squared_error: 12.4420 - output01_mean_squared_error: 14.4260 - output02_mean_squared_error: 22.6455 - output03_mean_squared_error: 32.9556 - output04_mean_squared_error: 27.9521 - output05_mean_squared_error: 18.5852 - output06_mean_squared_error: 21.8260 - output07_mean_squared_error: 23.6708 - output08_mean_squared_error: 14.5861 - output09_mean_squared_error: 19.4958 - output10_mean_squared_error: 19.2118 - output11_mean_squared_error: 20.8202 - output12_mean_squared_error: 17.0904 - output13_mean_squared_error: 26.4357 - output14_mean_squared_error: 19.0264 - output15_mean_squared_error: 29.0738 - output16_mean_squared_error: 20.7933 - output17_mean_squared_error: 22.6787 - output18_mean_squared_error: 14.2406 - output19_mean_squared_error: 11.5277 - output20_mean_squared_error: 13.3712 - output21_mean_squared_error: 30.1853 - output22_mean_squared_error: 22.5723 - output23_mean_squared_error: 15.4884 - output24_mean_squared_error: 21.9452 - output25_mean_squared_error: 28.0294 - output26_mean_squared_error: 14.6380 - output27_mean_squared_error: 29.1996 - output28_mean_squared_error: 22.3441 - output29_mean_squared_error: 29.6132 Epoch 1080/2000 121/121 [==============================] - 0s 1ms/step - loss: 636.7861 - output00_loss: 12.4417 - output01_loss: 14.4228 - output02_loss: 22.6417 - output03_loss: 32.9524 - output04_loss: 27.9458 - output05_loss: 18.5845 - output06_loss: 21.8195 - output07_loss: 23.6652 - output08_loss: 14.5842 - output09_loss: 19.4943 - output10_loss: 19.2112 - output11_loss: 20.8198 - output12_loss: 17.0883 - output13_loss: 26.4317 - output14_loss: 19.0223 - output15_loss: 29.0695 - output16_loss: 20.7931 - output17_loss: 22.6753 - output18_loss: 14.2400 - output19_loss: 11.5249 - output20_loss: 13.3666 - output21_loss: 30.1827 - output22_loss: 22.5710 - output23_loss: 15.4879 - output24_loss: 21.9431 - output25_loss: 28.0284 - output26_loss: 14.6375 - output27_loss: 29.1972 - output28_loss: 22.3386 - output29_loss: 29.6048 - output00_mean_squared_error: 12.4417 - output01_mean_squared_error: 14.4228 - output02_mean_squared_error: 22.6417 - output03_mean_squared_error: 32.9524 - output04_mean_squared_error: 27.9458 - output05_mean_squared_error: 18.5845 - output06_mean_squared_error: 21.8195 - output07_mean_squared_error: 23.6652 - output08_mean_squared_error: 14.5842 - output09_mean_squared_error: 19.4943 - output10_mean_squared_error: 19.2112 - output11_mean_squared_error: 20.8198 - output12_mean_squared_error: 17.0883 - output13_mean_squared_error: 26.4317 - output14_mean_squared_error: 19.0223 - output15_mean_squared_error: 29.0695 - output16_mean_squared_error: 20.7931 - output17_mean_squared_error: 22.6753 - output18_mean_squared_error: 14.2400 - output19_mean_squared_error: 11.5249 - output20_mean_squared_error: 13.3666 - output21_mean_squared_error: 30.1827 - output22_mean_squared_error: 22.5710 - output23_mean_squared_error: 15.4879 - output24_mean_squared_error: 21.9431 - output25_mean_squared_error: 28.0284 - output26_mean_squared_error: 14.6375 - output27_mean_squared_error: 29.1972 - output28_mean_squared_error: 22.3386 - output29_mean_squared_error: 29.6048 Epoch 1081/2000 121/121 [==============================] - 0s 861us/step - loss: 636.7018 - output00_loss: 12.4414 - output01_loss: 14.4197 - output02_loss: 22.6379 - output03_loss: 32.9492 - output04_loss: 27.9395 - output05_loss: 18.5839 - output06_loss: 21.8129 - output07_loss: 23.6596 - output08_loss: 14.5823 - output09_loss: 19.4928 - output10_loss: 19.2107 - output11_loss: 20.8194 - output12_loss: 17.0863 - output13_loss: 26.4277 - output14_loss: 19.0181 - output15_loss: 29.0652 - output16_loss: 20.7928 - output17_loss: 22.6719 - output18_loss: 14.2395 - output19_loss: 11.5221 - output20_loss: 13.3620 - output21_loss: 30.1802 - output22_loss: 22.5697 - output23_loss: 15.4875 - output24_loss: 21.9410 - output25_loss: 28.0273 - output26_loss: 14.6370 - output27_loss: 29.1947 - output28_loss: 22.3332 - output29_loss: 29.5965 - output00_mean_squared_error: 12.4414 - output01_mean_squared_error: 14.4197 - output02_mean_squared_error: 22.6379 - output03_mean_squared_error: 32.9492 - output04_mean_squared_error: 27.9395 - output05_mean_squared_error: 18.5839 - output06_mean_squared_error: 21.8129 - output07_mean_squared_error: 23.6596 - output08_mean_squared_error: 14.5823 - output09_mean_squared_error: 19.4928 - output10_mean_squared_error: 19.2107 - output11_mean_squared_error: 20.8194 - output12_mean_squared_error: 17.0863 - output13_mean_squared_error: 26.4277 - output14_mean_squared_error: 19.0181 - output15_mean_squared_error: 29.0652 - output16_mean_squared_error: 20.7928 - output17_mean_squared_error: 22.6719 - output18_mean_squared_error: 14.2395 - output19_mean_squared_error: 11.5221 - output20_mean_squared_error: 13.3620 - output21_mean_squared_error: 30.1802 - output22_mean_squared_error: 22.5697 - output23_mean_squared_error: 15.4875 - output24_mean_squared_error: 21.9410 - output25_mean_squared_error: 28.0273 - output26_mean_squared_error: 14.6370 - output27_mean_squared_error: 29.1947 - output28_mean_squared_error: 22.3332 - output29_mean_squared_error: 29.5965 Epoch 1082/2000 121/121 [==============================] - 0s 699us/step - loss: 636.6177 - output00_loss: 12.4411 - output01_loss: 14.4165 - output02_loss: 22.6341 - output03_loss: 32.9461 - output04_loss: 27.9331 - output05_loss: 18.5832 - output06_loss: 21.8063 - output07_loss: 23.6540 - output08_loss: 14.5804 - output09_loss: 19.4913 - output10_loss: 19.2101 - output11_loss: 20.8190 - output12_loss: 17.0843 - output13_loss: 26.4237 - output14_loss: 19.0140 - output15_loss: 29.0608 - output16_loss: 20.7925 - output17_loss: 22.6685 - output18_loss: 14.2389 - output19_loss: 11.5192 - output20_loss: 13.3573 - output21_loss: 30.1777 - output22_loss: 22.5684 - output23_loss: 15.4870 - output24_loss: 21.9388 - output25_loss: 28.0263 - output26_loss: 14.6365 - output27_loss: 29.1922 - output28_loss: 22.3277 - output29_loss: 29.5881 - output00_mean_squared_error: 12.4411 - output01_mean_squared_error: 14.4165 - output02_mean_squared_error: 22.6341 - output03_mean_squared_error: 32.9461 - output04_mean_squared_error: 27.9331 - output05_mean_squared_error: 18.5832 - output06_mean_squared_error: 21.8063 - output07_mean_squared_error: 23.6540 - output08_mean_squared_error: 14.5804 - output09_mean_squared_error: 19.4913 - output10_mean_squared_error: 19.2101 - output11_mean_squared_error: 20.8190 - output12_mean_squared_error: 17.0843 - output13_mean_squared_error: 26.4237 - output14_mean_squared_error: 19.0140 - output15_mean_squared_error: 29.0608 - output16_mean_squared_error: 20.7925 - output17_mean_squared_error: 22.6685 - output18_mean_squared_error: 14.2389 - output19_mean_squared_error: 11.5192 - output20_mean_squared_error: 13.3573 - output21_mean_squared_error: 30.1777 - output22_mean_squared_error: 22.5684 - output23_mean_squared_error: 15.4870 - output24_mean_squared_error: 21.9388 - output25_mean_squared_error: 28.0263 - output26_mean_squared_error: 14.6365 - output27_mean_squared_error: 29.1922 - output28_mean_squared_error: 22.3277 - output29_mean_squared_error: 29.5881 Epoch 1083/2000 121/121 [==============================] - 0s 968us/step - loss: 636.5338 - output00_loss: 12.4408 - output01_loss: 14.4133 - output02_loss: 22.6304 - output03_loss: 32.9429 - output04_loss: 27.9268 - output05_loss: 18.5826 - output06_loss: 21.7998 - output07_loss: 23.6484 - output08_loss: 14.5786 - output09_loss: 19.4899 - output10_loss: 19.2095 - output11_loss: 20.8186 - output12_loss: 17.0822 - output13_loss: 26.4198 - output14_loss: 19.0099 - output15_loss: 29.0565 - output16_loss: 20.7923 - output17_loss: 22.6651 - output18_loss: 14.2384 - output19_loss: 11.5164 - output20_loss: 13.3527 - output21_loss: 30.1752 - output22_loss: 22.5671 - output23_loss: 15.4866 - output24_loss: 21.9367 - output25_loss: 28.0253 - output26_loss: 14.6360 - output27_loss: 29.1898 - output28_loss: 22.3223 - output29_loss: 29.5798 - output00_mean_squared_error: 12.4408 - output01_mean_squared_error: 14.4133 - output02_mean_squared_error: 22.6304 - output03_mean_squared_error: 32.9429 - output04_mean_squared_error: 27.9268 - output05_mean_squared_error: 18.5826 - output06_mean_squared_error: 21.7998 - output07_mean_squared_error: 23.6484 - output08_mean_squared_error: 14.5786 - output09_mean_squared_error: 19.4899 - output10_mean_squared_error: 19.2095 - output11_mean_squared_error: 20.8186 - output12_mean_squared_error: 17.0822 - output13_mean_squared_error: 26.4198 - output14_mean_squared_error: 19.0099 - output15_mean_squared_error: 29.0565 - output16_mean_squared_error: 20.7923 - output17_mean_squared_error: 22.6651 - output18_mean_squared_error: 14.2384 - output19_mean_squared_error: 11.5164 - output20_mean_squared_error: 13.3527 - output21_mean_squared_error: 30.1752 - output22_mean_squared_error: 22.5671 - output23_mean_squared_error: 15.4866 - output24_mean_squared_error: 21.9367 - output25_mean_squared_error: 28.0253 - output26_mean_squared_error: 14.6360 - output27_mean_squared_error: 29.1898 - output28_mean_squared_error: 22.3223 - output29_mean_squared_error: 29.5798 Epoch 1084/2000 121/121 [==============================] - 0s 1ms/step - loss: 636.4500 - output00_loss: 12.4405 - output01_loss: 14.4102 - output02_loss: 22.6266 - output03_loss: 32.9397 - output04_loss: 27.9205 - output05_loss: 18.5819 - output06_loss: 21.7932 - output07_loss: 23.6428 - output08_loss: 14.5767 - output09_loss: 19.4884 - output10_loss: 19.2090 - output11_loss: 20.8182 - output12_loss: 17.0802 - output13_loss: 26.4158 - output14_loss: 19.0058 - output15_loss: 29.0522 - output16_loss: 20.7920 - output17_loss: 22.6617 - output18_loss: 14.2378 - output19_loss: 11.5136 - output20_loss: 13.3481 - output21_loss: 30.1727 - output22_loss: 22.5658 - output23_loss: 15.4861 - output24_loss: 21.9346 - output25_loss: 28.0243 - output26_loss: 14.6355 - output27_loss: 29.1874 - output28_loss: 22.3169 - output29_loss: 29.5715 - output00_mean_squared_error: 12.4405 - output01_mean_squared_error: 14.4102 - output02_mean_squared_error: 22.6266 - output03_mean_squared_error: 32.9397 - output04_mean_squared_error: 27.9205 - output05_mean_squared_error: 18.5819 - output06_mean_squared_error: 21.7932 - output07_mean_squared_error: 23.6428 - output08_mean_squared_error: 14.5767 - output09_mean_squared_error: 19.4884 - output10_mean_squared_error: 19.2090 - output11_mean_squared_error: 20.8182 - output12_mean_squared_error: 17.0802 - output13_mean_squared_error: 26.4158 - output14_mean_squared_error: 19.0058 - output15_mean_squared_error: 29.0522 - output16_mean_squared_error: 20.7920 - output17_mean_squared_error: 22.6617 - output18_mean_squared_error: 14.2378 - output19_mean_squared_error: 11.5136 - output20_mean_squared_error: 13.3481 - output21_mean_squared_error: 30.1727 - output22_mean_squared_error: 22.5658 - output23_mean_squared_error: 15.4861 - output24_mean_squared_error: 21.9346 - output25_mean_squared_error: 28.0243 - output26_mean_squared_error: 14.6355 - output27_mean_squared_error: 29.1874 - output28_mean_squared_error: 22.3169 - output29_mean_squared_error: 29.5715 Epoch 1085/2000 121/121 [==============================] - 0s 923us/step - loss: 636.3663 - output00_loss: 12.4402 - output01_loss: 14.4070 - output02_loss: 22.6228 - output03_loss: 32.9366 - output04_loss: 27.9142 - output05_loss: 18.5813 - output06_loss: 21.7867 - output07_loss: 23.6372 - output08_loss: 14.5749 - output09_loss: 19.4869 - output10_loss: 19.2084 - output11_loss: 20.8179 - output12_loss: 17.0782 - output13_loss: 26.4118 - output14_loss: 19.0016 - output15_loss: 29.0479 - output16_loss: 20.7918 - output17_loss: 22.6584 - output18_loss: 14.2373 - output19_loss: 11.5108 - output20_loss: 13.3435 - output21_loss: 30.1702 - output22_loss: 22.5646 - output23_loss: 15.4856 - output24_loss: 21.9325 - output25_loss: 28.0233 - output26_loss: 14.6350 - output27_loss: 29.1849 - output28_loss: 22.3115 - output29_loss: 29.5632 - output00_mean_squared_error: 12.4402 - output01_mean_squared_error: 14.4070 - output02_mean_squared_error: 22.6228 - output03_mean_squared_error: 32.9366 - output04_mean_squared_error: 27.9142 - output05_mean_squared_error: 18.5813 - output06_mean_squared_error: 21.7867 - output07_mean_squared_error: 23.6372 - output08_mean_squared_error: 14.5749 - output09_mean_squared_error: 19.4869 - output10_mean_squared_error: 19.2084 - output11_mean_squared_error: 20.8179 - output12_mean_squared_error: 17.0782 - output13_mean_squared_error: 26.4118 - output14_mean_squared_error: 19.0016 - output15_mean_squared_error: 29.0479 - output16_mean_squared_error: 20.7918 - output17_mean_squared_error: 22.6584 - output18_mean_squared_error: 14.2373 - output19_mean_squared_error: 11.5108 - output20_mean_squared_error: 13.3435 - output21_mean_squared_error: 30.1702 - output22_mean_squared_error: 22.5646 - output23_mean_squared_error: 15.4856 - output24_mean_squared_error: 21.9325 - output25_mean_squared_error: 28.0233 - output26_mean_squared_error: 14.6350 - output27_mean_squared_error: 29.1849 - output28_mean_squared_error: 22.3115 - output29_mean_squared_error: 29.5632 Epoch 1086/2000 121/121 [==============================] - 0s 2ms/step - loss: 636.2828 - output00_loss: 12.4400 - output01_loss: 14.4039 - output02_loss: 22.6191 - output03_loss: 32.9334 - output04_loss: 27.9079 - output05_loss: 18.5807 - output06_loss: 21.7802 - output07_loss: 23.6316 - output08_loss: 14.5730 - output09_loss: 19.4855 - output10_loss: 19.2079 - output11_loss: 20.8175 - output12_loss: 17.0762 - output13_loss: 26.4079 - output14_loss: 18.9975 - output15_loss: 29.0436 - output16_loss: 20.7915 - output17_loss: 22.6550 - output18_loss: 14.2367 - output19_loss: 11.5080 - output20_loss: 13.3389 - output21_loss: 30.1677 - output22_loss: 22.5633 - output23_loss: 15.4852 - output24_loss: 21.9304 - output25_loss: 28.0223 - output26_loss: 14.6345 - output27_loss: 29.1825 - output28_loss: 22.3060 - output29_loss: 29.5550 - output00_mean_squared_error: 12.4400 - output01_mean_squared_error: 14.4039 - output02_mean_squared_error: 22.6191 - output03_mean_squared_error: 32.9334 - output04_mean_squared_error: 27.9079 - output05_mean_squared_error: 18.5807 - output06_mean_squared_error: 21.7802 - output07_mean_squared_error: 23.6316 - output08_mean_squared_error: 14.5730 - output09_mean_squared_error: 19.4855 - output10_mean_squared_error: 19.2079 - output11_mean_squared_error: 20.8175 - output12_mean_squared_error: 17.0762 - output13_mean_squared_error: 26.4079 - output14_mean_squared_error: 18.9975 - output15_mean_squared_error: 29.0436 - output16_mean_squared_error: 20.7915 - output17_mean_squared_error: 22.6550 - output18_mean_squared_error: 14.2367 - output19_mean_squared_error: 11.5080 - output20_mean_squared_error: 13.3389 - output21_mean_squared_error: 30.1677 - output22_mean_squared_error: 22.5633 - output23_mean_squared_error: 15.4852 - output24_mean_squared_error: 21.9304 - output25_mean_squared_error: 28.0223 - output26_mean_squared_error: 14.6345 - output27_mean_squared_error: 29.1825 - output28_mean_squared_error: 22.3060 - output29_mean_squared_error: 29.5550 Epoch 1087/2000 121/121 [==============================] - 0s 1ms/step - loss: 636.1998 - output00_loss: 12.4397 - output01_loss: 14.4007 - output02_loss: 22.6154 - output03_loss: 32.9303 - output04_loss: 27.9017 - output05_loss: 18.5800 - output06_loss: 21.7737 - output07_loss: 23.6261 - output08_loss: 14.5712 - output09_loss: 19.4840 - output10_loss: 19.2073 - output11_loss: 20.8171 - output12_loss: 17.0742 - output13_loss: 26.4039 - output14_loss: 18.9934 - output15_loss: 29.0393 - output16_loss: 20.7912 - output17_loss: 22.6516 - output18_loss: 14.2362 - output19_loss: 11.5053 - output20_loss: 13.3343 - output21_loss: 30.1652 - output22_loss: 22.5620 - output23_loss: 15.4847 - output24_loss: 21.9283 - output25_loss: 28.0213 - output26_loss: 14.6341 - output27_loss: 29.1801 - output28_loss: 22.3006 - output29_loss: 29.5467 - output00_mean_squared_error: 12.4397 - output01_mean_squared_error: 14.4007 - output02_mean_squared_error: 22.6154 - output03_mean_squared_error: 32.9303 - output04_mean_squared_error: 27.9017 - output05_mean_squared_error: 18.5800 - output06_mean_squared_error: 21.7737 - output07_mean_squared_error: 23.6261 - output08_mean_squared_error: 14.5712 - output09_mean_squared_error: 19.4840 - output10_mean_squared_error: 19.2073 - output11_mean_squared_error: 20.8171 - output12_mean_squared_error: 17.0742 - output13_mean_squared_error: 26.4039 - output14_mean_squared_error: 18.9934 - output15_mean_squared_error: 29.0393 - output16_mean_squared_error: 20.7912 - output17_mean_squared_error: 22.6516 - output18_mean_squared_error: 14.2362 - output19_mean_squared_error: 11.5053 - output20_mean_squared_error: 13.3343 - output21_mean_squared_error: 30.1652 - output22_mean_squared_error: 22.5620 - output23_mean_squared_error: 15.4847 - output24_mean_squared_error: 21.9283 - output25_mean_squared_error: 28.0213 - output26_mean_squared_error: 14.6341 - output27_mean_squared_error: 29.1801 - output28_mean_squared_error: 22.3006 - output29_mean_squared_error: 29.5467 Epoch 1088/2000 121/121 [==============================] - 0s 563us/step - loss: 636.1166 - output00_loss: 12.4394 - output01_loss: 14.3976 - output02_loss: 22.6116 - output03_loss: 32.9272 - output04_loss: 27.8954 - output05_loss: 18.5794 - output06_loss: 21.7672 - output07_loss: 23.6205 - output08_loss: 14.5694 - output09_loss: 19.4825 - output10_loss: 19.2068 - output11_loss: 20.8167 - output12_loss: 17.0722 - output13_loss: 26.4000 - output14_loss: 18.9894 - output15_loss: 29.0350 - output16_loss: 20.7910 - output17_loss: 22.6483 - output18_loss: 14.2356 - output19_loss: 11.5025 - output20_loss: 13.3298 - output21_loss: 30.1628 - output22_loss: 22.5607 - output23_loss: 15.4843 - output24_loss: 21.9262 - output25_loss: 28.0203 - output26_loss: 14.6336 - output27_loss: 29.1777 - output28_loss: 22.2952 - output29_loss: 29.5384 - output00_mean_squared_error: 12.4394 - output01_mean_squared_error: 14.3976 - output02_mean_squared_error: 22.6116 - output03_mean_squared_error: 32.9272 - output04_mean_squared_error: 27.8954 - output05_mean_squared_error: 18.5794 - output06_mean_squared_error: 21.7672 - output07_mean_squared_error: 23.6205 - output08_mean_squared_error: 14.5694 - output09_mean_squared_error: 19.4825 - output10_mean_squared_error: 19.2068 - output11_mean_squared_error: 20.8167 - output12_mean_squared_error: 17.0722 - output13_mean_squared_error: 26.4000 - output14_mean_squared_error: 18.9894 - output15_mean_squared_error: 29.0350 - output16_mean_squared_error: 20.7910 - output17_mean_squared_error: 22.6483 - output18_mean_squared_error: 14.2356 - output19_mean_squared_error: 11.5025 - output20_mean_squared_error: 13.3298 - output21_mean_squared_error: 30.1628 - output22_mean_squared_error: 22.5607 - output23_mean_squared_error: 15.4843 - output24_mean_squared_error: 21.9262 - output25_mean_squared_error: 28.0203 - output26_mean_squared_error: 14.6336 - output27_mean_squared_error: 29.1777 - output28_mean_squared_error: 22.2952 - output29_mean_squared_error: 29.5384 Epoch 1089/2000 121/121 [==============================] - 0s 882us/step - loss: 636.0338 - output00_loss: 12.4391 - output01_loss: 14.3945 - output02_loss: 22.6079 - output03_loss: 32.9240 - output04_loss: 27.8891 - output05_loss: 18.5788 - output06_loss: 21.7607 - output07_loss: 23.6150 - output08_loss: 14.5676 - output09_loss: 19.4811 - output10_loss: 19.2062 - output11_loss: 20.8164 - output12_loss: 17.0702 - output13_loss: 26.3960 - output14_loss: 18.9853 - output15_loss: 29.0307 - output16_loss: 20.7907 - output17_loss: 22.6449 - output18_loss: 14.2351 - output19_loss: 11.4997 - output20_loss: 13.3252 - output21_loss: 30.1603 - output22_loss: 22.5595 - output23_loss: 15.4838 - output24_loss: 21.9242 - output25_loss: 28.0193 - output26_loss: 14.6331 - output27_loss: 29.1753 - output28_loss: 22.2899 - output29_loss: 29.5302 - output00_mean_squared_error: 12.4391 - output01_mean_squared_error: 14.3945 - output02_mean_squared_error: 22.6079 - output03_mean_squared_error: 32.9240 - output04_mean_squared_error: 27.8891 - output05_mean_squared_error: 18.5788 - output06_mean_squared_error: 21.7607 - output07_mean_squared_error: 23.6150 - output08_mean_squared_error: 14.5676 - output09_mean_squared_error: 19.4811 - output10_mean_squared_error: 19.2062 - output11_mean_squared_error: 20.8164 - output12_mean_squared_error: 17.0702 - output13_mean_squared_error: 26.3960 - output14_mean_squared_error: 18.9853 - output15_mean_squared_error: 29.0307 - output16_mean_squared_error: 20.7907 - output17_mean_squared_error: 22.6449 - output18_mean_squared_error: 14.2351 - output19_mean_squared_error: 11.4997 - output20_mean_squared_error: 13.3252 - output21_mean_squared_error: 30.1603 - output22_mean_squared_error: 22.5595 - output23_mean_squared_error: 15.4838 - output24_mean_squared_error: 21.9242 - output25_mean_squared_error: 28.0193 - output26_mean_squared_error: 14.6331 - output27_mean_squared_error: 29.1753 - output28_mean_squared_error: 22.2899 - output29_mean_squared_error: 29.5302 Epoch 1090/2000 121/121 [==============================] - 0s 939us/step - loss: 635.9512 - output00_loss: 12.4388 - output01_loss: 14.3913 - output02_loss: 22.6042 - output03_loss: 32.9209 - output04_loss: 27.8829 - output05_loss: 18.5781 - output06_loss: 21.7543 - output07_loss: 23.6095 - output08_loss: 14.5657 - output09_loss: 19.4797 - output10_loss: 19.2057 - output11_loss: 20.8160 - output12_loss: 17.0682 - output13_loss: 26.3921 - output14_loss: 18.9812 - output15_loss: 29.0265 - output16_loss: 20.7905 - output17_loss: 22.6416 - output18_loss: 14.2346 - output19_loss: 11.4969 - output20_loss: 13.3207 - output21_loss: 30.1579 - output22_loss: 22.5582 - output23_loss: 15.4834 - output24_loss: 21.9221 - output25_loss: 28.0183 - output26_loss: 14.6326 - output27_loss: 29.1729 - output28_loss: 22.2845 - output29_loss: 29.5220 - output00_mean_squared_error: 12.4388 - output01_mean_squared_error: 14.3913 - output02_mean_squared_error: 22.6042 - output03_mean_squared_error: 32.9209 - output04_mean_squared_error: 27.8829 - output05_mean_squared_error: 18.5781 - output06_mean_squared_error: 21.7543 - output07_mean_squared_error: 23.6095 - output08_mean_squared_error: 14.5657 - output09_mean_squared_error: 19.4797 - output10_mean_squared_error: 19.2057 - output11_mean_squared_error: 20.8160 - output12_mean_squared_error: 17.0682 - output13_mean_squared_error: 26.3921 - output14_mean_squared_error: 18.9812 - output15_mean_squared_error: 29.0265 - output16_mean_squared_error: 20.7905 - output17_mean_squared_error: 22.6416 - output18_mean_squared_error: 14.2346 - output19_mean_squared_error: 11.4969 - output20_mean_squared_error: 13.3207 - output21_mean_squared_error: 30.1579 - output22_mean_squared_error: 22.5582 - output23_mean_squared_error: 15.4834 - output24_mean_squared_error: 21.9221 - output25_mean_squared_error: 28.0183 - output26_mean_squared_error: 14.6326 - output27_mean_squared_error: 29.1729 - output28_mean_squared_error: 22.2845 - output29_mean_squared_error: 29.5220 Epoch 1091/2000 121/121 [==============================] - 0s 1ms/step - loss: 635.8687 - output00_loss: 12.4385 - output01_loss: 14.3882 - output02_loss: 22.6005 - output03_loss: 32.9178 - output04_loss: 27.8767 - output05_loss: 18.5775 - output06_loss: 21.7478 - output07_loss: 23.6039 - output08_loss: 14.5639 - output09_loss: 19.4782 - output10_loss: 19.2052 - output11_loss: 20.8156 - output12_loss: 17.0663 - output13_loss: 26.3882 - output14_loss: 18.9771 - output15_loss: 29.0222 - output16_loss: 20.7902 - output17_loss: 22.6383 - output18_loss: 14.2341 - output19_loss: 11.4941 - output20_loss: 13.3162 - output21_loss: 30.1554 - output22_loss: 22.5570 - output23_loss: 15.4830 - output24_loss: 21.9200 - output25_loss: 28.0173 - output26_loss: 14.6321 - output27_loss: 29.1705 - output28_loss: 22.2791 - output29_loss: 29.5138 - output00_mean_squared_error: 12.4385 - output01_mean_squared_error: 14.3882 - output02_mean_squared_error: 22.6005 - output03_mean_squared_error: 32.9178 - output04_mean_squared_error: 27.8767 - output05_mean_squared_error: 18.5775 - output06_mean_squared_error: 21.7478 - output07_mean_squared_error: 23.6039 - output08_mean_squared_error: 14.5639 - output09_mean_squared_error: 19.4782 - output10_mean_squared_error: 19.2052 - output11_mean_squared_error: 20.8156 - output12_mean_squared_error: 17.0663 - output13_mean_squared_error: 26.3882 - output14_mean_squared_error: 18.9771 - output15_mean_squared_error: 29.0222 - output16_mean_squared_error: 20.7902 - output17_mean_squared_error: 22.6383 - output18_mean_squared_error: 14.2341 - output19_mean_squared_error: 11.4941 - output20_mean_squared_error: 13.3162 - output21_mean_squared_error: 30.1554 - output22_mean_squared_error: 22.5570 - output23_mean_squared_error: 15.4830 - output24_mean_squared_error: 21.9200 - output25_mean_squared_error: 28.0173 - output26_mean_squared_error: 14.6321 - output27_mean_squared_error: 29.1705 - output28_mean_squared_error: 22.2791 - output29_mean_squared_error: 29.5138 Epoch 1092/2000 121/121 [==============================] - 0s 2ms/step - loss: 635.7863 - output00_loss: 12.4382 - output01_loss: 14.3851 - output02_loss: 22.5968 - output03_loss: 32.9148 - output04_loss: 27.8704 - output05_loss: 18.5769 - output06_loss: 21.7414 - output07_loss: 23.5984 - output08_loss: 14.5621 - output09_loss: 19.4768 - output10_loss: 19.2046 - output11_loss: 20.8153 - output12_loss: 17.0643 - output13_loss: 26.3843 - output14_loss: 18.9731 - output15_loss: 29.0179 - output16_loss: 20.7900 - output17_loss: 22.6349 - output18_loss: 14.2335 - output19_loss: 11.4913 - output20_loss: 13.3116 - output21_loss: 30.1530 - output22_loss: 22.5557 - output23_loss: 15.4825 - output24_loss: 21.9180 - output25_loss: 28.0163 - output26_loss: 14.6316 - output27_loss: 29.1681 - output28_loss: 22.2738 - output29_loss: 29.5056 - output00_mean_squared_error: 12.4382 - output01_mean_squared_error: 14.3851 - output02_mean_squared_error: 22.5968 - output03_mean_squared_error: 32.9148 - output04_mean_squared_error: 27.8704 - output05_mean_squared_error: 18.5769 - output06_mean_squared_error: 21.7414 - output07_mean_squared_error: 23.5984 - output08_mean_squared_error: 14.5621 - output09_mean_squared_error: 19.4768 - output10_mean_squared_error: 19.2046 - output11_mean_squared_error: 20.8153 - output12_mean_squared_error: 17.0643 - output13_mean_squared_error: 26.3843 - output14_mean_squared_error: 18.9731 - output15_mean_squared_error: 29.0179 - output16_mean_squared_error: 20.7900 - output17_mean_squared_error: 22.6349 - output18_mean_squared_error: 14.2335 - output19_mean_squared_error: 11.4913 - output20_mean_squared_error: 13.3116 - output21_mean_squared_error: 30.1530 - output22_mean_squared_error: 22.5557 - output23_mean_squared_error: 15.4825 - output24_mean_squared_error: 21.9180 - output25_mean_squared_error: 28.0163 - output26_mean_squared_error: 14.6316 - output27_mean_squared_error: 29.1681 - output28_mean_squared_error: 22.2738 - output29_mean_squared_error: 29.5056 Epoch 1093/2000 121/121 [==============================] - 0s 1ms/step - loss: 635.7043 - output00_loss: 12.4379 - output01_loss: 14.3820 - output02_loss: 22.5931 - output03_loss: 32.9117 - output04_loss: 27.8642 - output05_loss: 18.5763 - output06_loss: 21.7350 - output07_loss: 23.5929 - output08_loss: 14.5603 - output09_loss: 19.4754 - output10_loss: 19.2041 - output11_loss: 20.8149 - output12_loss: 17.0623 - output13_loss: 26.3804 - output14_loss: 18.9690 - output15_loss: 29.0137 - output16_loss: 20.7897 - output17_loss: 22.6316 - output18_loss: 14.2330 - output19_loss: 11.4886 - output20_loss: 13.3071 - output21_loss: 30.1505 - output22_loss: 22.5545 - output23_loss: 15.4821 - output24_loss: 21.9159 - output25_loss: 28.0154 - output26_loss: 14.6312 - output27_loss: 29.1657 - output28_loss: 22.2684 - output29_loss: 29.4974 - output00_mean_squared_error: 12.4379 - output01_mean_squared_error: 14.3820 - output02_mean_squared_error: 22.5931 - output03_mean_squared_error: 32.9117 - output04_mean_squared_error: 27.8642 - output05_mean_squared_error: 18.5763 - output06_mean_squared_error: 21.7350 - output07_mean_squared_error: 23.5929 - output08_mean_squared_error: 14.5603 - output09_mean_squared_error: 19.4754 - output10_mean_squared_error: 19.2041 - output11_mean_squared_error: 20.8149 - output12_mean_squared_error: 17.0623 - output13_mean_squared_error: 26.3804 - output14_mean_squared_error: 18.9690 - output15_mean_squared_error: 29.0137 - output16_mean_squared_error: 20.7897 - output17_mean_squared_error: 22.6316 - output18_mean_squared_error: 14.2330 - output19_mean_squared_error: 11.4886 - output20_mean_squared_error: 13.3071 - output21_mean_squared_error: 30.1505 - output22_mean_squared_error: 22.5545 - output23_mean_squared_error: 15.4821 - output24_mean_squared_error: 21.9159 - output25_mean_squared_error: 28.0154 - output26_mean_squared_error: 14.6312 - output27_mean_squared_error: 29.1657 - output28_mean_squared_error: 22.2684 - output29_mean_squared_error: 29.4974 Epoch 1094/2000 121/121 [==============================] - 0s 1ms/step - loss: 635.6223 - output00_loss: 12.4377 - output01_loss: 14.3789 - output02_loss: 22.5894 - output03_loss: 32.9086 - output04_loss: 27.8580 - output05_loss: 18.5756 - output06_loss: 21.7286 - output07_loss: 23.5875 - output08_loss: 14.5585 - output09_loss: 19.4739 - output10_loss: 19.2036 - output11_loss: 20.8145 - output12_loss: 17.0604 - output13_loss: 26.3765 - output14_loss: 18.9650 - output15_loss: 29.0095 - output16_loss: 20.7895 - output17_loss: 22.6283 - output18_loss: 14.2325 - output19_loss: 11.4858 - output20_loss: 13.3026 - output21_loss: 30.1481 - output22_loss: 22.5532 - output23_loss: 15.4816 - output24_loss: 21.9139 - output25_loss: 28.0144 - output26_loss: 14.6307 - output27_loss: 29.1633 - output28_loss: 22.2631 - output29_loss: 29.4892 - output00_mean_squared_error: 12.4377 - output01_mean_squared_error: 14.3789 - output02_mean_squared_error: 22.5894 - output03_mean_squared_error: 32.9086 - output04_mean_squared_error: 27.8580 - output05_mean_squared_error: 18.5756 - output06_mean_squared_error: 21.7286 - output07_mean_squared_error: 23.5875 - output08_mean_squared_error: 14.5585 - output09_mean_squared_error: 19.4739 - output10_mean_squared_error: 19.2036 - output11_mean_squared_error: 20.8145 - output12_mean_squared_error: 17.0604 - output13_mean_squared_error: 26.3765 - output14_mean_squared_error: 18.9650 - output15_mean_squared_error: 29.0095 - output16_mean_squared_error: 20.7895 - output17_mean_squared_error: 22.6283 - output18_mean_squared_error: 14.2325 - output19_mean_squared_error: 11.4858 - output20_mean_squared_error: 13.3026 - output21_mean_squared_error: 30.1481 - output22_mean_squared_error: 22.5532 - output23_mean_squared_error: 15.4816 - output24_mean_squared_error: 21.9139 - output25_mean_squared_error: 28.0144 - output26_mean_squared_error: 14.6307 - output27_mean_squared_error: 29.1633 - output28_mean_squared_error: 22.2631 - output29_mean_squared_error: 29.4892 Epoch 1095/2000 121/121 [==============================] - 0s 1ms/step - loss: 635.5405 - output00_loss: 12.4374 - output01_loss: 14.3758 - output02_loss: 22.5857 - output03_loss: 32.9056 - output04_loss: 27.8518 - output05_loss: 18.5750 - output06_loss: 21.7222 - output07_loss: 23.5820 - output08_loss: 14.5567 - output09_loss: 19.4725 - output10_loss: 19.2030 - output11_loss: 20.8142 - output12_loss: 17.0584 - output13_loss: 26.3726 - output14_loss: 18.9610 - output15_loss: 29.0052 - output16_loss: 20.7892 - output17_loss: 22.6250 - output18_loss: 14.2320 - output19_loss: 11.4830 - output20_loss: 13.2981 - output21_loss: 30.1457 - output22_loss: 22.5520 - output23_loss: 15.4812 - output24_loss: 21.9118 - output25_loss: 28.0134 - output26_loss: 14.6302 - output27_loss: 29.1610 - output28_loss: 22.2578 - output29_loss: 29.4810 - output00_mean_squared_error: 12.4374 - output01_mean_squared_error: 14.3758 - output02_mean_squared_error: 22.5857 - output03_mean_squared_error: 32.9056 - output04_mean_squared_error: 27.8518 - output05_mean_squared_error: 18.5750 - output06_mean_squared_error: 21.7222 - output07_mean_squared_error: 23.5820 - output08_mean_squared_error: 14.5567 - output09_mean_squared_error: 19.4725 - output10_mean_squared_error: 19.2030 - output11_mean_squared_error: 20.8142 - output12_mean_squared_error: 17.0584 - output13_mean_squared_error: 26.3726 - output14_mean_squared_error: 18.9610 - output15_mean_squared_error: 29.0052 - output16_mean_squared_error: 20.7892 - output17_mean_squared_error: 22.6250 - output18_mean_squared_error: 14.2320 - output19_mean_squared_error: 11.4830 - output20_mean_squared_error: 13.2981 - output21_mean_squared_error: 30.1457 - output22_mean_squared_error: 22.5520 - output23_mean_squared_error: 15.4812 - output24_mean_squared_error: 21.9118 - output25_mean_squared_error: 28.0134 - output26_mean_squared_error: 14.6302 - output27_mean_squared_error: 29.1610 - output28_mean_squared_error: 22.2578 - output29_mean_squared_error: 29.4810 Epoch 1096/2000 121/121 [==============================] - 0s 966us/step - loss: 635.4589 - output00_loss: 12.4371 - output01_loss: 14.3727 - output02_loss: 22.5821 - output03_loss: 32.9025 - output04_loss: 27.8456 - output05_loss: 18.5744 - output06_loss: 21.7158 - output07_loss: 23.5765 - output08_loss: 14.5549 - output09_loss: 19.4711 - output10_loss: 19.2025 - output11_loss: 20.8138 - output12_loss: 17.0565 - output13_loss: 26.3687 - output14_loss: 18.9570 - output15_loss: 29.0010 - output16_loss: 20.7890 - output17_loss: 22.6217 - output18_loss: 14.2314 - output19_loss: 11.4803 - output20_loss: 13.2936 - output21_loss: 30.1433 - output22_loss: 22.5508 - output23_loss: 15.4808 - output24_loss: 21.9098 - output25_loss: 28.0124 - output26_loss: 14.6298 - output27_loss: 29.1586 - output28_loss: 22.2524 - output29_loss: 29.4729 - output00_mean_squared_error: 12.4371 - output01_mean_squared_error: 14.3727 - output02_mean_squared_error: 22.5821 - output03_mean_squared_error: 32.9025 - output04_mean_squared_error: 27.8456 - output05_mean_squared_error: 18.5744 - output06_mean_squared_error: 21.7158 - output07_mean_squared_error: 23.5765 - output08_mean_squared_error: 14.5549 - output09_mean_squared_error: 19.4711 - output10_mean_squared_error: 19.2025 - output11_mean_squared_error: 20.8138 - output12_mean_squared_error: 17.0565 - output13_mean_squared_error: 26.3687 - output14_mean_squared_error: 18.9570 - output15_mean_squared_error: 29.0010 - output16_mean_squared_error: 20.7890 - output17_mean_squared_error: 22.6217 - output18_mean_squared_error: 14.2314 - output19_mean_squared_error: 11.4803 - output20_mean_squared_error: 13.2936 - output21_mean_squared_error: 30.1433 - output22_mean_squared_error: 22.5508 - output23_mean_squared_error: 15.4808 - output24_mean_squared_error: 21.9098 - output25_mean_squared_error: 28.0124 - output26_mean_squared_error: 14.6298 - output27_mean_squared_error: 29.1586 - output28_mean_squared_error: 22.2524 - output29_mean_squared_error: 29.4729 Epoch 1097/2000 121/121 [==============================] - 0s 612us/step - loss: 635.3775 - output00_loss: 12.4368 - output01_loss: 14.3696 - output02_loss: 22.5784 - output03_loss: 32.8995 - output04_loss: 27.8395 - output05_loss: 18.5738 - output06_loss: 21.7094 - output07_loss: 23.5711 - output08_loss: 14.5532 - output09_loss: 19.4697 - output10_loss: 19.2020 - output11_loss: 20.8134 - output12_loss: 17.0546 - output13_loss: 26.3648 - output14_loss: 18.9529 - output15_loss: 28.9968 - output16_loss: 20.7887 - output17_loss: 22.6185 - output18_loss: 14.2309 - output19_loss: 11.4775 - output20_loss: 13.2892 - output21_loss: 30.1409 - output22_loss: 22.5495 - output23_loss: 15.4803 - output24_loss: 21.9077 - output25_loss: 28.0115 - output26_loss: 14.6293 - output27_loss: 29.1562 - output28_loss: 22.2471 - output29_loss: 29.4647 - output00_mean_squared_error: 12.4368 - output01_mean_squared_error: 14.3696 - output02_mean_squared_error: 22.5784 - output03_mean_squared_error: 32.8995 - output04_mean_squared_error: 27.8395 - output05_mean_squared_error: 18.5738 - output06_mean_squared_error: 21.7094 - output07_mean_squared_error: 23.5711 - output08_mean_squared_error: 14.5532 - output09_mean_squared_error: 19.4697 - output10_mean_squared_error: 19.2020 - output11_mean_squared_error: 20.8134 - output12_mean_squared_error: 17.0546 - output13_mean_squared_error: 26.3648 - output14_mean_squared_error: 18.9529 - output15_mean_squared_error: 28.9968 - output16_mean_squared_error: 20.7887 - output17_mean_squared_error: 22.6185 - output18_mean_squared_error: 14.2309 - output19_mean_squared_error: 11.4775 - output20_mean_squared_error: 13.2892 - output21_mean_squared_error: 30.1409 - output22_mean_squared_error: 22.5495 - output23_mean_squared_error: 15.4803 - output24_mean_squared_error: 21.9077 - output25_mean_squared_error: 28.0115 - output26_mean_squared_error: 14.6293 - output27_mean_squared_error: 29.1562 - output28_mean_squared_error: 22.2471 - output29_mean_squared_error: 29.4647 Epoch 1098/2000 121/121 [==============================] - 0s 1ms/step - loss: 635.2963 - output00_loss: 12.4366 - output01_loss: 14.3666 - output02_loss: 22.5747 - output03_loss: 32.8965 - output04_loss: 27.8333 - output05_loss: 18.5732 - output06_loss: 21.7030 - output07_loss: 23.5656 - output08_loss: 14.5514 - output09_loss: 19.4683 - output10_loss: 19.2014 - output11_loss: 20.8131 - output12_loss: 17.0526 - output13_loss: 26.3609 - output14_loss: 18.9489 - output15_loss: 28.9925 - output16_loss: 20.7885 - output17_loss: 22.6152 - output18_loss: 14.2304 - output19_loss: 11.4747 - output20_loss: 13.2847 - output21_loss: 30.1385 - output22_loss: 22.5483 - output23_loss: 15.4799 - output24_loss: 21.9057 - output25_loss: 28.0105 - output26_loss: 14.6288 - output27_loss: 29.1539 - output28_loss: 22.2418 - output29_loss: 29.4566 - output00_mean_squared_error: 12.4366 - output01_mean_squared_error: 14.3666 - output02_mean_squared_error: 22.5747 - output03_mean_squared_error: 32.8965 - output04_mean_squared_error: 27.8333 - output05_mean_squared_error: 18.5732 - output06_mean_squared_error: 21.7030 - output07_mean_squared_error: 23.5656 - output08_mean_squared_error: 14.5514 - output09_mean_squared_error: 19.4683 - output10_mean_squared_error: 19.2014 - output11_mean_squared_error: 20.8131 - output12_mean_squared_error: 17.0526 - output13_mean_squared_error: 26.3609 - output14_mean_squared_error: 18.9489 - output15_mean_squared_error: 28.9925 - output16_mean_squared_error: 20.7885 - output17_mean_squared_error: 22.6152 - output18_mean_squared_error: 14.2304 - output19_mean_squared_error: 11.4747 - output20_mean_squared_error: 13.2847 - output21_mean_squared_error: 30.1385 - output22_mean_squared_error: 22.5483 - output23_mean_squared_error: 15.4799 - output24_mean_squared_error: 21.9057 - output25_mean_squared_error: 28.0105 - output26_mean_squared_error: 14.6288 - output27_mean_squared_error: 29.1539 - output28_mean_squared_error: 22.2418 - output29_mean_squared_error: 29.4566 Epoch 1099/2000 121/121 [==============================] - 0s 2ms/step - loss: 635.2153 - output00_loss: 12.4363 - output01_loss: 14.3635 - output02_loss: 22.5711 - output03_loss: 32.8934 - output04_loss: 27.8272 - output05_loss: 18.5726 - output06_loss: 21.6967 - output07_loss: 23.5602 - output08_loss: 14.5496 - output09_loss: 19.4669 - output10_loss: 19.2009 - output11_loss: 20.8127 - output12_loss: 17.0507 - output13_loss: 26.3570 - output14_loss: 18.9449 - output15_loss: 28.9883 - output16_loss: 20.7882 - output17_loss: 22.6119 - output18_loss: 14.2299 - output19_loss: 11.4720 - output20_loss: 13.2802 - output21_loss: 30.1361 - output22_loss: 22.5471 - output23_loss: 15.4795 - output24_loss: 21.9037 - output25_loss: 28.0096 - output26_loss: 14.6284 - output27_loss: 29.1515 - output28_loss: 22.2365 - output29_loss: 29.4485 - output00_mean_squared_error: 12.4363 - output01_mean_squared_error: 14.3635 - output02_mean_squared_error: 22.5711 - output03_mean_squared_error: 32.8934 - output04_mean_squared_error: 27.8272 - output05_mean_squared_error: 18.5726 - output06_mean_squared_error: 21.6967 - output07_mean_squared_error: 23.5602 - output08_mean_squared_error: 14.5496 - output09_mean_squared_error: 19.4669 - output10_mean_squared_error: 19.2009 - output11_mean_squared_error: 20.8127 - output12_mean_squared_error: 17.0507 - output13_mean_squared_error: 26.3570 - output14_mean_squared_error: 18.9449 - output15_mean_squared_error: 28.9883 - output16_mean_squared_error: 20.7882 - output17_mean_squared_error: 22.6119 - output18_mean_squared_error: 14.2299 - output19_mean_squared_error: 11.4720 - output20_mean_squared_error: 13.2802 - output21_mean_squared_error: 30.1361 - output22_mean_squared_error: 22.5471 - output23_mean_squared_error: 15.4795 - output24_mean_squared_error: 21.9037 - output25_mean_squared_error: 28.0096 - output26_mean_squared_error: 14.6284 - output27_mean_squared_error: 29.1515 - output28_mean_squared_error: 22.2365 - output29_mean_squared_error: 29.4485 Epoch 1100/2000 121/121 [==============================] - 0s 823us/step - loss: 635.1343 - output00_loss: 12.4360 - output01_loss: 14.3604 - output02_loss: 22.5674 - output03_loss: 32.8904 - output04_loss: 27.8210 - output05_loss: 18.5720 - output06_loss: 21.6904 - output07_loss: 23.5547 - output08_loss: 14.5478 - output09_loss: 19.4655 - output10_loss: 19.2004 - output11_loss: 20.8124 - output12_loss: 17.0488 - output13_loss: 26.3532 - output14_loss: 18.9409 - output15_loss: 28.9841 - output16_loss: 20.7880 - output17_loss: 22.6087 - output18_loss: 14.2294 - output19_loss: 11.4692 - output20_loss: 13.2758 - output21_loss: 30.1338 - output22_loss: 22.5459 - output23_loss: 15.4790 - output24_loss: 21.9017 - output25_loss: 28.0086 - output26_loss: 14.6279 - output27_loss: 29.1492 - output28_loss: 22.2312 - output29_loss: 29.4404 - output00_mean_squared_error: 12.4360 - output01_mean_squared_error: 14.3604 - output02_mean_squared_error: 22.5674 - output03_mean_squared_error: 32.8904 - output04_mean_squared_error: 27.8210 - output05_mean_squared_error: 18.5720 - output06_mean_squared_error: 21.6904 - output07_mean_squared_error: 23.5547 - output08_mean_squared_error: 14.5478 - output09_mean_squared_error: 19.4655 - output10_mean_squared_error: 19.2004 - output11_mean_squared_error: 20.8124 - output12_mean_squared_error: 17.0488 - output13_mean_squared_error: 26.3532 - output14_mean_squared_error: 18.9409 - output15_mean_squared_error: 28.9841 - output16_mean_squared_error: 20.7880 - output17_mean_squared_error: 22.6087 - output18_mean_squared_error: 14.2294 - output19_mean_squared_error: 11.4692 - output20_mean_squared_error: 13.2758 - output21_mean_squared_error: 30.1338 - output22_mean_squared_error: 22.5459 - output23_mean_squared_error: 15.4790 - output24_mean_squared_error: 21.9017 - output25_mean_squared_error: 28.0086 - output26_mean_squared_error: 14.6279 - output27_mean_squared_error: 29.1492 - output28_mean_squared_error: 22.2312 - output29_mean_squared_error: 29.4404 Epoch 1101/2000 121/121 [==============================] - 0s 1ms/step - loss: 635.0536 - output00_loss: 12.4358 - output01_loss: 14.3574 - output02_loss: 22.5638 - output03_loss: 32.8874 - output04_loss: 27.8149 - output05_loss: 18.5714 - output06_loss: 21.6840 - output07_loss: 23.5493 - output08_loss: 14.5461 - output09_loss: 19.4641 - output10_loss: 19.1999 - output11_loss: 20.8120 - output12_loss: 17.0469 - output13_loss: 26.3493 - output14_loss: 18.9370 - output15_loss: 28.9799 - output16_loss: 20.7877 - output17_loss: 22.6054 - output18_loss: 14.2289 - output19_loss: 11.4665 - output20_loss: 13.2714 - output21_loss: 30.1314 - output22_loss: 22.5447 - output23_loss: 15.4786 - output24_loss: 21.8997 - output25_loss: 28.0076 - output26_loss: 14.6275 - output27_loss: 29.1468 - output28_loss: 22.2260 - output29_loss: 29.4323 - output00_mean_squared_error: 12.4358 - output01_mean_squared_error: 14.3574 - output02_mean_squared_error: 22.5638 - output03_mean_squared_error: 32.8874 - output04_mean_squared_error: 27.8149 - output05_mean_squared_error: 18.5714 - output06_mean_squared_error: 21.6840 - output07_mean_squared_error: 23.5493 - output08_mean_squared_error: 14.5461 - output09_mean_squared_error: 19.4641 - output10_mean_squared_error: 19.1999 - output11_mean_squared_error: 20.8120 - output12_mean_squared_error: 17.0469 - output13_mean_squared_error: 26.3493 - output14_mean_squared_error: 18.9370 - output15_mean_squared_error: 28.9799 - output16_mean_squared_error: 20.7877 - output17_mean_squared_error: 22.6054 - output18_mean_squared_error: 14.2289 - output19_mean_squared_error: 11.4665 - output20_mean_squared_error: 13.2714 - output21_mean_squared_error: 30.1314 - output22_mean_squared_error: 22.5447 - output23_mean_squared_error: 15.4786 - output24_mean_squared_error: 21.8997 - output25_mean_squared_error: 28.0076 - output26_mean_squared_error: 14.6275 - output27_mean_squared_error: 29.1468 - output28_mean_squared_error: 22.2260 - output29_mean_squared_error: 29.4323 Epoch 1102/2000 121/121 [==============================] - 0s 1ms/step - loss: 634.9731 - output00_loss: 12.4355 - output01_loss: 14.3543 - output02_loss: 22.5602 - output03_loss: 32.8844 - output04_loss: 27.8088 - output05_loss: 18.5708 - output06_loss: 21.6777 - output07_loss: 23.5439 - output08_loss: 14.5443 - output09_loss: 19.4627 - output10_loss: 19.1994 - output11_loss: 20.8117 - output12_loss: 17.0450 - output13_loss: 26.3455 - output14_loss: 18.9330 - output15_loss: 28.9758 - output16_loss: 20.7875 - output17_loss: 22.6022 - output18_loss: 14.2284 - output19_loss: 11.4637 - output20_loss: 13.2669 - output21_loss: 30.1290 - output22_loss: 22.5435 - output23_loss: 15.4782 - output24_loss: 21.8977 - output25_loss: 28.0067 - output26_loss: 14.6270 - output27_loss: 29.1445 - output28_loss: 22.2207 - output29_loss: 29.4242 - output00_mean_squared_error: 12.4355 - output01_mean_squared_error: 14.3543 - output02_mean_squared_error: 22.5602 - output03_mean_squared_error: 32.8844 - output04_mean_squared_error: 27.8088 - output05_mean_squared_error: 18.5708 - output06_mean_squared_error: 21.6777 - output07_mean_squared_error: 23.5439 - output08_mean_squared_error: 14.5443 - output09_mean_squared_error: 19.4627 - output10_mean_squared_error: 19.1994 - output11_mean_squared_error: 20.8117 - output12_mean_squared_error: 17.0450 - output13_mean_squared_error: 26.3455 - output14_mean_squared_error: 18.9330 - output15_mean_squared_error: 28.9758 - output16_mean_squared_error: 20.7875 - output17_mean_squared_error: 22.6022 - output18_mean_squared_error: 14.2284 - output19_mean_squared_error: 11.4637 - output20_mean_squared_error: 13.2669 - output21_mean_squared_error: 30.1290 - output22_mean_squared_error: 22.5435 - output23_mean_squared_error: 15.4782 - output24_mean_squared_error: 21.8977 - output25_mean_squared_error: 28.0067 - output26_mean_squared_error: 14.6270 - output27_mean_squared_error: 29.1445 - output28_mean_squared_error: 22.2207 - output29_mean_squared_error: 29.4242 Epoch 1103/2000 121/121 [==============================] - 0s 1ms/step - loss: 634.8928 - output00_loss: 12.4352 - output01_loss: 14.3513 - output02_loss: 22.5565 - output03_loss: 32.8815 - output04_loss: 27.8026 - output05_loss: 18.5702 - output06_loss: 21.6714 - output07_loss: 23.5385 - output08_loss: 14.5426 - output09_loss: 19.4613 - output10_loss: 19.1988 - output11_loss: 20.8114 - output12_loss: 17.0431 - output13_loss: 26.3416 - output14_loss: 18.9290 - output15_loss: 28.9716 - output16_loss: 20.7873 - output17_loss: 22.5989 - output18_loss: 14.2279 - output19_loss: 11.4610 - output20_loss: 13.2625 - output21_loss: 30.1267 - output22_loss: 22.5423 - output23_loss: 15.4778 - output24_loss: 21.8957 - output25_loss: 28.0058 - output26_loss: 14.6266 - output27_loss: 29.1422 - output28_loss: 22.2154 - output29_loss: 29.4161 - output00_mean_squared_error: 12.4352 - output01_mean_squared_error: 14.3513 - output02_mean_squared_error: 22.5565 - output03_mean_squared_error: 32.8815 - output04_mean_squared_error: 27.8026 - output05_mean_squared_error: 18.5702 - output06_mean_squared_error: 21.6714 - output07_mean_squared_error: 23.5385 - output08_mean_squared_error: 14.5426 - output09_mean_squared_error: 19.4613 - output10_mean_squared_error: 19.1988 - output11_mean_squared_error: 20.8114 - output12_mean_squared_error: 17.0431 - output13_mean_squared_error: 26.3416 - output14_mean_squared_error: 18.9290 - output15_mean_squared_error: 28.9716 - output16_mean_squared_error: 20.7873 - output17_mean_squared_error: 22.5989 - output18_mean_squared_error: 14.2279 - output19_mean_squared_error: 11.4610 - output20_mean_squared_error: 13.2625 - output21_mean_squared_error: 30.1267 - output22_mean_squared_error: 22.5423 - output23_mean_squared_error: 15.4778 - output24_mean_squared_error: 21.8957 - output25_mean_squared_error: 28.0058 - output26_mean_squared_error: 14.6266 - output27_mean_squared_error: 29.1422 - output28_mean_squared_error: 22.2154 - output29_mean_squared_error: 29.4161 Epoch 1104/2000 121/121 [==============================] - 0s 1ms/step - loss: 634.8127 - output00_loss: 12.4349 - output01_loss: 14.3482 - output02_loss: 22.5529 - output03_loss: 32.8785 - output04_loss: 27.7965 - output05_loss: 18.5696 - output06_loss: 21.6651 - output07_loss: 23.5331 - output08_loss: 14.5408 - output09_loss: 19.4600 - output10_loss: 19.1983 - output11_loss: 20.8110 - output12_loss: 17.0412 - output13_loss: 26.3378 - output14_loss: 18.9251 - output15_loss: 28.9674 - output16_loss: 20.7870 - output17_loss: 22.5957 - output18_loss: 14.2274 - output19_loss: 11.4582 - output20_loss: 13.2581 - output21_loss: 30.1243 - output22_loss: 22.5411 - output23_loss: 15.4774 - output24_loss: 21.8937 - output25_loss: 28.0048 - output26_loss: 14.6261 - output27_loss: 29.1399 - output28_loss: 22.2102 - output29_loss: 29.4081 - output00_mean_squared_error: 12.4349 - output01_mean_squared_error: 14.3482 - output02_mean_squared_error: 22.5529 - output03_mean_squared_error: 32.8785 - output04_mean_squared_error: 27.7965 - output05_mean_squared_error: 18.5696 - output06_mean_squared_error: 21.6651 - output07_mean_squared_error: 23.5331 - output08_mean_squared_error: 14.5408 - output09_mean_squared_error: 19.4600 - output10_mean_squared_error: 19.1983 - output11_mean_squared_error: 20.8110 - output12_mean_squared_error: 17.0412 - output13_mean_squared_error: 26.3378 - output14_mean_squared_error: 18.9251 - output15_mean_squared_error: 28.9674 - output16_mean_squared_error: 20.7870 - output17_mean_squared_error: 22.5957 - output18_mean_squared_error: 14.2274 - output19_mean_squared_error: 11.4582 - output20_mean_squared_error: 13.2581 - output21_mean_squared_error: 30.1243 - output22_mean_squared_error: 22.5411 - output23_mean_squared_error: 15.4774 - output24_mean_squared_error: 21.8937 - output25_mean_squared_error: 28.0048 - output26_mean_squared_error: 14.6261 - output27_mean_squared_error: 29.1399 - output28_mean_squared_error: 22.2102 - output29_mean_squared_error: 29.4081 Epoch 1105/2000 121/121 [==============================] - 0s 1ms/step - loss: 634.7326 - output00_loss: 12.4347 - output01_loss: 14.3452 - output02_loss: 22.5493 - output03_loss: 32.8755 - output04_loss: 27.7904 - output05_loss: 18.5690 - output06_loss: 21.6588 - output07_loss: 23.5278 - output08_loss: 14.5391 - output09_loss: 19.4586 - output10_loss: 19.1978 - output11_loss: 20.8107 - output12_loss: 17.0394 - output13_loss: 26.3340 - output14_loss: 18.9211 - output15_loss: 28.9632 - output16_loss: 20.7868 - output17_loss: 22.5925 - output18_loss: 14.2269 - output19_loss: 11.4555 - output20_loss: 13.2537 - output21_loss: 30.1220 - output22_loss: 22.5399 - output23_loss: 15.4769 - output24_loss: 21.8917 - output25_loss: 28.0039 - output26_loss: 14.6257 - output27_loss: 29.1375 - output28_loss: 22.2050 - output29_loss: 29.4000 - output00_mean_squared_error: 12.4347 - output01_mean_squared_error: 14.3452 - output02_mean_squared_error: 22.5493 - output03_mean_squared_error: 32.8755 - output04_mean_squared_error: 27.7904 - output05_mean_squared_error: 18.5690 - output06_mean_squared_error: 21.6588 - output07_mean_squared_error: 23.5278 - output08_mean_squared_error: 14.5391 - output09_mean_squared_error: 19.4586 - output10_mean_squared_error: 19.1978 - output11_mean_squared_error: 20.8107 - output12_mean_squared_error: 17.0394 - output13_mean_squared_error: 26.3340 - output14_mean_squared_error: 18.9211 - output15_mean_squared_error: 28.9632 - output16_mean_squared_error: 20.7868 - output17_mean_squared_error: 22.5925 - output18_mean_squared_error: 14.2269 - output19_mean_squared_error: 11.4555 - output20_mean_squared_error: 13.2537 - output21_mean_squared_error: 30.1220 - output22_mean_squared_error: 22.5399 - output23_mean_squared_error: 15.4769 - output24_mean_squared_error: 21.8917 - output25_mean_squared_error: 28.0039 - output26_mean_squared_error: 14.6257 - output27_mean_squared_error: 29.1375 - output28_mean_squared_error: 22.2050 - output29_mean_squared_error: 29.4000 Epoch 1106/2000 121/121 [==============================] - 0s 1ms/step - loss: 634.6528 - output00_loss: 12.4344 - output01_loss: 14.3421 - output02_loss: 22.5457 - output03_loss: 32.8726 - output04_loss: 27.7844 - output05_loss: 18.5684 - output06_loss: 21.6526 - output07_loss: 23.5224 - output08_loss: 14.5374 - output09_loss: 19.4572 - output10_loss: 19.1973 - output11_loss: 20.8103 - output12_loss: 17.0375 - output13_loss: 26.3301 - output14_loss: 18.9172 - output15_loss: 28.9591 - output16_loss: 20.7865 - output17_loss: 22.5893 - output18_loss: 14.2264 - output19_loss: 11.4528 - output20_loss: 13.2493 - output21_loss: 30.1196 - output22_loss: 22.5387 - output23_loss: 15.4765 - output24_loss: 21.8897 - output25_loss: 28.0029 - output26_loss: 14.6252 - output27_loss: 29.1352 - output28_loss: 22.1997 - output29_loss: 29.3920 - output00_mean_squared_error: 12.4344 - output01_mean_squared_error: 14.3421 - output02_mean_squared_error: 22.5457 - output03_mean_squared_error: 32.8726 - output04_mean_squared_error: 27.7844 - output05_mean_squared_error: 18.5684 - output06_mean_squared_error: 21.6526 - output07_mean_squared_error: 23.5224 - output08_mean_squared_error: 14.5374 - output09_mean_squared_error: 19.4572 - output10_mean_squared_error: 19.1973 - output11_mean_squared_error: 20.8103 - output12_mean_squared_error: 17.0375 - output13_mean_squared_error: 26.3301 - output14_mean_squared_error: 18.9172 - output15_mean_squared_error: 28.9591 - output16_mean_squared_error: 20.7865 - output17_mean_squared_error: 22.5893 - output18_mean_squared_error: 14.2264 - output19_mean_squared_error: 11.4528 - output20_mean_squared_error: 13.2493 - output21_mean_squared_error: 30.1196 - output22_mean_squared_error: 22.5387 - output23_mean_squared_error: 15.4765 - output24_mean_squared_error: 21.8897 - output25_mean_squared_error: 28.0029 - output26_mean_squared_error: 14.6252 - output27_mean_squared_error: 29.1352 - output28_mean_squared_error: 22.1997 - output29_mean_squared_error: 29.3920 Epoch 1107/2000 121/121 [==============================] - 0s 1ms/step - loss: 634.5731 - output00_loss: 12.4342 - output01_loss: 14.3391 - output02_loss: 22.5421 - output03_loss: 32.8697 - output04_loss: 27.7783 - output05_loss: 18.5678 - output06_loss: 21.6463 - output07_loss: 23.5170 - output08_loss: 14.5356 - output09_loss: 19.4559 - output10_loss: 19.1968 - output11_loss: 20.8100 - output12_loss: 17.0356 - output13_loss: 26.3263 - output14_loss: 18.9132 - output15_loss: 28.9549 - output16_loss: 20.7863 - output17_loss: 22.5861 - output18_loss: 14.2259 - output19_loss: 11.4500 - output20_loss: 13.2450 - output21_loss: 30.1173 - output22_loss: 22.5375 - output23_loss: 15.4761 - output24_loss: 21.8877 - output25_loss: 28.0020 - output26_loss: 14.6248 - output27_loss: 29.1329 - output28_loss: 22.1945 - output29_loss: 29.3840 - output00_mean_squared_error: 12.4342 - output01_mean_squared_error: 14.3391 - output02_mean_squared_error: 22.5421 - output03_mean_squared_error: 32.8697 - output04_mean_squared_error: 27.7783 - output05_mean_squared_error: 18.5678 - output06_mean_squared_error: 21.6463 - output07_mean_squared_error: 23.5170 - output08_mean_squared_error: 14.5356 - output09_mean_squared_error: 19.4559 - output10_mean_squared_error: 19.1968 - output11_mean_squared_error: 20.8100 - output12_mean_squared_error: 17.0356 - output13_mean_squared_error: 26.3263 - output14_mean_squared_error: 18.9132 - output15_mean_squared_error: 28.9549 - output16_mean_squared_error: 20.7863 - output17_mean_squared_error: 22.5861 - output18_mean_squared_error: 14.2259 - output19_mean_squared_error: 11.4500 - output20_mean_squared_error: 13.2450 - output21_mean_squared_error: 30.1173 - output22_mean_squared_error: 22.5375 - output23_mean_squared_error: 15.4761 - output24_mean_squared_error: 21.8877 - output25_mean_squared_error: 28.0020 - output26_mean_squared_error: 14.6248 - output27_mean_squared_error: 29.1329 - output28_mean_squared_error: 22.1945 - output29_mean_squared_error: 29.3840 Epoch 1108/2000 121/121 [==============================] - 0s 1ms/step - loss: 634.4936 - output00_loss: 12.4339 - output01_loss: 14.3361 - output02_loss: 22.5385 - output03_loss: 32.8667 - output04_loss: 27.7722 - output05_loss: 18.5672 - output06_loss: 21.6401 - output07_loss: 23.5117 - output08_loss: 14.5339 - output09_loss: 19.4545 - output10_loss: 19.1963 - output11_loss: 20.8097 - output12_loss: 17.0338 - output13_loss: 26.3225 - output14_loss: 18.9093 - output15_loss: 28.9508 - output16_loss: 20.7861 - output17_loss: 22.5829 - output18_loss: 14.2254 - output19_loss: 11.4473 - output20_loss: 13.2406 - output21_loss: 30.1150 - output22_loss: 22.5363 - output23_loss: 15.4757 - output24_loss: 21.8858 - output25_loss: 28.0011 - output26_loss: 14.6243 - output27_loss: 29.1306 - output28_loss: 22.1893 - output29_loss: 29.3760 - output00_mean_squared_error: 12.4339 - output01_mean_squared_error: 14.3361 - output02_mean_squared_error: 22.5385 - output03_mean_squared_error: 32.8667 - output04_mean_squared_error: 27.7722 - output05_mean_squared_error: 18.5672 - output06_mean_squared_error: 21.6401 - output07_mean_squared_error: 23.5117 - output08_mean_squared_error: 14.5339 - output09_mean_squared_error: 19.4545 - output10_mean_squared_error: 19.1963 - output11_mean_squared_error: 20.8097 - output12_mean_squared_error: 17.0338 - output13_mean_squared_error: 26.3225 - output14_mean_squared_error: 18.9093 - output15_mean_squared_error: 28.9508 - output16_mean_squared_error: 20.7861 - output17_mean_squared_error: 22.5829 - output18_mean_squared_error: 14.2254 - output19_mean_squared_error: 11.4473 - output20_mean_squared_error: 13.2406 - output21_mean_squared_error: 30.1150 - output22_mean_squared_error: 22.5363 - output23_mean_squared_error: 15.4757 - output24_mean_squared_error: 21.8858 - output25_mean_squared_error: 28.0011 - output26_mean_squared_error: 14.6243 - output27_mean_squared_error: 29.1306 - output28_mean_squared_error: 22.1893 - output29_mean_squared_error: 29.3760 Epoch 1109/2000 121/121 [==============================] - 0s 1ms/step - loss: 634.4143 - output00_loss: 12.4336 - output01_loss: 14.3331 - output02_loss: 22.5350 - output03_loss: 32.8638 - output04_loss: 27.7662 - output05_loss: 18.5666 - output06_loss: 21.6338 - output07_loss: 23.5064 - output08_loss: 14.5322 - output09_loss: 19.4532 - output10_loss: 19.1958 - output11_loss: 20.8093 - output12_loss: 17.0319 - output13_loss: 26.3187 - output14_loss: 18.9054 - output15_loss: 28.9466 - output16_loss: 20.7858 - output17_loss: 22.5797 - output18_loss: 14.2250 - output19_loss: 11.4446 - output20_loss: 13.2363 - output21_loss: 30.1127 - output22_loss: 22.5352 - output23_loss: 15.4753 - output24_loss: 21.8838 - output25_loss: 28.0002 - output26_loss: 14.6239 - output27_loss: 29.1283 - output28_loss: 22.1841 - output29_loss: 29.3680 - output00_mean_squared_error: 12.4336 - output01_mean_squared_error: 14.3331 - output02_mean_squared_error: 22.5350 - output03_mean_squared_error: 32.8638 - output04_mean_squared_error: 27.7662 - output05_mean_squared_error: 18.5666 - output06_mean_squared_error: 21.6338 - output07_mean_squared_error: 23.5064 - output08_mean_squared_error: 14.5322 - output09_mean_squared_error: 19.4532 - output10_mean_squared_error: 19.1958 - output11_mean_squared_error: 20.8093 - output12_mean_squared_error: 17.0319 - output13_mean_squared_error: 26.3187 - output14_mean_squared_error: 18.9054 - output15_mean_squared_error: 28.9466 - output16_mean_squared_error: 20.7858 - output17_mean_squared_error: 22.5797 - output18_mean_squared_error: 14.2250 - output19_mean_squared_error: 11.4446 - output20_mean_squared_error: 13.2363 - output21_mean_squared_error: 30.1127 - output22_mean_squared_error: 22.5352 - output23_mean_squared_error: 15.4753 - output24_mean_squared_error: 21.8838 - output25_mean_squared_error: 28.0002 - output26_mean_squared_error: 14.6239 - output27_mean_squared_error: 29.1283 - output28_mean_squared_error: 22.1841 - output29_mean_squared_error: 29.3680 Epoch 1110/2000 121/121 [==============================] - 0s 826us/step - loss: 634.3352 - output00_loss: 12.4334 - output01_loss: 14.3301 - output02_loss: 22.5314 - output03_loss: 32.8609 - output04_loss: 27.7601 - output05_loss: 18.5660 - output06_loss: 21.6276 - output07_loss: 23.5010 - output08_loss: 14.5305 - output09_loss: 19.4518 - output10_loss: 19.1953 - output11_loss: 20.8090 - output12_loss: 17.0301 - output13_loss: 26.3149 - output14_loss: 18.9015 - output15_loss: 28.9425 - output16_loss: 20.7856 - output17_loss: 22.5765 - output18_loss: 14.2245 - output19_loss: 11.4418 - output20_loss: 13.2319 - output21_loss: 30.1104 - output22_loss: 22.5340 - output23_loss: 15.4749 - output24_loss: 21.8818 - output25_loss: 27.9992 - output26_loss: 14.6235 - output27_loss: 29.1260 - output28_loss: 22.1789 - output29_loss: 29.3600 - output00_mean_squared_error: 12.4334 - output01_mean_squared_error: 14.3301 - output02_mean_squared_error: 22.5314 - output03_mean_squared_error: 32.8609 - output04_mean_squared_error: 27.7601 - output05_mean_squared_error: 18.5660 - output06_mean_squared_error: 21.6276 - output07_mean_squared_error: 23.5010 - output08_mean_squared_error: 14.5305 - output09_mean_squared_error: 19.4518 - output10_mean_squared_error: 19.1953 - output11_mean_squared_error: 20.8090 - output12_mean_squared_error: 17.0301 - output13_mean_squared_error: 26.3149 - output14_mean_squared_error: 18.9015 - output15_mean_squared_error: 28.9425 - output16_mean_squared_error: 20.7856 - output17_mean_squared_error: 22.5765 - output18_mean_squared_error: 14.2245 - output19_mean_squared_error: 11.4418 - output20_mean_squared_error: 13.2319 - output21_mean_squared_error: 30.1104 - output22_mean_squared_error: 22.5340 - output23_mean_squared_error: 15.4749 - output24_mean_squared_error: 21.8818 - output25_mean_squared_error: 27.9992 - output26_mean_squared_error: 14.6235 - output27_mean_squared_error: 29.1260 - output28_mean_squared_error: 22.1789 - output29_mean_squared_error: 29.3600 Epoch 1111/2000 121/121 [==============================] - 0s 747us/step - loss: 634.2562 - output00_loss: 12.4331 - output01_loss: 14.3271 - output02_loss: 22.5278 - output03_loss: 32.8580 - output04_loss: 27.7541 - output05_loss: 18.5654 - output06_loss: 21.6214 - output07_loss: 23.4957 - output08_loss: 14.5288 - output09_loss: 19.4505 - output10_loss: 19.1948 - output11_loss: 20.8087 - output12_loss: 17.0282 - output13_loss: 26.3111 - output14_loss: 18.8975 - output15_loss: 28.9384 - output16_loss: 20.7854 - output17_loss: 22.5734 - output18_loss: 14.2240 - output19_loss: 11.4391 - output20_loss: 13.2276 - output21_loss: 30.1081 - output22_loss: 22.5328 - output23_loss: 15.4745 - output24_loss: 21.8799 - output25_loss: 27.9983 - output26_loss: 14.6230 - output27_loss: 29.1238 - output28_loss: 22.1737 - output29_loss: 29.3520 - output00_mean_squared_error: 12.4331 - output01_mean_squared_error: 14.3271 - output02_mean_squared_error: 22.5278 - output03_mean_squared_error: 32.8580 - output04_mean_squared_error: 27.7541 - output05_mean_squared_error: 18.5654 - output06_mean_squared_error: 21.6214 - output07_mean_squared_error: 23.4957 - output08_mean_squared_error: 14.5288 - output09_mean_squared_error: 19.4505 - output10_mean_squared_error: 19.1948 - output11_mean_squared_error: 20.8087 - output12_mean_squared_error: 17.0282 - output13_mean_squared_error: 26.3111 - output14_mean_squared_error: 18.8975 - output15_mean_squared_error: 28.9384 - output16_mean_squared_error: 20.7854 - output17_mean_squared_error: 22.5734 - output18_mean_squared_error: 14.2240 - output19_mean_squared_error: 11.4391 - output20_mean_squared_error: 13.2276 - output21_mean_squared_error: 30.1081 - output22_mean_squared_error: 22.5328 - output23_mean_squared_error: 15.4745 - output24_mean_squared_error: 21.8799 - output25_mean_squared_error: 27.9983 - output26_mean_squared_error: 14.6230 - output27_mean_squared_error: 29.1238 - output28_mean_squared_error: 22.1737 - output29_mean_squared_error: 29.3520 Epoch 1112/2000 121/121 [==============================] - 0s 798us/step - loss: 634.1775 - output00_loss: 12.4329 - output01_loss: 14.3241 - output02_loss: 22.5243 - output03_loss: 32.8551 - output04_loss: 27.7481 - output05_loss: 18.5648 - output06_loss: 21.6152 - output07_loss: 23.4904 - output08_loss: 14.5271 - output09_loss: 19.4491 - output10_loss: 19.1943 - output11_loss: 20.8084 - output12_loss: 17.0264 - output13_loss: 26.3074 - output14_loss: 18.8937 - output15_loss: 28.9343 - output16_loss: 20.7851 - output17_loss: 22.5702 - output18_loss: 14.2235 - output19_loss: 11.4364 - output20_loss: 13.2232 - output21_loss: 30.1058 - output22_loss: 22.5317 - output23_loss: 15.4741 - output24_loss: 21.8779 - output25_loss: 27.9974 - output26_loss: 14.6226 - output27_loss: 29.1215 - output28_loss: 22.1685 - output29_loss: 29.3441 - output00_mean_squared_error: 12.4329 - output01_mean_squared_error: 14.3241 - output02_mean_squared_error: 22.5243 - output03_mean_squared_error: 32.8551 - output04_mean_squared_error: 27.7481 - output05_mean_squared_error: 18.5648 - output06_mean_squared_error: 21.6152 - output07_mean_squared_error: 23.4904 - output08_mean_squared_error: 14.5271 - output09_mean_squared_error: 19.4491 - output10_mean_squared_error: 19.1943 - output11_mean_squared_error: 20.8084 - output12_mean_squared_error: 17.0264 - output13_mean_squared_error: 26.3074 - output14_mean_squared_error: 18.8937 - output15_mean_squared_error: 28.9343 - output16_mean_squared_error: 20.7851 - output17_mean_squared_error: 22.5702 - output18_mean_squared_error: 14.2235 - output19_mean_squared_error: 11.4364 - output20_mean_squared_error: 13.2232 - output21_mean_squared_error: 30.1058 - output22_mean_squared_error: 22.5317 - output23_mean_squared_error: 15.4741 - output24_mean_squared_error: 21.8779 - output25_mean_squared_error: 27.9974 - output26_mean_squared_error: 14.6226 - output27_mean_squared_error: 29.1215 - output28_mean_squared_error: 22.1685 - output29_mean_squared_error: 29.3441 Epoch 1113/2000 121/121 [==============================] - 0s 957us/step - loss: 634.0989 - output00_loss: 12.4326 - output01_loss: 14.3211 - output02_loss: 22.5207 - output03_loss: 32.8522 - output04_loss: 27.7421 - output05_loss: 18.5643 - output06_loss: 21.6090 - output07_loss: 23.4851 - output08_loss: 14.5254 - output09_loss: 19.4478 - output10_loss: 19.1938 - output11_loss: 20.8080 - output12_loss: 17.0246 - output13_loss: 26.3036 - output14_loss: 18.8898 - output15_loss: 28.9301 - output16_loss: 20.7849 - output17_loss: 22.5670 - output18_loss: 14.2230 - output19_loss: 11.4337 - output20_loss: 13.2189 - output21_loss: 30.1035 - output22_loss: 22.5305 - output23_loss: 15.4737 - output24_loss: 21.8760 - output25_loss: 27.9965 - output26_loss: 14.6222 - output27_loss: 29.1192 - output28_loss: 22.1633 - output29_loss: 29.3361 - output00_mean_squared_error: 12.4326 - output01_mean_squared_error: 14.3211 - output02_mean_squared_error: 22.5207 - output03_mean_squared_error: 32.8522 - output04_mean_squared_error: 27.7421 - output05_mean_squared_error: 18.5643 - output06_mean_squared_error: 21.6090 - output07_mean_squared_error: 23.4851 - output08_mean_squared_error: 14.5254 - output09_mean_squared_error: 19.4478 - output10_mean_squared_error: 19.1938 - output11_mean_squared_error: 20.8080 - output12_mean_squared_error: 17.0246 - output13_mean_squared_error: 26.3036 - output14_mean_squared_error: 18.8898 - output15_mean_squared_error: 28.9301 - output16_mean_squared_error: 20.7849 - output17_mean_squared_error: 22.5670 - output18_mean_squared_error: 14.2230 - output19_mean_squared_error: 11.4337 - output20_mean_squared_error: 13.2189 - output21_mean_squared_error: 30.1035 - output22_mean_squared_error: 22.5305 - output23_mean_squared_error: 15.4737 - output24_mean_squared_error: 21.8760 - output25_mean_squared_error: 27.9965 - output26_mean_squared_error: 14.6222 - output27_mean_squared_error: 29.1192 - output28_mean_squared_error: 22.1633 - output29_mean_squared_error: 29.3361 Epoch 1114/2000 121/121 [==============================] - 0s 900us/step - loss: 634.0204 - output00_loss: 12.4324 - output01_loss: 14.3181 - output02_loss: 22.5172 - output03_loss: 32.8494 - output04_loss: 27.7361 - output05_loss: 18.5637 - output06_loss: 21.6028 - output07_loss: 23.4798 - output08_loss: 14.5237 - output09_loss: 19.4465 - output10_loss: 19.1933 - output11_loss: 20.8077 - output12_loss: 17.0228 - output13_loss: 26.2998 - output14_loss: 18.8859 - output15_loss: 28.9260 - output16_loss: 20.7847 - output17_loss: 22.5639 - output18_loss: 14.2226 - output19_loss: 11.4310 - output20_loss: 13.2146 - output21_loss: 30.1012 - output22_loss: 22.5294 - output23_loss: 15.4733 - output24_loss: 21.8741 - output25_loss: 27.9956 - output26_loss: 14.6218 - output27_loss: 29.1169 - output28_loss: 22.1582 - output29_loss: 29.3282 - output00_mean_squared_error: 12.4324 - output01_mean_squared_error: 14.3181 - output02_mean_squared_error: 22.5172 - output03_mean_squared_error: 32.8494 - output04_mean_squared_error: 27.7361 - output05_mean_squared_error: 18.5637 - output06_mean_squared_error: 21.6028 - output07_mean_squared_error: 23.4798 - output08_mean_squared_error: 14.5237 - output09_mean_squared_error: 19.4465 - output10_mean_squared_error: 19.1933 - output11_mean_squared_error: 20.8077 - output12_mean_squared_error: 17.0228 - output13_mean_squared_error: 26.2998 - output14_mean_squared_error: 18.8859 - output15_mean_squared_error: 28.9260 - output16_mean_squared_error: 20.7847 - output17_mean_squared_error: 22.5639 - output18_mean_squared_error: 14.2226 - output19_mean_squared_error: 11.4310 - output20_mean_squared_error: 13.2146 - output21_mean_squared_error: 30.1012 - output22_mean_squared_error: 22.5294 - output23_mean_squared_error: 15.4733 - output24_mean_squared_error: 21.8741 - output25_mean_squared_error: 27.9956 - output26_mean_squared_error: 14.6218 - output27_mean_squared_error: 29.1169 - output28_mean_squared_error: 22.1582 - output29_mean_squared_error: 29.3282 Epoch 1115/2000 121/121 [==============================] - 0s 792us/step - loss: 633.9421 - output00_loss: 12.4321 - output01_loss: 14.3151 - output02_loss: 22.5136 - output03_loss: 32.8465 - output04_loss: 27.7301 - output05_loss: 18.5631 - output06_loss: 21.5967 - output07_loss: 23.4745 - output08_loss: 14.5220 - output09_loss: 19.4452 - output10_loss: 19.1928 - output11_loss: 20.8074 - output12_loss: 17.0209 - output13_loss: 26.2961 - output14_loss: 18.8820 - output15_loss: 28.9219 - output16_loss: 20.7845 - output17_loss: 22.5607 - output18_loss: 14.2221 - output19_loss: 11.4283 - output20_loss: 13.2103 - output21_loss: 30.0990 - output22_loss: 22.5282 - output23_loss: 15.4729 - output24_loss: 21.8721 - output25_loss: 27.9947 - output26_loss: 14.6213 - output27_loss: 29.1147 - output28_loss: 22.1530 - output29_loss: 29.3203 - output00_mean_squared_error: 12.4321 - output01_mean_squared_error: 14.3151 - output02_mean_squared_error: 22.5136 - output03_mean_squared_error: 32.8465 - output04_mean_squared_error: 27.7301 - output05_mean_squared_error: 18.5631 - output06_mean_squared_error: 21.5967 - output07_mean_squared_error: 23.4745 - output08_mean_squared_error: 14.5220 - output09_mean_squared_error: 19.4452 - output10_mean_squared_error: 19.1928 - output11_mean_squared_error: 20.8074 - output12_mean_squared_error: 17.0209 - output13_mean_squared_error: 26.2961 - output14_mean_squared_error: 18.8820 - output15_mean_squared_error: 28.9219 - output16_mean_squared_error: 20.7845 - output17_mean_squared_error: 22.5607 - output18_mean_squared_error: 14.2221 - output19_mean_squared_error: 11.4283 - output20_mean_squared_error: 13.2103 - output21_mean_squared_error: 30.0990 - output22_mean_squared_error: 22.5282 - output23_mean_squared_error: 15.4729 - output24_mean_squared_error: 21.8721 - output25_mean_squared_error: 27.9947 - output26_mean_squared_error: 14.6213 - output27_mean_squared_error: 29.1147 - output28_mean_squared_error: 22.1530 - output29_mean_squared_error: 29.3203 Epoch 1116/2000 121/121 [==============================] - 0s 1ms/step - loss: 633.8640 - output00_loss: 12.4319 - output01_loss: 14.3121 - output02_loss: 22.5101 - output03_loss: 32.8436 - output04_loss: 27.7241 - output05_loss: 18.5625 - output06_loss: 21.5905 - output07_loss: 23.4693 - output08_loss: 14.5203 - output09_loss: 19.4438 - output10_loss: 19.1923 - output11_loss: 20.8071 - output12_loss: 17.0191 - output13_loss: 26.2923 - output14_loss: 18.8781 - output15_loss: 28.9179 - output16_loss: 20.7842 - output17_loss: 22.5576 - output18_loss: 14.2216 - output19_loss: 11.4256 - output20_loss: 13.2060 - output21_loss: 30.0967 - output22_loss: 22.5271 - output23_loss: 15.4725 - output24_loss: 21.8702 - output25_loss: 27.9938 - output26_loss: 14.6209 - output27_loss: 29.1124 - output28_loss: 22.1479 - output29_loss: 29.3124 - output00_mean_squared_error: 12.4319 - output01_mean_squared_error: 14.3121 - output02_mean_squared_error: 22.5101 - output03_mean_squared_error: 32.8436 - output04_mean_squared_error: 27.7241 - output05_mean_squared_error: 18.5625 - output06_mean_squared_error: 21.5905 - output07_mean_squared_error: 23.4693 - output08_mean_squared_error: 14.5203 - output09_mean_squared_error: 19.4438 - output10_mean_squared_error: 19.1923 - output11_mean_squared_error: 20.8071 - output12_mean_squared_error: 17.0191 - output13_mean_squared_error: 26.2923 - output14_mean_squared_error: 18.8781 - output15_mean_squared_error: 28.9179 - output16_mean_squared_error: 20.7842 - output17_mean_squared_error: 22.5576 - output18_mean_squared_error: 14.2216 - output19_mean_squared_error: 11.4256 - output20_mean_squared_error: 13.2060 - output21_mean_squared_error: 30.0967 - output22_mean_squared_error: 22.5271 - output23_mean_squared_error: 15.4725 - output24_mean_squared_error: 21.8702 - output25_mean_squared_error: 27.9938 - output26_mean_squared_error: 14.6209 - output27_mean_squared_error: 29.1124 - output28_mean_squared_error: 22.1479 - output29_mean_squared_error: 29.3124 Epoch 1117/2000 121/121 [==============================] - 0s 953us/step - loss: 633.7860 - output00_loss: 12.4316 - output01_loss: 14.3092 - output02_loss: 22.5066 - output03_loss: 32.8408 - output04_loss: 27.7181 - output05_loss: 18.5620 - output06_loss: 21.5844 - output07_loss: 23.4640 - output08_loss: 14.5187 - output09_loss: 19.4425 - output10_loss: 19.1918 - output11_loss: 20.8068 - output12_loss: 17.0173 - output13_loss: 26.2886 - output14_loss: 18.8743 - output15_loss: 28.9138 - output16_loss: 20.7840 - output17_loss: 22.5545 - output18_loss: 14.2212 - output19_loss: 11.4229 - output20_loss: 13.2018 - output21_loss: 30.0944 - output22_loss: 22.5259 - output23_loss: 15.4721 - output24_loss: 21.8683 - output25_loss: 27.9929 - output26_loss: 14.6205 - output27_loss: 29.1102 - output28_loss: 22.1427 - output29_loss: 29.3045 - output00_mean_squared_error: 12.4316 - output01_mean_squared_error: 14.3092 - output02_mean_squared_error: 22.5066 - output03_mean_squared_error: 32.8408 - output04_mean_squared_error: 27.7181 - output05_mean_squared_error: 18.5620 - output06_mean_squared_error: 21.5844 - output07_mean_squared_error: 23.4640 - output08_mean_squared_error: 14.5187 - output09_mean_squared_error: 19.4425 - output10_mean_squared_error: 19.1918 - output11_mean_squared_error: 20.8068 - output12_mean_squared_error: 17.0173 - output13_mean_squared_error: 26.2886 - output14_mean_squared_error: 18.8743 - output15_mean_squared_error: 28.9138 - output16_mean_squared_error: 20.7840 - output17_mean_squared_error: 22.5545 - output18_mean_squared_error: 14.2212 - output19_mean_squared_error: 11.4229 - output20_mean_squared_error: 13.2018 - output21_mean_squared_error: 30.0944 - output22_mean_squared_error: 22.5259 - output23_mean_squared_error: 15.4721 - output24_mean_squared_error: 21.8683 - output25_mean_squared_error: 27.9929 - output26_mean_squared_error: 14.6205 - output27_mean_squared_error: 29.1102 - output28_mean_squared_error: 22.1427 - output29_mean_squared_error: 29.3045 Epoch 1118/2000 121/121 [==============================] - 0s 1ms/step - loss: 633.7084 - output00_loss: 12.4314 - output01_loss: 14.3062 - output02_loss: 22.5031 - output03_loss: 32.8380 - output04_loss: 27.7121 - output05_loss: 18.5614 - output06_loss: 21.5783 - output07_loss: 23.4588 - output08_loss: 14.5170 - output09_loss: 19.4412 - output10_loss: 19.1914 - output11_loss: 20.8064 - output12_loss: 17.0155 - output13_loss: 26.2848 - output14_loss: 18.8704 - output15_loss: 28.9097 - output16_loss: 20.7838 - output17_loss: 22.5514 - output18_loss: 14.2207 - output19_loss: 11.4202 - output20_loss: 13.1975 - output21_loss: 30.0922 - output22_loss: 22.5248 - output23_loss: 15.4717 - output24_loss: 21.8664 - output25_loss: 27.9920 - output26_loss: 14.6201 - output27_loss: 29.1079 - output28_loss: 22.1376 - output29_loss: 29.2966 - output00_mean_squared_error: 12.4314 - output01_mean_squared_error: 14.3062 - output02_mean_squared_error: 22.5031 - output03_mean_squared_error: 32.8380 - output04_mean_squared_error: 27.7121 - output05_mean_squared_error: 18.5614 - output06_mean_squared_error: 21.5783 - output07_mean_squared_error: 23.4588 - output08_mean_squared_error: 14.5170 - output09_mean_squared_error: 19.4412 - output10_mean_squared_error: 19.1914 - output11_mean_squared_error: 20.8064 - output12_mean_squared_error: 17.0155 - output13_mean_squared_error: 26.2848 - output14_mean_squared_error: 18.8704 - output15_mean_squared_error: 28.9097 - output16_mean_squared_error: 20.7838 - output17_mean_squared_error: 22.5514 - output18_mean_squared_error: 14.2207 - output19_mean_squared_error: 11.4202 - output20_mean_squared_error: 13.1975 - output21_mean_squared_error: 30.0922 - output22_mean_squared_error: 22.5248 - output23_mean_squared_error: 15.4717 - output24_mean_squared_error: 21.8664 - output25_mean_squared_error: 27.9920 - output26_mean_squared_error: 14.6201 - output27_mean_squared_error: 29.1079 - output28_mean_squared_error: 22.1376 - output29_mean_squared_error: 29.2966 Epoch 1119/2000 121/121 [==============================] - 0s 1ms/step - loss: 633.6307 - output00_loss: 12.4311 - output01_loss: 14.3032 - output02_loss: 22.4996 - output03_loss: 32.8351 - output04_loss: 27.7062 - output05_loss: 18.5608 - output06_loss: 21.5722 - output07_loss: 23.4535 - output08_loss: 14.5153 - output09_loss: 19.4399 - output10_loss: 19.1909 - output11_loss: 20.8061 - output12_loss: 17.0138 - output13_loss: 26.2811 - output14_loss: 18.8666 - output15_loss: 28.9056 - output16_loss: 20.7836 - output17_loss: 22.5483 - output18_loss: 14.2202 - output19_loss: 11.4175 - output20_loss: 13.1932 - output21_loss: 30.0899 - output22_loss: 22.5237 - output23_loss: 15.4713 - output24_loss: 21.8645 - output25_loss: 27.9911 - output26_loss: 14.6197 - output27_loss: 29.1057 - output28_loss: 22.1325 - output29_loss: 29.2887 - output00_mean_squared_error: 12.4311 - output01_mean_squared_error: 14.3032 - output02_mean_squared_error: 22.4996 - output03_mean_squared_error: 32.8351 - output04_mean_squared_error: 27.7062 - output05_mean_squared_error: 18.5608 - output06_mean_squared_error: 21.5722 - output07_mean_squared_error: 23.4535 - output08_mean_squared_error: 14.5153 - output09_mean_squared_error: 19.4399 - output10_mean_squared_error: 19.1909 - output11_mean_squared_error: 20.8061 - output12_mean_squared_error: 17.0138 - output13_mean_squared_error: 26.2811 - output14_mean_squared_error: 18.8666 - output15_mean_squared_error: 28.9056 - output16_mean_squared_error: 20.7836 - output17_mean_squared_error: 22.5483 - output18_mean_squared_error: 14.2202 - output19_mean_squared_error: 11.4175 - output20_mean_squared_error: 13.1932 - output21_mean_squared_error: 30.0899 - output22_mean_squared_error: 22.5237 - output23_mean_squared_error: 15.4713 - output24_mean_squared_error: 21.8645 - output25_mean_squared_error: 27.9911 - output26_mean_squared_error: 14.6197 - output27_mean_squared_error: 29.1057 - output28_mean_squared_error: 22.1325 - output29_mean_squared_error: 29.2887 Epoch 1120/2000 121/121 [==============================] - 0s 881us/step - loss: 633.5533 - output00_loss: 12.4309 - output01_loss: 14.3003 - output02_loss: 22.4961 - output03_loss: 32.8323 - output04_loss: 27.7002 - output05_loss: 18.5602 - output06_loss: 21.5660 - output07_loss: 23.4483 - output08_loss: 14.5137 - output09_loss: 19.4386 - output10_loss: 19.1904 - output11_loss: 20.8058 - output12_loss: 17.0120 - output13_loss: 26.2773 - output14_loss: 18.8627 - output15_loss: 28.9015 - output16_loss: 20.7834 - output17_loss: 22.5452 - output18_loss: 14.2198 - output19_loss: 11.4148 - output20_loss: 13.1890 - output21_loss: 30.0877 - output22_loss: 22.5225 - output23_loss: 15.4709 - output24_loss: 21.8626 - output25_loss: 27.9902 - output26_loss: 14.6192 - output27_loss: 29.1035 - output28_loss: 22.1274 - output29_loss: 29.2809 - output00_mean_squared_error: 12.4309 - output01_mean_squared_error: 14.3003 - output02_mean_squared_error: 22.4961 - output03_mean_squared_error: 32.8323 - output04_mean_squared_error: 27.7002 - output05_mean_squared_error: 18.5602 - output06_mean_squared_error: 21.5660 - output07_mean_squared_error: 23.4483 - output08_mean_squared_error: 14.5137 - output09_mean_squared_error: 19.4386 - output10_mean_squared_error: 19.1904 - output11_mean_squared_error: 20.8058 - output12_mean_squared_error: 17.0120 - output13_mean_squared_error: 26.2773 - output14_mean_squared_error: 18.8627 - output15_mean_squared_error: 28.9015 - output16_mean_squared_error: 20.7834 - output17_mean_squared_error: 22.5452 - output18_mean_squared_error: 14.2198 - output19_mean_squared_error: 11.4148 - output20_mean_squared_error: 13.1890 - output21_mean_squared_error: 30.0877 - output22_mean_squared_error: 22.5225 - output23_mean_squared_error: 15.4709 - output24_mean_squared_error: 21.8626 - output25_mean_squared_error: 27.9902 - output26_mean_squared_error: 14.6192 - output27_mean_squared_error: 29.1035 - output28_mean_squared_error: 22.1274 - output29_mean_squared_error: 29.2809 Epoch 1121/2000 121/121 [==============================] - 0s 978us/step - loss: 633.4761 - output00_loss: 12.4306 - output01_loss: 14.2973 - output02_loss: 22.4926 - output03_loss: 32.8295 - output04_loss: 27.6943 - output05_loss: 18.5597 - output06_loss: 21.5600 - output07_loss: 23.4431 - output08_loss: 14.5120 - output09_loss: 19.4373 - output10_loss: 19.1899 - output11_loss: 20.8055 - output12_loss: 17.0102 - output13_loss: 26.2736 - output14_loss: 18.8589 - output15_loss: 28.8975 - output16_loss: 20.7831 - output17_loss: 22.5421 - output18_loss: 14.2193 - output19_loss: 11.4121 - output20_loss: 13.1847 - output21_loss: 30.0855 - output22_loss: 22.5214 - output23_loss: 15.4705 - output24_loss: 21.8607 - output25_loss: 27.9893 - output26_loss: 14.6188 - output27_loss: 29.1012 - output28_loss: 22.1223 - output29_loss: 29.2730 - output00_mean_squared_error: 12.4306 - output01_mean_squared_error: 14.2973 - output02_mean_squared_error: 22.4926 - output03_mean_squared_error: 32.8295 - output04_mean_squared_error: 27.6943 - output05_mean_squared_error: 18.5597 - output06_mean_squared_error: 21.5600 - output07_mean_squared_error: 23.4431 - output08_mean_squared_error: 14.5120 - output09_mean_squared_error: 19.4373 - output10_mean_squared_error: 19.1899 - output11_mean_squared_error: 20.8055 - output12_mean_squared_error: 17.0102 - output13_mean_squared_error: 26.2736 - output14_mean_squared_error: 18.8589 - output15_mean_squared_error: 28.8975 - output16_mean_squared_error: 20.7831 - output17_mean_squared_error: 22.5421 - output18_mean_squared_error: 14.2193 - output19_mean_squared_error: 11.4121 - output20_mean_squared_error: 13.1847 - output21_mean_squared_error: 30.0855 - output22_mean_squared_error: 22.5214 - output23_mean_squared_error: 15.4705 - output24_mean_squared_error: 21.8607 - output25_mean_squared_error: 27.9893 - output26_mean_squared_error: 14.6188 - output27_mean_squared_error: 29.1012 - output28_mean_squared_error: 22.1223 - output29_mean_squared_error: 29.2730 Epoch 1122/2000 121/121 [==============================] - 0s 460us/step - loss: 633.3990 - output00_loss: 12.4304 - output01_loss: 14.2944 - output02_loss: 22.4891 - output03_loss: 32.8267 - output04_loss: 27.6884 - output05_loss: 18.5591 - output06_loss: 21.5539 - output07_loss: 23.4379 - output08_loss: 14.5104 - output09_loss: 19.4360 - output10_loss: 19.1894 - output11_loss: 20.8052 - output12_loss: 17.0084 - output13_loss: 26.2699 - output14_loss: 18.8551 - output15_loss: 28.8934 - output16_loss: 20.7829 - output17_loss: 22.5390 - output18_loss: 14.2189 - output19_loss: 11.4094 - output20_loss: 13.1805 - output21_loss: 30.0833 - output22_loss: 22.5203 - output23_loss: 15.4701 - output24_loss: 21.8588 - output25_loss: 27.9884 - output26_loss: 14.6184 - output27_loss: 29.0990 - output28_loss: 22.1172 - output29_loss: 29.2652 - output00_mean_squared_error: 12.4304 - output01_mean_squared_error: 14.2944 - output02_mean_squared_error: 22.4891 - output03_mean_squared_error: 32.8267 - output04_mean_squared_error: 27.6884 - output05_mean_squared_error: 18.5591 - output06_mean_squared_error: 21.5539 - output07_mean_squared_error: 23.4379 - output08_mean_squared_error: 14.5104 - output09_mean_squared_error: 19.4360 - output10_mean_squared_error: 19.1894 - output11_mean_squared_error: 20.8052 - output12_mean_squared_error: 17.0084 - output13_mean_squared_error: 26.2699 - output14_mean_squared_error: 18.8551 - output15_mean_squared_error: 28.8934 - output16_mean_squared_error: 20.7829 - output17_mean_squared_error: 22.5390 - output18_mean_squared_error: 14.2189 - output19_mean_squared_error: 11.4094 - output20_mean_squared_error: 13.1805 - output21_mean_squared_error: 30.0833 - output22_mean_squared_error: 22.5203 - output23_mean_squared_error: 15.4701 - output24_mean_squared_error: 21.8588 - output25_mean_squared_error: 27.9884 - output26_mean_squared_error: 14.6184 - output27_mean_squared_error: 29.0990 - output28_mean_squared_error: 22.1172 - output29_mean_squared_error: 29.2652 Epoch 1123/2000 121/121 [==============================] - 0s 1ms/step - loss: 633.3221 - output00_loss: 12.4302 - output01_loss: 14.2914 - output02_loss: 22.4856 - output03_loss: 32.8239 - output04_loss: 27.6825 - output05_loss: 18.5586 - output06_loss: 21.5478 - output07_loss: 23.4326 - output08_loss: 14.5087 - output09_loss: 19.4347 - output10_loss: 19.1890 - output11_loss: 20.8049 - output12_loss: 17.0067 - output13_loss: 26.2662 - output14_loss: 18.8513 - output15_loss: 28.8894 - output16_loss: 20.7827 - output17_loss: 22.5359 - output18_loss: 14.2184 - output19_loss: 11.4067 - output20_loss: 13.1763 - output21_loss: 30.0810 - output22_loss: 22.5192 - output23_loss: 15.4697 - output24_loss: 21.8569 - output25_loss: 27.9876 - output26_loss: 14.6180 - output27_loss: 29.0968 - output28_loss: 22.1121 - output29_loss: 29.2574 - output00_mean_squared_error: 12.4302 - output01_mean_squared_error: 14.2914 - output02_mean_squared_error: 22.4856 - output03_mean_squared_error: 32.8239 - output04_mean_squared_error: 27.6825 - output05_mean_squared_error: 18.5586 - output06_mean_squared_error: 21.5478 - output07_mean_squared_error: 23.4326 - output08_mean_squared_error: 14.5087 - output09_mean_squared_error: 19.4347 - output10_mean_squared_error: 19.1890 - output11_mean_squared_error: 20.8049 - output12_mean_squared_error: 17.0067 - output13_mean_squared_error: 26.2662 - output14_mean_squared_error: 18.8513 - output15_mean_squared_error: 28.8894 - output16_mean_squared_error: 20.7827 - output17_mean_squared_error: 22.5359 - output18_mean_squared_error: 14.2184 - output19_mean_squared_error: 11.4067 - output20_mean_squared_error: 13.1763 - output21_mean_squared_error: 30.0810 - output22_mean_squared_error: 22.5192 - output23_mean_squared_error: 15.4697 - output24_mean_squared_error: 21.8569 - output25_mean_squared_error: 27.9876 - output26_mean_squared_error: 14.6180 - output27_mean_squared_error: 29.0968 - output28_mean_squared_error: 22.1121 - output29_mean_squared_error: 29.2574 Epoch 1124/2000 121/121 [==============================] - 0s 877us/step - loss: 633.2454 - output00_loss: 12.4299 - output01_loss: 14.2885 - output02_loss: 22.4821 - output03_loss: 32.8211 - output04_loss: 27.6765 - output05_loss: 18.5580 - output06_loss: 21.5417 - output07_loss: 23.4275 - output08_loss: 14.5071 - output09_loss: 19.4334 - output10_loss: 19.1885 - output11_loss: 20.8046 - output12_loss: 17.0049 - output13_loss: 26.2625 - output14_loss: 18.8475 - output15_loss: 28.8854 - output16_loss: 20.7825 - output17_loss: 22.5328 - output18_loss: 14.2180 - output19_loss: 11.4040 - output20_loss: 13.1721 - output21_loss: 30.0788 - output22_loss: 22.5180 - output23_loss: 15.4693 - output24_loss: 21.8550 - output25_loss: 27.9867 - output26_loss: 14.6176 - output27_loss: 29.0946 - output28_loss: 22.1070 - output29_loss: 29.2495 - output00_mean_squared_error: 12.4299 - output01_mean_squared_error: 14.2885 - output02_mean_squared_error: 22.4821 - output03_mean_squared_error: 32.8211 - output04_mean_squared_error: 27.6765 - output05_mean_squared_error: 18.5580 - output06_mean_squared_error: 21.5417 - output07_mean_squared_error: 23.4275 - output08_mean_squared_error: 14.5071 - output09_mean_squared_error: 19.4334 - output10_mean_squared_error: 19.1885 - output11_mean_squared_error: 20.8046 - output12_mean_squared_error: 17.0049 - output13_mean_squared_error: 26.2625 - output14_mean_squared_error: 18.8475 - output15_mean_squared_error: 28.8854 - output16_mean_squared_error: 20.7825 - output17_mean_squared_error: 22.5328 - output18_mean_squared_error: 14.2180 - output19_mean_squared_error: 11.4040 - output20_mean_squared_error: 13.1721 - output21_mean_squared_error: 30.0788 - output22_mean_squared_error: 22.5180 - output23_mean_squared_error: 15.4693 - output24_mean_squared_error: 21.8550 - output25_mean_squared_error: 27.9867 - output26_mean_squared_error: 14.6176 - output27_mean_squared_error: 29.0946 - output28_mean_squared_error: 22.1070 - output29_mean_squared_error: 29.2495 Epoch 1125/2000 121/121 [==============================] - 0s 851us/step - loss: 633.1686 - output00_loss: 12.4297 - output01_loss: 14.2856 - output02_loss: 22.4786 - output03_loss: 32.8184 - output04_loss: 27.6706 - output05_loss: 18.5574 - output06_loss: 21.5357 - output07_loss: 23.4223 - output08_loss: 14.5055 - output09_loss: 19.4321 - output10_loss: 19.1880 - output11_loss: 20.8043 - output12_loss: 17.0032 - output13_loss: 26.2588 - output14_loss: 18.8437 - output15_loss: 28.8813 - output16_loss: 20.7823 - output17_loss: 22.5297 - output18_loss: 14.2175 - output19_loss: 11.4013 - output20_loss: 13.1679 - output21_loss: 30.0766 - output22_loss: 22.5169 - output23_loss: 15.4689 - output24_loss: 21.8531 - output25_loss: 27.9858 - output26_loss: 14.6172 - output27_loss: 29.0924 - output28_loss: 22.1020 - output29_loss: 29.2417 - output00_mean_squared_error: 12.4297 - output01_mean_squared_error: 14.2856 - output02_mean_squared_error: 22.4786 - output03_mean_squared_error: 32.8184 - output04_mean_squared_error: 27.6706 - output05_mean_squared_error: 18.5574 - output06_mean_squared_error: 21.5357 - output07_mean_squared_error: 23.4223 - output08_mean_squared_error: 14.5055 - output09_mean_squared_error: 19.4321 - output10_mean_squared_error: 19.1880 - output11_mean_squared_error: 20.8043 - output12_mean_squared_error: 17.0032 - output13_mean_squared_error: 26.2588 - output14_mean_squared_error: 18.8437 - output15_mean_squared_error: 28.8813 - output16_mean_squared_error: 20.7823 - output17_mean_squared_error: 22.5297 - output18_mean_squared_error: 14.2175 - output19_mean_squared_error: 11.4013 - output20_mean_squared_error: 13.1679 - output21_mean_squared_error: 30.0766 - output22_mean_squared_error: 22.5169 - output23_mean_squared_error: 15.4689 - output24_mean_squared_error: 21.8531 - output25_mean_squared_error: 27.9858 - output26_mean_squared_error: 14.6172 - output27_mean_squared_error: 29.0924 - output28_mean_squared_error: 22.1020 - output29_mean_squared_error: 29.2417 Epoch 1126/2000 121/121 [==============================] - 0s 1ms/step - loss: 633.0923 - output00_loss: 12.4295 - output01_loss: 14.2827 - output02_loss: 22.4752 - output03_loss: 32.8156 - output04_loss: 27.6648 - output05_loss: 18.5569 - output06_loss: 21.5297 - output07_loss: 23.4171 - output08_loss: 14.5038 - output09_loss: 19.4309 - output10_loss: 19.1875 - output11_loss: 20.8040 - output12_loss: 17.0014 - output13_loss: 26.2551 - output14_loss: 18.8399 - output15_loss: 28.8773 - output16_loss: 20.7821 - output17_loss: 22.5267 - output18_loss: 14.2171 - output19_loss: 11.3987 - output20_loss: 13.1637 - output21_loss: 30.0744 - output22_loss: 22.5158 - output23_loss: 15.4686 - output24_loss: 21.8513 - output25_loss: 27.9849 - output26_loss: 14.6168 - output27_loss: 29.0902 - output28_loss: 22.0969 - output29_loss: 29.2340 - output00_mean_squared_error: 12.4295 - output01_mean_squared_error: 14.2827 - output02_mean_squared_error: 22.4752 - output03_mean_squared_error: 32.8156 - output04_mean_squared_error: 27.6648 - output05_mean_squared_error: 18.5569 - output06_mean_squared_error: 21.5297 - output07_mean_squared_error: 23.4171 - output08_mean_squared_error: 14.5038 - output09_mean_squared_error: 19.4309 - output10_mean_squared_error: 19.1875 - output11_mean_squared_error: 20.8040 - output12_mean_squared_error: 17.0014 - output13_mean_squared_error: 26.2551 - output14_mean_squared_error: 18.8399 - output15_mean_squared_error: 28.8773 - output16_mean_squared_error: 20.7821 - output17_mean_squared_error: 22.5267 - output18_mean_squared_error: 14.2171 - output19_mean_squared_error: 11.3987 - output20_mean_squared_error: 13.1637 - output21_mean_squared_error: 30.0744 - output22_mean_squared_error: 22.5158 - output23_mean_squared_error: 15.4686 - output24_mean_squared_error: 21.8513 - output25_mean_squared_error: 27.9849 - output26_mean_squared_error: 14.6168 - output27_mean_squared_error: 29.0902 - output28_mean_squared_error: 22.0969 - output29_mean_squared_error: 29.2340 Epoch 1127/2000 121/121 [==============================] - 0s 468us/step - loss: 633.0160 - output00_loss: 12.4292 - output01_loss: 14.2797 - output02_loss: 22.4717 - output03_loss: 32.8129 - output04_loss: 27.6589 - output05_loss: 18.5563 - output06_loss: 21.5236 - output07_loss: 23.4119 - output08_loss: 14.5022 - output09_loss: 19.4296 - output10_loss: 19.1871 - output11_loss: 20.8037 - output12_loss: 16.9997 - output13_loss: 26.2514 - output14_loss: 18.8361 - output15_loss: 28.8733 - output16_loss: 20.7818 - output17_loss: 22.5236 - output18_loss: 14.2166 - output19_loss: 11.3960 - output20_loss: 13.1595 - output21_loss: 30.0722 - output22_loss: 22.5147 - output23_loss: 15.4682 - output24_loss: 21.8494 - output25_loss: 27.9841 - output26_loss: 14.6164 - output27_loss: 29.0880 - output28_loss: 22.0918 - output29_loss: 29.2262 - output00_mean_squared_error: 12.4292 - output01_mean_squared_error: 14.2797 - output02_mean_squared_error: 22.4717 - output03_mean_squared_error: 32.8129 - output04_mean_squared_error: 27.6589 - output05_mean_squared_error: 18.5563 - output06_mean_squared_error: 21.5236 - output07_mean_squared_error: 23.4119 - output08_mean_squared_error: 14.5022 - output09_mean_squared_error: 19.4296 - output10_mean_squared_error: 19.1871 - output11_mean_squared_error: 20.8037 - output12_mean_squared_error: 16.9997 - output13_mean_squared_error: 26.2514 - output14_mean_squared_error: 18.8361 - output15_mean_squared_error: 28.8733 - output16_mean_squared_error: 20.7818 - output17_mean_squared_error: 22.5236 - output18_mean_squared_error: 14.2166 - output19_mean_squared_error: 11.3960 - output20_mean_squared_error: 13.1595 - output21_mean_squared_error: 30.0722 - output22_mean_squared_error: 22.5147 - output23_mean_squared_error: 15.4682 - output24_mean_squared_error: 21.8494 - output25_mean_squared_error: 27.9841 - output26_mean_squared_error: 14.6164 - output27_mean_squared_error: 29.0880 - output28_mean_squared_error: 22.0918 - output29_mean_squared_error: 29.2262 Epoch 1128/2000 121/121 [==============================] - 0s 1ms/step - loss: 632.9399 - output00_loss: 12.4290 - output01_loss: 14.2768 - output02_loss: 22.4683 - output03_loss: 32.8101 - output04_loss: 27.6530 - output05_loss: 18.5558 - output06_loss: 21.5176 - output07_loss: 23.4068 - output08_loss: 14.5006 - output09_loss: 19.4283 - output10_loss: 19.1866 - output11_loss: 20.8034 - output12_loss: 16.9980 - output13_loss: 26.2478 - output14_loss: 18.8323 - output15_loss: 28.8693 - output16_loss: 20.7816 - output17_loss: 22.5206 - output18_loss: 14.2162 - output19_loss: 11.3933 - output20_loss: 13.1553 - output21_loss: 30.0701 - output22_loss: 22.5136 - output23_loss: 15.4678 - output24_loss: 21.8476 - output25_loss: 27.9832 - output26_loss: 14.6160 - output27_loss: 29.0858 - output28_loss: 22.0868 - output29_loss: 29.2184 - output00_mean_squared_error: 12.4290 - output01_mean_squared_error: 14.2768 - output02_mean_squared_error: 22.4683 - output03_mean_squared_error: 32.8101 - output04_mean_squared_error: 27.6530 - output05_mean_squared_error: 18.5558 - output06_mean_squared_error: 21.5176 - output07_mean_squared_error: 23.4068 - output08_mean_squared_error: 14.5006 - output09_mean_squared_error: 19.4283 - output10_mean_squared_error: 19.1866 - output11_mean_squared_error: 20.8034 - output12_mean_squared_error: 16.9980 - output13_mean_squared_error: 26.2478 - output14_mean_squared_error: 18.8323 - output15_mean_squared_error: 28.8693 - output16_mean_squared_error: 20.7816 - output17_mean_squared_error: 22.5206 - output18_mean_squared_error: 14.2162 - output19_mean_squared_error: 11.3933 - output20_mean_squared_error: 13.1553 - output21_mean_squared_error: 30.0701 - output22_mean_squared_error: 22.5136 - output23_mean_squared_error: 15.4678 - output24_mean_squared_error: 21.8476 - output25_mean_squared_error: 27.9832 - output26_mean_squared_error: 14.6160 - output27_mean_squared_error: 29.0858 - output28_mean_squared_error: 22.0868 - output29_mean_squared_error: 29.2184 Epoch 1129/2000 121/121 [==============================] - 0s 1ms/step - loss: 632.8640 - output00_loss: 12.4287 - output01_loss: 14.2739 - output02_loss: 22.4648 - output03_loss: 32.8074 - output04_loss: 27.6472 - output05_loss: 18.5552 - output06_loss: 21.5116 - output07_loss: 23.4016 - output08_loss: 14.4990 - output09_loss: 19.4271 - output10_loss: 19.1861 - output11_loss: 20.8031 - output12_loss: 16.9962 - output13_loss: 26.2441 - output14_loss: 18.8285 - output15_loss: 28.8652 - output16_loss: 20.7814 - output17_loss: 22.5175 - output18_loss: 14.2157 - output19_loss: 11.3906 - output20_loss: 13.1511 - output21_loss: 30.0679 - output22_loss: 22.5125 - output23_loss: 15.4674 - output24_loss: 21.8457 - output25_loss: 27.9824 - output26_loss: 14.6156 - output27_loss: 29.0836 - output28_loss: 22.0818 - output29_loss: 29.2107 - output00_mean_squared_error: 12.4287 - output01_mean_squared_error: 14.2739 - output02_mean_squared_error: 22.4648 - output03_mean_squared_error: 32.8074 - output04_mean_squared_error: 27.6472 - output05_mean_squared_error: 18.5552 - output06_mean_squared_error: 21.5116 - output07_mean_squared_error: 23.4016 - output08_mean_squared_error: 14.4990 - output09_mean_squared_error: 19.4271 - output10_mean_squared_error: 19.1861 - output11_mean_squared_error: 20.8031 - output12_mean_squared_error: 16.9962 - output13_mean_squared_error: 26.2441 - output14_mean_squared_error: 18.8285 - output15_mean_squared_error: 28.8652 - output16_mean_squared_error: 20.7814 - output17_mean_squared_error: 22.5175 - output18_mean_squared_error: 14.2157 - output19_mean_squared_error: 11.3906 - output20_mean_squared_error: 13.1511 - output21_mean_squared_error: 30.0679 - output22_mean_squared_error: 22.5125 - output23_mean_squared_error: 15.4674 - output24_mean_squared_error: 21.8457 - output25_mean_squared_error: 27.9824 - output26_mean_squared_error: 14.6156 - output27_mean_squared_error: 29.0836 - output28_mean_squared_error: 22.0818 - output29_mean_squared_error: 29.2107 Epoch 1130/2000 121/121 [==============================] - 0s 1ms/step - loss: 632.7881 - output00_loss: 12.4285 - output01_loss: 14.2710 - output02_loss: 22.4614 - output03_loss: 32.8047 - output04_loss: 27.6413 - output05_loss: 18.5547 - output06_loss: 21.5056 - output07_loss: 23.3965 - output08_loss: 14.4974 - output09_loss: 19.4258 - output10_loss: 19.1857 - output11_loss: 20.8028 - output12_loss: 16.9945 - output13_loss: 26.2404 - output14_loss: 18.8248 - output15_loss: 28.8612 - output16_loss: 20.7812 - output17_loss: 22.5145 - output18_loss: 14.2153 - output19_loss: 11.3880 - output20_loss: 13.1470 - output21_loss: 30.0657 - output22_loss: 22.5115 - output23_loss: 15.4670 - output24_loss: 21.8439 - output25_loss: 27.9815 - output26_loss: 14.6152 - output27_loss: 29.0814 - output28_loss: 22.0767 - output29_loss: 29.2029 - output00_mean_squared_error: 12.4285 - output01_mean_squared_error: 14.2710 - output02_mean_squared_error: 22.4614 - output03_mean_squared_error: 32.8047 - output04_mean_squared_error: 27.6413 - output05_mean_squared_error: 18.5547 - output06_mean_squared_error: 21.5056 - output07_mean_squared_error: 23.3965 - output08_mean_squared_error: 14.4974 - output09_mean_squared_error: 19.4258 - output10_mean_squared_error: 19.1857 - output11_mean_squared_error: 20.8028 - output12_mean_squared_error: 16.9945 - output13_mean_squared_error: 26.2404 - output14_mean_squared_error: 18.8248 - output15_mean_squared_error: 28.8612 - output16_mean_squared_error: 20.7812 - output17_mean_squared_error: 22.5145 - output18_mean_squared_error: 14.2153 - output19_mean_squared_error: 11.3880 - output20_mean_squared_error: 13.1470 - output21_mean_squared_error: 30.0657 - output22_mean_squared_error: 22.5115 - output23_mean_squared_error: 15.4670 - output24_mean_squared_error: 21.8439 - output25_mean_squared_error: 27.9815 - output26_mean_squared_error: 14.6152 - output27_mean_squared_error: 29.0814 - output28_mean_squared_error: 22.0767 - output29_mean_squared_error: 29.2029 Epoch 1131/2000 121/121 [==============================] - 0s 863us/step - loss: 632.7125 - output00_loss: 12.4283 - output01_loss: 14.2681 - output02_loss: 22.4580 - output03_loss: 32.8019 - output04_loss: 27.6355 - output05_loss: 18.5541 - output06_loss: 21.4996 - output07_loss: 23.3914 - output08_loss: 14.4958 - output09_loss: 19.4246 - output10_loss: 19.1852 - output11_loss: 20.8025 - output12_loss: 16.9928 - output13_loss: 26.2368 - output14_loss: 18.8210 - output15_loss: 28.8573 - output16_loss: 20.7810 - output17_loss: 22.5115 - output18_loss: 14.2149 - output19_loss: 11.3853 - output20_loss: 13.1428 - output21_loss: 30.0635 - output22_loss: 22.5104 - output23_loss: 15.4667 - output24_loss: 21.8420 - output25_loss: 27.9806 - output26_loss: 14.6148 - output27_loss: 29.0792 - output28_loss: 22.0717 - output29_loss: 29.1952 - output00_mean_squared_error: 12.4283 - output01_mean_squared_error: 14.2681 - output02_mean_squared_error: 22.4580 - output03_mean_squared_error: 32.8019 - output04_mean_squared_error: 27.6355 - output05_mean_squared_error: 18.5541 - output06_mean_squared_error: 21.4996 - output07_mean_squared_error: 23.3914 - output08_mean_squared_error: 14.4958 - output09_mean_squared_error: 19.4246 - output10_mean_squared_error: 19.1852 - output11_mean_squared_error: 20.8025 - output12_mean_squared_error: 16.9928 - output13_mean_squared_error: 26.2368 - output14_mean_squared_error: 18.8210 - output15_mean_squared_error: 28.8573 - output16_mean_squared_error: 20.7810 - output17_mean_squared_error: 22.5115 - output18_mean_squared_error: 14.2149 - output19_mean_squared_error: 11.3853 - output20_mean_squared_error: 13.1428 - output21_mean_squared_error: 30.0635 - output22_mean_squared_error: 22.5104 - output23_mean_squared_error: 15.4667 - output24_mean_squared_error: 21.8420 - output25_mean_squared_error: 27.9806 - output26_mean_squared_error: 14.6148 - output27_mean_squared_error: 29.0792 - output28_mean_squared_error: 22.0717 - output29_mean_squared_error: 29.1952 Epoch 1132/2000 121/121 [==============================] - 0s 856us/step - loss: 632.6371 - output00_loss: 12.4281 - output01_loss: 14.2652 - output02_loss: 22.4545 - output03_loss: 32.7992 - output04_loss: 27.6296 - output05_loss: 18.5536 - output06_loss: 21.4937 - output07_loss: 23.3863 - output08_loss: 14.4942 - output09_loss: 19.4233 - output10_loss: 19.1848 - output11_loss: 20.8022 - output12_loss: 16.9911 - output13_loss: 26.2331 - output14_loss: 18.8173 - output15_loss: 28.8533 - output16_loss: 20.7808 - output17_loss: 22.5085 - output18_loss: 14.2144 - output19_loss: 11.3827 - output20_loss: 13.1387 - output21_loss: 30.0614 - output22_loss: 22.5093 - output23_loss: 15.4663 - output24_loss: 21.8402 - output25_loss: 27.9798 - output26_loss: 14.6144 - output27_loss: 29.0771 - output28_loss: 22.0667 - output29_loss: 29.1875 - output00_mean_squared_error: 12.4281 - output01_mean_squared_error: 14.2652 - output02_mean_squared_error: 22.4545 - output03_mean_squared_error: 32.7992 - output04_mean_squared_error: 27.6296 - output05_mean_squared_error: 18.5536 - output06_mean_squared_error: 21.4937 - output07_mean_squared_error: 23.3863 - output08_mean_squared_error: 14.4942 - output09_mean_squared_error: 19.4233 - output10_mean_squared_error: 19.1848 - output11_mean_squared_error: 20.8022 - output12_mean_squared_error: 16.9911 - output13_mean_squared_error: 26.2331 - output14_mean_squared_error: 18.8173 - output15_mean_squared_error: 28.8533 - output16_mean_squared_error: 20.7808 - output17_mean_squared_error: 22.5085 - output18_mean_squared_error: 14.2144 - output19_mean_squared_error: 11.3827 - output20_mean_squared_error: 13.1387 - output21_mean_squared_error: 30.0614 - output22_mean_squared_error: 22.5093 - output23_mean_squared_error: 15.4663 - output24_mean_squared_error: 21.8402 - output25_mean_squared_error: 27.9798 - output26_mean_squared_error: 14.6144 - output27_mean_squared_error: 29.0771 - output28_mean_squared_error: 22.0667 - output29_mean_squared_error: 29.1875 Epoch 1133/2000 121/121 [==============================] - 0s 1ms/step - loss: 632.5619 - output00_loss: 12.4278 - output01_loss: 14.2624 - output02_loss: 22.4511 - output03_loss: 32.7965 - output04_loss: 27.6238 - output05_loss: 18.5530 - output06_loss: 21.4877 - output07_loss: 23.3812 - output08_loss: 14.4926 - output09_loss: 19.4221 - output10_loss: 19.1843 - output11_loss: 20.8019 - output12_loss: 16.9894 - output13_loss: 26.2295 - output14_loss: 18.8135 - output15_loss: 28.8493 - output16_loss: 20.7806 - output17_loss: 22.5055 - output18_loss: 14.2140 - output19_loss: 11.3800 - output20_loss: 13.1346 - output21_loss: 30.0592 - output22_loss: 22.5082 - output23_loss: 15.4659 - output24_loss: 21.8383 - output25_loss: 27.9789 - output26_loss: 14.6141 - output27_loss: 29.0749 - output28_loss: 22.0617 - output29_loss: 29.1798 - output00_mean_squared_error: 12.4278 - output01_mean_squared_error: 14.2624 - output02_mean_squared_error: 22.4511 - output03_mean_squared_error: 32.7965 - output04_mean_squared_error: 27.6238 - output05_mean_squared_error: 18.5530 - output06_mean_squared_error: 21.4877 - output07_mean_squared_error: 23.3812 - output08_mean_squared_error: 14.4926 - output09_mean_squared_error: 19.4221 - output10_mean_squared_error: 19.1843 - output11_mean_squared_error: 20.8019 - output12_mean_squared_error: 16.9894 - output13_mean_squared_error: 26.2295 - output14_mean_squared_error: 18.8135 - output15_mean_squared_error: 28.8493 - output16_mean_squared_error: 20.7806 - output17_mean_squared_error: 22.5055 - output18_mean_squared_error: 14.2140 - output19_mean_squared_error: 11.3800 - output20_mean_squared_error: 13.1346 - output21_mean_squared_error: 30.0592 - output22_mean_squared_error: 22.5082 - output23_mean_squared_error: 15.4659 - output24_mean_squared_error: 21.8383 - output25_mean_squared_error: 27.9789 - output26_mean_squared_error: 14.6141 - output27_mean_squared_error: 29.0749 - output28_mean_squared_error: 22.0617 - output29_mean_squared_error: 29.1798 Epoch 1134/2000 121/121 [==============================] - 0s 611us/step - loss: 632.4867 - output00_loss: 12.4276 - output01_loss: 14.2595 - output02_loss: 22.4477 - output03_loss: 32.7938 - output04_loss: 27.6180 - output05_loss: 18.5525 - output06_loss: 21.4818 - output07_loss: 23.3761 - output08_loss: 14.4910 - output09_loss: 19.4208 - output10_loss: 19.1838 - output11_loss: 20.8017 - output12_loss: 16.9877 - output13_loss: 26.2259 - output14_loss: 18.8098 - output15_loss: 28.8453 - output16_loss: 20.7804 - output17_loss: 22.5025 - output18_loss: 14.2136 - output19_loss: 11.3773 - output20_loss: 13.1304 - output21_loss: 30.0571 - output22_loss: 22.5071 - output23_loss: 15.4656 - output24_loss: 21.8365 - output25_loss: 27.9781 - output26_loss: 14.6137 - output27_loss: 29.0727 - output28_loss: 22.0567 - output29_loss: 29.1721 - output00_mean_squared_error: 12.4276 - output01_mean_squared_error: 14.2595 - output02_mean_squared_error: 22.4477 - output03_mean_squared_error: 32.7938 - output04_mean_squared_error: 27.6180 - output05_mean_squared_error: 18.5525 - output06_mean_squared_error: 21.4818 - output07_mean_squared_error: 23.3761 - output08_mean_squared_error: 14.4910 - output09_mean_squared_error: 19.4208 - output10_mean_squared_error: 19.1838 - output11_mean_squared_error: 20.8017 - output12_mean_squared_error: 16.9877 - output13_mean_squared_error: 26.2259 - output14_mean_squared_error: 18.8098 - output15_mean_squared_error: 28.8453 - output16_mean_squared_error: 20.7804 - output17_mean_squared_error: 22.5025 - output18_mean_squared_error: 14.2136 - output19_mean_squared_error: 11.3773 - output20_mean_squared_error: 13.1304 - output21_mean_squared_error: 30.0571 - output22_mean_squared_error: 22.5071 - output23_mean_squared_error: 15.4656 - output24_mean_squared_error: 21.8365 - output25_mean_squared_error: 27.9781 - output26_mean_squared_error: 14.6137 - output27_mean_squared_error: 29.0727 - output28_mean_squared_error: 22.0567 - output29_mean_squared_error: 29.1721 Epoch 1135/2000 121/121 [==============================] - 0s 1ms/step - loss: 632.4117 - output00_loss: 12.4274 - output01_loss: 14.2566 - output02_loss: 22.4443 - output03_loss: 32.7912 - output04_loss: 27.6122 - output05_loss: 18.5520 - output06_loss: 21.4758 - output07_loss: 23.3710 - output08_loss: 14.4894 - output09_loss: 19.4196 - output10_loss: 19.1834 - output11_loss: 20.8014 - output12_loss: 16.9860 - output13_loss: 26.2222 - output14_loss: 18.8061 - output15_loss: 28.8413 - output16_loss: 20.7802 - output17_loss: 22.4995 - output18_loss: 14.2132 - output19_loss: 11.3747 - output20_loss: 13.1263 - output21_loss: 30.0550 - output22_loss: 22.5061 - output23_loss: 15.4652 - output24_loss: 21.8347 - output25_loss: 27.9773 - output26_loss: 14.6133 - output27_loss: 29.0706 - output28_loss: 22.0517 - output29_loss: 29.1644 - output00_mean_squared_error: 12.4274 - output01_mean_squared_error: 14.2566 - output02_mean_squared_error: 22.4443 - output03_mean_squared_error: 32.7912 - output04_mean_squared_error: 27.6122 - output05_mean_squared_error: 18.5520 - output06_mean_squared_error: 21.4758 - output07_mean_squared_error: 23.3710 - output08_mean_squared_error: 14.4894 - output09_mean_squared_error: 19.4196 - output10_mean_squared_error: 19.1834 - output11_mean_squared_error: 20.8014 - output12_mean_squared_error: 16.9860 - output13_mean_squared_error: 26.2222 - output14_mean_squared_error: 18.8061 - output15_mean_squared_error: 28.8413 - output16_mean_squared_error: 20.7802 - output17_mean_squared_error: 22.4995 - output18_mean_squared_error: 14.2132 - output19_mean_squared_error: 11.3747 - output20_mean_squared_error: 13.1263 - output21_mean_squared_error: 30.0550 - output22_mean_squared_error: 22.5061 - output23_mean_squared_error: 15.4652 - output24_mean_squared_error: 21.8347 - output25_mean_squared_error: 27.9773 - output26_mean_squared_error: 14.6133 - output27_mean_squared_error: 29.0706 - output28_mean_squared_error: 22.0517 - output29_mean_squared_error: 29.1644 Epoch 1136/2000 121/121 [==============================] - 0s 493us/step - loss: 632.3369 - output00_loss: 12.4272 - output01_loss: 14.2537 - output02_loss: 22.4409 - output03_loss: 32.7885 - output04_loss: 27.6064 - output05_loss: 18.5514 - output06_loss: 21.4699 - output07_loss: 23.3659 - output08_loss: 14.4878 - output09_loss: 19.4183 - output10_loss: 19.1829 - output11_loss: 20.8011 - output12_loss: 16.9843 - output13_loss: 26.2186 - output14_loss: 18.8023 - output15_loss: 28.8374 - output16_loss: 20.7800 - output17_loss: 22.4965 - output18_loss: 14.2127 - output19_loss: 11.3720 - output20_loss: 13.1222 - output21_loss: 30.0528 - output22_loss: 22.5050 - output23_loss: 15.4648 - output24_loss: 21.8329 - output25_loss: 27.9764 - output26_loss: 14.6129 - output27_loss: 29.0684 - output28_loss: 22.0467 - output29_loss: 29.1567 - output00_mean_squared_error: 12.4272 - output01_mean_squared_error: 14.2537 - output02_mean_squared_error: 22.4409 - output03_mean_squared_error: 32.7885 - output04_mean_squared_error: 27.6064 - output05_mean_squared_error: 18.5514 - output06_mean_squared_error: 21.4699 - output07_mean_squared_error: 23.3659 - output08_mean_squared_error: 14.4878 - output09_mean_squared_error: 19.4183 - output10_mean_squared_error: 19.1829 - output11_mean_squared_error: 20.8011 - output12_mean_squared_error: 16.9843 - output13_mean_squared_error: 26.2186 - output14_mean_squared_error: 18.8023 - output15_mean_squared_error: 28.8374 - output16_mean_squared_error: 20.7800 - output17_mean_squared_error: 22.4965 - output18_mean_squared_error: 14.2127 - output19_mean_squared_error: 11.3720 - output20_mean_squared_error: 13.1222 - output21_mean_squared_error: 30.0528 - output22_mean_squared_error: 22.5050 - output23_mean_squared_error: 15.4648 - output24_mean_squared_error: 21.8329 - output25_mean_squared_error: 27.9764 - output26_mean_squared_error: 14.6129 - output27_mean_squared_error: 29.0684 - output28_mean_squared_error: 22.0467 - output29_mean_squared_error: 29.1567 Epoch 1137/2000 121/121 [==============================] - 0s 928us/step - loss: 632.2624 - output00_loss: 12.4269 - output01_loss: 14.2509 - output02_loss: 22.4375 - output03_loss: 32.7858 - output04_loss: 27.6006 - output05_loss: 18.5509 - output06_loss: 21.4640 - output07_loss: 23.3608 - output08_loss: 14.4862 - output09_loss: 19.4171 - output10_loss: 19.1825 - output11_loss: 20.8008 - output12_loss: 16.9826 - output13_loss: 26.2150 - output14_loss: 18.7986 - output15_loss: 28.8334 - output16_loss: 20.7798 - output17_loss: 22.4935 - output18_loss: 14.2123 - output19_loss: 11.3694 - output20_loss: 13.1181 - output21_loss: 30.0507 - output22_loss: 22.5039 - output23_loss: 15.4645 - output24_loss: 21.8311 - output25_loss: 27.9756 - output26_loss: 14.6125 - output27_loss: 29.0663 - output28_loss: 22.0418 - output29_loss: 29.1490 - output00_mean_squared_error: 12.4269 - output01_mean_squared_error: 14.2509 - output02_mean_squared_error: 22.4375 - output03_mean_squared_error: 32.7858 - output04_mean_squared_error: 27.6006 - output05_mean_squared_error: 18.5509 - output06_mean_squared_error: 21.4640 - output07_mean_squared_error: 23.3608 - output08_mean_squared_error: 14.4862 - output09_mean_squared_error: 19.4171 - output10_mean_squared_error: 19.1825 - output11_mean_squared_error: 20.8008 - output12_mean_squared_error: 16.9826 - output13_mean_squared_error: 26.2150 - output14_mean_squared_error: 18.7986 - output15_mean_squared_error: 28.8334 - output16_mean_squared_error: 20.7798 - output17_mean_squared_error: 22.4935 - output18_mean_squared_error: 14.2123 - output19_mean_squared_error: 11.3694 - output20_mean_squared_error: 13.1181 - output21_mean_squared_error: 30.0507 - output22_mean_squared_error: 22.5039 - output23_mean_squared_error: 15.4645 - output24_mean_squared_error: 21.8311 - output25_mean_squared_error: 27.9756 - output26_mean_squared_error: 14.6125 - output27_mean_squared_error: 29.0663 - output28_mean_squared_error: 22.0418 - output29_mean_squared_error: 29.1490 Epoch 1138/2000 121/121 [==============================] - 0s 701us/step - loss: 632.1877 - output00_loss: 12.4267 - output01_loss: 14.2480 - output02_loss: 22.4342 - output03_loss: 32.7832 - output04_loss: 27.5949 - output05_loss: 18.5504 - output06_loss: 21.4581 - output07_loss: 23.3558 - output08_loss: 14.4847 - output09_loss: 19.4159 - output10_loss: 19.1820 - output11_loss: 20.8005 - output12_loss: 16.9810 - output13_loss: 26.2114 - output14_loss: 18.7949 - output15_loss: 28.8295 - output16_loss: 20.7796 - output17_loss: 22.4905 - output18_loss: 14.2119 - output19_loss: 11.3667 - output20_loss: 13.1141 - output21_loss: 30.0486 - output22_loss: 22.5029 - output23_loss: 15.4641 - output24_loss: 21.8293 - output25_loss: 27.9748 - output26_loss: 14.6122 - output27_loss: 29.0641 - output28_loss: 22.0368 - output29_loss: 29.1414 - output00_mean_squared_error: 12.4267 - output01_mean_squared_error: 14.2480 - output02_mean_squared_error: 22.4342 - output03_mean_squared_error: 32.7832 - output04_mean_squared_error: 27.5949 - output05_mean_squared_error: 18.5504 - output06_mean_squared_error: 21.4581 - output07_mean_squared_error: 23.3558 - output08_mean_squared_error: 14.4847 - output09_mean_squared_error: 19.4159 - output10_mean_squared_error: 19.1820 - output11_mean_squared_error: 20.8005 - output12_mean_squared_error: 16.9810 - output13_mean_squared_error: 26.2114 - output14_mean_squared_error: 18.7949 - output15_mean_squared_error: 28.8295 - output16_mean_squared_error: 20.7796 - output17_mean_squared_error: 22.4905 - output18_mean_squared_error: 14.2119 - output19_mean_squared_error: 11.3667 - output20_mean_squared_error: 13.1141 - output21_mean_squared_error: 30.0486 - output22_mean_squared_error: 22.5029 - output23_mean_squared_error: 15.4641 - output24_mean_squared_error: 21.8293 - output25_mean_squared_error: 27.9748 - output26_mean_squared_error: 14.6122 - output27_mean_squared_error: 29.0641 - output28_mean_squared_error: 22.0368 - output29_mean_squared_error: 29.1414 Epoch 1139/2000 121/121 [==============================] - 0s 1ms/step - loss: 632.1135 - output00_loss: 12.4265 - output01_loss: 14.2452 - output02_loss: 22.4308 - output03_loss: 32.7805 - output04_loss: 27.5891 - output05_loss: 18.5498 - output06_loss: 21.4522 - output07_loss: 23.3507 - output08_loss: 14.4831 - output09_loss: 19.4147 - output10_loss: 19.1816 - output11_loss: 20.8003 - output12_loss: 16.9793 - output13_loss: 26.2078 - output14_loss: 18.7912 - output15_loss: 28.8255 - output16_loss: 20.7794 - output17_loss: 22.4875 - output18_loss: 14.2115 - output19_loss: 11.3641 - output20_loss: 13.1100 - output21_loss: 30.0465 - output22_loss: 22.5018 - output23_loss: 15.4637 - output24_loss: 21.8275 - output25_loss: 27.9739 - output26_loss: 14.6118 - output27_loss: 29.0620 - output28_loss: 22.0319 - output29_loss: 29.1337 - output00_mean_squared_error: 12.4265 - output01_mean_squared_error: 14.2452 - output02_mean_squared_error: 22.4308 - output03_mean_squared_error: 32.7805 - output04_mean_squared_error: 27.5891 - output05_mean_squared_error: 18.5498 - output06_mean_squared_error: 21.4522 - output07_mean_squared_error: 23.3507 - output08_mean_squared_error: 14.4831 - output09_mean_squared_error: 19.4147 - output10_mean_squared_error: 19.1816 - output11_mean_squared_error: 20.8003 - output12_mean_squared_error: 16.9793 - output13_mean_squared_error: 26.2078 - output14_mean_squared_error: 18.7912 - output15_mean_squared_error: 28.8255 - output16_mean_squared_error: 20.7794 - output17_mean_squared_error: 22.4875 - output18_mean_squared_error: 14.2115 - output19_mean_squared_error: 11.3641 - output20_mean_squared_error: 13.1100 - output21_mean_squared_error: 30.0465 - output22_mean_squared_error: 22.5018 - output23_mean_squared_error: 15.4637 - output24_mean_squared_error: 21.8275 - output25_mean_squared_error: 27.9739 - output26_mean_squared_error: 14.6118 - output27_mean_squared_error: 29.0620 - output28_mean_squared_error: 22.0319 - output29_mean_squared_error: 29.1337 Epoch 1140/2000 121/121 [==============================] - 0s 799us/step - loss: 632.0393 - output00_loss: 12.4263 - output01_loss: 14.2423 - output02_loss: 22.4274 - output03_loss: 32.7779 - output04_loss: 27.5833 - output05_loss: 18.5493 - output06_loss: 21.4463 - output07_loss: 23.3457 - output08_loss: 14.4816 - output09_loss: 19.4134 - output10_loss: 19.1811 - output11_loss: 20.8000 - output12_loss: 16.9776 - output13_loss: 26.2042 - output14_loss: 18.7875 - output15_loss: 28.8216 - output16_loss: 20.7792 - output17_loss: 22.4846 - output18_loss: 14.2111 - output19_loss: 11.3615 - output20_loss: 13.1059 - output21_loss: 30.0444 - output22_loss: 22.5008 - output23_loss: 15.4634 - output24_loss: 21.8257 - output25_loss: 27.9731 - output26_loss: 14.6114 - output27_loss: 29.0599 - output28_loss: 22.0269 - output29_loss: 29.1261 - output00_mean_squared_error: 12.4263 - output01_mean_squared_error: 14.2423 - output02_mean_squared_error: 22.4274 - output03_mean_squared_error: 32.7779 - output04_mean_squared_error: 27.5833 - output05_mean_squared_error: 18.5493 - output06_mean_squared_error: 21.4463 - output07_mean_squared_error: 23.3457 - output08_mean_squared_error: 14.4816 - output09_mean_squared_error: 19.4134 - output10_mean_squared_error: 19.1811 - output11_mean_squared_error: 20.8000 - output12_mean_squared_error: 16.9776 - output13_mean_squared_error: 26.2042 - output14_mean_squared_error: 18.7875 - output15_mean_squared_error: 28.8216 - output16_mean_squared_error: 20.7792 - output17_mean_squared_error: 22.4846 - output18_mean_squared_error: 14.2111 - output19_mean_squared_error: 11.3615 - output20_mean_squared_error: 13.1059 - output21_mean_squared_error: 30.0444 - output22_mean_squared_error: 22.5008 - output23_mean_squared_error: 15.4634 - output24_mean_squared_error: 21.8257 - output25_mean_squared_error: 27.9731 - output26_mean_squared_error: 14.6114 - output27_mean_squared_error: 29.0599 - output28_mean_squared_error: 22.0269 - output29_mean_squared_error: 29.1261 Epoch 1141/2000 121/121 [==============================] - 0s 543us/step - loss: 631.9653 - output00_loss: 12.4261 - output01_loss: 14.2395 - output02_loss: 22.4240 - output03_loss: 32.7752 - output04_loss: 27.5776 - output05_loss: 18.5488 - output06_loss: 21.4404 - output07_loss: 23.3407 - output08_loss: 14.4800 - output09_loss: 19.4122 - output10_loss: 19.1807 - output11_loss: 20.7997 - output12_loss: 16.9760 - output13_loss: 26.2006 - output14_loss: 18.7839 - output15_loss: 28.8177 - output16_loss: 20.7790 - output17_loss: 22.4816 - output18_loss: 14.2106 - output19_loss: 11.3588 - output20_loss: 13.1019 - output21_loss: 30.0423 - output22_loss: 22.4997 - output23_loss: 15.4630 - output24_loss: 21.8239 - output25_loss: 27.9723 - output26_loss: 14.6110 - output27_loss: 29.0578 - output28_loss: 22.0220 - output29_loss: 29.1185 - output00_mean_squared_error: 12.4261 - output01_mean_squared_error: 14.2395 - output02_mean_squared_error: 22.4240 - output03_mean_squared_error: 32.7752 - output04_mean_squared_error: 27.5776 - output05_mean_squared_error: 18.5488 - output06_mean_squared_error: 21.4404 - output07_mean_squared_error: 23.3407 - output08_mean_squared_error: 14.4800 - output09_mean_squared_error: 19.4122 - output10_mean_squared_error: 19.1807 - output11_mean_squared_error: 20.7997 - output12_mean_squared_error: 16.9760 - output13_mean_squared_error: 26.2006 - output14_mean_squared_error: 18.7839 - output15_mean_squared_error: 28.8177 - output16_mean_squared_error: 20.7790 - output17_mean_squared_error: 22.4816 - output18_mean_squared_error: 14.2106 - output19_mean_squared_error: 11.3588 - output20_mean_squared_error: 13.1019 - output21_mean_squared_error: 30.0423 - output22_mean_squared_error: 22.4997 - output23_mean_squared_error: 15.4630 - output24_mean_squared_error: 21.8239 - output25_mean_squared_error: 27.9723 - output26_mean_squared_error: 14.6110 - output27_mean_squared_error: 29.0578 - output28_mean_squared_error: 22.0220 - output29_mean_squared_error: 29.1185 Epoch 1142/2000 121/121 [==============================] - 0s 657us/step - loss: 631.8915 - output00_loss: 12.4258 - output01_loss: 14.2366 - output02_loss: 22.4207 - output03_loss: 32.7726 - output04_loss: 27.5719 - output05_loss: 18.5482 - output06_loss: 21.4346 - output07_loss: 23.3356 - output08_loss: 14.4784 - output09_loss: 19.4110 - output10_loss: 19.1803 - output11_loss: 20.7994 - output12_loss: 16.9743 - output13_loss: 26.1970 - output14_loss: 18.7802 - output15_loss: 28.8137 - output16_loss: 20.7788 - output17_loss: 22.4787 - output18_loss: 14.2102 - output19_loss: 11.3562 - output20_loss: 13.0978 - output21_loss: 30.0402 - output22_loss: 22.4987 - output23_loss: 15.4627 - output24_loss: 21.8221 - output25_loss: 27.9715 - output26_loss: 14.6107 - output27_loss: 29.0556 - output28_loss: 22.0171 - output29_loss: 29.1109 - output00_mean_squared_error: 12.4258 - output01_mean_squared_error: 14.2366 - output02_mean_squared_error: 22.4207 - output03_mean_squared_error: 32.7726 - output04_mean_squared_error: 27.5719 - output05_mean_squared_error: 18.5482 - output06_mean_squared_error: 21.4346 - output07_mean_squared_error: 23.3356 - output08_mean_squared_error: 14.4784 - output09_mean_squared_error: 19.4110 - output10_mean_squared_error: 19.1803 - output11_mean_squared_error: 20.7994 - output12_mean_squared_error: 16.9743 - output13_mean_squared_error: 26.1970 - output14_mean_squared_error: 18.7802 - output15_mean_squared_error: 28.8137 - output16_mean_squared_error: 20.7788 - output17_mean_squared_error: 22.4787 - output18_mean_squared_error: 14.2102 - output19_mean_squared_error: 11.3562 - output20_mean_squared_error: 13.0978 - output21_mean_squared_error: 30.0402 - output22_mean_squared_error: 22.4987 - output23_mean_squared_error: 15.4627 - output24_mean_squared_error: 21.8221 - output25_mean_squared_error: 27.9715 - output26_mean_squared_error: 14.6107 - output27_mean_squared_error: 29.0556 - output28_mean_squared_error: 22.0171 - output29_mean_squared_error: 29.1109 Epoch 1143/2000 121/121 [==============================] - 0s 937us/step - loss: 631.8179 - output00_loss: 12.4256 - output01_loss: 14.2338 - output02_loss: 22.4173 - output03_loss: 32.7700 - output04_loss: 27.5661 - output05_loss: 18.5477 - output06_loss: 21.4287 - output07_loss: 23.3306 - output08_loss: 14.4769 - output09_loss: 19.4098 - output10_loss: 19.1798 - output11_loss: 20.7992 - output12_loss: 16.9727 - output13_loss: 26.1934 - output14_loss: 18.7765 - output15_loss: 28.8098 - output16_loss: 20.7786 - output17_loss: 22.4757 - output18_loss: 14.2098 - output19_loss: 11.3536 - output20_loss: 13.0938 - output21_loss: 30.0381 - output22_loss: 22.4976 - output23_loss: 15.4623 - output24_loss: 21.8203 - output25_loss: 27.9706 - output26_loss: 14.6103 - output27_loss: 29.0535 - output28_loss: 22.0121 - output29_loss: 29.1033 - output00_mean_squared_error: 12.4256 - output01_mean_squared_error: 14.2338 - output02_mean_squared_error: 22.4173 - output03_mean_squared_error: 32.7700 - output04_mean_squared_error: 27.5661 - output05_mean_squared_error: 18.5477 - output06_mean_squared_error: 21.4287 - output07_mean_squared_error: 23.3306 - output08_mean_squared_error: 14.4769 - output09_mean_squared_error: 19.4098 - output10_mean_squared_error: 19.1798 - output11_mean_squared_error: 20.7992 - output12_mean_squared_error: 16.9727 - output13_mean_squared_error: 26.1934 - output14_mean_squared_error: 18.7765 - output15_mean_squared_error: 28.8098 - output16_mean_squared_error: 20.7786 - output17_mean_squared_error: 22.4757 - output18_mean_squared_error: 14.2098 - output19_mean_squared_error: 11.3536 - output20_mean_squared_error: 13.0938 - output21_mean_squared_error: 30.0381 - output22_mean_squared_error: 22.4976 - output23_mean_squared_error: 15.4623 - output24_mean_squared_error: 21.8203 - output25_mean_squared_error: 27.9706 - output26_mean_squared_error: 14.6103 - output27_mean_squared_error: 29.0535 - output28_mean_squared_error: 22.0121 - output29_mean_squared_error: 29.1033 Epoch 1144/2000 121/121 [==============================] - 0s 866us/step - loss: 631.7443 - output00_loss: 12.4254 - output01_loss: 14.2310 - output02_loss: 22.4140 - output03_loss: 32.7674 - output04_loss: 27.5604 - output05_loss: 18.5472 - output06_loss: 21.4229 - output07_loss: 23.3256 - output08_loss: 14.4754 - output09_loss: 19.4086 - output10_loss: 19.1794 - output11_loss: 20.7989 - output12_loss: 16.9711 - output13_loss: 26.1898 - output14_loss: 18.7729 - output15_loss: 28.8059 - output16_loss: 20.7784 - output17_loss: 22.4728 - output18_loss: 14.2094 - output19_loss: 11.3509 - output20_loss: 13.0897 - output21_loss: 30.0360 - output22_loss: 22.4966 - output23_loss: 15.4619 - output24_loss: 21.8185 - output25_loss: 27.9698 - output26_loss: 14.6099 - output27_loss: 29.0514 - output28_loss: 22.0072 - output29_loss: 29.0957 - output00_mean_squared_error: 12.4254 - output01_mean_squared_error: 14.2310 - output02_mean_squared_error: 22.4140 - output03_mean_squared_error: 32.7674 - output04_mean_squared_error: 27.5604 - output05_mean_squared_error: 18.5472 - output06_mean_squared_error: 21.4229 - output07_mean_squared_error: 23.3256 - output08_mean_squared_error: 14.4754 - output09_mean_squared_error: 19.4086 - output10_mean_squared_error: 19.1794 - output11_mean_squared_error: 20.7989 - output12_mean_squared_error: 16.9711 - output13_mean_squared_error: 26.1898 - output14_mean_squared_error: 18.7729 - output15_mean_squared_error: 28.8059 - output16_mean_squared_error: 20.7784 - output17_mean_squared_error: 22.4728 - output18_mean_squared_error: 14.2094 - output19_mean_squared_error: 11.3509 - output20_mean_squared_error: 13.0897 - output21_mean_squared_error: 30.0360 - output22_mean_squared_error: 22.4966 - output23_mean_squared_error: 15.4619 - output24_mean_squared_error: 21.8185 - output25_mean_squared_error: 27.9698 - output26_mean_squared_error: 14.6099 - output27_mean_squared_error: 29.0514 - output28_mean_squared_error: 22.0072 - output29_mean_squared_error: 29.0957 Epoch 1145/2000 121/121 [==============================] - 0s 978us/step - loss: 631.6709 - output00_loss: 12.4252 - output01_loss: 14.2282 - output02_loss: 22.4107 - output03_loss: 32.7648 - output04_loss: 27.5547 - output05_loss: 18.5467 - output06_loss: 21.4171 - output07_loss: 23.3206 - output08_loss: 14.4738 - output09_loss: 19.4074 - output10_loss: 19.1789 - output11_loss: 20.7986 - output12_loss: 16.9694 - output13_loss: 26.1863 - output14_loss: 18.7692 - output15_loss: 28.8020 - output16_loss: 20.7782 - output17_loss: 22.4699 - output18_loss: 14.2090 - output19_loss: 11.3483 - output20_loss: 13.0857 - output21_loss: 30.0339 - output22_loss: 22.4956 - output23_loss: 15.4616 - output24_loss: 21.8168 - output25_loss: 27.9690 - output26_loss: 14.6096 - output27_loss: 29.0493 - output28_loss: 22.0023 - output29_loss: 29.0882 - output00_mean_squared_error: 12.4252 - output01_mean_squared_error: 14.2282 - output02_mean_squared_error: 22.4107 - output03_mean_squared_error: 32.7648 - output04_mean_squared_error: 27.5547 - output05_mean_squared_error: 18.5467 - output06_mean_squared_error: 21.4171 - output07_mean_squared_error: 23.3206 - output08_mean_squared_error: 14.4738 - output09_mean_squared_error: 19.4074 - output10_mean_squared_error: 19.1789 - output11_mean_squared_error: 20.7986 - output12_mean_squared_error: 16.9694 - output13_mean_squared_error: 26.1863 - output14_mean_squared_error: 18.7692 - output15_mean_squared_error: 28.8020 - output16_mean_squared_error: 20.7782 - output17_mean_squared_error: 22.4699 - output18_mean_squared_error: 14.2090 - output19_mean_squared_error: 11.3483 - output20_mean_squared_error: 13.0857 - output21_mean_squared_error: 30.0339 - output22_mean_squared_error: 22.4956 - output23_mean_squared_error: 15.4616 - output24_mean_squared_error: 21.8168 - output25_mean_squared_error: 27.9690 - output26_mean_squared_error: 14.6096 - output27_mean_squared_error: 29.0493 - output28_mean_squared_error: 22.0023 - output29_mean_squared_error: 29.0882 Epoch 1146/2000 121/121 [==============================] - 0s 953us/step - loss: 631.5977 - output00_loss: 12.4250 - output01_loss: 14.2253 - output02_loss: 22.4073 - output03_loss: 32.7622 - output04_loss: 27.5490 - output05_loss: 18.5461 - output06_loss: 21.4113 - output07_loss: 23.3156 - output08_loss: 14.4723 - output09_loss: 19.4062 - output10_loss: 19.1785 - output11_loss: 20.7984 - output12_loss: 16.9678 - output13_loss: 26.1827 - output14_loss: 18.7656 - output15_loss: 28.7981 - output16_loss: 20.7780 - output17_loss: 22.4670 - output18_loss: 14.2086 - output19_loss: 11.3457 - output20_loss: 13.0817 - output21_loss: 30.0319 - output22_loss: 22.4945 - output23_loss: 15.4612 - output24_loss: 21.8150 - output25_loss: 27.9682 - output26_loss: 14.6092 - output27_loss: 29.0472 - output28_loss: 21.9974 - output29_loss: 29.0806 - output00_mean_squared_error: 12.4250 - output01_mean_squared_error: 14.2253 - output02_mean_squared_error: 22.4073 - output03_mean_squared_error: 32.7622 - output04_mean_squared_error: 27.5490 - output05_mean_squared_error: 18.5461 - output06_mean_squared_error: 21.4113 - output07_mean_squared_error: 23.3156 - output08_mean_squared_error: 14.4723 - output09_mean_squared_error: 19.4062 - output10_mean_squared_error: 19.1785 - output11_mean_squared_error: 20.7984 - output12_mean_squared_error: 16.9678 - output13_mean_squared_error: 26.1827 - output14_mean_squared_error: 18.7656 - output15_mean_squared_error: 28.7981 - output16_mean_squared_error: 20.7780 - output17_mean_squared_error: 22.4670 - output18_mean_squared_error: 14.2086 - output19_mean_squared_error: 11.3457 - output20_mean_squared_error: 13.0817 - output21_mean_squared_error: 30.0319 - output22_mean_squared_error: 22.4945 - output23_mean_squared_error: 15.4612 - output24_mean_squared_error: 21.8150 - output25_mean_squared_error: 27.9682 - output26_mean_squared_error: 14.6092 - output27_mean_squared_error: 29.0472 - output28_mean_squared_error: 21.9974 - output29_mean_squared_error: 29.0806 Epoch 1147/2000 121/121 [==============================] - 0s 806us/step - loss: 631.5247 - output00_loss: 12.4248 - output01_loss: 14.2225 - output02_loss: 22.4040 - output03_loss: 32.7596 - output04_loss: 27.5433 - output05_loss: 18.5456 - output06_loss: 21.4055 - output07_loss: 23.3107 - output08_loss: 14.4708 - output09_loss: 19.4050 - output10_loss: 19.1781 - output11_loss: 20.7981 - output12_loss: 16.9662 - output13_loss: 26.1792 - output14_loss: 18.7619 - output15_loss: 28.7942 - output16_loss: 20.7778 - output17_loss: 22.4641 - output18_loss: 14.2082 - output19_loss: 11.3431 - output20_loss: 13.0777 - output21_loss: 30.0298 - output22_loss: 22.4935 - output23_loss: 15.4609 - output24_loss: 21.8132 - output25_loss: 27.9674 - output26_loss: 14.6089 - output27_loss: 29.0451 - output28_loss: 21.9925 - output29_loss: 29.0730 - output00_mean_squared_error: 12.4248 - output01_mean_squared_error: 14.2225 - output02_mean_squared_error: 22.4040 - output03_mean_squared_error: 32.7596 - output04_mean_squared_error: 27.5433 - output05_mean_squared_error: 18.5456 - output06_mean_squared_error: 21.4055 - output07_mean_squared_error: 23.3107 - output08_mean_squared_error: 14.4708 - output09_mean_squared_error: 19.4050 - output10_mean_squared_error: 19.1781 - output11_mean_squared_error: 20.7981 - output12_mean_squared_error: 16.9662 - output13_mean_squared_error: 26.1792 - output14_mean_squared_error: 18.7619 - output15_mean_squared_error: 28.7942 - output16_mean_squared_error: 20.7778 - output17_mean_squared_error: 22.4641 - output18_mean_squared_error: 14.2082 - output19_mean_squared_error: 11.3431 - output20_mean_squared_error: 13.0777 - output21_mean_squared_error: 30.0298 - output22_mean_squared_error: 22.4935 - output23_mean_squared_error: 15.4609 - output24_mean_squared_error: 21.8132 - output25_mean_squared_error: 27.9674 - output26_mean_squared_error: 14.6089 - output27_mean_squared_error: 29.0451 - output28_mean_squared_error: 21.9925 - output29_mean_squared_error: 29.0730 Epoch 1148/2000 121/121 [==============================] - 0s 749us/step - loss: 631.4518 - output00_loss: 12.4246 - output01_loss: 14.2197 - output02_loss: 22.4007 - output03_loss: 32.7571 - output04_loss: 27.5376 - output05_loss: 18.5451 - output06_loss: 21.3997 - output07_loss: 23.3057 - output08_loss: 14.4692 - output09_loss: 19.4038 - output10_loss: 19.1776 - output11_loss: 20.7978 - output12_loss: 16.9646 - output13_loss: 26.1756 - output14_loss: 18.7583 - output15_loss: 28.7903 - output16_loss: 20.7776 - output17_loss: 22.4612 - output18_loss: 14.2078 - output19_loss: 11.3405 - output20_loss: 13.0737 - output21_loss: 30.0278 - output22_loss: 22.4925 - output23_loss: 15.4605 - output24_loss: 21.8115 - output25_loss: 27.9666 - output26_loss: 14.6085 - output27_loss: 29.0430 - output28_loss: 21.9877 - output29_loss: 29.0655 - output00_mean_squared_error: 12.4246 - output01_mean_squared_error: 14.2197 - output02_mean_squared_error: 22.4007 - output03_mean_squared_error: 32.7571 - output04_mean_squared_error: 27.5376 - output05_mean_squared_error: 18.5451 - output06_mean_squared_error: 21.3997 - output07_mean_squared_error: 23.3057 - output08_mean_squared_error: 14.4692 - output09_mean_squared_error: 19.4038 - output10_mean_squared_error: 19.1776 - output11_mean_squared_error: 20.7978 - output12_mean_squared_error: 16.9646 - output13_mean_squared_error: 26.1756 - output14_mean_squared_error: 18.7583 - output15_mean_squared_error: 28.7903 - output16_mean_squared_error: 20.7776 - output17_mean_squared_error: 22.4612 - output18_mean_squared_error: 14.2078 - output19_mean_squared_error: 11.3405 - output20_mean_squared_error: 13.0737 - output21_mean_squared_error: 30.0278 - output22_mean_squared_error: 22.4925 - output23_mean_squared_error: 15.4605 - output24_mean_squared_error: 21.8115 - output25_mean_squared_error: 27.9666 - output26_mean_squared_error: 14.6085 - output27_mean_squared_error: 29.0430 - output28_mean_squared_error: 21.9877 - output29_mean_squared_error: 29.0655 Epoch 1149/2000 121/121 [==============================] - 0s 466us/step - loss: 631.3791 - output00_loss: 12.4244 - output01_loss: 14.2169 - output02_loss: 22.3974 - output03_loss: 32.7545 - output04_loss: 27.5320 - output05_loss: 18.5446 - output06_loss: 21.3939 - output07_loss: 23.3007 - output08_loss: 14.4677 - output09_loss: 19.4027 - output10_loss: 19.1772 - output11_loss: 20.7976 - output12_loss: 16.9630 - output13_loss: 26.1721 - output14_loss: 18.7547 - output15_loss: 28.7865 - output16_loss: 20.7774 - output17_loss: 22.4583 - output18_loss: 14.2074 - output19_loss: 11.3379 - output20_loss: 13.0697 - output21_loss: 30.0257 - output22_loss: 22.4915 - output23_loss: 15.4602 - output24_loss: 21.8097 - output25_loss: 27.9658 - output26_loss: 14.6081 - output27_loss: 29.0409 - output28_loss: 21.9828 - output29_loss: 29.0580 - output00_mean_squared_error: 12.4244 - output01_mean_squared_error: 14.2169 - output02_mean_squared_error: 22.3974 - output03_mean_squared_error: 32.7545 - output04_mean_squared_error: 27.5320 - output05_mean_squared_error: 18.5446 - output06_mean_squared_error: 21.3939 - output07_mean_squared_error: 23.3007 - output08_mean_squared_error: 14.4677 - output09_mean_squared_error: 19.4027 - output10_mean_squared_error: 19.1772 - output11_mean_squared_error: 20.7976 - output12_mean_squared_error: 16.9630 - output13_mean_squared_error: 26.1721 - output14_mean_squared_error: 18.7547 - output15_mean_squared_error: 28.7865 - output16_mean_squared_error: 20.7774 - output17_mean_squared_error: 22.4583 - output18_mean_squared_error: 14.2074 - output19_mean_squared_error: 11.3379 - output20_mean_squared_error: 13.0697 - output21_mean_squared_error: 30.0257 - output22_mean_squared_error: 22.4915 - output23_mean_squared_error: 15.4602 - output24_mean_squared_error: 21.8097 - output25_mean_squared_error: 27.9658 - output26_mean_squared_error: 14.6081 - output27_mean_squared_error: 29.0409 - output28_mean_squared_error: 21.9828 - output29_mean_squared_error: 29.0580 Epoch 1150/2000 121/121 [==============================] - 0s 860us/step - loss: 631.3065 - output00_loss: 12.4241 - output01_loss: 14.2141 - output02_loss: 22.3941 - output03_loss: 32.7519 - output04_loss: 27.5263 - output05_loss: 18.5441 - output06_loss: 21.3881 - output07_loss: 23.2958 - output08_loss: 14.4662 - output09_loss: 19.4015 - output10_loss: 19.1768 - output11_loss: 20.7973 - output12_loss: 16.9614 - output13_loss: 26.1686 - output14_loss: 18.7510 - output15_loss: 28.7826 - output16_loss: 20.7772 - output17_loss: 22.4554 - output18_loss: 14.2070 - output19_loss: 11.3352 - output20_loss: 13.0657 - output21_loss: 30.0237 - output22_loss: 22.4905 - output23_loss: 15.4599 - output24_loss: 21.8080 - output25_loss: 27.9650 - output26_loss: 14.6078 - output27_loss: 29.0389 - output28_loss: 21.9779 - output29_loss: 29.0505 - output00_mean_squared_error: 12.4241 - output01_mean_squared_error: 14.2141 - output02_mean_squared_error: 22.3941 - output03_mean_squared_error: 32.7519 - output04_mean_squared_error: 27.5263 - output05_mean_squared_error: 18.5441 - output06_mean_squared_error: 21.3881 - output07_mean_squared_error: 23.2958 - output08_mean_squared_error: 14.4662 - output09_mean_squared_error: 19.4015 - output10_mean_squared_error: 19.1768 - output11_mean_squared_error: 20.7973 - output12_mean_squared_error: 16.9614 - output13_mean_squared_error: 26.1686 - output14_mean_squared_error: 18.7510 - output15_mean_squared_error: 28.7826 - output16_mean_squared_error: 20.7772 - output17_mean_squared_error: 22.4554 - output18_mean_squared_error: 14.2070 - output19_mean_squared_error: 11.3352 - output20_mean_squared_error: 13.0657 - output21_mean_squared_error: 30.0237 - output22_mean_squared_error: 22.4905 - output23_mean_squared_error: 15.4599 - output24_mean_squared_error: 21.8080 - output25_mean_squared_error: 27.9650 - output26_mean_squared_error: 14.6078 - output27_mean_squared_error: 29.0389 - output28_mean_squared_error: 21.9779 - output29_mean_squared_error: 29.0505 Epoch 1151/2000 121/121 [==============================] - 0s 980us/step - loss: 631.2340 - output00_loss: 12.4239 - output01_loss: 14.2113 - output02_loss: 22.3908 - output03_loss: 32.7494 - output04_loss: 27.5207 - output05_loss: 18.5436 - output06_loss: 21.3823 - output07_loss: 23.2908 - output08_loss: 14.4647 - output09_loss: 19.4003 - output10_loss: 19.1764 - output11_loss: 20.7970 - output12_loss: 16.9598 - output13_loss: 26.1650 - output14_loss: 18.7474 - output15_loss: 28.7787 - output16_loss: 20.7771 - output17_loss: 22.4525 - output18_loss: 14.2066 - output19_loss: 11.3326 - output20_loss: 13.0618 - output21_loss: 30.0216 - output22_loss: 22.4895 - output23_loss: 15.4595 - output24_loss: 21.8062 - output25_loss: 27.9642 - output26_loss: 14.6074 - output27_loss: 29.0368 - output28_loss: 21.9731 - output29_loss: 29.0430 - output00_mean_squared_error: 12.4239 - output01_mean_squared_error: 14.2113 - output02_mean_squared_error: 22.3908 - output03_mean_squared_error: 32.7494 - output04_mean_squared_error: 27.5207 - output05_mean_squared_error: 18.5436 - output06_mean_squared_error: 21.3823 - output07_mean_squared_error: 23.2908 - output08_mean_squared_error: 14.4647 - output09_mean_squared_error: 19.4003 - output10_mean_squared_error: 19.1764 - output11_mean_squared_error: 20.7970 - output12_mean_squared_error: 16.9598 - output13_mean_squared_error: 26.1650 - output14_mean_squared_error: 18.7474 - output15_mean_squared_error: 28.7787 - output16_mean_squared_error: 20.7771 - output17_mean_squared_error: 22.4525 - output18_mean_squared_error: 14.2066 - output19_mean_squared_error: 11.3326 - output20_mean_squared_error: 13.0618 - output21_mean_squared_error: 30.0216 - output22_mean_squared_error: 22.4895 - output23_mean_squared_error: 15.4595 - output24_mean_squared_error: 21.8062 - output25_mean_squared_error: 27.9642 - output26_mean_squared_error: 14.6074 - output27_mean_squared_error: 29.0368 - output28_mean_squared_error: 21.9731 - output29_mean_squared_error: 29.0430 Epoch 1152/2000 121/121 [==============================] - 0s 637us/step - loss: 631.1617 - output00_loss: 12.4237 - output01_loss: 14.2085 - output02_loss: 22.3875 - output03_loss: 32.7469 - output04_loss: 27.5150 - output05_loss: 18.5431 - output06_loss: 21.3766 - output07_loss: 23.2859 - output08_loss: 14.4632 - output09_loss: 19.3991 - output10_loss: 19.1759 - output11_loss: 20.7968 - output12_loss: 16.9582 - output13_loss: 26.1615 - output14_loss: 18.7438 - output15_loss: 28.7749 - output16_loss: 20.7769 - output17_loss: 22.4496 - output18_loss: 14.2062 - output19_loss: 11.3300 - output20_loss: 13.0578 - output21_loss: 30.0196 - output22_loss: 22.4884 - output23_loss: 15.4592 - output24_loss: 21.8045 - output25_loss: 27.9634 - output26_loss: 14.6071 - output27_loss: 29.0347 - output28_loss: 21.9682 - output29_loss: 29.0355 - output00_mean_squared_error: 12.4237 - output01_mean_squared_error: 14.2085 - output02_mean_squared_error: 22.3875 - output03_mean_squared_error: 32.7469 - output04_mean_squared_error: 27.5150 - output05_mean_squared_error: 18.5431 - output06_mean_squared_error: 21.3766 - output07_mean_squared_error: 23.2859 - output08_mean_squared_error: 14.4632 - output09_mean_squared_error: 19.3991 - output10_mean_squared_error: 19.1759 - output11_mean_squared_error: 20.7968 - output12_mean_squared_error: 16.9582 - output13_mean_squared_error: 26.1615 - output14_mean_squared_error: 18.7438 - output15_mean_squared_error: 28.7749 - output16_mean_squared_error: 20.7769 - output17_mean_squared_error: 22.4496 - output18_mean_squared_error: 14.2062 - output19_mean_squared_error: 11.3300 - output20_mean_squared_error: 13.0578 - output21_mean_squared_error: 30.0196 - output22_mean_squared_error: 22.4884 - output23_mean_squared_error: 15.4592 - output24_mean_squared_error: 21.8045 - output25_mean_squared_error: 27.9634 - output26_mean_squared_error: 14.6071 - output27_mean_squared_error: 29.0347 - output28_mean_squared_error: 21.9682 - output29_mean_squared_error: 29.0355 Epoch 1153/2000 121/121 [==============================] - 0s 881us/step - loss: 631.0895 - output00_loss: 12.4235 - output01_loss: 14.2058 - output02_loss: 22.3842 - output03_loss: 32.7443 - output04_loss: 27.5094 - output05_loss: 18.5426 - output06_loss: 21.3708 - output07_loss: 23.2810 - output08_loss: 14.4617 - output09_loss: 19.3980 - output10_loss: 19.1755 - output11_loss: 20.7965 - output12_loss: 16.9566 - output13_loss: 26.1580 - output14_loss: 18.7402 - output15_loss: 28.7710 - output16_loss: 20.7767 - output17_loss: 22.4467 - output18_loss: 14.2058 - output19_loss: 11.3274 - output20_loss: 13.0538 - output21_loss: 30.0176 - output22_loss: 22.4874 - output23_loss: 15.4588 - output24_loss: 21.8028 - output25_loss: 27.9626 - output26_loss: 14.6067 - output27_loss: 29.0327 - output28_loss: 21.9634 - output29_loss: 29.0280 - output00_mean_squared_error: 12.4235 - output01_mean_squared_error: 14.2058 - output02_mean_squared_error: 22.3842 - output03_mean_squared_error: 32.7443 - output04_mean_squared_error: 27.5094 - output05_mean_squared_error: 18.5426 - output06_mean_squared_error: 21.3708 - output07_mean_squared_error: 23.2810 - output08_mean_squared_error: 14.4617 - output09_mean_squared_error: 19.3980 - output10_mean_squared_error: 19.1755 - output11_mean_squared_error: 20.7965 - output12_mean_squared_error: 16.9566 - output13_mean_squared_error: 26.1580 - output14_mean_squared_error: 18.7402 - output15_mean_squared_error: 28.7710 - output16_mean_squared_error: 20.7767 - output17_mean_squared_error: 22.4467 - output18_mean_squared_error: 14.2058 - output19_mean_squared_error: 11.3274 - output20_mean_squared_error: 13.0538 - output21_mean_squared_error: 30.0176 - output22_mean_squared_error: 22.4874 - output23_mean_squared_error: 15.4588 - output24_mean_squared_error: 21.8028 - output25_mean_squared_error: 27.9626 - output26_mean_squared_error: 14.6067 - output27_mean_squared_error: 29.0327 - output28_mean_squared_error: 21.9634 - output29_mean_squared_error: 29.0280 Epoch 1154/2000 121/121 [==============================] - 0s 905us/step - loss: 631.0176 - output00_loss: 12.4233 - output01_loss: 14.2030 - output02_loss: 22.3809 - output03_loss: 32.7418 - output04_loss: 27.5038 - output05_loss: 18.5420 - output06_loss: 21.3651 - output07_loss: 23.2761 - output08_loss: 14.4602 - output09_loss: 19.3968 - output10_loss: 19.1751 - output11_loss: 20.7963 - output12_loss: 16.9550 - output13_loss: 26.1545 - output14_loss: 18.7366 - output15_loss: 28.7671 - output16_loss: 20.7765 - output17_loss: 22.4439 - output18_loss: 14.2054 - output19_loss: 11.3248 - output20_loss: 13.0499 - output21_loss: 30.0155 - output22_loss: 22.4864 - output23_loss: 15.4585 - output24_loss: 21.8011 - output25_loss: 27.9618 - output26_loss: 14.6064 - output27_loss: 29.0306 - output28_loss: 21.9586 - output29_loss: 29.0205 - output00_mean_squared_error: 12.4233 - output01_mean_squared_error: 14.2030 - output02_mean_squared_error: 22.3809 - output03_mean_squared_error: 32.7418 - output04_mean_squared_error: 27.5038 - output05_mean_squared_error: 18.5420 - output06_mean_squared_error: 21.3651 - output07_mean_squared_error: 23.2761 - output08_mean_squared_error: 14.4602 - output09_mean_squared_error: 19.3968 - output10_mean_squared_error: 19.1751 - output11_mean_squared_error: 20.7963 - output12_mean_squared_error: 16.9550 - output13_mean_squared_error: 26.1545 - output14_mean_squared_error: 18.7366 - output15_mean_squared_error: 28.7671 - output16_mean_squared_error: 20.7765 - output17_mean_squared_error: 22.4439 - output18_mean_squared_error: 14.2054 - output19_mean_squared_error: 11.3248 - output20_mean_squared_error: 13.0499 - output21_mean_squared_error: 30.0155 - output22_mean_squared_error: 22.4864 - output23_mean_squared_error: 15.4585 - output24_mean_squared_error: 21.8011 - output25_mean_squared_error: 27.9618 - output26_mean_squared_error: 14.6064 - output27_mean_squared_error: 29.0306 - output28_mean_squared_error: 21.9586 - output29_mean_squared_error: 29.0205 Epoch 1155/2000 121/121 [==============================] - 0s 862us/step - loss: 630.9459 - output00_loss: 12.4231 - output01_loss: 14.2002 - output02_loss: 22.3776 - output03_loss: 32.7393 - output04_loss: 27.4982 - output05_loss: 18.5415 - output06_loss: 21.3594 - output07_loss: 23.2712 - output08_loss: 14.4587 - output09_loss: 19.3957 - output10_loss: 19.1747 - output11_loss: 20.7960 - output12_loss: 16.9534 - output13_loss: 26.1510 - output14_loss: 18.7331 - output15_loss: 28.7633 - output16_loss: 20.7763 - output17_loss: 22.4410 - output18_loss: 14.2050 - output19_loss: 11.3222 - output20_loss: 13.0460 - output21_loss: 30.0135 - output22_loss: 22.4854 - output23_loss: 15.4581 - output24_loss: 21.7993 - output25_loss: 27.9610 - output26_loss: 14.6060 - output27_loss: 29.0286 - output28_loss: 21.9537 - output29_loss: 29.0131 - output00_mean_squared_error: 12.4231 - output01_mean_squared_error: 14.2002 - output02_mean_squared_error: 22.3776 - output03_mean_squared_error: 32.7393 - output04_mean_squared_error: 27.4982 - output05_mean_squared_error: 18.5415 - output06_mean_squared_error: 21.3594 - output07_mean_squared_error: 23.2712 - output08_mean_squared_error: 14.4587 - output09_mean_squared_error: 19.3957 - output10_mean_squared_error: 19.1747 - output11_mean_squared_error: 20.7960 - output12_mean_squared_error: 16.9534 - output13_mean_squared_error: 26.1510 - output14_mean_squared_error: 18.7331 - output15_mean_squared_error: 28.7633 - output16_mean_squared_error: 20.7763 - output17_mean_squared_error: 22.4410 - output18_mean_squared_error: 14.2050 - output19_mean_squared_error: 11.3222 - output20_mean_squared_error: 13.0460 - output21_mean_squared_error: 30.0135 - output22_mean_squared_error: 22.4854 - output23_mean_squared_error: 15.4581 - output24_mean_squared_error: 21.7993 - output25_mean_squared_error: 27.9610 - output26_mean_squared_error: 14.6060 - output27_mean_squared_error: 29.0286 - output28_mean_squared_error: 21.9537 - output29_mean_squared_error: 29.0131 Epoch 1156/2000 121/121 [==============================] - 0s 1ms/step - loss: 630.8741 - output00_loss: 12.4229 - output01_loss: 14.1974 - output02_loss: 22.3744 - output03_loss: 32.7368 - output04_loss: 27.4925 - output05_loss: 18.5410 - output06_loss: 21.3537 - output07_loss: 23.2663 - output08_loss: 14.4572 - output09_loss: 19.3945 - output10_loss: 19.1742 - output11_loss: 20.7958 - output12_loss: 16.9519 - output13_loss: 26.1475 - output14_loss: 18.7295 - output15_loss: 28.7595 - output16_loss: 20.7761 - output17_loss: 22.4382 - output18_loss: 14.2047 - output19_loss: 11.3196 - output20_loss: 13.0420 - output21_loss: 30.0115 - output22_loss: 22.4845 - output23_loss: 15.4578 - output24_loss: 21.7976 - output25_loss: 27.9603 - output26_loss: 14.6057 - output27_loss: 29.0265 - output28_loss: 21.9489 - output29_loss: 29.0056 - output00_mean_squared_error: 12.4229 - output01_mean_squared_error: 14.1974 - output02_mean_squared_error: 22.3744 - output03_mean_squared_error: 32.7368 - output04_mean_squared_error: 27.4925 - output05_mean_squared_error: 18.5410 - output06_mean_squared_error: 21.3537 - output07_mean_squared_error: 23.2663 - output08_mean_squared_error: 14.4572 - output09_mean_squared_error: 19.3945 - output10_mean_squared_error: 19.1742 - output11_mean_squared_error: 20.7958 - output12_mean_squared_error: 16.9519 - output13_mean_squared_error: 26.1475 - output14_mean_squared_error: 18.7295 - output15_mean_squared_error: 28.7595 - output16_mean_squared_error: 20.7761 - output17_mean_squared_error: 22.4382 - output18_mean_squared_error: 14.2047 - output19_mean_squared_error: 11.3196 - output20_mean_squared_error: 13.0420 - output21_mean_squared_error: 30.0115 - output22_mean_squared_error: 22.4845 - output23_mean_squared_error: 15.4578 - output24_mean_squared_error: 21.7976 - output25_mean_squared_error: 27.9603 - output26_mean_squared_error: 14.6057 - output27_mean_squared_error: 29.0265 - output28_mean_squared_error: 21.9489 - output29_mean_squared_error: 29.0056 Epoch 1157/2000 121/121 [==============================] - 0s 660us/step - loss: 630.8027 - output00_loss: 12.4227 - output01_loss: 14.1947 - output02_loss: 22.3711 - output03_loss: 32.7343 - output04_loss: 27.4870 - output05_loss: 18.5405 - output06_loss: 21.3480 - output07_loss: 23.2614 - output08_loss: 14.4557 - output09_loss: 19.3934 - output10_loss: 19.1738 - output11_loss: 20.7955 - output12_loss: 16.9503 - output13_loss: 26.1440 - output14_loss: 18.7259 - output15_loss: 28.7556 - output16_loss: 20.7759 - output17_loss: 22.4353 - output18_loss: 14.2043 - output19_loss: 11.3171 - output20_loss: 13.0381 - output21_loss: 30.0095 - output22_loss: 22.4835 - output23_loss: 15.4575 - output24_loss: 21.7959 - output25_loss: 27.9595 - output26_loss: 14.6054 - output27_loss: 29.0245 - output28_loss: 21.9441 - output29_loss: 28.9982 - output00_mean_squared_error: 12.4227 - output01_mean_squared_error: 14.1947 - output02_mean_squared_error: 22.3711 - output03_mean_squared_error: 32.7343 - output04_mean_squared_error: 27.4870 - output05_mean_squared_error: 18.5405 - output06_mean_squared_error: 21.3480 - output07_mean_squared_error: 23.2614 - output08_mean_squared_error: 14.4557 - output09_mean_squared_error: 19.3934 - output10_mean_squared_error: 19.1738 - output11_mean_squared_error: 20.7955 - output12_mean_squared_error: 16.9503 - output13_mean_squared_error: 26.1440 - output14_mean_squared_error: 18.7259 - output15_mean_squared_error: 28.7556 - output16_mean_squared_error: 20.7759 - output17_mean_squared_error: 22.4353 - output18_mean_squared_error: 14.2043 - output19_mean_squared_error: 11.3171 - output20_mean_squared_error: 13.0381 - output21_mean_squared_error: 30.0095 - output22_mean_squared_error: 22.4835 - output23_mean_squared_error: 15.4575 - output24_mean_squared_error: 21.7959 - output25_mean_squared_error: 27.9595 - output26_mean_squared_error: 14.6054 - output27_mean_squared_error: 29.0245 - output28_mean_squared_error: 21.9441 - output29_mean_squared_error: 28.9982 Epoch 1158/2000 121/121 [==============================] - 0s 1ms/step - loss: 630.7314 - output00_loss: 12.4225 - output01_loss: 14.1919 - output02_loss: 22.3679 - output03_loss: 32.7318 - output04_loss: 27.4814 - output05_loss: 18.5400 - output06_loss: 21.3423 - output07_loss: 23.2565 - output08_loss: 14.4543 - output09_loss: 19.3922 - output10_loss: 19.1734 - output11_loss: 20.7953 - output12_loss: 16.9487 - output13_loss: 26.1405 - output14_loss: 18.7223 - output15_loss: 28.7518 - output16_loss: 20.7758 - output17_loss: 22.4325 - output18_loss: 14.2039 - output19_loss: 11.3145 - output20_loss: 13.0342 - output21_loss: 30.0075 - output22_loss: 22.4825 - output23_loss: 15.4571 - output24_loss: 21.7942 - output25_loss: 27.9587 - output26_loss: 14.6050 - output27_loss: 29.0224 - output28_loss: 21.9393 - output29_loss: 28.9908 - output00_mean_squared_error: 12.4225 - output01_mean_squared_error: 14.1919 - output02_mean_squared_error: 22.3679 - output03_mean_squared_error: 32.7318 - output04_mean_squared_error: 27.4814 - output05_mean_squared_error: 18.5400 - output06_mean_squared_error: 21.3423 - output07_mean_squared_error: 23.2565 - output08_mean_squared_error: 14.4543 - output09_mean_squared_error: 19.3922 - output10_mean_squared_error: 19.1734 - output11_mean_squared_error: 20.7953 - output12_mean_squared_error: 16.9487 - output13_mean_squared_error: 26.1405 - output14_mean_squared_error: 18.7223 - output15_mean_squared_error: 28.7518 - output16_mean_squared_error: 20.7758 - output17_mean_squared_error: 22.4325 - output18_mean_squared_error: 14.2039 - output19_mean_squared_error: 11.3145 - output20_mean_squared_error: 13.0342 - output21_mean_squared_error: 30.0075 - output22_mean_squared_error: 22.4825 - output23_mean_squared_error: 15.4571 - output24_mean_squared_error: 21.7942 - output25_mean_squared_error: 27.9587 - output26_mean_squared_error: 14.6050 - output27_mean_squared_error: 29.0224 - output28_mean_squared_error: 21.9393 - output29_mean_squared_error: 28.9908 Epoch 1159/2000 121/121 [==============================] - 0s 755us/step - loss: 630.6601 - output00_loss: 12.4223 - output01_loss: 14.1892 - output02_loss: 22.3646 - output03_loss: 32.7293 - output04_loss: 27.4758 - output05_loss: 18.5395 - output06_loss: 21.3366 - output07_loss: 23.2517 - output08_loss: 14.4528 - output09_loss: 19.3911 - output10_loss: 19.1730 - output11_loss: 20.7950 - output12_loss: 16.9472 - output13_loss: 26.1370 - output14_loss: 18.7188 - output15_loss: 28.7480 - output16_loss: 20.7756 - output17_loss: 22.4296 - output18_loss: 14.2035 - output19_loss: 11.3119 - output20_loss: 13.0303 - output21_loss: 30.0055 - output22_loss: 22.4815 - output23_loss: 15.4568 - output24_loss: 21.7925 - output25_loss: 27.9579 - output26_loss: 14.6047 - output27_loss: 29.0204 - output28_loss: 21.9345 - output29_loss: 28.9834 - output00_mean_squared_error: 12.4223 - output01_mean_squared_error: 14.1892 - output02_mean_squared_error: 22.3646 - output03_mean_squared_error: 32.7293 - output04_mean_squared_error: 27.4758 - output05_mean_squared_error: 18.5395 - output06_mean_squared_error: 21.3366 - output07_mean_squared_error: 23.2517 - output08_mean_squared_error: 14.4528 - output09_mean_squared_error: 19.3911 - output10_mean_squared_error: 19.1730 - output11_mean_squared_error: 20.7950 - output12_mean_squared_error: 16.9472 - output13_mean_squared_error: 26.1370 - output14_mean_squared_error: 18.7188 - output15_mean_squared_error: 28.7480 - output16_mean_squared_error: 20.7756 - output17_mean_squared_error: 22.4296 - output18_mean_squared_error: 14.2035 - output19_mean_squared_error: 11.3119 - output20_mean_squared_error: 13.0303 - output21_mean_squared_error: 30.0055 - output22_mean_squared_error: 22.4815 - output23_mean_squared_error: 15.4568 - output24_mean_squared_error: 21.7925 - output25_mean_squared_error: 27.9579 - output26_mean_squared_error: 14.6047 - output27_mean_squared_error: 29.0204 - output28_mean_squared_error: 21.9345 - output29_mean_squared_error: 28.9834 Epoch 1160/2000 121/121 [==============================] - 0s 640us/step - loss: 630.5891 - output00_loss: 12.4221 - output01_loss: 14.1864 - output02_loss: 22.3614 - output03_loss: 32.7269 - output04_loss: 27.4702 - output05_loss: 18.5390 - output06_loss: 21.3310 - output07_loss: 23.2468 - output08_loss: 14.4513 - output09_loss: 19.3899 - output10_loss: 19.1726 - output11_loss: 20.7948 - output12_loss: 16.9456 - output13_loss: 26.1336 - output14_loss: 18.7152 - output15_loss: 28.7442 - output16_loss: 20.7754 - output17_loss: 22.4268 - output18_loss: 14.2031 - output19_loss: 11.3093 - output20_loss: 13.0264 - output21_loss: 30.0036 - output22_loss: 22.4805 - output23_loss: 15.4565 - output24_loss: 21.7908 - output25_loss: 27.9572 - output26_loss: 14.6043 - output27_loss: 29.0184 - output28_loss: 21.9297 - output29_loss: 28.9760 - output00_mean_squared_error: 12.4221 - output01_mean_squared_error: 14.1864 - output02_mean_squared_error: 22.3614 - output03_mean_squared_error: 32.7269 - output04_mean_squared_error: 27.4702 - output05_mean_squared_error: 18.5390 - output06_mean_squared_error: 21.3310 - output07_mean_squared_error: 23.2468 - output08_mean_squared_error: 14.4513 - output09_mean_squared_error: 19.3899 - output10_mean_squared_error: 19.1726 - output11_mean_squared_error: 20.7948 - output12_mean_squared_error: 16.9456 - output13_mean_squared_error: 26.1336 - output14_mean_squared_error: 18.7152 - output15_mean_squared_error: 28.7442 - output16_mean_squared_error: 20.7754 - output17_mean_squared_error: 22.4268 - output18_mean_squared_error: 14.2031 - output19_mean_squared_error: 11.3093 - output20_mean_squared_error: 13.0264 - output21_mean_squared_error: 30.0036 - output22_mean_squared_error: 22.4805 - output23_mean_squared_error: 15.4565 - output24_mean_squared_error: 21.7908 - output25_mean_squared_error: 27.9572 - output26_mean_squared_error: 14.6043 - output27_mean_squared_error: 29.0184 - output28_mean_squared_error: 21.9297 - output29_mean_squared_error: 28.9760 Epoch 1161/2000 121/121 [==============================] - 0s 1ms/step - loss: 630.5182 - output00_loss: 12.4219 - output01_loss: 14.1837 - output02_loss: 22.3581 - output03_loss: 32.7244 - output04_loss: 27.4647 - output05_loss: 18.5385 - output06_loss: 21.3253 - output07_loss: 23.2419 - output08_loss: 14.4499 - output09_loss: 19.3888 - output10_loss: 19.1722 - output11_loss: 20.7945 - output12_loss: 16.9441 - output13_loss: 26.1301 - output14_loss: 18.7117 - output15_loss: 28.7404 - output16_loss: 20.7752 - output17_loss: 22.4240 - output18_loss: 14.2028 - output19_loss: 11.3067 - output20_loss: 13.0225 - output21_loss: 30.0016 - output22_loss: 22.4795 - output23_loss: 15.4561 - output24_loss: 21.7891 - output25_loss: 27.9564 - output26_loss: 14.6040 - output27_loss: 29.0163 - output28_loss: 21.9250 - output29_loss: 28.9686 - output00_mean_squared_error: 12.4219 - output01_mean_squared_error: 14.1837 - output02_mean_squared_error: 22.3581 - output03_mean_squared_error: 32.7244 - output04_mean_squared_error: 27.4647 - output05_mean_squared_error: 18.5385 - output06_mean_squared_error: 21.3253 - output07_mean_squared_error: 23.2419 - output08_mean_squared_error: 14.4499 - output09_mean_squared_error: 19.3888 - output10_mean_squared_error: 19.1722 - output11_mean_squared_error: 20.7945 - output12_mean_squared_error: 16.9441 - output13_mean_squared_error: 26.1301 - output14_mean_squared_error: 18.7117 - output15_mean_squared_error: 28.7404 - output16_mean_squared_error: 20.7752 - output17_mean_squared_error: 22.4240 - output18_mean_squared_error: 14.2028 - output19_mean_squared_error: 11.3067 - output20_mean_squared_error: 13.0225 - output21_mean_squared_error: 30.0016 - output22_mean_squared_error: 22.4795 - output23_mean_squared_error: 15.4561 - output24_mean_squared_error: 21.7891 - output25_mean_squared_error: 27.9564 - output26_mean_squared_error: 14.6040 - output27_mean_squared_error: 29.0163 - output28_mean_squared_error: 21.9250 - output29_mean_squared_error: 28.9686 Epoch 1162/2000 121/121 [==============================] - 0s 918us/step - loss: 630.4474 - output00_loss: 12.4217 - output01_loss: 14.1809 - output02_loss: 22.3549 - output03_loss: 32.7219 - output04_loss: 27.4591 - output05_loss: 18.5381 - output06_loss: 21.3197 - output07_loss: 23.2371 - output08_loss: 14.4484 - output09_loss: 19.3877 - output10_loss: 19.1718 - output11_loss: 20.7943 - output12_loss: 16.9426 - output13_loss: 26.1266 - output14_loss: 18.7082 - output15_loss: 28.7366 - output16_loss: 20.7750 - output17_loss: 22.4212 - output18_loss: 14.2024 - output19_loss: 11.3041 - output20_loss: 13.0187 - output21_loss: 29.9996 - output22_loss: 22.4786 - output23_loss: 15.4558 - output24_loss: 21.7874 - output25_loss: 27.9556 - output26_loss: 14.6037 - output27_loss: 29.0143 - output28_loss: 21.9202 - output29_loss: 28.9612 - output00_mean_squared_error: 12.4217 - output01_mean_squared_error: 14.1809 - output02_mean_squared_error: 22.3549 - output03_mean_squared_error: 32.7219 - output04_mean_squared_error: 27.4591 - output05_mean_squared_error: 18.5381 - output06_mean_squared_error: 21.3197 - output07_mean_squared_error: 23.2371 - output08_mean_squared_error: 14.4484 - output09_mean_squared_error: 19.3877 - output10_mean_squared_error: 19.1718 - output11_mean_squared_error: 20.7943 - output12_mean_squared_error: 16.9426 - output13_mean_squared_error: 26.1266 - output14_mean_squared_error: 18.7082 - output15_mean_squared_error: 28.7366 - output16_mean_squared_error: 20.7750 - output17_mean_squared_error: 22.4212 - output18_mean_squared_error: 14.2024 - output19_mean_squared_error: 11.3041 - output20_mean_squared_error: 13.0187 - output21_mean_squared_error: 29.9996 - output22_mean_squared_error: 22.4786 - output23_mean_squared_error: 15.4558 - output24_mean_squared_error: 21.7874 - output25_mean_squared_error: 27.9556 - output26_mean_squared_error: 14.6037 - output27_mean_squared_error: 29.0143 - output28_mean_squared_error: 21.9202 - output29_mean_squared_error: 28.9612 Epoch 1163/2000 121/121 [==============================] - 0s 575us/step - loss: 630.3768 - output00_loss: 12.4215 - output01_loss: 14.1782 - output02_loss: 22.3517 - output03_loss: 32.7195 - output04_loss: 27.4536 - output05_loss: 18.5376 - output06_loss: 21.3140 - output07_loss: 23.2323 - output08_loss: 14.4470 - output09_loss: 19.3865 - output10_loss: 19.1714 - output11_loss: 20.7941 - output12_loss: 16.9410 - output13_loss: 26.1232 - output14_loss: 18.7046 - output15_loss: 28.7328 - output16_loss: 20.7749 - output17_loss: 22.4184 - output18_loss: 14.2020 - output19_loss: 11.3016 - output20_loss: 13.0148 - output21_loss: 29.9976 - output22_loss: 22.4776 - output23_loss: 15.4555 - output24_loss: 21.7857 - output25_loss: 27.9549 - output26_loss: 14.6033 - output27_loss: 29.0123 - output28_loss: 21.9154 - output29_loss: 28.9538 - output00_mean_squared_error: 12.4215 - output01_mean_squared_error: 14.1782 - output02_mean_squared_error: 22.3517 - output03_mean_squared_error: 32.7195 - output04_mean_squared_error: 27.4536 - output05_mean_squared_error: 18.5376 - output06_mean_squared_error: 21.3140 - output07_mean_squared_error: 23.2323 - output08_mean_squared_error: 14.4470 - output09_mean_squared_error: 19.3865 - output10_mean_squared_error: 19.1714 - output11_mean_squared_error: 20.7941 - output12_mean_squared_error: 16.9410 - output13_mean_squared_error: 26.1232 - output14_mean_squared_error: 18.7046 - output15_mean_squared_error: 28.7328 - output16_mean_squared_error: 20.7749 - output17_mean_squared_error: 22.4184 - output18_mean_squared_error: 14.2020 - output19_mean_squared_error: 11.3016 - output20_mean_squared_error: 13.0148 - output21_mean_squared_error: 29.9976 - output22_mean_squared_error: 22.4776 - output23_mean_squared_error: 15.4555 - output24_mean_squared_error: 21.7857 - output25_mean_squared_error: 27.9549 - output26_mean_squared_error: 14.6033 - output27_mean_squared_error: 29.0123 - output28_mean_squared_error: 21.9154 - output29_mean_squared_error: 28.9538 Epoch 1164/2000 121/121 [==============================] - 0s 965us/step - loss: 630.3065 - output00_loss: 12.4214 - output01_loss: 14.1755 - output02_loss: 22.3485 - output03_loss: 32.7171 - output04_loss: 27.4480 - output05_loss: 18.5371 - output06_loss: 21.3084 - output07_loss: 23.2275 - output08_loss: 14.4455 - output09_loss: 19.3854 - output10_loss: 19.1710 - output11_loss: 20.7938 - output12_loss: 16.9395 - output13_loss: 26.1198 - output14_loss: 18.7011 - output15_loss: 28.7290 - output16_loss: 20.7747 - output17_loss: 22.4156 - output18_loss: 14.2017 - output19_loss: 11.2990 - output20_loss: 13.0109 - output21_loss: 29.9957 - output22_loss: 22.4766 - output23_loss: 15.4552 - output24_loss: 21.7841 - output25_loss: 27.9541 - output26_loss: 14.6030 - output27_loss: 29.0103 - output28_loss: 21.9107 - output29_loss: 28.9465 - output00_mean_squared_error: 12.4214 - output01_mean_squared_error: 14.1755 - output02_mean_squared_error: 22.3485 - output03_mean_squared_error: 32.7171 - output04_mean_squared_error: 27.4480 - output05_mean_squared_error: 18.5371 - output06_mean_squared_error: 21.3084 - output07_mean_squared_error: 23.2275 - output08_mean_squared_error: 14.4455 - output09_mean_squared_error: 19.3854 - output10_mean_squared_error: 19.1710 - output11_mean_squared_error: 20.7938 - output12_mean_squared_error: 16.9395 - output13_mean_squared_error: 26.1198 - output14_mean_squared_error: 18.7011 - output15_mean_squared_error: 28.7290 - output16_mean_squared_error: 20.7747 - output17_mean_squared_error: 22.4156 - output18_mean_squared_error: 14.2017 - output19_mean_squared_error: 11.2990 - output20_mean_squared_error: 13.0109 - output21_mean_squared_error: 29.9957 - output22_mean_squared_error: 22.4766 - output23_mean_squared_error: 15.4552 - output24_mean_squared_error: 21.7841 - output25_mean_squared_error: 27.9541 - output26_mean_squared_error: 14.6030 - output27_mean_squared_error: 29.0103 - output28_mean_squared_error: 21.9107 - output29_mean_squared_error: 28.9465 Epoch 1165/2000 121/121 [==============================] - 0s 916us/step - loss: 630.2361 - output00_loss: 12.4212 - output01_loss: 14.1728 - output02_loss: 22.3453 - output03_loss: 32.7146 - output04_loss: 27.4425 - output05_loss: 18.5366 - output06_loss: 21.3028 - output07_loss: 23.2226 - output08_loss: 14.4441 - output09_loss: 19.3843 - output10_loss: 19.1706 - output11_loss: 20.7936 - output12_loss: 16.9380 - output13_loss: 26.1163 - output14_loss: 18.6976 - output15_loss: 28.7252 - output16_loss: 20.7745 - output17_loss: 22.4128 - output18_loss: 14.2013 - output19_loss: 11.2964 - output20_loss: 13.0071 - output21_loss: 29.9937 - output22_loss: 22.4757 - output23_loss: 15.4548 - output24_loss: 21.7824 - output25_loss: 27.9534 - output26_loss: 14.6027 - output27_loss: 29.0083 - output28_loss: 21.9059 - output29_loss: 28.9391 - output00_mean_squared_error: 12.4212 - output01_mean_squared_error: 14.1728 - output02_mean_squared_error: 22.3453 - output03_mean_squared_error: 32.7146 - output04_mean_squared_error: 27.4425 - output05_mean_squared_error: 18.5366 - output06_mean_squared_error: 21.3028 - output07_mean_squared_error: 23.2226 - output08_mean_squared_error: 14.4441 - output09_mean_squared_error: 19.3843 - output10_mean_squared_error: 19.1706 - output11_mean_squared_error: 20.7936 - output12_mean_squared_error: 16.9380 - output13_mean_squared_error: 26.1163 - output14_mean_squared_error: 18.6976 - output15_mean_squared_error: 28.7252 - output16_mean_squared_error: 20.7745 - output17_mean_squared_error: 22.4128 - output18_mean_squared_error: 14.2013 - output19_mean_squared_error: 11.2964 - output20_mean_squared_error: 13.0071 - output21_mean_squared_error: 29.9937 - output22_mean_squared_error: 22.4757 - output23_mean_squared_error: 15.4548 - output24_mean_squared_error: 21.7824 - output25_mean_squared_error: 27.9534 - output26_mean_squared_error: 14.6027 - output27_mean_squared_error: 29.0083 - output28_mean_squared_error: 21.9059 - output29_mean_squared_error: 28.9391 Epoch 1166/2000 121/121 [==============================] - 0s 916us/step - loss: 630.1659 - output00_loss: 12.4210 - output01_loss: 14.1700 - output02_loss: 22.3421 - output03_loss: 32.7122 - output04_loss: 27.4370 - output05_loss: 18.5361 - output06_loss: 21.2972 - output07_loss: 23.2178 - output08_loss: 14.4426 - output09_loss: 19.3832 - output10_loss: 19.1702 - output11_loss: 20.7934 - output12_loss: 16.9365 - output13_loss: 26.1129 - output14_loss: 18.6941 - output15_loss: 28.7214 - output16_loss: 20.7743 - output17_loss: 22.4100 - output18_loss: 14.2009 - output19_loss: 11.2939 - output20_loss: 13.0032 - output21_loss: 29.9918 - output22_loss: 22.4747 - output23_loss: 15.4545 - output24_loss: 21.7807 - output25_loss: 27.9526 - output26_loss: 14.6024 - output27_loss: 29.0063 - output28_loss: 21.9012 - output29_loss: 28.9318 - output00_mean_squared_error: 12.4210 - output01_mean_squared_error: 14.1700 - output02_mean_squared_error: 22.3421 - output03_mean_squared_error: 32.7122 - output04_mean_squared_error: 27.4370 - output05_mean_squared_error: 18.5361 - output06_mean_squared_error: 21.2972 - output07_mean_squared_error: 23.2178 - output08_mean_squared_error: 14.4426 - output09_mean_squared_error: 19.3832 - output10_mean_squared_error: 19.1702 - output11_mean_squared_error: 20.7934 - output12_mean_squared_error: 16.9365 - output13_mean_squared_error: 26.1129 - output14_mean_squared_error: 18.6941 - output15_mean_squared_error: 28.7214 - output16_mean_squared_error: 20.7743 - output17_mean_squared_error: 22.4100 - output18_mean_squared_error: 14.2009 - output19_mean_squared_error: 11.2939 - output20_mean_squared_error: 13.0032 - output21_mean_squared_error: 29.9918 - output22_mean_squared_error: 22.4747 - output23_mean_squared_error: 15.4545 - output24_mean_squared_error: 21.7807 - output25_mean_squared_error: 27.9526 - output26_mean_squared_error: 14.6024 - output27_mean_squared_error: 29.0063 - output28_mean_squared_error: 21.9012 - output29_mean_squared_error: 28.9318 Epoch 1167/2000 121/121 [==============================] - 0s 1ms/step - loss: 630.0961 - output00_loss: 12.4208 - output01_loss: 14.1673 - output02_loss: 22.3389 - output03_loss: 32.7098 - output04_loss: 27.4315 - output05_loss: 18.5356 - output06_loss: 21.2916 - output07_loss: 23.2130 - output08_loss: 14.4412 - output09_loss: 19.3821 - output10_loss: 19.1698 - output11_loss: 20.7931 - output12_loss: 16.9350 - output13_loss: 26.1095 - output14_loss: 18.6906 - output15_loss: 28.7177 - output16_loss: 20.7742 - output17_loss: 22.4072 - output18_loss: 14.2006 - output19_loss: 11.2913 - output20_loss: 12.9994 - output21_loss: 29.9898 - output22_loss: 22.4738 - output23_loss: 15.4542 - output24_loss: 21.7791 - output25_loss: 27.9519 - output26_loss: 14.6020 - output27_loss: 29.0043 - output28_loss: 21.8965 - output29_loss: 28.9245 - output00_mean_squared_error: 12.4208 - output01_mean_squared_error: 14.1673 - output02_mean_squared_error: 22.3389 - output03_mean_squared_error: 32.7098 - output04_mean_squared_error: 27.4315 - output05_mean_squared_error: 18.5356 - output06_mean_squared_error: 21.2916 - output07_mean_squared_error: 23.2130 - output08_mean_squared_error: 14.4412 - output09_mean_squared_error: 19.3821 - output10_mean_squared_error: 19.1698 - output11_mean_squared_error: 20.7931 - output12_mean_squared_error: 16.9350 - output13_mean_squared_error: 26.1095 - output14_mean_squared_error: 18.6906 - output15_mean_squared_error: 28.7177 - output16_mean_squared_error: 20.7742 - output17_mean_squared_error: 22.4072 - output18_mean_squared_error: 14.2006 - output19_mean_squared_error: 11.2913 - output20_mean_squared_error: 12.9994 - output21_mean_squared_error: 29.9898 - output22_mean_squared_error: 22.4738 - output23_mean_squared_error: 15.4542 - output24_mean_squared_error: 21.7791 - output25_mean_squared_error: 27.9519 - output26_mean_squared_error: 14.6020 - output27_mean_squared_error: 29.0043 - output28_mean_squared_error: 21.8965 - output29_mean_squared_error: 28.9245 Epoch 1168/2000 121/121 [==============================] - 0s 1ms/step - loss: 630.0260 - output00_loss: 12.4206 - output01_loss: 14.1646 - output02_loss: 22.3357 - output03_loss: 32.7074 - output04_loss: 27.4260 - output05_loss: 18.5351 - output06_loss: 21.2860 - output07_loss: 23.2083 - output08_loss: 14.4397 - output09_loss: 19.3810 - output10_loss: 19.1694 - output11_loss: 20.7929 - output12_loss: 16.9335 - output13_loss: 26.1060 - output14_loss: 18.6871 - output15_loss: 28.7139 - output16_loss: 20.7740 - output17_loss: 22.4044 - output18_loss: 14.2002 - output19_loss: 11.2887 - output20_loss: 12.9956 - output21_loss: 29.9879 - output22_loss: 22.4728 - output23_loss: 15.4539 - output24_loss: 21.7774 - output25_loss: 27.9511 - output26_loss: 14.6017 - output27_loss: 29.0023 - output28_loss: 21.8918 - output29_loss: 28.9171 - output00_mean_squared_error: 12.4206 - output01_mean_squared_error: 14.1646 - output02_mean_squared_error: 22.3357 - output03_mean_squared_error: 32.7074 - output04_mean_squared_error: 27.4260 - output05_mean_squared_error: 18.5351 - output06_mean_squared_error: 21.2860 - output07_mean_squared_error: 23.2083 - output08_mean_squared_error: 14.4397 - output09_mean_squared_error: 19.3810 - output10_mean_squared_error: 19.1694 - output11_mean_squared_error: 20.7929 - output12_mean_squared_error: 16.9335 - output13_mean_squared_error: 26.1060 - output14_mean_squared_error: 18.6871 - output15_mean_squared_error: 28.7139 - output16_mean_squared_error: 20.7740 - output17_mean_squared_error: 22.4044 - output18_mean_squared_error: 14.2002 - output19_mean_squared_error: 11.2887 - output20_mean_squared_error: 12.9956 - output21_mean_squared_error: 29.9879 - output22_mean_squared_error: 22.4728 - output23_mean_squared_error: 15.4539 - output24_mean_squared_error: 21.7774 - output25_mean_squared_error: 27.9511 - output26_mean_squared_error: 14.6017 - output27_mean_squared_error: 29.0023 - output28_mean_squared_error: 21.8918 - output29_mean_squared_error: 28.9171 Epoch 1169/2000 121/121 [==============================] - 0s 550us/step - loss: 629.9563 - output00_loss: 12.4204 - output01_loss: 14.1619 - output02_loss: 22.3325 - output03_loss: 32.7050 - output04_loss: 27.4205 - output05_loss: 18.5347 - output06_loss: 21.2804 - output07_loss: 23.2035 - output08_loss: 14.4383 - output09_loss: 19.3798 - output10_loss: 19.1690 - output11_loss: 20.7927 - output12_loss: 16.9320 - output13_loss: 26.1026 - output14_loss: 18.6836 - output15_loss: 28.7101 - output16_loss: 20.7738 - output17_loss: 22.4017 - output18_loss: 14.1998 - output19_loss: 11.2862 - output20_loss: 12.9918 - output21_loss: 29.9860 - output22_loss: 22.4719 - output23_loss: 15.4536 - output24_loss: 21.7758 - output25_loss: 27.9504 - output26_loss: 14.6014 - output27_loss: 29.0003 - output28_loss: 21.8870 - output29_loss: 28.9098 - output00_mean_squared_error: 12.4204 - output01_mean_squared_error: 14.1619 - output02_mean_squared_error: 22.3325 - output03_mean_squared_error: 32.7050 - output04_mean_squared_error: 27.4205 - output05_mean_squared_error: 18.5347 - output06_mean_squared_error: 21.2804 - output07_mean_squared_error: 23.2035 - output08_mean_squared_error: 14.4383 - output09_mean_squared_error: 19.3798 - output10_mean_squared_error: 19.1690 - output11_mean_squared_error: 20.7927 - output12_mean_squared_error: 16.9320 - output13_mean_squared_error: 26.1026 - output14_mean_squared_error: 18.6836 - output15_mean_squared_error: 28.7101 - output16_mean_squared_error: 20.7738 - output17_mean_squared_error: 22.4017 - output18_mean_squared_error: 14.1998 - output19_mean_squared_error: 11.2862 - output20_mean_squared_error: 12.9918 - output21_mean_squared_error: 29.9860 - output22_mean_squared_error: 22.4719 - output23_mean_squared_error: 15.4536 - output24_mean_squared_error: 21.7758 - output25_mean_squared_error: 27.9504 - output26_mean_squared_error: 14.6014 - output27_mean_squared_error: 29.0003 - output28_mean_squared_error: 21.8870 - output29_mean_squared_error: 28.9098 Epoch 1170/2000 121/121 [==============================] - 0s 840us/step - loss: 629.8867 - output00_loss: 12.4202 - output01_loss: 14.1592 - output02_loss: 22.3293 - output03_loss: 32.7026 - output04_loss: 27.4150 - output05_loss: 18.5342 - output06_loss: 21.2749 - output07_loss: 23.1987 - output08_loss: 14.4369 - output09_loss: 19.3787 - output10_loss: 19.1686 - output11_loss: 20.7924 - output12_loss: 16.9305 - output13_loss: 26.0992 - output14_loss: 18.6801 - output15_loss: 28.7064 - output16_loss: 20.7736 - output17_loss: 22.3989 - output18_loss: 14.1995 - output19_loss: 11.2836 - output20_loss: 12.9879 - output21_loss: 29.9840 - output22_loss: 22.4709 - output23_loss: 15.4532 - output24_loss: 21.7741 - output25_loss: 27.9496 - output26_loss: 14.6011 - output27_loss: 28.9984 - output28_loss: 21.8823 - output29_loss: 28.9025 - output00_mean_squared_error: 12.4202 - output01_mean_squared_error: 14.1592 - output02_mean_squared_error: 22.3293 - output03_mean_squared_error: 32.7026 - output04_mean_squared_error: 27.4150 - output05_mean_squared_error: 18.5342 - output06_mean_squared_error: 21.2749 - output07_mean_squared_error: 23.1987 - output08_mean_squared_error: 14.4369 - output09_mean_squared_error: 19.3787 - output10_mean_squared_error: 19.1686 - output11_mean_squared_error: 20.7924 - output12_mean_squared_error: 16.9305 - output13_mean_squared_error: 26.0992 - output14_mean_squared_error: 18.6801 - output15_mean_squared_error: 28.7064 - output16_mean_squared_error: 20.7736 - output17_mean_squared_error: 22.3989 - output18_mean_squared_error: 14.1995 - output19_mean_squared_error: 11.2836 - output20_mean_squared_error: 12.9879 - output21_mean_squared_error: 29.9840 - output22_mean_squared_error: 22.4709 - output23_mean_squared_error: 15.4532 - output24_mean_squared_error: 21.7741 - output25_mean_squared_error: 27.9496 - output26_mean_squared_error: 14.6011 - output27_mean_squared_error: 28.9984 - output28_mean_squared_error: 21.8823 - output29_mean_squared_error: 28.9025 Epoch 1171/2000 121/121 [==============================] - 0s 1ms/step - loss: 629.8174 - output00_loss: 12.4200 - output01_loss: 14.1565 - output02_loss: 22.3261 - output03_loss: 32.7002 - output04_loss: 27.4096 - output05_loss: 18.5337 - output06_loss: 21.2693 - output07_loss: 23.1939 - output08_loss: 14.4355 - output09_loss: 19.3776 - output10_loss: 19.1682 - output11_loss: 20.7922 - output12_loss: 16.9290 - output13_loss: 26.0958 - output14_loss: 18.6767 - output15_loss: 28.7027 - output16_loss: 20.7735 - output17_loss: 22.3962 - output18_loss: 14.1991 - output19_loss: 11.2811 - output20_loss: 12.9841 - output21_loss: 29.9821 - output22_loss: 22.4700 - output23_loss: 15.4529 - output24_loss: 21.7725 - output25_loss: 27.9489 - output26_loss: 14.6008 - output27_loss: 28.9964 - output28_loss: 21.8776 - output29_loss: 28.8953 - output00_mean_squared_error: 12.4200 - output01_mean_squared_error: 14.1565 - output02_mean_squared_error: 22.3261 - output03_mean_squared_error: 32.7002 - output04_mean_squared_error: 27.4096 - output05_mean_squared_error: 18.5337 - output06_mean_squared_error: 21.2693 - output07_mean_squared_error: 23.1939 - output08_mean_squared_error: 14.4355 - output09_mean_squared_error: 19.3776 - output10_mean_squared_error: 19.1682 - output11_mean_squared_error: 20.7922 - output12_mean_squared_error: 16.9290 - output13_mean_squared_error: 26.0958 - output14_mean_squared_error: 18.6767 - output15_mean_squared_error: 28.7027 - output16_mean_squared_error: 20.7735 - output17_mean_squared_error: 22.3962 - output18_mean_squared_error: 14.1991 - output19_mean_squared_error: 11.2811 - output20_mean_squared_error: 12.9841 - output21_mean_squared_error: 29.9821 - output22_mean_squared_error: 22.4700 - output23_mean_squared_error: 15.4529 - output24_mean_squared_error: 21.7725 - output25_mean_squared_error: 27.9489 - output26_mean_squared_error: 14.6008 - output27_mean_squared_error: 28.9964 - output28_mean_squared_error: 21.8776 - output29_mean_squared_error: 28.8953 Epoch 1172/2000 121/121 [==============================] - 0s 1ms/step - loss: 629.7482 - output00_loss: 12.4199 - output01_loss: 14.1538 - output02_loss: 22.3230 - output03_loss: 32.6978 - output04_loss: 27.4041 - output05_loss: 18.5332 - output06_loss: 21.2638 - output07_loss: 23.1892 - output08_loss: 14.4341 - output09_loss: 19.3766 - output10_loss: 19.1678 - output11_loss: 20.7920 - output12_loss: 16.9275 - output13_loss: 26.0924 - output14_loss: 18.6732 - output15_loss: 28.6989 - output16_loss: 20.7733 - output17_loss: 22.3934 - output18_loss: 14.1988 - output19_loss: 11.2785 - output20_loss: 12.9804 - output21_loss: 29.9802 - output22_loss: 22.4690 - output23_loss: 15.4526 - output24_loss: 21.7708 - output25_loss: 27.9482 - output26_loss: 14.6004 - output27_loss: 28.9944 - output28_loss: 21.8729 - output29_loss: 28.8880 - output00_mean_squared_error: 12.4199 - output01_mean_squared_error: 14.1538 - output02_mean_squared_error: 22.3230 - output03_mean_squared_error: 32.6978 - output04_mean_squared_error: 27.4041 - output05_mean_squared_error: 18.5332 - output06_mean_squared_error: 21.2638 - output07_mean_squared_error: 23.1892 - output08_mean_squared_error: 14.4341 - output09_mean_squared_error: 19.3766 - output10_mean_squared_error: 19.1678 - output11_mean_squared_error: 20.7920 - output12_mean_squared_error: 16.9275 - output13_mean_squared_error: 26.0924 - output14_mean_squared_error: 18.6732 - output15_mean_squared_error: 28.6989 - output16_mean_squared_error: 20.7733 - output17_mean_squared_error: 22.3934 - output18_mean_squared_error: 14.1988 - output19_mean_squared_error: 11.2785 - output20_mean_squared_error: 12.9804 - output21_mean_squared_error: 29.9802 - output22_mean_squared_error: 22.4690 - output23_mean_squared_error: 15.4526 - output24_mean_squared_error: 21.7708 - output25_mean_squared_error: 27.9482 - output26_mean_squared_error: 14.6004 - output27_mean_squared_error: 28.9944 - output28_mean_squared_error: 21.8729 - output29_mean_squared_error: 28.8880 Epoch 1173/2000 121/121 [==============================] - 0s 926us/step - loss: 629.6790 - output00_loss: 12.4197 - output01_loss: 14.1512 - output02_loss: 22.3198 - output03_loss: 32.6954 - output04_loss: 27.3987 - output05_loss: 18.5327 - output06_loss: 21.2582 - output07_loss: 23.1845 - output08_loss: 14.4326 - output09_loss: 19.3755 - output10_loss: 19.1674 - output11_loss: 20.7917 - output12_loss: 16.9260 - output13_loss: 26.0890 - output14_loss: 18.6698 - output15_loss: 28.6952 - output16_loss: 20.7731 - output17_loss: 22.3907 - output18_loss: 14.1984 - output19_loss: 11.2760 - output20_loss: 12.9766 - output21_loss: 29.9783 - output22_loss: 22.4681 - output23_loss: 15.4523 - output24_loss: 21.7692 - output25_loss: 27.9474 - output26_loss: 14.6001 - output27_loss: 28.9924 - output28_loss: 21.8683 - output29_loss: 28.8807 - output00_mean_squared_error: 12.4197 - output01_mean_squared_error: 14.1512 - output02_mean_squared_error: 22.3198 - output03_mean_squared_error: 32.6954 - output04_mean_squared_error: 27.3987 - output05_mean_squared_error: 18.5327 - output06_mean_squared_error: 21.2582 - output07_mean_squared_error: 23.1845 - output08_mean_squared_error: 14.4326 - output09_mean_squared_error: 19.3755 - output10_mean_squared_error: 19.1674 - output11_mean_squared_error: 20.7917 - output12_mean_squared_error: 16.9260 - output13_mean_squared_error: 26.0890 - output14_mean_squared_error: 18.6698 - output15_mean_squared_error: 28.6952 - output16_mean_squared_error: 20.7731 - output17_mean_squared_error: 22.3907 - output18_mean_squared_error: 14.1984 - output19_mean_squared_error: 11.2760 - output20_mean_squared_error: 12.9766 - output21_mean_squared_error: 29.9783 - output22_mean_squared_error: 22.4681 - output23_mean_squared_error: 15.4523 - output24_mean_squared_error: 21.7692 - output25_mean_squared_error: 27.9474 - output26_mean_squared_error: 14.6001 - output27_mean_squared_error: 28.9924 - output28_mean_squared_error: 21.8683 - output29_mean_squared_error: 28.8807 Epoch 1174/2000 121/121 [==============================] - 0s 994us/step - loss: 629.6100 - output00_loss: 12.4195 - output01_loss: 14.1485 - output02_loss: 22.3166 - output03_loss: 32.6931 - output04_loss: 27.3932 - output05_loss: 18.5323 - output06_loss: 21.2527 - output07_loss: 23.1797 - output08_loss: 14.4312 - output09_loss: 19.3744 - output10_loss: 19.1670 - output11_loss: 20.7915 - output12_loss: 16.9246 - output13_loss: 26.0856 - output14_loss: 18.6663 - output15_loss: 28.6915 - output16_loss: 20.7730 - output17_loss: 22.3879 - output18_loss: 14.1981 - output19_loss: 11.2734 - output20_loss: 12.9728 - output21_loss: 29.9764 - output22_loss: 22.4672 - output23_loss: 15.4520 - output24_loss: 21.7676 - output25_loss: 27.9467 - output26_loss: 14.5998 - output27_loss: 28.9905 - output28_loss: 21.8636 - output29_loss: 28.8735 - output00_mean_squared_error: 12.4195 - output01_mean_squared_error: 14.1485 - output02_mean_squared_error: 22.3166 - output03_mean_squared_error: 32.6931 - output04_mean_squared_error: 27.3932 - output05_mean_squared_error: 18.5323 - output06_mean_squared_error: 21.2527 - output07_mean_squared_error: 23.1797 - output08_mean_squared_error: 14.4312 - output09_mean_squared_error: 19.3744 - output10_mean_squared_error: 19.1670 - output11_mean_squared_error: 20.7915 - output12_mean_squared_error: 16.9246 - output13_mean_squared_error: 26.0856 - output14_mean_squared_error: 18.6663 - output15_mean_squared_error: 28.6915 - output16_mean_squared_error: 20.7730 - output17_mean_squared_error: 22.3879 - output18_mean_squared_error: 14.1981 - output19_mean_squared_error: 11.2734 - output20_mean_squared_error: 12.9728 - output21_mean_squared_error: 29.9764 - output22_mean_squared_error: 22.4672 - output23_mean_squared_error: 15.4520 - output24_mean_squared_error: 21.7676 - output25_mean_squared_error: 27.9467 - output26_mean_squared_error: 14.5998 - output27_mean_squared_error: 28.9905 - output28_mean_squared_error: 21.8636 - output29_mean_squared_error: 28.8735 Epoch 1175/2000 121/121 [==============================] - 0s 1ms/step - loss: 629.5413 - output00_loss: 12.4193 - output01_loss: 14.1458 - output02_loss: 22.3135 - output03_loss: 32.6907 - output04_loss: 27.3878 - output05_loss: 18.5318 - output06_loss: 21.2472 - output07_loss: 23.1750 - output08_loss: 14.4298 - output09_loss: 19.3733 - output10_loss: 19.1666 - output11_loss: 20.7913 - output12_loss: 16.9231 - output13_loss: 26.0823 - output14_loss: 18.6629 - output15_loss: 28.6877 - output16_loss: 20.7728 - output17_loss: 22.3852 - output18_loss: 14.1977 - output19_loss: 11.2709 - output20_loss: 12.9690 - output21_loss: 29.9745 - output22_loss: 22.4663 - output23_loss: 15.4517 - output24_loss: 21.7660 - output25_loss: 27.9460 - output26_loss: 14.5995 - output27_loss: 28.9885 - output28_loss: 21.8589 - output29_loss: 28.8662 - output00_mean_squared_error: 12.4193 - output01_mean_squared_error: 14.1458 - output02_mean_squared_error: 22.3135 - output03_mean_squared_error: 32.6907 - output04_mean_squared_error: 27.3878 - output05_mean_squared_error: 18.5318 - output06_mean_squared_error: 21.2472 - output07_mean_squared_error: 23.1750 - output08_mean_squared_error: 14.4298 - output09_mean_squared_error: 19.3733 - output10_mean_squared_error: 19.1666 - output11_mean_squared_error: 20.7913 - output12_mean_squared_error: 16.9231 - output13_mean_squared_error: 26.0823 - output14_mean_squared_error: 18.6629 - output15_mean_squared_error: 28.6877 - output16_mean_squared_error: 20.7728 - output17_mean_squared_error: 22.3852 - output18_mean_squared_error: 14.1977 - output19_mean_squared_error: 11.2709 - output20_mean_squared_error: 12.9690 - output21_mean_squared_error: 29.9745 - output22_mean_squared_error: 22.4663 - output23_mean_squared_error: 15.4517 - output24_mean_squared_error: 21.7660 - output25_mean_squared_error: 27.9460 - output26_mean_squared_error: 14.5995 - output27_mean_squared_error: 28.9885 - output28_mean_squared_error: 21.8589 - output29_mean_squared_error: 28.8662 Epoch 1176/2000 121/121 [==============================] - 0s 799us/step - loss: 629.4726 - output00_loss: 12.4191 - output01_loss: 14.1431 - output02_loss: 22.3104 - output03_loss: 32.6884 - output04_loss: 27.3824 - output05_loss: 18.5313 - output06_loss: 21.2417 - output07_loss: 23.1703 - output08_loss: 14.4284 - output09_loss: 19.3722 - output10_loss: 19.1662 - output11_loss: 20.7911 - output12_loss: 16.9216 - output13_loss: 26.0789 - output14_loss: 18.6594 - output15_loss: 28.6840 - output16_loss: 20.7726 - output17_loss: 22.3825 - output18_loss: 14.1974 - output19_loss: 11.2684 - output20_loss: 12.9653 - output21_loss: 29.9726 - output22_loss: 22.4653 - output23_loss: 15.4514 - output24_loss: 21.7643 - output25_loss: 27.9452 - output26_loss: 14.5992 - output27_loss: 28.9866 - output28_loss: 21.8543 - output29_loss: 28.8590 - output00_mean_squared_error: 12.4191 - output01_mean_squared_error: 14.1431 - output02_mean_squared_error: 22.3104 - output03_mean_squared_error: 32.6884 - output04_mean_squared_error: 27.3824 - output05_mean_squared_error: 18.5313 - output06_mean_squared_error: 21.2417 - output07_mean_squared_error: 23.1703 - output08_mean_squared_error: 14.4284 - output09_mean_squared_error: 19.3722 - output10_mean_squared_error: 19.1662 - output11_mean_squared_error: 20.7911 - output12_mean_squared_error: 16.9216 - output13_mean_squared_error: 26.0789 - output14_mean_squared_error: 18.6594 - output15_mean_squared_error: 28.6840 - output16_mean_squared_error: 20.7726 - output17_mean_squared_error: 22.3825 - output18_mean_squared_error: 14.1974 - output19_mean_squared_error: 11.2684 - output20_mean_squared_error: 12.9653 - output21_mean_squared_error: 29.9726 - output22_mean_squared_error: 22.4653 - output23_mean_squared_error: 15.4514 - output24_mean_squared_error: 21.7643 - output25_mean_squared_error: 27.9452 - output26_mean_squared_error: 14.5992 - output27_mean_squared_error: 28.9866 - output28_mean_squared_error: 21.8543 - output29_mean_squared_error: 28.8590 Epoch 1177/2000 121/121 [==============================] - 0s 1ms/step - loss: 629.4041 - output00_loss: 12.4189 - output01_loss: 14.1405 - output02_loss: 22.3072 - output03_loss: 32.6860 - output04_loss: 27.3770 - output05_loss: 18.5309 - output06_loss: 21.2362 - output07_loss: 23.1656 - output08_loss: 14.4270 - output09_loss: 19.3711 - output10_loss: 19.1658 - output11_loss: 20.7908 - output12_loss: 16.9202 - output13_loss: 26.0755 - output14_loss: 18.6560 - output15_loss: 28.6803 - output16_loss: 20.7725 - output17_loss: 22.3798 - output18_loss: 14.1970 - output19_loss: 11.2658 - output20_loss: 12.9615 - output21_loss: 29.9707 - output22_loss: 22.4644 - output23_loss: 15.4511 - output24_loss: 21.7627 - output25_loss: 27.9445 - output26_loss: 14.5989 - output27_loss: 28.9846 - output28_loss: 21.8496 - output29_loss: 28.8518 - output00_mean_squared_error: 12.4189 - output01_mean_squared_error: 14.1405 - output02_mean_squared_error: 22.3072 - output03_mean_squared_error: 32.6860 - output04_mean_squared_error: 27.3770 - output05_mean_squared_error: 18.5309 - output06_mean_squared_error: 21.2362 - output07_mean_squared_error: 23.1656 - output08_mean_squared_error: 14.4270 - output09_mean_squared_error: 19.3711 - output10_mean_squared_error: 19.1658 - output11_mean_squared_error: 20.7908 - output12_mean_squared_error: 16.9202 - output13_mean_squared_error: 26.0755 - output14_mean_squared_error: 18.6560 - output15_mean_squared_error: 28.6803 - output16_mean_squared_error: 20.7725 - output17_mean_squared_error: 22.3798 - output18_mean_squared_error: 14.1970 - output19_mean_squared_error: 11.2658 - output20_mean_squared_error: 12.9615 - output21_mean_squared_error: 29.9707 - output22_mean_squared_error: 22.4644 - output23_mean_squared_error: 15.4511 - output24_mean_squared_error: 21.7627 - output25_mean_squared_error: 27.9445 - output26_mean_squared_error: 14.5989 - output27_mean_squared_error: 28.9846 - output28_mean_squared_error: 21.8496 - output29_mean_squared_error: 28.8518 Epoch 1178/2000 121/121 [==============================] - 0s 786us/step - loss: 629.3357 - output00_loss: 12.4188 - output01_loss: 14.1378 - output02_loss: 22.3041 - output03_loss: 32.6837 - output04_loss: 27.3715 - output05_loss: 18.5304 - output06_loss: 21.2307 - output07_loss: 23.1609 - output08_loss: 14.4257 - output09_loss: 19.3701 - output10_loss: 19.1654 - output11_loss: 20.7906 - output12_loss: 16.9187 - output13_loss: 26.0722 - output14_loss: 18.6526 - output15_loss: 28.6766 - output16_loss: 20.7723 - output17_loss: 22.3770 - output18_loss: 14.1967 - output19_loss: 11.2633 - output20_loss: 12.9578 - output21_loss: 29.9688 - output22_loss: 22.4635 - output23_loss: 15.4508 - output24_loss: 21.7611 - output25_loss: 27.9438 - output26_loss: 14.5986 - output27_loss: 28.9827 - output28_loss: 21.8450 - output29_loss: 28.8446 - output00_mean_squared_error: 12.4188 - output01_mean_squared_error: 14.1378 - output02_mean_squared_error: 22.3041 - output03_mean_squared_error: 32.6837 - output04_mean_squared_error: 27.3715 - output05_mean_squared_error: 18.5304 - output06_mean_squared_error: 21.2307 - output07_mean_squared_error: 23.1609 - output08_mean_squared_error: 14.4257 - output09_mean_squared_error: 19.3701 - output10_mean_squared_error: 19.1654 - output11_mean_squared_error: 20.7906 - output12_mean_squared_error: 16.9187 - output13_mean_squared_error: 26.0722 - output14_mean_squared_error: 18.6526 - output15_mean_squared_error: 28.6766 - output16_mean_squared_error: 20.7723 - output17_mean_squared_error: 22.3770 - output18_mean_squared_error: 14.1967 - output19_mean_squared_error: 11.2633 - output20_mean_squared_error: 12.9578 - output21_mean_squared_error: 29.9688 - output22_mean_squared_error: 22.4635 - output23_mean_squared_error: 15.4508 - output24_mean_squared_error: 21.7611 - output25_mean_squared_error: 27.9438 - output26_mean_squared_error: 14.5986 - output27_mean_squared_error: 28.9827 - output28_mean_squared_error: 21.8450 - output29_mean_squared_error: 28.8446 Epoch 1179/2000 121/121 [==============================] - 0s 844us/step - loss: 629.2675 - output00_loss: 12.4186 - output01_loss: 14.1352 - output02_loss: 22.3010 - output03_loss: 32.6814 - output04_loss: 27.3662 - output05_loss: 18.5299 - output06_loss: 21.2252 - output07_loss: 23.1562 - output08_loss: 14.4243 - output09_loss: 19.3690 - output10_loss: 19.1651 - output11_loss: 20.7904 - output12_loss: 16.9173 - output13_loss: 26.0688 - output14_loss: 18.6491 - output15_loss: 28.6729 - output16_loss: 20.7721 - output17_loss: 22.3743 - output18_loss: 14.1963 - output19_loss: 11.2608 - output20_loss: 12.9540 - output21_loss: 29.9669 - output22_loss: 22.4626 - output23_loss: 15.4505 - output24_loss: 21.7595 - output25_loss: 27.9431 - output26_loss: 14.5983 - output27_loss: 28.9808 - output28_loss: 21.8403 - output29_loss: 28.8374 - output00_mean_squared_error: 12.4186 - output01_mean_squared_error: 14.1352 - output02_mean_squared_error: 22.3010 - output03_mean_squared_error: 32.6814 - output04_mean_squared_error: 27.3662 - output05_mean_squared_error: 18.5299 - output06_mean_squared_error: 21.2252 - output07_mean_squared_error: 23.1562 - output08_mean_squared_error: 14.4243 - output09_mean_squared_error: 19.3690 - output10_mean_squared_error: 19.1651 - output11_mean_squared_error: 20.7904 - output12_mean_squared_error: 16.9173 - output13_mean_squared_error: 26.0688 - output14_mean_squared_error: 18.6491 - output15_mean_squared_error: 28.6729 - output16_mean_squared_error: 20.7721 - output17_mean_squared_error: 22.3743 - output18_mean_squared_error: 14.1963 - output19_mean_squared_error: 11.2608 - output20_mean_squared_error: 12.9540 - output21_mean_squared_error: 29.9669 - output22_mean_squared_error: 22.4626 - output23_mean_squared_error: 15.4505 - output24_mean_squared_error: 21.7595 - output25_mean_squared_error: 27.9431 - output26_mean_squared_error: 14.5983 - output27_mean_squared_error: 28.9808 - output28_mean_squared_error: 21.8403 - output29_mean_squared_error: 28.8374 Epoch 1180/2000 121/121 [==============================] - 0s 953us/step - loss: 629.1993 - output00_loss: 12.4184 - output01_loss: 14.1325 - output02_loss: 22.2978 - output03_loss: 32.6791 - output04_loss: 27.3608 - output05_loss: 18.5295 - output06_loss: 21.2198 - output07_loss: 23.1515 - output08_loss: 14.4229 - output09_loss: 19.3679 - output10_loss: 19.1647 - output11_loss: 20.7902 - output12_loss: 16.9158 - output13_loss: 26.0655 - output14_loss: 18.6457 - output15_loss: 28.6692 - output16_loss: 20.7720 - output17_loss: 22.3716 - output18_loss: 14.1960 - output19_loss: 11.2582 - output20_loss: 12.9503 - output21_loss: 29.9651 - output22_loss: 22.4617 - output23_loss: 15.4502 - output24_loss: 21.7579 - output25_loss: 27.9424 - output26_loss: 14.5980 - output27_loss: 28.9788 - output28_loss: 21.8357 - output29_loss: 28.8302 - output00_mean_squared_error: 12.4184 - output01_mean_squared_error: 14.1325 - output02_mean_squared_error: 22.2978 - output03_mean_squared_error: 32.6791 - output04_mean_squared_error: 27.3608 - output05_mean_squared_error: 18.5295 - output06_mean_squared_error: 21.2198 - output07_mean_squared_error: 23.1515 - output08_mean_squared_error: 14.4229 - output09_mean_squared_error: 19.3679 - output10_mean_squared_error: 19.1647 - output11_mean_squared_error: 20.7902 - output12_mean_squared_error: 16.9158 - output13_mean_squared_error: 26.0655 - output14_mean_squared_error: 18.6457 - output15_mean_squared_error: 28.6692 - output16_mean_squared_error: 20.7720 - output17_mean_squared_error: 22.3716 - output18_mean_squared_error: 14.1960 - output19_mean_squared_error: 11.2582 - output20_mean_squared_error: 12.9503 - output21_mean_squared_error: 29.9651 - output22_mean_squared_error: 22.4617 - output23_mean_squared_error: 15.4502 - output24_mean_squared_error: 21.7579 - output25_mean_squared_error: 27.9424 - output26_mean_squared_error: 14.5980 - output27_mean_squared_error: 28.9788 - output28_mean_squared_error: 21.8357 - output29_mean_squared_error: 28.8302 Epoch 1181/2000 121/121 [==============================] - 0s 796us/step - loss: 629.1315 - output00_loss: 12.4182 - output01_loss: 14.1299 - output02_loss: 22.2947 - output03_loss: 32.6768 - output04_loss: 27.3554 - output05_loss: 18.5290 - output06_loss: 21.2143 - output07_loss: 23.1468 - output08_loss: 14.4215 - output09_loss: 19.3669 - output10_loss: 19.1643 - output11_loss: 20.7900 - output12_loss: 16.9144 - output13_loss: 26.0621 - output14_loss: 18.6423 - output15_loss: 28.6655 - output16_loss: 20.7718 - output17_loss: 22.3690 - output18_loss: 14.1956 - output19_loss: 11.2557 - output20_loss: 12.9466 - output21_loss: 29.9632 - output22_loss: 22.4608 - output23_loss: 15.4498 - output24_loss: 21.7563 - output25_loss: 27.9417 - output26_loss: 14.5977 - output27_loss: 28.9769 - output28_loss: 21.8311 - output29_loss: 28.8230 - output00_mean_squared_error: 12.4182 - output01_mean_squared_error: 14.1299 - output02_mean_squared_error: 22.2947 - output03_mean_squared_error: 32.6768 - output04_mean_squared_error: 27.3554 - output05_mean_squared_error: 18.5290 - output06_mean_squared_error: 21.2143 - output07_mean_squared_error: 23.1468 - output08_mean_squared_error: 14.4215 - output09_mean_squared_error: 19.3669 - output10_mean_squared_error: 19.1643 - output11_mean_squared_error: 20.7900 - output12_mean_squared_error: 16.9144 - output13_mean_squared_error: 26.0621 - output14_mean_squared_error: 18.6423 - output15_mean_squared_error: 28.6655 - output16_mean_squared_error: 20.7718 - output17_mean_squared_error: 22.3690 - output18_mean_squared_error: 14.1956 - output19_mean_squared_error: 11.2557 - output20_mean_squared_error: 12.9466 - output21_mean_squared_error: 29.9632 - output22_mean_squared_error: 22.4608 - output23_mean_squared_error: 15.4498 - output24_mean_squared_error: 21.7563 - output25_mean_squared_error: 27.9417 - output26_mean_squared_error: 14.5977 - output27_mean_squared_error: 28.9769 - output28_mean_squared_error: 21.8311 - output29_mean_squared_error: 28.8230 Epoch 1182/2000 121/121 [==============================] - 0s 1ms/step - loss: 629.0635 - output00_loss: 12.4181 - output01_loss: 14.1272 - output02_loss: 22.2916 - output03_loss: 32.6745 - output04_loss: 27.3500 - output05_loss: 18.5285 - output06_loss: 21.2089 - output07_loss: 23.1422 - output08_loss: 14.4201 - output09_loss: 19.3658 - output10_loss: 19.1639 - output11_loss: 20.7898 - output12_loss: 16.9130 - output13_loss: 26.0588 - output14_loss: 18.6389 - output15_loss: 28.6618 - output16_loss: 20.7717 - output17_loss: 22.3663 - output18_loss: 14.1953 - output19_loss: 11.2532 - output20_loss: 12.9429 - output21_loss: 29.9613 - output22_loss: 22.4599 - output23_loss: 15.4495 - output24_loss: 21.7547 - output25_loss: 27.9409 - output26_loss: 14.5974 - output27_loss: 28.9750 - output28_loss: 21.8265 - output29_loss: 28.8159 - output00_mean_squared_error: 12.4181 - output01_mean_squared_error: 14.1272 - output02_mean_squared_error: 22.2916 - output03_mean_squared_error: 32.6745 - output04_mean_squared_error: 27.3500 - output05_mean_squared_error: 18.5285 - output06_mean_squared_error: 21.2089 - output07_mean_squared_error: 23.1422 - output08_mean_squared_error: 14.4201 - output09_mean_squared_error: 19.3658 - output10_mean_squared_error: 19.1639 - output11_mean_squared_error: 20.7898 - output12_mean_squared_error: 16.9130 - output13_mean_squared_error: 26.0588 - output14_mean_squared_error: 18.6389 - output15_mean_squared_error: 28.6618 - output16_mean_squared_error: 20.7717 - output17_mean_squared_error: 22.3663 - output18_mean_squared_error: 14.1953 - output19_mean_squared_error: 11.2532 - output20_mean_squared_error: 12.9429 - output21_mean_squared_error: 29.9613 - output22_mean_squared_error: 22.4599 - output23_mean_squared_error: 15.4495 - output24_mean_squared_error: 21.7547 - output25_mean_squared_error: 27.9409 - output26_mean_squared_error: 14.5974 - output27_mean_squared_error: 28.9750 - output28_mean_squared_error: 21.8265 - output29_mean_squared_error: 28.8159 Epoch 1183/2000 121/121 [==============================] - 0s 1ms/step - loss: 628.9959 - output00_loss: 12.4179 - output01_loss: 14.1246 - output02_loss: 22.2885 - output03_loss: 32.6722 - output04_loss: 27.3447 - output05_loss: 18.5281 - output06_loss: 21.2034 - output07_loss: 23.1375 - output08_loss: 14.4188 - output09_loss: 19.3648 - output10_loss: 19.1635 - output11_loss: 20.7896 - output12_loss: 16.9115 - output13_loss: 26.0555 - output14_loss: 18.6355 - output15_loss: 28.6582 - output16_loss: 20.7715 - output17_loss: 22.3636 - output18_loss: 14.1950 - output19_loss: 11.2507 - output20_loss: 12.9392 - output21_loss: 29.9595 - output22_loss: 22.4590 - output23_loss: 15.4492 - output24_loss: 21.7531 - output25_loss: 27.9402 - output26_loss: 14.5971 - output27_loss: 28.9731 - output28_loss: 21.8219 - output29_loss: 28.8087 - output00_mean_squared_error: 12.4179 - output01_mean_squared_error: 14.1246 - output02_mean_squared_error: 22.2885 - output03_mean_squared_error: 32.6722 - output04_mean_squared_error: 27.3447 - output05_mean_squared_error: 18.5281 - output06_mean_squared_error: 21.2034 - output07_mean_squared_error: 23.1375 - output08_mean_squared_error: 14.4188 - output09_mean_squared_error: 19.3648 - output10_mean_squared_error: 19.1635 - output11_mean_squared_error: 20.7896 - output12_mean_squared_error: 16.9115 - output13_mean_squared_error: 26.0555 - output14_mean_squared_error: 18.6355 - output15_mean_squared_error: 28.6582 - output16_mean_squared_error: 20.7715 - output17_mean_squared_error: 22.3636 - output18_mean_squared_error: 14.1950 - output19_mean_squared_error: 11.2507 - output20_mean_squared_error: 12.9392 - output21_mean_squared_error: 29.9595 - output22_mean_squared_error: 22.4590 - output23_mean_squared_error: 15.4492 - output24_mean_squared_error: 21.7531 - output25_mean_squared_error: 27.9402 - output26_mean_squared_error: 14.5971 - output27_mean_squared_error: 28.9731 - output28_mean_squared_error: 21.8219 - output29_mean_squared_error: 28.8087 Epoch 1184/2000 121/121 [==============================] - 0s 971us/step - loss: 628.9284 - output00_loss: 12.4177 - output01_loss: 14.1220 - output02_loss: 22.2854 - output03_loss: 32.6699 - output04_loss: 27.3393 - output05_loss: 18.5276 - output06_loss: 21.1980 - output07_loss: 23.1329 - output08_loss: 14.4174 - output09_loss: 19.3637 - output10_loss: 19.1632 - output11_loss: 20.7893 - output12_loss: 16.9101 - output13_loss: 26.0521 - output14_loss: 18.6321 - output15_loss: 28.6545 - output16_loss: 20.7713 - output17_loss: 22.3609 - output18_loss: 14.1946 - output19_loss: 11.2482 - output20_loss: 12.9355 - output21_loss: 29.9576 - output22_loss: 22.4581 - output23_loss: 15.4490 - output24_loss: 21.7516 - output25_loss: 27.9395 - output26_loss: 14.5968 - output27_loss: 28.9712 - output28_loss: 21.8173 - output29_loss: 28.8016 - output00_mean_squared_error: 12.4177 - output01_mean_squared_error: 14.1220 - output02_mean_squared_error: 22.2854 - output03_mean_squared_error: 32.6699 - output04_mean_squared_error: 27.3393 - output05_mean_squared_error: 18.5276 - output06_mean_squared_error: 21.1980 - output07_mean_squared_error: 23.1329 - output08_mean_squared_error: 14.4174 - output09_mean_squared_error: 19.3637 - output10_mean_squared_error: 19.1632 - output11_mean_squared_error: 20.7893 - output12_mean_squared_error: 16.9101 - output13_mean_squared_error: 26.0521 - output14_mean_squared_error: 18.6321 - output15_mean_squared_error: 28.6545 - output16_mean_squared_error: 20.7713 - output17_mean_squared_error: 22.3609 - output18_mean_squared_error: 14.1946 - output19_mean_squared_error: 11.2482 - output20_mean_squared_error: 12.9355 - output21_mean_squared_error: 29.9576 - output22_mean_squared_error: 22.4581 - output23_mean_squared_error: 15.4490 - output24_mean_squared_error: 21.7516 - output25_mean_squared_error: 27.9395 - output26_mean_squared_error: 14.5968 - output27_mean_squared_error: 28.9712 - output28_mean_squared_error: 21.8173 - output29_mean_squared_error: 28.8016 Epoch 1185/2000 121/121 [==============================] - 0s 943us/step - loss: 628.8610 - output00_loss: 12.4175 - output01_loss: 14.1193 - output02_loss: 22.2823 - output03_loss: 32.6676 - output04_loss: 27.3340 - output05_loss: 18.5272 - output06_loss: 21.1926 - output07_loss: 23.1282 - output08_loss: 14.4160 - output09_loss: 19.3627 - output10_loss: 19.1628 - output11_loss: 20.7891 - output12_loss: 16.9087 - output13_loss: 26.0488 - output14_loss: 18.6288 - output15_loss: 28.6508 - output16_loss: 20.7712 - output17_loss: 22.3583 - output18_loss: 14.1943 - output19_loss: 11.2456 - output20_loss: 12.9318 - output21_loss: 29.9558 - output22_loss: 22.4572 - output23_loss: 15.4487 - output24_loss: 21.7500 - output25_loss: 27.9388 - output26_loss: 14.5965 - output27_loss: 28.9692 - output28_loss: 21.8127 - output29_loss: 28.7945 - output00_mean_squared_error: 12.4175 - output01_mean_squared_error: 14.1193 - output02_mean_squared_error: 22.2823 - output03_mean_squared_error: 32.6676 - output04_mean_squared_error: 27.3340 - output05_mean_squared_error: 18.5272 - output06_mean_squared_error: 21.1926 - output07_mean_squared_error: 23.1282 - output08_mean_squared_error: 14.4160 - output09_mean_squared_error: 19.3627 - output10_mean_squared_error: 19.1628 - output11_mean_squared_error: 20.7891 - output12_mean_squared_error: 16.9087 - output13_mean_squared_error: 26.0488 - output14_mean_squared_error: 18.6288 - output15_mean_squared_error: 28.6508 - output16_mean_squared_error: 20.7712 - output17_mean_squared_error: 22.3583 - output18_mean_squared_error: 14.1943 - output19_mean_squared_error: 11.2456 - output20_mean_squared_error: 12.9318 - output21_mean_squared_error: 29.9558 - output22_mean_squared_error: 22.4572 - output23_mean_squared_error: 15.4487 - output24_mean_squared_error: 21.7500 - output25_mean_squared_error: 27.9388 - output26_mean_squared_error: 14.5965 - output27_mean_squared_error: 28.9692 - output28_mean_squared_error: 21.8127 - output29_mean_squared_error: 28.7945 Epoch 1186/2000 121/121 [==============================] - 0s 854us/step - loss: 628.7938 - output00_loss: 12.4174 - output01_loss: 14.1167 - output02_loss: 22.2793 - output03_loss: 32.6653 - output04_loss: 27.3286 - output05_loss: 18.5267 - output06_loss: 21.1872 - output07_loss: 23.1236 - output08_loss: 14.4147 - output09_loss: 19.3616 - output10_loss: 19.1624 - output11_loss: 20.7889 - output12_loss: 16.9073 - output13_loss: 26.0455 - output14_loss: 18.6254 - output15_loss: 28.6472 - output16_loss: 20.7710 - output17_loss: 22.3556 - output18_loss: 14.1940 - output19_loss: 11.2431 - output20_loss: 12.9281 - output21_loss: 29.9540 - output22_loss: 22.4563 - output23_loss: 15.4484 - output24_loss: 21.7484 - output25_loss: 27.9381 - output26_loss: 14.5962 - output27_loss: 28.9673 - output28_loss: 21.8081 - output29_loss: 28.7873 - output00_mean_squared_error: 12.4174 - output01_mean_squared_error: 14.1167 - output02_mean_squared_error: 22.2793 - output03_mean_squared_error: 32.6653 - output04_mean_squared_error: 27.3286 - output05_mean_squared_error: 18.5267 - output06_mean_squared_error: 21.1872 - output07_mean_squared_error: 23.1236 - output08_mean_squared_error: 14.4147 - output09_mean_squared_error: 19.3616 - output10_mean_squared_error: 19.1624 - output11_mean_squared_error: 20.7889 - output12_mean_squared_error: 16.9073 - output13_mean_squared_error: 26.0455 - output14_mean_squared_error: 18.6254 - output15_mean_squared_error: 28.6472 - output16_mean_squared_error: 20.7710 - output17_mean_squared_error: 22.3556 - output18_mean_squared_error: 14.1940 - output19_mean_squared_error: 11.2431 - output20_mean_squared_error: 12.9281 - output21_mean_squared_error: 29.9540 - output22_mean_squared_error: 22.4563 - output23_mean_squared_error: 15.4484 - output24_mean_squared_error: 21.7484 - output25_mean_squared_error: 27.9381 - output26_mean_squared_error: 14.5962 - output27_mean_squared_error: 28.9673 - output28_mean_squared_error: 21.8081 - output29_mean_squared_error: 28.7873 Epoch 1187/2000 121/121 [==============================] - 0s 855us/step - loss: 628.7266 - output00_loss: 12.4172 - output01_loss: 14.1141 - output02_loss: 22.2762 - output03_loss: 32.6631 - output04_loss: 27.3233 - output05_loss: 18.5262 - output06_loss: 21.1818 - output07_loss: 23.1190 - output08_loss: 14.4133 - output09_loss: 19.3606 - output10_loss: 19.1620 - output11_loss: 20.7887 - output12_loss: 16.9059 - output13_loss: 26.0422 - output14_loss: 18.6220 - output15_loss: 28.6435 - output16_loss: 20.7709 - output17_loss: 22.3529 - output18_loss: 14.1936 - output19_loss: 11.2406 - output20_loss: 12.9244 - output21_loss: 29.9521 - output22_loss: 22.4554 - output23_loss: 15.4481 - output24_loss: 21.7468 - output25_loss: 27.9374 - output26_loss: 14.5959 - output27_loss: 28.9654 - output28_loss: 21.8035 - output29_loss: 28.7802 - output00_mean_squared_error: 12.4172 - output01_mean_squared_error: 14.1141 - output02_mean_squared_error: 22.2762 - output03_mean_squared_error: 32.6631 - output04_mean_squared_error: 27.3233 - output05_mean_squared_error: 18.5262 - output06_mean_squared_error: 21.1818 - output07_mean_squared_error: 23.1190 - output08_mean_squared_error: 14.4133 - output09_mean_squared_error: 19.3606 - output10_mean_squared_error: 19.1620 - output11_mean_squared_error: 20.7887 - output12_mean_squared_error: 16.9059 - output13_mean_squared_error: 26.0422 - output14_mean_squared_error: 18.6220 - output15_mean_squared_error: 28.6435 - output16_mean_squared_error: 20.7709 - output17_mean_squared_error: 22.3529 - output18_mean_squared_error: 14.1936 - output19_mean_squared_error: 11.2406 - output20_mean_squared_error: 12.9244 - output21_mean_squared_error: 29.9521 - output22_mean_squared_error: 22.4554 - output23_mean_squared_error: 15.4481 - output24_mean_squared_error: 21.7468 - output25_mean_squared_error: 27.9374 - output26_mean_squared_error: 14.5959 - output27_mean_squared_error: 28.9654 - output28_mean_squared_error: 21.8035 - output29_mean_squared_error: 28.7802 Epoch 1188/2000 121/121 [==============================] - 0s 986us/step - loss: 628.6597 - output00_loss: 12.4170 - output01_loss: 14.1115 - output02_loss: 22.2731 - output03_loss: 32.6608 - output04_loss: 27.3180 - output05_loss: 18.5258 - output06_loss: 21.1764 - output07_loss: 23.1144 - output08_loss: 14.4120 - output09_loss: 19.3595 - output10_loss: 19.1617 - output11_loss: 20.7885 - output12_loss: 16.9045 - output13_loss: 26.0389 - output14_loss: 18.6187 - output15_loss: 28.6399 - output16_loss: 20.7707 - output17_loss: 22.3503 - output18_loss: 14.1933 - output19_loss: 11.2381 - output20_loss: 12.9208 - output21_loss: 29.9503 - output22_loss: 22.4545 - output23_loss: 15.4478 - output24_loss: 21.7453 - output25_loss: 27.9367 - output26_loss: 14.5956 - output27_loss: 28.9635 - output28_loss: 21.7990 - output29_loss: 28.7731 - output00_mean_squared_error: 12.4170 - output01_mean_squared_error: 14.1115 - output02_mean_squared_error: 22.2731 - output03_mean_squared_error: 32.6608 - output04_mean_squared_error: 27.3180 - output05_mean_squared_error: 18.5258 - output06_mean_squared_error: 21.1764 - output07_mean_squared_error: 23.1144 - output08_mean_squared_error: 14.4120 - output09_mean_squared_error: 19.3595 - output10_mean_squared_error: 19.1617 - output11_mean_squared_error: 20.7885 - output12_mean_squared_error: 16.9045 - output13_mean_squared_error: 26.0389 - output14_mean_squared_error: 18.6187 - output15_mean_squared_error: 28.6399 - output16_mean_squared_error: 20.7707 - output17_mean_squared_error: 22.3503 - output18_mean_squared_error: 14.1933 - output19_mean_squared_error: 11.2381 - output20_mean_squared_error: 12.9208 - output21_mean_squared_error: 29.9503 - output22_mean_squared_error: 22.4545 - output23_mean_squared_error: 15.4478 - output24_mean_squared_error: 21.7453 - output25_mean_squared_error: 27.9367 - output26_mean_squared_error: 14.5956 - output27_mean_squared_error: 28.9635 - output28_mean_squared_error: 21.7990 - output29_mean_squared_error: 28.7731 Epoch 1189/2000 121/121 [==============================] - 0s 933us/step - loss: 628.5929 - output00_loss: 12.4169 - output01_loss: 14.1089 - output02_loss: 22.2701 - output03_loss: 32.6586 - output04_loss: 27.3127 - output05_loss: 18.5253 - output06_loss: 21.1711 - output07_loss: 23.1097 - output08_loss: 14.4106 - output09_loss: 19.3585 - output10_loss: 19.1613 - output11_loss: 20.7883 - output12_loss: 16.9031 - output13_loss: 26.0356 - output14_loss: 18.6153 - output15_loss: 28.6362 - output16_loss: 20.7705 - output17_loss: 22.3476 - output18_loss: 14.1930 - output19_loss: 11.2356 - output20_loss: 12.9171 - output21_loss: 29.9485 - output22_loss: 22.4536 - output23_loss: 15.4475 - output24_loss: 21.7437 - output25_loss: 27.9360 - output26_loss: 14.5953 - output27_loss: 28.9617 - output28_loss: 21.7944 - output29_loss: 28.7660 - output00_mean_squared_error: 12.4169 - output01_mean_squared_error: 14.1089 - output02_mean_squared_error: 22.2701 - output03_mean_squared_error: 32.6586 - output04_mean_squared_error: 27.3127 - output05_mean_squared_error: 18.5253 - output06_mean_squared_error: 21.1711 - output07_mean_squared_error: 23.1097 - output08_mean_squared_error: 14.4106 - output09_mean_squared_error: 19.3585 - output10_mean_squared_error: 19.1613 - output11_mean_squared_error: 20.7883 - output12_mean_squared_error: 16.9031 - output13_mean_squared_error: 26.0356 - output14_mean_squared_error: 18.6153 - output15_mean_squared_error: 28.6362 - output16_mean_squared_error: 20.7705 - output17_mean_squared_error: 22.3476 - output18_mean_squared_error: 14.1930 - output19_mean_squared_error: 11.2356 - output20_mean_squared_error: 12.9171 - output21_mean_squared_error: 29.9485 - output22_mean_squared_error: 22.4536 - output23_mean_squared_error: 15.4475 - output24_mean_squared_error: 21.7437 - output25_mean_squared_error: 27.9360 - output26_mean_squared_error: 14.5953 - output27_mean_squared_error: 28.9617 - output28_mean_squared_error: 21.7944 - output29_mean_squared_error: 28.7660 Epoch 1190/2000 121/121 [==============================] - 0s 555us/step - loss: 628.5262 - output00_loss: 12.4167 - output01_loss: 14.1063 - output02_loss: 22.2670 - output03_loss: 32.6563 - output04_loss: 27.3074 - output05_loss: 18.5249 - output06_loss: 21.1657 - output07_loss: 23.1052 - output08_loss: 14.4093 - output09_loss: 19.3575 - output10_loss: 19.1609 - output11_loss: 20.7881 - output12_loss: 16.9017 - output13_loss: 26.0323 - output14_loss: 18.6120 - output15_loss: 28.6326 - output16_loss: 20.7704 - output17_loss: 22.3450 - output18_loss: 14.1927 - output19_loss: 11.2331 - output20_loss: 12.9135 - output21_loss: 29.9467 - output22_loss: 22.4527 - output23_loss: 15.4472 - output24_loss: 21.7422 - output25_loss: 27.9354 - output26_loss: 14.5950 - output27_loss: 28.9598 - output28_loss: 21.7898 - output29_loss: 28.7590 - output00_mean_squared_error: 12.4167 - output01_mean_squared_error: 14.1063 - output02_mean_squared_error: 22.2670 - output03_mean_squared_error: 32.6563 - output04_mean_squared_error: 27.3074 - output05_mean_squared_error: 18.5249 - output06_mean_squared_error: 21.1657 - output07_mean_squared_error: 23.1052 - output08_mean_squared_error: 14.4093 - output09_mean_squared_error: 19.3575 - output10_mean_squared_error: 19.1609 - output11_mean_squared_error: 20.7881 - output12_mean_squared_error: 16.9017 - output13_mean_squared_error: 26.0323 - output14_mean_squared_error: 18.6120 - output15_mean_squared_error: 28.6326 - output16_mean_squared_error: 20.7704 - output17_mean_squared_error: 22.3450 - output18_mean_squared_error: 14.1927 - output19_mean_squared_error: 11.2331 - output20_mean_squared_error: 12.9135 - output21_mean_squared_error: 29.9467 - output22_mean_squared_error: 22.4527 - output23_mean_squared_error: 15.4472 - output24_mean_squared_error: 21.7422 - output25_mean_squared_error: 27.9354 - output26_mean_squared_error: 14.5950 - output27_mean_squared_error: 28.9598 - output28_mean_squared_error: 21.7898 - output29_mean_squared_error: 28.7590 Epoch 1191/2000 121/121 [==============================] - 0s 789us/step - loss: 628.4596 - output00_loss: 12.4165 - output01_loss: 14.1037 - output02_loss: 22.2639 - output03_loss: 32.6541 - output04_loss: 27.3021 - output05_loss: 18.5244 - output06_loss: 21.1603 - output07_loss: 23.1006 - output08_loss: 14.4080 - output09_loss: 19.3564 - output10_loss: 19.1606 - output11_loss: 20.7879 - output12_loss: 16.9003 - output13_loss: 26.0291 - output14_loss: 18.6086 - output15_loss: 28.6290 - output16_loss: 20.7702 - output17_loss: 22.3424 - output18_loss: 14.1923 - output19_loss: 11.2306 - output20_loss: 12.9098 - output21_loss: 29.9448 - output22_loss: 22.4519 - output23_loss: 15.4469 - output24_loss: 21.7406 - output25_loss: 27.9347 - output26_loss: 14.5947 - output27_loss: 28.9579 - output28_loss: 21.7853 - output29_loss: 28.7519 - output00_mean_squared_error: 12.4165 - output01_mean_squared_error: 14.1037 - output02_mean_squared_error: 22.2639 - output03_mean_squared_error: 32.6541 - output04_mean_squared_error: 27.3021 - output05_mean_squared_error: 18.5244 - output06_mean_squared_error: 21.1603 - output07_mean_squared_error: 23.1006 - output08_mean_squared_error: 14.4080 - output09_mean_squared_error: 19.3564 - output10_mean_squared_error: 19.1606 - output11_mean_squared_error: 20.7879 - output12_mean_squared_error: 16.9003 - output13_mean_squared_error: 26.0291 - output14_mean_squared_error: 18.6086 - output15_mean_squared_error: 28.6290 - output16_mean_squared_error: 20.7702 - output17_mean_squared_error: 22.3424 - output18_mean_squared_error: 14.1923 - output19_mean_squared_error: 11.2306 - output20_mean_squared_error: 12.9098 - output21_mean_squared_error: 29.9448 - output22_mean_squared_error: 22.4519 - output23_mean_squared_error: 15.4469 - output24_mean_squared_error: 21.7406 - output25_mean_squared_error: 27.9347 - output26_mean_squared_error: 14.5947 - output27_mean_squared_error: 28.9579 - output28_mean_squared_error: 21.7853 - output29_mean_squared_error: 28.7519 Epoch 1192/2000 121/121 [==============================] - 0s 1ms/step - loss: 628.3932 - output00_loss: 12.4164 - output01_loss: 14.1011 - output02_loss: 22.2609 - output03_loss: 32.6519 - output04_loss: 27.2968 - output05_loss: 18.5240 - output06_loss: 21.1550 - output07_loss: 23.0960 - output08_loss: 14.4066 - output09_loss: 19.3554 - output10_loss: 19.1602 - output11_loss: 20.7877 - output12_loss: 16.8989 - output13_loss: 26.0258 - output14_loss: 18.6053 - output15_loss: 28.6253 - output16_loss: 20.7701 - output17_loss: 22.3398 - output18_loss: 14.1920 - output19_loss: 11.2281 - output20_loss: 12.9062 - output21_loss: 29.9430 - output22_loss: 22.4510 - output23_loss: 15.4466 - output24_loss: 21.7391 - output25_loss: 27.9340 - output26_loss: 14.5945 - output27_loss: 28.9560 - output28_loss: 21.7808 - output29_loss: 28.7448 - output00_mean_squared_error: 12.4164 - output01_mean_squared_error: 14.1011 - output02_mean_squared_error: 22.2609 - output03_mean_squared_error: 32.6519 - output04_mean_squared_error: 27.2968 - output05_mean_squared_error: 18.5240 - output06_mean_squared_error: 21.1550 - output07_mean_squared_error: 23.0960 - output08_mean_squared_error: 14.4066 - output09_mean_squared_error: 19.3554 - output10_mean_squared_error: 19.1602 - output11_mean_squared_error: 20.7877 - output12_mean_squared_error: 16.8989 - output13_mean_squared_error: 26.0258 - output14_mean_squared_error: 18.6053 - output15_mean_squared_error: 28.6253 - output16_mean_squared_error: 20.7701 - output17_mean_squared_error: 22.3398 - output18_mean_squared_error: 14.1920 - output19_mean_squared_error: 11.2281 - output20_mean_squared_error: 12.9062 - output21_mean_squared_error: 29.9430 - output22_mean_squared_error: 22.4510 - output23_mean_squared_error: 15.4466 - output24_mean_squared_error: 21.7391 - output25_mean_squared_error: 27.9340 - output26_mean_squared_error: 14.5945 - output27_mean_squared_error: 28.9560 - output28_mean_squared_error: 21.7808 - output29_mean_squared_error: 28.7448 Epoch 1193/2000 121/121 [==============================] - 0s 941us/step - loss: 628.3271 - output00_loss: 12.4162 - output01_loss: 14.0985 - output02_loss: 22.2579 - output03_loss: 32.6497 - output04_loss: 27.2915 - output05_loss: 18.5235 - output06_loss: 21.1497 - output07_loss: 23.0914 - output08_loss: 14.4053 - output09_loss: 19.3544 - output10_loss: 19.1598 - output11_loss: 20.7875 - output12_loss: 16.8976 - output13_loss: 26.0225 - output14_loss: 18.6020 - output15_loss: 28.6217 - output16_loss: 20.7699 - output17_loss: 22.3371 - output18_loss: 14.1917 - output19_loss: 11.2256 - output20_loss: 12.9026 - output21_loss: 29.9412 - output22_loss: 22.4501 - output23_loss: 15.4463 - output24_loss: 21.7375 - output25_loss: 27.9333 - output26_loss: 14.5942 - output27_loss: 28.9542 - output28_loss: 21.7762 - output29_loss: 28.7378 - output00_mean_squared_error: 12.4162 - output01_mean_squared_error: 14.0985 - output02_mean_squared_error: 22.2579 - output03_mean_squared_error: 32.6497 - output04_mean_squared_error: 27.2915 - output05_mean_squared_error: 18.5235 - output06_mean_squared_error: 21.1497 - output07_mean_squared_error: 23.0914 - output08_mean_squared_error: 14.4053 - output09_mean_squared_error: 19.3544 - output10_mean_squared_error: 19.1598 - output11_mean_squared_error: 20.7875 - output12_mean_squared_error: 16.8976 - output13_mean_squared_error: 26.0225 - output14_mean_squared_error: 18.6020 - output15_mean_squared_error: 28.6217 - output16_mean_squared_error: 20.7699 - output17_mean_squared_error: 22.3371 - output18_mean_squared_error: 14.1917 - output19_mean_squared_error: 11.2256 - output20_mean_squared_error: 12.9026 - output21_mean_squared_error: 29.9412 - output22_mean_squared_error: 22.4501 - output23_mean_squared_error: 15.4463 - output24_mean_squared_error: 21.7375 - output25_mean_squared_error: 27.9333 - output26_mean_squared_error: 14.5942 - output27_mean_squared_error: 28.9542 - output28_mean_squared_error: 21.7762 - output29_mean_squared_error: 28.7378 Epoch 1194/2000 121/121 [==============================] - 0s 469us/step - loss: 628.2609 - output00_loss: 12.4160 - output01_loss: 14.0959 - output02_loss: 22.2548 - output03_loss: 32.6474 - output04_loss: 27.2863 - output05_loss: 18.5231 - output06_loss: 21.1443 - output07_loss: 23.0868 - output08_loss: 14.4040 - output09_loss: 19.3534 - output10_loss: 19.1595 - output11_loss: 20.7873 - output12_loss: 16.8962 - output13_loss: 26.0193 - output14_loss: 18.5987 - output15_loss: 28.6181 - output16_loss: 20.7698 - output17_loss: 22.3345 - output18_loss: 14.1914 - output19_loss: 11.2231 - output20_loss: 12.8990 - output21_loss: 29.9394 - output22_loss: 22.4493 - output23_loss: 15.4460 - output24_loss: 21.7360 - output25_loss: 27.9326 - output26_loss: 14.5939 - output27_loss: 28.9523 - output28_loss: 21.7717 - output29_loss: 28.7308 - output00_mean_squared_error: 12.4160 - output01_mean_squared_error: 14.0959 - output02_mean_squared_error: 22.2548 - output03_mean_squared_error: 32.6474 - output04_mean_squared_error: 27.2863 - output05_mean_squared_error: 18.5231 - output06_mean_squared_error: 21.1443 - output07_mean_squared_error: 23.0868 - output08_mean_squared_error: 14.4040 - output09_mean_squared_error: 19.3534 - output10_mean_squared_error: 19.1595 - output11_mean_squared_error: 20.7873 - output12_mean_squared_error: 16.8962 - output13_mean_squared_error: 26.0193 - output14_mean_squared_error: 18.5987 - output15_mean_squared_error: 28.6181 - output16_mean_squared_error: 20.7698 - output17_mean_squared_error: 22.3345 - output18_mean_squared_error: 14.1914 - output19_mean_squared_error: 11.2231 - output20_mean_squared_error: 12.8990 - output21_mean_squared_error: 29.9394 - output22_mean_squared_error: 22.4493 - output23_mean_squared_error: 15.4460 - output24_mean_squared_error: 21.7360 - output25_mean_squared_error: 27.9326 - output26_mean_squared_error: 14.5939 - output27_mean_squared_error: 28.9523 - output28_mean_squared_error: 21.7717 - output29_mean_squared_error: 28.7308 Epoch 1195/2000 121/121 [==============================] - 0s 710us/step - loss: 628.1949 - output00_loss: 12.4159 - output01_loss: 14.0933 - output02_loss: 22.2518 - output03_loss: 32.6452 - output04_loss: 27.2810 - output05_loss: 18.5227 - output06_loss: 21.1390 - output07_loss: 23.0823 - output08_loss: 14.4027 - output09_loss: 19.3524 - output10_loss: 19.1591 - output11_loss: 20.7871 - output12_loss: 16.8948 - output13_loss: 26.0160 - output14_loss: 18.5953 - output15_loss: 28.6145 - output16_loss: 20.7696 - output17_loss: 22.3319 - output18_loss: 14.1911 - output19_loss: 11.2206 - output20_loss: 12.8953 - output21_loss: 29.9376 - output22_loss: 22.4484 - output23_loss: 15.4458 - output24_loss: 21.7345 - output25_loss: 27.9319 - output26_loss: 14.5936 - output27_loss: 28.9504 - output28_loss: 21.7672 - output29_loss: 28.7237 - output00_mean_squared_error: 12.4159 - output01_mean_squared_error: 14.0933 - output02_mean_squared_error: 22.2518 - output03_mean_squared_error: 32.6452 - output04_mean_squared_error: 27.2810 - output05_mean_squared_error: 18.5227 - output06_mean_squared_error: 21.1390 - output07_mean_squared_error: 23.0823 - output08_mean_squared_error: 14.4027 - output09_mean_squared_error: 19.3524 - output10_mean_squared_error: 19.1591 - output11_mean_squared_error: 20.7871 - output12_mean_squared_error: 16.8948 - output13_mean_squared_error: 26.0160 - output14_mean_squared_error: 18.5953 - output15_mean_squared_error: 28.6145 - output16_mean_squared_error: 20.7696 - output17_mean_squared_error: 22.3319 - output18_mean_squared_error: 14.1911 - output19_mean_squared_error: 11.2206 - output20_mean_squared_error: 12.8953 - output21_mean_squared_error: 29.9376 - output22_mean_squared_error: 22.4484 - output23_mean_squared_error: 15.4458 - output24_mean_squared_error: 21.7345 - output25_mean_squared_error: 27.9319 - output26_mean_squared_error: 14.5936 - output27_mean_squared_error: 28.9504 - output28_mean_squared_error: 21.7672 - output29_mean_squared_error: 28.7237 Epoch 1196/2000 121/121 [==============================] - 0s 951us/step - loss: 628.1291 - output00_loss: 12.4157 - output01_loss: 14.0908 - output02_loss: 22.2488 - output03_loss: 32.6430 - output04_loss: 27.2758 - output05_loss: 18.5222 - output06_loss: 21.1337 - output07_loss: 23.0777 - output08_loss: 14.4014 - output09_loss: 19.3514 - output10_loss: 19.1588 - output11_loss: 20.7869 - output12_loss: 16.8934 - output13_loss: 26.0127 - output14_loss: 18.5920 - output15_loss: 28.6109 - output16_loss: 20.7695 - output17_loss: 22.3293 - output18_loss: 14.1908 - output19_loss: 11.2182 - output20_loss: 12.8917 - output21_loss: 29.9359 - output22_loss: 22.4475 - output23_loss: 15.4455 - output24_loss: 21.7329 - output25_loss: 27.9313 - output26_loss: 14.5933 - output27_loss: 28.9486 - output28_loss: 21.7627 - output29_loss: 28.7167 - output00_mean_squared_error: 12.4157 - output01_mean_squared_error: 14.0908 - output02_mean_squared_error: 22.2488 - output03_mean_squared_error: 32.6430 - output04_mean_squared_error: 27.2758 - output05_mean_squared_error: 18.5222 - output06_mean_squared_error: 21.1337 - output07_mean_squared_error: 23.0777 - output08_mean_squared_error: 14.4014 - output09_mean_squared_error: 19.3514 - output10_mean_squared_error: 19.1588 - output11_mean_squared_error: 20.7869 - output12_mean_squared_error: 16.8934 - output13_mean_squared_error: 26.0127 - output14_mean_squared_error: 18.5920 - output15_mean_squared_error: 28.6109 - output16_mean_squared_error: 20.7695 - output17_mean_squared_error: 22.3293 - output18_mean_squared_error: 14.1908 - output19_mean_squared_error: 11.2182 - output20_mean_squared_error: 12.8917 - output21_mean_squared_error: 29.9359 - output22_mean_squared_error: 22.4475 - output23_mean_squared_error: 15.4455 - output24_mean_squared_error: 21.7329 - output25_mean_squared_error: 27.9313 - output26_mean_squared_error: 14.5933 - output27_mean_squared_error: 28.9486 - output28_mean_squared_error: 21.7627 - output29_mean_squared_error: 28.7167 Epoch 1197/2000 121/121 [==============================] - 0s 872us/step - loss: 628.0634 - output00_loss: 12.4156 - output01_loss: 14.0882 - output02_loss: 22.2457 - output03_loss: 32.6409 - output04_loss: 27.2705 - output05_loss: 18.5218 - output06_loss: 21.1284 - output07_loss: 23.0732 - output08_loss: 14.4000 - output09_loss: 19.3504 - output10_loss: 19.1584 - output11_loss: 20.7867 - output12_loss: 16.8921 - output13_loss: 26.0095 - output14_loss: 18.5887 - output15_loss: 28.6073 - output16_loss: 20.7693 - output17_loss: 22.3267 - output18_loss: 14.1904 - output19_loss: 11.2157 - output20_loss: 12.8882 - output21_loss: 29.9341 - output22_loss: 22.4467 - output23_loss: 15.4452 - output24_loss: 21.7314 - output25_loss: 27.9306 - output26_loss: 14.5931 - output27_loss: 28.9467 - output28_loss: 21.7582 - output29_loss: 28.7097 - output00_mean_squared_error: 12.4156 - output01_mean_squared_error: 14.0882 - output02_mean_squared_error: 22.2457 - output03_mean_squared_error: 32.6409 - output04_mean_squared_error: 27.2705 - output05_mean_squared_error: 18.5218 - output06_mean_squared_error: 21.1284 - output07_mean_squared_error: 23.0732 - output08_mean_squared_error: 14.4000 - output09_mean_squared_error: 19.3504 - output10_mean_squared_error: 19.1584 - output11_mean_squared_error: 20.7867 - output12_mean_squared_error: 16.8921 - output13_mean_squared_error: 26.0095 - output14_mean_squared_error: 18.5887 - output15_mean_squared_error: 28.6073 - output16_mean_squared_error: 20.7693 - output17_mean_squared_error: 22.3267 - output18_mean_squared_error: 14.1904 - output19_mean_squared_error: 11.2157 - output20_mean_squared_error: 12.8882 - output21_mean_squared_error: 29.9341 - output22_mean_squared_error: 22.4467 - output23_mean_squared_error: 15.4452 - output24_mean_squared_error: 21.7314 - output25_mean_squared_error: 27.9306 - output26_mean_squared_error: 14.5931 - output27_mean_squared_error: 28.9467 - output28_mean_squared_error: 21.7582 - output29_mean_squared_error: 28.7097 Epoch 1198/2000 121/121 [==============================] - 0s 1ms/step - loss: 627.9978 - output00_loss: 12.4154 - output01_loss: 14.0856 - output02_loss: 22.2427 - output03_loss: 32.6387 - output04_loss: 27.2653 - output05_loss: 18.5213 - output06_loss: 21.1231 - output07_loss: 23.0687 - output08_loss: 14.3987 - output09_loss: 19.3494 - output10_loss: 19.1580 - output11_loss: 20.7865 - output12_loss: 16.8907 - output13_loss: 26.0063 - output14_loss: 18.5854 - output15_loss: 28.6037 - output16_loss: 20.7692 - output17_loss: 22.3241 - output18_loss: 14.1901 - output19_loss: 11.2132 - output20_loss: 12.8846 - output21_loss: 29.9323 - output22_loss: 22.4458 - output23_loss: 15.4449 - output24_loss: 21.7299 - output25_loss: 27.9299 - output26_loss: 14.5928 - output27_loss: 28.9449 - output28_loss: 21.7537 - output29_loss: 28.7027 - output00_mean_squared_error: 12.4154 - output01_mean_squared_error: 14.0856 - output02_mean_squared_error: 22.2427 - output03_mean_squared_error: 32.6387 - output04_mean_squared_error: 27.2653 - output05_mean_squared_error: 18.5213 - output06_mean_squared_error: 21.1231 - output07_mean_squared_error: 23.0687 - output08_mean_squared_error: 14.3987 - output09_mean_squared_error: 19.3494 - output10_mean_squared_error: 19.1580 - output11_mean_squared_error: 20.7865 - output12_mean_squared_error: 16.8907 - output13_mean_squared_error: 26.0063 - output14_mean_squared_error: 18.5854 - output15_mean_squared_error: 28.6037 - output16_mean_squared_error: 20.7692 - output17_mean_squared_error: 22.3241 - output18_mean_squared_error: 14.1901 - output19_mean_squared_error: 11.2132 - output20_mean_squared_error: 12.8846 - output21_mean_squared_error: 29.9323 - output22_mean_squared_error: 22.4458 - output23_mean_squared_error: 15.4449 - output24_mean_squared_error: 21.7299 - output25_mean_squared_error: 27.9299 - output26_mean_squared_error: 14.5928 - output27_mean_squared_error: 28.9449 - output28_mean_squared_error: 21.7537 - output29_mean_squared_error: 28.7027 Epoch 1199/2000 121/121 [==============================] - 0s 849us/step - loss: 627.9324 - output00_loss: 12.4152 - output01_loss: 14.0831 - output02_loss: 22.2397 - output03_loss: 32.6365 - output04_loss: 27.2601 - output05_loss: 18.5209 - output06_loss: 21.1179 - output07_loss: 23.0642 - output08_loss: 14.3974 - output09_loss: 19.3484 - output10_loss: 19.1577 - output11_loss: 20.7863 - output12_loss: 16.8894 - output13_loss: 26.0030 - output14_loss: 18.5822 - output15_loss: 28.6001 - output16_loss: 20.7690 - output17_loss: 22.3215 - output18_loss: 14.1898 - output19_loss: 11.2107 - output20_loss: 12.8810 - output21_loss: 29.9305 - output22_loss: 22.4450 - output23_loss: 15.4446 - output24_loss: 21.7284 - output25_loss: 27.9293 - output26_loss: 14.5925 - output27_loss: 28.9430 - output28_loss: 21.7492 - output29_loss: 28.6957 - output00_mean_squared_error: 12.4152 - output01_mean_squared_error: 14.0831 - output02_mean_squared_error: 22.2397 - output03_mean_squared_error: 32.6365 - output04_mean_squared_error: 27.2601 - output05_mean_squared_error: 18.5209 - output06_mean_squared_error: 21.1179 - output07_mean_squared_error: 23.0642 - output08_mean_squared_error: 14.3974 - output09_mean_squared_error: 19.3484 - output10_mean_squared_error: 19.1577 - output11_mean_squared_error: 20.7863 - output12_mean_squared_error: 16.8894 - output13_mean_squared_error: 26.0030 - output14_mean_squared_error: 18.5822 - output15_mean_squared_error: 28.6001 - output16_mean_squared_error: 20.7690 - output17_mean_squared_error: 22.3215 - output18_mean_squared_error: 14.1898 - output19_mean_squared_error: 11.2107 - output20_mean_squared_error: 12.8810 - output21_mean_squared_error: 29.9305 - output22_mean_squared_error: 22.4450 - output23_mean_squared_error: 15.4446 - output24_mean_squared_error: 21.7284 - output25_mean_squared_error: 27.9293 - output26_mean_squared_error: 14.5925 - output27_mean_squared_error: 28.9430 - output28_mean_squared_error: 21.7492 - output29_mean_squared_error: 28.6957 Epoch 1200/2000 121/121 [==============================] - 0s 737us/step - loss: 627.8671 - output00_loss: 12.4151 - output01_loss: 14.0805 - output02_loss: 22.2367 - output03_loss: 32.6343 - output04_loss: 27.2549 - output05_loss: 18.5205 - output06_loss: 21.1126 - output07_loss: 23.0597 - output08_loss: 14.3961 - output09_loss: 19.3474 - output10_loss: 19.1573 - output11_loss: 20.7861 - output12_loss: 16.8880 - output13_loss: 25.9998 - output14_loss: 18.5789 - output15_loss: 28.5966 - output16_loss: 20.7689 - output17_loss: 22.3190 - output18_loss: 14.1895 - output19_loss: 11.2082 - output20_loss: 12.8774 - output21_loss: 29.9288 - output22_loss: 22.4441 - output23_loss: 15.4444 - output24_loss: 21.7269 - output25_loss: 27.9286 - output26_loss: 14.5922 - output27_loss: 28.9412 - output28_loss: 21.7447 - output29_loss: 28.6888 - output00_mean_squared_error: 12.4151 - output01_mean_squared_error: 14.0805 - output02_mean_squared_error: 22.2367 - output03_mean_squared_error: 32.6343 - output04_mean_squared_error: 27.2549 - output05_mean_squared_error: 18.5205 - output06_mean_squared_error: 21.1126 - output07_mean_squared_error: 23.0597 - output08_mean_squared_error: 14.3961 - output09_mean_squared_error: 19.3474 - output10_mean_squared_error: 19.1573 - output11_mean_squared_error: 20.7861 - output12_mean_squared_error: 16.8880 - output13_mean_squared_error: 25.9998 - output14_mean_squared_error: 18.5789 - output15_mean_squared_error: 28.5966 - output16_mean_squared_error: 20.7689 - output17_mean_squared_error: 22.3190 - output18_mean_squared_error: 14.1895 - output19_mean_squared_error: 11.2082 - output20_mean_squared_error: 12.8774 - output21_mean_squared_error: 29.9288 - output22_mean_squared_error: 22.4441 - output23_mean_squared_error: 15.4444 - output24_mean_squared_error: 21.7269 - output25_mean_squared_error: 27.9286 - output26_mean_squared_error: 14.5922 - output27_mean_squared_error: 28.9412 - output28_mean_squared_error: 21.7447 - output29_mean_squared_error: 28.6888 Epoch 1201/2000 121/121 [==============================] - 0s 793us/step - loss: 627.8019 - output00_loss: 12.4149 - output01_loss: 14.0779 - output02_loss: 22.2337 - output03_loss: 32.6322 - output04_loss: 27.2497 - output05_loss: 18.5200 - output06_loss: 21.1073 - output07_loss: 23.0551 - output08_loss: 14.3948 - output09_loss: 19.3464 - output10_loss: 19.1570 - output11_loss: 20.7859 - output12_loss: 16.8867 - output13_loss: 25.9966 - output14_loss: 18.5756 - output15_loss: 28.5930 - output16_loss: 20.7687 - output17_loss: 22.3164 - output18_loss: 14.1892 - output19_loss: 11.2058 - output20_loss: 12.8739 - output21_loss: 29.9270 - output22_loss: 22.4433 - output23_loss: 15.4441 - output24_loss: 21.7254 - output25_loss: 27.9279 - output26_loss: 14.5920 - output27_loss: 28.9394 - output28_loss: 21.7403 - output29_loss: 28.6818 - output00_mean_squared_error: 12.4149 - output01_mean_squared_error: 14.0779 - output02_mean_squared_error: 22.2337 - output03_mean_squared_error: 32.6322 - output04_mean_squared_error: 27.2497 - output05_mean_squared_error: 18.5200 - output06_mean_squared_error: 21.1073 - output07_mean_squared_error: 23.0551 - output08_mean_squared_error: 14.3948 - output09_mean_squared_error: 19.3464 - output10_mean_squared_error: 19.1570 - output11_mean_squared_error: 20.7859 - output12_mean_squared_error: 16.8867 - output13_mean_squared_error: 25.9966 - output14_mean_squared_error: 18.5756 - output15_mean_squared_error: 28.5930 - output16_mean_squared_error: 20.7687 - output17_mean_squared_error: 22.3164 - output18_mean_squared_error: 14.1892 - output19_mean_squared_error: 11.2058 - output20_mean_squared_error: 12.8739 - output21_mean_squared_error: 29.9270 - output22_mean_squared_error: 22.4433 - output23_mean_squared_error: 15.4441 - output24_mean_squared_error: 21.7254 - output25_mean_squared_error: 27.9279 - output26_mean_squared_error: 14.5920 - output27_mean_squared_error: 28.9394 - output28_mean_squared_error: 21.7403 - output29_mean_squared_error: 28.6818 Epoch 1202/2000 121/121 [==============================] - 0s 848us/step - loss: 627.7369 - output00_loss: 12.4148 - output01_loss: 14.0754 - output02_loss: 22.2307 - output03_loss: 32.6300 - output04_loss: 27.2445 - output05_loss: 18.5196 - output06_loss: 21.1021 - output07_loss: 23.0507 - output08_loss: 14.3935 - output09_loss: 19.3454 - output10_loss: 19.1566 - output11_loss: 20.7857 - output12_loss: 16.8854 - output13_loss: 25.9934 - output14_loss: 18.5723 - output15_loss: 28.5894 - output16_loss: 20.7686 - output17_loss: 22.3138 - output18_loss: 14.1889 - output19_loss: 11.2033 - output20_loss: 12.8703 - output21_loss: 29.9252 - output22_loss: 22.4424 - output23_loss: 15.4438 - output24_loss: 21.7239 - output25_loss: 27.9273 - output26_loss: 14.5917 - output27_loss: 28.9375 - output28_loss: 21.7358 - output29_loss: 28.6748 - output00_mean_squared_error: 12.4148 - output01_mean_squared_error: 14.0754 - output02_mean_squared_error: 22.2307 - output03_mean_squared_error: 32.6300 - output04_mean_squared_error: 27.2445 - output05_mean_squared_error: 18.5196 - output06_mean_squared_error: 21.1021 - output07_mean_squared_error: 23.0507 - output08_mean_squared_error: 14.3935 - output09_mean_squared_error: 19.3454 - output10_mean_squared_error: 19.1566 - output11_mean_squared_error: 20.7857 - output12_mean_squared_error: 16.8854 - output13_mean_squared_error: 25.9934 - output14_mean_squared_error: 18.5723 - output15_mean_squared_error: 28.5894 - output16_mean_squared_error: 20.7686 - output17_mean_squared_error: 22.3138 - output18_mean_squared_error: 14.1889 - output19_mean_squared_error: 11.2033 - output20_mean_squared_error: 12.8703 - output21_mean_squared_error: 29.9252 - output22_mean_squared_error: 22.4424 - output23_mean_squared_error: 15.4438 - output24_mean_squared_error: 21.7239 - output25_mean_squared_error: 27.9273 - output26_mean_squared_error: 14.5917 - output27_mean_squared_error: 28.9375 - output28_mean_squared_error: 21.7358 - output29_mean_squared_error: 28.6748 Epoch 1203/2000 121/121 [==============================] - 0s 936us/step - loss: 627.6721 - output00_loss: 12.4146 - output01_loss: 14.0729 - output02_loss: 22.2278 - output03_loss: 32.6279 - output04_loss: 27.2393 - output05_loss: 18.5192 - output06_loss: 21.0969 - output07_loss: 23.0462 - output08_loss: 14.3923 - output09_loss: 19.3444 - output10_loss: 19.1563 - output11_loss: 20.7856 - output12_loss: 16.8840 - output13_loss: 25.9902 - output14_loss: 18.5691 - output15_loss: 28.5859 - output16_loss: 20.7684 - output17_loss: 22.3113 - output18_loss: 14.1886 - output19_loss: 11.2008 - output20_loss: 12.8668 - output21_loss: 29.9235 - output22_loss: 22.4416 - output23_loss: 15.4435 - output24_loss: 21.7224 - output25_loss: 27.9266 - output26_loss: 14.5914 - output27_loss: 28.9357 - output28_loss: 21.7313 - output29_loss: 28.6679 - output00_mean_squared_error: 12.4146 - output01_mean_squared_error: 14.0729 - output02_mean_squared_error: 22.2278 - output03_mean_squared_error: 32.6279 - output04_mean_squared_error: 27.2393 - output05_mean_squared_error: 18.5192 - output06_mean_squared_error: 21.0969 - output07_mean_squared_error: 23.0462 - output08_mean_squared_error: 14.3923 - output09_mean_squared_error: 19.3444 - output10_mean_squared_error: 19.1563 - output11_mean_squared_error: 20.7856 - output12_mean_squared_error: 16.8840 - output13_mean_squared_error: 25.9902 - output14_mean_squared_error: 18.5691 - output15_mean_squared_error: 28.5859 - output16_mean_squared_error: 20.7684 - output17_mean_squared_error: 22.3113 - output18_mean_squared_error: 14.1886 - output19_mean_squared_error: 11.2008 - output20_mean_squared_error: 12.8668 - output21_mean_squared_error: 29.9235 - output22_mean_squared_error: 22.4416 - output23_mean_squared_error: 15.4435 - output24_mean_squared_error: 21.7224 - output25_mean_squared_error: 27.9266 - output26_mean_squared_error: 14.5914 - output27_mean_squared_error: 28.9357 - output28_mean_squared_error: 21.7313 - output29_mean_squared_error: 28.6679 Epoch 1204/2000 121/121 [==============================] - 0s 938us/step - loss: 627.6072 - output00_loss: 12.4145 - output01_loss: 14.0703 - output02_loss: 22.2248 - output03_loss: 32.6257 - output04_loss: 27.2341 - output05_loss: 18.5187 - output06_loss: 21.0916 - output07_loss: 23.0417 - output08_loss: 14.3910 - output09_loss: 19.3434 - output10_loss: 19.1559 - output11_loss: 20.7854 - output12_loss: 16.8827 - output13_loss: 25.9870 - output14_loss: 18.5658 - output15_loss: 28.5823 - output16_loss: 20.7683 - output17_loss: 22.3087 - output18_loss: 14.1883 - output19_loss: 11.1984 - output20_loss: 12.8632 - output21_loss: 29.9218 - output22_loss: 22.4408 - output23_loss: 15.4433 - output24_loss: 21.7209 - output25_loss: 27.9260 - output26_loss: 14.5912 - output27_loss: 28.9339 - output28_loss: 21.7269 - output29_loss: 28.6610 - output00_mean_squared_error: 12.4145 - output01_mean_squared_error: 14.0703 - output02_mean_squared_error: 22.2248 - output03_mean_squared_error: 32.6257 - output04_mean_squared_error: 27.2341 - output05_mean_squared_error: 18.5187 - output06_mean_squared_error: 21.0916 - output07_mean_squared_error: 23.0417 - output08_mean_squared_error: 14.3910 - output09_mean_squared_error: 19.3434 - output10_mean_squared_error: 19.1559 - output11_mean_squared_error: 20.7854 - output12_mean_squared_error: 16.8827 - output13_mean_squared_error: 25.9870 - output14_mean_squared_error: 18.5658 - output15_mean_squared_error: 28.5823 - output16_mean_squared_error: 20.7683 - output17_mean_squared_error: 22.3087 - output18_mean_squared_error: 14.1883 - output19_mean_squared_error: 11.1984 - output20_mean_squared_error: 12.8632 - output21_mean_squared_error: 29.9218 - output22_mean_squared_error: 22.4408 - output23_mean_squared_error: 15.4433 - output24_mean_squared_error: 21.7209 - output25_mean_squared_error: 27.9260 - output26_mean_squared_error: 14.5912 - output27_mean_squared_error: 28.9339 - output28_mean_squared_error: 21.7269 - output29_mean_squared_error: 28.6610 Epoch 1205/2000 121/121 [==============================] - 0s 1ms/step - loss: 627.5427 - output00_loss: 12.4143 - output01_loss: 14.0678 - output02_loss: 22.2218 - output03_loss: 32.6236 - output04_loss: 27.2289 - output05_loss: 18.5183 - output06_loss: 21.0864 - output07_loss: 23.0372 - output08_loss: 14.3897 - output09_loss: 19.3424 - output10_loss: 19.1556 - output11_loss: 20.7852 - output12_loss: 16.8814 - output13_loss: 25.9838 - output14_loss: 18.5626 - output15_loss: 28.5788 - output16_loss: 20.7682 - output17_loss: 22.3062 - output18_loss: 14.1880 - output19_loss: 11.1959 - output20_loss: 12.8597 - output21_loss: 29.9200 - output22_loss: 22.4399 - output23_loss: 15.4430 - output24_loss: 21.7194 - output25_loss: 27.9253 - output26_loss: 14.5909 - output27_loss: 28.9321 - output28_loss: 21.7224 - output29_loss: 28.6540 - output00_mean_squared_error: 12.4143 - output01_mean_squared_error: 14.0678 - output02_mean_squared_error: 22.2218 - output03_mean_squared_error: 32.6236 - output04_mean_squared_error: 27.2289 - output05_mean_squared_error: 18.5183 - output06_mean_squared_error: 21.0864 - output07_mean_squared_error: 23.0372 - output08_mean_squared_error: 14.3897 - output09_mean_squared_error: 19.3424 - output10_mean_squared_error: 19.1556 - output11_mean_squared_error: 20.7852 - output12_mean_squared_error: 16.8814 - output13_mean_squared_error: 25.9838 - output14_mean_squared_error: 18.5626 - output15_mean_squared_error: 28.5788 - output16_mean_squared_error: 20.7682 - output17_mean_squared_error: 22.3062 - output18_mean_squared_error: 14.1880 - output19_mean_squared_error: 11.1959 - output20_mean_squared_error: 12.8597 - output21_mean_squared_error: 29.9200 - output22_mean_squared_error: 22.4399 - output23_mean_squared_error: 15.4430 - output24_mean_squared_error: 21.7194 - output25_mean_squared_error: 27.9253 - output26_mean_squared_error: 14.5909 - output27_mean_squared_error: 28.9321 - output28_mean_squared_error: 21.7224 - output29_mean_squared_error: 28.6540 Epoch 1206/2000 121/121 [==============================] - 0s 629us/step - loss: 627.4781 - output00_loss: 12.4141 - output01_loss: 14.0652 - output02_loss: 22.2188 - output03_loss: 32.6215 - output04_loss: 27.2238 - output05_loss: 18.5179 - output06_loss: 21.0812 - output07_loss: 23.0328 - output08_loss: 14.3884 - output09_loss: 19.3415 - output10_loss: 19.1552 - output11_loss: 20.7850 - output12_loss: 16.8801 - output13_loss: 25.9806 - output14_loss: 18.5593 - output15_loss: 28.5752 - output16_loss: 20.7680 - output17_loss: 22.3036 - output18_loss: 14.1877 - output19_loss: 11.1935 - output20_loss: 12.8562 - output21_loss: 29.9183 - output22_loss: 22.4391 - output23_loss: 15.4427 - output24_loss: 21.7179 - output25_loss: 27.9247 - output26_loss: 14.5906 - output27_loss: 28.9303 - output28_loss: 21.7180 - output29_loss: 28.6471 - output00_mean_squared_error: 12.4141 - output01_mean_squared_error: 14.0652 - output02_mean_squared_error: 22.2188 - output03_mean_squared_error: 32.6215 - output04_mean_squared_error: 27.2238 - output05_mean_squared_error: 18.5179 - output06_mean_squared_error: 21.0812 - output07_mean_squared_error: 23.0328 - output08_mean_squared_error: 14.3884 - output09_mean_squared_error: 19.3415 - output10_mean_squared_error: 19.1552 - output11_mean_squared_error: 20.7850 - output12_mean_squared_error: 16.8801 - output13_mean_squared_error: 25.9806 - output14_mean_squared_error: 18.5593 - output15_mean_squared_error: 28.5752 - output16_mean_squared_error: 20.7680 - output17_mean_squared_error: 22.3036 - output18_mean_squared_error: 14.1877 - output19_mean_squared_error: 11.1935 - output20_mean_squared_error: 12.8562 - output21_mean_squared_error: 29.9183 - output22_mean_squared_error: 22.4391 - output23_mean_squared_error: 15.4427 - output24_mean_squared_error: 21.7179 - output25_mean_squared_error: 27.9247 - output26_mean_squared_error: 14.5906 - output27_mean_squared_error: 28.9303 - output28_mean_squared_error: 21.7180 - output29_mean_squared_error: 28.6471 Epoch 1207/2000 121/121 [==============================] - 0s 459us/step - loss: 627.4138 - output00_loss: 12.4140 - output01_loss: 14.0627 - output02_loss: 22.2159 - output03_loss: 32.6194 - output04_loss: 27.2186 - output05_loss: 18.5175 - output06_loss: 21.0760 - output07_loss: 23.0283 - output08_loss: 14.3871 - output09_loss: 19.3405 - output10_loss: 19.1549 - output11_loss: 20.7848 - output12_loss: 16.8788 - output13_loss: 25.9774 - output14_loss: 18.5561 - output15_loss: 28.5717 - output16_loss: 20.7679 - output17_loss: 22.3011 - output18_loss: 14.1874 - output19_loss: 11.1910 - output20_loss: 12.8526 - output21_loss: 29.9165 - output22_loss: 22.4383 - output23_loss: 15.4424 - output24_loss: 21.7164 - output25_loss: 27.9240 - output26_loss: 14.5904 - output27_loss: 28.9285 - output28_loss: 21.7136 - output29_loss: 28.6402 - output00_mean_squared_error: 12.4140 - output01_mean_squared_error: 14.0627 - output02_mean_squared_error: 22.2159 - output03_mean_squared_error: 32.6194 - output04_mean_squared_error: 27.2186 - output05_mean_squared_error: 18.5175 - output06_mean_squared_error: 21.0760 - output07_mean_squared_error: 23.0283 - output08_mean_squared_error: 14.3871 - output09_mean_squared_error: 19.3405 - output10_mean_squared_error: 19.1549 - output11_mean_squared_error: 20.7848 - output12_mean_squared_error: 16.8788 - output13_mean_squared_error: 25.9774 - output14_mean_squared_error: 18.5561 - output15_mean_squared_error: 28.5717 - output16_mean_squared_error: 20.7679 - output17_mean_squared_error: 22.3011 - output18_mean_squared_error: 14.1874 - output19_mean_squared_error: 11.1910 - output20_mean_squared_error: 12.8526 - output21_mean_squared_error: 29.9165 - output22_mean_squared_error: 22.4383 - output23_mean_squared_error: 15.4424 - output24_mean_squared_error: 21.7164 - output25_mean_squared_error: 27.9240 - output26_mean_squared_error: 14.5904 - output27_mean_squared_error: 28.9285 - output28_mean_squared_error: 21.7136 - output29_mean_squared_error: 28.6402 Epoch 1208/2000 121/121 [==============================] - 0s 833us/step - loss: 627.3496 - output00_loss: 12.4138 - output01_loss: 14.0602 - output02_loss: 22.2129 - output03_loss: 32.6172 - output04_loss: 27.2135 - output05_loss: 18.5170 - output06_loss: 21.0708 - output07_loss: 23.0239 - output08_loss: 14.3859 - output09_loss: 19.3395 - output10_loss: 19.1546 - output11_loss: 20.7846 - output12_loss: 16.8775 - output13_loss: 25.9742 - output14_loss: 18.5529 - output15_loss: 28.5681 - output16_loss: 20.7677 - output17_loss: 22.2986 - output18_loss: 14.1871 - output19_loss: 11.1885 - output20_loss: 12.8491 - output21_loss: 29.9148 - output22_loss: 22.4375 - output23_loss: 15.4422 - output24_loss: 21.7149 - output25_loss: 27.9234 - output26_loss: 14.5901 - output27_loss: 28.9267 - output28_loss: 21.7092 - output29_loss: 28.6333 - output00_mean_squared_error: 12.4138 - output01_mean_squared_error: 14.0602 - output02_mean_squared_error: 22.2129 - output03_mean_squared_error: 32.6172 - output04_mean_squared_error: 27.2135 - output05_mean_squared_error: 18.5170 - output06_mean_squared_error: 21.0708 - output07_mean_squared_error: 23.0239 - output08_mean_squared_error: 14.3859 - output09_mean_squared_error: 19.3395 - output10_mean_squared_error: 19.1546 - output11_mean_squared_error: 20.7846 - output12_mean_squared_error: 16.8775 - output13_mean_squared_error: 25.9742 - output14_mean_squared_error: 18.5529 - output15_mean_squared_error: 28.5681 - output16_mean_squared_error: 20.7677 - output17_mean_squared_error: 22.2986 - output18_mean_squared_error: 14.1871 - output19_mean_squared_error: 11.1885 - output20_mean_squared_error: 12.8491 - output21_mean_squared_error: 29.9148 - output22_mean_squared_error: 22.4375 - output23_mean_squared_error: 15.4422 - output24_mean_squared_error: 21.7149 - output25_mean_squared_error: 27.9234 - output26_mean_squared_error: 14.5901 - output27_mean_squared_error: 28.9267 - output28_mean_squared_error: 21.7092 - output29_mean_squared_error: 28.6333 Epoch 1209/2000 121/121 [==============================] - 0s 677us/step - loss: 627.2856 - output00_loss: 12.4137 - output01_loss: 14.0577 - output02_loss: 22.2100 - output03_loss: 32.6151 - output04_loss: 27.2083 - output05_loss: 18.5166 - output06_loss: 21.0656 - output07_loss: 23.0194 - output08_loss: 14.3846 - output09_loss: 19.3386 - output10_loss: 19.1542 - output11_loss: 20.7844 - output12_loss: 16.8762 - output13_loss: 25.9710 - output14_loss: 18.5496 - output15_loss: 28.5646 - output16_loss: 20.7676 - output17_loss: 22.2960 - output18_loss: 14.1868 - output19_loss: 11.1861 - output20_loss: 12.8456 - output21_loss: 29.9131 - output22_loss: 22.4366 - output23_loss: 15.4419 - output24_loss: 21.7135 - output25_loss: 27.9227 - output26_loss: 14.5898 - output27_loss: 28.9249 - output28_loss: 21.7047 - output29_loss: 28.6264 - output00_mean_squared_error: 12.4137 - output01_mean_squared_error: 14.0577 - output02_mean_squared_error: 22.2100 - output03_mean_squared_error: 32.6151 - output04_mean_squared_error: 27.2083 - output05_mean_squared_error: 18.5166 - output06_mean_squared_error: 21.0656 - output07_mean_squared_error: 23.0194 - output08_mean_squared_error: 14.3846 - output09_mean_squared_error: 19.3386 - output10_mean_squared_error: 19.1542 - output11_mean_squared_error: 20.7844 - output12_mean_squared_error: 16.8762 - output13_mean_squared_error: 25.9710 - output14_mean_squared_error: 18.5496 - output15_mean_squared_error: 28.5646 - output16_mean_squared_error: 20.7676 - output17_mean_squared_error: 22.2960 - output18_mean_squared_error: 14.1868 - output19_mean_squared_error: 11.1861 - output20_mean_squared_error: 12.8456 - output21_mean_squared_error: 29.9131 - output22_mean_squared_error: 22.4366 - output23_mean_squared_error: 15.4419 - output24_mean_squared_error: 21.7135 - output25_mean_squared_error: 27.9227 - output26_mean_squared_error: 14.5898 - output27_mean_squared_error: 28.9249 - output28_mean_squared_error: 21.7047 - output29_mean_squared_error: 28.6264 Epoch 1210/2000 121/121 [==============================] - 0s 504us/step - loss: 627.2217 - output00_loss: 12.4135 - output01_loss: 14.0552 - output02_loss: 22.2070 - output03_loss: 32.6130 - output04_loss: 27.2032 - output05_loss: 18.5162 - output06_loss: 21.0605 - output07_loss: 23.0150 - output08_loss: 14.3833 - output09_loss: 19.3376 - output10_loss: 19.1539 - output11_loss: 20.7843 - output12_loss: 16.8749 - output13_loss: 25.9679 - output14_loss: 18.5464 - output15_loss: 28.5611 - output16_loss: 20.7675 - output17_loss: 22.2935 - output18_loss: 14.1865 - output19_loss: 11.1836 - output20_loss: 12.8421 - output21_loss: 29.9114 - output22_loss: 22.4358 - output23_loss: 15.4416 - output24_loss: 21.7120 - output25_loss: 27.9221 - output26_loss: 14.5896 - output27_loss: 28.9231 - output28_loss: 21.7003 - output29_loss: 28.6196 - output00_mean_squared_error: 12.4135 - output01_mean_squared_error: 14.0552 - output02_mean_squared_error: 22.2070 - output03_mean_squared_error: 32.6130 - output04_mean_squared_error: 27.2032 - output05_mean_squared_error: 18.5162 - output06_mean_squared_error: 21.0605 - output07_mean_squared_error: 23.0150 - output08_mean_squared_error: 14.3833 - output09_mean_squared_error: 19.3376 - output10_mean_squared_error: 19.1539 - output11_mean_squared_error: 20.7843 - output12_mean_squared_error: 16.8749 - output13_mean_squared_error: 25.9679 - output14_mean_squared_error: 18.5464 - output15_mean_squared_error: 28.5611 - output16_mean_squared_error: 20.7675 - output17_mean_squared_error: 22.2935 - output18_mean_squared_error: 14.1865 - output19_mean_squared_error: 11.1836 - output20_mean_squared_error: 12.8421 - output21_mean_squared_error: 29.9114 - output22_mean_squared_error: 22.4358 - output23_mean_squared_error: 15.4416 - output24_mean_squared_error: 21.7120 - output25_mean_squared_error: 27.9221 - output26_mean_squared_error: 14.5896 - output27_mean_squared_error: 28.9231 - output28_mean_squared_error: 21.7003 - output29_mean_squared_error: 28.6196 Epoch 1211/2000 121/121 [==============================] - 0s 673us/step - loss: 627.1578 - output00_loss: 12.4134 - output01_loss: 14.0527 - output02_loss: 22.2041 - output03_loss: 32.6110 - output04_loss: 27.1981 - output05_loss: 18.5158 - output06_loss: 21.0553 - output07_loss: 23.0106 - output08_loss: 14.3821 - output09_loss: 19.3366 - output10_loss: 19.1535 - output11_loss: 20.7841 - output12_loss: 16.8736 - output13_loss: 25.9647 - output14_loss: 18.5432 - output15_loss: 28.5576 - output16_loss: 20.7673 - output17_loss: 22.2910 - output18_loss: 14.1862 - output19_loss: 11.1812 - output20_loss: 12.8386 - output21_loss: 29.9097 - output22_loss: 22.4350 - output23_loss: 15.4414 - output24_loss: 21.7105 - output25_loss: 27.9214 - output26_loss: 14.5893 - output27_loss: 28.9213 - output28_loss: 21.6959 - output29_loss: 28.6127 - output00_mean_squared_error: 12.4134 - output01_mean_squared_error: 14.0527 - output02_mean_squared_error: 22.2041 - output03_mean_squared_error: 32.6110 - output04_mean_squared_error: 27.1981 - output05_mean_squared_error: 18.5158 - output06_mean_squared_error: 21.0553 - output07_mean_squared_error: 23.0106 - output08_mean_squared_error: 14.3821 - output09_mean_squared_error: 19.3366 - output10_mean_squared_error: 19.1535 - output11_mean_squared_error: 20.7841 - output12_mean_squared_error: 16.8736 - output13_mean_squared_error: 25.9647 - output14_mean_squared_error: 18.5432 - output15_mean_squared_error: 28.5576 - output16_mean_squared_error: 20.7673 - output17_mean_squared_error: 22.2910 - output18_mean_squared_error: 14.1862 - output19_mean_squared_error: 11.1812 - output20_mean_squared_error: 12.8386 - output21_mean_squared_error: 29.9097 - output22_mean_squared_error: 22.4350 - output23_mean_squared_error: 15.4414 - output24_mean_squared_error: 21.7105 - output25_mean_squared_error: 27.9214 - output26_mean_squared_error: 14.5893 - output27_mean_squared_error: 28.9213 - output28_mean_squared_error: 21.6959 - output29_mean_squared_error: 28.6127 Epoch 1212/2000 121/121 [==============================] - 0s 2ms/step - loss: 627.0941 - output00_loss: 12.4132 - output01_loss: 14.0502 - output02_loss: 22.2012 - output03_loss: 32.6089 - output04_loss: 27.1930 - output05_loss: 18.5153 - output06_loss: 21.0501 - output07_loss: 23.0061 - output08_loss: 14.3808 - output09_loss: 19.3357 - output10_loss: 19.1532 - output11_loss: 20.7839 - output12_loss: 16.8723 - output13_loss: 25.9615 - output14_loss: 18.5400 - output15_loss: 28.5541 - output16_loss: 20.7672 - output17_loss: 22.2885 - output18_loss: 14.1859 - output19_loss: 11.1788 - output20_loss: 12.8352 - output21_loss: 29.9080 - output22_loss: 22.4342 - output23_loss: 15.4411 - output24_loss: 21.7091 - output25_loss: 27.9208 - output26_loss: 14.5891 - output27_loss: 28.9195 - output28_loss: 21.6915 - output29_loss: 28.6059 - output00_mean_squared_error: 12.4132 - output01_mean_squared_error: 14.0502 - output02_mean_squared_error: 22.2012 - output03_mean_squared_error: 32.6089 - output04_mean_squared_error: 27.1930 - output05_mean_squared_error: 18.5153 - output06_mean_squared_error: 21.0501 - output07_mean_squared_error: 23.0061 - output08_mean_squared_error: 14.3808 - output09_mean_squared_error: 19.3357 - output10_mean_squared_error: 19.1532 - output11_mean_squared_error: 20.7839 - output12_mean_squared_error: 16.8723 - output13_mean_squared_error: 25.9615 - output14_mean_squared_error: 18.5400 - output15_mean_squared_error: 28.5541 - output16_mean_squared_error: 20.7672 - output17_mean_squared_error: 22.2885 - output18_mean_squared_error: 14.1859 - output19_mean_squared_error: 11.1788 - output20_mean_squared_error: 12.8352 - output21_mean_squared_error: 29.9080 - output22_mean_squared_error: 22.4342 - output23_mean_squared_error: 15.4411 - output24_mean_squared_error: 21.7091 - output25_mean_squared_error: 27.9208 - output26_mean_squared_error: 14.5891 - output27_mean_squared_error: 28.9195 - output28_mean_squared_error: 21.6915 - output29_mean_squared_error: 28.6059 Epoch 1213/2000 121/121 [==============================] - 0s 1ms/step - loss: 627.0305 - output00_loss: 12.4131 - output01_loss: 14.0477 - output02_loss: 22.1982 - output03_loss: 32.6068 - output04_loss: 27.1879 - output05_loss: 18.5149 - output06_loss: 21.0450 - output07_loss: 23.0017 - output08_loss: 14.3796 - output09_loss: 19.3347 - output10_loss: 19.1529 - output11_loss: 20.7837 - output12_loss: 16.8710 - output13_loss: 25.9584 - output14_loss: 18.5368 - output15_loss: 28.5506 - output16_loss: 20.7670 - output17_loss: 22.2860 - output18_loss: 14.1856 - output19_loss: 11.1763 - output20_loss: 12.8317 - output21_loss: 29.9063 - output22_loss: 22.4334 - output23_loss: 15.4408 - output24_loss: 21.7076 - output25_loss: 27.9202 - output26_loss: 14.5888 - output27_loss: 28.9177 - output28_loss: 21.6872 - output29_loss: 28.5990 - output00_mean_squared_error: 12.4131 - output01_mean_squared_error: 14.0477 - output02_mean_squared_error: 22.1982 - output03_mean_squared_error: 32.6068 - output04_mean_squared_error: 27.1879 - output05_mean_squared_error: 18.5149 - output06_mean_squared_error: 21.0450 - output07_mean_squared_error: 23.0017 - output08_mean_squared_error: 14.3796 - output09_mean_squared_error: 19.3347 - output10_mean_squared_error: 19.1529 - output11_mean_squared_error: 20.7837 - output12_mean_squared_error: 16.8710 - output13_mean_squared_error: 25.9584 - output14_mean_squared_error: 18.5368 - output15_mean_squared_error: 28.5506 - output16_mean_squared_error: 20.7670 - output17_mean_squared_error: 22.2860 - output18_mean_squared_error: 14.1856 - output19_mean_squared_error: 11.1763 - output20_mean_squared_error: 12.8317 - output21_mean_squared_error: 29.9063 - output22_mean_squared_error: 22.4334 - output23_mean_squared_error: 15.4408 - output24_mean_squared_error: 21.7076 - output25_mean_squared_error: 27.9202 - output26_mean_squared_error: 14.5888 - output27_mean_squared_error: 28.9177 - output28_mean_squared_error: 21.6872 - output29_mean_squared_error: 28.5990 Epoch 1214/2000 121/121 [==============================] - 0s 2ms/step - loss: 626.9672 - output00_loss: 12.4130 - output01_loss: 14.0452 - output02_loss: 22.1953 - output03_loss: 32.6047 - output04_loss: 27.1828 - output05_loss: 18.5145 - output06_loss: 21.0399 - output07_loss: 22.9974 - output08_loss: 14.3783 - output09_loss: 19.3338 - output10_loss: 19.1525 - output11_loss: 20.7836 - output12_loss: 16.8697 - output13_loss: 25.9552 - output14_loss: 18.5336 - output15_loss: 28.5471 - output16_loss: 20.7669 - output17_loss: 22.2835 - output18_loss: 14.1853 - output19_loss: 11.1739 - output20_loss: 12.8282 - output21_loss: 29.9046 - output22_loss: 22.4326 - output23_loss: 15.4406 - output24_loss: 21.7062 - output25_loss: 27.9195 - output26_loss: 14.5886 - output27_loss: 28.9159 - output28_loss: 21.6828 - output29_loss: 28.5922 - output00_mean_squared_error: 12.4130 - output01_mean_squared_error: 14.0452 - output02_mean_squared_error: 22.1953 - output03_mean_squared_error: 32.6047 - output04_mean_squared_error: 27.1828 - output05_mean_squared_error: 18.5145 - output06_mean_squared_error: 21.0399 - output07_mean_squared_error: 22.9974 - output08_mean_squared_error: 14.3783 - output09_mean_squared_error: 19.3338 - output10_mean_squared_error: 19.1525 - output11_mean_squared_error: 20.7836 - output12_mean_squared_error: 16.8697 - output13_mean_squared_error: 25.9552 - output14_mean_squared_error: 18.5336 - output15_mean_squared_error: 28.5471 - output16_mean_squared_error: 20.7669 - output17_mean_squared_error: 22.2835 - output18_mean_squared_error: 14.1853 - output19_mean_squared_error: 11.1739 - output20_mean_squared_error: 12.8282 - output21_mean_squared_error: 29.9046 - output22_mean_squared_error: 22.4326 - output23_mean_squared_error: 15.4406 - output24_mean_squared_error: 21.7062 - output25_mean_squared_error: 27.9195 - output26_mean_squared_error: 14.5886 - output27_mean_squared_error: 28.9159 - output28_mean_squared_error: 21.6828 - output29_mean_squared_error: 28.5922 Epoch 1215/2000 121/121 [==============================] - 0s 1ms/step - loss: 626.9039 - output00_loss: 12.4128 - output01_loss: 14.0427 - output02_loss: 22.1924 - output03_loss: 32.6027 - output04_loss: 27.1777 - output05_loss: 18.5141 - output06_loss: 21.0347 - output07_loss: 22.9930 - output08_loss: 14.3771 - output09_loss: 19.3328 - output10_loss: 19.1522 - output11_loss: 20.7834 - output12_loss: 16.8685 - output13_loss: 25.9521 - output14_loss: 18.5304 - output15_loss: 28.5436 - output16_loss: 20.7668 - output17_loss: 22.2810 - output18_loss: 14.1851 - output19_loss: 11.1714 - output20_loss: 12.8248 - output21_loss: 29.9029 - output22_loss: 22.4318 - output23_loss: 15.4403 - output24_loss: 21.7047 - output25_loss: 27.9189 - output26_loss: 14.5883 - output27_loss: 28.9142 - output28_loss: 21.6784 - output29_loss: 28.5854 - output00_mean_squared_error: 12.4128 - output01_mean_squared_error: 14.0427 - output02_mean_squared_error: 22.1924 - output03_mean_squared_error: 32.6027 - output04_mean_squared_error: 27.1777 - output05_mean_squared_error: 18.5141 - output06_mean_squared_error: 21.0347 - output07_mean_squared_error: 22.9930 - output08_mean_squared_error: 14.3771 - output09_mean_squared_error: 19.3328 - output10_mean_squared_error: 19.1522 - output11_mean_squared_error: 20.7834 - output12_mean_squared_error: 16.8685 - output13_mean_squared_error: 25.9521 - output14_mean_squared_error: 18.5304 - output15_mean_squared_error: 28.5436 - output16_mean_squared_error: 20.7668 - output17_mean_squared_error: 22.2810 - output18_mean_squared_error: 14.1851 - output19_mean_squared_error: 11.1714 - output20_mean_squared_error: 12.8248 - output21_mean_squared_error: 29.9029 - output22_mean_squared_error: 22.4318 - output23_mean_squared_error: 15.4403 - output24_mean_squared_error: 21.7047 - output25_mean_squared_error: 27.9189 - output26_mean_squared_error: 14.5883 - output27_mean_squared_error: 28.9142 - output28_mean_squared_error: 21.6784 - output29_mean_squared_error: 28.5854 Epoch 1216/2000 121/121 [==============================] - 0s 917us/step - loss: 626.8409 - output00_loss: 12.4127 - output01_loss: 14.0402 - output02_loss: 22.1895 - output03_loss: 32.6006 - output04_loss: 27.1726 - output05_loss: 18.5137 - output06_loss: 21.0296 - output07_loss: 22.9886 - output08_loss: 14.3759 - output09_loss: 19.3319 - output10_loss: 19.1519 - output11_loss: 20.7832 - output12_loss: 16.8672 - output13_loss: 25.9490 - output14_loss: 18.5272 - output15_loss: 28.5401 - output16_loss: 20.7666 - output17_loss: 22.2785 - output18_loss: 14.1848 - output19_loss: 11.1690 - output20_loss: 12.8213 - output21_loss: 29.9012 - output22_loss: 22.4310 - output23_loss: 15.4401 - output24_loss: 21.7033 - output25_loss: 27.9183 - output26_loss: 14.5880 - output27_loss: 28.9124 - output28_loss: 21.6741 - output29_loss: 28.5786 - output00_mean_squared_error: 12.4127 - output01_mean_squared_error: 14.0402 - output02_mean_squared_error: 22.1895 - output03_mean_squared_error: 32.6006 - output04_mean_squared_error: 27.1726 - output05_mean_squared_error: 18.5137 - output06_mean_squared_error: 21.0296 - output07_mean_squared_error: 22.9886 - output08_mean_squared_error: 14.3759 - output09_mean_squared_error: 19.3319 - output10_mean_squared_error: 19.1519 - output11_mean_squared_error: 20.7832 - output12_mean_squared_error: 16.8672 - output13_mean_squared_error: 25.9490 - output14_mean_squared_error: 18.5272 - output15_mean_squared_error: 28.5401 - output16_mean_squared_error: 20.7666 - output17_mean_squared_error: 22.2785 - output18_mean_squared_error: 14.1848 - output19_mean_squared_error: 11.1690 - output20_mean_squared_error: 12.8213 - output21_mean_squared_error: 29.9012 - output22_mean_squared_error: 22.4310 - output23_mean_squared_error: 15.4401 - output24_mean_squared_error: 21.7033 - output25_mean_squared_error: 27.9183 - output26_mean_squared_error: 14.5880 - output27_mean_squared_error: 28.9124 - output28_mean_squared_error: 21.6741 - output29_mean_squared_error: 28.5786 Epoch 1217/2000 121/121 [==============================] - 0s 531us/step - loss: 626.7777 - output00_loss: 12.4125 - output01_loss: 14.0377 - output02_loss: 22.1866 - output03_loss: 32.5986 - output04_loss: 27.1676 - output05_loss: 18.5133 - output06_loss: 21.0245 - output07_loss: 22.9842 - output08_loss: 14.3746 - output09_loss: 19.3309 - output10_loss: 19.1515 - output11_loss: 20.7830 - output12_loss: 16.8659 - output13_loss: 25.9458 - output14_loss: 18.5241 - output15_loss: 28.5366 - output16_loss: 20.7665 - output17_loss: 22.2760 - output18_loss: 14.1845 - output19_loss: 11.1666 - output20_loss: 12.8179 - output21_loss: 29.8995 - output22_loss: 22.4302 - output23_loss: 15.4398 - output24_loss: 21.7018 - output25_loss: 27.9176 - output26_loss: 14.5878 - output27_loss: 28.9106 - output28_loss: 21.6697 - output29_loss: 28.5718 - output00_mean_squared_error: 12.4125 - output01_mean_squared_error: 14.0377 - output02_mean_squared_error: 22.1866 - output03_mean_squared_error: 32.5986 - output04_mean_squared_error: 27.1676 - output05_mean_squared_error: 18.5133 - output06_mean_squared_error: 21.0245 - output07_mean_squared_error: 22.9842 - output08_mean_squared_error: 14.3746 - output09_mean_squared_error: 19.3309 - output10_mean_squared_error: 19.1515 - output11_mean_squared_error: 20.7830 - output12_mean_squared_error: 16.8659 - output13_mean_squared_error: 25.9458 - output14_mean_squared_error: 18.5241 - output15_mean_squared_error: 28.5366 - output16_mean_squared_error: 20.7665 - output17_mean_squared_error: 22.2760 - output18_mean_squared_error: 14.1845 - output19_mean_squared_error: 11.1666 - output20_mean_squared_error: 12.8179 - output21_mean_squared_error: 29.8995 - output22_mean_squared_error: 22.4302 - output23_mean_squared_error: 15.4398 - output24_mean_squared_error: 21.7018 - output25_mean_squared_error: 27.9176 - output26_mean_squared_error: 14.5878 - output27_mean_squared_error: 28.9106 - output28_mean_squared_error: 21.6697 - output29_mean_squared_error: 28.5718 Epoch 1218/2000 121/121 [==============================] - 0s 818us/step - loss: 626.7148 - output00_loss: 12.4124 - output01_loss: 14.0352 - output02_loss: 22.1837 - output03_loss: 32.5965 - output04_loss: 27.1625 - output05_loss: 18.5129 - output06_loss: 21.0194 - output07_loss: 22.9798 - output08_loss: 14.3734 - output09_loss: 19.3300 - output10_loss: 19.1512 - output11_loss: 20.7829 - output12_loss: 16.8647 - output13_loss: 25.9427 - output14_loss: 18.5209 - output15_loss: 28.5331 - output16_loss: 20.7664 - output17_loss: 22.2736 - output18_loss: 14.1842 - output19_loss: 11.1642 - output20_loss: 12.8144 - output21_loss: 29.8978 - output22_loss: 22.4294 - output23_loss: 15.4395 - output24_loss: 21.7004 - output25_loss: 27.9170 - output26_loss: 14.5876 - output27_loss: 28.9089 - output28_loss: 21.6654 - output29_loss: 28.5650 - output00_mean_squared_error: 12.4124 - output01_mean_squared_error: 14.0352 - output02_mean_squared_error: 22.1837 - output03_mean_squared_error: 32.5965 - output04_mean_squared_error: 27.1625 - output05_mean_squared_error: 18.5129 - output06_mean_squared_error: 21.0194 - output07_mean_squared_error: 22.9798 - output08_mean_squared_error: 14.3734 - output09_mean_squared_error: 19.3300 - output10_mean_squared_error: 19.1512 - output11_mean_squared_error: 20.7829 - output12_mean_squared_error: 16.8647 - output13_mean_squared_error: 25.9427 - output14_mean_squared_error: 18.5209 - output15_mean_squared_error: 28.5331 - output16_mean_squared_error: 20.7664 - output17_mean_squared_error: 22.2736 - output18_mean_squared_error: 14.1842 - output19_mean_squared_error: 11.1642 - output20_mean_squared_error: 12.8144 - output21_mean_squared_error: 29.8978 - output22_mean_squared_error: 22.4294 - output23_mean_squared_error: 15.4395 - output24_mean_squared_error: 21.7004 - output25_mean_squared_error: 27.9170 - output26_mean_squared_error: 14.5876 - output27_mean_squared_error: 28.9089 - output28_mean_squared_error: 21.6654 - output29_mean_squared_error: 28.5650 Epoch 1219/2000 121/121 [==============================] - 0s 876us/step - loss: 626.6521 - output00_loss: 12.4122 - output01_loss: 14.0328 - output02_loss: 22.1808 - output03_loss: 32.5945 - output04_loss: 27.1575 - output05_loss: 18.5124 - output06_loss: 21.0143 - output07_loss: 22.9755 - output08_loss: 14.3722 - output09_loss: 19.3291 - output10_loss: 19.1509 - output11_loss: 20.7827 - output12_loss: 16.8634 - output13_loss: 25.9396 - output14_loss: 18.5177 - output15_loss: 28.5297 - output16_loss: 20.7662 - output17_loss: 22.2711 - output18_loss: 14.1839 - output19_loss: 11.1617 - output20_loss: 12.8110 - output21_loss: 29.8961 - output22_loss: 22.4286 - output23_loss: 15.4393 - output24_loss: 21.6990 - output25_loss: 27.9164 - output26_loss: 14.5873 - output27_loss: 28.9071 - output28_loss: 21.6610 - output29_loss: 28.5582 - output00_mean_squared_error: 12.4122 - output01_mean_squared_error: 14.0328 - output02_mean_squared_error: 22.1808 - output03_mean_squared_error: 32.5945 - output04_mean_squared_error: 27.1575 - output05_mean_squared_error: 18.5124 - output06_mean_squared_error: 21.0143 - output07_mean_squared_error: 22.9755 - output08_mean_squared_error: 14.3722 - output09_mean_squared_error: 19.3291 - output10_mean_squared_error: 19.1509 - output11_mean_squared_error: 20.7827 - output12_mean_squared_error: 16.8634 - output13_mean_squared_error: 25.9396 - output14_mean_squared_error: 18.5177 - output15_mean_squared_error: 28.5297 - output16_mean_squared_error: 20.7662 - output17_mean_squared_error: 22.2711 - output18_mean_squared_error: 14.1839 - output19_mean_squared_error: 11.1617 - output20_mean_squared_error: 12.8110 - output21_mean_squared_error: 29.8961 - output22_mean_squared_error: 22.4286 - output23_mean_squared_error: 15.4393 - output24_mean_squared_error: 21.6990 - output25_mean_squared_error: 27.9164 - output26_mean_squared_error: 14.5873 - output27_mean_squared_error: 28.9071 - output28_mean_squared_error: 21.6610 - output29_mean_squared_error: 28.5582 Epoch 1220/2000 121/121 [==============================] - 0s 848us/step - loss: 626.5895 - output00_loss: 12.4121 - output01_loss: 14.0303 - output02_loss: 22.1779 - output03_loss: 32.5924 - output04_loss: 27.1524 - output05_loss: 18.5120 - output06_loss: 21.0092 - output07_loss: 22.9711 - output08_loss: 14.3709 - output09_loss: 19.3281 - output10_loss: 19.1505 - output11_loss: 20.7825 - output12_loss: 16.8622 - output13_loss: 25.9365 - output14_loss: 18.5146 - output15_loss: 28.5262 - output16_loss: 20.7661 - output17_loss: 22.2686 - output18_loss: 14.1837 - output19_loss: 11.1593 - output20_loss: 12.8076 - output21_loss: 29.8945 - output22_loss: 22.4278 - output23_loss: 15.4390 - output24_loss: 21.6976 - output25_loss: 27.9158 - output26_loss: 14.5871 - output27_loss: 28.9054 - output28_loss: 21.6567 - output29_loss: 28.5514 - output00_mean_squared_error: 12.4121 - output01_mean_squared_error: 14.0303 - output02_mean_squared_error: 22.1779 - output03_mean_squared_error: 32.5924 - output04_mean_squared_error: 27.1524 - output05_mean_squared_error: 18.5120 - output06_mean_squared_error: 21.0092 - output07_mean_squared_error: 22.9711 - output08_mean_squared_error: 14.3709 - output09_mean_squared_error: 19.3281 - output10_mean_squared_error: 19.1505 - output11_mean_squared_error: 20.7825 - output12_mean_squared_error: 16.8622 - output13_mean_squared_error: 25.9365 - output14_mean_squared_error: 18.5146 - output15_mean_squared_error: 28.5262 - output16_mean_squared_error: 20.7661 - output17_mean_squared_error: 22.2686 - output18_mean_squared_error: 14.1837 - output19_mean_squared_error: 11.1593 - output20_mean_squared_error: 12.8076 - output21_mean_squared_error: 29.8945 - output22_mean_squared_error: 22.4278 - output23_mean_squared_error: 15.4390 - output24_mean_squared_error: 21.6976 - output25_mean_squared_error: 27.9158 - output26_mean_squared_error: 14.5871 - output27_mean_squared_error: 28.9054 - output28_mean_squared_error: 21.6567 - output29_mean_squared_error: 28.5514 Epoch 1221/2000 121/121 [==============================] - 0s 474us/step - loss: 626.5270 - output00_loss: 12.4119 - output01_loss: 14.0278 - output02_loss: 22.1750 - output03_loss: 32.5904 - output04_loss: 27.1474 - output05_loss: 18.5116 - output06_loss: 21.0042 - output07_loss: 22.9668 - output08_loss: 14.3697 - output09_loss: 19.3272 - output10_loss: 19.1502 - output11_loss: 20.7824 - output12_loss: 16.8609 - output13_loss: 25.9334 - output14_loss: 18.5114 - output15_loss: 28.5227 - output16_loss: 20.7660 - output17_loss: 22.2662 - output18_loss: 14.1834 - output19_loss: 11.1569 - output20_loss: 12.8042 - output21_loss: 29.8928 - output22_loss: 22.4270 - output23_loss: 15.4388 - output24_loss: 21.6961 - output25_loss: 27.9152 - output26_loss: 14.5868 - output27_loss: 28.9036 - output28_loss: 21.6523 - output29_loss: 28.5446 - output00_mean_squared_error: 12.4119 - output01_mean_squared_error: 14.0278 - output02_mean_squared_error: 22.1750 - output03_mean_squared_error: 32.5904 - output04_mean_squared_error: 27.1474 - output05_mean_squared_error: 18.5116 - output06_mean_squared_error: 21.0042 - output07_mean_squared_error: 22.9668 - output08_mean_squared_error: 14.3697 - output09_mean_squared_error: 19.3272 - output10_mean_squared_error: 19.1502 - output11_mean_squared_error: 20.7824 - output12_mean_squared_error: 16.8609 - output13_mean_squared_error: 25.9334 - output14_mean_squared_error: 18.5114 - output15_mean_squared_error: 28.5227 - output16_mean_squared_error: 20.7660 - output17_mean_squared_error: 22.2662 - output18_mean_squared_error: 14.1834 - output19_mean_squared_error: 11.1569 - output20_mean_squared_error: 12.8042 - output21_mean_squared_error: 29.8928 - output22_mean_squared_error: 22.4270 - output23_mean_squared_error: 15.4388 - output24_mean_squared_error: 21.6961 - output25_mean_squared_error: 27.9152 - output26_mean_squared_error: 14.5868 - output27_mean_squared_error: 28.9036 - output28_mean_squared_error: 21.6523 - output29_mean_squared_error: 28.5446 Epoch 1222/2000 121/121 [==============================] - 0s 960us/step - loss: 626.4647 - output00_loss: 12.4118 - output01_loss: 14.0254 - output02_loss: 22.1721 - output03_loss: 32.5884 - output04_loss: 27.1424 - output05_loss: 18.5112 - output06_loss: 20.9991 - output07_loss: 22.9625 - output08_loss: 14.3685 - output09_loss: 19.3263 - output10_loss: 19.1499 - output11_loss: 20.7822 - output12_loss: 16.8597 - output13_loss: 25.9303 - output14_loss: 18.5083 - output15_loss: 28.5193 - output16_loss: 20.7658 - output17_loss: 22.2637 - output18_loss: 14.1831 - output19_loss: 11.1545 - output20_loss: 12.8008 - output21_loss: 29.8912 - output22_loss: 22.4262 - output23_loss: 15.4385 - output24_loss: 21.6947 - output25_loss: 27.9146 - output26_loss: 14.5866 - output27_loss: 28.9019 - output28_loss: 21.6480 - output29_loss: 28.5379 - output00_mean_squared_error: 12.4118 - output01_mean_squared_error: 14.0254 - output02_mean_squared_error: 22.1721 - output03_mean_squared_error: 32.5884 - output04_mean_squared_error: 27.1424 - output05_mean_squared_error: 18.5112 - output06_mean_squared_error: 20.9991 - output07_mean_squared_error: 22.9625 - output08_mean_squared_error: 14.3685 - output09_mean_squared_error: 19.3263 - output10_mean_squared_error: 19.1499 - output11_mean_squared_error: 20.7822 - output12_mean_squared_error: 16.8597 - output13_mean_squared_error: 25.9303 - output14_mean_squared_error: 18.5083 - output15_mean_squared_error: 28.5193 - output16_mean_squared_error: 20.7658 - output17_mean_squared_error: 22.2637 - output18_mean_squared_error: 14.1831 - output19_mean_squared_error: 11.1545 - output20_mean_squared_error: 12.8008 - output21_mean_squared_error: 29.8912 - output22_mean_squared_error: 22.4262 - output23_mean_squared_error: 15.4385 - output24_mean_squared_error: 21.6947 - output25_mean_squared_error: 27.9146 - output26_mean_squared_error: 14.5866 - output27_mean_squared_error: 28.9019 - output28_mean_squared_error: 21.6480 - output29_mean_squared_error: 28.5379 Epoch 1223/2000 121/121 [==============================] - 0s 1ms/step - loss: 626.4023 - output00_loss: 12.4117 - output01_loss: 14.0229 - output02_loss: 22.1693 - output03_loss: 32.5864 - output04_loss: 27.1373 - output05_loss: 18.5108 - output06_loss: 20.9941 - output07_loss: 22.9581 - output08_loss: 14.3673 - output09_loss: 19.3254 - output10_loss: 19.1496 - output11_loss: 20.7820 - output12_loss: 16.8584 - output13_loss: 25.9272 - output14_loss: 18.5052 - output15_loss: 28.5158 - output16_loss: 20.7657 - output17_loss: 22.2613 - output18_loss: 14.1828 - output19_loss: 11.1521 - output20_loss: 12.7974 - output21_loss: 29.8895 - output22_loss: 22.4255 - output23_loss: 15.4383 - output24_loss: 21.6933 - output25_loss: 27.9139 - output26_loss: 14.5863 - output27_loss: 28.9002 - output28_loss: 21.6437 - output29_loss: 28.5311 - output00_mean_squared_error: 12.4117 - output01_mean_squared_error: 14.0229 - output02_mean_squared_error: 22.1693 - output03_mean_squared_error: 32.5864 - output04_mean_squared_error: 27.1373 - output05_mean_squared_error: 18.5108 - output06_mean_squared_error: 20.9941 - output07_mean_squared_error: 22.9581 - output08_mean_squared_error: 14.3673 - output09_mean_squared_error: 19.3254 - output10_mean_squared_error: 19.1496 - output11_mean_squared_error: 20.7820 - output12_mean_squared_error: 16.8584 - output13_mean_squared_error: 25.9272 - output14_mean_squared_error: 18.5052 - output15_mean_squared_error: 28.5158 - output16_mean_squared_error: 20.7657 - output17_mean_squared_error: 22.2613 - output18_mean_squared_error: 14.1828 - output19_mean_squared_error: 11.1521 - output20_mean_squared_error: 12.7974 - output21_mean_squared_error: 29.8895 - output22_mean_squared_error: 22.4255 - output23_mean_squared_error: 15.4383 - output24_mean_squared_error: 21.6933 - output25_mean_squared_error: 27.9139 - output26_mean_squared_error: 14.5863 - output27_mean_squared_error: 28.9002 - output28_mean_squared_error: 21.6437 - output29_mean_squared_error: 28.5311 Epoch 1224/2000 121/121 [==============================] - 0s 1ms/step - loss: 626.3402 - output00_loss: 12.4115 - output01_loss: 14.0205 - output02_loss: 22.1664 - output03_loss: 32.5844 - output04_loss: 27.1323 - output05_loss: 18.5104 - output06_loss: 20.9890 - output07_loss: 22.9538 - output08_loss: 14.3661 - output09_loss: 19.3244 - output10_loss: 19.1492 - output11_loss: 20.7819 - output12_loss: 16.8572 - output13_loss: 25.9241 - output14_loss: 18.5020 - output15_loss: 28.5124 - output16_loss: 20.7656 - output17_loss: 22.2588 - output18_loss: 14.1826 - output19_loss: 11.1496 - output20_loss: 12.7940 - output21_loss: 29.8879 - output22_loss: 22.4247 - output23_loss: 15.4380 - output24_loss: 21.6919 - output25_loss: 27.9133 - output26_loss: 14.5861 - output27_loss: 28.8984 - output28_loss: 21.6394 - output29_loss: 28.5244 - output00_mean_squared_error: 12.4115 - output01_mean_squared_error: 14.0205 - output02_mean_squared_error: 22.1664 - output03_mean_squared_error: 32.5844 - output04_mean_squared_error: 27.1323 - output05_mean_squared_error: 18.5104 - output06_mean_squared_error: 20.9890 - output07_mean_squared_error: 22.9538 - output08_mean_squared_error: 14.3661 - output09_mean_squared_error: 19.3244 - output10_mean_squared_error: 19.1492 - output11_mean_squared_error: 20.7819 - output12_mean_squared_error: 16.8572 - output13_mean_squared_error: 25.9241 - output14_mean_squared_error: 18.5020 - output15_mean_squared_error: 28.5124 - output16_mean_squared_error: 20.7656 - output17_mean_squared_error: 22.2588 - output18_mean_squared_error: 14.1826 - output19_mean_squared_error: 11.1496 - output20_mean_squared_error: 12.7940 - output21_mean_squared_error: 29.8879 - output22_mean_squared_error: 22.4247 - output23_mean_squared_error: 15.4380 - output24_mean_squared_error: 21.6919 - output25_mean_squared_error: 27.9133 - output26_mean_squared_error: 14.5861 - output27_mean_squared_error: 28.8984 - output28_mean_squared_error: 21.6394 - output29_mean_squared_error: 28.5244 Epoch 1225/2000 121/121 [==============================] - 0s 992us/step - loss: 626.2784 - output00_loss: 12.4114 - output01_loss: 14.0180 - output02_loss: 22.1635 - output03_loss: 32.5824 - output04_loss: 27.1273 - output05_loss: 18.5100 - output06_loss: 20.9840 - output07_loss: 22.9495 - output08_loss: 14.3649 - output09_loss: 19.3235 - output10_loss: 19.1489 - output11_loss: 20.7817 - output12_loss: 16.8560 - output13_loss: 25.9210 - output14_loss: 18.4989 - output15_loss: 28.5089 - output16_loss: 20.7654 - output17_loss: 22.2564 - output18_loss: 14.1823 - output19_loss: 11.1472 - output20_loss: 12.7906 - output21_loss: 29.8862 - output22_loss: 22.4239 - output23_loss: 15.4378 - output24_loss: 21.6905 - output25_loss: 27.9127 - output26_loss: 14.5858 - output27_loss: 28.8967 - output28_loss: 21.6351 - output29_loss: 28.5177 - output00_mean_squared_error: 12.4114 - output01_mean_squared_error: 14.0180 - output02_mean_squared_error: 22.1635 - output03_mean_squared_error: 32.5824 - output04_mean_squared_error: 27.1273 - output05_mean_squared_error: 18.5100 - output06_mean_squared_error: 20.9840 - output07_mean_squared_error: 22.9495 - output08_mean_squared_error: 14.3649 - output09_mean_squared_error: 19.3235 - output10_mean_squared_error: 19.1489 - output11_mean_squared_error: 20.7817 - output12_mean_squared_error: 16.8560 - output13_mean_squared_error: 25.9210 - output14_mean_squared_error: 18.4989 - output15_mean_squared_error: 28.5089 - output16_mean_squared_error: 20.7654 - output17_mean_squared_error: 22.2564 - output18_mean_squared_error: 14.1823 - output19_mean_squared_error: 11.1472 - output20_mean_squared_error: 12.7906 - output21_mean_squared_error: 29.8862 - output22_mean_squared_error: 22.4239 - output23_mean_squared_error: 15.4378 - output24_mean_squared_error: 21.6905 - output25_mean_squared_error: 27.9127 - output26_mean_squared_error: 14.5858 - output27_mean_squared_error: 28.8967 - output28_mean_squared_error: 21.6351 - output29_mean_squared_error: 28.5177 Epoch 1226/2000 121/121 [==============================] - 0s 970us/step - loss: 626.2165 - output00_loss: 12.4113 - output01_loss: 14.0156 - output02_loss: 22.1607 - output03_loss: 32.5804 - output04_loss: 27.1223 - output05_loss: 18.5096 - output06_loss: 20.9790 - output07_loss: 22.9452 - output08_loss: 14.3637 - output09_loss: 19.3226 - output10_loss: 19.1486 - output11_loss: 20.7815 - output12_loss: 16.8547 - output13_loss: 25.9179 - output14_loss: 18.4958 - output15_loss: 28.5055 - output16_loss: 20.7653 - output17_loss: 22.2540 - output18_loss: 14.1820 - output19_loss: 11.1448 - output20_loss: 12.7872 - output21_loss: 29.8846 - output22_loss: 22.4231 - output23_loss: 15.4375 - output24_loss: 21.6891 - output25_loss: 27.9121 - output26_loss: 14.5856 - output27_loss: 28.8950 - output28_loss: 21.6308 - output29_loss: 28.5110 - output00_mean_squared_error: 12.4113 - output01_mean_squared_error: 14.0156 - output02_mean_squared_error: 22.1607 - output03_mean_squared_error: 32.5804 - output04_mean_squared_error: 27.1223 - output05_mean_squared_error: 18.5096 - output06_mean_squared_error: 20.9790 - output07_mean_squared_error: 22.9452 - output08_mean_squared_error: 14.3637 - output09_mean_squared_error: 19.3226 - output10_mean_squared_error: 19.1486 - output11_mean_squared_error: 20.7815 - output12_mean_squared_error: 16.8547 - output13_mean_squared_error: 25.9179 - output14_mean_squared_error: 18.4958 - output15_mean_squared_error: 28.5055 - output16_mean_squared_error: 20.7653 - output17_mean_squared_error: 22.2540 - output18_mean_squared_error: 14.1820 - output19_mean_squared_error: 11.1448 - output20_mean_squared_error: 12.7872 - output21_mean_squared_error: 29.8846 - output22_mean_squared_error: 22.4231 - output23_mean_squared_error: 15.4375 - output24_mean_squared_error: 21.6891 - output25_mean_squared_error: 27.9121 - output26_mean_squared_error: 14.5856 - output27_mean_squared_error: 28.8950 - output28_mean_squared_error: 21.6308 - output29_mean_squared_error: 28.5110 Epoch 1227/2000 121/121 [==============================] - 0s 875us/step - loss: 626.1548 - output00_loss: 12.4111 - output01_loss: 14.0131 - output02_loss: 22.1578 - output03_loss: 32.5784 - output04_loss: 27.1174 - output05_loss: 18.5092 - output06_loss: 20.9739 - output07_loss: 22.9409 - output08_loss: 14.3625 - output09_loss: 19.3217 - output10_loss: 19.1483 - output11_loss: 20.7814 - output12_loss: 16.8535 - output13_loss: 25.9149 - output14_loss: 18.4927 - output15_loss: 28.5021 - output16_loss: 20.7652 - output17_loss: 22.2515 - output18_loss: 14.1817 - output19_loss: 11.1424 - output20_loss: 12.7838 - output21_loss: 29.8829 - output22_loss: 22.4224 - output23_loss: 15.4373 - output24_loss: 21.6877 - output25_loss: 27.9115 - output26_loss: 14.5854 - output27_loss: 28.8933 - output28_loss: 21.6265 - output29_loss: 28.5043 - output00_mean_squared_error: 12.4111 - output01_mean_squared_error: 14.0131 - output02_mean_squared_error: 22.1578 - output03_mean_squared_error: 32.5784 - output04_mean_squared_error: 27.1174 - output05_mean_squared_error: 18.5092 - output06_mean_squared_error: 20.9739 - output07_mean_squared_error: 22.9409 - output08_mean_squared_error: 14.3625 - output09_mean_squared_error: 19.3217 - output10_mean_squared_error: 19.1483 - output11_mean_squared_error: 20.7814 - output12_mean_squared_error: 16.8535 - output13_mean_squared_error: 25.9149 - output14_mean_squared_error: 18.4927 - output15_mean_squared_error: 28.5021 - output16_mean_squared_error: 20.7652 - output17_mean_squared_error: 22.2515 - output18_mean_squared_error: 14.1817 - output19_mean_squared_error: 11.1424 - output20_mean_squared_error: 12.7838 - output21_mean_squared_error: 29.8829 - output22_mean_squared_error: 22.4224 - output23_mean_squared_error: 15.4373 - output24_mean_squared_error: 21.6877 - output25_mean_squared_error: 27.9115 - output26_mean_squared_error: 14.5854 - output27_mean_squared_error: 28.8933 - output28_mean_squared_error: 21.6265 - output29_mean_squared_error: 28.5043 Epoch 1228/2000 121/121 [==============================] - 0s 533us/step - loss: 626.0931 - output00_loss: 12.4110 - output01_loss: 14.0107 - output02_loss: 22.1550 - output03_loss: 32.5764 - output04_loss: 27.1124 - output05_loss: 18.5088 - output06_loss: 20.9689 - output07_loss: 22.9366 - output08_loss: 14.3613 - output09_loss: 19.3208 - output10_loss: 19.1480 - output11_loss: 20.7812 - output12_loss: 16.8523 - output13_loss: 25.9118 - output14_loss: 18.4896 - output15_loss: 28.4986 - output16_loss: 20.7651 - output17_loss: 22.2491 - output18_loss: 14.1815 - output19_loss: 11.1400 - output20_loss: 12.7805 - output21_loss: 29.8813 - output22_loss: 22.4216 - output23_loss: 15.4370 - output24_loss: 21.6863 - output25_loss: 27.9109 - output26_loss: 14.5851 - output27_loss: 28.8916 - output28_loss: 21.6223 - output29_loss: 28.4976 - output00_mean_squared_error: 12.4110 - output01_mean_squared_error: 14.0107 - output02_mean_squared_error: 22.1550 - output03_mean_squared_error: 32.5764 - output04_mean_squared_error: 27.1124 - output05_mean_squared_error: 18.5088 - output06_mean_squared_error: 20.9689 - output07_mean_squared_error: 22.9366 - output08_mean_squared_error: 14.3613 - output09_mean_squared_error: 19.3208 - output10_mean_squared_error: 19.1480 - output11_mean_squared_error: 20.7812 - output12_mean_squared_error: 16.8523 - output13_mean_squared_error: 25.9118 - output14_mean_squared_error: 18.4896 - output15_mean_squared_error: 28.4986 - output16_mean_squared_error: 20.7651 - output17_mean_squared_error: 22.2491 - output18_mean_squared_error: 14.1815 - output19_mean_squared_error: 11.1400 - output20_mean_squared_error: 12.7805 - output21_mean_squared_error: 29.8813 - output22_mean_squared_error: 22.4216 - output23_mean_squared_error: 15.4370 - output24_mean_squared_error: 21.6863 - output25_mean_squared_error: 27.9109 - output26_mean_squared_error: 14.5851 - output27_mean_squared_error: 28.8916 - output28_mean_squared_error: 21.6223 - output29_mean_squared_error: 28.4976 Epoch 1229/2000 121/121 [==============================] - 0s 815us/step - loss: 626.0317 - output00_loss: 12.4109 - output01_loss: 14.0083 - output02_loss: 22.1521 - output03_loss: 32.5745 - output04_loss: 27.1074 - output05_loss: 18.5084 - output06_loss: 20.9639 - output07_loss: 22.9324 - output08_loss: 14.3601 - output09_loss: 19.3199 - output10_loss: 19.1476 - output11_loss: 20.7810 - output12_loss: 16.8511 - output13_loss: 25.9088 - output14_loss: 18.4865 - output15_loss: 28.4952 - output16_loss: 20.7649 - output17_loss: 22.2467 - output18_loss: 14.1812 - output19_loss: 11.1376 - output20_loss: 12.7771 - output21_loss: 29.8797 - output22_loss: 22.4208 - output23_loss: 15.4368 - output24_loss: 21.6849 - output25_loss: 27.9103 - output26_loss: 14.5849 - output27_loss: 28.8898 - output28_loss: 21.6180 - output29_loss: 28.4909 - output00_mean_squared_error: 12.4109 - output01_mean_squared_error: 14.0083 - output02_mean_squared_error: 22.1521 - output03_mean_squared_error: 32.5745 - output04_mean_squared_error: 27.1074 - output05_mean_squared_error: 18.5084 - output06_mean_squared_error: 20.9639 - output07_mean_squared_error: 22.9324 - output08_mean_squared_error: 14.3601 - output09_mean_squared_error: 19.3199 - output10_mean_squared_error: 19.1476 - output11_mean_squared_error: 20.7810 - output12_mean_squared_error: 16.8511 - output13_mean_squared_error: 25.9088 - output14_mean_squared_error: 18.4865 - output15_mean_squared_error: 28.4952 - output16_mean_squared_error: 20.7649 - output17_mean_squared_error: 22.2467 - output18_mean_squared_error: 14.1812 - output19_mean_squared_error: 11.1376 - output20_mean_squared_error: 12.7771 - output21_mean_squared_error: 29.8797 - output22_mean_squared_error: 22.4208 - output23_mean_squared_error: 15.4368 - output24_mean_squared_error: 21.6849 - output25_mean_squared_error: 27.9103 - output26_mean_squared_error: 14.5849 - output27_mean_squared_error: 28.8898 - output28_mean_squared_error: 21.6180 - output29_mean_squared_error: 28.4909 Epoch 1230/2000 121/121 [==============================] - 0s 526us/step - loss: 625.9705 - output00_loss: 12.4107 - output01_loss: 14.0058 - output02_loss: 22.1493 - output03_loss: 32.5725 - output04_loss: 27.1025 - output05_loss: 18.5080 - output06_loss: 20.9590 - output07_loss: 22.9281 - output08_loss: 14.3589 - output09_loss: 19.3190 - output10_loss: 19.1473 - output11_loss: 20.7809 - output12_loss: 16.8499 - output13_loss: 25.9057 - output14_loss: 18.4834 - output15_loss: 28.4918 - output16_loss: 20.7648 - output17_loss: 22.2443 - output18_loss: 14.1809 - output19_loss: 11.1352 - output20_loss: 12.7738 - output21_loss: 29.8780 - output22_loss: 22.4201 - output23_loss: 15.4366 - output24_loss: 21.6835 - output25_loss: 27.9097 - output26_loss: 14.5847 - output27_loss: 28.8881 - output28_loss: 21.6137 - output29_loss: 28.4842 - output00_mean_squared_error: 12.4107 - output01_mean_squared_error: 14.0058 - output02_mean_squared_error: 22.1493 - output03_mean_squared_error: 32.5725 - output04_mean_squared_error: 27.1025 - output05_mean_squared_error: 18.5080 - output06_mean_squared_error: 20.9590 - output07_mean_squared_error: 22.9281 - output08_mean_squared_error: 14.3589 - output09_mean_squared_error: 19.3190 - output10_mean_squared_error: 19.1473 - output11_mean_squared_error: 20.7809 - output12_mean_squared_error: 16.8499 - output13_mean_squared_error: 25.9057 - output14_mean_squared_error: 18.4834 - output15_mean_squared_error: 28.4918 - output16_mean_squared_error: 20.7648 - output17_mean_squared_error: 22.2443 - output18_mean_squared_error: 14.1809 - output19_mean_squared_error: 11.1352 - output20_mean_squared_error: 12.7738 - output21_mean_squared_error: 29.8780 - output22_mean_squared_error: 22.4201 - output23_mean_squared_error: 15.4366 - output24_mean_squared_error: 21.6835 - output25_mean_squared_error: 27.9097 - output26_mean_squared_error: 14.5847 - output27_mean_squared_error: 28.8881 - output28_mean_squared_error: 21.6137 - output29_mean_squared_error: 28.4842 Epoch 1231/2000 121/121 [==============================] - 0s 498us/step - loss: 625.9091 - output00_loss: 12.4106 - output01_loss: 14.0034 - output02_loss: 22.1465 - output03_loss: 32.5706 - output04_loss: 27.0975 - output05_loss: 18.5076 - output06_loss: 20.9540 - output07_loss: 22.9238 - output08_loss: 14.3577 - output09_loss: 19.3181 - output10_loss: 19.1470 - output11_loss: 20.7807 - output12_loss: 16.8487 - output13_loss: 25.9027 - output14_loss: 18.4803 - output15_loss: 28.4884 - output16_loss: 20.7647 - output17_loss: 22.2419 - output18_loss: 14.1807 - output19_loss: 11.1328 - output20_loss: 12.7704 - output21_loss: 29.8764 - output22_loss: 22.4193 - output23_loss: 15.4363 - output24_loss: 21.6822 - output25_loss: 27.9091 - output26_loss: 14.5844 - output27_loss: 28.8864 - output28_loss: 21.6095 - output29_loss: 28.4776 - output00_mean_squared_error: 12.4106 - output01_mean_squared_error: 14.0034 - output02_mean_squared_error: 22.1465 - output03_mean_squared_error: 32.5706 - output04_mean_squared_error: 27.0975 - output05_mean_squared_error: 18.5076 - output06_mean_squared_error: 20.9540 - output07_mean_squared_error: 22.9238 - output08_mean_squared_error: 14.3577 - output09_mean_squared_error: 19.3181 - output10_mean_squared_error: 19.1470 - output11_mean_squared_error: 20.7807 - output12_mean_squared_error: 16.8487 - output13_mean_squared_error: 25.9027 - output14_mean_squared_error: 18.4803 - output15_mean_squared_error: 28.4884 - output16_mean_squared_error: 20.7647 - output17_mean_squared_error: 22.2419 - output18_mean_squared_error: 14.1807 - output19_mean_squared_error: 11.1328 - output20_mean_squared_error: 12.7704 - output21_mean_squared_error: 29.8764 - output22_mean_squared_error: 22.4193 - output23_mean_squared_error: 15.4363 - output24_mean_squared_error: 21.6822 - output25_mean_squared_error: 27.9091 - output26_mean_squared_error: 14.5844 - output27_mean_squared_error: 28.8864 - output28_mean_squared_error: 21.6095 - output29_mean_squared_error: 28.4776 Epoch 1232/2000 121/121 [==============================] - 0s 893us/step - loss: 625.8482 - output00_loss: 12.4104 - output01_loss: 14.0010 - output02_loss: 22.1437 - output03_loss: 32.5686 - output04_loss: 27.0926 - output05_loss: 18.5072 - output06_loss: 20.9490 - output07_loss: 22.9196 - output08_loss: 14.3565 - output09_loss: 19.3172 - output10_loss: 19.1467 - output11_loss: 20.7806 - output12_loss: 16.8475 - output13_loss: 25.8996 - output14_loss: 18.4772 - output15_loss: 28.4850 - output16_loss: 20.7645 - output17_loss: 22.2395 - output18_loss: 14.1804 - output19_loss: 11.1304 - output20_loss: 12.7671 - output21_loss: 29.8748 - output22_loss: 22.4186 - output23_loss: 15.4361 - output24_loss: 21.6808 - output25_loss: 27.9085 - output26_loss: 14.5842 - output27_loss: 28.8847 - output28_loss: 21.6052 - output29_loss: 28.4709 - output00_mean_squared_error: 12.4104 - output01_mean_squared_error: 14.0010 - output02_mean_squared_error: 22.1437 - output03_mean_squared_error: 32.5686 - output04_mean_squared_error: 27.0926 - output05_mean_squared_error: 18.5072 - output06_mean_squared_error: 20.9490 - output07_mean_squared_error: 22.9196 - output08_mean_squared_error: 14.3565 - output09_mean_squared_error: 19.3172 - output10_mean_squared_error: 19.1467 - output11_mean_squared_error: 20.7806 - output12_mean_squared_error: 16.8475 - output13_mean_squared_error: 25.8996 - output14_mean_squared_error: 18.4772 - output15_mean_squared_error: 28.4850 - output16_mean_squared_error: 20.7645 - output17_mean_squared_error: 22.2395 - output18_mean_squared_error: 14.1804 - output19_mean_squared_error: 11.1304 - output20_mean_squared_error: 12.7671 - output21_mean_squared_error: 29.8748 - output22_mean_squared_error: 22.4186 - output23_mean_squared_error: 15.4361 - output24_mean_squared_error: 21.6808 - output25_mean_squared_error: 27.9085 - output26_mean_squared_error: 14.5842 - output27_mean_squared_error: 28.8847 - output28_mean_squared_error: 21.6052 - output29_mean_squared_error: 28.4709 Epoch 1233/2000 121/121 [==============================] - 0s 736us/step - loss: 625.7872 - output00_loss: 12.4103 - output01_loss: 13.9986 - output02_loss: 22.1408 - output03_loss: 32.5667 - output04_loss: 27.0876 - output05_loss: 18.5068 - output06_loss: 20.9440 - output07_loss: 22.9153 - output08_loss: 14.3554 - output09_loss: 19.3163 - output10_loss: 19.1464 - output11_loss: 20.7804 - output12_loss: 16.8463 - output13_loss: 25.8966 - output14_loss: 18.4741 - output15_loss: 28.4816 - output16_loss: 20.7644 - output17_loss: 22.2371 - output18_loss: 14.1802 - output19_loss: 11.1280 - output20_loss: 12.7638 - output21_loss: 29.8732 - output22_loss: 22.4178 - output23_loss: 15.4358 - output24_loss: 21.6794 - output25_loss: 27.9079 - output26_loss: 14.5840 - output27_loss: 28.8831 - output28_loss: 21.6010 - output29_loss: 28.4643 - output00_mean_squared_error: 12.4103 - output01_mean_squared_error: 13.9986 - output02_mean_squared_error: 22.1408 - output03_mean_squared_error: 32.5667 - output04_mean_squared_error: 27.0876 - output05_mean_squared_error: 18.5068 - output06_mean_squared_error: 20.9440 - output07_mean_squared_error: 22.9153 - output08_mean_squared_error: 14.3554 - output09_mean_squared_error: 19.3163 - output10_mean_squared_error: 19.1464 - output11_mean_squared_error: 20.7804 - output12_mean_squared_error: 16.8463 - output13_mean_squared_error: 25.8966 - output14_mean_squared_error: 18.4741 - output15_mean_squared_error: 28.4816 - output16_mean_squared_error: 20.7644 - output17_mean_squared_error: 22.2371 - output18_mean_squared_error: 14.1802 - output19_mean_squared_error: 11.1280 - output20_mean_squared_error: 12.7638 - output21_mean_squared_error: 29.8732 - output22_mean_squared_error: 22.4178 - output23_mean_squared_error: 15.4358 - output24_mean_squared_error: 21.6794 - output25_mean_squared_error: 27.9079 - output26_mean_squared_error: 14.5840 - output27_mean_squared_error: 28.8831 - output28_mean_squared_error: 21.6010 - output29_mean_squared_error: 28.4643 Epoch 1234/2000 121/121 [==============================] - 0s 1ms/step - loss: 625.7264 - output00_loss: 12.4102 - output01_loss: 13.9962 - output02_loss: 22.1380 - output03_loss: 32.5647 - output04_loss: 27.0827 - output05_loss: 18.5064 - output06_loss: 20.9391 - output07_loss: 22.9111 - output08_loss: 14.3542 - output09_loss: 19.3154 - output10_loss: 19.1461 - output11_loss: 20.7802 - output12_loss: 16.8451 - output13_loss: 25.8935 - output14_loss: 18.4711 - output15_loss: 28.4782 - output16_loss: 20.7643 - output17_loss: 22.2347 - output18_loss: 14.1799 - output19_loss: 11.1257 - output20_loss: 12.7604 - output21_loss: 29.8716 - output22_loss: 22.4170 - output23_loss: 15.4356 - output24_loss: 21.6780 - output25_loss: 27.9074 - output26_loss: 14.5837 - output27_loss: 28.8814 - output28_loss: 21.5967 - output29_loss: 28.4576 - output00_mean_squared_error: 12.4102 - output01_mean_squared_error: 13.9962 - output02_mean_squared_error: 22.1380 - output03_mean_squared_error: 32.5647 - output04_mean_squared_error: 27.0827 - output05_mean_squared_error: 18.5064 - output06_mean_squared_error: 20.9391 - output07_mean_squared_error: 22.9111 - output08_mean_squared_error: 14.3542 - output09_mean_squared_error: 19.3154 - output10_mean_squared_error: 19.1461 - output11_mean_squared_error: 20.7802 - output12_mean_squared_error: 16.8451 - output13_mean_squared_error: 25.8935 - output14_mean_squared_error: 18.4711 - output15_mean_squared_error: 28.4782 - output16_mean_squared_error: 20.7643 - output17_mean_squared_error: 22.2347 - output18_mean_squared_error: 14.1799 - output19_mean_squared_error: 11.1257 - output20_mean_squared_error: 12.7604 - output21_mean_squared_error: 29.8716 - output22_mean_squared_error: 22.4170 - output23_mean_squared_error: 15.4356 - output24_mean_squared_error: 21.6780 - output25_mean_squared_error: 27.9074 - output26_mean_squared_error: 14.5837 - output27_mean_squared_error: 28.8814 - output28_mean_squared_error: 21.5967 - output29_mean_squared_error: 28.4576 Epoch 1235/2000 121/121 [==============================] - 0s 1ms/step - loss: 625.6656 - output00_loss: 12.4101 - output01_loss: 13.9938 - output02_loss: 22.1352 - output03_loss: 32.5628 - output04_loss: 27.0778 - output05_loss: 18.5061 - output06_loss: 20.9341 - output07_loss: 22.9069 - output08_loss: 14.3530 - output09_loss: 19.3145 - output10_loss: 19.1458 - output11_loss: 20.7801 - output12_loss: 16.8439 - output13_loss: 25.8905 - output14_loss: 18.4680 - output15_loss: 28.4748 - output16_loss: 20.7642 - output17_loss: 22.2323 - output18_loss: 14.1796 - output19_loss: 11.1233 - output20_loss: 12.7571 - output21_loss: 29.8700 - output22_loss: 22.4163 - output23_loss: 15.4354 - output24_loss: 21.6767 - output25_loss: 27.9068 - output26_loss: 14.5835 - output27_loss: 28.8797 - output28_loss: 21.5925 - output29_loss: 28.4510 - output00_mean_squared_error: 12.4101 - output01_mean_squared_error: 13.9938 - output02_mean_squared_error: 22.1352 - output03_mean_squared_error: 32.5628 - output04_mean_squared_error: 27.0778 - output05_mean_squared_error: 18.5061 - output06_mean_squared_error: 20.9341 - output07_mean_squared_error: 22.9069 - output08_mean_squared_error: 14.3530 - output09_mean_squared_error: 19.3145 - output10_mean_squared_error: 19.1458 - output11_mean_squared_error: 20.7801 - output12_mean_squared_error: 16.8439 - output13_mean_squared_error: 25.8905 - output14_mean_squared_error: 18.4680 - output15_mean_squared_error: 28.4748 - output16_mean_squared_error: 20.7642 - output17_mean_squared_error: 22.2323 - output18_mean_squared_error: 14.1796 - output19_mean_squared_error: 11.1233 - output20_mean_squared_error: 12.7571 - output21_mean_squared_error: 29.8700 - output22_mean_squared_error: 22.4163 - output23_mean_squared_error: 15.4354 - output24_mean_squared_error: 21.6767 - output25_mean_squared_error: 27.9068 - output26_mean_squared_error: 14.5835 - output27_mean_squared_error: 28.8797 - output28_mean_squared_error: 21.5925 - output29_mean_squared_error: 28.4510 Epoch 1236/2000 121/121 [==============================] - 0s 581us/step - loss: 625.6050 - output00_loss: 12.4099 - output01_loss: 13.9914 - output02_loss: 22.1324 - output03_loss: 32.5609 - output04_loss: 27.0729 - output05_loss: 18.5057 - output06_loss: 20.9292 - output07_loss: 22.9027 - output08_loss: 14.3518 - output09_loss: 19.3136 - output10_loss: 19.1454 - output11_loss: 20.7799 - output12_loss: 16.8427 - output13_loss: 25.8875 - output14_loss: 18.4649 - output15_loss: 28.4714 - output16_loss: 20.7641 - output17_loss: 22.2300 - output18_loss: 14.1794 - output19_loss: 11.1209 - output20_loss: 12.7538 - output21_loss: 29.8684 - output22_loss: 22.4156 - output23_loss: 15.4351 - output24_loss: 21.6753 - output25_loss: 27.9062 - output26_loss: 14.5833 - output27_loss: 28.8780 - output28_loss: 21.5883 - output29_loss: 28.4444 - output00_mean_squared_error: 12.4099 - output01_mean_squared_error: 13.9914 - output02_mean_squared_error: 22.1324 - output03_mean_squared_error: 32.5609 - output04_mean_squared_error: 27.0729 - output05_mean_squared_error: 18.5057 - output06_mean_squared_error: 20.9292 - output07_mean_squared_error: 22.9027 - output08_mean_squared_error: 14.3518 - output09_mean_squared_error: 19.3136 - output10_mean_squared_error: 19.1454 - output11_mean_squared_error: 20.7799 - output12_mean_squared_error: 16.8427 - output13_mean_squared_error: 25.8875 - output14_mean_squared_error: 18.4649 - output15_mean_squared_error: 28.4714 - output16_mean_squared_error: 20.7641 - output17_mean_squared_error: 22.2300 - output18_mean_squared_error: 14.1794 - output19_mean_squared_error: 11.1209 - output20_mean_squared_error: 12.7538 - output21_mean_squared_error: 29.8684 - output22_mean_squared_error: 22.4156 - output23_mean_squared_error: 15.4351 - output24_mean_squared_error: 21.6753 - output25_mean_squared_error: 27.9062 - output26_mean_squared_error: 14.5833 - output27_mean_squared_error: 28.8780 - output28_mean_squared_error: 21.5883 - output29_mean_squared_error: 28.4444 Epoch 1237/2000 121/121 [==============================] - 0s 971us/step - loss: 625.5447 - output00_loss: 12.4098 - output01_loss: 13.9890 - output02_loss: 22.1296 - output03_loss: 32.5589 - output04_loss: 27.0680 - output05_loss: 18.5053 - output06_loss: 20.9243 - output07_loss: 22.8984 - output08_loss: 14.3507 - output09_loss: 19.3128 - output10_loss: 19.1451 - output11_loss: 20.7798 - output12_loss: 16.8416 - output13_loss: 25.8845 - output14_loss: 18.4619 - output15_loss: 28.4681 - output16_loss: 20.7639 - output17_loss: 22.2276 - output18_loss: 14.1791 - output19_loss: 11.1185 - output20_loss: 12.7505 - output21_loss: 29.8668 - output22_loss: 22.4148 - output23_loss: 15.4349 - output24_loss: 21.6740 - output25_loss: 27.9056 - output26_loss: 14.5831 - output27_loss: 28.8763 - output28_loss: 21.5841 - output29_loss: 28.4378 - output00_mean_squared_error: 12.4098 - output01_mean_squared_error: 13.9890 - output02_mean_squared_error: 22.1296 - output03_mean_squared_error: 32.5589 - output04_mean_squared_error: 27.0680 - output05_mean_squared_error: 18.5053 - output06_mean_squared_error: 20.9243 - output07_mean_squared_error: 22.8984 - output08_mean_squared_error: 14.3507 - output09_mean_squared_error: 19.3128 - output10_mean_squared_error: 19.1451 - output11_mean_squared_error: 20.7798 - output12_mean_squared_error: 16.8416 - output13_mean_squared_error: 25.8845 - output14_mean_squared_error: 18.4619 - output15_mean_squared_error: 28.4681 - output16_mean_squared_error: 20.7639 - output17_mean_squared_error: 22.2276 - output18_mean_squared_error: 14.1791 - output19_mean_squared_error: 11.1185 - output20_mean_squared_error: 12.7505 - output21_mean_squared_error: 29.8668 - output22_mean_squared_error: 22.4148 - output23_mean_squared_error: 15.4349 - output24_mean_squared_error: 21.6740 - output25_mean_squared_error: 27.9056 - output26_mean_squared_error: 14.5831 - output27_mean_squared_error: 28.8763 - output28_mean_squared_error: 21.5841 - output29_mean_squared_error: 28.4378 Epoch 1238/2000 121/121 [==============================] - 0s 506us/step - loss: 625.4843 - output00_loss: 12.4097 - output01_loss: 13.9866 - output02_loss: 22.1268 - output03_loss: 32.5570 - output04_loss: 27.0631 - output05_loss: 18.5049 - output06_loss: 20.9194 - output07_loss: 22.8942 - output08_loss: 14.3495 - output09_loss: 19.3119 - output10_loss: 19.1448 - output11_loss: 20.7796 - output12_loss: 16.8404 - output13_loss: 25.8815 - output14_loss: 18.4588 - output15_loss: 28.4647 - output16_loss: 20.7638 - output17_loss: 22.2252 - output18_loss: 14.1789 - output19_loss: 11.1161 - output20_loss: 12.7472 - output21_loss: 29.8652 - output22_loss: 22.4141 - output23_loss: 15.4346 - output24_loss: 21.6726 - output25_loss: 27.9050 - output26_loss: 14.5828 - output27_loss: 28.8747 - output28_loss: 21.5799 - output29_loss: 28.4312 - output00_mean_squared_error: 12.4097 - output01_mean_squared_error: 13.9866 - output02_mean_squared_error: 22.1268 - output03_mean_squared_error: 32.5570 - output04_mean_squared_error: 27.0631 - output05_mean_squared_error: 18.5049 - output06_mean_squared_error: 20.9194 - output07_mean_squared_error: 22.8942 - output08_mean_squared_error: 14.3495 - output09_mean_squared_error: 19.3119 - output10_mean_squared_error: 19.1448 - output11_mean_squared_error: 20.7796 - output12_mean_squared_error: 16.8404 - output13_mean_squared_error: 25.8815 - output14_mean_squared_error: 18.4588 - output15_mean_squared_error: 28.4647 - output16_mean_squared_error: 20.7638 - output17_mean_squared_error: 22.2252 - output18_mean_squared_error: 14.1789 - output19_mean_squared_error: 11.1161 - output20_mean_squared_error: 12.7472 - output21_mean_squared_error: 29.8652 - output22_mean_squared_error: 22.4141 - output23_mean_squared_error: 15.4346 - output24_mean_squared_error: 21.6726 - output25_mean_squared_error: 27.9050 - output26_mean_squared_error: 14.5828 - output27_mean_squared_error: 28.8747 - output28_mean_squared_error: 21.5799 - output29_mean_squared_error: 28.4312 Epoch 1239/2000 121/121 [==============================] - 0s 701us/step - loss: 625.4241 - output00_loss: 12.4095 - output01_loss: 13.9842 - output02_loss: 22.1241 - output03_loss: 32.5551 - output04_loss: 27.0582 - output05_loss: 18.5045 - output06_loss: 20.9145 - output07_loss: 22.8900 - output08_loss: 14.3484 - output09_loss: 19.3110 - output10_loss: 19.1445 - output11_loss: 20.7795 - output12_loss: 16.8392 - output13_loss: 25.8785 - output14_loss: 18.4558 - output15_loss: 28.4613 - output16_loss: 20.7637 - output17_loss: 22.2229 - output18_loss: 14.1786 - output19_loss: 11.1138 - output20_loss: 12.7439 - output21_loss: 29.8637 - output22_loss: 22.4133 - output23_loss: 15.4344 - output24_loss: 21.6713 - output25_loss: 27.9044 - output26_loss: 14.5826 - output27_loss: 28.8730 - output28_loss: 21.5757 - output29_loss: 28.4246 - output00_mean_squared_error: 12.4095 - output01_mean_squared_error: 13.9842 - output02_mean_squared_error: 22.1241 - output03_mean_squared_error: 32.5551 - output04_mean_squared_error: 27.0582 - output05_mean_squared_error: 18.5045 - output06_mean_squared_error: 20.9145 - output07_mean_squared_error: 22.8900 - output08_mean_squared_error: 14.3484 - output09_mean_squared_error: 19.3110 - output10_mean_squared_error: 19.1445 - output11_mean_squared_error: 20.7795 - output12_mean_squared_error: 16.8392 - output13_mean_squared_error: 25.8785 - output14_mean_squared_error: 18.4558 - output15_mean_squared_error: 28.4613 - output16_mean_squared_error: 20.7637 - output17_mean_squared_error: 22.2229 - output18_mean_squared_error: 14.1786 - output19_mean_squared_error: 11.1138 - output20_mean_squared_error: 12.7439 - output21_mean_squared_error: 29.8637 - output22_mean_squared_error: 22.4133 - output23_mean_squared_error: 15.4344 - output24_mean_squared_error: 21.6713 - output25_mean_squared_error: 27.9044 - output26_mean_squared_error: 14.5826 - output27_mean_squared_error: 28.8730 - output28_mean_squared_error: 21.5757 - output29_mean_squared_error: 28.4246 Epoch 1240/2000 121/121 [==============================] - 0s 895us/step - loss: 625.3641 - output00_loss: 12.4094 - output01_loss: 13.9818 - output02_loss: 22.1213 - output03_loss: 32.5532 - output04_loss: 27.0533 - output05_loss: 18.5041 - output06_loss: 20.9096 - output07_loss: 22.8858 - output08_loss: 14.3472 - output09_loss: 19.3101 - output10_loss: 19.1442 - output11_loss: 20.7793 - output12_loss: 16.8380 - output13_loss: 25.8755 - output14_loss: 18.4528 - output15_loss: 28.4580 - output16_loss: 20.7636 - output17_loss: 22.2205 - output18_loss: 14.1784 - output19_loss: 11.1114 - output20_loss: 12.7407 - output21_loss: 29.8621 - output22_loss: 22.4126 - output23_loss: 15.4342 - output24_loss: 21.6699 - output25_loss: 27.9039 - output26_loss: 14.5824 - output27_loss: 28.8713 - output28_loss: 21.5715 - output29_loss: 28.4180 - output00_mean_squared_error: 12.4094 - output01_mean_squared_error: 13.9818 - output02_mean_squared_error: 22.1213 - output03_mean_squared_error: 32.5532 - output04_mean_squared_error: 27.0533 - output05_mean_squared_error: 18.5041 - output06_mean_squared_error: 20.9096 - output07_mean_squared_error: 22.8858 - output08_mean_squared_error: 14.3472 - output09_mean_squared_error: 19.3101 - output10_mean_squared_error: 19.1442 - output11_mean_squared_error: 20.7793 - output12_mean_squared_error: 16.8380 - output13_mean_squared_error: 25.8755 - output14_mean_squared_error: 18.4528 - output15_mean_squared_error: 28.4580 - output16_mean_squared_error: 20.7636 - output17_mean_squared_error: 22.2205 - output18_mean_squared_error: 14.1784 - output19_mean_squared_error: 11.1114 - output20_mean_squared_error: 12.7407 - output21_mean_squared_error: 29.8621 - output22_mean_squared_error: 22.4126 - output23_mean_squared_error: 15.4342 - output24_mean_squared_error: 21.6699 - output25_mean_squared_error: 27.9039 - output26_mean_squared_error: 14.5824 - output27_mean_squared_error: 28.8713 - output28_mean_squared_error: 21.5715 - output29_mean_squared_error: 28.4180 Epoch 1241/2000 121/121 [==============================] - 0s 659us/step - loss: 625.3041 - output00_loss: 12.4093 - output01_loss: 13.9794 - output02_loss: 22.1185 - output03_loss: 32.5513 - output04_loss: 27.0484 - output05_loss: 18.5037 - output06_loss: 20.9047 - output07_loss: 22.8817 - output08_loss: 14.3461 - output09_loss: 19.3093 - output10_loss: 19.1439 - output11_loss: 20.7792 - output12_loss: 16.8369 - output13_loss: 25.8725 - output14_loss: 18.4497 - output15_loss: 28.4546 - output16_loss: 20.7634 - output17_loss: 22.2182 - output18_loss: 14.1781 - output19_loss: 11.1090 - output20_loss: 12.7374 - output21_loss: 29.8605 - output22_loss: 22.4119 - output23_loss: 15.4339 - output24_loss: 21.6686 - output25_loss: 27.9033 - output26_loss: 14.5822 - output27_loss: 28.8697 - output28_loss: 21.5673 - output29_loss: 28.4115 - output00_mean_squared_error: 12.4093 - output01_mean_squared_error: 13.9794 - output02_mean_squared_error: 22.1185 - output03_mean_squared_error: 32.5513 - output04_mean_squared_error: 27.0484 - output05_mean_squared_error: 18.5037 - output06_mean_squared_error: 20.9047 - output07_mean_squared_error: 22.8817 - output08_mean_squared_error: 14.3461 - output09_mean_squared_error: 19.3093 - output10_mean_squared_error: 19.1439 - output11_mean_squared_error: 20.7792 - output12_mean_squared_error: 16.8369 - output13_mean_squared_error: 25.8725 - output14_mean_squared_error: 18.4497 - output15_mean_squared_error: 28.4546 - output16_mean_squared_error: 20.7634 - output17_mean_squared_error: 22.2182 - output18_mean_squared_error: 14.1781 - output19_mean_squared_error: 11.1090 - output20_mean_squared_error: 12.7374 - output21_mean_squared_error: 29.8605 - output22_mean_squared_error: 22.4119 - output23_mean_squared_error: 15.4339 - output24_mean_squared_error: 21.6686 - output25_mean_squared_error: 27.9033 - output26_mean_squared_error: 14.5822 - output27_mean_squared_error: 28.8697 - output28_mean_squared_error: 21.5673 - output29_mean_squared_error: 28.4115 Epoch 1242/2000 121/121 [==============================] - 0s 990us/step - loss: 625.2443 - output00_loss: 12.4092 - output01_loss: 13.9770 - output02_loss: 22.1157 - output03_loss: 32.5495 - output04_loss: 27.0436 - output05_loss: 18.5034 - output06_loss: 20.8998 - output07_loss: 22.8775 - output08_loss: 14.3449 - output09_loss: 19.3084 - output10_loss: 19.1436 - output11_loss: 20.7790 - output12_loss: 16.8357 - output13_loss: 25.8695 - output14_loss: 18.4467 - output15_loss: 28.4513 - output16_loss: 20.7633 - output17_loss: 22.2158 - output18_loss: 14.1779 - output19_loss: 11.1067 - output20_loss: 12.7341 - output21_loss: 29.8589 - output22_loss: 22.4111 - output23_loss: 15.4337 - output24_loss: 21.6672 - output25_loss: 27.9027 - output26_loss: 14.5820 - output27_loss: 28.8680 - output28_loss: 21.5631 - output29_loss: 28.4049 - output00_mean_squared_error: 12.4092 - output01_mean_squared_error: 13.9770 - output02_mean_squared_error: 22.1157 - output03_mean_squared_error: 32.5495 - output04_mean_squared_error: 27.0436 - output05_mean_squared_error: 18.5034 - output06_mean_squared_error: 20.8998 - output07_mean_squared_error: 22.8775 - output08_mean_squared_error: 14.3449 - output09_mean_squared_error: 19.3084 - output10_mean_squared_error: 19.1436 - output11_mean_squared_error: 20.7790 - output12_mean_squared_error: 16.8357 - output13_mean_squared_error: 25.8695 - output14_mean_squared_error: 18.4467 - output15_mean_squared_error: 28.4513 - output16_mean_squared_error: 20.7633 - output17_mean_squared_error: 22.2158 - output18_mean_squared_error: 14.1779 - output19_mean_squared_error: 11.1067 - output20_mean_squared_error: 12.7341 - output21_mean_squared_error: 29.8589 - output22_mean_squared_error: 22.4111 - output23_mean_squared_error: 15.4337 - output24_mean_squared_error: 21.6672 - output25_mean_squared_error: 27.9027 - output26_mean_squared_error: 14.5820 - output27_mean_squared_error: 28.8680 - output28_mean_squared_error: 21.5631 - output29_mean_squared_error: 28.4049 Epoch 1243/2000 121/121 [==============================] - 0s 786us/step - loss: 625.1846 - output00_loss: 12.4090 - output01_loss: 13.9747 - output02_loss: 22.1130 - output03_loss: 32.5476 - output04_loss: 27.0387 - output05_loss: 18.5030 - output06_loss: 20.8949 - output07_loss: 22.8733 - output08_loss: 14.3438 - output09_loss: 19.3076 - output10_loss: 19.1433 - output11_loss: 20.7789 - output12_loss: 16.8346 - output13_loss: 25.8665 - output14_loss: 18.4437 - output15_loss: 28.4479 - output16_loss: 20.7632 - output17_loss: 22.2135 - output18_loss: 14.1776 - output19_loss: 11.1043 - output20_loss: 12.7309 - output21_loss: 29.8574 - output22_loss: 22.4104 - output23_loss: 15.4335 - output24_loss: 21.6659 - output25_loss: 27.9022 - output26_loss: 14.5817 - output27_loss: 28.8664 - output28_loss: 21.5589 - output29_loss: 28.3984 - output00_mean_squared_error: 12.4090 - output01_mean_squared_error: 13.9747 - output02_mean_squared_error: 22.1130 - output03_mean_squared_error: 32.5476 - output04_mean_squared_error: 27.0387 - output05_mean_squared_error: 18.5030 - output06_mean_squared_error: 20.8949 - output07_mean_squared_error: 22.8733 - output08_mean_squared_error: 14.3438 - output09_mean_squared_error: 19.3076 - output10_mean_squared_error: 19.1433 - output11_mean_squared_error: 20.7789 - output12_mean_squared_error: 16.8346 - output13_mean_squared_error: 25.8665 - output14_mean_squared_error: 18.4437 - output15_mean_squared_error: 28.4479 - output16_mean_squared_error: 20.7632 - output17_mean_squared_error: 22.2135 - output18_mean_squared_error: 14.1776 - output19_mean_squared_error: 11.1043 - output20_mean_squared_error: 12.7309 - output21_mean_squared_error: 29.8574 - output22_mean_squared_error: 22.4104 - output23_mean_squared_error: 15.4335 - output24_mean_squared_error: 21.6659 - output25_mean_squared_error: 27.9022 - output26_mean_squared_error: 14.5817 - output27_mean_squared_error: 28.8664 - output28_mean_squared_error: 21.5589 - output29_mean_squared_error: 28.3984 Epoch 1244/2000 121/121 [==============================] - 0s 838us/step - loss: 625.1251 - output00_loss: 12.4089 - output01_loss: 13.9723 - output02_loss: 22.1102 - output03_loss: 32.5457 - output04_loss: 27.0339 - output05_loss: 18.5026 - output06_loss: 20.8900 - output07_loss: 22.8692 - output08_loss: 14.3426 - output09_loss: 19.3067 - output10_loss: 19.1430 - output11_loss: 20.7787 - output12_loss: 16.8334 - output13_loss: 25.8635 - output14_loss: 18.4407 - output15_loss: 28.4446 - output16_loss: 20.7631 - output17_loss: 22.2111 - output18_loss: 14.1774 - output19_loss: 11.1019 - output20_loss: 12.7276 - output21_loss: 29.8558 - output22_loss: 22.4097 - output23_loss: 15.4333 - output24_loss: 21.6646 - output25_loss: 27.9016 - output26_loss: 14.5815 - output27_loss: 28.8647 - output28_loss: 21.5547 - output29_loss: 28.3918 - output00_mean_squared_error: 12.4089 - output01_mean_squared_error: 13.9723 - output02_mean_squared_error: 22.1102 - output03_mean_squared_error: 32.5457 - output04_mean_squared_error: 27.0339 - output05_mean_squared_error: 18.5026 - output06_mean_squared_error: 20.8900 - output07_mean_squared_error: 22.8692 - output08_mean_squared_error: 14.3426 - output09_mean_squared_error: 19.3067 - output10_mean_squared_error: 19.1430 - output11_mean_squared_error: 20.7787 - output12_mean_squared_error: 16.8334 - output13_mean_squared_error: 25.8635 - output14_mean_squared_error: 18.4407 - output15_mean_squared_error: 28.4446 - output16_mean_squared_error: 20.7631 - output17_mean_squared_error: 22.2111 - output18_mean_squared_error: 14.1774 - output19_mean_squared_error: 11.1019 - output20_mean_squared_error: 12.7276 - output21_mean_squared_error: 29.8558 - output22_mean_squared_error: 22.4097 - output23_mean_squared_error: 15.4333 - output24_mean_squared_error: 21.6646 - output25_mean_squared_error: 27.9016 - output26_mean_squared_error: 14.5815 - output27_mean_squared_error: 28.8647 - output28_mean_squared_error: 21.5547 - output29_mean_squared_error: 28.3918 Epoch 1245/2000 121/121 [==============================] - 0s 824us/step - loss: 625.0655 - output00_loss: 12.4088 - output01_loss: 13.9699 - output02_loss: 22.1074 - output03_loss: 32.5438 - output04_loss: 27.0290 - output05_loss: 18.5022 - output06_loss: 20.8852 - output07_loss: 22.8650 - output08_loss: 14.3415 - output09_loss: 19.3058 - output10_loss: 19.1427 - output11_loss: 20.7786 - output12_loss: 16.8323 - output13_loss: 25.8606 - output14_loss: 18.4377 - output15_loss: 28.4412 - output16_loss: 20.7630 - output17_loss: 22.2088 - output18_loss: 14.1771 - output19_loss: 11.0996 - output20_loss: 12.7244 - output21_loss: 29.8543 - output22_loss: 22.4090 - output23_loss: 15.4330 - output24_loss: 21.6633 - output25_loss: 27.9010 - output26_loss: 14.5813 - output27_loss: 28.8631 - output28_loss: 21.5506 - output29_loss: 28.3853 - output00_mean_squared_error: 12.4088 - output01_mean_squared_error: 13.9699 - output02_mean_squared_error: 22.1074 - output03_mean_squared_error: 32.5438 - output04_mean_squared_error: 27.0290 - output05_mean_squared_error: 18.5022 - output06_mean_squared_error: 20.8852 - output07_mean_squared_error: 22.8650 - output08_mean_squared_error: 14.3415 - output09_mean_squared_error: 19.3058 - output10_mean_squared_error: 19.1427 - output11_mean_squared_error: 20.7786 - output12_mean_squared_error: 16.8323 - output13_mean_squared_error: 25.8606 - output14_mean_squared_error: 18.4377 - output15_mean_squared_error: 28.4412 - output16_mean_squared_error: 20.7630 - output17_mean_squared_error: 22.2088 - output18_mean_squared_error: 14.1771 - output19_mean_squared_error: 11.0996 - output20_mean_squared_error: 12.7244 - output21_mean_squared_error: 29.8543 - output22_mean_squared_error: 22.4090 - output23_mean_squared_error: 15.4330 - output24_mean_squared_error: 21.6633 - output25_mean_squared_error: 27.9010 - output26_mean_squared_error: 14.5813 - output27_mean_squared_error: 28.8631 - output28_mean_squared_error: 21.5506 - output29_mean_squared_error: 28.3853 Epoch 1246/2000 121/121 [==============================] - 0s 1ms/step - loss: 625.0062 - output00_loss: 12.4087 - output01_loss: 13.9676 - output02_loss: 22.1047 - output03_loss: 32.5420 - output04_loss: 27.0242 - output05_loss: 18.5018 - output06_loss: 20.8803 - output07_loss: 22.8609 - output08_loss: 14.3404 - output09_loss: 19.3050 - output10_loss: 19.1424 - output11_loss: 20.7785 - output12_loss: 16.8311 - output13_loss: 25.8576 - output14_loss: 18.4347 - output15_loss: 28.4379 - output16_loss: 20.7629 - output17_loss: 22.2065 - output18_loss: 14.1769 - output19_loss: 11.0972 - output20_loss: 12.7211 - output21_loss: 29.8527 - output22_loss: 22.4083 - output23_loss: 15.4328 - output24_loss: 21.6619 - output25_loss: 27.9005 - output26_loss: 14.5811 - output27_loss: 28.8614 - output28_loss: 21.5464 - output29_loss: 28.3788 - output00_mean_squared_error: 12.4087 - output01_mean_squared_error: 13.9676 - output02_mean_squared_error: 22.1047 - output03_mean_squared_error: 32.5420 - output04_mean_squared_error: 27.0242 - output05_mean_squared_error: 18.5018 - output06_mean_squared_error: 20.8803 - output07_mean_squared_error: 22.8609 - output08_mean_squared_error: 14.3404 - output09_mean_squared_error: 19.3050 - output10_mean_squared_error: 19.1424 - output11_mean_squared_error: 20.7785 - output12_mean_squared_error: 16.8311 - output13_mean_squared_error: 25.8576 - output14_mean_squared_error: 18.4347 - output15_mean_squared_error: 28.4379 - output16_mean_squared_error: 20.7629 - output17_mean_squared_error: 22.2065 - output18_mean_squared_error: 14.1769 - output19_mean_squared_error: 11.0972 - output20_mean_squared_error: 12.7211 - output21_mean_squared_error: 29.8527 - output22_mean_squared_error: 22.4083 - output23_mean_squared_error: 15.4328 - output24_mean_squared_error: 21.6619 - output25_mean_squared_error: 27.9005 - output26_mean_squared_error: 14.5811 - output27_mean_squared_error: 28.8614 - output28_mean_squared_error: 21.5464 - output29_mean_squared_error: 28.3788 Epoch 1247/2000 121/121 [==============================] - 0s 533us/step - loss: 624.9470 - output00_loss: 12.4085 - output01_loss: 13.9652 - output02_loss: 22.1020 - output03_loss: 32.5401 - output04_loss: 27.0194 - output05_loss: 18.5015 - output06_loss: 20.8755 - output07_loss: 22.8567 - output08_loss: 14.3392 - output09_loss: 19.3041 - output10_loss: 19.1421 - output11_loss: 20.7783 - output12_loss: 16.8300 - output13_loss: 25.8546 - output14_loss: 18.4317 - output15_loss: 28.4346 - output16_loss: 20.7627 - output17_loss: 22.2042 - output18_loss: 14.1766 - output19_loss: 11.0949 - output20_loss: 12.7179 - output21_loss: 29.8512 - output22_loss: 22.4075 - output23_loss: 15.4326 - output24_loss: 21.6606 - output25_loss: 27.8999 - output26_loss: 14.5809 - output27_loss: 28.8598 - output28_loss: 21.5423 - output29_loss: 28.3723 - output00_mean_squared_error: 12.4085 - output01_mean_squared_error: 13.9652 - output02_mean_squared_error: 22.1020 - output03_mean_squared_error: 32.5401 - output04_mean_squared_error: 27.0194 - output05_mean_squared_error: 18.5015 - output06_mean_squared_error: 20.8755 - output07_mean_squared_error: 22.8567 - output08_mean_squared_error: 14.3392 - output09_mean_squared_error: 19.3041 - output10_mean_squared_error: 19.1421 - output11_mean_squared_error: 20.7783 - output12_mean_squared_error: 16.8300 - output13_mean_squared_error: 25.8546 - output14_mean_squared_error: 18.4317 - output15_mean_squared_error: 28.4346 - output16_mean_squared_error: 20.7627 - output17_mean_squared_error: 22.2042 - output18_mean_squared_error: 14.1766 - output19_mean_squared_error: 11.0949 - output20_mean_squared_error: 12.7179 - output21_mean_squared_error: 29.8512 - output22_mean_squared_error: 22.4075 - output23_mean_squared_error: 15.4326 - output24_mean_squared_error: 21.6606 - output25_mean_squared_error: 27.8999 - output26_mean_squared_error: 14.5809 - output27_mean_squared_error: 28.8598 - output28_mean_squared_error: 21.5423 - output29_mean_squared_error: 28.3723 Epoch 1248/2000 121/121 [==============================] - 0s 904us/step - loss: 624.8879 - output00_loss: 12.4084 - output01_loss: 13.9629 - output02_loss: 22.0992 - output03_loss: 32.5383 - output04_loss: 27.0146 - output05_loss: 18.5011 - output06_loss: 20.8707 - output07_loss: 22.8526 - output08_loss: 14.3381 - output09_loss: 19.3033 - output10_loss: 19.1418 - output11_loss: 20.7782 - output12_loss: 16.8289 - output13_loss: 25.8517 - output14_loss: 18.4287 - output15_loss: 28.4313 - output16_loss: 20.7626 - output17_loss: 22.2019 - output18_loss: 14.1764 - output19_loss: 11.0925 - output20_loss: 12.7147 - output21_loss: 29.8496 - output22_loss: 22.4068 - output23_loss: 15.4323 - output24_loss: 21.6593 - output25_loss: 27.8993 - output26_loss: 14.5807 - output27_loss: 28.8582 - output28_loss: 21.5381 - output29_loss: 28.3658 - output00_mean_squared_error: 12.4084 - output01_mean_squared_error: 13.9629 - output02_mean_squared_error: 22.0992 - output03_mean_squared_error: 32.5383 - output04_mean_squared_error: 27.0146 - output05_mean_squared_error: 18.5011 - output06_mean_squared_error: 20.8707 - output07_mean_squared_error: 22.8526 - output08_mean_squared_error: 14.3381 - output09_mean_squared_error: 19.3033 - output10_mean_squared_error: 19.1418 - output11_mean_squared_error: 20.7782 - output12_mean_squared_error: 16.8289 - output13_mean_squared_error: 25.8517 - output14_mean_squared_error: 18.4287 - output15_mean_squared_error: 28.4313 - output16_mean_squared_error: 20.7626 - output17_mean_squared_error: 22.2019 - output18_mean_squared_error: 14.1764 - output19_mean_squared_error: 11.0925 - output20_mean_squared_error: 12.7147 - output21_mean_squared_error: 29.8496 - output22_mean_squared_error: 22.4068 - output23_mean_squared_error: 15.4323 - output24_mean_squared_error: 21.6593 - output25_mean_squared_error: 27.8993 - output26_mean_squared_error: 14.5807 - output27_mean_squared_error: 28.8582 - output28_mean_squared_error: 21.5381 - output29_mean_squared_error: 28.3658 Epoch 1249/2000 121/121 [==============================] - 0s 830us/step - loss: 624.8289 - output00_loss: 12.4083 - output01_loss: 13.9605 - output02_loss: 22.0965 - output03_loss: 32.5364 - output04_loss: 27.0098 - output05_loss: 18.5007 - output06_loss: 20.8658 - output07_loss: 22.8485 - output08_loss: 14.3370 - output09_loss: 19.3024 - output10_loss: 19.1415 - output11_loss: 20.7780 - output12_loss: 16.8277 - output13_loss: 25.8487 - output14_loss: 18.4257 - output15_loss: 28.4280 - output16_loss: 20.7625 - output17_loss: 22.1996 - output18_loss: 14.1761 - output19_loss: 11.0902 - output20_loss: 12.7114 - output21_loss: 29.8481 - output22_loss: 22.4061 - output23_loss: 15.4321 - output24_loss: 21.6580 - output25_loss: 27.8988 - output26_loss: 14.5805 - output27_loss: 28.8566 - output28_loss: 21.5340 - output29_loss: 28.3593 - output00_mean_squared_error: 12.4083 - output01_mean_squared_error: 13.9605 - output02_mean_squared_error: 22.0965 - output03_mean_squared_error: 32.5364 - output04_mean_squared_error: 27.0098 - output05_mean_squared_error: 18.5007 - output06_mean_squared_error: 20.8658 - output07_mean_squared_error: 22.8485 - output08_mean_squared_error: 14.3370 - output09_mean_squared_error: 19.3024 - output10_mean_squared_error: 19.1415 - output11_mean_squared_error: 20.7780 - output12_mean_squared_error: 16.8277 - output13_mean_squared_error: 25.8487 - output14_mean_squared_error: 18.4257 - output15_mean_squared_error: 28.4280 - output16_mean_squared_error: 20.7625 - output17_mean_squared_error: 22.1996 - output18_mean_squared_error: 14.1761 - output19_mean_squared_error: 11.0902 - output20_mean_squared_error: 12.7114 - output21_mean_squared_error: 29.8481 - output22_mean_squared_error: 22.4061 - output23_mean_squared_error: 15.4321 - output24_mean_squared_error: 21.6580 - output25_mean_squared_error: 27.8988 - output26_mean_squared_error: 14.5805 - output27_mean_squared_error: 28.8566 - output28_mean_squared_error: 21.5340 - output29_mean_squared_error: 28.3593 Epoch 1250/2000 121/121 [==============================] - 0s 968us/step - loss: 624.7699 - output00_loss: 12.4082 - output01_loss: 13.9582 - output02_loss: 22.0938 - output03_loss: 32.5346 - output04_loss: 27.0050 - output05_loss: 18.5004 - output06_loss: 20.8610 - output07_loss: 22.8444 - output08_loss: 14.3359 - output09_loss: 19.3016 - output10_loss: 19.1412 - output11_loss: 20.7779 - output12_loss: 16.8266 - output13_loss: 25.8458 - output14_loss: 18.4227 - output15_loss: 28.4246 - output16_loss: 20.7624 - output17_loss: 22.1973 - output18_loss: 14.1759 - output19_loss: 11.0878 - output20_loss: 12.7082 - output21_loss: 29.8465 - output22_loss: 22.4054 - output23_loss: 15.4319 - output24_loss: 21.6567 - output25_loss: 27.8982 - output26_loss: 14.5803 - output27_loss: 28.8549 - output28_loss: 21.5299 - output29_loss: 28.3528 - output00_mean_squared_error: 12.4082 - output01_mean_squared_error: 13.9582 - output02_mean_squared_error: 22.0938 - output03_mean_squared_error: 32.5346 - output04_mean_squared_error: 27.0050 - output05_mean_squared_error: 18.5004 - output06_mean_squared_error: 20.8610 - output07_mean_squared_error: 22.8444 - output08_mean_squared_error: 14.3359 - output09_mean_squared_error: 19.3016 - output10_mean_squared_error: 19.1412 - output11_mean_squared_error: 20.7779 - output12_mean_squared_error: 16.8266 - output13_mean_squared_error: 25.8458 - output14_mean_squared_error: 18.4227 - output15_mean_squared_error: 28.4246 - output16_mean_squared_error: 20.7624 - output17_mean_squared_error: 22.1973 - output18_mean_squared_error: 14.1759 - output19_mean_squared_error: 11.0878 - output20_mean_squared_error: 12.7082 - output21_mean_squared_error: 29.8465 - output22_mean_squared_error: 22.4054 - output23_mean_squared_error: 15.4319 - output24_mean_squared_error: 21.6567 - output25_mean_squared_error: 27.8982 - output26_mean_squared_error: 14.5803 - output27_mean_squared_error: 28.8549 - output28_mean_squared_error: 21.5299 - output29_mean_squared_error: 28.3528 Epoch 1251/2000 121/121 [==============================] - 0s 941us/step - loss: 624.7112 - output00_loss: 12.4081 - output01_loss: 13.9558 - output02_loss: 22.0910 - output03_loss: 32.5327 - output04_loss: 27.0002 - output05_loss: 18.5000 - output06_loss: 20.8562 - output07_loss: 22.8403 - output08_loss: 14.3348 - output09_loss: 19.3008 - output10_loss: 19.1409 - output11_loss: 20.7777 - output12_loss: 16.8255 - output13_loss: 25.8429 - output14_loss: 18.4198 - output15_loss: 28.4213 - output16_loss: 20.7623 - output17_loss: 22.1950 - output18_loss: 14.1757 - output19_loss: 11.0855 - output20_loss: 12.7050 - output21_loss: 29.8450 - output22_loss: 22.4047 - output23_loss: 15.4317 - output24_loss: 21.6554 - output25_loss: 27.8977 - output26_loss: 14.5800 - output27_loss: 28.8533 - output28_loss: 21.5258 - output29_loss: 28.3463 - output00_mean_squared_error: 12.4081 - output01_mean_squared_error: 13.9558 - output02_mean_squared_error: 22.0910 - output03_mean_squared_error: 32.5327 - output04_mean_squared_error: 27.0002 - output05_mean_squared_error: 18.5000 - output06_mean_squared_error: 20.8562 - output07_mean_squared_error: 22.8403 - output08_mean_squared_error: 14.3348 - output09_mean_squared_error: 19.3008 - output10_mean_squared_error: 19.1409 - output11_mean_squared_error: 20.7777 - output12_mean_squared_error: 16.8255 - output13_mean_squared_error: 25.8429 - output14_mean_squared_error: 18.4198 - output15_mean_squared_error: 28.4213 - output16_mean_squared_error: 20.7623 - output17_mean_squared_error: 22.1950 - output18_mean_squared_error: 14.1757 - output19_mean_squared_error: 11.0855 - output20_mean_squared_error: 12.7050 - output21_mean_squared_error: 29.8450 - output22_mean_squared_error: 22.4047 - output23_mean_squared_error: 15.4317 - output24_mean_squared_error: 21.6554 - output25_mean_squared_error: 27.8977 - output26_mean_squared_error: 14.5800 - output27_mean_squared_error: 28.8533 - output28_mean_squared_error: 21.5258 - output29_mean_squared_error: 28.3463 Epoch 1252/2000 121/121 [==============================] - 0s 1ms/step - loss: 624.6526 - output00_loss: 12.4079 - output01_loss: 13.9535 - output02_loss: 22.0883 - output03_loss: 32.5309 - output04_loss: 26.9954 - output05_loss: 18.4996 - output06_loss: 20.8514 - output07_loss: 22.8362 - output08_loss: 14.3336 - output09_loss: 19.2999 - output10_loss: 19.1407 - output11_loss: 20.7776 - output12_loss: 16.8244 - output13_loss: 25.8399 - output14_loss: 18.4168 - output15_loss: 28.4180 - output16_loss: 20.7622 - output17_loss: 22.1927 - output18_loss: 14.1754 - output19_loss: 11.0831 - output20_loss: 12.7018 - output21_loss: 29.8435 - output22_loss: 22.4040 - output23_loss: 15.4315 - output24_loss: 21.6541 - output25_loss: 27.8971 - output26_loss: 14.5798 - output27_loss: 28.8517 - output28_loss: 21.5216 - output29_loss: 28.3399 - output00_mean_squared_error: 12.4079 - output01_mean_squared_error: 13.9535 - output02_mean_squared_error: 22.0883 - output03_mean_squared_error: 32.5309 - output04_mean_squared_error: 26.9954 - output05_mean_squared_error: 18.4996 - output06_mean_squared_error: 20.8514 - output07_mean_squared_error: 22.8362 - output08_mean_squared_error: 14.3336 - output09_mean_squared_error: 19.2999 - output10_mean_squared_error: 19.1407 - output11_mean_squared_error: 20.7776 - output12_mean_squared_error: 16.8244 - output13_mean_squared_error: 25.8399 - output14_mean_squared_error: 18.4168 - output15_mean_squared_error: 28.4180 - output16_mean_squared_error: 20.7622 - output17_mean_squared_error: 22.1927 - output18_mean_squared_error: 14.1754 - output19_mean_squared_error: 11.0831 - output20_mean_squared_error: 12.7018 - output21_mean_squared_error: 29.8435 - output22_mean_squared_error: 22.4040 - output23_mean_squared_error: 15.4315 - output24_mean_squared_error: 21.6541 - output25_mean_squared_error: 27.8971 - output26_mean_squared_error: 14.5798 - output27_mean_squared_error: 28.8517 - output28_mean_squared_error: 21.5216 - output29_mean_squared_error: 28.3399 Epoch 1253/2000 121/121 [==============================] - 0s 1ms/step - loss: 624.5942 - output00_loss: 12.4078 - output01_loss: 13.9512 - output02_loss: 22.0856 - output03_loss: 32.5291 - output04_loss: 26.9906 - output05_loss: 18.4992 - output06_loss: 20.8466 - output07_loss: 22.8321 - output08_loss: 14.3325 - output09_loss: 19.2991 - output10_loss: 19.1404 - output11_loss: 20.7775 - output12_loss: 16.8233 - output13_loss: 25.8370 - output14_loss: 18.4138 - output15_loss: 28.4147 - output16_loss: 20.7621 - output17_loss: 22.1904 - output18_loss: 14.1752 - output19_loss: 11.0808 - output20_loss: 12.6986 - output21_loss: 29.8420 - output22_loss: 22.4033 - output23_loss: 15.4312 - output24_loss: 21.6528 - output25_loss: 27.8966 - output26_loss: 14.5796 - output27_loss: 28.8501 - output28_loss: 21.5175 - output29_loss: 28.3334 - output00_mean_squared_error: 12.4078 - output01_mean_squared_error: 13.9512 - output02_mean_squared_error: 22.0856 - output03_mean_squared_error: 32.5291 - output04_mean_squared_error: 26.9906 - output05_mean_squared_error: 18.4992 - output06_mean_squared_error: 20.8466 - output07_mean_squared_error: 22.8321 - output08_mean_squared_error: 14.3325 - output09_mean_squared_error: 19.2991 - output10_mean_squared_error: 19.1404 - output11_mean_squared_error: 20.7775 - output12_mean_squared_error: 16.8233 - output13_mean_squared_error: 25.8370 - output14_mean_squared_error: 18.4138 - output15_mean_squared_error: 28.4147 - output16_mean_squared_error: 20.7621 - output17_mean_squared_error: 22.1904 - output18_mean_squared_error: 14.1752 - output19_mean_squared_error: 11.0808 - output20_mean_squared_error: 12.6986 - output21_mean_squared_error: 29.8420 - output22_mean_squared_error: 22.4033 - output23_mean_squared_error: 15.4312 - output24_mean_squared_error: 21.6528 - output25_mean_squared_error: 27.8966 - output26_mean_squared_error: 14.5796 - output27_mean_squared_error: 28.8501 - output28_mean_squared_error: 21.5175 - output29_mean_squared_error: 28.3334 Epoch 1254/2000 121/121 [==============================] - 0s 1ms/step - loss: 624.5358 - output00_loss: 12.4077 - output01_loss: 13.9489 - output02_loss: 22.0829 - output03_loss: 32.5273 - output04_loss: 26.9859 - output05_loss: 18.4989 - output06_loss: 20.8419 - output07_loss: 22.8280 - output08_loss: 14.3314 - output09_loss: 19.2983 - output10_loss: 19.1401 - output11_loss: 20.7773 - output12_loss: 16.8221 - output13_loss: 25.8341 - output14_loss: 18.4109 - output15_loss: 28.4115 - output16_loss: 20.7619 - output17_loss: 22.1881 - output18_loss: 14.1750 - output19_loss: 11.0785 - output20_loss: 12.6954 - output21_loss: 29.8404 - output22_loss: 22.4026 - output23_loss: 15.4310 - output24_loss: 21.6515 - output25_loss: 27.8960 - output26_loss: 14.5794 - output27_loss: 28.8485 - output28_loss: 21.5134 - output29_loss: 28.3270 - output00_mean_squared_error: 12.4077 - output01_mean_squared_error: 13.9489 - output02_mean_squared_error: 22.0829 - output03_mean_squared_error: 32.5273 - output04_mean_squared_error: 26.9859 - output05_mean_squared_error: 18.4989 - output06_mean_squared_error: 20.8419 - output07_mean_squared_error: 22.8280 - output08_mean_squared_error: 14.3314 - output09_mean_squared_error: 19.2983 - output10_mean_squared_error: 19.1401 - output11_mean_squared_error: 20.7773 - output12_mean_squared_error: 16.8221 - output13_mean_squared_error: 25.8341 - output14_mean_squared_error: 18.4109 - output15_mean_squared_error: 28.4115 - output16_mean_squared_error: 20.7619 - output17_mean_squared_error: 22.1881 - output18_mean_squared_error: 14.1750 - output19_mean_squared_error: 11.0785 - output20_mean_squared_error: 12.6954 - output21_mean_squared_error: 29.8404 - output22_mean_squared_error: 22.4026 - output23_mean_squared_error: 15.4310 - output24_mean_squared_error: 21.6515 - output25_mean_squared_error: 27.8960 - output26_mean_squared_error: 14.5794 - output27_mean_squared_error: 28.8485 - output28_mean_squared_error: 21.5134 - output29_mean_squared_error: 28.3270 Epoch 1255/2000 121/121 [==============================] - 0s 715us/step - loss: 624.4776 - output00_loss: 12.4076 - output01_loss: 13.9465 - output02_loss: 22.0802 - output03_loss: 32.5255 - output04_loss: 26.9811 - output05_loss: 18.4985 - output06_loss: 20.8371 - output07_loss: 22.8239 - output08_loss: 14.3303 - output09_loss: 19.2974 - output10_loss: 19.1398 - output11_loss: 20.7772 - output12_loss: 16.8210 - output13_loss: 25.8312 - output14_loss: 18.4079 - output15_loss: 28.4082 - output16_loss: 20.7618 - output17_loss: 22.1858 - output18_loss: 14.1747 - output19_loss: 11.0761 - output20_loss: 12.6923 - output21_loss: 29.8389 - output22_loss: 22.4019 - output23_loss: 15.4308 - output24_loss: 21.6502 - output25_loss: 27.8955 - output26_loss: 14.5792 - output27_loss: 28.8469 - output28_loss: 21.5093 - output29_loss: 28.3205 - output00_mean_squared_error: 12.4076 - output01_mean_squared_error: 13.9465 - output02_mean_squared_error: 22.0802 - output03_mean_squared_error: 32.5255 - output04_mean_squared_error: 26.9811 - output05_mean_squared_error: 18.4985 - output06_mean_squared_error: 20.8371 - output07_mean_squared_error: 22.8239 - output08_mean_squared_error: 14.3303 - output09_mean_squared_error: 19.2974 - output10_mean_squared_error: 19.1398 - output11_mean_squared_error: 20.7772 - output12_mean_squared_error: 16.8210 - output13_mean_squared_error: 25.8312 - output14_mean_squared_error: 18.4079 - output15_mean_squared_error: 28.4082 - output16_mean_squared_error: 20.7618 - output17_mean_squared_error: 22.1858 - output18_mean_squared_error: 14.1747 - output19_mean_squared_error: 11.0761 - output20_mean_squared_error: 12.6923 - output21_mean_squared_error: 29.8389 - output22_mean_squared_error: 22.4019 - output23_mean_squared_error: 15.4308 - output24_mean_squared_error: 21.6502 - output25_mean_squared_error: 27.8955 - output26_mean_squared_error: 14.5792 - output27_mean_squared_error: 28.8469 - output28_mean_squared_error: 21.5093 - output29_mean_squared_error: 28.3205 Epoch 1256/2000 121/121 [==============================] - 0s 1ms/step - loss: 624.4194 - output00_loss: 12.4075 - output01_loss: 13.9442 - output02_loss: 22.0775 - output03_loss: 32.5237 - output04_loss: 26.9763 - output05_loss: 18.4981 - output06_loss: 20.8323 - output07_loss: 22.8199 - output08_loss: 14.3292 - output09_loss: 19.2966 - output10_loss: 19.1395 - output11_loss: 20.7771 - output12_loss: 16.8199 - output13_loss: 25.8283 - output14_loss: 18.4050 - output15_loss: 28.4049 - output16_loss: 20.7617 - output17_loss: 22.1835 - output18_loss: 14.1745 - output19_loss: 11.0738 - output20_loss: 12.6891 - output21_loss: 29.8374 - output22_loss: 22.4012 - output23_loss: 15.4306 - output24_loss: 21.6489 - output25_loss: 27.8950 - output26_loss: 14.5790 - output27_loss: 28.8453 - output28_loss: 21.5053 - output29_loss: 28.3141 - output00_mean_squared_error: 12.4075 - output01_mean_squared_error: 13.9442 - output02_mean_squared_error: 22.0775 - output03_mean_squared_error: 32.5237 - output04_mean_squared_error: 26.9763 - output05_mean_squared_error: 18.4981 - output06_mean_squared_error: 20.8323 - output07_mean_squared_error: 22.8199 - output08_mean_squared_error: 14.3292 - output09_mean_squared_error: 19.2966 - output10_mean_squared_error: 19.1395 - output11_mean_squared_error: 20.7771 - output12_mean_squared_error: 16.8199 - output13_mean_squared_error: 25.8283 - output14_mean_squared_error: 18.4050 - output15_mean_squared_error: 28.4049 - output16_mean_squared_error: 20.7617 - output17_mean_squared_error: 22.1835 - output18_mean_squared_error: 14.1745 - output19_mean_squared_error: 11.0738 - output20_mean_squared_error: 12.6891 - output21_mean_squared_error: 29.8374 - output22_mean_squared_error: 22.4012 - output23_mean_squared_error: 15.4306 - output24_mean_squared_error: 21.6489 - output25_mean_squared_error: 27.8950 - output26_mean_squared_error: 14.5790 - output27_mean_squared_error: 28.8453 - output28_mean_squared_error: 21.5053 - output29_mean_squared_error: 28.3141 Epoch 1257/2000 121/121 [==============================] - 0s 903us/step - loss: 624.3613 - output00_loss: 12.4074 - output01_loss: 13.9419 - output02_loss: 22.0748 - output03_loss: 32.5219 - output04_loss: 26.9716 - output05_loss: 18.4978 - output06_loss: 20.8276 - output07_loss: 22.8158 - output08_loss: 14.3281 - output09_loss: 19.2958 - output10_loss: 19.1392 - output11_loss: 20.7769 - output12_loss: 16.8188 - output13_loss: 25.8254 - output14_loss: 18.4021 - output15_loss: 28.4016 - output16_loss: 20.7616 - output17_loss: 22.1813 - output18_loss: 14.1743 - output19_loss: 11.0715 - output20_loss: 12.6859 - output21_loss: 29.8359 - output22_loss: 22.4005 - output23_loss: 15.4304 - output24_loss: 21.6477 - output25_loss: 27.8944 - output26_loss: 14.5788 - output27_loss: 28.8437 - output28_loss: 21.5012 - output29_loss: 28.3077 - output00_mean_squared_error: 12.4074 - output01_mean_squared_error: 13.9419 - output02_mean_squared_error: 22.0748 - output03_mean_squared_error: 32.5219 - output04_mean_squared_error: 26.9716 - output05_mean_squared_error: 18.4978 - output06_mean_squared_error: 20.8276 - output07_mean_squared_error: 22.8158 - output08_mean_squared_error: 14.3281 - output09_mean_squared_error: 19.2958 - output10_mean_squared_error: 19.1392 - output11_mean_squared_error: 20.7769 - output12_mean_squared_error: 16.8188 - output13_mean_squared_error: 25.8254 - output14_mean_squared_error: 18.4021 - output15_mean_squared_error: 28.4016 - output16_mean_squared_error: 20.7616 - output17_mean_squared_error: 22.1813 - output18_mean_squared_error: 14.1743 - output19_mean_squared_error: 11.0715 - output20_mean_squared_error: 12.6859 - output21_mean_squared_error: 29.8359 - output22_mean_squared_error: 22.4005 - output23_mean_squared_error: 15.4304 - output24_mean_squared_error: 21.6477 - output25_mean_squared_error: 27.8944 - output26_mean_squared_error: 14.5788 - output27_mean_squared_error: 28.8437 - output28_mean_squared_error: 21.5012 - output29_mean_squared_error: 28.3077 Epoch 1258/2000 121/121 [==============================] - 0s 922us/step - loss: 624.3035 - output00_loss: 12.4072 - output01_loss: 13.9396 - output02_loss: 22.0721 - output03_loss: 32.5201 - output04_loss: 26.9669 - output05_loss: 18.4974 - output06_loss: 20.8228 - output07_loss: 22.8117 - output08_loss: 14.3270 - output09_loss: 19.2950 - output10_loss: 19.1389 - output11_loss: 20.7768 - output12_loss: 16.8177 - output13_loss: 25.8225 - output14_loss: 18.3991 - output15_loss: 28.3984 - output16_loss: 20.7615 - output17_loss: 22.1790 - output18_loss: 14.1740 - output19_loss: 11.0691 - output20_loss: 12.6828 - output21_loss: 29.8344 - output22_loss: 22.3998 - output23_loss: 15.4302 - output24_loss: 21.6464 - output25_loss: 27.8939 - output26_loss: 14.5786 - output27_loss: 28.8421 - output28_loss: 21.4971 - output29_loss: 28.3013 - output00_mean_squared_error: 12.4072 - output01_mean_squared_error: 13.9396 - output02_mean_squared_error: 22.0721 - output03_mean_squared_error: 32.5201 - output04_mean_squared_error: 26.9669 - output05_mean_squared_error: 18.4974 - output06_mean_squared_error: 20.8228 - output07_mean_squared_error: 22.8117 - output08_mean_squared_error: 14.3270 - output09_mean_squared_error: 19.2950 - output10_mean_squared_error: 19.1389 - output11_mean_squared_error: 20.7768 - output12_mean_squared_error: 16.8177 - output13_mean_squared_error: 25.8225 - output14_mean_squared_error: 18.3991 - output15_mean_squared_error: 28.3984 - output16_mean_squared_error: 20.7615 - output17_mean_squared_error: 22.1790 - output18_mean_squared_error: 14.1740 - output19_mean_squared_error: 11.0691 - output20_mean_squared_error: 12.6828 - output21_mean_squared_error: 29.8344 - output22_mean_squared_error: 22.3998 - output23_mean_squared_error: 15.4302 - output24_mean_squared_error: 21.6464 - output25_mean_squared_error: 27.8939 - output26_mean_squared_error: 14.5786 - output27_mean_squared_error: 28.8421 - output28_mean_squared_error: 21.4971 - output29_mean_squared_error: 28.3013 Epoch 1259/2000 121/121 [==============================] - 0s 918us/step - loss: 624.2457 - output00_loss: 12.4071 - output01_loss: 13.9373 - output02_loss: 22.0694 - output03_loss: 32.5183 - output04_loss: 26.9621 - output05_loss: 18.4971 - output06_loss: 20.8181 - output07_loss: 22.8077 - output08_loss: 14.3259 - output09_loss: 19.2941 - output10_loss: 19.1386 - output11_loss: 20.7767 - output12_loss: 16.8167 - output13_loss: 25.8196 - output14_loss: 18.3962 - output15_loss: 28.3951 - output16_loss: 20.7614 - output17_loss: 22.1768 - output18_loss: 14.1738 - output19_loss: 11.0668 - output20_loss: 12.6796 - output21_loss: 29.8329 - output22_loss: 22.3991 - output23_loss: 15.4299 - output24_loss: 21.6451 - output25_loss: 27.8933 - output26_loss: 14.5784 - output27_loss: 28.8405 - output28_loss: 21.4930 - output29_loss: 28.2949 - output00_mean_squared_error: 12.4071 - output01_mean_squared_error: 13.9373 - output02_mean_squared_error: 22.0694 - output03_mean_squared_error: 32.5183 - output04_mean_squared_error: 26.9621 - output05_mean_squared_error: 18.4971 - output06_mean_squared_error: 20.8181 - output07_mean_squared_error: 22.8077 - output08_mean_squared_error: 14.3259 - output09_mean_squared_error: 19.2941 - output10_mean_squared_error: 19.1386 - output11_mean_squared_error: 20.7767 - output12_mean_squared_error: 16.8167 - output13_mean_squared_error: 25.8196 - output14_mean_squared_error: 18.3962 - output15_mean_squared_error: 28.3951 - output16_mean_squared_error: 20.7614 - output17_mean_squared_error: 22.1768 - output18_mean_squared_error: 14.1738 - output19_mean_squared_error: 11.0668 - output20_mean_squared_error: 12.6796 - output21_mean_squared_error: 29.8329 - output22_mean_squared_error: 22.3991 - output23_mean_squared_error: 15.4299 - output24_mean_squared_error: 21.6451 - output25_mean_squared_error: 27.8933 - output26_mean_squared_error: 14.5784 - output27_mean_squared_error: 28.8405 - output28_mean_squared_error: 21.4930 - output29_mean_squared_error: 28.2949 Epoch 1260/2000 121/121 [==============================] - 0s 1ms/step - loss: 624.1881 - output00_loss: 12.4070 - output01_loss: 13.9350 - output02_loss: 22.0668 - output03_loss: 32.5165 - output04_loss: 26.9574 - output05_loss: 18.4967 - output06_loss: 20.8134 - output07_loss: 22.8037 - output08_loss: 14.3249 - output09_loss: 19.2933 - output10_loss: 19.1384 - output11_loss: 20.7765 - output12_loss: 16.8156 - output13_loss: 25.8167 - output14_loss: 18.3933 - output15_loss: 28.3918 - output16_loss: 20.7613 - output17_loss: 22.1745 - output18_loss: 14.1736 - output19_loss: 11.0645 - output20_loss: 12.6765 - output21_loss: 29.8314 - output22_loss: 22.3985 - output23_loss: 15.4297 - output24_loss: 21.6438 - output25_loss: 27.8928 - output26_loss: 14.5782 - output27_loss: 28.8390 - output28_loss: 21.4890 - output29_loss: 28.2885 - output00_mean_squared_error: 12.4070 - output01_mean_squared_error: 13.9350 - output02_mean_squared_error: 22.0668 - output03_mean_squared_error: 32.5165 - output04_mean_squared_error: 26.9574 - output05_mean_squared_error: 18.4967 - output06_mean_squared_error: 20.8134 - output07_mean_squared_error: 22.8037 - output08_mean_squared_error: 14.3249 - output09_mean_squared_error: 19.2933 - output10_mean_squared_error: 19.1384 - output11_mean_squared_error: 20.7765 - output12_mean_squared_error: 16.8156 - output13_mean_squared_error: 25.8167 - output14_mean_squared_error: 18.3933 - output15_mean_squared_error: 28.3918 - output16_mean_squared_error: 20.7613 - output17_mean_squared_error: 22.1745 - output18_mean_squared_error: 14.1736 - output19_mean_squared_error: 11.0645 - output20_mean_squared_error: 12.6765 - output21_mean_squared_error: 29.8314 - output22_mean_squared_error: 22.3985 - output23_mean_squared_error: 15.4297 - output24_mean_squared_error: 21.6438 - output25_mean_squared_error: 27.8928 - output26_mean_squared_error: 14.5782 - output27_mean_squared_error: 28.8390 - output28_mean_squared_error: 21.4890 - output29_mean_squared_error: 28.2885 Epoch 1261/2000 121/121 [==============================] - 0s 1ms/step - loss: 624.1306 - output00_loss: 12.4069 - output01_loss: 13.9327 - output02_loss: 22.0641 - output03_loss: 32.5148 - output04_loss: 26.9527 - output05_loss: 18.4963 - output06_loss: 20.8086 - output07_loss: 22.7996 - output08_loss: 14.3238 - output09_loss: 19.2925 - output10_loss: 19.1381 - output11_loss: 20.7764 - output12_loss: 16.8145 - output13_loss: 25.8138 - output14_loss: 18.3904 - output15_loss: 28.3886 - output16_loss: 20.7612 - output17_loss: 22.1723 - output18_loss: 14.1734 - output19_loss: 11.0622 - output20_loss: 12.6733 - output21_loss: 29.8299 - output22_loss: 22.3978 - output23_loss: 15.4295 - output24_loss: 21.6426 - output25_loss: 27.8923 - output26_loss: 14.5780 - output27_loss: 28.8374 - output28_loss: 21.4849 - output29_loss: 28.2821 - output00_mean_squared_error: 12.4069 - output01_mean_squared_error: 13.9327 - output02_mean_squared_error: 22.0641 - output03_mean_squared_error: 32.5148 - output04_mean_squared_error: 26.9527 - output05_mean_squared_error: 18.4963 - output06_mean_squared_error: 20.8086 - output07_mean_squared_error: 22.7996 - output08_mean_squared_error: 14.3238 - output09_mean_squared_error: 19.2925 - output10_mean_squared_error: 19.1381 - output11_mean_squared_error: 20.7764 - output12_mean_squared_error: 16.8145 - output13_mean_squared_error: 25.8138 - output14_mean_squared_error: 18.3904 - output15_mean_squared_error: 28.3886 - output16_mean_squared_error: 20.7612 - output17_mean_squared_error: 22.1723 - output18_mean_squared_error: 14.1734 - output19_mean_squared_error: 11.0622 - output20_mean_squared_error: 12.6733 - output21_mean_squared_error: 29.8299 - output22_mean_squared_error: 22.3978 - output23_mean_squared_error: 15.4295 - output24_mean_squared_error: 21.6426 - output25_mean_squared_error: 27.8923 - output26_mean_squared_error: 14.5780 - output27_mean_squared_error: 28.8374 - output28_mean_squared_error: 21.4849 - output29_mean_squared_error: 28.2821 Epoch 1262/2000 121/121 [==============================] - 0s 667us/step - loss: 624.0731 - output00_loss: 12.4068 - output01_loss: 13.9304 - output02_loss: 22.0614 - output03_loss: 32.5130 - output04_loss: 26.9480 - output05_loss: 18.4960 - output06_loss: 20.8039 - output07_loss: 22.7956 - output08_loss: 14.3227 - output09_loss: 19.2917 - output10_loss: 19.1378 - output11_loss: 20.7763 - output12_loss: 16.8134 - output13_loss: 25.8109 - output14_loss: 18.3875 - output15_loss: 28.3853 - output16_loss: 20.7611 - output17_loss: 22.1700 - output18_loss: 14.1731 - output19_loss: 11.0599 - output20_loss: 12.6702 - output21_loss: 29.8285 - output22_loss: 22.3971 - output23_loss: 15.4293 - output24_loss: 21.6413 - output25_loss: 27.8917 - output26_loss: 14.5778 - output27_loss: 28.8358 - output28_loss: 21.4809 - output29_loss: 28.2757 - output00_mean_squared_error: 12.4068 - output01_mean_squared_error: 13.9304 - output02_mean_squared_error: 22.0614 - output03_mean_squared_error: 32.5130 - output04_mean_squared_error: 26.9480 - output05_mean_squared_error: 18.4960 - output06_mean_squared_error: 20.8039 - output07_mean_squared_error: 22.7956 - output08_mean_squared_error: 14.3227 - output09_mean_squared_error: 19.2917 - output10_mean_squared_error: 19.1378 - output11_mean_squared_error: 20.7763 - output12_mean_squared_error: 16.8134 - output13_mean_squared_error: 25.8109 - output14_mean_squared_error: 18.3875 - output15_mean_squared_error: 28.3853 - output16_mean_squared_error: 20.7611 - output17_mean_squared_error: 22.1700 - output18_mean_squared_error: 14.1731 - output19_mean_squared_error: 11.0599 - output20_mean_squared_error: 12.6702 - output21_mean_squared_error: 29.8285 - output22_mean_squared_error: 22.3971 - output23_mean_squared_error: 15.4293 - output24_mean_squared_error: 21.6413 - output25_mean_squared_error: 27.8917 - output26_mean_squared_error: 14.5778 - output27_mean_squared_error: 28.8358 - output28_mean_squared_error: 21.4809 - output29_mean_squared_error: 28.2757 Epoch 1263/2000 121/121 [==============================] - 0s 1ms/step - loss: 624.0159 - output00_loss: 12.4067 - output01_loss: 13.9281 - output02_loss: 22.0588 - output03_loss: 32.5112 - output04_loss: 26.9433 - output05_loss: 18.4956 - output06_loss: 20.7992 - output07_loss: 22.7916 - output08_loss: 14.3216 - output09_loss: 19.2909 - output10_loss: 19.1375 - output11_loss: 20.7761 - output12_loss: 16.8123 - output13_loss: 25.8081 - output14_loss: 18.3846 - output15_loss: 28.3821 - output16_loss: 20.7610 - output17_loss: 22.1678 - output18_loss: 14.1729 - output19_loss: 11.0575 - output20_loss: 12.6671 - output21_loss: 29.8270 - output22_loss: 22.3964 - output23_loss: 15.4291 - output24_loss: 21.6401 - output25_loss: 27.8912 - output26_loss: 14.5776 - output27_loss: 28.8342 - output28_loss: 21.4768 - output29_loss: 28.2694 - output00_mean_squared_error: 12.4067 - output01_mean_squared_error: 13.9281 - output02_mean_squared_error: 22.0588 - output03_mean_squared_error: 32.5112 - output04_mean_squared_error: 26.9433 - output05_mean_squared_error: 18.4956 - output06_mean_squared_error: 20.7992 - output07_mean_squared_error: 22.7916 - output08_mean_squared_error: 14.3216 - output09_mean_squared_error: 19.2909 - output10_mean_squared_error: 19.1375 - output11_mean_squared_error: 20.7761 - output12_mean_squared_error: 16.8123 - output13_mean_squared_error: 25.8081 - output14_mean_squared_error: 18.3846 - output15_mean_squared_error: 28.3821 - output16_mean_squared_error: 20.7610 - output17_mean_squared_error: 22.1678 - output18_mean_squared_error: 14.1729 - output19_mean_squared_error: 11.0575 - output20_mean_squared_error: 12.6671 - output21_mean_squared_error: 29.8270 - output22_mean_squared_error: 22.3964 - output23_mean_squared_error: 15.4291 - output24_mean_squared_error: 21.6401 - output25_mean_squared_error: 27.8912 - output26_mean_squared_error: 14.5776 - output27_mean_squared_error: 28.8342 - output28_mean_squared_error: 21.4768 - output29_mean_squared_error: 28.2694 Epoch 1264/2000 121/121 [==============================] - 0s 946us/step - loss: 623.9587 - output00_loss: 12.4066 - output01_loss: 13.9258 - output02_loss: 22.0561 - output03_loss: 32.5095 - output04_loss: 26.9386 - output05_loss: 18.4953 - output06_loss: 20.7945 - output07_loss: 22.7876 - output08_loss: 14.3206 - output09_loss: 19.2901 - output10_loss: 19.1372 - output11_loss: 20.7760 - output12_loss: 16.8113 - output13_loss: 25.8052 - output14_loss: 18.3817 - output15_loss: 28.3789 - output16_loss: 20.7609 - output17_loss: 22.1655 - output18_loss: 14.1727 - output19_loss: 11.0552 - output20_loss: 12.6640 - output21_loss: 29.8255 - output22_loss: 22.3958 - output23_loss: 15.4289 - output24_loss: 21.6388 - output25_loss: 27.8907 - output26_loss: 14.5774 - output27_loss: 28.8327 - output28_loss: 21.4728 - output29_loss: 28.2630 - output00_mean_squared_error: 12.4066 - output01_mean_squared_error: 13.9258 - output02_mean_squared_error: 22.0561 - output03_mean_squared_error: 32.5095 - output04_mean_squared_error: 26.9386 - output05_mean_squared_error: 18.4953 - output06_mean_squared_error: 20.7945 - output07_mean_squared_error: 22.7876 - output08_mean_squared_error: 14.3206 - output09_mean_squared_error: 19.2901 - output10_mean_squared_error: 19.1372 - output11_mean_squared_error: 20.7760 - output12_mean_squared_error: 16.8113 - output13_mean_squared_error: 25.8052 - output14_mean_squared_error: 18.3817 - output15_mean_squared_error: 28.3789 - output16_mean_squared_error: 20.7609 - output17_mean_squared_error: 22.1655 - output18_mean_squared_error: 14.1727 - output19_mean_squared_error: 11.0552 - output20_mean_squared_error: 12.6640 - output21_mean_squared_error: 29.8255 - output22_mean_squared_error: 22.3958 - output23_mean_squared_error: 15.4289 - output24_mean_squared_error: 21.6388 - output25_mean_squared_error: 27.8907 - output26_mean_squared_error: 14.5774 - output27_mean_squared_error: 28.8327 - output28_mean_squared_error: 21.4728 - output29_mean_squared_error: 28.2630 Epoch 1265/2000 121/121 [==============================] - 0s 1ms/step - loss: 623.9016 - output00_loss: 12.4065 - output01_loss: 13.9235 - output02_loss: 22.0535 - output03_loss: 32.5077 - output04_loss: 26.9339 - output05_loss: 18.4949 - output06_loss: 20.7899 - output07_loss: 22.7836 - output08_loss: 14.3195 - output09_loss: 19.2893 - output10_loss: 19.1370 - output11_loss: 20.7759 - output12_loss: 16.8102 - output13_loss: 25.8023 - output14_loss: 18.3788 - output15_loss: 28.3756 - output16_loss: 20.7607 - output17_loss: 22.1633 - output18_loss: 14.1725 - output19_loss: 11.0529 - output20_loss: 12.6608 - output21_loss: 29.8240 - output22_loss: 22.3951 - output23_loss: 15.4287 - output24_loss: 21.6376 - output25_loss: 27.8902 - output26_loss: 14.5772 - output27_loss: 28.8311 - output28_loss: 21.4688 - output29_loss: 28.2567 - output00_mean_squared_error: 12.4065 - output01_mean_squared_error: 13.9235 - output02_mean_squared_error: 22.0535 - output03_mean_squared_error: 32.5077 - output04_mean_squared_error: 26.9339 - output05_mean_squared_error: 18.4949 - output06_mean_squared_error: 20.7899 - output07_mean_squared_error: 22.7836 - output08_mean_squared_error: 14.3195 - output09_mean_squared_error: 19.2893 - output10_mean_squared_error: 19.1370 - output11_mean_squared_error: 20.7759 - output12_mean_squared_error: 16.8102 - output13_mean_squared_error: 25.8023 - output14_mean_squared_error: 18.3788 - output15_mean_squared_error: 28.3756 - output16_mean_squared_error: 20.7607 - output17_mean_squared_error: 22.1633 - output18_mean_squared_error: 14.1725 - output19_mean_squared_error: 11.0529 - output20_mean_squared_error: 12.6608 - output21_mean_squared_error: 29.8240 - output22_mean_squared_error: 22.3951 - output23_mean_squared_error: 15.4287 - output24_mean_squared_error: 21.6376 - output25_mean_squared_error: 27.8902 - output26_mean_squared_error: 14.5772 - output27_mean_squared_error: 28.8311 - output28_mean_squared_error: 21.4688 - output29_mean_squared_error: 28.2567 Epoch 1266/2000 121/121 [==============================] - 0s 1ms/step - loss: 623.8447 - output00_loss: 12.4064 - output01_loss: 13.9212 - output02_loss: 22.0508 - output03_loss: 32.5060 - output04_loss: 26.9293 - output05_loss: 18.4946 - output06_loss: 20.7852 - output07_loss: 22.7796 - output08_loss: 14.3184 - output09_loss: 19.2885 - output10_loss: 19.1367 - output11_loss: 20.7757 - output12_loss: 16.8091 - output13_loss: 25.7995 - output14_loss: 18.3759 - output15_loss: 28.3724 - output16_loss: 20.7606 - output17_loss: 22.1611 - output18_loss: 14.1722 - output19_loss: 11.0506 - output20_loss: 12.6577 - output21_loss: 29.8226 - output22_loss: 22.3944 - output23_loss: 15.4285 - output24_loss: 21.6363 - output25_loss: 27.8896 - output26_loss: 14.5770 - output27_loss: 28.8296 - output28_loss: 21.4647 - output29_loss: 28.2504 - output00_mean_squared_error: 12.4064 - output01_mean_squared_error: 13.9212 - output02_mean_squared_error: 22.0508 - output03_mean_squared_error: 32.5060 - output04_mean_squared_error: 26.9293 - output05_mean_squared_error: 18.4946 - output06_mean_squared_error: 20.7852 - output07_mean_squared_error: 22.7796 - output08_mean_squared_error: 14.3184 - output09_mean_squared_error: 19.2885 - output10_mean_squared_error: 19.1367 - output11_mean_squared_error: 20.7757 - output12_mean_squared_error: 16.8091 - output13_mean_squared_error: 25.7995 - output14_mean_squared_error: 18.3759 - output15_mean_squared_error: 28.3724 - output16_mean_squared_error: 20.7606 - output17_mean_squared_error: 22.1611 - output18_mean_squared_error: 14.1722 - output19_mean_squared_error: 11.0506 - output20_mean_squared_error: 12.6577 - output21_mean_squared_error: 29.8226 - output22_mean_squared_error: 22.3944 - output23_mean_squared_error: 15.4285 - output24_mean_squared_error: 21.6363 - output25_mean_squared_error: 27.8896 - output26_mean_squared_error: 14.5770 - output27_mean_squared_error: 28.8296 - output28_mean_squared_error: 21.4647 - output29_mean_squared_error: 28.2504 Epoch 1267/2000 121/121 [==============================] - 0s 1ms/step - loss: 623.7878 - output00_loss: 12.4062 - output01_loss: 13.9190 - output02_loss: 22.0482 - output03_loss: 32.5043 - output04_loss: 26.9246 - output05_loss: 18.4942 - output06_loss: 20.7805 - output07_loss: 22.7756 - output08_loss: 14.3174 - output09_loss: 19.2877 - output10_loss: 19.1364 - output11_loss: 20.7756 - output12_loss: 16.8081 - output13_loss: 25.7966 - output14_loss: 18.3730 - output15_loss: 28.3692 - output16_loss: 20.7605 - output17_loss: 22.1589 - output18_loss: 14.1720 - output19_loss: 11.0483 - output20_loss: 12.6546 - output21_loss: 29.8211 - output22_loss: 22.3938 - output23_loss: 15.4283 - output24_loss: 21.6351 - output25_loss: 27.8891 - output26_loss: 14.5769 - output27_loss: 28.8280 - output28_loss: 21.4607 - output29_loss: 28.2440 - output00_mean_squared_error: 12.4062 - output01_mean_squared_error: 13.9190 - output02_mean_squared_error: 22.0482 - output03_mean_squared_error: 32.5043 - output04_mean_squared_error: 26.9246 - output05_mean_squared_error: 18.4942 - output06_mean_squared_error: 20.7805 - output07_mean_squared_error: 22.7756 - output08_mean_squared_error: 14.3174 - output09_mean_squared_error: 19.2877 - output10_mean_squared_error: 19.1364 - output11_mean_squared_error: 20.7756 - output12_mean_squared_error: 16.8081 - output13_mean_squared_error: 25.7966 - output14_mean_squared_error: 18.3730 - output15_mean_squared_error: 28.3692 - output16_mean_squared_error: 20.7605 - output17_mean_squared_error: 22.1589 - output18_mean_squared_error: 14.1720 - output19_mean_squared_error: 11.0483 - output20_mean_squared_error: 12.6546 - output21_mean_squared_error: 29.8211 - output22_mean_squared_error: 22.3938 - output23_mean_squared_error: 15.4283 - output24_mean_squared_error: 21.6351 - output25_mean_squared_error: 27.8891 - output26_mean_squared_error: 14.5769 - output27_mean_squared_error: 28.8280 - output28_mean_squared_error: 21.4607 - output29_mean_squared_error: 28.2440 Epoch 1268/2000 121/121 [==============================] - 0s 952us/step - loss: 623.7311 - output00_loss: 12.4061 - output01_loss: 13.9167 - output02_loss: 22.0455 - output03_loss: 32.5025 - output04_loss: 26.9200 - output05_loss: 18.4939 - output06_loss: 20.7758 - output07_loss: 22.7716 - output08_loss: 14.3163 - output09_loss: 19.2869 - output10_loss: 19.1361 - output11_loss: 20.7755 - output12_loss: 16.8070 - output13_loss: 25.7938 - output14_loss: 18.3702 - output15_loss: 28.3660 - output16_loss: 20.7604 - output17_loss: 22.1567 - output18_loss: 14.1718 - output19_loss: 11.0460 - output20_loss: 12.6515 - output21_loss: 29.8196 - output22_loss: 22.3931 - output23_loss: 15.4281 - output24_loss: 21.6338 - output25_loss: 27.8886 - output26_loss: 14.5767 - output27_loss: 28.8265 - output28_loss: 21.4567 - output29_loss: 28.2377 - output00_mean_squared_error: 12.4061 - output01_mean_squared_error: 13.9167 - output02_mean_squared_error: 22.0455 - output03_mean_squared_error: 32.5025 - output04_mean_squared_error: 26.9200 - output05_mean_squared_error: 18.4939 - output06_mean_squared_error: 20.7758 - output07_mean_squared_error: 22.7716 - output08_mean_squared_error: 14.3163 - output09_mean_squared_error: 19.2869 - output10_mean_squared_error: 19.1361 - output11_mean_squared_error: 20.7755 - output12_mean_squared_error: 16.8070 - output13_mean_squared_error: 25.7938 - output14_mean_squared_error: 18.3702 - output15_mean_squared_error: 28.3660 - output16_mean_squared_error: 20.7604 - output17_mean_squared_error: 22.1567 - output18_mean_squared_error: 14.1718 - output19_mean_squared_error: 11.0460 - output20_mean_squared_error: 12.6515 - output21_mean_squared_error: 29.8196 - output22_mean_squared_error: 22.3931 - output23_mean_squared_error: 15.4281 - output24_mean_squared_error: 21.6338 - output25_mean_squared_error: 27.8886 - output26_mean_squared_error: 14.5767 - output27_mean_squared_error: 28.8265 - output28_mean_squared_error: 21.4567 - output29_mean_squared_error: 28.2377 Epoch 1269/2000 121/121 [==============================] - 0s 885us/step - loss: 623.6744 - output00_loss: 12.4060 - output01_loss: 13.9144 - output02_loss: 22.0429 - output03_loss: 32.5008 - output04_loss: 26.9153 - output05_loss: 18.4935 - output06_loss: 20.7712 - output07_loss: 22.7677 - output08_loss: 14.3152 - output09_loss: 19.2861 - output10_loss: 19.1359 - output11_loss: 20.7754 - output12_loss: 16.8060 - output13_loss: 25.7909 - output14_loss: 18.3673 - output15_loss: 28.3627 - output16_loss: 20.7603 - output17_loss: 22.1545 - output18_loss: 14.1716 - output19_loss: 11.0437 - output20_loss: 12.6485 - output21_loss: 29.8182 - output22_loss: 22.3924 - output23_loss: 15.4279 - output24_loss: 21.6326 - output25_loss: 27.8881 - output26_loss: 14.5765 - output27_loss: 28.8249 - output28_loss: 21.4527 - output29_loss: 28.2314 - output00_mean_squared_error: 12.4060 - output01_mean_squared_error: 13.9144 - output02_mean_squared_error: 22.0429 - output03_mean_squared_error: 32.5008 - output04_mean_squared_error: 26.9153 - output05_mean_squared_error: 18.4935 - output06_mean_squared_error: 20.7712 - output07_mean_squared_error: 22.7677 - output08_mean_squared_error: 14.3152 - output09_mean_squared_error: 19.2861 - output10_mean_squared_error: 19.1359 - output11_mean_squared_error: 20.7754 - output12_mean_squared_error: 16.8060 - output13_mean_squared_error: 25.7909 - output14_mean_squared_error: 18.3673 - output15_mean_squared_error: 28.3627 - output16_mean_squared_error: 20.7603 - output17_mean_squared_error: 22.1545 - output18_mean_squared_error: 14.1716 - output19_mean_squared_error: 11.0437 - output20_mean_squared_error: 12.6485 - output21_mean_squared_error: 29.8182 - output22_mean_squared_error: 22.3924 - output23_mean_squared_error: 15.4279 - output24_mean_squared_error: 21.6326 - output25_mean_squared_error: 27.8881 - output26_mean_squared_error: 14.5765 - output27_mean_squared_error: 28.8249 - output28_mean_squared_error: 21.4527 - output29_mean_squared_error: 28.2314 Epoch 1270/2000 121/121 [==============================] - 0s 1ms/step - loss: 623.6180 - output00_loss: 12.4059 - output01_loss: 13.9122 - output02_loss: 22.0403 - output03_loss: 32.4991 - output04_loss: 26.9107 - output05_loss: 18.4932 - output06_loss: 20.7665 - output07_loss: 22.7637 - output08_loss: 14.3142 - output09_loss: 19.2853 - output10_loss: 19.1356 - output11_loss: 20.7752 - output12_loss: 16.8049 - output13_loss: 25.7881 - output14_loss: 18.3644 - output15_loss: 28.3595 - output16_loss: 20.7602 - output17_loss: 22.1522 - output18_loss: 14.1714 - output19_loss: 11.0414 - output20_loss: 12.6454 - output21_loss: 29.8167 - output22_loss: 22.3918 - output23_loss: 15.4276 - output24_loss: 21.6314 - output25_loss: 27.8876 - output26_loss: 14.5763 - output27_loss: 28.8234 - output28_loss: 21.4487 - output29_loss: 28.2251 - output00_mean_squared_error: 12.4059 - output01_mean_squared_error: 13.9122 - output02_mean_squared_error: 22.0403 - output03_mean_squared_error: 32.4991 - output04_mean_squared_error: 26.9107 - output05_mean_squared_error: 18.4932 - output06_mean_squared_error: 20.7665 - output07_mean_squared_error: 22.7637 - output08_mean_squared_error: 14.3142 - output09_mean_squared_error: 19.2853 - output10_mean_squared_error: 19.1356 - output11_mean_squared_error: 20.7752 - output12_mean_squared_error: 16.8049 - output13_mean_squared_error: 25.7881 - output14_mean_squared_error: 18.3644 - output15_mean_squared_error: 28.3595 - output16_mean_squared_error: 20.7602 - output17_mean_squared_error: 22.1522 - output18_mean_squared_error: 14.1714 - output19_mean_squared_error: 11.0414 - output20_mean_squared_error: 12.6454 - output21_mean_squared_error: 29.8167 - output22_mean_squared_error: 22.3918 - output23_mean_squared_error: 15.4276 - output24_mean_squared_error: 21.6314 - output25_mean_squared_error: 27.8876 - output26_mean_squared_error: 14.5763 - output27_mean_squared_error: 28.8234 - output28_mean_squared_error: 21.4487 - output29_mean_squared_error: 28.2251 Epoch 1271/2000 121/121 [==============================] - 0s 898us/step - loss: 623.5616 - output00_loss: 12.4058 - output01_loss: 13.9099 - output02_loss: 22.0377 - output03_loss: 32.4974 - output04_loss: 26.9060 - output05_loss: 18.4928 - output06_loss: 20.7619 - output07_loss: 22.7597 - output08_loss: 14.3131 - output09_loss: 19.2846 - output10_loss: 19.1353 - output11_loss: 20.7751 - output12_loss: 16.8039 - output13_loss: 25.7853 - output14_loss: 18.3616 - output15_loss: 28.3563 - output16_loss: 20.7601 - output17_loss: 22.1500 - output18_loss: 14.1712 - output19_loss: 11.0391 - output20_loss: 12.6423 - output21_loss: 29.8153 - output22_loss: 22.3911 - output23_loss: 15.4274 - output24_loss: 21.6301 - output25_loss: 27.8871 - output26_loss: 14.5761 - output27_loss: 28.8218 - output28_loss: 21.4447 - output29_loss: 28.2188 - output00_mean_squared_error: 12.4058 - output01_mean_squared_error: 13.9099 - output02_mean_squared_error: 22.0377 - output03_mean_squared_error: 32.4974 - output04_mean_squared_error: 26.9060 - output05_mean_squared_error: 18.4928 - output06_mean_squared_error: 20.7619 - output07_mean_squared_error: 22.7597 - output08_mean_squared_error: 14.3131 - output09_mean_squared_error: 19.2846 - output10_mean_squared_error: 19.1353 - output11_mean_squared_error: 20.7751 - output12_mean_squared_error: 16.8039 - output13_mean_squared_error: 25.7853 - output14_mean_squared_error: 18.3616 - output15_mean_squared_error: 28.3563 - output16_mean_squared_error: 20.7601 - output17_mean_squared_error: 22.1500 - output18_mean_squared_error: 14.1712 - output19_mean_squared_error: 11.0391 - output20_mean_squared_error: 12.6423 - output21_mean_squared_error: 29.8153 - output22_mean_squared_error: 22.3911 - output23_mean_squared_error: 15.4274 - output24_mean_squared_error: 21.6301 - output25_mean_squared_error: 27.8871 - output26_mean_squared_error: 14.5761 - output27_mean_squared_error: 28.8218 - output28_mean_squared_error: 21.4447 - output29_mean_squared_error: 28.2188 Epoch 1272/2000 121/121 [==============================] - 0s 562us/step - loss: 623.5054 - output00_loss: 12.4057 - output01_loss: 13.9076 - output02_loss: 22.0350 - output03_loss: 32.4957 - output04_loss: 26.9014 - output05_loss: 18.4925 - output06_loss: 20.7573 - output07_loss: 22.7558 - output08_loss: 14.3121 - output09_loss: 19.2838 - output10_loss: 19.1350 - output11_loss: 20.7750 - output12_loss: 16.8028 - output13_loss: 25.7825 - output14_loss: 18.3587 - output15_loss: 28.3531 - output16_loss: 20.7600 - output17_loss: 22.1479 - output18_loss: 14.1709 - output19_loss: 11.0368 - output20_loss: 12.6392 - output21_loss: 29.8138 - output22_loss: 22.3905 - output23_loss: 15.4272 - output24_loss: 21.6289 - output25_loss: 27.8865 - output26_loss: 14.5759 - output27_loss: 28.8203 - output28_loss: 21.4407 - output29_loss: 28.2125 - output00_mean_squared_error: 12.4057 - output01_mean_squared_error: 13.9076 - output02_mean_squared_error: 22.0350 - output03_mean_squared_error: 32.4957 - output04_mean_squared_error: 26.9014 - output05_mean_squared_error: 18.4925 - output06_mean_squared_error: 20.7573 - output07_mean_squared_error: 22.7558 - output08_mean_squared_error: 14.3121 - output09_mean_squared_error: 19.2838 - output10_mean_squared_error: 19.1350 - output11_mean_squared_error: 20.7750 - output12_mean_squared_error: 16.8028 - output13_mean_squared_error: 25.7825 - output14_mean_squared_error: 18.3587 - output15_mean_squared_error: 28.3531 - output16_mean_squared_error: 20.7600 - output17_mean_squared_error: 22.1479 - output18_mean_squared_error: 14.1709 - output19_mean_squared_error: 11.0368 - output20_mean_squared_error: 12.6392 - output21_mean_squared_error: 29.8138 - output22_mean_squared_error: 22.3905 - output23_mean_squared_error: 15.4272 - output24_mean_squared_error: 21.6289 - output25_mean_squared_error: 27.8865 - output26_mean_squared_error: 14.5759 - output27_mean_squared_error: 28.8203 - output28_mean_squared_error: 21.4407 - output29_mean_squared_error: 28.2125 Epoch 1273/2000 121/121 [==============================] - 0s 537us/step - loss: 623.4493 - output00_loss: 12.4056 - output01_loss: 13.9054 - output02_loss: 22.0324 - output03_loss: 32.4940 - output04_loss: 26.8968 - output05_loss: 18.4921 - output06_loss: 20.7526 - output07_loss: 22.7519 - output08_loss: 14.3110 - output09_loss: 19.2830 - output10_loss: 19.1348 - output11_loss: 20.7749 - output12_loss: 16.8018 - output13_loss: 25.7796 - output14_loss: 18.3559 - output15_loss: 28.3499 - output16_loss: 20.7599 - output17_loss: 22.1457 - output18_loss: 14.1707 - output19_loss: 11.0345 - output20_loss: 12.6362 - output21_loss: 29.8124 - output22_loss: 22.3898 - output23_loss: 15.4270 - output24_loss: 21.6277 - output25_loss: 27.8860 - output26_loss: 14.5757 - output27_loss: 28.8188 - output28_loss: 21.4368 - output29_loss: 28.2063 - output00_mean_squared_error: 12.4056 - output01_mean_squared_error: 13.9054 - output02_mean_squared_error: 22.0324 - output03_mean_squared_error: 32.4940 - output04_mean_squared_error: 26.8968 - output05_mean_squared_error: 18.4921 - output06_mean_squared_error: 20.7526 - output07_mean_squared_error: 22.7519 - output08_mean_squared_error: 14.3110 - output09_mean_squared_error: 19.2830 - output10_mean_squared_error: 19.1348 - output11_mean_squared_error: 20.7749 - output12_mean_squared_error: 16.8018 - output13_mean_squared_error: 25.7796 - output14_mean_squared_error: 18.3559 - output15_mean_squared_error: 28.3499 - output16_mean_squared_error: 20.7599 - output17_mean_squared_error: 22.1457 - output18_mean_squared_error: 14.1707 - output19_mean_squared_error: 11.0345 - output20_mean_squared_error: 12.6362 - output21_mean_squared_error: 29.8124 - output22_mean_squared_error: 22.3898 - output23_mean_squared_error: 15.4270 - output24_mean_squared_error: 21.6277 - output25_mean_squared_error: 27.8860 - output26_mean_squared_error: 14.5757 - output27_mean_squared_error: 28.8188 - output28_mean_squared_error: 21.4368 - output29_mean_squared_error: 28.2063 Epoch 1274/2000 121/121 [==============================] - 0s 948us/step - loss: 623.3932 - output00_loss: 12.4055 - output01_loss: 13.9031 - output02_loss: 22.0298 - output03_loss: 32.4923 - output04_loss: 26.8922 - output05_loss: 18.4918 - output06_loss: 20.7480 - output07_loss: 22.7479 - output08_loss: 14.3100 - output09_loss: 19.2822 - output10_loss: 19.1345 - output11_loss: 20.7747 - output12_loss: 16.8008 - output13_loss: 25.7768 - output14_loss: 18.3530 - output15_loss: 28.3467 - output16_loss: 20.7598 - output17_loss: 22.1435 - output18_loss: 14.1705 - output19_loss: 11.0323 - output20_loss: 12.6331 - output21_loss: 29.8110 - output22_loss: 22.3892 - output23_loss: 15.4268 - output24_loss: 21.6265 - output25_loss: 27.8855 - output26_loss: 14.5755 - output27_loss: 28.8173 - output28_loss: 21.4328 - output29_loss: 28.2000 - output00_mean_squared_error: 12.4055 - output01_mean_squared_error: 13.9031 - output02_mean_squared_error: 22.0298 - output03_mean_squared_error: 32.4923 - output04_mean_squared_error: 26.8922 - output05_mean_squared_error: 18.4918 - output06_mean_squared_error: 20.7480 - output07_mean_squared_error: 22.7479 - output08_mean_squared_error: 14.3100 - output09_mean_squared_error: 19.2822 - output10_mean_squared_error: 19.1345 - output11_mean_squared_error: 20.7747 - output12_mean_squared_error: 16.8008 - output13_mean_squared_error: 25.7768 - output14_mean_squared_error: 18.3530 - output15_mean_squared_error: 28.3467 - output16_mean_squared_error: 20.7598 - output17_mean_squared_error: 22.1435 - output18_mean_squared_error: 14.1705 - output19_mean_squared_error: 11.0323 - output20_mean_squared_error: 12.6331 - output21_mean_squared_error: 29.8110 - output22_mean_squared_error: 22.3892 - output23_mean_squared_error: 15.4268 - output24_mean_squared_error: 21.6265 - output25_mean_squared_error: 27.8855 - output26_mean_squared_error: 14.5755 - output27_mean_squared_error: 28.8173 - output28_mean_squared_error: 21.4328 - output29_mean_squared_error: 28.2000 Epoch 1275/2000 121/121 [==============================] - 0s 925us/step - loss: 623.3373 - output00_loss: 12.4054 - output01_loss: 13.9009 - output02_loss: 22.0272 - output03_loss: 32.4906 - output04_loss: 26.8876 - output05_loss: 18.4914 - output06_loss: 20.7434 - output07_loss: 22.7440 - output08_loss: 14.3090 - output09_loss: 19.2814 - output10_loss: 19.1342 - output11_loss: 20.7746 - output12_loss: 16.7997 - output13_loss: 25.7740 - output14_loss: 18.3502 - output15_loss: 28.3436 - output16_loss: 20.7597 - output17_loss: 22.1413 - output18_loss: 14.1703 - output19_loss: 11.0300 - output20_loss: 12.6301 - output21_loss: 29.8095 - output22_loss: 22.3885 - output23_loss: 15.4266 - output24_loss: 21.6253 - output25_loss: 27.8850 - output26_loss: 14.5754 - output27_loss: 28.8158 - output28_loss: 21.4288 - output29_loss: 28.1938 - output00_mean_squared_error: 12.4054 - output01_mean_squared_error: 13.9009 - output02_mean_squared_error: 22.0272 - output03_mean_squared_error: 32.4906 - output04_mean_squared_error: 26.8876 - output05_mean_squared_error: 18.4914 - output06_mean_squared_error: 20.7434 - output07_mean_squared_error: 22.7440 - output08_mean_squared_error: 14.3090 - output09_mean_squared_error: 19.2814 - output10_mean_squared_error: 19.1342 - output11_mean_squared_error: 20.7746 - output12_mean_squared_error: 16.7997 - output13_mean_squared_error: 25.7740 - output14_mean_squared_error: 18.3502 - output15_mean_squared_error: 28.3436 - output16_mean_squared_error: 20.7597 - output17_mean_squared_error: 22.1413 - output18_mean_squared_error: 14.1703 - output19_mean_squared_error: 11.0300 - output20_mean_squared_error: 12.6301 - output21_mean_squared_error: 29.8095 - output22_mean_squared_error: 22.3885 - output23_mean_squared_error: 15.4266 - output24_mean_squared_error: 21.6253 - output25_mean_squared_error: 27.8850 - output26_mean_squared_error: 14.5754 - output27_mean_squared_error: 28.8158 - output28_mean_squared_error: 21.4288 - output29_mean_squared_error: 28.1938 Epoch 1276/2000 121/121 [==============================] - 0s 1ms/step - loss: 623.2815 - output00_loss: 12.4053 - output01_loss: 13.8986 - output02_loss: 22.0246 - output03_loss: 32.4889 - output04_loss: 26.8830 - output05_loss: 18.4911 - output06_loss: 20.7388 - output07_loss: 22.7401 - output08_loss: 14.3079 - output09_loss: 19.2807 - output10_loss: 19.1340 - output11_loss: 20.7745 - output12_loss: 16.7987 - output13_loss: 25.7712 - output14_loss: 18.3474 - output15_loss: 28.3404 - output16_loss: 20.7596 - output17_loss: 22.1391 - output18_loss: 14.1701 - output19_loss: 11.0277 - output20_loss: 12.6270 - output21_loss: 29.8081 - output22_loss: 22.3879 - output23_loss: 15.4264 - output24_loss: 21.6241 - output25_loss: 27.8845 - output26_loss: 14.5752 - output27_loss: 28.8142 - output28_loss: 21.4249 - output29_loss: 28.1875 - output00_mean_squared_error: 12.4053 - output01_mean_squared_error: 13.8986 - output02_mean_squared_error: 22.0246 - output03_mean_squared_error: 32.4889 - output04_mean_squared_error: 26.8830 - output05_mean_squared_error: 18.4911 - output06_mean_squared_error: 20.7388 - output07_mean_squared_error: 22.7401 - output08_mean_squared_error: 14.3079 - output09_mean_squared_error: 19.2807 - output10_mean_squared_error: 19.1340 - output11_mean_squared_error: 20.7745 - output12_mean_squared_error: 16.7987 - output13_mean_squared_error: 25.7712 - output14_mean_squared_error: 18.3474 - output15_mean_squared_error: 28.3404 - output16_mean_squared_error: 20.7596 - output17_mean_squared_error: 22.1391 - output18_mean_squared_error: 14.1701 - output19_mean_squared_error: 11.0277 - output20_mean_squared_error: 12.6270 - output21_mean_squared_error: 29.8081 - output22_mean_squared_error: 22.3879 - output23_mean_squared_error: 15.4264 - output24_mean_squared_error: 21.6241 - output25_mean_squared_error: 27.8845 - output26_mean_squared_error: 14.5752 - output27_mean_squared_error: 28.8142 - output28_mean_squared_error: 21.4249 - output29_mean_squared_error: 28.1875 Epoch 1277/2000 121/121 [==============================] - 0s 978us/step - loss: 623.2258 - output00_loss: 12.4052 - output01_loss: 13.8964 - output02_loss: 22.0220 - output03_loss: 32.4872 - output04_loss: 26.8784 - output05_loss: 18.4907 - output06_loss: 20.7342 - output07_loss: 22.7362 - output08_loss: 14.3069 - output09_loss: 19.2799 - output10_loss: 19.1337 - output11_loss: 20.7744 - output12_loss: 16.7977 - output13_loss: 25.7684 - output14_loss: 18.3446 - output15_loss: 28.3372 - output16_loss: 20.7595 - output17_loss: 22.1370 - output18_loss: 14.1699 - output19_loss: 11.0254 - output20_loss: 12.6240 - output21_loss: 29.8067 - output22_loss: 22.3872 - output23_loss: 15.4262 - output24_loss: 21.6228 - output25_loss: 27.8840 - output26_loss: 14.5750 - output27_loss: 28.8127 - output28_loss: 21.4209 - output29_loss: 28.1813 - output00_mean_squared_error: 12.4052 - output01_mean_squared_error: 13.8964 - output02_mean_squared_error: 22.0220 - output03_mean_squared_error: 32.4872 - output04_mean_squared_error: 26.8784 - output05_mean_squared_error: 18.4907 - output06_mean_squared_error: 20.7342 - output07_mean_squared_error: 22.7362 - output08_mean_squared_error: 14.3069 - output09_mean_squared_error: 19.2799 - output10_mean_squared_error: 19.1337 - output11_mean_squared_error: 20.7744 - output12_mean_squared_error: 16.7977 - output13_mean_squared_error: 25.7684 - output14_mean_squared_error: 18.3446 - output15_mean_squared_error: 28.3372 - output16_mean_squared_error: 20.7595 - output17_mean_squared_error: 22.1370 - output18_mean_squared_error: 14.1699 - output19_mean_squared_error: 11.0254 - output20_mean_squared_error: 12.6240 - output21_mean_squared_error: 29.8067 - output22_mean_squared_error: 22.3872 - output23_mean_squared_error: 15.4262 - output24_mean_squared_error: 21.6228 - output25_mean_squared_error: 27.8840 - output26_mean_squared_error: 14.5750 - output27_mean_squared_error: 28.8127 - output28_mean_squared_error: 21.4209 - output29_mean_squared_error: 28.1813 Epoch 1278/2000 121/121 [==============================] - 0s 931us/step - loss: 623.1703 - output00_loss: 12.4051 - output01_loss: 13.8942 - output02_loss: 22.0194 - output03_loss: 32.4855 - output04_loss: 26.8738 - output05_loss: 18.4904 - output06_loss: 20.7297 - output07_loss: 22.7323 - output08_loss: 14.3059 - output09_loss: 19.2791 - output10_loss: 19.1334 - output11_loss: 20.7743 - output12_loss: 16.7966 - output13_loss: 25.7656 - output14_loss: 18.3417 - output15_loss: 28.3340 - output16_loss: 20.7594 - output17_loss: 22.1348 - output18_loss: 14.1697 - output19_loss: 11.0231 - output20_loss: 12.6210 - output21_loss: 29.8052 - output22_loss: 22.3866 - output23_loss: 15.4261 - output24_loss: 21.6216 - output25_loss: 27.8835 - output26_loss: 14.5748 - output27_loss: 28.8112 - output28_loss: 21.4170 - output29_loss: 28.1751 - output00_mean_squared_error: 12.4051 - output01_mean_squared_error: 13.8942 - output02_mean_squared_error: 22.0194 - output03_mean_squared_error: 32.4855 - output04_mean_squared_error: 26.8738 - output05_mean_squared_error: 18.4904 - output06_mean_squared_error: 20.7297 - output07_mean_squared_error: 22.7323 - output08_mean_squared_error: 14.3059 - output09_mean_squared_error: 19.2791 - output10_mean_squared_error: 19.1334 - output11_mean_squared_error: 20.7743 - output12_mean_squared_error: 16.7966 - output13_mean_squared_error: 25.7656 - output14_mean_squared_error: 18.3417 - output15_mean_squared_error: 28.3340 - output16_mean_squared_error: 20.7594 - output17_mean_squared_error: 22.1348 - output18_mean_squared_error: 14.1697 - output19_mean_squared_error: 11.0231 - output20_mean_squared_error: 12.6210 - output21_mean_squared_error: 29.8052 - output22_mean_squared_error: 22.3866 - output23_mean_squared_error: 15.4261 - output24_mean_squared_error: 21.6216 - output25_mean_squared_error: 27.8835 - output26_mean_squared_error: 14.5748 - output27_mean_squared_error: 28.8112 - output28_mean_squared_error: 21.4170 - output29_mean_squared_error: 28.1751 Epoch 1279/2000 121/121 [==============================] - 0s 1ms/step - loss: 623.1147 - output00_loss: 12.4050 - output01_loss: 13.8919 - output02_loss: 22.0169 - output03_loss: 32.4839 - output04_loss: 26.8692 - output05_loss: 18.4901 - output06_loss: 20.7251 - output07_loss: 22.7284 - output08_loss: 14.3048 - output09_loss: 19.2784 - output10_loss: 19.1332 - output11_loss: 20.7742 - output12_loss: 16.7956 - output13_loss: 25.7628 - output14_loss: 18.3389 - output15_loss: 28.3309 - output16_loss: 20.7593 - output17_loss: 22.1326 - output18_loss: 14.1695 - output19_loss: 11.0209 - output20_loss: 12.6179 - output21_loss: 29.8038 - output22_loss: 22.3859 - output23_loss: 15.4259 - output24_loss: 21.6204 - output25_loss: 27.8830 - output26_loss: 14.5746 - output27_loss: 28.8097 - output28_loss: 21.4130 - output29_loss: 28.1688 - output00_mean_squared_error: 12.4050 - output01_mean_squared_error: 13.8919 - output02_mean_squared_error: 22.0169 - output03_mean_squared_error: 32.4839 - output04_mean_squared_error: 26.8692 - output05_mean_squared_error: 18.4901 - output06_mean_squared_error: 20.7251 - output07_mean_squared_error: 22.7284 - output08_mean_squared_error: 14.3048 - output09_mean_squared_error: 19.2784 - output10_mean_squared_error: 19.1332 - output11_mean_squared_error: 20.7742 - output12_mean_squared_error: 16.7956 - output13_mean_squared_error: 25.7628 - output14_mean_squared_error: 18.3389 - output15_mean_squared_error: 28.3309 - output16_mean_squared_error: 20.7593 - output17_mean_squared_error: 22.1326 - output18_mean_squared_error: 14.1695 - output19_mean_squared_error: 11.0209 - output20_mean_squared_error: 12.6179 - output21_mean_squared_error: 29.8038 - output22_mean_squared_error: 22.3859 - output23_mean_squared_error: 15.4259 - output24_mean_squared_error: 21.6204 - output25_mean_squared_error: 27.8830 - output26_mean_squared_error: 14.5746 - output27_mean_squared_error: 28.8097 - output28_mean_squared_error: 21.4130 - output29_mean_squared_error: 28.1688 Epoch 1280/2000 121/121 [==============================] - 0s 1ms/step - loss: 623.0595 - output00_loss: 12.4049 - output01_loss: 13.8897 - output02_loss: 22.0143 - output03_loss: 32.4822 - output04_loss: 26.8647 - output05_loss: 18.4897 - output06_loss: 20.7205 - output07_loss: 22.7245 - output08_loss: 14.3038 - output09_loss: 19.2776 - output10_loss: 19.1329 - output11_loss: 20.7740 - output12_loss: 16.7946 - output13_loss: 25.7601 - output14_loss: 18.3361 - output15_loss: 28.3277 - output16_loss: 20.7592 - output17_loss: 22.1305 - output18_loss: 14.1693 - output19_loss: 11.0186 - output20_loss: 12.6149 - output21_loss: 29.8024 - output22_loss: 22.3853 - output23_loss: 15.4257 - output24_loss: 21.6192 - output25_loss: 27.8825 - output26_loss: 14.5745 - output27_loss: 28.8082 - output28_loss: 21.4091 - output29_loss: 28.1626 - output00_mean_squared_error: 12.4049 - output01_mean_squared_error: 13.8897 - output02_mean_squared_error: 22.0143 - output03_mean_squared_error: 32.4822 - output04_mean_squared_error: 26.8647 - output05_mean_squared_error: 18.4897 - output06_mean_squared_error: 20.7205 - output07_mean_squared_error: 22.7245 - output08_mean_squared_error: 14.3038 - output09_mean_squared_error: 19.2776 - output10_mean_squared_error: 19.1329 - output11_mean_squared_error: 20.7740 - output12_mean_squared_error: 16.7946 - output13_mean_squared_error: 25.7601 - output14_mean_squared_error: 18.3361 - output15_mean_squared_error: 28.3277 - output16_mean_squared_error: 20.7592 - output17_mean_squared_error: 22.1305 - output18_mean_squared_error: 14.1693 - output19_mean_squared_error: 11.0186 - output20_mean_squared_error: 12.6149 - output21_mean_squared_error: 29.8024 - output22_mean_squared_error: 22.3853 - output23_mean_squared_error: 15.4257 - output24_mean_squared_error: 21.6192 - output25_mean_squared_error: 27.8825 - output26_mean_squared_error: 14.5745 - output27_mean_squared_error: 28.8082 - output28_mean_squared_error: 21.4091 - output29_mean_squared_error: 28.1626 Epoch 1281/2000 121/121 [==============================] - 0s 939us/step - loss: 623.0041 - output00_loss: 12.4048 - output01_loss: 13.8875 - output02_loss: 22.0117 - output03_loss: 32.4806 - output04_loss: 26.8601 - output05_loss: 18.4894 - output06_loss: 20.7160 - output07_loss: 22.7206 - output08_loss: 14.3028 - output09_loss: 19.2769 - output10_loss: 19.1327 - output11_loss: 20.7739 - output12_loss: 16.7936 - output13_loss: 25.7573 - output14_loss: 18.3333 - output15_loss: 28.3246 - output16_loss: 20.7591 - output17_loss: 22.1283 - output18_loss: 14.1691 - output19_loss: 11.0163 - output20_loss: 12.6119 - output21_loss: 29.8010 - output22_loss: 22.3847 - output23_loss: 15.4255 - output24_loss: 21.6181 - output25_loss: 27.8820 - output26_loss: 14.5743 - output27_loss: 28.8067 - output28_loss: 21.4052 - output29_loss: 28.1564 - output00_mean_squared_error: 12.4048 - output01_mean_squared_error: 13.8875 - output02_mean_squared_error: 22.0117 - output03_mean_squared_error: 32.4806 - output04_mean_squared_error: 26.8601 - output05_mean_squared_error: 18.4894 - output06_mean_squared_error: 20.7160 - output07_mean_squared_error: 22.7206 - output08_mean_squared_error: 14.3028 - output09_mean_squared_error: 19.2769 - output10_mean_squared_error: 19.1327 - output11_mean_squared_error: 20.7739 - output12_mean_squared_error: 16.7936 - output13_mean_squared_error: 25.7573 - output14_mean_squared_error: 18.3333 - output15_mean_squared_error: 28.3246 - output16_mean_squared_error: 20.7591 - output17_mean_squared_error: 22.1283 - output18_mean_squared_error: 14.1691 - output19_mean_squared_error: 11.0163 - output20_mean_squared_error: 12.6119 - output21_mean_squared_error: 29.8010 - output22_mean_squared_error: 22.3847 - output23_mean_squared_error: 15.4255 - output24_mean_squared_error: 21.6181 - output25_mean_squared_error: 27.8820 - output26_mean_squared_error: 14.5743 - output27_mean_squared_error: 28.8067 - output28_mean_squared_error: 21.4052 - output29_mean_squared_error: 28.1564 Epoch 1282/2000 121/121 [==============================] - 0s 500us/step - loss: 622.9490 - output00_loss: 12.4047 - output01_loss: 13.8853 - output02_loss: 22.0091 - output03_loss: 32.4789 - output04_loss: 26.8556 - output05_loss: 18.4890 - output06_loss: 20.7114 - output07_loss: 22.7167 - output08_loss: 14.3018 - output09_loss: 19.2761 - output10_loss: 19.1324 - output11_loss: 20.7738 - output12_loss: 16.7926 - output13_loss: 25.7545 - output14_loss: 18.3305 - output15_loss: 28.3214 - output16_loss: 20.7590 - output17_loss: 22.1262 - output18_loss: 14.1689 - output19_loss: 11.0140 - output20_loss: 12.6089 - output21_loss: 29.7996 - output22_loss: 22.3840 - output23_loss: 15.4253 - output24_loss: 21.6169 - output25_loss: 27.8815 - output26_loss: 14.5741 - output27_loss: 28.8052 - output28_loss: 21.4013 - output29_loss: 28.1503 - output00_mean_squared_error: 12.4047 - output01_mean_squared_error: 13.8853 - output02_mean_squared_error: 22.0091 - output03_mean_squared_error: 32.4789 - output04_mean_squared_error: 26.8556 - output05_mean_squared_error: 18.4890 - output06_mean_squared_error: 20.7114 - output07_mean_squared_error: 22.7167 - output08_mean_squared_error: 14.3018 - output09_mean_squared_error: 19.2761 - output10_mean_squared_error: 19.1324 - output11_mean_squared_error: 20.7738 - output12_mean_squared_error: 16.7926 - output13_mean_squared_error: 25.7545 - output14_mean_squared_error: 18.3305 - output15_mean_squared_error: 28.3214 - output16_mean_squared_error: 20.7590 - output17_mean_squared_error: 22.1262 - output18_mean_squared_error: 14.1689 - output19_mean_squared_error: 11.0140 - output20_mean_squared_error: 12.6089 - output21_mean_squared_error: 29.7996 - output22_mean_squared_error: 22.3840 - output23_mean_squared_error: 15.4253 - output24_mean_squared_error: 21.6169 - output25_mean_squared_error: 27.8815 - output26_mean_squared_error: 14.5741 - output27_mean_squared_error: 28.8052 - output28_mean_squared_error: 21.4013 - output29_mean_squared_error: 28.1503 Epoch 1283/2000 121/121 [==============================] - 0s 969us/step - loss: 622.8940 - output00_loss: 12.4046 - output01_loss: 13.8831 - output02_loss: 22.0066 - output03_loss: 32.4773 - output04_loss: 26.8510 - output05_loss: 18.4887 - output06_loss: 20.7069 - output07_loss: 22.7128 - output08_loss: 14.3008 - output09_loss: 19.2753 - output10_loss: 19.1321 - output11_loss: 20.7737 - output12_loss: 16.7916 - output13_loss: 25.7517 - output14_loss: 18.3277 - output15_loss: 28.3183 - output16_loss: 20.7589 - output17_loss: 22.1240 - output18_loss: 14.1687 - output19_loss: 11.0118 - output20_loss: 12.6059 - output21_loss: 29.7982 - output22_loss: 22.3834 - output23_loss: 15.4251 - output24_loss: 21.6157 - output25_loss: 27.8810 - output26_loss: 14.5739 - output27_loss: 28.8037 - output28_loss: 21.3974 - output29_loss: 28.1441 - output00_mean_squared_error: 12.4046 - output01_mean_squared_error: 13.8831 - output02_mean_squared_error: 22.0066 - output03_mean_squared_error: 32.4773 - output04_mean_squared_error: 26.8510 - output05_mean_squared_error: 18.4887 - output06_mean_squared_error: 20.7069 - output07_mean_squared_error: 22.7128 - output08_mean_squared_error: 14.3008 - output09_mean_squared_error: 19.2753 - output10_mean_squared_error: 19.1321 - output11_mean_squared_error: 20.7737 - output12_mean_squared_error: 16.7916 - output13_mean_squared_error: 25.7517 - output14_mean_squared_error: 18.3277 - output15_mean_squared_error: 28.3183 - output16_mean_squared_error: 20.7589 - output17_mean_squared_error: 22.1240 - output18_mean_squared_error: 14.1687 - output19_mean_squared_error: 11.0118 - output20_mean_squared_error: 12.6059 - output21_mean_squared_error: 29.7982 - output22_mean_squared_error: 22.3834 - output23_mean_squared_error: 15.4251 - output24_mean_squared_error: 21.6157 - output25_mean_squared_error: 27.8810 - output26_mean_squared_error: 14.5739 - output27_mean_squared_error: 28.8037 - output28_mean_squared_error: 21.3974 - output29_mean_squared_error: 28.1441 Epoch 1284/2000 121/121 [==============================] - 0s 983us/step - loss: 622.8391 - output00_loss: 12.4045 - output01_loss: 13.8809 - output02_loss: 22.0040 - output03_loss: 32.4756 - output04_loss: 26.8465 - output05_loss: 18.4884 - output06_loss: 20.7024 - output07_loss: 22.7090 - output08_loss: 14.2997 - output09_loss: 19.2746 - output10_loss: 19.1319 - output11_loss: 20.7736 - output12_loss: 16.7906 - output13_loss: 25.7490 - output14_loss: 18.3249 - output15_loss: 28.3151 - output16_loss: 20.7588 - output17_loss: 22.1219 - output18_loss: 14.1685 - output19_loss: 11.0095 - output20_loss: 12.6029 - output21_loss: 29.7968 - output22_loss: 22.3828 - output23_loss: 15.4249 - output24_loss: 21.6145 - output25_loss: 27.8805 - output26_loss: 14.5737 - output27_loss: 28.8022 - output28_loss: 21.3934 - output29_loss: 28.1379 - output00_mean_squared_error: 12.4045 - output01_mean_squared_error: 13.8809 - output02_mean_squared_error: 22.0040 - output03_mean_squared_error: 32.4756 - output04_mean_squared_error: 26.8465 - output05_mean_squared_error: 18.4884 - output06_mean_squared_error: 20.7024 - output07_mean_squared_error: 22.7090 - output08_mean_squared_error: 14.2997 - output09_mean_squared_error: 19.2746 - output10_mean_squared_error: 19.1319 - output11_mean_squared_error: 20.7736 - output12_mean_squared_error: 16.7906 - output13_mean_squared_error: 25.7490 - output14_mean_squared_error: 18.3249 - output15_mean_squared_error: 28.3151 - output16_mean_squared_error: 20.7588 - output17_mean_squared_error: 22.1219 - output18_mean_squared_error: 14.1685 - output19_mean_squared_error: 11.0095 - output20_mean_squared_error: 12.6029 - output21_mean_squared_error: 29.7968 - output22_mean_squared_error: 22.3828 - output23_mean_squared_error: 15.4249 - output24_mean_squared_error: 21.6145 - output25_mean_squared_error: 27.8805 - output26_mean_squared_error: 14.5737 - output27_mean_squared_error: 28.8022 - output28_mean_squared_error: 21.3934 - output29_mean_squared_error: 28.1379 Epoch 1285/2000 121/121 [==============================] - 0s 1ms/step - loss: 622.7843 - output00_loss: 12.4044 - output01_loss: 13.8786 - output02_loss: 22.0015 - output03_loss: 32.4740 - output04_loss: 26.8420 - output05_loss: 18.4880 - output06_loss: 20.6978 - output07_loss: 22.7051 - output08_loss: 14.2987 - output09_loss: 19.2738 - output10_loss: 19.1316 - output11_loss: 20.7735 - output12_loss: 16.7896 - output13_loss: 25.7462 - output14_loss: 18.3222 - output15_loss: 28.3120 - output16_loss: 20.7587 - output17_loss: 22.1198 - output18_loss: 14.1683 - output19_loss: 11.0073 - output20_loss: 12.5999 - output21_loss: 29.7954 - output22_loss: 22.3822 - output23_loss: 15.4247 - output24_loss: 21.6133 - output25_loss: 27.8801 - output26_loss: 14.5736 - output27_loss: 28.8008 - output28_loss: 21.3895 - output29_loss: 28.1317 - output00_mean_squared_error: 12.4044 - output01_mean_squared_error: 13.8786 - output02_mean_squared_error: 22.0015 - output03_mean_squared_error: 32.4740 - output04_mean_squared_error: 26.8420 - output05_mean_squared_error: 18.4880 - output06_mean_squared_error: 20.6978 - output07_mean_squared_error: 22.7051 - output08_mean_squared_error: 14.2987 - output09_mean_squared_error: 19.2738 - output10_mean_squared_error: 19.1316 - output11_mean_squared_error: 20.7735 - output12_mean_squared_error: 16.7896 - output13_mean_squared_error: 25.7462 - output14_mean_squared_error: 18.3222 - output15_mean_squared_error: 28.3120 - output16_mean_squared_error: 20.7587 - output17_mean_squared_error: 22.1198 - output18_mean_squared_error: 14.1683 - output19_mean_squared_error: 11.0073 - output20_mean_squared_error: 12.5999 - output21_mean_squared_error: 29.7954 - output22_mean_squared_error: 22.3822 - output23_mean_squared_error: 15.4247 - output24_mean_squared_error: 21.6133 - output25_mean_squared_error: 27.8801 - output26_mean_squared_error: 14.5736 - output27_mean_squared_error: 28.8008 - output28_mean_squared_error: 21.3895 - output29_mean_squared_error: 28.1317 Epoch 1286/2000 121/121 [==============================] - 0s 864us/step - loss: 622.7297 - output00_loss: 12.4043 - output01_loss: 13.8764 - output02_loss: 21.9989 - output03_loss: 32.4724 - output04_loss: 26.8374 - output05_loss: 18.4877 - output06_loss: 20.6933 - output07_loss: 22.7013 - output08_loss: 14.2977 - output09_loss: 19.2731 - output10_loss: 19.1314 - output11_loss: 20.7734 - output12_loss: 16.7886 - output13_loss: 25.7435 - output14_loss: 18.3194 - output15_loss: 28.3089 - output16_loss: 20.7586 - output17_loss: 22.1176 - output18_loss: 14.1681 - output19_loss: 11.0050 - output20_loss: 12.5969 - output21_loss: 29.7940 - output22_loss: 22.3815 - output23_loss: 15.4245 - output24_loss: 21.6121 - output25_loss: 27.8796 - output26_loss: 14.5734 - output27_loss: 28.7993 - output28_loss: 21.3856 - output29_loss: 28.1256 - output00_mean_squared_error: 12.4043 - output01_mean_squared_error: 13.8764 - output02_mean_squared_error: 21.9989 - output03_mean_squared_error: 32.4724 - output04_mean_squared_error: 26.8374 - output05_mean_squared_error: 18.4877 - output06_mean_squared_error: 20.6933 - output07_mean_squared_error: 22.7013 - output08_mean_squared_error: 14.2977 - output09_mean_squared_error: 19.2731 - output10_mean_squared_error: 19.1314 - output11_mean_squared_error: 20.7734 - output12_mean_squared_error: 16.7886 - output13_mean_squared_error: 25.7435 - output14_mean_squared_error: 18.3194 - output15_mean_squared_error: 28.3089 - output16_mean_squared_error: 20.7586 - output17_mean_squared_error: 22.1176 - output18_mean_squared_error: 14.1681 - output19_mean_squared_error: 11.0050 - output20_mean_squared_error: 12.5969 - output21_mean_squared_error: 29.7940 - output22_mean_squared_error: 22.3815 - output23_mean_squared_error: 15.4245 - output24_mean_squared_error: 21.6121 - output25_mean_squared_error: 27.8796 - output26_mean_squared_error: 14.5734 - output27_mean_squared_error: 28.7993 - output28_mean_squared_error: 21.3856 - output29_mean_squared_error: 28.1256 Epoch 1287/2000 121/121 [==============================] - 0s 670us/step - loss: 622.6751 - output00_loss: 12.4042 - output01_loss: 13.8742 - output02_loss: 21.9964 - output03_loss: 32.4707 - output04_loss: 26.8329 - output05_loss: 18.4874 - output06_loss: 20.6888 - output07_loss: 22.6974 - output08_loss: 14.2967 - output09_loss: 19.2724 - output10_loss: 19.1311 - output11_loss: 20.7732 - output12_loss: 16.7876 - output13_loss: 25.7407 - output14_loss: 18.3166 - output15_loss: 28.3057 - output16_loss: 20.7586 - output17_loss: 22.1155 - output18_loss: 14.1679 - output19_loss: 11.0027 - output20_loss: 12.5940 - output21_loss: 29.7926 - output22_loss: 22.3809 - output23_loss: 15.4243 - output24_loss: 21.6110 - output25_loss: 27.8791 - output26_loss: 14.5732 - output27_loss: 28.7978 - output28_loss: 21.3818 - output29_loss: 28.1194 - output00_mean_squared_error: 12.4042 - output01_mean_squared_error: 13.8742 - output02_mean_squared_error: 21.9964 - output03_mean_squared_error: 32.4707 - output04_mean_squared_error: 26.8329 - output05_mean_squared_error: 18.4874 - output06_mean_squared_error: 20.6888 - output07_mean_squared_error: 22.6974 - output08_mean_squared_error: 14.2967 - output09_mean_squared_error: 19.2724 - output10_mean_squared_error: 19.1311 - output11_mean_squared_error: 20.7732 - output12_mean_squared_error: 16.7876 - output13_mean_squared_error: 25.7407 - output14_mean_squared_error: 18.3166 - output15_mean_squared_error: 28.3057 - output16_mean_squared_error: 20.7586 - output17_mean_squared_error: 22.1155 - output18_mean_squared_error: 14.1679 - output19_mean_squared_error: 11.0027 - output20_mean_squared_error: 12.5940 - output21_mean_squared_error: 29.7926 - output22_mean_squared_error: 22.3809 - output23_mean_squared_error: 15.4243 - output24_mean_squared_error: 21.6110 - output25_mean_squared_error: 27.8791 - output26_mean_squared_error: 14.5732 - output27_mean_squared_error: 28.7978 - output28_mean_squared_error: 21.3818 - output29_mean_squared_error: 28.1194 Epoch 1288/2000 121/121 [==============================] - 0s 923us/step - loss: 622.6207 - output00_loss: 12.4041 - output01_loss: 13.8721 - output02_loss: 21.9938 - output03_loss: 32.4691 - output04_loss: 26.8284 - output05_loss: 18.4870 - output06_loss: 20.6843 - output07_loss: 22.6936 - output08_loss: 14.2957 - output09_loss: 19.2716 - output10_loss: 19.1308 - output11_loss: 20.7731 - output12_loss: 16.7866 - output13_loss: 25.7380 - output14_loss: 18.3139 - output15_loss: 28.3026 - output16_loss: 20.7585 - output17_loss: 22.1134 - output18_loss: 14.1677 - output19_loss: 11.0005 - output20_loss: 12.5910 - output21_loss: 29.7913 - output22_loss: 22.3803 - output23_loss: 15.4241 - output24_loss: 21.6098 - output25_loss: 27.8786 - output26_loss: 14.5731 - output27_loss: 28.7964 - output28_loss: 21.3779 - output29_loss: 28.1133 - output00_mean_squared_error: 12.4041 - output01_mean_squared_error: 13.8721 - output02_mean_squared_error: 21.9938 - output03_mean_squared_error: 32.4691 - output04_mean_squared_error: 26.8284 - output05_mean_squared_error: 18.4870 - output06_mean_squared_error: 20.6843 - output07_mean_squared_error: 22.6936 - output08_mean_squared_error: 14.2957 - output09_mean_squared_error: 19.2716 - output10_mean_squared_error: 19.1308 - output11_mean_squared_error: 20.7731 - output12_mean_squared_error: 16.7866 - output13_mean_squared_error: 25.7380 - output14_mean_squared_error: 18.3139 - output15_mean_squared_error: 28.3026 - output16_mean_squared_error: 20.7585 - output17_mean_squared_error: 22.1134 - output18_mean_squared_error: 14.1677 - output19_mean_squared_error: 11.0005 - output20_mean_squared_error: 12.5910 - output21_mean_squared_error: 29.7913 - output22_mean_squared_error: 22.3803 - output23_mean_squared_error: 15.4241 - output24_mean_squared_error: 21.6098 - output25_mean_squared_error: 27.8786 - output26_mean_squared_error: 14.5731 - output27_mean_squared_error: 28.7964 - output28_mean_squared_error: 21.3779 - output29_mean_squared_error: 28.1133 Epoch 1289/2000 121/121 [==============================] - 0s 970us/step - loss: 622.5662 - output00_loss: 12.4040 - output01_loss: 13.8699 - output02_loss: 21.9913 - output03_loss: 32.4675 - output04_loss: 26.8239 - output05_loss: 18.4867 - output06_loss: 20.6798 - output07_loss: 22.6898 - output08_loss: 14.2947 - output09_loss: 19.2709 - output10_loss: 19.1306 - output11_loss: 20.7730 - output12_loss: 16.7857 - output13_loss: 25.7353 - output14_loss: 18.3111 - output15_loss: 28.2995 - output16_loss: 20.7584 - output17_loss: 22.1113 - output18_loss: 14.1675 - output19_loss: 10.9982 - output20_loss: 12.5880 - output21_loss: 29.7899 - output22_loss: 22.3797 - output23_loss: 15.4240 - output24_loss: 21.6086 - output25_loss: 27.8781 - output26_loss: 14.5729 - output27_loss: 28.7949 - output28_loss: 21.3740 - output29_loss: 28.1072 - output00_mean_squared_error: 12.4040 - output01_mean_squared_error: 13.8699 - output02_mean_squared_error: 21.9913 - output03_mean_squared_error: 32.4675 - output04_mean_squared_error: 26.8239 - output05_mean_squared_error: 18.4867 - output06_mean_squared_error: 20.6798 - output07_mean_squared_error: 22.6898 - output08_mean_squared_error: 14.2947 - output09_mean_squared_error: 19.2709 - output10_mean_squared_error: 19.1306 - output11_mean_squared_error: 20.7730 - output12_mean_squared_error: 16.7857 - output13_mean_squared_error: 25.7353 - output14_mean_squared_error: 18.3111 - output15_mean_squared_error: 28.2995 - output16_mean_squared_error: 20.7584 - output17_mean_squared_error: 22.1113 - output18_mean_squared_error: 14.1675 - output19_mean_squared_error: 10.9982 - output20_mean_squared_error: 12.5880 - output21_mean_squared_error: 29.7899 - output22_mean_squared_error: 22.3797 - output23_mean_squared_error: 15.4240 - output24_mean_squared_error: 21.6086 - output25_mean_squared_error: 27.8781 - output26_mean_squared_error: 14.5729 - output27_mean_squared_error: 28.7949 - output28_mean_squared_error: 21.3740 - output29_mean_squared_error: 28.1072 Epoch 1290/2000 121/121 [==============================] - 0s 1ms/step - loss: 622.5120 - output00_loss: 12.4039 - output01_loss: 13.8677 - output02_loss: 21.9888 - output03_loss: 32.4659 - output04_loss: 26.8194 - output05_loss: 18.4864 - output06_loss: 20.6753 - output07_loss: 22.6860 - output08_loss: 14.2937 - output09_loss: 19.2701 - output10_loss: 19.1303 - output11_loss: 20.7729 - output12_loss: 16.7847 - output13_loss: 25.7325 - output14_loss: 18.3084 - output15_loss: 28.2964 - output16_loss: 20.7583 - output17_loss: 22.1092 - output18_loss: 14.1673 - output19_loss: 10.9960 - output20_loss: 12.5851 - output21_loss: 29.7885 - output22_loss: 22.3791 - output23_loss: 15.4238 - output24_loss: 21.6075 - output25_loss: 27.8777 - output26_loss: 14.5727 - output27_loss: 28.7934 - output28_loss: 21.3701 - output29_loss: 28.1011 - output00_mean_squared_error: 12.4039 - output01_mean_squared_error: 13.8677 - output02_mean_squared_error: 21.9888 - output03_mean_squared_error: 32.4659 - output04_mean_squared_error: 26.8194 - output05_mean_squared_error: 18.4864 - output06_mean_squared_error: 20.6753 - output07_mean_squared_error: 22.6860 - output08_mean_squared_error: 14.2937 - output09_mean_squared_error: 19.2701 - output10_mean_squared_error: 19.1303 - output11_mean_squared_error: 20.7729 - output12_mean_squared_error: 16.7847 - output13_mean_squared_error: 25.7325 - output14_mean_squared_error: 18.3084 - output15_mean_squared_error: 28.2964 - output16_mean_squared_error: 20.7583 - output17_mean_squared_error: 22.1092 - output18_mean_squared_error: 14.1673 - output19_mean_squared_error: 10.9960 - output20_mean_squared_error: 12.5851 - output21_mean_squared_error: 29.7885 - output22_mean_squared_error: 22.3791 - output23_mean_squared_error: 15.4238 - output24_mean_squared_error: 21.6075 - output25_mean_squared_error: 27.8777 - output26_mean_squared_error: 14.5727 - output27_mean_squared_error: 28.7934 - output28_mean_squared_error: 21.3701 - output29_mean_squared_error: 28.1011 Epoch 1291/2000 121/121 [==============================] - 0s 877us/step - loss: 622.4580 - output00_loss: 12.4038 - output01_loss: 13.8655 - output02_loss: 21.9863 - output03_loss: 32.4643 - output04_loss: 26.8149 - output05_loss: 18.4861 - output06_loss: 20.6708 - output07_loss: 22.6822 - output08_loss: 14.2928 - output09_loss: 19.2694 - output10_loss: 19.1301 - output11_loss: 20.7728 - output12_loss: 16.7837 - output13_loss: 25.7298 - output14_loss: 18.3056 - output15_loss: 28.2933 - output16_loss: 20.7582 - output17_loss: 22.1071 - output18_loss: 14.1671 - output19_loss: 10.9937 - output20_loss: 12.5821 - output21_loss: 29.7871 - output22_loss: 22.3785 - output23_loss: 15.4236 - output24_loss: 21.6063 - output25_loss: 27.8772 - output26_loss: 14.5725 - output27_loss: 28.7920 - output28_loss: 21.3663 - output29_loss: 28.0950 - output00_mean_squared_error: 12.4038 - output01_mean_squared_error: 13.8655 - output02_mean_squared_error: 21.9863 - output03_mean_squared_error: 32.4643 - output04_mean_squared_error: 26.8149 - output05_mean_squared_error: 18.4861 - output06_mean_squared_error: 20.6708 - output07_mean_squared_error: 22.6822 - output08_mean_squared_error: 14.2928 - output09_mean_squared_error: 19.2694 - output10_mean_squared_error: 19.1301 - output11_mean_squared_error: 20.7728 - output12_mean_squared_error: 16.7837 - output13_mean_squared_error: 25.7298 - output14_mean_squared_error: 18.3056 - output15_mean_squared_error: 28.2933 - output16_mean_squared_error: 20.7582 - output17_mean_squared_error: 22.1071 - output18_mean_squared_error: 14.1671 - output19_mean_squared_error: 10.9937 - output20_mean_squared_error: 12.5821 - output21_mean_squared_error: 29.7871 - output22_mean_squared_error: 22.3785 - output23_mean_squared_error: 15.4236 - output24_mean_squared_error: 21.6063 - output25_mean_squared_error: 27.8772 - output26_mean_squared_error: 14.5725 - output27_mean_squared_error: 28.7920 - output28_mean_squared_error: 21.3663 - output29_mean_squared_error: 28.0950 Epoch 1292/2000 121/121 [==============================] - 0s 454us/step - loss: 622.4039 - output00_loss: 12.4037 - output01_loss: 13.8633 - output02_loss: 21.9837 - output03_loss: 32.4627 - output04_loss: 26.8105 - output05_loss: 18.4857 - output06_loss: 20.6664 - output07_loss: 22.6784 - output08_loss: 14.2918 - output09_loss: 19.2687 - output10_loss: 19.1298 - output11_loss: 20.7727 - output12_loss: 16.7827 - output13_loss: 25.7271 - output14_loss: 18.3029 - output15_loss: 28.2902 - output16_loss: 20.7581 - output17_loss: 22.1050 - output18_loss: 14.1669 - output19_loss: 10.9915 - output20_loss: 12.5792 - output21_loss: 29.7858 - output22_loss: 22.3779 - output23_loss: 15.4234 - output24_loss: 21.6052 - output25_loss: 27.8767 - output26_loss: 14.5724 - output27_loss: 28.7905 - output28_loss: 21.3624 - output29_loss: 28.0889 - output00_mean_squared_error: 12.4037 - output01_mean_squared_error: 13.8633 - output02_mean_squared_error: 21.9837 - output03_mean_squared_error: 32.4627 - output04_mean_squared_error: 26.8105 - output05_mean_squared_error: 18.4857 - output06_mean_squared_error: 20.6664 - output07_mean_squared_error: 22.6784 - output08_mean_squared_error: 14.2918 - output09_mean_squared_error: 19.2687 - output10_mean_squared_error: 19.1298 - output11_mean_squared_error: 20.7727 - output12_mean_squared_error: 16.7827 - output13_mean_squared_error: 25.7271 - output14_mean_squared_error: 18.3029 - output15_mean_squared_error: 28.2902 - output16_mean_squared_error: 20.7581 - output17_mean_squared_error: 22.1050 - output18_mean_squared_error: 14.1669 - output19_mean_squared_error: 10.9915 - output20_mean_squared_error: 12.5792 - output21_mean_squared_error: 29.7858 - output22_mean_squared_error: 22.3779 - output23_mean_squared_error: 15.4234 - output24_mean_squared_error: 21.6052 - output25_mean_squared_error: 27.8767 - output26_mean_squared_error: 14.5724 - output27_mean_squared_error: 28.7905 - output28_mean_squared_error: 21.3624 - output29_mean_squared_error: 28.0889 Epoch 1293/2000 121/121 [==============================] - 0s 926us/step - loss: 622.3501 - output00_loss: 12.4036 - output01_loss: 13.8611 - output02_loss: 21.9812 - output03_loss: 32.4611 - output04_loss: 26.8060 - output05_loss: 18.4854 - output06_loss: 20.6619 - output07_loss: 22.6746 - output08_loss: 14.2908 - output09_loss: 19.2680 - output10_loss: 19.1296 - output11_loss: 20.7726 - output12_loss: 16.7818 - output13_loss: 25.7244 - output14_loss: 18.3001 - output15_loss: 28.2871 - output16_loss: 20.7580 - output17_loss: 22.1029 - output18_loss: 14.1667 - output19_loss: 10.9893 - output20_loss: 12.5763 - output21_loss: 29.7844 - output22_loss: 22.3773 - output23_loss: 15.4232 - output24_loss: 21.6040 - output25_loss: 27.8762 - output26_loss: 14.5722 - output27_loss: 28.7891 - output28_loss: 21.3586 - output29_loss: 28.0828 - output00_mean_squared_error: 12.4036 - output01_mean_squared_error: 13.8611 - output02_mean_squared_error: 21.9812 - output03_mean_squared_error: 32.4611 - output04_mean_squared_error: 26.8060 - output05_mean_squared_error: 18.4854 - output06_mean_squared_error: 20.6619 - output07_mean_squared_error: 22.6746 - output08_mean_squared_error: 14.2908 - output09_mean_squared_error: 19.2680 - output10_mean_squared_error: 19.1296 - output11_mean_squared_error: 20.7726 - output12_mean_squared_error: 16.7818 - output13_mean_squared_error: 25.7244 - output14_mean_squared_error: 18.3001 - output15_mean_squared_error: 28.2871 - output16_mean_squared_error: 20.7580 - output17_mean_squared_error: 22.1029 - output18_mean_squared_error: 14.1667 - output19_mean_squared_error: 10.9893 - output20_mean_squared_error: 12.5763 - output21_mean_squared_error: 29.7844 - output22_mean_squared_error: 22.3773 - output23_mean_squared_error: 15.4232 - output24_mean_squared_error: 21.6040 - output25_mean_squared_error: 27.8762 - output26_mean_squared_error: 14.5722 - output27_mean_squared_error: 28.7891 - output28_mean_squared_error: 21.3586 - output29_mean_squared_error: 28.0828 Epoch 1294/2000 121/121 [==============================] - 0s 455us/step - loss: 622.2962 - output00_loss: 12.4035 - output01_loss: 13.8590 - output02_loss: 21.9787 - output03_loss: 32.4595 - output04_loss: 26.8015 - output05_loss: 18.4851 - output06_loss: 20.6575 - output07_loss: 22.6708 - output08_loss: 14.2898 - output09_loss: 19.2672 - output10_loss: 19.1293 - output11_loss: 20.7725 - output12_loss: 16.7808 - output13_loss: 25.7217 - output14_loss: 18.2974 - output15_loss: 28.2840 - output16_loss: 20.7579 - output17_loss: 22.1008 - output18_loss: 14.1665 - output19_loss: 10.9870 - output20_loss: 12.5733 - output21_loss: 29.7830 - output22_loss: 22.3766 - output23_loss: 15.4230 - output24_loss: 21.6029 - output25_loss: 27.8758 - output26_loss: 14.5720 - output27_loss: 28.7876 - output28_loss: 21.3547 - output29_loss: 28.0767 - output00_mean_squared_error: 12.4035 - output01_mean_squared_error: 13.8590 - output02_mean_squared_error: 21.9787 - output03_mean_squared_error: 32.4595 - output04_mean_squared_error: 26.8015 - output05_mean_squared_error: 18.4851 - output06_mean_squared_error: 20.6575 - output07_mean_squared_error: 22.6708 - output08_mean_squared_error: 14.2898 - output09_mean_squared_error: 19.2672 - output10_mean_squared_error: 19.1293 - output11_mean_squared_error: 20.7725 - output12_mean_squared_error: 16.7808 - output13_mean_squared_error: 25.7217 - output14_mean_squared_error: 18.2974 - output15_mean_squared_error: 28.2840 - output16_mean_squared_error: 20.7579 - output17_mean_squared_error: 22.1008 - output18_mean_squared_error: 14.1665 - output19_mean_squared_error: 10.9870 - output20_mean_squared_error: 12.5733 - output21_mean_squared_error: 29.7830 - output22_mean_squared_error: 22.3766 - output23_mean_squared_error: 15.4230 - output24_mean_squared_error: 21.6029 - output25_mean_squared_error: 27.8758 - output26_mean_squared_error: 14.5720 - output27_mean_squared_error: 28.7876 - output28_mean_squared_error: 21.3547 - output29_mean_squared_error: 28.0767 Epoch 1295/2000 121/121 [==============================] - 0s 1ms/step - loss: 622.2426 - output00_loss: 12.4034 - output01_loss: 13.8568 - output02_loss: 21.9762 - output03_loss: 32.4579 - output04_loss: 26.7971 - output05_loss: 18.4848 - output06_loss: 20.6530 - output07_loss: 22.6670 - output08_loss: 14.2888 - output09_loss: 19.2665 - output10_loss: 19.1291 - output11_loss: 20.7724 - output12_loss: 16.7799 - output13_loss: 25.7190 - output14_loss: 18.2947 - output15_loss: 28.2809 - output16_loss: 20.7578 - output17_loss: 22.0987 - output18_loss: 14.1663 - output19_loss: 10.9848 - output20_loss: 12.5704 - output21_loss: 29.7817 - output22_loss: 22.3760 - output23_loss: 15.4228 - output24_loss: 21.6017 - output25_loss: 27.8753 - output26_loss: 14.5719 - output27_loss: 28.7862 - output28_loss: 21.3509 - output29_loss: 28.0706 - output00_mean_squared_error: 12.4034 - output01_mean_squared_error: 13.8568 - output02_mean_squared_error: 21.9762 - output03_mean_squared_error: 32.4579 - output04_mean_squared_error: 26.7971 - output05_mean_squared_error: 18.4848 - output06_mean_squared_error: 20.6530 - output07_mean_squared_error: 22.6670 - output08_mean_squared_error: 14.2888 - output09_mean_squared_error: 19.2665 - output10_mean_squared_error: 19.1291 - output11_mean_squared_error: 20.7724 - output12_mean_squared_error: 16.7799 - output13_mean_squared_error: 25.7190 - output14_mean_squared_error: 18.2947 - output15_mean_squared_error: 28.2809 - output16_mean_squared_error: 20.7578 - output17_mean_squared_error: 22.0987 - output18_mean_squared_error: 14.1663 - output19_mean_squared_error: 10.9848 - output20_mean_squared_error: 12.5704 - output21_mean_squared_error: 29.7817 - output22_mean_squared_error: 22.3760 - output23_mean_squared_error: 15.4228 - output24_mean_squared_error: 21.6017 - output25_mean_squared_error: 27.8753 - output26_mean_squared_error: 14.5719 - output27_mean_squared_error: 28.7862 - output28_mean_squared_error: 21.3509 - output29_mean_squared_error: 28.0706 Epoch 1296/2000 121/121 [==============================] - 0s 663us/step - loss: 622.1890 - output00_loss: 12.4033 - output01_loss: 13.8546 - output02_loss: 21.9737 - output03_loss: 32.4564 - output04_loss: 26.7926 - output05_loss: 18.4844 - output06_loss: 20.6486 - output07_loss: 22.6632 - output08_loss: 14.2878 - output09_loss: 19.2658 - output10_loss: 19.1288 - output11_loss: 20.7723 - output12_loss: 16.7789 - output13_loss: 25.7163 - output14_loss: 18.2920 - output15_loss: 28.2778 - output16_loss: 20.7577 - output17_loss: 22.0966 - output18_loss: 14.1661 - output19_loss: 10.9825 - output20_loss: 12.5675 - output21_loss: 29.7803 - output22_loss: 22.3754 - output23_loss: 15.4227 - output24_loss: 21.6006 - output25_loss: 27.8748 - output26_loss: 14.5717 - output27_loss: 28.7847 - output28_loss: 21.3471 - output29_loss: 28.0645 - output00_mean_squared_error: 12.4033 - output01_mean_squared_error: 13.8546 - output02_mean_squared_error: 21.9737 - output03_mean_squared_error: 32.4564 - output04_mean_squared_error: 26.7926 - output05_mean_squared_error: 18.4844 - output06_mean_squared_error: 20.6486 - output07_mean_squared_error: 22.6632 - output08_mean_squared_error: 14.2878 - output09_mean_squared_error: 19.2658 - output10_mean_squared_error: 19.1288 - output11_mean_squared_error: 20.7723 - output12_mean_squared_error: 16.7789 - output13_mean_squared_error: 25.7163 - output14_mean_squared_error: 18.2920 - output15_mean_squared_error: 28.2778 - output16_mean_squared_error: 20.7577 - output17_mean_squared_error: 22.0966 - output18_mean_squared_error: 14.1661 - output19_mean_squared_error: 10.9825 - output20_mean_squared_error: 12.5675 - output21_mean_squared_error: 29.7803 - output22_mean_squared_error: 22.3754 - output23_mean_squared_error: 15.4227 - output24_mean_squared_error: 21.6006 - output25_mean_squared_error: 27.8748 - output26_mean_squared_error: 14.5717 - output27_mean_squared_error: 28.7847 - output28_mean_squared_error: 21.3471 - output29_mean_squared_error: 28.0645 Epoch 1297/2000 121/121 [==============================] - 0s 781us/step - loss: 622.1354 - output00_loss: 12.4032 - output01_loss: 13.8525 - output02_loss: 21.9712 - output03_loss: 32.4548 - output04_loss: 26.7882 - output05_loss: 18.4841 - output06_loss: 20.6442 - output07_loss: 22.6594 - output08_loss: 14.2869 - output09_loss: 19.2651 - output10_loss: 19.1286 - output11_loss: 20.7722 - output12_loss: 16.7779 - output13_loss: 25.7136 - output14_loss: 18.2892 - output15_loss: 28.2747 - output16_loss: 20.7576 - output17_loss: 22.0946 - output18_loss: 14.1659 - output19_loss: 10.9803 - output20_loss: 12.5646 - output21_loss: 29.7790 - output22_loss: 22.3749 - output23_loss: 15.4225 - output24_loss: 21.5995 - output25_loss: 27.8743 - output26_loss: 14.5716 - output27_loss: 28.7833 - output28_loss: 21.3432 - output29_loss: 28.0585 - output00_mean_squared_error: 12.4032 - output01_mean_squared_error: 13.8525 - output02_mean_squared_error: 21.9712 - output03_mean_squared_error: 32.4548 - output04_mean_squared_error: 26.7882 - output05_mean_squared_error: 18.4841 - output06_mean_squared_error: 20.6442 - output07_mean_squared_error: 22.6594 - output08_mean_squared_error: 14.2869 - output09_mean_squared_error: 19.2651 - output10_mean_squared_error: 19.1286 - output11_mean_squared_error: 20.7722 - output12_mean_squared_error: 16.7779 - output13_mean_squared_error: 25.7136 - output14_mean_squared_error: 18.2892 - output15_mean_squared_error: 28.2747 - output16_mean_squared_error: 20.7576 - output17_mean_squared_error: 22.0946 - output18_mean_squared_error: 14.1659 - output19_mean_squared_error: 10.9803 - output20_mean_squared_error: 12.5646 - output21_mean_squared_error: 29.7790 - output22_mean_squared_error: 22.3749 - output23_mean_squared_error: 15.4225 - output24_mean_squared_error: 21.5995 - output25_mean_squared_error: 27.8743 - output26_mean_squared_error: 14.5716 - output27_mean_squared_error: 28.7833 - output28_mean_squared_error: 21.3432 - output29_mean_squared_error: 28.0585 Epoch 1298/2000 121/121 [==============================] - 0s 906us/step - loss: 622.0821 - output00_loss: 12.4032 - output01_loss: 13.8503 - output02_loss: 21.9687 - output03_loss: 32.4532 - output04_loss: 26.7838 - output05_loss: 18.4838 - output06_loss: 20.6397 - output07_loss: 22.6557 - output08_loss: 14.2859 - output09_loss: 19.2643 - output10_loss: 19.1283 - output11_loss: 20.7721 - output12_loss: 16.7770 - output13_loss: 25.7109 - output14_loss: 18.2865 - output15_loss: 28.2717 - output16_loss: 20.7575 - output17_loss: 22.0925 - output18_loss: 14.1657 - output19_loss: 10.9781 - output20_loss: 12.5617 - output21_loss: 29.7776 - output22_loss: 22.3743 - output23_loss: 15.4223 - output24_loss: 21.5983 - output25_loss: 27.8739 - output26_loss: 14.5714 - output27_loss: 28.7819 - output28_loss: 21.3394 - output29_loss: 28.0524 - output00_mean_squared_error: 12.4032 - output01_mean_squared_error: 13.8503 - output02_mean_squared_error: 21.9687 - output03_mean_squared_error: 32.4532 - output04_mean_squared_error: 26.7838 - output05_mean_squared_error: 18.4838 - output06_mean_squared_error: 20.6397 - output07_mean_squared_error: 22.6557 - output08_mean_squared_error: 14.2859 - output09_mean_squared_error: 19.2643 - output10_mean_squared_error: 19.1283 - output11_mean_squared_error: 20.7721 - output12_mean_squared_error: 16.7770 - output13_mean_squared_error: 25.7109 - output14_mean_squared_error: 18.2865 - output15_mean_squared_error: 28.2717 - output16_mean_squared_error: 20.7575 - output17_mean_squared_error: 22.0925 - output18_mean_squared_error: 14.1657 - output19_mean_squared_error: 10.9781 - output20_mean_squared_error: 12.5617 - output21_mean_squared_error: 29.7776 - output22_mean_squared_error: 22.3743 - output23_mean_squared_error: 15.4223 - output24_mean_squared_error: 21.5983 - output25_mean_squared_error: 27.8739 - output26_mean_squared_error: 14.5714 - output27_mean_squared_error: 28.7819 - output28_mean_squared_error: 21.3394 - output29_mean_squared_error: 28.0524 Epoch 1299/2000 121/121 [==============================] - 0s 503us/step - loss: 622.0289 - output00_loss: 12.4031 - output01_loss: 13.8481 - output02_loss: 21.9662 - output03_loss: 32.4517 - output04_loss: 26.7794 - output05_loss: 18.4835 - output06_loss: 20.6353 - output07_loss: 22.6519 - output08_loss: 14.2849 - output09_loss: 19.2636 - output10_loss: 19.1281 - output11_loss: 20.7719 - output12_loss: 16.7760 - output13_loss: 25.7082 - output14_loss: 18.2838 - output15_loss: 28.2686 - output16_loss: 20.7575 - output17_loss: 22.0904 - output18_loss: 14.1656 - output19_loss: 10.9759 - output20_loss: 12.5588 - output21_loss: 29.7763 - output22_loss: 22.3737 - output23_loss: 15.4221 - output24_loss: 21.5972 - output25_loss: 27.8734 - output26_loss: 14.5712 - output27_loss: 28.7804 - output28_loss: 21.3356 - output29_loss: 28.0464 - output00_mean_squared_error: 12.4031 - output01_mean_squared_error: 13.8481 - output02_mean_squared_error: 21.9662 - output03_mean_squared_error: 32.4517 - output04_mean_squared_error: 26.7794 - output05_mean_squared_error: 18.4835 - output06_mean_squared_error: 20.6353 - output07_mean_squared_error: 22.6519 - output08_mean_squared_error: 14.2849 - output09_mean_squared_error: 19.2636 - output10_mean_squared_error: 19.1281 - output11_mean_squared_error: 20.7719 - output12_mean_squared_error: 16.7760 - output13_mean_squared_error: 25.7082 - output14_mean_squared_error: 18.2838 - output15_mean_squared_error: 28.2686 - output16_mean_squared_error: 20.7575 - output17_mean_squared_error: 22.0904 - output18_mean_squared_error: 14.1656 - output19_mean_squared_error: 10.9759 - output20_mean_squared_error: 12.5588 - output21_mean_squared_error: 29.7763 - output22_mean_squared_error: 22.3737 - output23_mean_squared_error: 15.4221 - output24_mean_squared_error: 21.5972 - output25_mean_squared_error: 27.8734 - output26_mean_squared_error: 14.5712 - output27_mean_squared_error: 28.7804 - output28_mean_squared_error: 21.3356 - output29_mean_squared_error: 28.0464 Epoch 1300/2000 121/121 [==============================] - 0s 1ms/step - loss: 621.9758 - output00_loss: 12.4030 - output01_loss: 13.8460 - output02_loss: 21.9638 - output03_loss: 32.4501 - output04_loss: 26.7749 - output05_loss: 18.4831 - output06_loss: 20.6309 - output07_loss: 22.6482 - output08_loss: 14.2840 - output09_loss: 19.2629 - output10_loss: 19.1279 - output11_loss: 20.7718 - output12_loss: 16.7751 - output13_loss: 25.7055 - output14_loss: 18.2811 - output15_loss: 28.2655 - output16_loss: 20.7574 - output17_loss: 22.0884 - output18_loss: 14.1654 - output19_loss: 10.9736 - output20_loss: 12.5559 - output21_loss: 29.7749 - output22_loss: 22.3731 - output23_loss: 15.4220 - output24_loss: 21.5961 - output25_loss: 27.8730 - output26_loss: 14.5711 - output27_loss: 28.7790 - output28_loss: 21.3318 - output29_loss: 28.0404 - output00_mean_squared_error: 12.4030 - output01_mean_squared_error: 13.8460 - output02_mean_squared_error: 21.9638 - output03_mean_squared_error: 32.4501 - output04_mean_squared_error: 26.7749 - output05_mean_squared_error: 18.4831 - output06_mean_squared_error: 20.6309 - output07_mean_squared_error: 22.6482 - output08_mean_squared_error: 14.2840 - output09_mean_squared_error: 19.2629 - output10_mean_squared_error: 19.1279 - output11_mean_squared_error: 20.7718 - output12_mean_squared_error: 16.7751 - output13_mean_squared_error: 25.7055 - output14_mean_squared_error: 18.2811 - output15_mean_squared_error: 28.2655 - output16_mean_squared_error: 20.7574 - output17_mean_squared_error: 22.0884 - output18_mean_squared_error: 14.1654 - output19_mean_squared_error: 10.9736 - output20_mean_squared_error: 12.5559 - output21_mean_squared_error: 29.7749 - output22_mean_squared_error: 22.3731 - output23_mean_squared_error: 15.4220 - output24_mean_squared_error: 21.5961 - output25_mean_squared_error: 27.8730 - output26_mean_squared_error: 14.5711 - output27_mean_squared_error: 28.7790 - output28_mean_squared_error: 21.3318 - output29_mean_squared_error: 28.0404 Epoch 1301/2000 121/121 [==============================] - 0s 1ms/step - loss: 621.9227 - output00_loss: 12.4029 - output01_loss: 13.8438 - output02_loss: 21.9613 - output03_loss: 32.4486 - output04_loss: 26.7705 - output05_loss: 18.4828 - output06_loss: 20.6265 - output07_loss: 22.6444 - output08_loss: 14.2830 - output09_loss: 19.2622 - output10_loss: 19.1276 - output11_loss: 20.7717 - output12_loss: 16.7742 - output13_loss: 25.7029 - output14_loss: 18.2784 - output15_loss: 28.2625 - output16_loss: 20.7573 - output17_loss: 22.0863 - output18_loss: 14.1652 - output19_loss: 10.9714 - output20_loss: 12.5530 - output21_loss: 29.7736 - output22_loss: 22.3725 - output23_loss: 15.4218 - output24_loss: 21.5949 - output25_loss: 27.8725 - output26_loss: 14.5709 - output27_loss: 28.7776 - output28_loss: 21.3280 - output29_loss: 28.0343 - output00_mean_squared_error: 12.4029 - output01_mean_squared_error: 13.8438 - output02_mean_squared_error: 21.9613 - output03_mean_squared_error: 32.4486 - output04_mean_squared_error: 26.7705 - output05_mean_squared_error: 18.4828 - output06_mean_squared_error: 20.6265 - output07_mean_squared_error: 22.6444 - output08_mean_squared_error: 14.2830 - output09_mean_squared_error: 19.2622 - output10_mean_squared_error: 19.1276 - output11_mean_squared_error: 20.7717 - output12_mean_squared_error: 16.7742 - output13_mean_squared_error: 25.7029 - output14_mean_squared_error: 18.2784 - output15_mean_squared_error: 28.2625 - output16_mean_squared_error: 20.7573 - output17_mean_squared_error: 22.0863 - output18_mean_squared_error: 14.1652 - output19_mean_squared_error: 10.9714 - output20_mean_squared_error: 12.5530 - output21_mean_squared_error: 29.7736 - output22_mean_squared_error: 22.3725 - output23_mean_squared_error: 15.4218 - output24_mean_squared_error: 21.5949 - output25_mean_squared_error: 27.8725 - output26_mean_squared_error: 14.5709 - output27_mean_squared_error: 28.7776 - output28_mean_squared_error: 21.3280 - output29_mean_squared_error: 28.0343 Epoch 1302/2000 121/121 [==============================] - 0s 938us/step - loss: 621.8698 - output00_loss: 12.4028 - output01_loss: 13.8417 - output02_loss: 21.9588 - output03_loss: 32.4470 - output04_loss: 26.7661 - output05_loss: 18.4825 - output06_loss: 20.6221 - output07_loss: 22.6407 - output08_loss: 14.2821 - output09_loss: 19.2615 - output10_loss: 19.1274 - output11_loss: 20.7716 - output12_loss: 16.7732 - output13_loss: 25.7002 - output14_loss: 18.2757 - output15_loss: 28.2594 - output16_loss: 20.7572 - output17_loss: 22.0843 - output18_loss: 14.1650 - output19_loss: 10.9692 - output20_loss: 12.5501 - output21_loss: 29.7723 - output22_loss: 22.3719 - output23_loss: 15.4216 - output24_loss: 21.5938 - output25_loss: 27.8720 - output26_loss: 14.5707 - output27_loss: 28.7762 - output28_loss: 21.3242 - output29_loss: 28.0283 - output00_mean_squared_error: 12.4028 - output01_mean_squared_error: 13.8417 - output02_mean_squared_error: 21.9588 - output03_mean_squared_error: 32.4470 - output04_mean_squared_error: 26.7661 - output05_mean_squared_error: 18.4825 - output06_mean_squared_error: 20.6221 - output07_mean_squared_error: 22.6407 - output08_mean_squared_error: 14.2821 - output09_mean_squared_error: 19.2615 - output10_mean_squared_error: 19.1274 - output11_mean_squared_error: 20.7716 - output12_mean_squared_error: 16.7732 - output13_mean_squared_error: 25.7002 - output14_mean_squared_error: 18.2757 - output15_mean_squared_error: 28.2594 - output16_mean_squared_error: 20.7572 - output17_mean_squared_error: 22.0843 - output18_mean_squared_error: 14.1650 - output19_mean_squared_error: 10.9692 - output20_mean_squared_error: 12.5501 - output21_mean_squared_error: 29.7723 - output22_mean_squared_error: 22.3719 - output23_mean_squared_error: 15.4216 - output24_mean_squared_error: 21.5938 - output25_mean_squared_error: 27.8720 - output26_mean_squared_error: 14.5707 - output27_mean_squared_error: 28.7762 - output28_mean_squared_error: 21.3242 - output29_mean_squared_error: 28.0283 Epoch 1303/2000 121/121 [==============================] - 0s 956us/step - loss: 621.8170 - output00_loss: 12.4027 - output01_loss: 13.8396 - output02_loss: 21.9563 - output03_loss: 32.4455 - output04_loss: 26.7617 - output05_loss: 18.4822 - output06_loss: 20.6177 - output07_loss: 22.6370 - output08_loss: 14.2811 - output09_loss: 19.2608 - output10_loss: 19.1271 - output11_loss: 20.7715 - output12_loss: 16.7723 - output13_loss: 25.6975 - output14_loss: 18.2731 - output15_loss: 28.2564 - output16_loss: 20.7571 - output17_loss: 22.0822 - output18_loss: 14.1648 - output19_loss: 10.9670 - output20_loss: 12.5472 - output21_loss: 29.7709 - output22_loss: 22.3713 - output23_loss: 15.4214 - output24_loss: 21.5927 - output25_loss: 27.8716 - output26_loss: 14.5706 - output27_loss: 28.7748 - output28_loss: 21.3204 - output29_loss: 28.0223 - output00_mean_squared_error: 12.4027 - output01_mean_squared_error: 13.8396 - output02_mean_squared_error: 21.9563 - output03_mean_squared_error: 32.4455 - output04_mean_squared_error: 26.7617 - output05_mean_squared_error: 18.4822 - output06_mean_squared_error: 20.6177 - output07_mean_squared_error: 22.6370 - output08_mean_squared_error: 14.2811 - output09_mean_squared_error: 19.2608 - output10_mean_squared_error: 19.1271 - output11_mean_squared_error: 20.7715 - output12_mean_squared_error: 16.7723 - output13_mean_squared_error: 25.6975 - output14_mean_squared_error: 18.2731 - output15_mean_squared_error: 28.2564 - output16_mean_squared_error: 20.7571 - output17_mean_squared_error: 22.0822 - output18_mean_squared_error: 14.1648 - output19_mean_squared_error: 10.9670 - output20_mean_squared_error: 12.5472 - output21_mean_squared_error: 29.7709 - output22_mean_squared_error: 22.3713 - output23_mean_squared_error: 15.4214 - output24_mean_squared_error: 21.5927 - output25_mean_squared_error: 27.8716 - output26_mean_squared_error: 14.5706 - output27_mean_squared_error: 28.7748 - output28_mean_squared_error: 21.3204 - output29_mean_squared_error: 28.0223 Epoch 1304/2000 121/121 [==============================] - 0s 1ms/step - loss: 621.7643 - output00_loss: 12.4026 - output01_loss: 13.8374 - output02_loss: 21.9539 - output03_loss: 32.4439 - output04_loss: 26.7573 - output05_loss: 18.4819 - output06_loss: 20.6134 - output07_loss: 22.6333 - output08_loss: 14.2801 - output09_loss: 19.2601 - output10_loss: 19.1269 - output11_loss: 20.7714 - output12_loss: 16.7714 - output13_loss: 25.6949 - output14_loss: 18.2704 - output15_loss: 28.2533 - output16_loss: 20.7570 - output17_loss: 22.0802 - output18_loss: 14.1646 - output19_loss: 10.9648 - output20_loss: 12.5443 - output21_loss: 29.7696 - output22_loss: 22.3707 - output23_loss: 15.4212 - output24_loss: 21.5916 - output25_loss: 27.8711 - output26_loss: 14.5704 - output27_loss: 28.7734 - output28_loss: 21.3166 - output29_loss: 28.0163 - output00_mean_squared_error: 12.4026 - output01_mean_squared_error: 13.8374 - output02_mean_squared_error: 21.9539 - output03_mean_squared_error: 32.4439 - output04_mean_squared_error: 26.7573 - output05_mean_squared_error: 18.4819 - output06_mean_squared_error: 20.6134 - output07_mean_squared_error: 22.6333 - output08_mean_squared_error: 14.2801 - output09_mean_squared_error: 19.2601 - output10_mean_squared_error: 19.1269 - output11_mean_squared_error: 20.7714 - output12_mean_squared_error: 16.7714 - output13_mean_squared_error: 25.6949 - output14_mean_squared_error: 18.2704 - output15_mean_squared_error: 28.2533 - output16_mean_squared_error: 20.7570 - output17_mean_squared_error: 22.0802 - output18_mean_squared_error: 14.1646 - output19_mean_squared_error: 10.9648 - output20_mean_squared_error: 12.5443 - output21_mean_squared_error: 29.7696 - output22_mean_squared_error: 22.3707 - output23_mean_squared_error: 15.4212 - output24_mean_squared_error: 21.5916 - output25_mean_squared_error: 27.8711 - output26_mean_squared_error: 14.5704 - output27_mean_squared_error: 28.7734 - output28_mean_squared_error: 21.3166 - output29_mean_squared_error: 28.0163 Epoch 1305/2000 121/121 [==============================] - 0s 803us/step - loss: 621.7116 - output00_loss: 12.4025 - output01_loss: 13.8353 - output02_loss: 21.9514 - output03_loss: 32.4424 - output04_loss: 26.7530 - output05_loss: 18.4816 - output06_loss: 20.6090 - output07_loss: 22.6295 - output08_loss: 14.2792 - output09_loss: 19.2594 - output10_loss: 19.1266 - output11_loss: 20.7713 - output12_loss: 16.7704 - output13_loss: 25.6922 - output14_loss: 18.2677 - output15_loss: 28.2503 - output16_loss: 20.7569 - output17_loss: 22.0781 - output18_loss: 14.1645 - output19_loss: 10.9625 - output20_loss: 12.5415 - output21_loss: 29.7683 - output22_loss: 22.3701 - output23_loss: 15.4211 - output24_loss: 21.5905 - output25_loss: 27.8707 - output26_loss: 14.5703 - output27_loss: 28.7720 - output28_loss: 21.3128 - output29_loss: 28.0103 - output00_mean_squared_error: 12.4025 - output01_mean_squared_error: 13.8353 - output02_mean_squared_error: 21.9514 - output03_mean_squared_error: 32.4424 - output04_mean_squared_error: 26.7530 - output05_mean_squared_error: 18.4816 - output06_mean_squared_error: 20.6090 - output07_mean_squared_error: 22.6295 - output08_mean_squared_error: 14.2792 - output09_mean_squared_error: 19.2594 - output10_mean_squared_error: 19.1266 - output11_mean_squared_error: 20.7713 - output12_mean_squared_error: 16.7704 - output13_mean_squared_error: 25.6922 - output14_mean_squared_error: 18.2677 - output15_mean_squared_error: 28.2503 - output16_mean_squared_error: 20.7569 - output17_mean_squared_error: 22.0781 - output18_mean_squared_error: 14.1645 - output19_mean_squared_error: 10.9625 - output20_mean_squared_error: 12.5415 - output21_mean_squared_error: 29.7683 - output22_mean_squared_error: 22.3701 - output23_mean_squared_error: 15.4211 - output24_mean_squared_error: 21.5905 - output25_mean_squared_error: 27.8707 - output26_mean_squared_error: 14.5703 - output27_mean_squared_error: 28.7720 - output28_mean_squared_error: 21.3128 - output29_mean_squared_error: 28.0103 Epoch 1306/2000 121/121 [==============================] - 0s 981us/step - loss: 621.6591 - output00_loss: 12.4024 - output01_loss: 13.8332 - output02_loss: 21.9490 - output03_loss: 32.4409 - output04_loss: 26.7486 - output05_loss: 18.4813 - output06_loss: 20.6046 - output07_loss: 22.6258 - output08_loss: 14.2782 - output09_loss: 19.2587 - output10_loss: 19.1264 - output11_loss: 20.7712 - output12_loss: 16.7695 - output13_loss: 25.6896 - output14_loss: 18.2650 - output15_loss: 28.2473 - output16_loss: 20.7568 - output17_loss: 22.0761 - output18_loss: 14.1643 - output19_loss: 10.9603 - output20_loss: 12.5386 - output21_loss: 29.7670 - output22_loss: 22.3696 - output23_loss: 15.4209 - output24_loss: 21.5894 - output25_loss: 27.8702 - output26_loss: 14.5701 - output27_loss: 28.7706 - output28_loss: 21.3091 - output29_loss: 28.0044 - output00_mean_squared_error: 12.4024 - output01_mean_squared_error: 13.8332 - output02_mean_squared_error: 21.9490 - output03_mean_squared_error: 32.4409 - output04_mean_squared_error: 26.7486 - output05_mean_squared_error: 18.4813 - output06_mean_squared_error: 20.6046 - output07_mean_squared_error: 22.6258 - output08_mean_squared_error: 14.2782 - output09_mean_squared_error: 19.2587 - output10_mean_squared_error: 19.1264 - output11_mean_squared_error: 20.7712 - output12_mean_squared_error: 16.7695 - output13_mean_squared_error: 25.6896 - output14_mean_squared_error: 18.2650 - output15_mean_squared_error: 28.2473 - output16_mean_squared_error: 20.7568 - output17_mean_squared_error: 22.0761 - output18_mean_squared_error: 14.1643 - output19_mean_squared_error: 10.9603 - output20_mean_squared_error: 12.5386 - output21_mean_squared_error: 29.7670 - output22_mean_squared_error: 22.3696 - output23_mean_squared_error: 15.4209 - output24_mean_squared_error: 21.5894 - output25_mean_squared_error: 27.8702 - output26_mean_squared_error: 14.5701 - output27_mean_squared_error: 28.7706 - output28_mean_squared_error: 21.3091 - output29_mean_squared_error: 28.0044 Epoch 1307/2000 121/121 [==============================] - 0s 997us/step - loss: 621.6066 - output00_loss: 12.4024 - output01_loss: 13.8310 - output02_loss: 21.9465 - output03_loss: 32.4394 - output04_loss: 26.7442 - output05_loss: 18.4809 - output06_loss: 20.6003 - output07_loss: 22.6221 - output08_loss: 14.2773 - output09_loss: 19.2580 - output10_loss: 19.1262 - output11_loss: 20.7711 - output12_loss: 16.7686 - output13_loss: 25.6869 - output14_loss: 18.2624 - output15_loss: 28.2442 - output16_loss: 20.7568 - output17_loss: 22.0741 - output18_loss: 14.1641 - output19_loss: 10.9581 - output20_loss: 12.5357 - output21_loss: 29.7657 - output22_loss: 22.3690 - output23_loss: 15.4207 - output24_loss: 21.5883 - output25_loss: 27.8698 - output26_loss: 14.5700 - output27_loss: 28.7692 - output28_loss: 21.3053 - output29_loss: 27.9984 - output00_mean_squared_error: 12.4024 - output01_mean_squared_error: 13.8310 - output02_mean_squared_error: 21.9465 - output03_mean_squared_error: 32.4394 - output04_mean_squared_error: 26.7442 - output05_mean_squared_error: 18.4809 - output06_mean_squared_error: 20.6003 - output07_mean_squared_error: 22.6221 - output08_mean_squared_error: 14.2773 - output09_mean_squared_error: 19.2580 - output10_mean_squared_error: 19.1262 - output11_mean_squared_error: 20.7711 - output12_mean_squared_error: 16.7686 - output13_mean_squared_error: 25.6869 - output14_mean_squared_error: 18.2624 - output15_mean_squared_error: 28.2442 - output16_mean_squared_error: 20.7568 - output17_mean_squared_error: 22.0741 - output18_mean_squared_error: 14.1641 - output19_mean_squared_error: 10.9581 - output20_mean_squared_error: 12.5357 - output21_mean_squared_error: 29.7657 - output22_mean_squared_error: 22.3690 - output23_mean_squared_error: 15.4207 - output24_mean_squared_error: 21.5883 - output25_mean_squared_error: 27.8698 - output26_mean_squared_error: 14.5700 - output27_mean_squared_error: 28.7692 - output28_mean_squared_error: 21.3053 - output29_mean_squared_error: 27.9984 Epoch 1308/2000 121/121 [==============================] - 0s 545us/step - loss: 621.5544 - output00_loss: 12.4023 - output01_loss: 13.8289 - output02_loss: 21.9441 - output03_loss: 32.4379 - output04_loss: 26.7399 - output05_loss: 18.4806 - output06_loss: 20.5959 - output07_loss: 22.6184 - output08_loss: 14.2764 - output09_loss: 19.2573 - output10_loss: 19.1259 - output11_loss: 20.7711 - output12_loss: 16.7677 - output13_loss: 25.6843 - output14_loss: 18.2597 - output15_loss: 28.2412 - output16_loss: 20.7567 - output17_loss: 22.0720 - output18_loss: 14.1639 - output19_loss: 10.9559 - output20_loss: 12.5329 - output21_loss: 29.7644 - output22_loss: 22.3684 - output23_loss: 15.4206 - output24_loss: 21.5872 - output25_loss: 27.8693 - output26_loss: 14.5698 - output27_loss: 28.7678 - output28_loss: 21.3016 - output29_loss: 27.9924 - output00_mean_squared_error: 12.4023 - output01_mean_squared_error: 13.8289 - output02_mean_squared_error: 21.9441 - output03_mean_squared_error: 32.4379 - output04_mean_squared_error: 26.7399 - output05_mean_squared_error: 18.4806 - output06_mean_squared_error: 20.5959 - output07_mean_squared_error: 22.6184 - output08_mean_squared_error: 14.2764 - output09_mean_squared_error: 19.2573 - output10_mean_squared_error: 19.1259 - output11_mean_squared_error: 20.7711 - output12_mean_squared_error: 16.7677 - output13_mean_squared_error: 25.6843 - output14_mean_squared_error: 18.2597 - output15_mean_squared_error: 28.2412 - output16_mean_squared_error: 20.7567 - output17_mean_squared_error: 22.0720 - output18_mean_squared_error: 14.1639 - output19_mean_squared_error: 10.9559 - output20_mean_squared_error: 12.5329 - output21_mean_squared_error: 29.7644 - output22_mean_squared_error: 22.3684 - output23_mean_squared_error: 15.4206 - output24_mean_squared_error: 21.5872 - output25_mean_squared_error: 27.8693 - output26_mean_squared_error: 14.5698 - output27_mean_squared_error: 28.7678 - output28_mean_squared_error: 21.3016 - output29_mean_squared_error: 27.9924 Epoch 1309/2000 121/121 [==============================] - 0s 890us/step - loss: 621.5021 - output00_loss: 12.4022 - output01_loss: 13.8268 - output02_loss: 21.9416 - output03_loss: 32.4364 - output04_loss: 26.7355 - output05_loss: 18.4803 - output06_loss: 20.5916 - output07_loss: 22.6148 - output08_loss: 14.2754 - output09_loss: 19.2566 - output10_loss: 19.1257 - output11_loss: 20.7710 - output12_loss: 16.7668 - output13_loss: 25.6817 - output14_loss: 18.2571 - output15_loss: 28.2382 - output16_loss: 20.7566 - output17_loss: 22.0700 - output18_loss: 14.1637 - output19_loss: 10.9537 - output20_loss: 12.5301 - output21_loss: 29.7630 - output22_loss: 22.3678 - output23_loss: 15.4204 - output24_loss: 21.5861 - output25_loss: 27.8689 - output26_loss: 14.5697 - output27_loss: 28.7664 - output28_loss: 21.2978 - output29_loss: 27.9865 - output00_mean_squared_error: 12.4022 - output01_mean_squared_error: 13.8268 - output02_mean_squared_error: 21.9416 - output03_mean_squared_error: 32.4364 - output04_mean_squared_error: 26.7355 - output05_mean_squared_error: 18.4803 - output06_mean_squared_error: 20.5916 - output07_mean_squared_error: 22.6148 - output08_mean_squared_error: 14.2754 - output09_mean_squared_error: 19.2566 - output10_mean_squared_error: 19.1257 - output11_mean_squared_error: 20.7710 - output12_mean_squared_error: 16.7668 - output13_mean_squared_error: 25.6817 - output14_mean_squared_error: 18.2571 - output15_mean_squared_error: 28.2382 - output16_mean_squared_error: 20.7566 - output17_mean_squared_error: 22.0700 - output18_mean_squared_error: 14.1637 - output19_mean_squared_error: 10.9537 - output20_mean_squared_error: 12.5301 - output21_mean_squared_error: 29.7630 - output22_mean_squared_error: 22.3678 - output23_mean_squared_error: 15.4204 - output24_mean_squared_error: 21.5861 - output25_mean_squared_error: 27.8689 - output26_mean_squared_error: 14.5697 - output27_mean_squared_error: 28.7664 - output28_mean_squared_error: 21.2978 - output29_mean_squared_error: 27.9865 Epoch 1310/2000 121/121 [==============================] - 0s 621us/step - loss: 621.4502 - output00_loss: 12.4021 - output01_loss: 13.8247 - output02_loss: 21.9392 - output03_loss: 32.4349 - output04_loss: 26.7312 - output05_loss: 18.4800 - output06_loss: 20.5873 - output07_loss: 22.6111 - output08_loss: 14.2745 - output09_loss: 19.2559 - output10_loss: 19.1255 - output11_loss: 20.7709 - output12_loss: 16.7658 - output13_loss: 25.6790 - output14_loss: 18.2544 - output15_loss: 28.2352 - output16_loss: 20.7565 - output17_loss: 22.0680 - output18_loss: 14.1636 - output19_loss: 10.9515 - output20_loss: 12.5272 - output21_loss: 29.7617 - output22_loss: 22.3673 - output23_loss: 15.4202 - output24_loss: 21.5850 - output25_loss: 27.8684 - output26_loss: 14.5695 - output27_loss: 28.7650 - output28_loss: 21.2941 - output29_loss: 27.9805 - output00_mean_squared_error: 12.4021 - output01_mean_squared_error: 13.8247 - output02_mean_squared_error: 21.9392 - output03_mean_squared_error: 32.4349 - output04_mean_squared_error: 26.7312 - output05_mean_squared_error: 18.4800 - output06_mean_squared_error: 20.5873 - output07_mean_squared_error: 22.6111 - output08_mean_squared_error: 14.2745 - output09_mean_squared_error: 19.2559 - output10_mean_squared_error: 19.1255 - output11_mean_squared_error: 20.7709 - output12_mean_squared_error: 16.7658 - output13_mean_squared_error: 25.6790 - output14_mean_squared_error: 18.2544 - output15_mean_squared_error: 28.2352 - output16_mean_squared_error: 20.7565 - output17_mean_squared_error: 22.0680 - output18_mean_squared_error: 14.1636 - output19_mean_squared_error: 10.9515 - output20_mean_squared_error: 12.5272 - output21_mean_squared_error: 29.7617 - output22_mean_squared_error: 22.3673 - output23_mean_squared_error: 15.4202 - output24_mean_squared_error: 21.5850 - output25_mean_squared_error: 27.8684 - output26_mean_squared_error: 14.5695 - output27_mean_squared_error: 28.7650 - output28_mean_squared_error: 21.2941 - output29_mean_squared_error: 27.9805 Epoch 1311/2000 121/121 [==============================] - 0s 718us/step - loss: 621.3981 - output00_loss: 12.4020 - output01_loss: 13.8226 - output02_loss: 21.9368 - output03_loss: 32.4334 - output04_loss: 26.7268 - output05_loss: 18.4797 - output06_loss: 20.5829 - output07_loss: 22.6074 - output08_loss: 14.2736 - output09_loss: 19.2553 - output10_loss: 19.1252 - output11_loss: 20.7708 - output12_loss: 16.7649 - output13_loss: 25.6764 - output14_loss: 18.2518 - output15_loss: 28.2322 - output16_loss: 20.7564 - output17_loss: 22.0660 - output18_loss: 14.1634 - output19_loss: 10.9493 - output20_loss: 12.5244 - output21_loss: 29.7604 - output22_loss: 22.3667 - output23_loss: 15.4201 - output24_loss: 21.5839 - output25_loss: 27.8680 - output26_loss: 14.5694 - output27_loss: 28.7636 - output28_loss: 21.2903 - output29_loss: 27.9746 - output00_mean_squared_error: 12.4020 - output01_mean_squared_error: 13.8226 - output02_mean_squared_error: 21.9368 - output03_mean_squared_error: 32.4334 - output04_mean_squared_error: 26.7268 - output05_mean_squared_error: 18.4797 - output06_mean_squared_error: 20.5829 - output07_mean_squared_error: 22.6074 - output08_mean_squared_error: 14.2736 - output09_mean_squared_error: 19.2553 - output10_mean_squared_error: 19.1252 - output11_mean_squared_error: 20.7708 - output12_mean_squared_error: 16.7649 - output13_mean_squared_error: 25.6764 - output14_mean_squared_error: 18.2518 - output15_mean_squared_error: 28.2322 - output16_mean_squared_error: 20.7564 - output17_mean_squared_error: 22.0660 - output18_mean_squared_error: 14.1634 - output19_mean_squared_error: 10.9493 - output20_mean_squared_error: 12.5244 - output21_mean_squared_error: 29.7604 - output22_mean_squared_error: 22.3667 - output23_mean_squared_error: 15.4201 - output24_mean_squared_error: 21.5839 - output25_mean_squared_error: 27.8680 - output26_mean_squared_error: 14.5694 - output27_mean_squared_error: 28.7636 - output28_mean_squared_error: 21.2903 - output29_mean_squared_error: 27.9746 Epoch 1312/2000 121/121 [==============================] - 0s 939us/step - loss: 621.3463 - output00_loss: 12.4019 - output01_loss: 13.8205 - output02_loss: 21.9343 - output03_loss: 32.4319 - output04_loss: 26.7225 - output05_loss: 18.4794 - output06_loss: 20.5786 - output07_loss: 22.6037 - output08_loss: 14.2726 - output09_loss: 19.2546 - output10_loss: 19.1250 - output11_loss: 20.7707 - output12_loss: 16.7640 - output13_loss: 25.6738 - output14_loss: 18.2491 - output15_loss: 28.2291 - output16_loss: 20.7563 - output17_loss: 22.0640 - output18_loss: 14.1632 - output19_loss: 10.9471 - output20_loss: 12.5216 - output21_loss: 29.7591 - output22_loss: 22.3661 - output23_loss: 15.4199 - output24_loss: 21.5828 - output25_loss: 27.8676 - output26_loss: 14.5692 - output27_loss: 28.7622 - output28_loss: 21.2866 - output29_loss: 27.9687 - output00_mean_squared_error: 12.4019 - output01_mean_squared_error: 13.8205 - output02_mean_squared_error: 21.9343 - output03_mean_squared_error: 32.4319 - output04_mean_squared_error: 26.7225 - output05_mean_squared_error: 18.4794 - output06_mean_squared_error: 20.5786 - output07_mean_squared_error: 22.6037 - output08_mean_squared_error: 14.2726 - output09_mean_squared_error: 19.2546 - output10_mean_squared_error: 19.1250 - output11_mean_squared_error: 20.7707 - output12_mean_squared_error: 16.7640 - output13_mean_squared_error: 25.6738 - output14_mean_squared_error: 18.2491 - output15_mean_squared_error: 28.2291 - output16_mean_squared_error: 20.7563 - output17_mean_squared_error: 22.0640 - output18_mean_squared_error: 14.1632 - output19_mean_squared_error: 10.9471 - output20_mean_squared_error: 12.5216 - output21_mean_squared_error: 29.7591 - output22_mean_squared_error: 22.3661 - output23_mean_squared_error: 15.4199 - output24_mean_squared_error: 21.5828 - output25_mean_squared_error: 27.8676 - output26_mean_squared_error: 14.5692 - output27_mean_squared_error: 28.7622 - output28_mean_squared_error: 21.2866 - output29_mean_squared_error: 27.9687 Epoch 1313/2000 121/121 [==============================] - 0s 767us/step - loss: 621.2944 - output00_loss: 12.4018 - output01_loss: 13.8183 - output02_loss: 21.9319 - output03_loss: 32.4304 - output04_loss: 26.7182 - output05_loss: 18.4791 - output06_loss: 20.5743 - output07_loss: 22.6001 - output08_loss: 14.2717 - output09_loss: 19.2539 - output10_loss: 19.1248 - output11_loss: 20.7706 - output12_loss: 16.7631 - output13_loss: 25.6712 - output14_loss: 18.2465 - output15_loss: 28.2261 - output16_loss: 20.7563 - output17_loss: 22.0620 - output18_loss: 14.1630 - output19_loss: 10.9449 - output20_loss: 12.5187 - output21_loss: 29.7579 - output22_loss: 22.3656 - output23_loss: 15.4197 - output24_loss: 21.5817 - output25_loss: 27.8671 - output26_loss: 14.5691 - output27_loss: 28.7609 - output28_loss: 21.2829 - output29_loss: 27.9627 - output00_mean_squared_error: 12.4018 - output01_mean_squared_error: 13.8183 - output02_mean_squared_error: 21.9319 - output03_mean_squared_error: 32.4304 - output04_mean_squared_error: 26.7182 - output05_mean_squared_error: 18.4791 - output06_mean_squared_error: 20.5743 - output07_mean_squared_error: 22.6001 - output08_mean_squared_error: 14.2717 - output09_mean_squared_error: 19.2539 - output10_mean_squared_error: 19.1248 - output11_mean_squared_error: 20.7706 - output12_mean_squared_error: 16.7631 - output13_mean_squared_error: 25.6712 - output14_mean_squared_error: 18.2465 - output15_mean_squared_error: 28.2261 - output16_mean_squared_error: 20.7563 - output17_mean_squared_error: 22.0620 - output18_mean_squared_error: 14.1630 - output19_mean_squared_error: 10.9449 - output20_mean_squared_error: 12.5187 - output21_mean_squared_error: 29.7579 - output22_mean_squared_error: 22.3656 - output23_mean_squared_error: 15.4197 - output24_mean_squared_error: 21.5817 - output25_mean_squared_error: 27.8671 - output26_mean_squared_error: 14.5691 - output27_mean_squared_error: 28.7609 - output28_mean_squared_error: 21.2829 - output29_mean_squared_error: 27.9627 Epoch 1314/2000 121/121 [==============================] - 0s 847us/step - loss: 621.2428 - output00_loss: 12.4018 - output01_loss: 13.8162 - output02_loss: 21.9295 - output03_loss: 32.4289 - output04_loss: 26.7139 - output05_loss: 18.4788 - output06_loss: 20.5700 - output07_loss: 22.5964 - output08_loss: 14.2708 - output09_loss: 19.2532 - output10_loss: 19.1245 - output11_loss: 20.7705 - output12_loss: 16.7622 - output13_loss: 25.6686 - output14_loss: 18.2439 - output15_loss: 28.2231 - output16_loss: 20.7562 - output17_loss: 22.0600 - output18_loss: 14.1629 - output19_loss: 10.9427 - output20_loss: 12.5159 - output21_loss: 29.7566 - output22_loss: 22.3650 - output23_loss: 15.4196 - output24_loss: 21.5806 - output25_loss: 27.8667 - output26_loss: 14.5689 - output27_loss: 28.7595 - output28_loss: 21.2791 - output29_loss: 27.9568 - output00_mean_squared_error: 12.4018 - output01_mean_squared_error: 13.8162 - output02_mean_squared_error: 21.9295 - output03_mean_squared_error: 32.4289 - output04_mean_squared_error: 26.7139 - output05_mean_squared_error: 18.4788 - output06_mean_squared_error: 20.5700 - output07_mean_squared_error: 22.5964 - output08_mean_squared_error: 14.2708 - output09_mean_squared_error: 19.2532 - output10_mean_squared_error: 19.1245 - output11_mean_squared_error: 20.7705 - output12_mean_squared_error: 16.7622 - output13_mean_squared_error: 25.6686 - output14_mean_squared_error: 18.2439 - output15_mean_squared_error: 28.2231 - output16_mean_squared_error: 20.7562 - output17_mean_squared_error: 22.0600 - output18_mean_squared_error: 14.1629 - output19_mean_squared_error: 10.9427 - output20_mean_squared_error: 12.5159 - output21_mean_squared_error: 29.7566 - output22_mean_squared_error: 22.3650 - output23_mean_squared_error: 15.4196 - output24_mean_squared_error: 21.5806 - output25_mean_squared_error: 27.8667 - output26_mean_squared_error: 14.5689 - output27_mean_squared_error: 28.7595 - output28_mean_squared_error: 21.2791 - output29_mean_squared_error: 27.9568 Epoch 1315/2000 121/121 [==============================] - 0s 981us/step - loss: 621.1913 - output00_loss: 12.4017 - output01_loss: 13.8141 - output02_loss: 21.9271 - output03_loss: 32.4274 - output04_loss: 26.7096 - output05_loss: 18.4785 - output06_loss: 20.5657 - output07_loss: 22.5928 - output08_loss: 14.2698 - output09_loss: 19.2525 - output10_loss: 19.1243 - output11_loss: 20.7704 - output12_loss: 16.7613 - output13_loss: 25.6660 - output14_loss: 18.2413 - output15_loss: 28.2201 - output16_loss: 20.7561 - output17_loss: 22.0580 - output18_loss: 14.1627 - output19_loss: 10.9405 - output20_loss: 12.5131 - output21_loss: 29.7553 - output22_loss: 22.3645 - output23_loss: 15.4194 - output24_loss: 21.5796 - output25_loss: 27.8662 - output26_loss: 14.5688 - output27_loss: 28.7581 - output28_loss: 21.2754 - output29_loss: 27.9509 - output00_mean_squared_error: 12.4017 - output01_mean_squared_error: 13.8141 - output02_mean_squared_error: 21.9271 - output03_mean_squared_error: 32.4274 - output04_mean_squared_error: 26.7096 - output05_mean_squared_error: 18.4785 - output06_mean_squared_error: 20.5657 - output07_mean_squared_error: 22.5928 - output08_mean_squared_error: 14.2698 - output09_mean_squared_error: 19.2525 - output10_mean_squared_error: 19.1243 - output11_mean_squared_error: 20.7704 - output12_mean_squared_error: 16.7613 - output13_mean_squared_error: 25.6660 - output14_mean_squared_error: 18.2413 - output15_mean_squared_error: 28.2201 - output16_mean_squared_error: 20.7561 - output17_mean_squared_error: 22.0580 - output18_mean_squared_error: 14.1627 - output19_mean_squared_error: 10.9405 - output20_mean_squared_error: 12.5131 - output21_mean_squared_error: 29.7553 - output22_mean_squared_error: 22.3645 - output23_mean_squared_error: 15.4194 - output24_mean_squared_error: 21.5796 - output25_mean_squared_error: 27.8662 - output26_mean_squared_error: 14.5688 - output27_mean_squared_error: 28.7581 - output28_mean_squared_error: 21.2754 - output29_mean_squared_error: 27.9509 Epoch 1316/2000 121/121 [==============================] - 0s 1ms/step - loss: 621.1399 - output00_loss: 12.4016 - output01_loss: 13.8120 - output02_loss: 21.9247 - output03_loss: 32.4259 - output04_loss: 26.7053 - output05_loss: 18.4782 - output06_loss: 20.5614 - output07_loss: 22.5892 - output08_loss: 14.2689 - output09_loss: 19.2519 - output10_loss: 19.1241 - output11_loss: 20.7703 - output12_loss: 16.7605 - output13_loss: 25.6634 - output14_loss: 18.2387 - output15_loss: 28.2172 - output16_loss: 20.7560 - output17_loss: 22.0560 - output18_loss: 14.1625 - output19_loss: 10.9384 - output20_loss: 12.5103 - output21_loss: 29.7540 - output22_loss: 22.3639 - output23_loss: 15.4192 - output24_loss: 21.5785 - output25_loss: 27.8658 - output26_loss: 14.5686 - output27_loss: 28.7568 - output28_loss: 21.2717 - output29_loss: 27.9450 - output00_mean_squared_error: 12.4016 - output01_mean_squared_error: 13.8120 - output02_mean_squared_error: 21.9247 - output03_mean_squared_error: 32.4259 - output04_mean_squared_error: 26.7053 - output05_mean_squared_error: 18.4782 - output06_mean_squared_error: 20.5614 - output07_mean_squared_error: 22.5892 - output08_mean_squared_error: 14.2689 - output09_mean_squared_error: 19.2519 - output10_mean_squared_error: 19.1241 - output11_mean_squared_error: 20.7703 - output12_mean_squared_error: 16.7605 - output13_mean_squared_error: 25.6634 - output14_mean_squared_error: 18.2387 - output15_mean_squared_error: 28.2172 - output16_mean_squared_error: 20.7560 - output17_mean_squared_error: 22.0560 - output18_mean_squared_error: 14.1625 - output19_mean_squared_error: 10.9384 - output20_mean_squared_error: 12.5103 - output21_mean_squared_error: 29.7540 - output22_mean_squared_error: 22.3639 - output23_mean_squared_error: 15.4192 - output24_mean_squared_error: 21.5785 - output25_mean_squared_error: 27.8658 - output26_mean_squared_error: 14.5686 - output27_mean_squared_error: 28.7568 - output28_mean_squared_error: 21.2717 - output29_mean_squared_error: 27.9450 Epoch 1317/2000 121/121 [==============================] - 0s 493us/step - loss: 621.0884 - output00_loss: 12.4015 - output01_loss: 13.8100 - output02_loss: 21.9223 - output03_loss: 32.4245 - output04_loss: 26.7010 - output05_loss: 18.4779 - output06_loss: 20.5572 - output07_loss: 22.5855 - output08_loss: 14.2680 - output09_loss: 19.2512 - output10_loss: 19.1238 - output11_loss: 20.7702 - output12_loss: 16.7596 - output13_loss: 25.6608 - output14_loss: 18.2360 - output15_loss: 28.2142 - output16_loss: 20.7559 - output17_loss: 22.0540 - output18_loss: 14.1624 - output19_loss: 10.9362 - output20_loss: 12.5075 - output21_loss: 29.7527 - output22_loss: 22.3633 - output23_loss: 15.4191 - output24_loss: 21.5774 - output25_loss: 27.8654 - output26_loss: 14.5685 - output27_loss: 28.7554 - output28_loss: 21.2680 - output29_loss: 27.9392 - output00_mean_squared_error: 12.4015 - output01_mean_squared_error: 13.8100 - output02_mean_squared_error: 21.9223 - output03_mean_squared_error: 32.4245 - output04_mean_squared_error: 26.7010 - output05_mean_squared_error: 18.4779 - output06_mean_squared_error: 20.5572 - output07_mean_squared_error: 22.5855 - output08_mean_squared_error: 14.2680 - output09_mean_squared_error: 19.2512 - output10_mean_squared_error: 19.1238 - output11_mean_squared_error: 20.7702 - output12_mean_squared_error: 16.7596 - output13_mean_squared_error: 25.6608 - output14_mean_squared_error: 18.2360 - output15_mean_squared_error: 28.2142 - output16_mean_squared_error: 20.7559 - output17_mean_squared_error: 22.0540 - output18_mean_squared_error: 14.1624 - output19_mean_squared_error: 10.9362 - output20_mean_squared_error: 12.5075 - output21_mean_squared_error: 29.7527 - output22_mean_squared_error: 22.3633 - output23_mean_squared_error: 15.4191 - output24_mean_squared_error: 21.5774 - output25_mean_squared_error: 27.8654 - output26_mean_squared_error: 14.5685 - output27_mean_squared_error: 28.7554 - output28_mean_squared_error: 21.2680 - output29_mean_squared_error: 27.9392 Epoch 1318/2000 121/121 [==============================] - 0s 487us/step - loss: 621.0371 - output00_loss: 12.4014 - output01_loss: 13.8079 - output02_loss: 21.9199 - output03_loss: 32.4230 - output04_loss: 26.6967 - output05_loss: 18.4776 - output06_loss: 20.5529 - output07_loss: 22.5819 - output08_loss: 14.2671 - output09_loss: 19.2505 - output10_loss: 19.1236 - output11_loss: 20.7701 - output12_loss: 16.7587 - output13_loss: 25.6582 - output14_loss: 18.2334 - output15_loss: 28.2112 - output16_loss: 20.7558 - output17_loss: 22.0520 - output18_loss: 14.1622 - output19_loss: 10.9340 - output20_loss: 12.5047 - output21_loss: 29.7514 - output22_loss: 22.3628 - output23_loss: 15.4189 - output24_loss: 21.5763 - output25_loss: 27.8649 - output26_loss: 14.5683 - output27_loss: 28.7540 - output28_loss: 21.2643 - output29_loss: 27.9333 - output00_mean_squared_error: 12.4014 - output01_mean_squared_error: 13.8079 - output02_mean_squared_error: 21.9199 - output03_mean_squared_error: 32.4230 - output04_mean_squared_error: 26.6967 - output05_mean_squared_error: 18.4776 - output06_mean_squared_error: 20.5529 - output07_mean_squared_error: 22.5819 - output08_mean_squared_error: 14.2671 - output09_mean_squared_error: 19.2505 - output10_mean_squared_error: 19.1236 - output11_mean_squared_error: 20.7701 - output12_mean_squared_error: 16.7587 - output13_mean_squared_error: 25.6582 - output14_mean_squared_error: 18.2334 - output15_mean_squared_error: 28.2112 - output16_mean_squared_error: 20.7558 - output17_mean_squared_error: 22.0520 - output18_mean_squared_error: 14.1622 - output19_mean_squared_error: 10.9340 - output20_mean_squared_error: 12.5047 - output21_mean_squared_error: 29.7514 - output22_mean_squared_error: 22.3628 - output23_mean_squared_error: 15.4189 - output24_mean_squared_error: 21.5763 - output25_mean_squared_error: 27.8649 - output26_mean_squared_error: 14.5683 - output27_mean_squared_error: 28.7540 - output28_mean_squared_error: 21.2643 - output29_mean_squared_error: 27.9333 Epoch 1319/2000 121/121 [==============================] - 0s 884us/step - loss: 620.9860 - output00_loss: 12.4014 - output01_loss: 13.8058 - output02_loss: 21.9175 - output03_loss: 32.4216 - output04_loss: 26.6924 - output05_loss: 18.4773 - output06_loss: 20.5486 - output07_loss: 22.5783 - output08_loss: 14.2662 - output09_loss: 19.2499 - output10_loss: 19.1234 - output11_loss: 20.7700 - output12_loss: 16.7578 - output13_loss: 25.6556 - output14_loss: 18.2308 - output15_loss: 28.2082 - output16_loss: 20.7558 - output17_loss: 22.0500 - output18_loss: 14.1620 - output19_loss: 10.9318 - output20_loss: 12.5019 - output21_loss: 29.7502 - output22_loss: 22.3622 - output23_loss: 15.4187 - output24_loss: 21.5753 - output25_loss: 27.8645 - output26_loss: 14.5682 - output27_loss: 28.7527 - output28_loss: 21.2606 - output29_loss: 27.9274 - output00_mean_squared_error: 12.4014 - output01_mean_squared_error: 13.8058 - output02_mean_squared_error: 21.9175 - output03_mean_squared_error: 32.4216 - output04_mean_squared_error: 26.6924 - output05_mean_squared_error: 18.4773 - output06_mean_squared_error: 20.5486 - output07_mean_squared_error: 22.5783 - output08_mean_squared_error: 14.2662 - output09_mean_squared_error: 19.2499 - output10_mean_squared_error: 19.1234 - output11_mean_squared_error: 20.7700 - output12_mean_squared_error: 16.7578 - output13_mean_squared_error: 25.6556 - output14_mean_squared_error: 18.2308 - output15_mean_squared_error: 28.2082 - output16_mean_squared_error: 20.7558 - output17_mean_squared_error: 22.0500 - output18_mean_squared_error: 14.1620 - output19_mean_squared_error: 10.9318 - output20_mean_squared_error: 12.5019 - output21_mean_squared_error: 29.7502 - output22_mean_squared_error: 22.3622 - output23_mean_squared_error: 15.4187 - output24_mean_squared_error: 21.5753 - output25_mean_squared_error: 27.8645 - output26_mean_squared_error: 14.5682 - output27_mean_squared_error: 28.7527 - output28_mean_squared_error: 21.2606 - output29_mean_squared_error: 27.9274 Epoch 1320/2000 121/121 [==============================] - 0s 861us/step - loss: 620.9350 - output00_loss: 12.4013 - output01_loss: 13.8037 - output02_loss: 21.9151 - output03_loss: 32.4201 - output04_loss: 26.6881 - output05_loss: 18.4770 - output06_loss: 20.5444 - output07_loss: 22.5747 - output08_loss: 14.2653 - output09_loss: 19.2492 - output10_loss: 19.1231 - output11_loss: 20.7699 - output12_loss: 16.7569 - output13_loss: 25.6530 - output14_loss: 18.2282 - output15_loss: 28.2052 - output16_loss: 20.7557 - output17_loss: 22.0480 - output18_loss: 14.1619 - output19_loss: 10.9296 - output20_loss: 12.4992 - output21_loss: 29.7489 - output22_loss: 22.3617 - output23_loss: 15.4186 - output24_loss: 21.5742 - output25_loss: 27.8641 - output26_loss: 14.5680 - output27_loss: 28.7513 - output28_loss: 21.2569 - output29_loss: 27.9215 - output00_mean_squared_error: 12.4013 - output01_mean_squared_error: 13.8037 - output02_mean_squared_error: 21.9151 - output03_mean_squared_error: 32.4201 - output04_mean_squared_error: 26.6881 - output05_mean_squared_error: 18.4770 - output06_mean_squared_error: 20.5444 - output07_mean_squared_error: 22.5747 - output08_mean_squared_error: 14.2653 - output09_mean_squared_error: 19.2492 - output10_mean_squared_error: 19.1231 - output11_mean_squared_error: 20.7699 - output12_mean_squared_error: 16.7569 - output13_mean_squared_error: 25.6530 - output14_mean_squared_error: 18.2282 - output15_mean_squared_error: 28.2052 - output16_mean_squared_error: 20.7557 - output17_mean_squared_error: 22.0480 - output18_mean_squared_error: 14.1619 - output19_mean_squared_error: 10.9296 - output20_mean_squared_error: 12.4992 - output21_mean_squared_error: 29.7489 - output22_mean_squared_error: 22.3617 - output23_mean_squared_error: 15.4186 - output24_mean_squared_error: 21.5742 - output25_mean_squared_error: 27.8641 - output26_mean_squared_error: 14.5680 - output27_mean_squared_error: 28.7513 - output28_mean_squared_error: 21.2569 - output29_mean_squared_error: 27.9215 Epoch 1321/2000 121/121 [==============================] - 0s 922us/step - loss: 620.8840 - output00_loss: 12.4012 - output01_loss: 13.8016 - output02_loss: 21.9127 - output03_loss: 32.4187 - output04_loss: 26.6839 - output05_loss: 18.4767 - output06_loss: 20.5401 - output07_loss: 22.5711 - output08_loss: 14.2644 - output09_loss: 19.2485 - output10_loss: 19.1229 - output11_loss: 20.7698 - output12_loss: 16.7560 - output13_loss: 25.6505 - output14_loss: 18.2257 - output15_loss: 28.2023 - output16_loss: 20.7556 - output17_loss: 22.0461 - output18_loss: 14.1617 - output19_loss: 10.9275 - output20_loss: 12.4964 - output21_loss: 29.7476 - output22_loss: 22.3611 - output23_loss: 15.4184 - output24_loss: 21.5731 - output25_loss: 27.8637 - output26_loss: 14.5679 - output27_loss: 28.7500 - output28_loss: 21.2532 - output29_loss: 27.9157 - output00_mean_squared_error: 12.4012 - output01_mean_squared_error: 13.8016 - output02_mean_squared_error: 21.9127 - output03_mean_squared_error: 32.4187 - output04_mean_squared_error: 26.6839 - output05_mean_squared_error: 18.4767 - output06_mean_squared_error: 20.5401 - output07_mean_squared_error: 22.5711 - output08_mean_squared_error: 14.2644 - output09_mean_squared_error: 19.2485 - output10_mean_squared_error: 19.1229 - output11_mean_squared_error: 20.7698 - output12_mean_squared_error: 16.7560 - output13_mean_squared_error: 25.6505 - output14_mean_squared_error: 18.2257 - output15_mean_squared_error: 28.2023 - output16_mean_squared_error: 20.7556 - output17_mean_squared_error: 22.0461 - output18_mean_squared_error: 14.1617 - output19_mean_squared_error: 10.9275 - output20_mean_squared_error: 12.4964 - output21_mean_squared_error: 29.7476 - output22_mean_squared_error: 22.3611 - output23_mean_squared_error: 15.4184 - output24_mean_squared_error: 21.5731 - output25_mean_squared_error: 27.8637 - output26_mean_squared_error: 14.5679 - output27_mean_squared_error: 28.7500 - output28_mean_squared_error: 21.2532 - output29_mean_squared_error: 27.9157 Epoch 1322/2000 121/121 [==============================] - 0s 984us/step - loss: 620.8332 - output00_loss: 12.4011 - output01_loss: 13.7996 - output02_loss: 21.9103 - output03_loss: 32.4172 - output04_loss: 26.6796 - output05_loss: 18.4764 - output06_loss: 20.5359 - output07_loss: 22.5675 - output08_loss: 14.2635 - output09_loss: 19.2479 - output10_loss: 19.1227 - output11_loss: 20.7697 - output12_loss: 16.7552 - output13_loss: 25.6479 - output14_loss: 18.2231 - output15_loss: 28.1993 - output16_loss: 20.7555 - output17_loss: 22.0441 - output18_loss: 14.1615 - output19_loss: 10.9253 - output20_loss: 12.4936 - output21_loss: 29.7464 - output22_loss: 22.3606 - output23_loss: 15.4182 - output24_loss: 21.5721 - output25_loss: 27.8632 - output26_loss: 14.5677 - output27_loss: 28.7486 - output28_loss: 21.2496 - output29_loss: 27.9098 - output00_mean_squared_error: 12.4011 - output01_mean_squared_error: 13.7996 - output02_mean_squared_error: 21.9103 - output03_mean_squared_error: 32.4172 - output04_mean_squared_error: 26.6796 - output05_mean_squared_error: 18.4764 - output06_mean_squared_error: 20.5359 - output07_mean_squared_error: 22.5675 - output08_mean_squared_error: 14.2635 - output09_mean_squared_error: 19.2479 - output10_mean_squared_error: 19.1227 - output11_mean_squared_error: 20.7697 - output12_mean_squared_error: 16.7552 - output13_mean_squared_error: 25.6479 - output14_mean_squared_error: 18.2231 - output15_mean_squared_error: 28.1993 - output16_mean_squared_error: 20.7555 - output17_mean_squared_error: 22.0441 - output18_mean_squared_error: 14.1615 - output19_mean_squared_error: 10.9253 - output20_mean_squared_error: 12.4936 - output21_mean_squared_error: 29.7464 - output22_mean_squared_error: 22.3606 - output23_mean_squared_error: 15.4182 - output24_mean_squared_error: 21.5721 - output25_mean_squared_error: 27.8632 - output26_mean_squared_error: 14.5677 - output27_mean_squared_error: 28.7486 - output28_mean_squared_error: 21.2496 - output29_mean_squared_error: 27.9098 Epoch 1323/2000 121/121 [==============================] - 0s 1ms/step - loss: 620.7825 - output00_loss: 12.4010 - output01_loss: 13.7975 - output02_loss: 21.9080 - output03_loss: 32.4158 - output04_loss: 26.6753 - output05_loss: 18.4761 - output06_loss: 20.5316 - output07_loss: 22.5639 - output08_loss: 14.2626 - output09_loss: 19.2472 - output10_loss: 19.1225 - output11_loss: 20.7697 - output12_loss: 16.7543 - output13_loss: 25.6453 - output14_loss: 18.2205 - output15_loss: 28.1964 - output16_loss: 20.7554 - output17_loss: 22.0422 - output18_loss: 14.1614 - output19_loss: 10.9231 - output20_loss: 12.4909 - output21_loss: 29.7451 - output22_loss: 22.3601 - output23_loss: 15.4181 - output24_loss: 21.5710 - output25_loss: 27.8628 - output26_loss: 14.5676 - output27_loss: 28.7473 - output28_loss: 21.2459 - output29_loss: 27.9040 - output00_mean_squared_error: 12.4010 - output01_mean_squared_error: 13.7975 - output02_mean_squared_error: 21.9080 - output03_mean_squared_error: 32.4158 - output04_mean_squared_error: 26.6753 - output05_mean_squared_error: 18.4761 - output06_mean_squared_error: 20.5316 - output07_mean_squared_error: 22.5639 - output08_mean_squared_error: 14.2626 - output09_mean_squared_error: 19.2472 - output10_mean_squared_error: 19.1225 - output11_mean_squared_error: 20.7697 - output12_mean_squared_error: 16.7543 - output13_mean_squared_error: 25.6453 - output14_mean_squared_error: 18.2205 - output15_mean_squared_error: 28.1964 - output16_mean_squared_error: 20.7554 - output17_mean_squared_error: 22.0422 - output18_mean_squared_error: 14.1614 - output19_mean_squared_error: 10.9231 - output20_mean_squared_error: 12.4909 - output21_mean_squared_error: 29.7451 - output22_mean_squared_error: 22.3601 - output23_mean_squared_error: 15.4181 - output24_mean_squared_error: 21.5710 - output25_mean_squared_error: 27.8628 - output26_mean_squared_error: 14.5676 - output27_mean_squared_error: 28.7473 - output28_mean_squared_error: 21.2459 - output29_mean_squared_error: 27.9040 Epoch 1324/2000 121/121 [==============================] - 0s 903us/step - loss: 620.7318 - output00_loss: 12.4010 - output01_loss: 13.7954 - output02_loss: 21.9056 - output03_loss: 32.4143 - output04_loss: 26.6711 - output05_loss: 18.4758 - output06_loss: 20.5274 - output07_loss: 22.5603 - output08_loss: 14.2617 - output09_loss: 19.2466 - output10_loss: 19.1222 - output11_loss: 20.7696 - output12_loss: 16.7534 - output13_loss: 25.6428 - output14_loss: 18.2179 - output15_loss: 28.1934 - output16_loss: 20.7554 - output17_loss: 22.0402 - output18_loss: 14.1612 - output19_loss: 10.9210 - output20_loss: 12.4881 - output21_loss: 29.7439 - output22_loss: 22.3595 - output23_loss: 15.4179 - output24_loss: 21.5700 - output25_loss: 27.8624 - output26_loss: 14.5675 - output27_loss: 28.7460 - output28_loss: 21.2422 - output29_loss: 27.8982 - output00_mean_squared_error: 12.4010 - output01_mean_squared_error: 13.7954 - output02_mean_squared_error: 21.9056 - output03_mean_squared_error: 32.4143 - output04_mean_squared_error: 26.6711 - output05_mean_squared_error: 18.4758 - output06_mean_squared_error: 20.5274 - output07_mean_squared_error: 22.5603 - output08_mean_squared_error: 14.2617 - output09_mean_squared_error: 19.2466 - output10_mean_squared_error: 19.1222 - output11_mean_squared_error: 20.7696 - output12_mean_squared_error: 16.7534 - output13_mean_squared_error: 25.6428 - output14_mean_squared_error: 18.2179 - output15_mean_squared_error: 28.1934 - output16_mean_squared_error: 20.7554 - output17_mean_squared_error: 22.0402 - output18_mean_squared_error: 14.1612 - output19_mean_squared_error: 10.9210 - output20_mean_squared_error: 12.4881 - output21_mean_squared_error: 29.7439 - output22_mean_squared_error: 22.3595 - output23_mean_squared_error: 15.4179 - output24_mean_squared_error: 21.5700 - output25_mean_squared_error: 27.8624 - output26_mean_squared_error: 14.5675 - output27_mean_squared_error: 28.7460 - output28_mean_squared_error: 21.2422 - output29_mean_squared_error: 27.8982 Epoch 1325/2000 121/121 [==============================] - 0s 1ms/step - loss: 620.6813 - output00_loss: 12.4009 - output01_loss: 13.7934 - output02_loss: 21.9032 - output03_loss: 32.4129 - output04_loss: 26.6669 - output05_loss: 18.4755 - output06_loss: 20.5232 - output07_loss: 22.5567 - output08_loss: 14.2608 - output09_loss: 19.2459 - output10_loss: 19.1220 - output11_loss: 20.7695 - output12_loss: 16.7526 - output13_loss: 25.6402 - output14_loss: 18.2153 - output15_loss: 28.1905 - output16_loss: 20.7553 - output17_loss: 22.0382 - output18_loss: 14.1610 - output19_loss: 10.9188 - output20_loss: 12.4853 - output21_loss: 29.7426 - output22_loss: 22.3590 - output23_loss: 15.4178 - output24_loss: 21.5689 - output25_loss: 27.8620 - output26_loss: 14.5673 - output27_loss: 28.7446 - output28_loss: 21.2386 - output29_loss: 27.8924 - output00_mean_squared_error: 12.4009 - output01_mean_squared_error: 13.7934 - output02_mean_squared_error: 21.9032 - output03_mean_squared_error: 32.4129 - output04_mean_squared_error: 26.6669 - output05_mean_squared_error: 18.4755 - output06_mean_squared_error: 20.5232 - output07_mean_squared_error: 22.5567 - output08_mean_squared_error: 14.2608 - output09_mean_squared_error: 19.2459 - output10_mean_squared_error: 19.1220 - output11_mean_squared_error: 20.7695 - output12_mean_squared_error: 16.7526 - output13_mean_squared_error: 25.6402 - output14_mean_squared_error: 18.2153 - output15_mean_squared_error: 28.1905 - output16_mean_squared_error: 20.7553 - output17_mean_squared_error: 22.0382 - output18_mean_squared_error: 14.1610 - output19_mean_squared_error: 10.9188 - output20_mean_squared_error: 12.4853 - output21_mean_squared_error: 29.7426 - output22_mean_squared_error: 22.3590 - output23_mean_squared_error: 15.4178 - output24_mean_squared_error: 21.5689 - output25_mean_squared_error: 27.8620 - output26_mean_squared_error: 14.5673 - output27_mean_squared_error: 28.7446 - output28_mean_squared_error: 21.2386 - output29_mean_squared_error: 27.8924 Epoch 1326/2000 121/121 [==============================] - 0s 509us/step - loss: 620.6309 - output00_loss: 12.4008 - output01_loss: 13.7913 - output02_loss: 21.9009 - output03_loss: 32.4115 - output04_loss: 26.6626 - output05_loss: 18.4752 - output06_loss: 20.5190 - output07_loss: 22.5532 - output08_loss: 14.2599 - output09_loss: 19.2453 - output10_loss: 19.1218 - output11_loss: 20.7694 - output12_loss: 16.7517 - output13_loss: 25.6377 - output14_loss: 18.2128 - output15_loss: 28.1875 - output16_loss: 20.7552 - output17_loss: 22.0363 - output18_loss: 14.1609 - output19_loss: 10.9166 - output20_loss: 12.4826 - output21_loss: 29.7413 - output22_loss: 22.3584 - output23_loss: 15.4176 - output24_loss: 21.5679 - output25_loss: 27.8616 - output26_loss: 14.5672 - output27_loss: 28.7433 - output28_loss: 21.2349 - output29_loss: 27.8865 - output00_mean_squared_error: 12.4008 - output01_mean_squared_error: 13.7913 - output02_mean_squared_error: 21.9009 - output03_mean_squared_error: 32.4115 - output04_mean_squared_error: 26.6626 - output05_mean_squared_error: 18.4752 - output06_mean_squared_error: 20.5190 - output07_mean_squared_error: 22.5532 - output08_mean_squared_error: 14.2599 - output09_mean_squared_error: 19.2453 - output10_mean_squared_error: 19.1218 - output11_mean_squared_error: 20.7694 - output12_mean_squared_error: 16.7517 - output13_mean_squared_error: 25.6377 - output14_mean_squared_error: 18.2128 - output15_mean_squared_error: 28.1875 - output16_mean_squared_error: 20.7552 - output17_mean_squared_error: 22.0363 - output18_mean_squared_error: 14.1609 - output19_mean_squared_error: 10.9166 - output20_mean_squared_error: 12.4826 - output21_mean_squared_error: 29.7413 - output22_mean_squared_error: 22.3584 - output23_mean_squared_error: 15.4176 - output24_mean_squared_error: 21.5679 - output25_mean_squared_error: 27.8616 - output26_mean_squared_error: 14.5672 - output27_mean_squared_error: 28.7433 - output28_mean_squared_error: 21.2349 - output29_mean_squared_error: 27.8865 Epoch 1327/2000 121/121 [==============================] - 0s 644us/step - loss: 620.5804 - output00_loss: 12.4007 - output01_loss: 13.7892 - output02_loss: 21.8985 - output03_loss: 32.4101 - output04_loss: 26.6584 - output05_loss: 18.4749 - output06_loss: 20.5148 - output07_loss: 22.5496 - output08_loss: 14.2590 - output09_loss: 19.2446 - output10_loss: 19.1216 - output11_loss: 20.7693 - output12_loss: 16.7508 - output13_loss: 25.6351 - output14_loss: 18.2102 - output15_loss: 28.1846 - output16_loss: 20.7551 - output17_loss: 22.0343 - output18_loss: 14.1607 - output19_loss: 10.9145 - output20_loss: 12.4799 - output21_loss: 29.7401 - output22_loss: 22.3579 - output23_loss: 15.4175 - output24_loss: 21.5669 - output25_loss: 27.8611 - output26_loss: 14.5670 - output27_loss: 28.7420 - output28_loss: 21.2313 - output29_loss: 27.8807 - output00_mean_squared_error: 12.4007 - output01_mean_squared_error: 13.7892 - output02_mean_squared_error: 21.8985 - output03_mean_squared_error: 32.4101 - output04_mean_squared_error: 26.6584 - output05_mean_squared_error: 18.4749 - output06_mean_squared_error: 20.5148 - output07_mean_squared_error: 22.5496 - output08_mean_squared_error: 14.2590 - output09_mean_squared_error: 19.2446 - output10_mean_squared_error: 19.1216 - output11_mean_squared_error: 20.7693 - output12_mean_squared_error: 16.7508 - output13_mean_squared_error: 25.6351 - output14_mean_squared_error: 18.2102 - output15_mean_squared_error: 28.1846 - output16_mean_squared_error: 20.7551 - output17_mean_squared_error: 22.0343 - output18_mean_squared_error: 14.1607 - output19_mean_squared_error: 10.9145 - output20_mean_squared_error: 12.4799 - output21_mean_squared_error: 29.7401 - output22_mean_squared_error: 22.3579 - output23_mean_squared_error: 15.4175 - output24_mean_squared_error: 21.5669 - output25_mean_squared_error: 27.8611 - output26_mean_squared_error: 14.5670 - output27_mean_squared_error: 28.7420 - output28_mean_squared_error: 21.2313 - output29_mean_squared_error: 27.8807 Epoch 1328/2000 121/121 [==============================] - 0s 633us/step - loss: 620.5303 - output00_loss: 12.4006 - output01_loss: 13.7872 - output02_loss: 21.8961 - output03_loss: 32.4086 - output04_loss: 26.6542 - output05_loss: 18.4746 - output06_loss: 20.5106 - output07_loss: 22.5460 - output08_loss: 14.2581 - output09_loss: 19.2440 - output10_loss: 19.1214 - output11_loss: 20.7692 - output12_loss: 16.7500 - output13_loss: 25.6326 - output14_loss: 18.2077 - output15_loss: 28.1816 - output16_loss: 20.7551 - output17_loss: 22.0324 - output18_loss: 14.1606 - output19_loss: 10.9123 - output20_loss: 12.4771 - output21_loss: 29.7389 - output22_loss: 22.3574 - output23_loss: 15.4173 - output24_loss: 21.5658 - output25_loss: 27.8607 - output26_loss: 14.5669 - output27_loss: 28.7407 - output28_loss: 21.2276 - output29_loss: 27.8750 - output00_mean_squared_error: 12.4006 - output01_mean_squared_error: 13.7872 - output02_mean_squared_error: 21.8961 - output03_mean_squared_error: 32.4086 - output04_mean_squared_error: 26.6542 - output05_mean_squared_error: 18.4746 - output06_mean_squared_error: 20.5106 - output07_mean_squared_error: 22.5460 - output08_mean_squared_error: 14.2581 - output09_mean_squared_error: 19.2440 - output10_mean_squared_error: 19.1214 - output11_mean_squared_error: 20.7692 - output12_mean_squared_error: 16.7500 - output13_mean_squared_error: 25.6326 - output14_mean_squared_error: 18.2077 - output15_mean_squared_error: 28.1816 - output16_mean_squared_error: 20.7551 - output17_mean_squared_error: 22.0324 - output18_mean_squared_error: 14.1606 - output19_mean_squared_error: 10.9123 - output20_mean_squared_error: 12.4771 - output21_mean_squared_error: 29.7389 - output22_mean_squared_error: 22.3574 - output23_mean_squared_error: 15.4173 - output24_mean_squared_error: 21.5658 - output25_mean_squared_error: 27.8607 - output26_mean_squared_error: 14.5669 - output27_mean_squared_error: 28.7407 - output28_mean_squared_error: 21.2276 - output29_mean_squared_error: 27.8750 Epoch 1329/2000 121/121 [==============================] - 0s 932us/step - loss: 620.4800 - output00_loss: 12.4006 - output01_loss: 13.7851 - output02_loss: 21.8938 - output03_loss: 32.4072 - output04_loss: 26.6500 - output05_loss: 18.4743 - output06_loss: 20.5064 - output07_loss: 22.5425 - output08_loss: 14.2572 - output09_loss: 19.2433 - output10_loss: 19.1211 - output11_loss: 20.7691 - output12_loss: 16.7491 - output13_loss: 25.6301 - output14_loss: 18.2051 - output15_loss: 28.1787 - output16_loss: 20.7550 - output17_loss: 22.0305 - output18_loss: 14.1604 - output19_loss: 10.9101 - output20_loss: 12.4744 - output21_loss: 29.7376 - output22_loss: 22.3568 - output23_loss: 15.4171 - output24_loss: 21.5648 - output25_loss: 27.8603 - output26_loss: 14.5668 - output27_loss: 28.7393 - output28_loss: 21.2240 - output29_loss: 27.8692 - output00_mean_squared_error: 12.4006 - output01_mean_squared_error: 13.7851 - output02_mean_squared_error: 21.8938 - output03_mean_squared_error: 32.4072 - output04_mean_squared_error: 26.6500 - output05_mean_squared_error: 18.4743 - output06_mean_squared_error: 20.5064 - output07_mean_squared_error: 22.5425 - output08_mean_squared_error: 14.2572 - output09_mean_squared_error: 19.2433 - output10_mean_squared_error: 19.1211 - output11_mean_squared_error: 20.7691 - output12_mean_squared_error: 16.7491 - output13_mean_squared_error: 25.6301 - output14_mean_squared_error: 18.2051 - output15_mean_squared_error: 28.1787 - output16_mean_squared_error: 20.7550 - output17_mean_squared_error: 22.0305 - output18_mean_squared_error: 14.1604 - output19_mean_squared_error: 10.9101 - output20_mean_squared_error: 12.4744 - output21_mean_squared_error: 29.7376 - output22_mean_squared_error: 22.3568 - output23_mean_squared_error: 15.4171 - output24_mean_squared_error: 21.5648 - output25_mean_squared_error: 27.8603 - output26_mean_squared_error: 14.5668 - output27_mean_squared_error: 28.7393 - output28_mean_squared_error: 21.2240 - output29_mean_squared_error: 27.8692 Epoch 1330/2000 121/121 [==============================] - 0s 551us/step - loss: 620.4302 - output00_loss: 12.4005 - output01_loss: 13.7831 - output02_loss: 21.8914 - output03_loss: 32.4058 - output04_loss: 26.6458 - output05_loss: 18.4740 - output06_loss: 20.5022 - output07_loss: 22.5389 - output08_loss: 14.2563 - output09_loss: 19.2427 - output10_loss: 19.1209 - output11_loss: 20.7690 - output12_loss: 16.7483 - output13_loss: 25.6275 - output14_loss: 18.2026 - output15_loss: 28.1758 - output16_loss: 20.7549 - output17_loss: 22.0285 - output18_loss: 14.1602 - output19_loss: 10.9080 - output20_loss: 12.4717 - output21_loss: 29.7364 - output22_loss: 22.3563 - output23_loss: 15.4170 - output24_loss: 21.5638 - output25_loss: 27.8599 - output26_loss: 14.5666 - output27_loss: 28.7380 - output28_loss: 21.2204 - output29_loss: 27.8634 - output00_mean_squared_error: 12.4005 - output01_mean_squared_error: 13.7831 - output02_mean_squared_error: 21.8914 - output03_mean_squared_error: 32.4058 - output04_mean_squared_error: 26.6458 - output05_mean_squared_error: 18.4740 - output06_mean_squared_error: 20.5022 - output07_mean_squared_error: 22.5389 - output08_mean_squared_error: 14.2563 - output09_mean_squared_error: 19.2427 - output10_mean_squared_error: 19.1209 - output11_mean_squared_error: 20.7690 - output12_mean_squared_error: 16.7483 - output13_mean_squared_error: 25.6275 - output14_mean_squared_error: 18.2026 - output15_mean_squared_error: 28.1758 - output16_mean_squared_error: 20.7549 - output17_mean_squared_error: 22.0285 - output18_mean_squared_error: 14.1602 - output19_mean_squared_error: 10.9080 - output20_mean_squared_error: 12.4717 - output21_mean_squared_error: 29.7364 - output22_mean_squared_error: 22.3563 - output23_mean_squared_error: 15.4170 - output24_mean_squared_error: 21.5638 - output25_mean_squared_error: 27.8599 - output26_mean_squared_error: 14.5666 - output27_mean_squared_error: 28.7380 - output28_mean_squared_error: 21.2204 - output29_mean_squared_error: 27.8634 Epoch 1331/2000 121/121 [==============================] - 0s 934us/step - loss: 620.3801 - output00_loss: 12.4004 - output01_loss: 13.7811 - output02_loss: 21.8891 - output03_loss: 32.4044 - output04_loss: 26.6416 - output05_loss: 18.4737 - output06_loss: 20.4980 - output07_loss: 22.5354 - output08_loss: 14.2555 - output09_loss: 19.2420 - output10_loss: 19.1207 - output11_loss: 20.7690 - output12_loss: 16.7474 - output13_loss: 25.6250 - output14_loss: 18.2000 - output15_loss: 28.1729 - output16_loss: 20.7548 - output17_loss: 22.0266 - output18_loss: 14.1601 - output19_loss: 10.9058 - output20_loss: 12.4689 - output21_loss: 29.7351 - output22_loss: 22.3558 - output23_loss: 15.4168 - output24_loss: 21.5627 - output25_loss: 27.8595 - output26_loss: 14.5665 - output27_loss: 28.7367 - output28_loss: 21.2168 - output29_loss: 27.8576 - output00_mean_squared_error: 12.4004 - output01_mean_squared_error: 13.7811 - output02_mean_squared_error: 21.8891 - output03_mean_squared_error: 32.4044 - output04_mean_squared_error: 26.6416 - output05_mean_squared_error: 18.4737 - output06_mean_squared_error: 20.4980 - output07_mean_squared_error: 22.5354 - output08_mean_squared_error: 14.2555 - output09_mean_squared_error: 19.2420 - output10_mean_squared_error: 19.1207 - output11_mean_squared_error: 20.7690 - output12_mean_squared_error: 16.7474 - output13_mean_squared_error: 25.6250 - output14_mean_squared_error: 18.2000 - output15_mean_squared_error: 28.1729 - output16_mean_squared_error: 20.7548 - output17_mean_squared_error: 22.0266 - output18_mean_squared_error: 14.1601 - output19_mean_squared_error: 10.9058 - output20_mean_squared_error: 12.4689 - output21_mean_squared_error: 29.7351 - output22_mean_squared_error: 22.3558 - output23_mean_squared_error: 15.4168 - output24_mean_squared_error: 21.5627 - output25_mean_squared_error: 27.8595 - output26_mean_squared_error: 14.5665 - output27_mean_squared_error: 28.7367 - output28_mean_squared_error: 21.2168 - output29_mean_squared_error: 27.8576 Epoch 1332/2000 121/121 [==============================] - 0s 847us/step - loss: 620.3303 - output00_loss: 12.4003 - output01_loss: 13.7790 - output02_loss: 21.8868 - output03_loss: 32.4030 - output04_loss: 26.6374 - output05_loss: 18.4734 - output06_loss: 20.4939 - output07_loss: 22.5319 - output08_loss: 14.2546 - output09_loss: 19.2414 - output10_loss: 19.1205 - output11_loss: 20.7689 - output12_loss: 16.7466 - output13_loss: 25.6225 - output14_loss: 18.1975 - output15_loss: 28.1699 - output16_loss: 20.7548 - output17_loss: 22.0247 - output18_loss: 14.1599 - output19_loss: 10.9037 - output20_loss: 12.4662 - output21_loss: 29.7339 - output22_loss: 22.3552 - output23_loss: 15.4167 - output24_loss: 21.5617 - output25_loss: 27.8591 - output26_loss: 14.5664 - output27_loss: 28.7354 - output28_loss: 21.2131 - output29_loss: 27.8519 - output00_mean_squared_error: 12.4003 - output01_mean_squared_error: 13.7790 - output02_mean_squared_error: 21.8868 - output03_mean_squared_error: 32.4030 - output04_mean_squared_error: 26.6374 - output05_mean_squared_error: 18.4734 - output06_mean_squared_error: 20.4939 - output07_mean_squared_error: 22.5319 - output08_mean_squared_error: 14.2546 - output09_mean_squared_error: 19.2414 - output10_mean_squared_error: 19.1205 - output11_mean_squared_error: 20.7689 - output12_mean_squared_error: 16.7466 - output13_mean_squared_error: 25.6225 - output14_mean_squared_error: 18.1975 - output15_mean_squared_error: 28.1699 - output16_mean_squared_error: 20.7548 - output17_mean_squared_error: 22.0247 - output18_mean_squared_error: 14.1599 - output19_mean_squared_error: 10.9037 - output20_mean_squared_error: 12.4662 - output21_mean_squared_error: 29.7339 - output22_mean_squared_error: 22.3552 - output23_mean_squared_error: 15.4167 - output24_mean_squared_error: 21.5617 - output25_mean_squared_error: 27.8591 - output26_mean_squared_error: 14.5664 - output27_mean_squared_error: 28.7354 - output28_mean_squared_error: 21.2131 - output29_mean_squared_error: 27.8519 Epoch 1333/2000 121/121 [==============================] - 0s 759us/step - loss: 620.2806 - output00_loss: 12.4003 - output01_loss: 13.7770 - output02_loss: 21.8844 - output03_loss: 32.4017 - output04_loss: 26.6332 - output05_loss: 18.4731 - output06_loss: 20.4897 - output07_loss: 22.5284 - output08_loss: 14.2537 - output09_loss: 19.2408 - output10_loss: 19.1203 - output11_loss: 20.7688 - output12_loss: 16.7458 - output13_loss: 25.6200 - output14_loss: 18.1950 - output15_loss: 28.1670 - output16_loss: 20.7547 - output17_loss: 22.0228 - output18_loss: 14.1598 - output19_loss: 10.9015 - output20_loss: 12.4635 - output21_loss: 29.7327 - output22_loss: 22.3547 - output23_loss: 15.4165 - output24_loss: 21.5607 - output25_loss: 27.8587 - output26_loss: 14.5662 - output27_loss: 28.7341 - output28_loss: 21.2095 - output29_loss: 27.8461 - output00_mean_squared_error: 12.4003 - output01_mean_squared_error: 13.7770 - output02_mean_squared_error: 21.8844 - output03_mean_squared_error: 32.4017 - output04_mean_squared_error: 26.6332 - output05_mean_squared_error: 18.4731 - output06_mean_squared_error: 20.4897 - output07_mean_squared_error: 22.5284 - output08_mean_squared_error: 14.2537 - output09_mean_squared_error: 19.2408 - output10_mean_squared_error: 19.1203 - output11_mean_squared_error: 20.7688 - output12_mean_squared_error: 16.7458 - output13_mean_squared_error: 25.6200 - output14_mean_squared_error: 18.1950 - output15_mean_squared_error: 28.1670 - output16_mean_squared_error: 20.7547 - output17_mean_squared_error: 22.0228 - output18_mean_squared_error: 14.1598 - output19_mean_squared_error: 10.9015 - output20_mean_squared_error: 12.4635 - output21_mean_squared_error: 29.7327 - output22_mean_squared_error: 22.3547 - output23_mean_squared_error: 15.4165 - output24_mean_squared_error: 21.5607 - output25_mean_squared_error: 27.8587 - output26_mean_squared_error: 14.5662 - output27_mean_squared_error: 28.7341 - output28_mean_squared_error: 21.2095 - output29_mean_squared_error: 27.8461 Epoch 1334/2000 121/121 [==============================] - 0s 517us/step - loss: 620.2309 - output00_loss: 12.4002 - output01_loss: 13.7749 - output02_loss: 21.8821 - output03_loss: 32.4003 - output04_loss: 26.6290 - output05_loss: 18.4729 - output06_loss: 20.4855 - output07_loss: 22.5248 - output08_loss: 14.2528 - output09_loss: 19.2401 - output10_loss: 19.1200 - output11_loss: 20.7687 - output12_loss: 16.7449 - output13_loss: 25.6175 - output14_loss: 18.1924 - output15_loss: 28.1641 - output16_loss: 20.7546 - output17_loss: 22.0209 - output18_loss: 14.1596 - output19_loss: 10.8994 - output20_loss: 12.4608 - output21_loss: 29.7315 - output22_loss: 22.3542 - output23_loss: 15.4164 - output24_loss: 21.5597 - output25_loss: 27.8583 - output26_loss: 14.5661 - output27_loss: 28.7328 - output28_loss: 21.2059 - output29_loss: 27.8404 - output00_mean_squared_error: 12.4002 - output01_mean_squared_error: 13.7749 - output02_mean_squared_error: 21.8821 - output03_mean_squared_error: 32.4003 - output04_mean_squared_error: 26.6290 - output05_mean_squared_error: 18.4729 - output06_mean_squared_error: 20.4855 - output07_mean_squared_error: 22.5248 - output08_mean_squared_error: 14.2528 - output09_mean_squared_error: 19.2401 - output10_mean_squared_error: 19.1200 - output11_mean_squared_error: 20.7687 - output12_mean_squared_error: 16.7449 - output13_mean_squared_error: 25.6175 - output14_mean_squared_error: 18.1924 - output15_mean_squared_error: 28.1641 - output16_mean_squared_error: 20.7546 - output17_mean_squared_error: 22.0209 - output18_mean_squared_error: 14.1596 - output19_mean_squared_error: 10.8994 - output20_mean_squared_error: 12.4608 - output21_mean_squared_error: 29.7315 - output22_mean_squared_error: 22.3542 - output23_mean_squared_error: 15.4164 - output24_mean_squared_error: 21.5597 - output25_mean_squared_error: 27.8583 - output26_mean_squared_error: 14.5661 - output27_mean_squared_error: 28.7328 - output28_mean_squared_error: 21.2059 - output29_mean_squared_error: 27.8404 Epoch 1335/2000 121/121 [==============================] - 0s 1ms/step - loss: 620.1814 - output00_loss: 12.4001 - output01_loss: 13.7729 - output02_loss: 21.8798 - output03_loss: 32.3989 - output04_loss: 26.6249 - output05_loss: 18.4726 - output06_loss: 20.4814 - output07_loss: 22.5213 - output08_loss: 14.2520 - output09_loss: 19.2395 - output10_loss: 19.1198 - output11_loss: 20.7686 - output12_loss: 16.7441 - output13_loss: 25.6150 - output14_loss: 18.1899 - output15_loss: 28.1612 - output16_loss: 20.7545 - output17_loss: 22.0189 - output18_loss: 14.1595 - output19_loss: 10.8973 - output20_loss: 12.4581 - output21_loss: 29.7302 - output22_loss: 22.3537 - output23_loss: 15.4162 - output24_loss: 21.5587 - output25_loss: 27.8579 - output26_loss: 14.5660 - output27_loss: 28.7315 - output28_loss: 21.2023 - output29_loss: 27.8346 - output00_mean_squared_error: 12.4001 - output01_mean_squared_error: 13.7729 - output02_mean_squared_error: 21.8798 - output03_mean_squared_error: 32.3989 - output04_mean_squared_error: 26.6249 - output05_mean_squared_error: 18.4726 - output06_mean_squared_error: 20.4814 - output07_mean_squared_error: 22.5213 - output08_mean_squared_error: 14.2520 - output09_mean_squared_error: 19.2395 - output10_mean_squared_error: 19.1198 - output11_mean_squared_error: 20.7686 - output12_mean_squared_error: 16.7441 - output13_mean_squared_error: 25.6150 - output14_mean_squared_error: 18.1899 - output15_mean_squared_error: 28.1612 - output16_mean_squared_error: 20.7545 - output17_mean_squared_error: 22.0189 - output18_mean_squared_error: 14.1595 - output19_mean_squared_error: 10.8973 - output20_mean_squared_error: 12.4581 - output21_mean_squared_error: 29.7302 - output22_mean_squared_error: 22.3537 - output23_mean_squared_error: 15.4162 - output24_mean_squared_error: 21.5587 - output25_mean_squared_error: 27.8579 - output26_mean_squared_error: 14.5660 - output27_mean_squared_error: 28.7315 - output28_mean_squared_error: 21.2023 - output29_mean_squared_error: 27.8346 Epoch 1336/2000 121/121 [==============================] - 0s 1ms/step - loss: 620.1319 - output00_loss: 12.4000 - output01_loss: 13.7709 - output02_loss: 21.8775 - output03_loss: 32.3975 - output04_loss: 26.6207 - output05_loss: 18.4723 - output06_loss: 20.4773 - output07_loss: 22.5178 - output08_loss: 14.2511 - output09_loss: 19.2389 - output10_loss: 19.1196 - output11_loss: 20.7685 - output12_loss: 16.7433 - output13_loss: 25.6125 - output14_loss: 18.1874 - output15_loss: 28.1583 - output16_loss: 20.7545 - output17_loss: 22.0170 - output18_loss: 14.1593 - output19_loss: 10.8951 - output20_loss: 12.4554 - output21_loss: 29.7290 - output22_loss: 22.3532 - output23_loss: 15.4161 - output24_loss: 21.5576 - output25_loss: 27.8575 - output26_loss: 14.5658 - output27_loss: 28.7302 - output28_loss: 21.1987 - output29_loss: 27.8289 - output00_mean_squared_error: 12.4000 - output01_mean_squared_error: 13.7709 - output02_mean_squared_error: 21.8775 - output03_mean_squared_error: 32.3975 - output04_mean_squared_error: 26.6207 - output05_mean_squared_error: 18.4723 - output06_mean_squared_error: 20.4773 - output07_mean_squared_error: 22.5178 - output08_mean_squared_error: 14.2511 - output09_mean_squared_error: 19.2389 - output10_mean_squared_error: 19.1196 - output11_mean_squared_error: 20.7685 - output12_mean_squared_error: 16.7433 - output13_mean_squared_error: 25.6125 - output14_mean_squared_error: 18.1874 - output15_mean_squared_error: 28.1583 - output16_mean_squared_error: 20.7545 - output17_mean_squared_error: 22.0170 - output18_mean_squared_error: 14.1593 - output19_mean_squared_error: 10.8951 - output20_mean_squared_error: 12.4554 - output21_mean_squared_error: 29.7290 - output22_mean_squared_error: 22.3532 - output23_mean_squared_error: 15.4161 - output24_mean_squared_error: 21.5576 - output25_mean_squared_error: 27.8575 - output26_mean_squared_error: 14.5658 - output27_mean_squared_error: 28.7302 - output28_mean_squared_error: 21.1987 - output29_mean_squared_error: 27.8289 Epoch 1337/2000 121/121 [==============================] - 0s 982us/step - loss: 620.0826 - output00_loss: 12.4000 - output01_loss: 13.7689 - output02_loss: 21.8752 - output03_loss: 32.3961 - output04_loss: 26.6166 - output05_loss: 18.4720 - output06_loss: 20.4731 - output07_loss: 22.5143 - output08_loss: 14.2502 - output09_loss: 19.2383 - output10_loss: 19.1194 - output11_loss: 20.7685 - output12_loss: 16.7424 - output13_loss: 25.6100 - output14_loss: 18.1849 - output15_loss: 28.1554 - output16_loss: 20.7544 - output17_loss: 22.0151 - output18_loss: 14.1592 - output19_loss: 10.8930 - output20_loss: 12.4527 - output21_loss: 29.7278 - output22_loss: 22.3526 - output23_loss: 15.4159 - output24_loss: 21.5566 - output25_loss: 27.8570 - output26_loss: 14.5657 - output27_loss: 28.7289 - output28_loss: 21.1951 - output29_loss: 27.8232 - output00_mean_squared_error: 12.4000 - output01_mean_squared_error: 13.7689 - output02_mean_squared_error: 21.8752 - output03_mean_squared_error: 32.3961 - output04_mean_squared_error: 26.6166 - output05_mean_squared_error: 18.4720 - output06_mean_squared_error: 20.4731 - output07_mean_squared_error: 22.5143 - output08_mean_squared_error: 14.2502 - output09_mean_squared_error: 19.2383 - output10_mean_squared_error: 19.1194 - output11_mean_squared_error: 20.7685 - output12_mean_squared_error: 16.7424 - output13_mean_squared_error: 25.6100 - output14_mean_squared_error: 18.1849 - output15_mean_squared_error: 28.1554 - output16_mean_squared_error: 20.7544 - output17_mean_squared_error: 22.0151 - output18_mean_squared_error: 14.1592 - output19_mean_squared_error: 10.8930 - output20_mean_squared_error: 12.4527 - output21_mean_squared_error: 29.7278 - output22_mean_squared_error: 22.3526 - output23_mean_squared_error: 15.4159 - output24_mean_squared_error: 21.5566 - output25_mean_squared_error: 27.8570 - output26_mean_squared_error: 14.5657 - output27_mean_squared_error: 28.7289 - output28_mean_squared_error: 21.1951 - output29_mean_squared_error: 27.8232 Epoch 1338/2000 121/121 [==============================] - 0s 495us/step - loss: 620.0334 - output00_loss: 12.3999 - output01_loss: 13.7668 - output02_loss: 21.8728 - output03_loss: 32.3948 - output04_loss: 26.6124 - output05_loss: 18.4717 - output06_loss: 20.4690 - output07_loss: 22.5108 - output08_loss: 14.2494 - output09_loss: 19.2376 - output10_loss: 19.1192 - output11_loss: 20.7684 - output12_loss: 16.7416 - output13_loss: 25.6075 - output14_loss: 18.1824 - output15_loss: 28.1525 - output16_loss: 20.7543 - output17_loss: 22.0132 - output18_loss: 14.1590 - output19_loss: 10.8908 - output20_loss: 12.4501 - output21_loss: 29.7266 - output22_loss: 22.3521 - output23_loss: 15.4158 - output24_loss: 21.5556 - output25_loss: 27.8566 - output26_loss: 14.5656 - output27_loss: 28.7276 - output28_loss: 21.1916 - output29_loss: 27.8174 - output00_mean_squared_error: 12.3999 - output01_mean_squared_error: 13.7668 - output02_mean_squared_error: 21.8728 - output03_mean_squared_error: 32.3948 - output04_mean_squared_error: 26.6124 - output05_mean_squared_error: 18.4717 - output06_mean_squared_error: 20.4690 - output07_mean_squared_error: 22.5108 - output08_mean_squared_error: 14.2494 - output09_mean_squared_error: 19.2376 - output10_mean_squared_error: 19.1192 - output11_mean_squared_error: 20.7684 - output12_mean_squared_error: 16.7416 - output13_mean_squared_error: 25.6075 - output14_mean_squared_error: 18.1824 - output15_mean_squared_error: 28.1525 - output16_mean_squared_error: 20.7543 - output17_mean_squared_error: 22.0132 - output18_mean_squared_error: 14.1590 - output19_mean_squared_error: 10.8908 - output20_mean_squared_error: 12.4501 - output21_mean_squared_error: 29.7266 - output22_mean_squared_error: 22.3521 - output23_mean_squared_error: 15.4158 - output24_mean_squared_error: 21.5556 - output25_mean_squared_error: 27.8566 - output26_mean_squared_error: 14.5656 - output27_mean_squared_error: 28.7276 - output28_mean_squared_error: 21.1916 - output29_mean_squared_error: 27.8174 Epoch 1339/2000 121/121 [==============================] - 0s 834us/step - loss: 619.9843 - output00_loss: 12.3998 - output01_loss: 13.7648 - output02_loss: 21.8705 - output03_loss: 32.3934 - output04_loss: 26.6083 - output05_loss: 18.4714 - output06_loss: 20.4649 - output07_loss: 22.5074 - output08_loss: 14.2485 - output09_loss: 19.2370 - output10_loss: 19.1190 - output11_loss: 20.7683 - output12_loss: 16.7408 - output13_loss: 25.6050 - output14_loss: 18.1799 - output15_loss: 28.1496 - output16_loss: 20.7542 - output17_loss: 22.0113 - output18_loss: 14.1588 - output19_loss: 10.8887 - output20_loss: 12.4474 - output21_loss: 29.7254 - output22_loss: 22.3516 - output23_loss: 15.4156 - output24_loss: 21.5546 - output25_loss: 27.8562 - output26_loss: 14.5654 - output27_loss: 28.7264 - output28_loss: 21.1880 - output29_loss: 27.8117 - output00_mean_squared_error: 12.3998 - output01_mean_squared_error: 13.7648 - output02_mean_squared_error: 21.8705 - output03_mean_squared_error: 32.3934 - output04_mean_squared_error: 26.6083 - output05_mean_squared_error: 18.4714 - output06_mean_squared_error: 20.4649 - output07_mean_squared_error: 22.5074 - output08_mean_squared_error: 14.2485 - output09_mean_squared_error: 19.2370 - output10_mean_squared_error: 19.1190 - output11_mean_squared_error: 20.7683 - output12_mean_squared_error: 16.7408 - output13_mean_squared_error: 25.6050 - output14_mean_squared_error: 18.1799 - output15_mean_squared_error: 28.1496 - output16_mean_squared_error: 20.7542 - output17_mean_squared_error: 22.0113 - output18_mean_squared_error: 14.1588 - output19_mean_squared_error: 10.8887 - output20_mean_squared_error: 12.4474 - output21_mean_squared_error: 29.7254 - output22_mean_squared_error: 22.3516 - output23_mean_squared_error: 15.4156 - output24_mean_squared_error: 21.5546 - output25_mean_squared_error: 27.8562 - output26_mean_squared_error: 14.5654 - output27_mean_squared_error: 28.7264 - output28_mean_squared_error: 21.1880 - output29_mean_squared_error: 27.8117 Epoch 1340/2000 121/121 [==============================] - 0s 1ms/step - loss: 619.9352 - output00_loss: 12.3998 - output01_loss: 13.7628 - output02_loss: 21.8682 - output03_loss: 32.3921 - output04_loss: 26.6041 - output05_loss: 18.4712 - output06_loss: 20.4608 - output07_loss: 22.5039 - output08_loss: 14.2477 - output09_loss: 19.2364 - output10_loss: 19.1188 - output11_loss: 20.7682 - output12_loss: 16.7400 - output13_loss: 25.6025 - output14_loss: 18.1774 - output15_loss: 28.1468 - output16_loss: 20.7542 - output17_loss: 22.0094 - output18_loss: 14.1587 - output19_loss: 10.8866 - output20_loss: 12.4447 - output21_loss: 29.7242 - output22_loss: 22.3511 - output23_loss: 15.4155 - output24_loss: 21.5536 - output25_loss: 27.8559 - output26_loss: 14.5653 - output27_loss: 28.7251 - output28_loss: 21.1844 - output29_loss: 27.8060 - output00_mean_squared_error: 12.3998 - output01_mean_squared_error: 13.7628 - output02_mean_squared_error: 21.8682 - output03_mean_squared_error: 32.3921 - output04_mean_squared_error: 26.6041 - output05_mean_squared_error: 18.4712 - output06_mean_squared_error: 20.4608 - output07_mean_squared_error: 22.5039 - output08_mean_squared_error: 14.2477 - output09_mean_squared_error: 19.2364 - output10_mean_squared_error: 19.1188 - output11_mean_squared_error: 20.7682 - output12_mean_squared_error: 16.7400 - output13_mean_squared_error: 25.6025 - output14_mean_squared_error: 18.1774 - output15_mean_squared_error: 28.1468 - output16_mean_squared_error: 20.7542 - output17_mean_squared_error: 22.0094 - output18_mean_squared_error: 14.1587 - output19_mean_squared_error: 10.8866 - output20_mean_squared_error: 12.4447 - output21_mean_squared_error: 29.7242 - output22_mean_squared_error: 22.3511 - output23_mean_squared_error: 15.4155 - output24_mean_squared_error: 21.5536 - output25_mean_squared_error: 27.8559 - output26_mean_squared_error: 14.5653 - output27_mean_squared_error: 28.7251 - output28_mean_squared_error: 21.1844 - output29_mean_squared_error: 27.8060 Epoch 1341/2000 121/121 [==============================] - 0s 891us/step - loss: 619.8862 - output00_loss: 12.3997 - output01_loss: 13.7608 - output02_loss: 21.8659 - output03_loss: 32.3907 - output04_loss: 26.6000 - output05_loss: 18.4709 - output06_loss: 20.4567 - output07_loss: 22.5004 - output08_loss: 14.2468 - output09_loss: 19.2358 - output10_loss: 19.1186 - output11_loss: 20.7681 - output12_loss: 16.7391 - output13_loss: 25.6001 - output14_loss: 18.1749 - output15_loss: 28.1439 - output16_loss: 20.7541 - output17_loss: 22.0076 - output18_loss: 14.1585 - output19_loss: 10.8844 - output20_loss: 12.4421 - output21_loss: 29.7230 - output22_loss: 22.3506 - output23_loss: 15.4153 - output24_loss: 21.5526 - output25_loss: 27.8555 - output26_loss: 14.5652 - output27_loss: 28.7238 - output28_loss: 21.1809 - output29_loss: 27.8004 - output00_mean_squared_error: 12.3997 - output01_mean_squared_error: 13.7608 - output02_mean_squared_error: 21.8659 - output03_mean_squared_error: 32.3907 - output04_mean_squared_error: 26.6000 - output05_mean_squared_error: 18.4709 - output06_mean_squared_error: 20.4567 - output07_mean_squared_error: 22.5004 - output08_mean_squared_error: 14.2468 - output09_mean_squared_error: 19.2358 - output10_mean_squared_error: 19.1186 - output11_mean_squared_error: 20.7681 - output12_mean_squared_error: 16.7391 - output13_mean_squared_error: 25.6001 - output14_mean_squared_error: 18.1749 - output15_mean_squared_error: 28.1439 - output16_mean_squared_error: 20.7541 - output17_mean_squared_error: 22.0076 - output18_mean_squared_error: 14.1585 - output19_mean_squared_error: 10.8844 - output20_mean_squared_error: 12.4421 - output21_mean_squared_error: 29.7230 - output22_mean_squared_error: 22.3506 - output23_mean_squared_error: 15.4153 - output24_mean_squared_error: 21.5526 - output25_mean_squared_error: 27.8555 - output26_mean_squared_error: 14.5652 - output27_mean_squared_error: 28.7238 - output28_mean_squared_error: 21.1809 - output29_mean_squared_error: 27.8004 Epoch 1342/2000 121/121 [==============================] - 0s 881us/step - loss: 619.8374 - output00_loss: 12.3996 - output01_loss: 13.7588 - output02_loss: 21.8637 - output03_loss: 32.3894 - output04_loss: 26.5959 - output05_loss: 18.4706 - output06_loss: 20.4526 - output07_loss: 22.4969 - output08_loss: 14.2459 - output09_loss: 19.2352 - output10_loss: 19.1183 - output11_loss: 20.7681 - output12_loss: 16.7383 - output13_loss: 25.5976 - output14_loss: 18.1724 - output15_loss: 28.1410 - output16_loss: 20.7540 - output17_loss: 22.0057 - output18_loss: 14.1584 - output19_loss: 10.8823 - output20_loss: 12.4394 - output21_loss: 29.7218 - output22_loss: 22.3501 - output23_loss: 15.4152 - output24_loss: 21.5516 - output25_loss: 27.8551 - output26_loss: 14.5650 - output27_loss: 28.7225 - output28_loss: 21.1773 - output29_loss: 27.7947 - output00_mean_squared_error: 12.3996 - output01_mean_squared_error: 13.7588 - output02_mean_squared_error: 21.8637 - output03_mean_squared_error: 32.3894 - output04_mean_squared_error: 26.5959 - output05_mean_squared_error: 18.4706 - output06_mean_squared_error: 20.4526 - output07_mean_squared_error: 22.4969 - output08_mean_squared_error: 14.2459 - output09_mean_squared_error: 19.2352 - output10_mean_squared_error: 19.1183 - output11_mean_squared_error: 20.7681 - output12_mean_squared_error: 16.7383 - output13_mean_squared_error: 25.5976 - output14_mean_squared_error: 18.1724 - output15_mean_squared_error: 28.1410 - output16_mean_squared_error: 20.7540 - output17_mean_squared_error: 22.0057 - output18_mean_squared_error: 14.1584 - output19_mean_squared_error: 10.8823 - output20_mean_squared_error: 12.4394 - output21_mean_squared_error: 29.7218 - output22_mean_squared_error: 22.3501 - output23_mean_squared_error: 15.4152 - output24_mean_squared_error: 21.5516 - output25_mean_squared_error: 27.8551 - output26_mean_squared_error: 14.5650 - output27_mean_squared_error: 28.7225 - output28_mean_squared_error: 21.1773 - output29_mean_squared_error: 27.7947 Epoch 1343/2000 121/121 [==============================] - 0s 466us/step - loss: 619.7886 - output00_loss: 12.3995 - output01_loss: 13.7568 - output02_loss: 21.8614 - output03_loss: 32.3880 - output04_loss: 26.5918 - output05_loss: 18.4703 - output06_loss: 20.4485 - output07_loss: 22.4935 - output08_loss: 14.2451 - output09_loss: 19.2345 - output10_loss: 19.1181 - output11_loss: 20.7680 - output12_loss: 16.7375 - output13_loss: 25.5951 - output14_loss: 18.1699 - output15_loss: 28.1381 - output16_loss: 20.7540 - output17_loss: 22.0038 - output18_loss: 14.1583 - output19_loss: 10.8802 - output20_loss: 12.4367 - output21_loss: 29.7206 - output22_loss: 22.3496 - output23_loss: 15.4150 - output24_loss: 21.5506 - output25_loss: 27.8547 - output26_loss: 14.5649 - output27_loss: 28.7213 - output28_loss: 21.1737 - output29_loss: 27.7890 - output00_mean_squared_error: 12.3995 - output01_mean_squared_error: 13.7568 - output02_mean_squared_error: 21.8614 - output03_mean_squared_error: 32.3880 - output04_mean_squared_error: 26.5918 - output05_mean_squared_error: 18.4703 - output06_mean_squared_error: 20.4485 - output07_mean_squared_error: 22.4935 - output08_mean_squared_error: 14.2451 - output09_mean_squared_error: 19.2345 - output10_mean_squared_error: 19.1181 - output11_mean_squared_error: 20.7680 - output12_mean_squared_error: 16.7375 - output13_mean_squared_error: 25.5951 - output14_mean_squared_error: 18.1699 - output15_mean_squared_error: 28.1381 - output16_mean_squared_error: 20.7540 - output17_mean_squared_error: 22.0038 - output18_mean_squared_error: 14.1583 - output19_mean_squared_error: 10.8802 - output20_mean_squared_error: 12.4367 - output21_mean_squared_error: 29.7206 - output22_mean_squared_error: 22.3496 - output23_mean_squared_error: 15.4150 - output24_mean_squared_error: 21.5506 - output25_mean_squared_error: 27.8547 - output26_mean_squared_error: 14.5649 - output27_mean_squared_error: 28.7213 - output28_mean_squared_error: 21.1737 - output29_mean_squared_error: 27.7890 Epoch 1344/2000 121/121 [==============================] - 0s 645us/step - loss: 619.7400 - output00_loss: 12.3995 - output01_loss: 13.7548 - output02_loss: 21.8591 - output03_loss: 32.3867 - output04_loss: 26.5877 - output05_loss: 18.4700 - output06_loss: 20.4444 - output07_loss: 22.4900 - output08_loss: 14.2443 - output09_loss: 19.2339 - output10_loss: 19.1179 - output11_loss: 20.7679 - output12_loss: 16.7367 - output13_loss: 25.5927 - output14_loss: 18.1674 - output15_loss: 28.1353 - output16_loss: 20.7539 - output17_loss: 22.0019 - output18_loss: 14.1581 - output19_loss: 10.8781 - output20_loss: 12.4341 - output21_loss: 29.7194 - output22_loss: 22.3491 - output23_loss: 15.4149 - output24_loss: 21.5497 - output25_loss: 27.8543 - output26_loss: 14.5648 - output27_loss: 28.7200 - output28_loss: 21.1702 - output29_loss: 27.7833 - output00_mean_squared_error: 12.3995 - output01_mean_squared_error: 13.7548 - output02_mean_squared_error: 21.8591 - output03_mean_squared_error: 32.3867 - output04_mean_squared_error: 26.5877 - output05_mean_squared_error: 18.4700 - output06_mean_squared_error: 20.4444 - output07_mean_squared_error: 22.4900 - output08_mean_squared_error: 14.2443 - output09_mean_squared_error: 19.2339 - output10_mean_squared_error: 19.1179 - output11_mean_squared_error: 20.7679 - output12_mean_squared_error: 16.7367 - output13_mean_squared_error: 25.5927 - output14_mean_squared_error: 18.1674 - output15_mean_squared_error: 28.1353 - output16_mean_squared_error: 20.7539 - output17_mean_squared_error: 22.0019 - output18_mean_squared_error: 14.1581 - output19_mean_squared_error: 10.8781 - output20_mean_squared_error: 12.4341 - output21_mean_squared_error: 29.7194 - output22_mean_squared_error: 22.3491 - output23_mean_squared_error: 15.4149 - output24_mean_squared_error: 21.5497 - output25_mean_squared_error: 27.8543 - output26_mean_squared_error: 14.5648 - output27_mean_squared_error: 28.7200 - output28_mean_squared_error: 21.1702 - output29_mean_squared_error: 27.7833 Epoch 1345/2000 121/121 [==============================] - 0s 706us/step - loss: 619.6915 - output00_loss: 12.3994 - output01_loss: 13.7528 - output02_loss: 21.8568 - output03_loss: 32.3853 - output04_loss: 26.5836 - output05_loss: 18.4698 - output06_loss: 20.4403 - output07_loss: 22.4866 - output08_loss: 14.2434 - output09_loss: 19.2333 - output10_loss: 19.1177 - output11_loss: 20.7678 - output12_loss: 16.7359 - output13_loss: 25.5902 - output14_loss: 18.1650 - output15_loss: 28.1324 - output16_loss: 20.7538 - output17_loss: 22.0001 - output18_loss: 14.1580 - output19_loss: 10.8760 - output20_loss: 12.4315 - output21_loss: 29.7182 - output22_loss: 22.3486 - output23_loss: 15.4148 - output24_loss: 21.5487 - output25_loss: 27.8539 - output26_loss: 14.5647 - output27_loss: 28.7187 - output28_loss: 21.1667 - output29_loss: 27.7777 - output00_mean_squared_error: 12.3994 - output01_mean_squared_error: 13.7528 - output02_mean_squared_error: 21.8568 - output03_mean_squared_error: 32.3853 - output04_mean_squared_error: 26.5836 - output05_mean_squared_error: 18.4698 - output06_mean_squared_error: 20.4403 - output07_mean_squared_error: 22.4866 - output08_mean_squared_error: 14.2434 - output09_mean_squared_error: 19.2333 - output10_mean_squared_error: 19.1177 - output11_mean_squared_error: 20.7678 - output12_mean_squared_error: 16.7359 - output13_mean_squared_error: 25.5902 - output14_mean_squared_error: 18.1650 - output15_mean_squared_error: 28.1324 - output16_mean_squared_error: 20.7538 - output17_mean_squared_error: 22.0001 - output18_mean_squared_error: 14.1580 - output19_mean_squared_error: 10.8760 - output20_mean_squared_error: 12.4315 - output21_mean_squared_error: 29.7182 - output22_mean_squared_error: 22.3486 - output23_mean_squared_error: 15.4148 - output24_mean_squared_error: 21.5487 - output25_mean_squared_error: 27.8539 - output26_mean_squared_error: 14.5647 - output27_mean_squared_error: 28.7187 - output28_mean_squared_error: 21.1667 - output29_mean_squared_error: 27.7777 Epoch 1346/2000 121/121 [==============================] - 0s 472us/step - loss: 619.6429 - output00_loss: 12.3993 - output01_loss: 13.7508 - output02_loss: 21.8545 - output03_loss: 32.3840 - output04_loss: 26.5795 - output05_loss: 18.4695 - output06_loss: 20.4363 - output07_loss: 22.4831 - output08_loss: 14.2426 - output09_loss: 19.2327 - output10_loss: 19.1175 - output11_loss: 20.7678 - output12_loss: 16.7351 - output13_loss: 25.5878 - output14_loss: 18.1625 - output15_loss: 28.1295 - output16_loss: 20.7537 - output17_loss: 21.9982 - output18_loss: 14.1578 - output19_loss: 10.8738 - output20_loss: 12.4288 - output21_loss: 29.7170 - output22_loss: 22.3481 - output23_loss: 15.4146 - output24_loss: 21.5477 - output25_loss: 27.8535 - output26_loss: 14.5645 - output27_loss: 28.7175 - output28_loss: 21.1631 - output29_loss: 27.7720 - output00_mean_squared_error: 12.3993 - output01_mean_squared_error: 13.7508 - output02_mean_squared_error: 21.8545 - output03_mean_squared_error: 32.3840 - output04_mean_squared_error: 26.5795 - output05_mean_squared_error: 18.4695 - output06_mean_squared_error: 20.4363 - output07_mean_squared_error: 22.4831 - output08_mean_squared_error: 14.2426 - output09_mean_squared_error: 19.2327 - output10_mean_squared_error: 19.1175 - output11_mean_squared_error: 20.7678 - output12_mean_squared_error: 16.7351 - output13_mean_squared_error: 25.5878 - output14_mean_squared_error: 18.1625 - output15_mean_squared_error: 28.1295 - output16_mean_squared_error: 20.7537 - output17_mean_squared_error: 21.9982 - output18_mean_squared_error: 14.1578 - output19_mean_squared_error: 10.8738 - output20_mean_squared_error: 12.4288 - output21_mean_squared_error: 29.7170 - output22_mean_squared_error: 22.3481 - output23_mean_squared_error: 15.4146 - output24_mean_squared_error: 21.5477 - output25_mean_squared_error: 27.8535 - output26_mean_squared_error: 14.5645 - output27_mean_squared_error: 28.7175 - output28_mean_squared_error: 21.1631 - output29_mean_squared_error: 27.7720 Epoch 1347/2000 121/121 [==============================] - 0s 966us/step - loss: 619.5945 - output00_loss: 12.3993 - output01_loss: 13.7488 - output02_loss: 21.8523 - output03_loss: 32.3827 - output04_loss: 26.5754 - output05_loss: 18.4692 - output06_loss: 20.4322 - output07_loss: 22.4797 - output08_loss: 14.2417 - output09_loss: 19.2321 - output10_loss: 19.1173 - output11_loss: 20.7677 - output12_loss: 16.7343 - output13_loss: 25.5853 - output14_loss: 18.1600 - output15_loss: 28.1267 - output16_loss: 20.7537 - output17_loss: 21.9963 - output18_loss: 14.1577 - output19_loss: 10.8717 - output20_loss: 12.4262 - output21_loss: 29.7159 - output22_loss: 22.3476 - output23_loss: 15.4145 - output24_loss: 21.5467 - output25_loss: 27.8531 - output26_loss: 14.5644 - output27_loss: 28.7162 - output28_loss: 21.1596 - output29_loss: 27.7664 - output00_mean_squared_error: 12.3993 - output01_mean_squared_error: 13.7488 - output02_mean_squared_error: 21.8523 - output03_mean_squared_error: 32.3827 - output04_mean_squared_error: 26.5754 - output05_mean_squared_error: 18.4692 - output06_mean_squared_error: 20.4322 - output07_mean_squared_error: 22.4797 - output08_mean_squared_error: 14.2417 - output09_mean_squared_error: 19.2321 - output10_mean_squared_error: 19.1173 - output11_mean_squared_error: 20.7677 - output12_mean_squared_error: 16.7343 - output13_mean_squared_error: 25.5853 - output14_mean_squared_error: 18.1600 - output15_mean_squared_error: 28.1267 - output16_mean_squared_error: 20.7537 - output17_mean_squared_error: 21.9963 - output18_mean_squared_error: 14.1577 - output19_mean_squared_error: 10.8717 - output20_mean_squared_error: 12.4262 - output21_mean_squared_error: 29.7159 - output22_mean_squared_error: 22.3476 - output23_mean_squared_error: 15.4145 - output24_mean_squared_error: 21.5467 - output25_mean_squared_error: 27.8531 - output26_mean_squared_error: 14.5644 - output27_mean_squared_error: 28.7162 - output28_mean_squared_error: 21.1596 - output29_mean_squared_error: 27.7664 Epoch 1348/2000 121/121 [==============================] - 0s 989us/step - loss: 619.5463 - output00_loss: 12.3992 - output01_loss: 13.7468 - output02_loss: 21.8500 - output03_loss: 32.3814 - output04_loss: 26.5713 - output05_loss: 18.4689 - output06_loss: 20.4281 - output07_loss: 22.4763 - output08_loss: 14.2409 - output09_loss: 19.2315 - output10_loss: 19.1171 - output11_loss: 20.7676 - output12_loss: 16.7335 - output13_loss: 25.5829 - output14_loss: 18.1576 - output15_loss: 28.1238 - output16_loss: 20.7536 - output17_loss: 21.9945 - output18_loss: 14.1575 - output19_loss: 10.8696 - output20_loss: 12.4236 - output21_loss: 29.7147 - output22_loss: 22.3471 - output23_loss: 15.4143 - output24_loss: 21.5457 - output25_loss: 27.8527 - output26_loss: 14.5643 - output27_loss: 28.7150 - output28_loss: 21.1561 - output29_loss: 27.7608 - output00_mean_squared_error: 12.3992 - output01_mean_squared_error: 13.7468 - output02_mean_squared_error: 21.8500 - output03_mean_squared_error: 32.3814 - output04_mean_squared_error: 26.5713 - output05_mean_squared_error: 18.4689 - output06_mean_squared_error: 20.4281 - output07_mean_squared_error: 22.4763 - output08_mean_squared_error: 14.2409 - output09_mean_squared_error: 19.2315 - output10_mean_squared_error: 19.1171 - output11_mean_squared_error: 20.7676 - output12_mean_squared_error: 16.7335 - output13_mean_squared_error: 25.5829 - output14_mean_squared_error: 18.1576 - output15_mean_squared_error: 28.1238 - output16_mean_squared_error: 20.7536 - output17_mean_squared_error: 21.9945 - output18_mean_squared_error: 14.1575 - output19_mean_squared_error: 10.8696 - output20_mean_squared_error: 12.4236 - output21_mean_squared_error: 29.7147 - output22_mean_squared_error: 22.3471 - output23_mean_squared_error: 15.4143 - output24_mean_squared_error: 21.5457 - output25_mean_squared_error: 27.8527 - output26_mean_squared_error: 14.5643 - output27_mean_squared_error: 28.7150 - output28_mean_squared_error: 21.1561 - output29_mean_squared_error: 27.7608 Epoch 1349/2000 121/121 [==============================] - 0s 704us/step - loss: 619.4981 - output00_loss: 12.3991 - output01_loss: 13.7449 - output02_loss: 21.8477 - output03_loss: 32.3800 - output04_loss: 26.5672 - output05_loss: 18.4687 - output06_loss: 20.4241 - output07_loss: 22.4729 - output08_loss: 14.2401 - output09_loss: 19.2309 - output10_loss: 19.1169 - output11_loss: 20.7675 - output12_loss: 16.7327 - output13_loss: 25.5804 - output14_loss: 18.1551 - output15_loss: 28.1210 - output16_loss: 20.7535 - output17_loss: 21.9926 - output18_loss: 14.1574 - output19_loss: 10.8675 - output20_loss: 12.4209 - output21_loss: 29.7135 - output22_loss: 22.3466 - output23_loss: 15.4142 - output24_loss: 21.5447 - output25_loss: 27.8523 - output26_loss: 14.5642 - output27_loss: 28.7137 - output28_loss: 21.1525 - output29_loss: 27.7551 - output00_mean_squared_error: 12.3991 - output01_mean_squared_error: 13.7449 - output02_mean_squared_error: 21.8477 - output03_mean_squared_error: 32.3800 - output04_mean_squared_error: 26.5672 - output05_mean_squared_error: 18.4687 - output06_mean_squared_error: 20.4241 - output07_mean_squared_error: 22.4729 - output08_mean_squared_error: 14.2401 - output09_mean_squared_error: 19.2309 - output10_mean_squared_error: 19.1169 - output11_mean_squared_error: 20.7675 - output12_mean_squared_error: 16.7327 - output13_mean_squared_error: 25.5804 - output14_mean_squared_error: 18.1551 - output15_mean_squared_error: 28.1210 - output16_mean_squared_error: 20.7535 - output17_mean_squared_error: 21.9926 - output18_mean_squared_error: 14.1574 - output19_mean_squared_error: 10.8675 - output20_mean_squared_error: 12.4209 - output21_mean_squared_error: 29.7135 - output22_mean_squared_error: 22.3466 - output23_mean_squared_error: 15.4142 - output24_mean_squared_error: 21.5447 - output25_mean_squared_error: 27.8523 - output26_mean_squared_error: 14.5642 - output27_mean_squared_error: 28.7137 - output28_mean_squared_error: 21.1525 - output29_mean_squared_error: 27.7551 Epoch 1350/2000 121/121 [==============================] - 0s 1ms/step - loss: 619.4500 - output00_loss: 12.3991 - output01_loss: 13.7429 - output02_loss: 21.8455 - output03_loss: 32.3787 - output04_loss: 26.5632 - output05_loss: 18.4684 - output06_loss: 20.4200 - output07_loss: 22.4695 - output08_loss: 14.2392 - output09_loss: 19.2303 - output10_loss: 19.1167 - output11_loss: 20.7675 - output12_loss: 16.7319 - output13_loss: 25.5780 - output14_loss: 18.1527 - output15_loss: 28.1182 - output16_loss: 20.7535 - output17_loss: 21.9908 - output18_loss: 14.1572 - output19_loss: 10.8654 - output20_loss: 12.4183 - output21_loss: 29.7123 - output22_loss: 22.3461 - output23_loss: 15.4140 - output24_loss: 21.5438 - output25_loss: 27.8520 - output26_loss: 14.5640 - output27_loss: 28.7125 - output28_loss: 21.1490 - output29_loss: 27.7495 - output00_mean_squared_error: 12.3991 - output01_mean_squared_error: 13.7429 - output02_mean_squared_error: 21.8455 - output03_mean_squared_error: 32.3787 - output04_mean_squared_error: 26.5632 - output05_mean_squared_error: 18.4684 - output06_mean_squared_error: 20.4200 - output07_mean_squared_error: 22.4695 - output08_mean_squared_error: 14.2392 - output09_mean_squared_error: 19.2303 - output10_mean_squared_error: 19.1167 - output11_mean_squared_error: 20.7675 - output12_mean_squared_error: 16.7319 - output13_mean_squared_error: 25.5780 - output14_mean_squared_error: 18.1527 - output15_mean_squared_error: 28.1182 - output16_mean_squared_error: 20.7535 - output17_mean_squared_error: 21.9908 - output18_mean_squared_error: 14.1572 - output19_mean_squared_error: 10.8654 - output20_mean_squared_error: 12.4183 - output21_mean_squared_error: 29.7123 - output22_mean_squared_error: 22.3461 - output23_mean_squared_error: 15.4140 - output24_mean_squared_error: 21.5438 - output25_mean_squared_error: 27.8520 - output26_mean_squared_error: 14.5640 - output27_mean_squared_error: 28.7125 - output28_mean_squared_error: 21.1490 - output29_mean_squared_error: 27.7495 Epoch 1351/2000 121/121 [==============================] - 0s 646us/step - loss: 619.4020 - output00_loss: 12.3990 - output01_loss: 13.7409 - output02_loss: 21.8432 - output03_loss: 32.3774 - output04_loss: 26.5591 - output05_loss: 18.4681 - output06_loss: 20.4160 - output07_loss: 22.4661 - output08_loss: 14.2384 - output09_loss: 19.2297 - output10_loss: 19.1165 - output11_loss: 20.7674 - output12_loss: 16.7311 - output13_loss: 25.5756 - output14_loss: 18.1502 - output15_loss: 28.1153 - output16_loss: 20.7534 - output17_loss: 21.9889 - output18_loss: 14.1571 - output19_loss: 10.8633 - output20_loss: 12.4157 - output21_loss: 29.7112 - output22_loss: 22.3456 - output23_loss: 15.4139 - output24_loss: 21.5428 - output25_loss: 27.8516 - output26_loss: 14.5639 - output27_loss: 28.7112 - output28_loss: 21.1455 - output29_loss: 27.7439 - output00_mean_squared_error: 12.3990 - output01_mean_squared_error: 13.7409 - output02_mean_squared_error: 21.8432 - output03_mean_squared_error: 32.3774 - output04_mean_squared_error: 26.5591 - output05_mean_squared_error: 18.4681 - output06_mean_squared_error: 20.4160 - output07_mean_squared_error: 22.4661 - output08_mean_squared_error: 14.2384 - output09_mean_squared_error: 19.2297 - output10_mean_squared_error: 19.1165 - output11_mean_squared_error: 20.7674 - output12_mean_squared_error: 16.7311 - output13_mean_squared_error: 25.5756 - output14_mean_squared_error: 18.1502 - output15_mean_squared_error: 28.1153 - output16_mean_squared_error: 20.7534 - output17_mean_squared_error: 21.9889 - output18_mean_squared_error: 14.1571 - output19_mean_squared_error: 10.8633 - output20_mean_squared_error: 12.4157 - output21_mean_squared_error: 29.7112 - output22_mean_squared_error: 22.3456 - output23_mean_squared_error: 15.4139 - output24_mean_squared_error: 21.5428 - output25_mean_squared_error: 27.8516 - output26_mean_squared_error: 14.5639 - output27_mean_squared_error: 28.7112 - output28_mean_squared_error: 21.1455 - output29_mean_squared_error: 27.7439 Epoch 1352/2000 121/121 [==============================] - 0s 712us/step - loss: 619.3541 - output00_loss: 12.3989 - output01_loss: 13.7389 - output02_loss: 21.8410 - output03_loss: 32.3761 - output04_loss: 26.5551 - output05_loss: 18.4678 - output06_loss: 20.4120 - output07_loss: 22.4627 - output08_loss: 14.2376 - output09_loss: 19.2291 - output10_loss: 19.1163 - output11_loss: 20.7673 - output12_loss: 16.7303 - output13_loss: 25.5732 - output14_loss: 18.1478 - output15_loss: 28.1125 - output16_loss: 20.7533 - output17_loss: 21.9871 - output18_loss: 14.1570 - output19_loss: 10.8612 - output20_loss: 12.4131 - output21_loss: 29.7100 - output22_loss: 22.3451 - output23_loss: 15.4138 - output24_loss: 21.5418 - output25_loss: 27.8512 - output26_loss: 14.5638 - output27_loss: 28.7100 - output28_loss: 21.1420 - output29_loss: 27.7383 - output00_mean_squared_error: 12.3989 - output01_mean_squared_error: 13.7389 - output02_mean_squared_error: 21.8410 - output03_mean_squared_error: 32.3761 - output04_mean_squared_error: 26.5551 - output05_mean_squared_error: 18.4678 - output06_mean_squared_error: 20.4120 - output07_mean_squared_error: 22.4627 - output08_mean_squared_error: 14.2376 - output09_mean_squared_error: 19.2291 - output10_mean_squared_error: 19.1163 - output11_mean_squared_error: 20.7673 - output12_mean_squared_error: 16.7303 - output13_mean_squared_error: 25.5732 - output14_mean_squared_error: 18.1478 - output15_mean_squared_error: 28.1125 - output16_mean_squared_error: 20.7533 - output17_mean_squared_error: 21.9871 - output18_mean_squared_error: 14.1570 - output19_mean_squared_error: 10.8612 - output20_mean_squared_error: 12.4131 - output21_mean_squared_error: 29.7100 - output22_mean_squared_error: 22.3451 - output23_mean_squared_error: 15.4138 - output24_mean_squared_error: 21.5418 - output25_mean_squared_error: 27.8512 - output26_mean_squared_error: 14.5638 - output27_mean_squared_error: 28.7100 - output28_mean_squared_error: 21.1420 - output29_mean_squared_error: 27.7383 Epoch 1353/2000 121/121 [==============================] - 0s 1ms/step - loss: 619.3065 - output00_loss: 12.3989 - output01_loss: 13.7370 - output02_loss: 21.8387 - output03_loss: 32.3748 - output04_loss: 26.5510 - output05_loss: 18.4676 - output06_loss: 20.4080 - output07_loss: 22.4593 - output08_loss: 14.2367 - output09_loss: 19.2285 - output10_loss: 19.1161 - output11_loss: 20.7672 - output12_loss: 16.7296 - output13_loss: 25.5707 - output14_loss: 18.1454 - output15_loss: 28.1097 - output16_loss: 20.7533 - output17_loss: 21.9852 - output18_loss: 14.1568 - output19_loss: 10.8591 - output20_loss: 12.4105 - output21_loss: 29.7088 - output22_loss: 22.3446 - output23_loss: 15.4136 - output24_loss: 21.5409 - output25_loss: 27.8508 - output26_loss: 14.5637 - output27_loss: 28.7088 - output28_loss: 21.1385 - output29_loss: 27.7327 - output00_mean_squared_error: 12.3989 - output01_mean_squared_error: 13.7370 - output02_mean_squared_error: 21.8387 - output03_mean_squared_error: 32.3748 - output04_mean_squared_error: 26.5510 - output05_mean_squared_error: 18.4676 - output06_mean_squared_error: 20.4080 - output07_mean_squared_error: 22.4593 - output08_mean_squared_error: 14.2367 - output09_mean_squared_error: 19.2285 - output10_mean_squared_error: 19.1161 - output11_mean_squared_error: 20.7672 - output12_mean_squared_error: 16.7296 - output13_mean_squared_error: 25.5707 - output14_mean_squared_error: 18.1454 - output15_mean_squared_error: 28.1097 - output16_mean_squared_error: 20.7533 - output17_mean_squared_error: 21.9852 - output18_mean_squared_error: 14.1568 - output19_mean_squared_error: 10.8591 - output20_mean_squared_error: 12.4105 - output21_mean_squared_error: 29.7088 - output22_mean_squared_error: 22.3446 - output23_mean_squared_error: 15.4136 - output24_mean_squared_error: 21.5409 - output25_mean_squared_error: 27.8508 - output26_mean_squared_error: 14.5637 - output27_mean_squared_error: 28.7088 - output28_mean_squared_error: 21.1385 - output29_mean_squared_error: 27.7327 Epoch 1354/2000 121/121 [==============================] - 0s 1ms/step - loss: 619.2587 - output00_loss: 12.3988 - output01_loss: 13.7350 - output02_loss: 21.8365 - output03_loss: 32.3735 - output04_loss: 26.5470 - output05_loss: 18.4673 - output06_loss: 20.4039 - output07_loss: 22.4559 - output08_loss: 14.2359 - output09_loss: 19.2279 - output10_loss: 19.1159 - output11_loss: 20.7672 - output12_loss: 16.7288 - output13_loss: 25.5683 - output14_loss: 18.1429 - output15_loss: 28.1069 - output16_loss: 20.7532 - output17_loss: 21.9834 - output18_loss: 14.1567 - output19_loss: 10.8570 - output20_loss: 12.4079 - output21_loss: 29.7077 - output22_loss: 22.3441 - output23_loss: 15.4135 - output24_loss: 21.5399 - output25_loss: 27.8504 - output26_loss: 14.5636 - output27_loss: 28.7075 - output28_loss: 21.1350 - output29_loss: 27.7271 - output00_mean_squared_error: 12.3988 - output01_mean_squared_error: 13.7350 - output02_mean_squared_error: 21.8365 - output03_mean_squared_error: 32.3735 - output04_mean_squared_error: 26.5470 - output05_mean_squared_error: 18.4673 - output06_mean_squared_error: 20.4039 - output07_mean_squared_error: 22.4559 - output08_mean_squared_error: 14.2359 - output09_mean_squared_error: 19.2279 - output10_mean_squared_error: 19.1159 - output11_mean_squared_error: 20.7672 - output12_mean_squared_error: 16.7288 - output13_mean_squared_error: 25.5683 - output14_mean_squared_error: 18.1429 - output15_mean_squared_error: 28.1069 - output16_mean_squared_error: 20.7532 - output17_mean_squared_error: 21.9834 - output18_mean_squared_error: 14.1567 - output19_mean_squared_error: 10.8570 - output20_mean_squared_error: 12.4079 - output21_mean_squared_error: 29.7077 - output22_mean_squared_error: 22.3441 - output23_mean_squared_error: 15.4135 - output24_mean_squared_error: 21.5399 - output25_mean_squared_error: 27.8504 - output26_mean_squared_error: 14.5636 - output27_mean_squared_error: 28.7075 - output28_mean_squared_error: 21.1350 - output29_mean_squared_error: 27.7271 Epoch 1355/2000 121/121 [==============================] - 0s 788us/step - loss: 619.2111 - output00_loss: 12.3987 - output01_loss: 13.7330 - output02_loss: 21.8342 - output03_loss: 32.3722 - output04_loss: 26.5429 - output05_loss: 18.4670 - output06_loss: 20.3999 - output07_loss: 22.4525 - output08_loss: 14.2351 - output09_loss: 19.2273 - output10_loss: 19.1157 - output11_loss: 20.7671 - output12_loss: 16.7280 - output13_loss: 25.5659 - output14_loss: 18.1405 - output15_loss: 28.1040 - output16_loss: 20.7531 - output17_loss: 21.9816 - output18_loss: 14.1565 - output19_loss: 10.8549 - output20_loss: 12.4053 - output21_loss: 29.7065 - output22_loss: 22.3437 - output23_loss: 15.4134 - output24_loss: 21.5390 - output25_loss: 27.8501 - output26_loss: 14.5634 - output27_loss: 28.7063 - output28_loss: 21.1315 - output29_loss: 27.7215 - output00_mean_squared_error: 12.3987 - output01_mean_squared_error: 13.7330 - output02_mean_squared_error: 21.8342 - output03_mean_squared_error: 32.3722 - output04_mean_squared_error: 26.5429 - output05_mean_squared_error: 18.4670 - output06_mean_squared_error: 20.3999 - output07_mean_squared_error: 22.4525 - output08_mean_squared_error: 14.2351 - output09_mean_squared_error: 19.2273 - output10_mean_squared_error: 19.1157 - output11_mean_squared_error: 20.7671 - output12_mean_squared_error: 16.7280 - output13_mean_squared_error: 25.5659 - output14_mean_squared_error: 18.1405 - output15_mean_squared_error: 28.1040 - output16_mean_squared_error: 20.7531 - output17_mean_squared_error: 21.9816 - output18_mean_squared_error: 14.1565 - output19_mean_squared_error: 10.8549 - output20_mean_squared_error: 12.4053 - output21_mean_squared_error: 29.7065 - output22_mean_squared_error: 22.3437 - output23_mean_squared_error: 15.4134 - output24_mean_squared_error: 21.5390 - output25_mean_squared_error: 27.8501 - output26_mean_squared_error: 14.5634 - output27_mean_squared_error: 28.7063 - output28_mean_squared_error: 21.1315 - output29_mean_squared_error: 27.7215 Epoch 1356/2000 121/121 [==============================] - 0s 1ms/step - loss: 619.1635 - output00_loss: 12.3987 - output01_loss: 13.7311 - output02_loss: 21.8320 - output03_loss: 32.3709 - output04_loss: 26.5389 - output05_loss: 18.4667 - output06_loss: 20.3959 - output07_loss: 22.4491 - output08_loss: 14.2343 - output09_loss: 19.2268 - output10_loss: 19.1155 - output11_loss: 20.7670 - output12_loss: 16.7272 - output13_loss: 25.5635 - output14_loss: 18.1381 - output15_loss: 28.1012 - output16_loss: 20.7531 - output17_loss: 21.9797 - output18_loss: 14.1564 - output19_loss: 10.8528 - output20_loss: 12.4027 - output21_loss: 29.7053 - output22_loss: 22.3432 - output23_loss: 15.4132 - output24_loss: 21.5380 - output25_loss: 27.8497 - output26_loss: 14.5633 - output27_loss: 28.7051 - output28_loss: 21.1281 - output29_loss: 27.7160 - output00_mean_squared_error: 12.3987 - output01_mean_squared_error: 13.7311 - output02_mean_squared_error: 21.8320 - output03_mean_squared_error: 32.3709 - output04_mean_squared_error: 26.5389 - output05_mean_squared_error: 18.4667 - output06_mean_squared_error: 20.3959 - output07_mean_squared_error: 22.4491 - output08_mean_squared_error: 14.2343 - output09_mean_squared_error: 19.2268 - output10_mean_squared_error: 19.1155 - output11_mean_squared_error: 20.7670 - output12_mean_squared_error: 16.7272 - output13_mean_squared_error: 25.5635 - output14_mean_squared_error: 18.1381 - output15_mean_squared_error: 28.1012 - output16_mean_squared_error: 20.7531 - output17_mean_squared_error: 21.9797 - output18_mean_squared_error: 14.1564 - output19_mean_squared_error: 10.8528 - output20_mean_squared_error: 12.4027 - output21_mean_squared_error: 29.7053 - output22_mean_squared_error: 22.3432 - output23_mean_squared_error: 15.4132 - output24_mean_squared_error: 21.5380 - output25_mean_squared_error: 27.8497 - output26_mean_squared_error: 14.5633 - output27_mean_squared_error: 28.7051 - output28_mean_squared_error: 21.1281 - output29_mean_squared_error: 27.7160 Epoch 1357/2000 121/121 [==============================] - 0s 572us/step - loss: 619.1162 - output00_loss: 12.3986 - output01_loss: 13.7291 - output02_loss: 21.8298 - output03_loss: 32.3697 - output04_loss: 26.5349 - output05_loss: 18.4665 - output06_loss: 20.3919 - output07_loss: 22.4458 - output08_loss: 14.2335 - output09_loss: 19.2262 - output10_loss: 19.1153 - output11_loss: 20.7670 - output12_loss: 16.7264 - output13_loss: 25.5611 - output14_loss: 18.1357 - output15_loss: 28.0984 - output16_loss: 20.7530 - output17_loss: 21.9779 - output18_loss: 14.1563 - output19_loss: 10.8507 - output20_loss: 12.4001 - output21_loss: 29.7042 - output22_loss: 22.3427 - output23_loss: 15.4131 - output24_loss: 21.5371 - output25_loss: 27.8493 - output26_loss: 14.5632 - output27_loss: 28.7038 - output28_loss: 21.1246 - output29_loss: 27.7104 - output00_mean_squared_error: 12.3986 - output01_mean_squared_error: 13.7291 - output02_mean_squared_error: 21.8298 - output03_mean_squared_error: 32.3697 - output04_mean_squared_error: 26.5349 - output05_mean_squared_error: 18.4665 - output06_mean_squared_error: 20.3919 - output07_mean_squared_error: 22.4458 - output08_mean_squared_error: 14.2335 - output09_mean_squared_error: 19.2262 - output10_mean_squared_error: 19.1153 - output11_mean_squared_error: 20.7670 - output12_mean_squared_error: 16.7264 - output13_mean_squared_error: 25.5611 - output14_mean_squared_error: 18.1357 - output15_mean_squared_error: 28.0984 - output16_mean_squared_error: 20.7530 - output17_mean_squared_error: 21.9779 - output18_mean_squared_error: 14.1563 - output19_mean_squared_error: 10.8507 - output20_mean_squared_error: 12.4001 - output21_mean_squared_error: 29.7042 - output22_mean_squared_error: 22.3427 - output23_mean_squared_error: 15.4131 - output24_mean_squared_error: 21.5371 - output25_mean_squared_error: 27.8493 - output26_mean_squared_error: 14.5632 - output27_mean_squared_error: 28.7038 - output28_mean_squared_error: 21.1246 - output29_mean_squared_error: 27.7104 Epoch 1358/2000 121/121 [==============================] - 0s 1ms/step - loss: 619.0688 - output00_loss: 12.3985 - output01_loss: 13.7272 - output02_loss: 21.8276 - output03_loss: 32.3684 - output04_loss: 26.5309 - output05_loss: 18.4662 - output06_loss: 20.3880 - output07_loss: 22.4424 - output08_loss: 14.2327 - output09_loss: 19.2256 - output10_loss: 19.1151 - output11_loss: 20.7669 - output12_loss: 16.7257 - output13_loss: 25.5587 - output14_loss: 18.1333 - output15_loss: 28.0956 - output16_loss: 20.7529 - output17_loss: 21.9761 - output18_loss: 14.1561 - output19_loss: 10.8486 - output20_loss: 12.3976 - output21_loss: 29.7030 - output22_loss: 22.3422 - output23_loss: 15.4129 - output24_loss: 21.5361 - output25_loss: 27.8489 - output26_loss: 14.5631 - output27_loss: 28.7026 - output28_loss: 21.1211 - output29_loss: 27.7049 - output00_mean_squared_error: 12.3985 - output01_mean_squared_error: 13.7272 - output02_mean_squared_error: 21.8276 - output03_mean_squared_error: 32.3684 - output04_mean_squared_error: 26.5309 - output05_mean_squared_error: 18.4662 - output06_mean_squared_error: 20.3880 - output07_mean_squared_error: 22.4424 - output08_mean_squared_error: 14.2327 - output09_mean_squared_error: 19.2256 - output10_mean_squared_error: 19.1151 - output11_mean_squared_error: 20.7669 - output12_mean_squared_error: 16.7257 - output13_mean_squared_error: 25.5587 - output14_mean_squared_error: 18.1333 - output15_mean_squared_error: 28.0956 - output16_mean_squared_error: 20.7529 - output17_mean_squared_error: 21.9761 - output18_mean_squared_error: 14.1561 - output19_mean_squared_error: 10.8486 - output20_mean_squared_error: 12.3976 - output21_mean_squared_error: 29.7030 - output22_mean_squared_error: 22.3422 - output23_mean_squared_error: 15.4129 - output24_mean_squared_error: 21.5361 - output25_mean_squared_error: 27.8489 - output26_mean_squared_error: 14.5631 - output27_mean_squared_error: 28.7026 - output28_mean_squared_error: 21.1211 - output29_mean_squared_error: 27.7049 Epoch 1359/2000 121/121 [==============================] - 0s 929us/step - loss: 619.0216 - output00_loss: 12.3985 - output01_loss: 13.7252 - output02_loss: 21.8253 - output03_loss: 32.3671 - output04_loss: 26.5269 - output05_loss: 18.4659 - output06_loss: 20.3840 - output07_loss: 22.4390 - output08_loss: 14.2318 - output09_loss: 19.2250 - output10_loss: 19.1149 - output11_loss: 20.7668 - output12_loss: 16.7249 - output13_loss: 25.5563 - output14_loss: 18.1309 - output15_loss: 28.0928 - output16_loss: 20.7529 - output17_loss: 21.9743 - output18_loss: 14.1560 - output19_loss: 10.8465 - output20_loss: 12.3950 - output21_loss: 29.7019 - output22_loss: 22.3417 - output23_loss: 15.4128 - output24_loss: 21.5352 - output25_loss: 27.8486 - output26_loss: 14.5630 - output27_loss: 28.7014 - output28_loss: 21.1177 - output29_loss: 27.6993 - output00_mean_squared_error: 12.3985 - output01_mean_squared_error: 13.7252 - output02_mean_squared_error: 21.8253 - output03_mean_squared_error: 32.3671 - output04_mean_squared_error: 26.5269 - output05_mean_squared_error: 18.4659 - output06_mean_squared_error: 20.3840 - output07_mean_squared_error: 22.4390 - output08_mean_squared_error: 14.2318 - output09_mean_squared_error: 19.2250 - output10_mean_squared_error: 19.1149 - output11_mean_squared_error: 20.7668 - output12_mean_squared_error: 16.7249 - output13_mean_squared_error: 25.5563 - output14_mean_squared_error: 18.1309 - output15_mean_squared_error: 28.0928 - output16_mean_squared_error: 20.7529 - output17_mean_squared_error: 21.9743 - output18_mean_squared_error: 14.1560 - output19_mean_squared_error: 10.8465 - output20_mean_squared_error: 12.3950 - output21_mean_squared_error: 29.7019 - output22_mean_squared_error: 22.3417 - output23_mean_squared_error: 15.4128 - output24_mean_squared_error: 21.5352 - output25_mean_squared_error: 27.8486 - output26_mean_squared_error: 14.5630 - output27_mean_squared_error: 28.7014 - output28_mean_squared_error: 21.1177 - output29_mean_squared_error: 27.6993 Epoch 1360/2000 121/121 [==============================] - 0s 508us/step - loss: 618.9745 - output00_loss: 12.3984 - output01_loss: 13.7233 - output02_loss: 21.8231 - output03_loss: 32.3658 - output04_loss: 26.5229 - output05_loss: 18.4657 - output06_loss: 20.3800 - output07_loss: 22.4357 - output08_loss: 14.2310 - output09_loss: 19.2244 - output10_loss: 19.1147 - output11_loss: 20.7667 - output12_loss: 16.7241 - output13_loss: 25.5539 - output14_loss: 18.1285 - output15_loss: 28.0900 - output16_loss: 20.7528 - output17_loss: 21.9725 - output18_loss: 14.1558 - output19_loss: 10.8444 - output20_loss: 12.3924 - output21_loss: 29.7008 - output22_loss: 22.3413 - output23_loss: 15.4127 - output24_loss: 21.5342 - output25_loss: 27.8482 - output26_loss: 14.5629 - output27_loss: 28.7002 - output28_loss: 21.1142 - output29_loss: 27.6938 - output00_mean_squared_error: 12.3984 - output01_mean_squared_error: 13.7233 - output02_mean_squared_error: 21.8231 - output03_mean_squared_error: 32.3658 - output04_mean_squared_error: 26.5229 - output05_mean_squared_error: 18.4657 - output06_mean_squared_error: 20.3800 - output07_mean_squared_error: 22.4357 - output08_mean_squared_error: 14.2310 - output09_mean_squared_error: 19.2244 - output10_mean_squared_error: 19.1147 - output11_mean_squared_error: 20.7667 - output12_mean_squared_error: 16.7241 - output13_mean_squared_error: 25.5539 - output14_mean_squared_error: 18.1285 - output15_mean_squared_error: 28.0900 - output16_mean_squared_error: 20.7528 - output17_mean_squared_error: 21.9725 - output18_mean_squared_error: 14.1558 - output19_mean_squared_error: 10.8444 - output20_mean_squared_error: 12.3924 - output21_mean_squared_error: 29.7008 - output22_mean_squared_error: 22.3413 - output23_mean_squared_error: 15.4127 - output24_mean_squared_error: 21.5342 - output25_mean_squared_error: 27.8482 - output26_mean_squared_error: 14.5629 - output27_mean_squared_error: 28.7002 - output28_mean_squared_error: 21.1142 - output29_mean_squared_error: 27.6938 Epoch 1361/2000 121/121 [==============================] - 0s 948us/step - loss: 618.9275 - output00_loss: 12.3983 - output01_loss: 13.7213 - output02_loss: 21.8209 - output03_loss: 32.3646 - output04_loss: 26.5189 - output05_loss: 18.4654 - output06_loss: 20.3760 - output07_loss: 22.4323 - output08_loss: 14.2302 - output09_loss: 19.2239 - output10_loss: 19.1145 - output11_loss: 20.7667 - output12_loss: 16.7234 - output13_loss: 25.5516 - output14_loss: 18.1261 - output15_loss: 28.0872 - output16_loss: 20.7527 - output17_loss: 21.9707 - output18_loss: 14.1557 - output19_loss: 10.8423 - output20_loss: 12.3899 - output21_loss: 29.6996 - output22_loss: 22.3408 - output23_loss: 15.4125 - output24_loss: 21.5333 - output25_loss: 27.8478 - output26_loss: 14.5627 - output27_loss: 28.6990 - output28_loss: 21.1108 - output29_loss: 27.6882 - output00_mean_squared_error: 12.3983 - output01_mean_squared_error: 13.7213 - output02_mean_squared_error: 21.8209 - output03_mean_squared_error: 32.3646 - output04_mean_squared_error: 26.5189 - output05_mean_squared_error: 18.4654 - output06_mean_squared_error: 20.3760 - output07_mean_squared_error: 22.4323 - output08_mean_squared_error: 14.2302 - output09_mean_squared_error: 19.2239 - output10_mean_squared_error: 19.1145 - output11_mean_squared_error: 20.7667 - output12_mean_squared_error: 16.7234 - output13_mean_squared_error: 25.5516 - output14_mean_squared_error: 18.1261 - output15_mean_squared_error: 28.0872 - output16_mean_squared_error: 20.7527 - output17_mean_squared_error: 21.9707 - output18_mean_squared_error: 14.1557 - output19_mean_squared_error: 10.8423 - output20_mean_squared_error: 12.3899 - output21_mean_squared_error: 29.6996 - output22_mean_squared_error: 22.3408 - output23_mean_squared_error: 15.4125 - output24_mean_squared_error: 21.5333 - output25_mean_squared_error: 27.8478 - output26_mean_squared_error: 14.5627 - output27_mean_squared_error: 28.6990 - output28_mean_squared_error: 21.1108 - output29_mean_squared_error: 27.6882 Epoch 1362/2000 121/121 [==============================] - 0s 805us/step - loss: 618.8806 - output00_loss: 12.3983 - output01_loss: 13.7194 - output02_loss: 21.8187 - output03_loss: 32.3633 - output04_loss: 26.5149 - output05_loss: 18.4652 - output06_loss: 20.3721 - output07_loss: 22.4290 - output08_loss: 14.2294 - output09_loss: 19.2233 - output10_loss: 19.1143 - output11_loss: 20.7666 - output12_loss: 16.7226 - output13_loss: 25.5492 - output14_loss: 18.1237 - output15_loss: 28.0844 - output16_loss: 20.7527 - output17_loss: 21.9689 - output18_loss: 14.1556 - output19_loss: 10.8403 - output20_loss: 12.3873 - output21_loss: 29.6985 - output22_loss: 22.3403 - output23_loss: 15.4124 - output24_loss: 21.5324 - output25_loss: 27.8475 - output26_loss: 14.5626 - output27_loss: 28.6978 - output28_loss: 21.1073 - output29_loss: 27.6827 - output00_mean_squared_error: 12.3983 - output01_mean_squared_error: 13.7194 - output02_mean_squared_error: 21.8187 - output03_mean_squared_error: 32.3633 - output04_mean_squared_error: 26.5149 - output05_mean_squared_error: 18.4652 - output06_mean_squared_error: 20.3721 - output07_mean_squared_error: 22.4290 - output08_mean_squared_error: 14.2294 - output09_mean_squared_error: 19.2233 - output10_mean_squared_error: 19.1143 - output11_mean_squared_error: 20.7666 - output12_mean_squared_error: 16.7226 - output13_mean_squared_error: 25.5492 - output14_mean_squared_error: 18.1237 - output15_mean_squared_error: 28.0844 - output16_mean_squared_error: 20.7527 - output17_mean_squared_error: 21.9689 - output18_mean_squared_error: 14.1556 - output19_mean_squared_error: 10.8403 - output20_mean_squared_error: 12.3873 - output21_mean_squared_error: 29.6985 - output22_mean_squared_error: 22.3403 - output23_mean_squared_error: 15.4124 - output24_mean_squared_error: 21.5324 - output25_mean_squared_error: 27.8475 - output26_mean_squared_error: 14.5626 - output27_mean_squared_error: 28.6978 - output28_mean_squared_error: 21.1073 - output29_mean_squared_error: 27.6827 Epoch 1363/2000 121/121 [==============================] - 0s 452us/step - loss: 618.8337 - output00_loss: 12.3982 - output01_loss: 13.7174 - output02_loss: 21.8165 - output03_loss: 32.3621 - output04_loss: 26.5109 - output05_loss: 18.4649 - output06_loss: 20.3681 - output07_loss: 22.4257 - output08_loss: 14.2286 - output09_loss: 19.2227 - output10_loss: 19.1141 - output11_loss: 20.7665 - output12_loss: 16.7219 - output13_loss: 25.5468 - output14_loss: 18.1213 - output15_loss: 28.0817 - output16_loss: 20.7526 - output17_loss: 21.9671 - output18_loss: 14.1554 - output19_loss: 10.8382 - output20_loss: 12.3848 - output21_loss: 29.6973 - output22_loss: 22.3398 - output23_loss: 15.4123 - output24_loss: 21.5314 - output25_loss: 27.8471 - output26_loss: 14.5625 - output27_loss: 28.6966 - output28_loss: 21.1039 - output29_loss: 27.6772 - output00_mean_squared_error: 12.3982 - output01_mean_squared_error: 13.7174 - output02_mean_squared_error: 21.8165 - output03_mean_squared_error: 32.3621 - output04_mean_squared_error: 26.5109 - output05_mean_squared_error: 18.4649 - output06_mean_squared_error: 20.3681 - output07_mean_squared_error: 22.4257 - output08_mean_squared_error: 14.2286 - output09_mean_squared_error: 19.2227 - output10_mean_squared_error: 19.1141 - output11_mean_squared_error: 20.7665 - output12_mean_squared_error: 16.7219 - output13_mean_squared_error: 25.5468 - output14_mean_squared_error: 18.1213 - output15_mean_squared_error: 28.0817 - output16_mean_squared_error: 20.7526 - output17_mean_squared_error: 21.9671 - output18_mean_squared_error: 14.1554 - output19_mean_squared_error: 10.8382 - output20_mean_squared_error: 12.3848 - output21_mean_squared_error: 29.6973 - output22_mean_squared_error: 22.3398 - output23_mean_squared_error: 15.4123 - output24_mean_squared_error: 21.5314 - output25_mean_squared_error: 27.8471 - output26_mean_squared_error: 14.5625 - output27_mean_squared_error: 28.6966 - output28_mean_squared_error: 21.1039 - output29_mean_squared_error: 27.6772 Epoch 1364/2000 121/121 [==============================] - 0s 825us/step - loss: 618.7869 - output00_loss: 12.3982 - output01_loss: 13.7155 - output02_loss: 21.8143 - output03_loss: 32.3608 - output04_loss: 26.5070 - output05_loss: 18.4646 - output06_loss: 20.3642 - output07_loss: 22.4224 - output08_loss: 14.2278 - output09_loss: 19.2221 - output10_loss: 19.1139 - output11_loss: 20.7665 - output12_loss: 16.7211 - output13_loss: 25.5445 - output14_loss: 18.1189 - output15_loss: 28.0789 - output16_loss: 20.7525 - output17_loss: 21.9653 - output18_loss: 14.1553 - output19_loss: 10.8361 - output20_loss: 12.3822 - output21_loss: 29.6962 - output22_loss: 22.3394 - output23_loss: 15.4121 - output24_loss: 21.5305 - output25_loss: 27.8467 - output26_loss: 14.5624 - output27_loss: 28.6954 - output28_loss: 21.1004 - output29_loss: 27.6717 - output00_mean_squared_error: 12.3982 - output01_mean_squared_error: 13.7155 - output02_mean_squared_error: 21.8143 - output03_mean_squared_error: 32.3608 - output04_mean_squared_error: 26.5070 - output05_mean_squared_error: 18.4646 - output06_mean_squared_error: 20.3642 - output07_mean_squared_error: 22.4224 - output08_mean_squared_error: 14.2278 - output09_mean_squared_error: 19.2221 - output10_mean_squared_error: 19.1139 - output11_mean_squared_error: 20.7665 - output12_mean_squared_error: 16.7211 - output13_mean_squared_error: 25.5445 - output14_mean_squared_error: 18.1189 - output15_mean_squared_error: 28.0789 - output16_mean_squared_error: 20.7525 - output17_mean_squared_error: 21.9653 - output18_mean_squared_error: 14.1553 - output19_mean_squared_error: 10.8361 - output20_mean_squared_error: 12.3822 - output21_mean_squared_error: 29.6962 - output22_mean_squared_error: 22.3394 - output23_mean_squared_error: 15.4121 - output24_mean_squared_error: 21.5305 - output25_mean_squared_error: 27.8467 - output26_mean_squared_error: 14.5624 - output27_mean_squared_error: 28.6954 - output28_mean_squared_error: 21.1004 - output29_mean_squared_error: 27.6717 Epoch 1365/2000 121/121 [==============================] - 0s 1ms/step - loss: 618.7402 - output00_loss: 12.3981 - output01_loss: 13.7136 - output02_loss: 21.8121 - output03_loss: 32.3596 - output04_loss: 26.5030 - output05_loss: 18.4644 - output06_loss: 20.3603 - output07_loss: 22.4190 - output08_loss: 14.2270 - output09_loss: 19.2216 - output10_loss: 19.1137 - output11_loss: 20.7664 - output12_loss: 16.7204 - output13_loss: 25.5421 - output14_loss: 18.1165 - output15_loss: 28.0761 - output16_loss: 20.7525 - output17_loss: 21.9635 - output18_loss: 14.1552 - output19_loss: 10.8340 - output20_loss: 12.3797 - output21_loss: 29.6951 - output22_loss: 22.3389 - output23_loss: 15.4120 - output24_loss: 21.5296 - output25_loss: 27.8464 - output26_loss: 14.5623 - output27_loss: 28.6942 - output28_loss: 21.0970 - output29_loss: 27.6662 - output00_mean_squared_error: 12.3981 - output01_mean_squared_error: 13.7136 - output02_mean_squared_error: 21.8121 - output03_mean_squared_error: 32.3596 - output04_mean_squared_error: 26.5030 - output05_mean_squared_error: 18.4644 - output06_mean_squared_error: 20.3603 - output07_mean_squared_error: 22.4190 - output08_mean_squared_error: 14.2270 - output09_mean_squared_error: 19.2216 - output10_mean_squared_error: 19.1137 - output11_mean_squared_error: 20.7664 - output12_mean_squared_error: 16.7204 - output13_mean_squared_error: 25.5421 - output14_mean_squared_error: 18.1165 - output15_mean_squared_error: 28.0761 - output16_mean_squared_error: 20.7525 - output17_mean_squared_error: 21.9635 - output18_mean_squared_error: 14.1552 - output19_mean_squared_error: 10.8340 - output20_mean_squared_error: 12.3797 - output21_mean_squared_error: 29.6951 - output22_mean_squared_error: 22.3389 - output23_mean_squared_error: 15.4120 - output24_mean_squared_error: 21.5296 - output25_mean_squared_error: 27.8464 - output26_mean_squared_error: 14.5623 - output27_mean_squared_error: 28.6942 - output28_mean_squared_error: 21.0970 - output29_mean_squared_error: 27.6662 Epoch 1366/2000 121/121 [==============================] - 0s 844us/step - loss: 618.6937 - output00_loss: 12.3980 - output01_loss: 13.7116 - output02_loss: 21.8099 - output03_loss: 32.3583 - output04_loss: 26.4990 - output05_loss: 18.4641 - output06_loss: 20.3563 - output07_loss: 22.4157 - output08_loss: 14.2262 - output09_loss: 19.2210 - output10_loss: 19.1135 - output11_loss: 20.7663 - output12_loss: 16.7196 - output13_loss: 25.5397 - output14_loss: 18.1142 - output15_loss: 28.0733 - output16_loss: 20.7524 - output17_loss: 21.9617 - output18_loss: 14.1551 - output19_loss: 10.8320 - output20_loss: 12.3771 - output21_loss: 29.6940 - output22_loss: 22.3384 - output23_loss: 15.4119 - output24_loss: 21.5286 - output25_loss: 27.8460 - output26_loss: 14.5622 - output27_loss: 28.6930 - output28_loss: 21.0936 - output29_loss: 27.6607 - output00_mean_squared_error: 12.3980 - output01_mean_squared_error: 13.7116 - output02_mean_squared_error: 21.8099 - output03_mean_squared_error: 32.3583 - output04_mean_squared_error: 26.4990 - output05_mean_squared_error: 18.4641 - output06_mean_squared_error: 20.3563 - output07_mean_squared_error: 22.4157 - output08_mean_squared_error: 14.2262 - output09_mean_squared_error: 19.2210 - output10_mean_squared_error: 19.1135 - output11_mean_squared_error: 20.7663 - output12_mean_squared_error: 16.7196 - output13_mean_squared_error: 25.5397 - output14_mean_squared_error: 18.1142 - output15_mean_squared_error: 28.0733 - output16_mean_squared_error: 20.7524 - output17_mean_squared_error: 21.9617 - output18_mean_squared_error: 14.1551 - output19_mean_squared_error: 10.8320 - output20_mean_squared_error: 12.3771 - output21_mean_squared_error: 29.6940 - output22_mean_squared_error: 22.3384 - output23_mean_squared_error: 15.4119 - output24_mean_squared_error: 21.5286 - output25_mean_squared_error: 27.8460 - output26_mean_squared_error: 14.5622 - output27_mean_squared_error: 28.6930 - output28_mean_squared_error: 21.0936 - output29_mean_squared_error: 27.6607 Epoch 1367/2000 121/121 [==============================] - 0s 1ms/step - loss: 618.6472 - output00_loss: 12.3980 - output01_loss: 13.7097 - output02_loss: 21.8077 - output03_loss: 32.3571 - output04_loss: 26.4951 - output05_loss: 18.4638 - output06_loss: 20.3524 - output07_loss: 22.4124 - output08_loss: 14.2255 - output09_loss: 19.2204 - output10_loss: 19.1133 - output11_loss: 20.7663 - output12_loss: 16.7189 - output13_loss: 25.5374 - output14_loss: 18.1118 - output15_loss: 28.0706 - output16_loss: 20.7523 - output17_loss: 21.9599 - output18_loss: 14.1549 - output19_loss: 10.8299 - output20_loss: 12.3746 - output21_loss: 29.6928 - output22_loss: 22.3380 - output23_loss: 15.4118 - output24_loss: 21.5277 - output25_loss: 27.8457 - output26_loss: 14.5621 - output27_loss: 28.6918 - output28_loss: 21.0902 - output29_loss: 27.6552 - output00_mean_squared_error: 12.3980 - output01_mean_squared_error: 13.7097 - output02_mean_squared_error: 21.8077 - output03_mean_squared_error: 32.3571 - output04_mean_squared_error: 26.4951 - output05_mean_squared_error: 18.4638 - output06_mean_squared_error: 20.3524 - output07_mean_squared_error: 22.4124 - output08_mean_squared_error: 14.2255 - output09_mean_squared_error: 19.2204 - output10_mean_squared_error: 19.1133 - output11_mean_squared_error: 20.7663 - output12_mean_squared_error: 16.7189 - output13_mean_squared_error: 25.5374 - output14_mean_squared_error: 18.1118 - output15_mean_squared_error: 28.0706 - output16_mean_squared_error: 20.7523 - output17_mean_squared_error: 21.9599 - output18_mean_squared_error: 14.1549 - output19_mean_squared_error: 10.8299 - output20_mean_squared_error: 12.3746 - output21_mean_squared_error: 29.6928 - output22_mean_squared_error: 22.3380 - output23_mean_squared_error: 15.4118 - output24_mean_squared_error: 21.5277 - output25_mean_squared_error: 27.8457 - output26_mean_squared_error: 14.5621 - output27_mean_squared_error: 28.6918 - output28_mean_squared_error: 21.0902 - output29_mean_squared_error: 27.6552 Epoch 1368/2000 121/121 [==============================] - 0s 849us/step - loss: 618.6008 - output00_loss: 12.3979 - output01_loss: 13.7078 - output02_loss: 21.8055 - output03_loss: 32.3559 - output04_loss: 26.4911 - output05_loss: 18.4636 - output06_loss: 20.3485 - output07_loss: 22.4091 - output08_loss: 14.2247 - output09_loss: 19.2199 - output10_loss: 19.1131 - output11_loss: 20.7662 - output12_loss: 16.7181 - output13_loss: 25.5350 - output14_loss: 18.1094 - output15_loss: 28.0678 - output16_loss: 20.7523 - output17_loss: 21.9581 - output18_loss: 14.1548 - output19_loss: 10.8278 - output20_loss: 12.3721 - output21_loss: 29.6917 - output22_loss: 22.3375 - output23_loss: 15.4116 - output24_loss: 21.5268 - output25_loss: 27.8453 - output26_loss: 14.5619 - output27_loss: 28.6906 - output28_loss: 21.0867 - output29_loss: 27.6497 - output00_mean_squared_error: 12.3979 - output01_mean_squared_error: 13.7078 - output02_mean_squared_error: 21.8055 - output03_mean_squared_error: 32.3559 - output04_mean_squared_error: 26.4911 - output05_mean_squared_error: 18.4636 - output06_mean_squared_error: 20.3485 - output07_mean_squared_error: 22.4091 - output08_mean_squared_error: 14.2247 - output09_mean_squared_error: 19.2199 - output10_mean_squared_error: 19.1131 - output11_mean_squared_error: 20.7662 - output12_mean_squared_error: 16.7181 - output13_mean_squared_error: 25.5350 - output14_mean_squared_error: 18.1094 - output15_mean_squared_error: 28.0678 - output16_mean_squared_error: 20.7523 - output17_mean_squared_error: 21.9581 - output18_mean_squared_error: 14.1548 - output19_mean_squared_error: 10.8278 - output20_mean_squared_error: 12.3721 - output21_mean_squared_error: 29.6917 - output22_mean_squared_error: 22.3375 - output23_mean_squared_error: 15.4116 - output24_mean_squared_error: 21.5268 - output25_mean_squared_error: 27.8453 - output26_mean_squared_error: 14.5619 - output27_mean_squared_error: 28.6906 - output28_mean_squared_error: 21.0867 - output29_mean_squared_error: 27.6497 Epoch 1369/2000 121/121 [==============================] - 0s 975us/step - loss: 618.5545 - output00_loss: 12.3979 - output01_loss: 13.7059 - output02_loss: 21.8034 - output03_loss: 32.3546 - output04_loss: 26.4872 - output05_loss: 18.4633 - output06_loss: 20.3446 - output07_loss: 22.4058 - output08_loss: 14.2239 - output09_loss: 19.2193 - output10_loss: 19.1129 - output11_loss: 20.7661 - output12_loss: 16.7174 - output13_loss: 25.5327 - output14_loss: 18.1071 - output15_loss: 28.0650 - output16_loss: 20.7522 - output17_loss: 21.9564 - output18_loss: 14.1547 - output19_loss: 10.8258 - output20_loss: 12.3696 - output21_loss: 29.6906 - output22_loss: 22.3371 - output23_loss: 15.4115 - output24_loss: 21.5259 - output25_loss: 27.8450 - output26_loss: 14.5618 - output27_loss: 28.6894 - output28_loss: 21.0833 - output29_loss: 27.6443 - output00_mean_squared_error: 12.3979 - output01_mean_squared_error: 13.7059 - output02_mean_squared_error: 21.8034 - output03_mean_squared_error: 32.3546 - output04_mean_squared_error: 26.4872 - output05_mean_squared_error: 18.4633 - output06_mean_squared_error: 20.3446 - output07_mean_squared_error: 22.4058 - output08_mean_squared_error: 14.2239 - output09_mean_squared_error: 19.2193 - output10_mean_squared_error: 19.1129 - output11_mean_squared_error: 20.7661 - output12_mean_squared_error: 16.7174 - output13_mean_squared_error: 25.5327 - output14_mean_squared_error: 18.1071 - output15_mean_squared_error: 28.0650 - output16_mean_squared_error: 20.7522 - output17_mean_squared_error: 21.9564 - output18_mean_squared_error: 14.1547 - output19_mean_squared_error: 10.8258 - output20_mean_squared_error: 12.3696 - output21_mean_squared_error: 29.6906 - output22_mean_squared_error: 22.3371 - output23_mean_squared_error: 15.4115 - output24_mean_squared_error: 21.5259 - output25_mean_squared_error: 27.8450 - output26_mean_squared_error: 14.5618 - output27_mean_squared_error: 28.6894 - output28_mean_squared_error: 21.0833 - output29_mean_squared_error: 27.6443 Epoch 1370/2000 121/121 [==============================] - 0s 2ms/step - loss: 618.5083 - output00_loss: 12.3978 - output01_loss: 13.7040 - output02_loss: 21.8012 - output03_loss: 32.3534 - output04_loss: 26.4833 - output05_loss: 18.4631 - output06_loss: 20.3407 - output07_loss: 22.4025 - output08_loss: 14.2231 - output09_loss: 19.2188 - output10_loss: 19.1128 - output11_loss: 20.7661 - output12_loss: 16.7166 - output13_loss: 25.5303 - output14_loss: 18.1047 - output15_loss: 28.0623 - output16_loss: 20.7522 - output17_loss: 21.9546 - output18_loss: 14.1545 - output19_loss: 10.8237 - output20_loss: 12.3671 - output21_loss: 29.6895 - output22_loss: 22.3366 - output23_loss: 15.4114 - output24_loss: 21.5250 - output25_loss: 27.8446 - output26_loss: 14.5617 - output27_loss: 28.6883 - output28_loss: 21.0799 - output29_loss: 27.6388 - output00_mean_squared_error: 12.3978 - output01_mean_squared_error: 13.7040 - output02_mean_squared_error: 21.8012 - output03_mean_squared_error: 32.3534 - output04_mean_squared_error: 26.4833 - output05_mean_squared_error: 18.4631 - output06_mean_squared_error: 20.3407 - output07_mean_squared_error: 22.4025 - output08_mean_squared_error: 14.2231 - output09_mean_squared_error: 19.2188 - output10_mean_squared_error: 19.1128 - output11_mean_squared_error: 20.7661 - output12_mean_squared_error: 16.7166 - output13_mean_squared_error: 25.5303 - output14_mean_squared_error: 18.1047 - output15_mean_squared_error: 28.0623 - output16_mean_squared_error: 20.7522 - output17_mean_squared_error: 21.9546 - output18_mean_squared_error: 14.1545 - output19_mean_squared_error: 10.8237 - output20_mean_squared_error: 12.3671 - output21_mean_squared_error: 29.6895 - output22_mean_squared_error: 22.3366 - output23_mean_squared_error: 15.4114 - output24_mean_squared_error: 21.5250 - output25_mean_squared_error: 27.8446 - output26_mean_squared_error: 14.5617 - output27_mean_squared_error: 28.6883 - output28_mean_squared_error: 21.0799 - output29_mean_squared_error: 27.6388 Epoch 1371/2000 121/121 [==============================] - 0s 871us/step - loss: 618.4623 - output00_loss: 12.3977 - output01_loss: 13.7021 - output02_loss: 21.7990 - output03_loss: 32.3522 - output04_loss: 26.4793 - output05_loss: 18.4628 - output06_loss: 20.3368 - output07_loss: 22.3993 - output08_loss: 14.2223 - output09_loss: 19.2182 - output10_loss: 19.1126 - output11_loss: 20.7660 - output12_loss: 16.7159 - output13_loss: 25.5280 - output14_loss: 18.1024 - output15_loss: 28.0595 - output16_loss: 20.7521 - output17_loss: 21.9528 - output18_loss: 14.1544 - output19_loss: 10.8216 - output20_loss: 12.3645 - output21_loss: 29.6884 - output22_loss: 22.3361 - output23_loss: 15.4112 - output24_loss: 21.5240 - output25_loss: 27.8442 - output26_loss: 14.5616 - output27_loss: 28.6871 - output28_loss: 21.0765 - output29_loss: 27.6333 - output00_mean_squared_error: 12.3977 - output01_mean_squared_error: 13.7021 - output02_mean_squared_error: 21.7990 - output03_mean_squared_error: 32.3522 - output04_mean_squared_error: 26.4793 - output05_mean_squared_error: 18.4628 - output06_mean_squared_error: 20.3368 - output07_mean_squared_error: 22.3993 - output08_mean_squared_error: 14.2223 - output09_mean_squared_error: 19.2182 - output10_mean_squared_error: 19.1126 - output11_mean_squared_error: 20.7660 - output12_mean_squared_error: 16.7159 - output13_mean_squared_error: 25.5280 - output14_mean_squared_error: 18.1024 - output15_mean_squared_error: 28.0595 - output16_mean_squared_error: 20.7521 - output17_mean_squared_error: 21.9528 - output18_mean_squared_error: 14.1544 - output19_mean_squared_error: 10.8216 - output20_mean_squared_error: 12.3645 - output21_mean_squared_error: 29.6884 - output22_mean_squared_error: 22.3361 - output23_mean_squared_error: 15.4112 - output24_mean_squared_error: 21.5240 - output25_mean_squared_error: 27.8442 - output26_mean_squared_error: 14.5616 - output27_mean_squared_error: 28.6871 - output28_mean_squared_error: 21.0765 - output29_mean_squared_error: 27.6333 Epoch 1372/2000 121/121 [==============================] - 0s 841us/step - loss: 618.4161 - output00_loss: 12.3977 - output01_loss: 13.7001 - output02_loss: 21.7969 - output03_loss: 32.3510 - output04_loss: 26.4754 - output05_loss: 18.4625 - output06_loss: 20.3329 - output07_loss: 22.3960 - output08_loss: 14.2215 - output09_loss: 19.2176 - output10_loss: 19.1124 - output11_loss: 20.7659 - output12_loss: 16.7152 - output13_loss: 25.5257 - output14_loss: 18.1000 - output15_loss: 28.0568 - output16_loss: 20.7520 - output17_loss: 21.9510 - output18_loss: 14.1543 - output19_loss: 10.8196 - output20_loss: 12.3620 - output21_loss: 29.6873 - output22_loss: 22.3357 - output23_loss: 15.4111 - output24_loss: 21.5231 - output25_loss: 27.8439 - output26_loss: 14.5615 - output27_loss: 28.6859 - output28_loss: 21.0731 - output29_loss: 27.6279 - output00_mean_squared_error: 12.3977 - output01_mean_squared_error: 13.7001 - output02_mean_squared_error: 21.7969 - output03_mean_squared_error: 32.3510 - output04_mean_squared_error: 26.4754 - output05_mean_squared_error: 18.4625 - output06_mean_squared_error: 20.3329 - output07_mean_squared_error: 22.3960 - output08_mean_squared_error: 14.2215 - output09_mean_squared_error: 19.2176 - output10_mean_squared_error: 19.1124 - output11_mean_squared_error: 20.7659 - output12_mean_squared_error: 16.7152 - output13_mean_squared_error: 25.5257 - output14_mean_squared_error: 18.1000 - output15_mean_squared_error: 28.0568 - output16_mean_squared_error: 20.7520 - output17_mean_squared_error: 21.9510 - output18_mean_squared_error: 14.1543 - output19_mean_squared_error: 10.8196 - output20_mean_squared_error: 12.3620 - output21_mean_squared_error: 29.6873 - output22_mean_squared_error: 22.3357 - output23_mean_squared_error: 15.4111 - output24_mean_squared_error: 21.5231 - output25_mean_squared_error: 27.8439 - output26_mean_squared_error: 14.5615 - output27_mean_squared_error: 28.6859 - output28_mean_squared_error: 21.0731 - output29_mean_squared_error: 27.6279 Epoch 1373/2000 121/121 [==============================] - 0s 843us/step - loss: 618.3702 - output00_loss: 12.3976 - output01_loss: 13.6982 - output02_loss: 21.7947 - output03_loss: 32.3497 - output04_loss: 26.4715 - output05_loss: 18.4623 - output06_loss: 20.3290 - output07_loss: 22.3927 - output08_loss: 14.2208 - output09_loss: 19.2171 - output10_loss: 19.1122 - output11_loss: 20.7659 - output12_loss: 16.7144 - output13_loss: 25.5234 - output14_loss: 18.0977 - output15_loss: 28.0540 - output16_loss: 20.7520 - output17_loss: 21.9493 - output18_loss: 14.1542 - output19_loss: 10.8175 - output20_loss: 12.3595 - output21_loss: 29.6862 - output22_loss: 22.3352 - output23_loss: 15.4110 - output24_loss: 21.5222 - output25_loss: 27.8435 - output26_loss: 14.5614 - output27_loss: 28.6847 - output28_loss: 21.0697 - output29_loss: 27.6225 - output00_mean_squared_error: 12.3976 - output01_mean_squared_error: 13.6982 - output02_mean_squared_error: 21.7947 - output03_mean_squared_error: 32.3497 - output04_mean_squared_error: 26.4715 - output05_mean_squared_error: 18.4623 - output06_mean_squared_error: 20.3290 - output07_mean_squared_error: 22.3927 - output08_mean_squared_error: 14.2208 - output09_mean_squared_error: 19.2171 - output10_mean_squared_error: 19.1122 - output11_mean_squared_error: 20.7659 - output12_mean_squared_error: 16.7144 - output13_mean_squared_error: 25.5234 - output14_mean_squared_error: 18.0977 - output15_mean_squared_error: 28.0540 - output16_mean_squared_error: 20.7520 - output17_mean_squared_error: 21.9493 - output18_mean_squared_error: 14.1542 - output19_mean_squared_error: 10.8175 - output20_mean_squared_error: 12.3595 - output21_mean_squared_error: 29.6862 - output22_mean_squared_error: 22.3352 - output23_mean_squared_error: 15.4110 - output24_mean_squared_error: 21.5222 - output25_mean_squared_error: 27.8435 - output26_mean_squared_error: 14.5614 - output27_mean_squared_error: 28.6847 - output28_mean_squared_error: 21.0697 - output29_mean_squared_error: 27.6225 Epoch 1374/2000 121/121 [==============================] - 0s 1ms/step - loss: 618.3243 - output00_loss: 12.3976 - output01_loss: 13.6963 - output02_loss: 21.7925 - output03_loss: 32.3485 - output04_loss: 26.4676 - output05_loss: 18.4620 - output06_loss: 20.3251 - output07_loss: 22.3895 - output08_loss: 14.2200 - output09_loss: 19.2165 - output10_loss: 19.1120 - output11_loss: 20.7658 - output12_loss: 16.7137 - output13_loss: 25.5210 - output14_loss: 18.0954 - output15_loss: 28.0513 - output16_loss: 20.7519 - output17_loss: 21.9475 - output18_loss: 14.1540 - output19_loss: 10.8155 - output20_loss: 12.3570 - output21_loss: 29.6851 - output22_loss: 22.3348 - output23_loss: 15.4109 - output24_loss: 21.5213 - output25_loss: 27.8432 - output26_loss: 14.5613 - output27_loss: 28.6836 - output28_loss: 21.0664 - output29_loss: 27.6170 - output00_mean_squared_error: 12.3976 - output01_mean_squared_error: 13.6963 - output02_mean_squared_error: 21.7925 - output03_mean_squared_error: 32.3485 - output04_mean_squared_error: 26.4676 - output05_mean_squared_error: 18.4620 - output06_mean_squared_error: 20.3251 - output07_mean_squared_error: 22.3895 - output08_mean_squared_error: 14.2200 - output09_mean_squared_error: 19.2165 - output10_mean_squared_error: 19.1120 - output11_mean_squared_error: 20.7658 - output12_mean_squared_error: 16.7137 - output13_mean_squared_error: 25.5210 - output14_mean_squared_error: 18.0954 - output15_mean_squared_error: 28.0513 - output16_mean_squared_error: 20.7519 - output17_mean_squared_error: 21.9475 - output18_mean_squared_error: 14.1540 - output19_mean_squared_error: 10.8155 - output20_mean_squared_error: 12.3570 - output21_mean_squared_error: 29.6851 - output22_mean_squared_error: 22.3348 - output23_mean_squared_error: 15.4109 - output24_mean_squared_error: 21.5213 - output25_mean_squared_error: 27.8432 - output26_mean_squared_error: 14.5613 - output27_mean_squared_error: 28.6836 - output28_mean_squared_error: 21.0664 - output29_mean_squared_error: 27.6170 Epoch 1375/2000 121/121 [==============================] - 0s 1ms/step - loss: 618.2786 - output00_loss: 12.3975 - output01_loss: 13.6944 - output02_loss: 21.7904 - output03_loss: 32.3473 - output04_loss: 26.4637 - output05_loss: 18.4618 - output06_loss: 20.3212 - output07_loss: 22.3862 - output08_loss: 14.2192 - output09_loss: 19.2160 - output10_loss: 19.1118 - output11_loss: 20.7657 - output12_loss: 16.7130 - output13_loss: 25.5187 - output14_loss: 18.0930 - output15_loss: 28.0486 - output16_loss: 20.7519 - output17_loss: 21.9458 - output18_loss: 14.1539 - output19_loss: 10.8134 - output20_loss: 12.3546 - output21_loss: 29.6840 - output22_loss: 22.3343 - output23_loss: 15.4107 - output24_loss: 21.5204 - output25_loss: 27.8428 - output26_loss: 14.5612 - output27_loss: 28.6824 - output28_loss: 21.0630 - output29_loss: 27.6116 - output00_mean_squared_error: 12.3975 - output01_mean_squared_error: 13.6944 - output02_mean_squared_error: 21.7904 - output03_mean_squared_error: 32.3473 - output04_mean_squared_error: 26.4637 - output05_mean_squared_error: 18.4618 - output06_mean_squared_error: 20.3212 - output07_mean_squared_error: 22.3862 - output08_mean_squared_error: 14.2192 - output09_mean_squared_error: 19.2160 - output10_mean_squared_error: 19.1118 - output11_mean_squared_error: 20.7657 - output12_mean_squared_error: 16.7130 - output13_mean_squared_error: 25.5187 - output14_mean_squared_error: 18.0930 - output15_mean_squared_error: 28.0486 - output16_mean_squared_error: 20.7519 - output17_mean_squared_error: 21.9458 - output18_mean_squared_error: 14.1539 - output19_mean_squared_error: 10.8134 - output20_mean_squared_error: 12.3546 - output21_mean_squared_error: 29.6840 - output22_mean_squared_error: 22.3343 - output23_mean_squared_error: 15.4107 - output24_mean_squared_error: 21.5204 - output25_mean_squared_error: 27.8428 - output26_mean_squared_error: 14.5612 - output27_mean_squared_error: 28.6824 - output28_mean_squared_error: 21.0630 - output29_mean_squared_error: 27.6116 Epoch 1376/2000 121/121 [==============================] - 0s 956us/step - loss: 618.2330 - output00_loss: 12.3974 - output01_loss: 13.6925 - output02_loss: 21.7882 - output03_loss: 32.3461 - output04_loss: 26.4598 - output05_loss: 18.4615 - output06_loss: 20.3174 - output07_loss: 22.3830 - output08_loss: 14.2184 - output09_loss: 19.2154 - output10_loss: 19.1116 - output11_loss: 20.7657 - output12_loss: 16.7123 - output13_loss: 25.5164 - output14_loss: 18.0907 - output15_loss: 28.0459 - output16_loss: 20.7518 - output17_loss: 21.9440 - output18_loss: 14.1538 - output19_loss: 10.8114 - output20_loss: 12.3521 - output21_loss: 29.6829 - output22_loss: 22.3339 - output23_loss: 15.4106 - output24_loss: 21.5195 - output25_loss: 27.8425 - output26_loss: 14.5611 - output27_loss: 28.6813 - output28_loss: 21.0596 - output29_loss: 27.6062 - output00_mean_squared_error: 12.3974 - output01_mean_squared_error: 13.6925 - output02_mean_squared_error: 21.7882 - output03_mean_squared_error: 32.3461 - output04_mean_squared_error: 26.4598 - output05_mean_squared_error: 18.4615 - output06_mean_squared_error: 20.3174 - output07_mean_squared_error: 22.3830 - output08_mean_squared_error: 14.2184 - output09_mean_squared_error: 19.2154 - output10_mean_squared_error: 19.1116 - output11_mean_squared_error: 20.7657 - output12_mean_squared_error: 16.7123 - output13_mean_squared_error: 25.5164 - output14_mean_squared_error: 18.0907 - output15_mean_squared_error: 28.0459 - output16_mean_squared_error: 20.7518 - output17_mean_squared_error: 21.9440 - output18_mean_squared_error: 14.1538 - output19_mean_squared_error: 10.8114 - output20_mean_squared_error: 12.3521 - output21_mean_squared_error: 29.6829 - output22_mean_squared_error: 22.3339 - output23_mean_squared_error: 15.4106 - output24_mean_squared_error: 21.5195 - output25_mean_squared_error: 27.8425 - output26_mean_squared_error: 14.5611 - output27_mean_squared_error: 28.6813 - output28_mean_squared_error: 21.0596 - output29_mean_squared_error: 27.6062 Epoch 1377/2000 121/121 [==============================] - 0s 872us/step - loss: 618.1874 - output00_loss: 12.3974 - output01_loss: 13.6907 - output02_loss: 21.7861 - output03_loss: 32.3449 - output04_loss: 26.4559 - output05_loss: 18.4613 - output06_loss: 20.3135 - output07_loss: 22.3797 - output08_loss: 14.2177 - output09_loss: 19.2149 - output10_loss: 19.1114 - output11_loss: 20.7656 - output12_loss: 16.7116 - output13_loss: 25.5141 - output14_loss: 18.0884 - output15_loss: 28.0431 - output16_loss: 20.7517 - output17_loss: 21.9423 - output18_loss: 14.1537 - output19_loss: 10.8093 - output20_loss: 12.3496 - output21_loss: 29.6818 - output22_loss: 22.3334 - output23_loss: 15.4105 - output24_loss: 21.5186 - output25_loss: 27.8422 - output26_loss: 14.5610 - output27_loss: 28.6801 - output28_loss: 21.0563 - output29_loss: 27.6008 - output00_mean_squared_error: 12.3974 - output01_mean_squared_error: 13.6907 - output02_mean_squared_error: 21.7861 - output03_mean_squared_error: 32.3449 - output04_mean_squared_error: 26.4559 - output05_mean_squared_error: 18.4613 - output06_mean_squared_error: 20.3135 - output07_mean_squared_error: 22.3797 - output08_mean_squared_error: 14.2177 - output09_mean_squared_error: 19.2149 - output10_mean_squared_error: 19.1114 - output11_mean_squared_error: 20.7656 - output12_mean_squared_error: 16.7116 - output13_mean_squared_error: 25.5141 - output14_mean_squared_error: 18.0884 - output15_mean_squared_error: 28.0431 - output16_mean_squared_error: 20.7517 - output17_mean_squared_error: 21.9423 - output18_mean_squared_error: 14.1537 - output19_mean_squared_error: 10.8093 - output20_mean_squared_error: 12.3496 - output21_mean_squared_error: 29.6818 - output22_mean_squared_error: 22.3334 - output23_mean_squared_error: 15.4105 - output24_mean_squared_error: 21.5186 - output25_mean_squared_error: 27.8422 - output26_mean_squared_error: 14.5610 - output27_mean_squared_error: 28.6801 - output28_mean_squared_error: 21.0563 - output29_mean_squared_error: 27.6008 Epoch 1378/2000 121/121 [==============================] - 0s 1ms/step - loss: 618.1420 - output00_loss: 12.3973 - output01_loss: 13.6888 - output02_loss: 21.7839 - output03_loss: 32.3437 - output04_loss: 26.4520 - output05_loss: 18.4610 - output06_loss: 20.3097 - output07_loss: 22.3765 - output08_loss: 14.2169 - output09_loss: 19.2144 - output10_loss: 19.1113 - output11_loss: 20.7656 - output12_loss: 16.7108 - output13_loss: 25.5118 - output14_loss: 18.0861 - output15_loss: 28.0404 - output16_loss: 20.7517 - output17_loss: 21.9405 - output18_loss: 14.1535 - output19_loss: 10.8073 - output20_loss: 12.3471 - output21_loss: 29.6807 - output22_loss: 22.3330 - output23_loss: 15.4104 - output24_loss: 21.5177 - output25_loss: 27.8418 - output26_loss: 14.5609 - output27_loss: 28.6789 - output28_loss: 21.0529 - output29_loss: 27.5954 - output00_mean_squared_error: 12.3973 - output01_mean_squared_error: 13.6888 - output02_mean_squared_error: 21.7839 - output03_mean_squared_error: 32.3437 - output04_mean_squared_error: 26.4520 - output05_mean_squared_error: 18.4610 - output06_mean_squared_error: 20.3097 - output07_mean_squared_error: 22.3765 - output08_mean_squared_error: 14.2169 - output09_mean_squared_error: 19.2144 - output10_mean_squared_error: 19.1113 - output11_mean_squared_error: 20.7656 - output12_mean_squared_error: 16.7108 - output13_mean_squared_error: 25.5118 - output14_mean_squared_error: 18.0861 - output15_mean_squared_error: 28.0404 - output16_mean_squared_error: 20.7517 - output17_mean_squared_error: 21.9405 - output18_mean_squared_error: 14.1535 - output19_mean_squared_error: 10.8073 - output20_mean_squared_error: 12.3471 - output21_mean_squared_error: 29.6807 - output22_mean_squared_error: 22.3330 - output23_mean_squared_error: 15.4104 - output24_mean_squared_error: 21.5177 - output25_mean_squared_error: 27.8418 - output26_mean_squared_error: 14.5609 - output27_mean_squared_error: 28.6789 - output28_mean_squared_error: 21.0529 - output29_mean_squared_error: 27.5954 Epoch 1379/2000 121/121 [==============================] - 0s 753us/step - loss: 618.0966 - output00_loss: 12.3973 - output01_loss: 13.6869 - output02_loss: 21.7818 - output03_loss: 32.3426 - output04_loss: 26.4481 - output05_loss: 18.4608 - output06_loss: 20.3058 - output07_loss: 22.3732 - output08_loss: 14.2161 - output09_loss: 19.2138 - output10_loss: 19.1111 - output11_loss: 20.7655 - output12_loss: 16.7101 - output13_loss: 25.5095 - output14_loss: 18.0838 - output15_loss: 28.0377 - output16_loss: 20.7516 - output17_loss: 21.9388 - output18_loss: 14.1534 - output19_loss: 10.8052 - output20_loss: 12.3446 - output21_loss: 29.6796 - output22_loss: 22.3326 - output23_loss: 15.4102 - output24_loss: 21.5169 - output25_loss: 27.8415 - output26_loss: 14.5608 - output27_loss: 28.6778 - output28_loss: 21.0495 - output29_loss: 27.5900 - output00_mean_squared_error: 12.3973 - output01_mean_squared_error: 13.6869 - output02_mean_squared_error: 21.7818 - output03_mean_squared_error: 32.3426 - output04_mean_squared_error: 26.4481 - output05_mean_squared_error: 18.4608 - output06_mean_squared_error: 20.3058 - output07_mean_squared_error: 22.3732 - output08_mean_squared_error: 14.2161 - output09_mean_squared_error: 19.2138 - output10_mean_squared_error: 19.1111 - output11_mean_squared_error: 20.7655 - output12_mean_squared_error: 16.7101 - output13_mean_squared_error: 25.5095 - output14_mean_squared_error: 18.0838 - output15_mean_squared_error: 28.0377 - output16_mean_squared_error: 20.7516 - output17_mean_squared_error: 21.9388 - output18_mean_squared_error: 14.1534 - output19_mean_squared_error: 10.8052 - output20_mean_squared_error: 12.3446 - output21_mean_squared_error: 29.6796 - output22_mean_squared_error: 22.3326 - output23_mean_squared_error: 15.4102 - output24_mean_squared_error: 21.5169 - output25_mean_squared_error: 27.8415 - output26_mean_squared_error: 14.5608 - output27_mean_squared_error: 28.6778 - output28_mean_squared_error: 21.0495 - output29_mean_squared_error: 27.5900 Epoch 1380/2000 121/121 [==============================] - 0s 698us/step - loss: 618.0512 - output00_loss: 12.3972 - output01_loss: 13.6850 - output02_loss: 21.7797 - output03_loss: 32.3414 - output04_loss: 26.4443 - output05_loss: 18.4605 - output06_loss: 20.3020 - output07_loss: 22.3700 - output08_loss: 14.2154 - output09_loss: 19.2133 - output10_loss: 19.1109 - output11_loss: 20.7654 - output12_loss: 16.7094 - output13_loss: 25.5072 - output14_loss: 18.0814 - output15_loss: 28.0350 - output16_loss: 20.7516 - output17_loss: 21.9371 - output18_loss: 14.1533 - output19_loss: 10.8032 - output20_loss: 12.3422 - output21_loss: 29.6785 - output22_loss: 22.3321 - output23_loss: 15.4101 - output24_loss: 21.5160 - output25_loss: 27.8411 - output26_loss: 14.5607 - output27_loss: 28.6766 - output28_loss: 21.0462 - output29_loss: 27.5846 - output00_mean_squared_error: 12.3972 - output01_mean_squared_error: 13.6850 - output02_mean_squared_error: 21.7797 - output03_mean_squared_error: 32.3414 - output04_mean_squared_error: 26.4443 - output05_mean_squared_error: 18.4605 - output06_mean_squared_error: 20.3020 - output07_mean_squared_error: 22.3700 - output08_mean_squared_error: 14.2154 - output09_mean_squared_error: 19.2133 - output10_mean_squared_error: 19.1109 - output11_mean_squared_error: 20.7654 - output12_mean_squared_error: 16.7094 - output13_mean_squared_error: 25.5072 - output14_mean_squared_error: 18.0814 - output15_mean_squared_error: 28.0350 - output16_mean_squared_error: 20.7516 - output17_mean_squared_error: 21.9371 - output18_mean_squared_error: 14.1533 - output19_mean_squared_error: 10.8032 - output20_mean_squared_error: 12.3422 - output21_mean_squared_error: 29.6785 - output22_mean_squared_error: 22.3321 - output23_mean_squared_error: 15.4101 - output24_mean_squared_error: 21.5160 - output25_mean_squared_error: 27.8411 - output26_mean_squared_error: 14.5607 - output27_mean_squared_error: 28.6766 - output28_mean_squared_error: 21.0462 - output29_mean_squared_error: 27.5846 Epoch 1381/2000 121/121 [==============================] - 0s 435us/step - loss: 618.0059 - output00_loss: 12.3972 - output01_loss: 13.6831 - output02_loss: 21.7775 - output03_loss: 32.3402 - output04_loss: 26.4404 - output05_loss: 18.4603 - output06_loss: 20.2981 - output07_loss: 22.3668 - output08_loss: 14.2146 - output09_loss: 19.2127 - output10_loss: 19.1107 - output11_loss: 20.7654 - output12_loss: 16.7087 - output13_loss: 25.5049 - output14_loss: 18.0791 - output15_loss: 28.0323 - output16_loss: 20.7515 - output17_loss: 21.9353 - output18_loss: 14.1532 - output19_loss: 10.8011 - output20_loss: 12.3397 - output21_loss: 29.6774 - output22_loss: 22.3317 - output23_loss: 15.4100 - output24_loss: 21.5151 - output25_loss: 27.8408 - output26_loss: 14.5606 - output27_loss: 28.6755 - output28_loss: 21.0428 - output29_loss: 27.5792 - output00_mean_squared_error: 12.3972 - output01_mean_squared_error: 13.6831 - output02_mean_squared_error: 21.7775 - output03_mean_squared_error: 32.3402 - output04_mean_squared_error: 26.4404 - output05_mean_squared_error: 18.4603 - output06_mean_squared_error: 20.2981 - output07_mean_squared_error: 22.3668 - output08_mean_squared_error: 14.2146 - output09_mean_squared_error: 19.2127 - output10_mean_squared_error: 19.1107 - output11_mean_squared_error: 20.7654 - output12_mean_squared_error: 16.7087 - output13_mean_squared_error: 25.5049 - output14_mean_squared_error: 18.0791 - output15_mean_squared_error: 28.0323 - output16_mean_squared_error: 20.7515 - output17_mean_squared_error: 21.9353 - output18_mean_squared_error: 14.1532 - output19_mean_squared_error: 10.8011 - output20_mean_squared_error: 12.3397 - output21_mean_squared_error: 29.6774 - output22_mean_squared_error: 22.3317 - output23_mean_squared_error: 15.4100 - output24_mean_squared_error: 21.5151 - output25_mean_squared_error: 27.8408 - output26_mean_squared_error: 14.5606 - output27_mean_squared_error: 28.6755 - output28_mean_squared_error: 21.0428 - output29_mean_squared_error: 27.5792 Epoch 1382/2000 121/121 [==============================] - 0s 903us/step - loss: 617.9609 - output00_loss: 12.3971 - output01_loss: 13.6812 - output02_loss: 21.7754 - output03_loss: 32.3390 - output04_loss: 26.4365 - output05_loss: 18.4600 - output06_loss: 20.2943 - output07_loss: 22.3636 - output08_loss: 14.2139 - output09_loss: 19.2122 - output10_loss: 19.1105 - output11_loss: 20.7653 - output12_loss: 16.7080 - output13_loss: 25.5026 - output14_loss: 18.0768 - output15_loss: 28.0296 - output16_loss: 20.7514 - output17_loss: 21.9336 - output18_loss: 14.1530 - output19_loss: 10.7991 - output20_loss: 12.3373 - output21_loss: 29.6763 - output22_loss: 22.3312 - output23_loss: 15.4099 - output24_loss: 21.5142 - output25_loss: 27.8404 - output26_loss: 14.5605 - output27_loss: 28.6744 - output28_loss: 21.0395 - output29_loss: 27.5738 - output00_mean_squared_error: 12.3971 - output01_mean_squared_error: 13.6812 - output02_mean_squared_error: 21.7754 - output03_mean_squared_error: 32.3390 - output04_mean_squared_error: 26.4365 - output05_mean_squared_error: 18.4600 - output06_mean_squared_error: 20.2943 - output07_mean_squared_error: 22.3636 - output08_mean_squared_error: 14.2139 - output09_mean_squared_error: 19.2122 - output10_mean_squared_error: 19.1105 - output11_mean_squared_error: 20.7653 - output12_mean_squared_error: 16.7080 - output13_mean_squared_error: 25.5026 - output14_mean_squared_error: 18.0768 - output15_mean_squared_error: 28.0296 - output16_mean_squared_error: 20.7514 - output17_mean_squared_error: 21.9336 - output18_mean_squared_error: 14.1530 - output19_mean_squared_error: 10.7991 - output20_mean_squared_error: 12.3373 - output21_mean_squared_error: 29.6763 - output22_mean_squared_error: 22.3312 - output23_mean_squared_error: 15.4099 - output24_mean_squared_error: 21.5142 - output25_mean_squared_error: 27.8404 - output26_mean_squared_error: 14.5605 - output27_mean_squared_error: 28.6744 - output28_mean_squared_error: 21.0395 - output29_mean_squared_error: 27.5738 Epoch 1383/2000 121/121 [==============================] - 0s 1ms/step - loss: 617.9158 - output00_loss: 12.3970 - output01_loss: 13.6794 - output02_loss: 21.7733 - output03_loss: 32.3378 - output04_loss: 26.4327 - output05_loss: 18.4598 - output06_loss: 20.2905 - output07_loss: 22.3604 - output08_loss: 14.2131 - output09_loss: 19.2117 - output10_loss: 19.1103 - output11_loss: 20.7653 - output12_loss: 16.7073 - output13_loss: 25.5004 - output14_loss: 18.0745 - output15_loss: 28.0269 - output16_loss: 20.7514 - output17_loss: 21.9319 - output18_loss: 14.1529 - output19_loss: 10.7971 - output20_loss: 12.3348 - output21_loss: 29.6753 - output22_loss: 22.3308 - output23_loss: 15.4098 - output24_loss: 21.5133 - output25_loss: 27.8401 - output26_loss: 14.5603 - output27_loss: 28.6732 - output28_loss: 21.0362 - output29_loss: 27.5685 - output00_mean_squared_error: 12.3970 - output01_mean_squared_error: 13.6794 - output02_mean_squared_error: 21.7733 - output03_mean_squared_error: 32.3378 - output04_mean_squared_error: 26.4327 - output05_mean_squared_error: 18.4598 - output06_mean_squared_error: 20.2905 - output07_mean_squared_error: 22.3604 - output08_mean_squared_error: 14.2131 - output09_mean_squared_error: 19.2117 - output10_mean_squared_error: 19.1103 - output11_mean_squared_error: 20.7653 - output12_mean_squared_error: 16.7073 - output13_mean_squared_error: 25.5004 - output14_mean_squared_error: 18.0745 - output15_mean_squared_error: 28.0269 - output16_mean_squared_error: 20.7514 - output17_mean_squared_error: 21.9319 - output18_mean_squared_error: 14.1529 - output19_mean_squared_error: 10.7971 - output20_mean_squared_error: 12.3348 - output21_mean_squared_error: 29.6753 - output22_mean_squared_error: 22.3308 - output23_mean_squared_error: 15.4098 - output24_mean_squared_error: 21.5133 - output25_mean_squared_error: 27.8401 - output26_mean_squared_error: 14.5603 - output27_mean_squared_error: 28.6732 - output28_mean_squared_error: 21.0362 - output29_mean_squared_error: 27.5685 Epoch 1384/2000 121/121 [==============================] - 0s 770us/step - loss: 617.8708 - output00_loss: 12.3970 - output01_loss: 13.6775 - output02_loss: 21.7712 - output03_loss: 32.3367 - output04_loss: 26.4288 - output05_loss: 18.4595 - output06_loss: 20.2867 - output07_loss: 22.3572 - output08_loss: 14.2123 - output09_loss: 19.2111 - output10_loss: 19.1102 - output11_loss: 20.7652 - output12_loss: 16.7066 - output13_loss: 25.4981 - output14_loss: 18.0723 - output15_loss: 28.0242 - output16_loss: 20.7513 - output17_loss: 21.9302 - output18_loss: 14.1528 - output19_loss: 10.7950 - output20_loss: 12.3324 - output21_loss: 29.6742 - output22_loss: 22.3304 - output23_loss: 15.4096 - output24_loss: 21.5124 - output25_loss: 27.8398 - output26_loss: 14.5602 - output27_loss: 28.6721 - output28_loss: 21.0328 - output29_loss: 27.5631 - output00_mean_squared_error: 12.3970 - output01_mean_squared_error: 13.6775 - output02_mean_squared_error: 21.7712 - output03_mean_squared_error: 32.3367 - output04_mean_squared_error: 26.4288 - output05_mean_squared_error: 18.4595 - output06_mean_squared_error: 20.2867 - output07_mean_squared_error: 22.3572 - output08_mean_squared_error: 14.2123 - output09_mean_squared_error: 19.2111 - output10_mean_squared_error: 19.1102 - output11_mean_squared_error: 20.7652 - output12_mean_squared_error: 16.7066 - output13_mean_squared_error: 25.4981 - output14_mean_squared_error: 18.0723 - output15_mean_squared_error: 28.0242 - output16_mean_squared_error: 20.7513 - output17_mean_squared_error: 21.9302 - output18_mean_squared_error: 14.1528 - output19_mean_squared_error: 10.7950 - output20_mean_squared_error: 12.3324 - output21_mean_squared_error: 29.6742 - output22_mean_squared_error: 22.3304 - output23_mean_squared_error: 15.4096 - output24_mean_squared_error: 21.5124 - output25_mean_squared_error: 27.8398 - output26_mean_squared_error: 14.5602 - output27_mean_squared_error: 28.6721 - output28_mean_squared_error: 21.0328 - output29_mean_squared_error: 27.5631 Epoch 1385/2000 121/121 [==============================] - 0s 950us/step - loss: 617.8260 - output00_loss: 12.3969 - output01_loss: 13.6756 - output02_loss: 21.7691 - output03_loss: 32.3355 - output04_loss: 26.4250 - output05_loss: 18.4593 - output06_loss: 20.2829 - output07_loss: 22.3540 - output08_loss: 14.2116 - output09_loss: 19.2106 - output10_loss: 19.1100 - output11_loss: 20.7651 - output12_loss: 16.7059 - output13_loss: 25.4958 - output14_loss: 18.0700 - output15_loss: 28.0215 - output16_loss: 20.7513 - output17_loss: 21.9284 - output18_loss: 14.1527 - output19_loss: 10.7930 - output20_loss: 12.3299 - output21_loss: 29.6731 - output22_loss: 22.3299 - output23_loss: 15.4095 - output24_loss: 21.5116 - output25_loss: 27.8394 - output26_loss: 14.5601 - output27_loss: 28.6710 - output28_loss: 21.0295 - output29_loss: 27.5578 - output00_mean_squared_error: 12.3969 - output01_mean_squared_error: 13.6756 - output02_mean_squared_error: 21.7691 - output03_mean_squared_error: 32.3355 - output04_mean_squared_error: 26.4250 - output05_mean_squared_error: 18.4593 - output06_mean_squared_error: 20.2829 - output07_mean_squared_error: 22.3540 - output08_mean_squared_error: 14.2116 - output09_mean_squared_error: 19.2106 - output10_mean_squared_error: 19.1100 - output11_mean_squared_error: 20.7651 - output12_mean_squared_error: 16.7059 - output13_mean_squared_error: 25.4958 - output14_mean_squared_error: 18.0700 - output15_mean_squared_error: 28.0215 - output16_mean_squared_error: 20.7513 - output17_mean_squared_error: 21.9284 - output18_mean_squared_error: 14.1527 - output19_mean_squared_error: 10.7930 - output20_mean_squared_error: 12.3299 - output21_mean_squared_error: 29.6731 - output22_mean_squared_error: 22.3299 - output23_mean_squared_error: 15.4095 - output24_mean_squared_error: 21.5116 - output25_mean_squared_error: 27.8394 - output26_mean_squared_error: 14.5601 - output27_mean_squared_error: 28.6710 - output28_mean_squared_error: 21.0295 - output29_mean_squared_error: 27.5578 Epoch 1386/2000 121/121 [==============================] - 0s 835us/step - loss: 617.7812 - output00_loss: 12.3969 - output01_loss: 13.6737 - output02_loss: 21.7669 - output03_loss: 32.3343 - output04_loss: 26.4212 - output05_loss: 18.4590 - output06_loss: 20.2791 - output07_loss: 22.3508 - output08_loss: 14.2108 - output09_loss: 19.2101 - output10_loss: 19.1098 - output11_loss: 20.7651 - output12_loss: 16.7052 - output13_loss: 25.4936 - output14_loss: 18.0677 - output15_loss: 28.0188 - output16_loss: 20.7512 - output17_loss: 21.9267 - output18_loss: 14.1526 - output19_loss: 10.7910 - output20_loss: 12.3275 - output21_loss: 29.6720 - output22_loss: 22.3295 - output23_loss: 15.4094 - output24_loss: 21.5107 - output25_loss: 27.8391 - output26_loss: 14.5600 - output27_loss: 28.6698 - output28_loss: 21.0262 - output29_loss: 27.5524 - output00_mean_squared_error: 12.3969 - output01_mean_squared_error: 13.6737 - output02_mean_squared_error: 21.7669 - output03_mean_squared_error: 32.3343 - output04_mean_squared_error: 26.4212 - output05_mean_squared_error: 18.4590 - output06_mean_squared_error: 20.2791 - output07_mean_squared_error: 22.3508 - output08_mean_squared_error: 14.2108 - output09_mean_squared_error: 19.2101 - output10_mean_squared_error: 19.1098 - output11_mean_squared_error: 20.7651 - output12_mean_squared_error: 16.7052 - output13_mean_squared_error: 25.4936 - output14_mean_squared_error: 18.0677 - output15_mean_squared_error: 28.0188 - output16_mean_squared_error: 20.7512 - output17_mean_squared_error: 21.9267 - output18_mean_squared_error: 14.1526 - output19_mean_squared_error: 10.7910 - output20_mean_squared_error: 12.3275 - output21_mean_squared_error: 29.6720 - output22_mean_squared_error: 22.3295 - output23_mean_squared_error: 15.4094 - output24_mean_squared_error: 21.5107 - output25_mean_squared_error: 27.8391 - output26_mean_squared_error: 14.5600 - output27_mean_squared_error: 28.6698 - output28_mean_squared_error: 21.0262 - output29_mean_squared_error: 27.5524 Epoch 1387/2000 121/121 [==============================] - 0s 592us/step - loss: 617.7366 - output00_loss: 12.3968 - output01_loss: 13.6719 - output02_loss: 21.7648 - output03_loss: 32.3332 - output04_loss: 26.4174 - output05_loss: 18.4588 - output06_loss: 20.2753 - output07_loss: 22.3476 - output08_loss: 14.2101 - output09_loss: 19.2095 - output10_loss: 19.1096 - output11_loss: 20.7650 - output12_loss: 16.7045 - output13_loss: 25.4913 - output14_loss: 18.0654 - output15_loss: 28.0161 - output16_loss: 20.7512 - output17_loss: 21.9250 - output18_loss: 14.1524 - output19_loss: 10.7890 - output20_loss: 12.3251 - output21_loss: 29.6710 - output22_loss: 22.3291 - output23_loss: 15.4093 - output24_loss: 21.5098 - output25_loss: 27.8388 - output26_loss: 14.5599 - output27_loss: 28.6687 - output28_loss: 21.0229 - output29_loss: 27.5471 - output00_mean_squared_error: 12.3968 - output01_mean_squared_error: 13.6719 - output02_mean_squared_error: 21.7648 - output03_mean_squared_error: 32.3332 - output04_mean_squared_error: 26.4174 - output05_mean_squared_error: 18.4588 - output06_mean_squared_error: 20.2753 - output07_mean_squared_error: 22.3476 - output08_mean_squared_error: 14.2101 - output09_mean_squared_error: 19.2095 - output10_mean_squared_error: 19.1096 - output11_mean_squared_error: 20.7650 - output12_mean_squared_error: 16.7045 - output13_mean_squared_error: 25.4913 - output14_mean_squared_error: 18.0654 - output15_mean_squared_error: 28.0161 - output16_mean_squared_error: 20.7512 - output17_mean_squared_error: 21.9250 - output18_mean_squared_error: 14.1524 - output19_mean_squared_error: 10.7890 - output20_mean_squared_error: 12.3251 - output21_mean_squared_error: 29.6710 - output22_mean_squared_error: 22.3291 - output23_mean_squared_error: 15.4093 - output24_mean_squared_error: 21.5098 - output25_mean_squared_error: 27.8388 - output26_mean_squared_error: 14.5599 - output27_mean_squared_error: 28.6687 - output28_mean_squared_error: 21.0229 - output29_mean_squared_error: 27.5471 Epoch 1388/2000 121/121 [==============================] - 0s 807us/step - loss: 617.6920 - output00_loss: 12.3968 - output01_loss: 13.6700 - output02_loss: 21.7627 - output03_loss: 32.3320 - output04_loss: 26.4135 - output05_loss: 18.4585 - output06_loss: 20.2715 - output07_loss: 22.3444 - output08_loss: 14.2094 - output09_loss: 19.2090 - output10_loss: 19.1094 - output11_loss: 20.7650 - output12_loss: 16.7038 - output13_loss: 25.4890 - output14_loss: 18.0631 - output15_loss: 28.0134 - output16_loss: 20.7511 - output17_loss: 21.9233 - output18_loss: 14.1523 - output19_loss: 10.7869 - output20_loss: 12.3226 - output21_loss: 29.6699 - output22_loss: 22.3286 - output23_loss: 15.4092 - output24_loss: 21.5090 - output25_loss: 27.8384 - output26_loss: 14.5598 - output27_loss: 28.6676 - output28_loss: 21.0196 - output29_loss: 27.5418 - output00_mean_squared_error: 12.3968 - output01_mean_squared_error: 13.6700 - output02_mean_squared_error: 21.7627 - output03_mean_squared_error: 32.3320 - output04_mean_squared_error: 26.4135 - output05_mean_squared_error: 18.4585 - output06_mean_squared_error: 20.2715 - output07_mean_squared_error: 22.3444 - output08_mean_squared_error: 14.2094 - output09_mean_squared_error: 19.2090 - output10_mean_squared_error: 19.1094 - output11_mean_squared_error: 20.7650 - output12_mean_squared_error: 16.7038 - output13_mean_squared_error: 25.4890 - output14_mean_squared_error: 18.0631 - output15_mean_squared_error: 28.0134 - output16_mean_squared_error: 20.7511 - output17_mean_squared_error: 21.9233 - output18_mean_squared_error: 14.1523 - output19_mean_squared_error: 10.7869 - output20_mean_squared_error: 12.3226 - output21_mean_squared_error: 29.6699 - output22_mean_squared_error: 22.3286 - output23_mean_squared_error: 15.4092 - output24_mean_squared_error: 21.5090 - output25_mean_squared_error: 27.8384 - output26_mean_squared_error: 14.5598 - output27_mean_squared_error: 28.6676 - output28_mean_squared_error: 21.0196 - output29_mean_squared_error: 27.5418 Epoch 1389/2000 121/121 [==============================] - 0s 702us/step - loss: 617.6475 - output00_loss: 12.3967 - output01_loss: 13.6682 - output02_loss: 21.7606 - output03_loss: 32.3309 - output04_loss: 26.4097 - output05_loss: 18.4583 - output06_loss: 20.2677 - output07_loss: 22.3413 - output08_loss: 14.2086 - output09_loss: 19.2085 - output10_loss: 19.1093 - output11_loss: 20.7649 - output12_loss: 16.7031 - output13_loss: 25.4868 - output14_loss: 18.0609 - output15_loss: 28.0107 - output16_loss: 20.7510 - output17_loss: 21.9216 - output18_loss: 14.1522 - output19_loss: 10.7849 - output20_loss: 12.3202 - output21_loss: 29.6688 - output22_loss: 22.3282 - output23_loss: 15.4091 - output24_loss: 21.5081 - output25_loss: 27.8381 - output26_loss: 14.5597 - output27_loss: 28.6665 - output28_loss: 21.0163 - output29_loss: 27.5365 - output00_mean_squared_error: 12.3967 - output01_mean_squared_error: 13.6682 - output02_mean_squared_error: 21.7606 - output03_mean_squared_error: 32.3309 - output04_mean_squared_error: 26.4097 - output05_mean_squared_error: 18.4583 - output06_mean_squared_error: 20.2677 - output07_mean_squared_error: 22.3413 - output08_mean_squared_error: 14.2086 - output09_mean_squared_error: 19.2085 - output10_mean_squared_error: 19.1093 - output11_mean_squared_error: 20.7649 - output12_mean_squared_error: 16.7031 - output13_mean_squared_error: 25.4868 - output14_mean_squared_error: 18.0609 - output15_mean_squared_error: 28.0107 - output16_mean_squared_error: 20.7510 - output17_mean_squared_error: 21.9216 - output18_mean_squared_error: 14.1522 - output19_mean_squared_error: 10.7849 - output20_mean_squared_error: 12.3202 - output21_mean_squared_error: 29.6688 - output22_mean_squared_error: 22.3282 - output23_mean_squared_error: 15.4091 - output24_mean_squared_error: 21.5081 - output25_mean_squared_error: 27.8381 - output26_mean_squared_error: 14.5597 - output27_mean_squared_error: 28.6665 - output28_mean_squared_error: 21.0163 - output29_mean_squared_error: 27.5365 Epoch 1390/2000 121/121 [==============================] - 0s 907us/step - loss: 617.6030 - output00_loss: 12.3967 - output01_loss: 13.6663 - output02_loss: 21.7585 - output03_loss: 32.3297 - output04_loss: 26.4059 - output05_loss: 18.4581 - output06_loss: 20.2639 - output07_loss: 22.3381 - output08_loss: 14.2079 - output09_loss: 19.2080 - output10_loss: 19.1091 - output11_loss: 20.7648 - output12_loss: 16.7024 - output13_loss: 25.4845 - output14_loss: 18.0586 - output15_loss: 28.0081 - output16_loss: 20.7510 - output17_loss: 21.9199 - output18_loss: 14.1521 - output19_loss: 10.7829 - output20_loss: 12.3178 - output21_loss: 29.6678 - output22_loss: 22.3278 - output23_loss: 15.4089 - output24_loss: 21.5072 - output25_loss: 27.8378 - output26_loss: 14.5596 - output27_loss: 28.6653 - output28_loss: 21.0130 - output29_loss: 27.5311 - output00_mean_squared_error: 12.3967 - output01_mean_squared_error: 13.6663 - output02_mean_squared_error: 21.7585 - output03_mean_squared_error: 32.3297 - output04_mean_squared_error: 26.4059 - output05_mean_squared_error: 18.4581 - output06_mean_squared_error: 20.2639 - output07_mean_squared_error: 22.3381 - output08_mean_squared_error: 14.2079 - output09_mean_squared_error: 19.2080 - output10_mean_squared_error: 19.1091 - output11_mean_squared_error: 20.7648 - output12_mean_squared_error: 16.7024 - output13_mean_squared_error: 25.4845 - output14_mean_squared_error: 18.0586 - output15_mean_squared_error: 28.0081 - output16_mean_squared_error: 20.7510 - output17_mean_squared_error: 21.9199 - output18_mean_squared_error: 14.1521 - output19_mean_squared_error: 10.7829 - output20_mean_squared_error: 12.3178 - output21_mean_squared_error: 29.6678 - output22_mean_squared_error: 22.3278 - output23_mean_squared_error: 15.4089 - output24_mean_squared_error: 21.5072 - output25_mean_squared_error: 27.8378 - output26_mean_squared_error: 14.5596 - output27_mean_squared_error: 28.6653 - output28_mean_squared_error: 21.0130 - output29_mean_squared_error: 27.5311 Epoch 1391/2000 121/121 [==============================] - 0s 1ms/step - loss: 617.5587 - output00_loss: 12.3966 - output01_loss: 13.6645 - output02_loss: 21.7564 - output03_loss: 32.3286 - output04_loss: 26.4021 - output05_loss: 18.4578 - output06_loss: 20.2602 - output07_loss: 22.3349 - output08_loss: 14.2071 - output09_loss: 19.2075 - output10_loss: 19.1089 - output11_loss: 20.7648 - output12_loss: 16.7017 - output13_loss: 25.4823 - output14_loss: 18.0564 - output15_loss: 28.0054 - output16_loss: 20.7509 - output17_loss: 21.9182 - output18_loss: 14.1520 - output19_loss: 10.7809 - output20_loss: 12.3154 - output21_loss: 29.6667 - output22_loss: 22.3274 - output23_loss: 15.4088 - output24_loss: 21.5064 - output25_loss: 27.8374 - output26_loss: 14.5596 - output27_loss: 28.6642 - output28_loss: 21.0097 - output29_loss: 27.5258 - output00_mean_squared_error: 12.3966 - output01_mean_squared_error: 13.6645 - output02_mean_squared_error: 21.7564 - output03_mean_squared_error: 32.3286 - output04_mean_squared_error: 26.4021 - output05_mean_squared_error: 18.4578 - output06_mean_squared_error: 20.2602 - output07_mean_squared_error: 22.3349 - output08_mean_squared_error: 14.2071 - output09_mean_squared_error: 19.2075 - output10_mean_squared_error: 19.1089 - output11_mean_squared_error: 20.7648 - output12_mean_squared_error: 16.7017 - output13_mean_squared_error: 25.4823 - output14_mean_squared_error: 18.0564 - output15_mean_squared_error: 28.0054 - output16_mean_squared_error: 20.7509 - output17_mean_squared_error: 21.9182 - output18_mean_squared_error: 14.1520 - output19_mean_squared_error: 10.7809 - output20_mean_squared_error: 12.3154 - output21_mean_squared_error: 29.6667 - output22_mean_squared_error: 22.3274 - output23_mean_squared_error: 15.4088 - output24_mean_squared_error: 21.5064 - output25_mean_squared_error: 27.8374 - output26_mean_squared_error: 14.5596 - output27_mean_squared_error: 28.6642 - output28_mean_squared_error: 21.0097 - output29_mean_squared_error: 27.5258 Epoch 1392/2000 121/121 [==============================] - 0s 830us/step - loss: 617.5145 - output00_loss: 12.3966 - output01_loss: 13.6626 - output02_loss: 21.7544 - output03_loss: 32.3275 - output04_loss: 26.3983 - output05_loss: 18.4576 - output06_loss: 20.2564 - output07_loss: 22.3318 - output08_loss: 14.2064 - output09_loss: 19.2069 - output10_loss: 19.1087 - output11_loss: 20.7647 - output12_loss: 16.7010 - output13_loss: 25.4801 - output14_loss: 18.0541 - output15_loss: 28.0027 - output16_loss: 20.7509 - output17_loss: 21.9165 - output18_loss: 14.1519 - output19_loss: 10.7789 - output20_loss: 12.3130 - output21_loss: 29.6657 - output22_loss: 22.3269 - output23_loss: 15.4087 - output24_loss: 21.5055 - output25_loss: 27.8371 - output26_loss: 14.5595 - output27_loss: 28.6631 - output28_loss: 21.0064 - output29_loss: 27.5205 - output00_mean_squared_error: 12.3966 - output01_mean_squared_error: 13.6626 - output02_mean_squared_error: 21.7544 - output03_mean_squared_error: 32.3275 - output04_mean_squared_error: 26.3983 - output05_mean_squared_error: 18.4576 - output06_mean_squared_error: 20.2564 - output07_mean_squared_error: 22.3318 - output08_mean_squared_error: 14.2064 - output09_mean_squared_error: 19.2069 - output10_mean_squared_error: 19.1087 - output11_mean_squared_error: 20.7647 - output12_mean_squared_error: 16.7010 - output13_mean_squared_error: 25.4801 - output14_mean_squared_error: 18.0541 - output15_mean_squared_error: 28.0027 - output16_mean_squared_error: 20.7509 - output17_mean_squared_error: 21.9165 - output18_mean_squared_error: 14.1519 - output19_mean_squared_error: 10.7789 - output20_mean_squared_error: 12.3130 - output21_mean_squared_error: 29.6657 - output22_mean_squared_error: 22.3269 - output23_mean_squared_error: 15.4087 - output24_mean_squared_error: 21.5055 - output25_mean_squared_error: 27.8371 - output26_mean_squared_error: 14.5595 - output27_mean_squared_error: 28.6631 - output28_mean_squared_error: 21.0064 - output29_mean_squared_error: 27.5205 Epoch 1393/2000 121/121 [==============================] - 0s 998us/step - loss: 617.4702 - output00_loss: 12.3965 - output01_loss: 13.6608 - output02_loss: 21.7523 - output03_loss: 32.3263 - output04_loss: 26.3945 - output05_loss: 18.4573 - output06_loss: 20.2526 - output07_loss: 22.3286 - output08_loss: 14.2057 - output09_loss: 19.2064 - output10_loss: 19.1086 - output11_loss: 20.7647 - output12_loss: 16.7004 - output13_loss: 25.4778 - output14_loss: 18.0518 - output15_loss: 28.0001 - output16_loss: 20.7508 - output17_loss: 21.9148 - output18_loss: 14.1518 - output19_loss: 10.7769 - output20_loss: 12.3106 - output21_loss: 29.6646 - output22_loss: 22.3265 - output23_loss: 15.4086 - output24_loss: 21.5047 - output25_loss: 27.8368 - output26_loss: 14.5594 - output27_loss: 28.6620 - output28_loss: 21.0031 - output29_loss: 27.5153 - output00_mean_squared_error: 12.3965 - output01_mean_squared_error: 13.6608 - output02_mean_squared_error: 21.7523 - output03_mean_squared_error: 32.3263 - output04_mean_squared_error: 26.3945 - output05_mean_squared_error: 18.4573 - output06_mean_squared_error: 20.2526 - output07_mean_squared_error: 22.3286 - output08_mean_squared_error: 14.2057 - output09_mean_squared_error: 19.2064 - output10_mean_squared_error: 19.1086 - output11_mean_squared_error: 20.7647 - output12_mean_squared_error: 16.7004 - output13_mean_squared_error: 25.4778 - output14_mean_squared_error: 18.0518 - output15_mean_squared_error: 28.0001 - output16_mean_squared_error: 20.7508 - output17_mean_squared_error: 21.9148 - output18_mean_squared_error: 14.1518 - output19_mean_squared_error: 10.7769 - output20_mean_squared_error: 12.3106 - output21_mean_squared_error: 29.6646 - output22_mean_squared_error: 22.3265 - output23_mean_squared_error: 15.4086 - output24_mean_squared_error: 21.5047 - output25_mean_squared_error: 27.8368 - output26_mean_squared_error: 14.5594 - output27_mean_squared_error: 28.6620 - output28_mean_squared_error: 21.0031 - output29_mean_squared_error: 27.5153 Epoch 1394/2000 121/121 [==============================] - 0s 599us/step - loss: 617.4262 - output00_loss: 12.3965 - output01_loss: 13.6589 - output02_loss: 21.7502 - output03_loss: 32.3252 - output04_loss: 26.3908 - output05_loss: 18.4571 - output06_loss: 20.2489 - output07_loss: 22.3255 - output08_loss: 14.2049 - output09_loss: 19.2059 - output10_loss: 19.1084 - output11_loss: 20.7646 - output12_loss: 16.6997 - output13_loss: 25.4756 - output14_loss: 18.0496 - output15_loss: 27.9974 - output16_loss: 20.7508 - output17_loss: 21.9132 - output18_loss: 14.1516 - output19_loss: 10.7748 - output20_loss: 12.3082 - output21_loss: 29.6636 - output22_loss: 22.3261 - output23_loss: 15.4085 - output24_loss: 21.5038 - output25_loss: 27.8365 - output26_loss: 14.5593 - output27_loss: 28.6609 - output28_loss: 20.9999 - output29_loss: 27.5100 - output00_mean_squared_error: 12.3965 - output01_mean_squared_error: 13.6589 - output02_mean_squared_error: 21.7502 - output03_mean_squared_error: 32.3252 - output04_mean_squared_error: 26.3908 - output05_mean_squared_error: 18.4571 - output06_mean_squared_error: 20.2489 - output07_mean_squared_error: 22.3255 - output08_mean_squared_error: 14.2049 - output09_mean_squared_error: 19.2059 - output10_mean_squared_error: 19.1084 - output11_mean_squared_error: 20.7646 - output12_mean_squared_error: 16.6997 - output13_mean_squared_error: 25.4756 - output14_mean_squared_error: 18.0496 - output15_mean_squared_error: 27.9974 - output16_mean_squared_error: 20.7508 - output17_mean_squared_error: 21.9132 - output18_mean_squared_error: 14.1516 - output19_mean_squared_error: 10.7748 - output20_mean_squared_error: 12.3082 - output21_mean_squared_error: 29.6636 - output22_mean_squared_error: 22.3261 - output23_mean_squared_error: 15.4085 - output24_mean_squared_error: 21.5038 - output25_mean_squared_error: 27.8365 - output26_mean_squared_error: 14.5593 - output27_mean_squared_error: 28.6609 - output28_mean_squared_error: 20.9999 - output29_mean_squared_error: 27.5100 Epoch 1395/2000 121/121 [==============================] - 0s 1ms/step - loss: 617.3821 - output00_loss: 12.3964 - output01_loss: 13.6571 - output02_loss: 21.7481 - output03_loss: 32.3241 - output04_loss: 26.3870 - output05_loss: 18.4568 - output06_loss: 20.2452 - output07_loss: 22.3224 - output08_loss: 14.2042 - output09_loss: 19.2054 - output10_loss: 19.1082 - output11_loss: 20.7646 - output12_loss: 16.6990 - output13_loss: 25.4734 - output14_loss: 18.0474 - output15_loss: 27.9948 - output16_loss: 20.7507 - output17_loss: 21.9115 - output18_loss: 14.1515 - output19_loss: 10.7728 - output20_loss: 12.3058 - output21_loss: 29.6625 - output22_loss: 22.3257 - output23_loss: 15.4084 - output24_loss: 21.5030 - output25_loss: 27.8361 - output26_loss: 14.5592 - output27_loss: 28.6598 - output28_loss: 20.9966 - output29_loss: 27.5047 - output00_mean_squared_error: 12.3964 - output01_mean_squared_error: 13.6571 - output02_mean_squared_error: 21.7481 - output03_mean_squared_error: 32.3241 - output04_mean_squared_error: 26.3870 - output05_mean_squared_error: 18.4568 - output06_mean_squared_error: 20.2452 - output07_mean_squared_error: 22.3224 - output08_mean_squared_error: 14.2042 - output09_mean_squared_error: 19.2054 - output10_mean_squared_error: 19.1082 - output11_mean_squared_error: 20.7646 - output12_mean_squared_error: 16.6990 - output13_mean_squared_error: 25.4734 - output14_mean_squared_error: 18.0474 - output15_mean_squared_error: 27.9948 - output16_mean_squared_error: 20.7507 - output17_mean_squared_error: 21.9115 - output18_mean_squared_error: 14.1515 - output19_mean_squared_error: 10.7728 - output20_mean_squared_error: 12.3058 - output21_mean_squared_error: 29.6625 - output22_mean_squared_error: 22.3257 - output23_mean_squared_error: 15.4084 - output24_mean_squared_error: 21.5030 - output25_mean_squared_error: 27.8361 - output26_mean_squared_error: 14.5592 - output27_mean_squared_error: 28.6598 - output28_mean_squared_error: 20.9966 - output29_mean_squared_error: 27.5047 Epoch 1396/2000 121/121 [==============================] - 0s 896us/step - loss: 617.3383 - output00_loss: 12.3963 - output01_loss: 13.6553 - output02_loss: 21.7461 - output03_loss: 32.3230 - output04_loss: 26.3832 - output05_loss: 18.4566 - output06_loss: 20.2414 - output07_loss: 22.3192 - output08_loss: 14.2035 - output09_loss: 19.2049 - output10_loss: 19.1080 - output11_loss: 20.7645 - output12_loss: 16.6983 - output13_loss: 25.4711 - output14_loss: 18.0451 - output15_loss: 27.9921 - output16_loss: 20.7507 - output17_loss: 21.9098 - output18_loss: 14.1514 - output19_loss: 10.7708 - output20_loss: 12.3034 - output21_loss: 29.6615 - output22_loss: 22.3253 - output23_loss: 15.4083 - output24_loss: 21.5021 - output25_loss: 27.8358 - output26_loss: 14.5591 - output27_loss: 28.6587 - output28_loss: 20.9933 - output29_loss: 27.4994 - output00_mean_squared_error: 12.3963 - output01_mean_squared_error: 13.6553 - output02_mean_squared_error: 21.7461 - output03_mean_squared_error: 32.3230 - output04_mean_squared_error: 26.3832 - output05_mean_squared_error: 18.4566 - output06_mean_squared_error: 20.2414 - output07_mean_squared_error: 22.3192 - output08_mean_squared_error: 14.2035 - output09_mean_squared_error: 19.2049 - output10_mean_squared_error: 19.1080 - output11_mean_squared_error: 20.7645 - output12_mean_squared_error: 16.6983 - output13_mean_squared_error: 25.4711 - output14_mean_squared_error: 18.0451 - output15_mean_squared_error: 27.9921 - output16_mean_squared_error: 20.7507 - output17_mean_squared_error: 21.9098 - output18_mean_squared_error: 14.1514 - output19_mean_squared_error: 10.7708 - output20_mean_squared_error: 12.3034 - output21_mean_squared_error: 29.6615 - output22_mean_squared_error: 22.3253 - output23_mean_squared_error: 15.4083 - output24_mean_squared_error: 21.5021 - output25_mean_squared_error: 27.8358 - output26_mean_squared_error: 14.5591 - output27_mean_squared_error: 28.6587 - output28_mean_squared_error: 20.9933 - output29_mean_squared_error: 27.4994 Epoch 1397/2000 121/121 [==============================] - 0s 926us/step - loss: 617.2945 - output00_loss: 12.3963 - output01_loss: 13.6534 - output02_loss: 21.7440 - output03_loss: 32.3218 - output04_loss: 26.3794 - output05_loss: 18.4564 - output06_loss: 20.2377 - output07_loss: 22.3161 - output08_loss: 14.2028 - output09_loss: 19.2044 - output10_loss: 19.1079 - output11_loss: 20.7645 - output12_loss: 16.6977 - output13_loss: 25.4689 - output14_loss: 18.0429 - output15_loss: 27.9895 - output16_loss: 20.7506 - output17_loss: 21.9081 - output18_loss: 14.1513 - output19_loss: 10.7688 - output20_loss: 12.3010 - output21_loss: 29.6605 - output22_loss: 22.3248 - output23_loss: 15.4081 - output24_loss: 21.5013 - output25_loss: 27.8355 - output26_loss: 14.5590 - output27_loss: 28.6576 - output28_loss: 20.9901 - output29_loss: 27.4942 - output00_mean_squared_error: 12.3963 - output01_mean_squared_error: 13.6534 - output02_mean_squared_error: 21.7440 - output03_mean_squared_error: 32.3218 - output04_mean_squared_error: 26.3794 - output05_mean_squared_error: 18.4564 - output06_mean_squared_error: 20.2377 - output07_mean_squared_error: 22.3161 - output08_mean_squared_error: 14.2028 - output09_mean_squared_error: 19.2044 - output10_mean_squared_error: 19.1079 - output11_mean_squared_error: 20.7645 - output12_mean_squared_error: 16.6977 - output13_mean_squared_error: 25.4689 - output14_mean_squared_error: 18.0429 - output15_mean_squared_error: 27.9895 - output16_mean_squared_error: 20.7506 - output17_mean_squared_error: 21.9081 - output18_mean_squared_error: 14.1513 - output19_mean_squared_error: 10.7688 - output20_mean_squared_error: 12.3010 - output21_mean_squared_error: 29.6605 - output22_mean_squared_error: 22.3248 - output23_mean_squared_error: 15.4081 - output24_mean_squared_error: 21.5013 - output25_mean_squared_error: 27.8355 - output26_mean_squared_error: 14.5590 - output27_mean_squared_error: 28.6576 - output28_mean_squared_error: 20.9901 - output29_mean_squared_error: 27.4942 Epoch 1398/2000 121/121 [==============================] - 0s 613us/step - loss: 617.2509 - output00_loss: 12.3962 - output01_loss: 13.6516 - output02_loss: 21.7419 - output03_loss: 32.3207 - output04_loss: 26.3757 - output05_loss: 18.4561 - output06_loss: 20.2340 - output07_loss: 22.3130 - output08_loss: 14.2020 - output09_loss: 19.2039 - output10_loss: 19.1077 - output11_loss: 20.7644 - output12_loss: 16.6970 - output13_loss: 25.4667 - output14_loss: 18.0407 - output15_loss: 27.9868 - output16_loss: 20.7505 - output17_loss: 21.9065 - output18_loss: 14.1512 - output19_loss: 10.7668 - output20_loss: 12.2986 - output21_loss: 29.6594 - output22_loss: 22.3244 - output23_loss: 15.4080 - output24_loss: 21.5004 - output25_loss: 27.8352 - output26_loss: 14.5589 - output27_loss: 28.6565 - output28_loss: 20.9868 - output29_loss: 27.4889 - output00_mean_squared_error: 12.3962 - output01_mean_squared_error: 13.6516 - output02_mean_squared_error: 21.7419 - output03_mean_squared_error: 32.3207 - output04_mean_squared_error: 26.3757 - output05_mean_squared_error: 18.4561 - output06_mean_squared_error: 20.2340 - output07_mean_squared_error: 22.3130 - output08_mean_squared_error: 14.2020 - output09_mean_squared_error: 19.2039 - output10_mean_squared_error: 19.1077 - output11_mean_squared_error: 20.7644 - output12_mean_squared_error: 16.6970 - output13_mean_squared_error: 25.4667 - output14_mean_squared_error: 18.0407 - output15_mean_squared_error: 27.9868 - output16_mean_squared_error: 20.7505 - output17_mean_squared_error: 21.9065 - output18_mean_squared_error: 14.1512 - output19_mean_squared_error: 10.7668 - output20_mean_squared_error: 12.2986 - output21_mean_squared_error: 29.6594 - output22_mean_squared_error: 22.3244 - output23_mean_squared_error: 15.4080 - output24_mean_squared_error: 21.5004 - output25_mean_squared_error: 27.8352 - output26_mean_squared_error: 14.5589 - output27_mean_squared_error: 28.6565 - output28_mean_squared_error: 20.9868 - output29_mean_squared_error: 27.4889 Epoch 1399/2000 121/121 [==============================] - 0s 843us/step - loss: 617.2072 - output00_loss: 12.3962 - output01_loss: 13.6498 - output02_loss: 21.7399 - output03_loss: 32.3196 - output04_loss: 26.3719 - output05_loss: 18.4559 - output06_loss: 20.2303 - output07_loss: 22.3099 - output08_loss: 14.2013 - output09_loss: 19.2034 - output10_loss: 19.1075 - output11_loss: 20.7643 - output12_loss: 16.6963 - output13_loss: 25.4645 - output14_loss: 18.0384 - output15_loss: 27.9842 - output16_loss: 20.7505 - output17_loss: 21.9048 - output18_loss: 14.1511 - output19_loss: 10.7648 - output20_loss: 12.2963 - output21_loss: 29.6584 - output22_loss: 22.3240 - output23_loss: 15.4079 - output24_loss: 21.4996 - output25_loss: 27.8349 - output26_loss: 14.5588 - output27_loss: 28.6554 - output28_loss: 20.9835 - output29_loss: 27.4837 - output00_mean_squared_error: 12.3962 - output01_mean_squared_error: 13.6498 - output02_mean_squared_error: 21.7399 - output03_mean_squared_error: 32.3196 - output04_mean_squared_error: 26.3719 - output05_mean_squared_error: 18.4559 - output06_mean_squared_error: 20.2303 - output07_mean_squared_error: 22.3099 - output08_mean_squared_error: 14.2013 - output09_mean_squared_error: 19.2034 - output10_mean_squared_error: 19.1075 - output11_mean_squared_error: 20.7643 - output12_mean_squared_error: 16.6963 - output13_mean_squared_error: 25.4645 - output14_mean_squared_error: 18.0384 - output15_mean_squared_error: 27.9842 - output16_mean_squared_error: 20.7505 - output17_mean_squared_error: 21.9048 - output18_mean_squared_error: 14.1511 - output19_mean_squared_error: 10.7648 - output20_mean_squared_error: 12.2963 - output21_mean_squared_error: 29.6584 - output22_mean_squared_error: 22.3240 - output23_mean_squared_error: 15.4079 - output24_mean_squared_error: 21.4996 - output25_mean_squared_error: 27.8349 - output26_mean_squared_error: 14.5588 - output27_mean_squared_error: 28.6554 - output28_mean_squared_error: 20.9835 - output29_mean_squared_error: 27.4837 Epoch 1400/2000 121/121 [==============================] - 0s 873us/step - loss: 617.1636 - output00_loss: 12.3961 - output01_loss: 13.6479 - output02_loss: 21.7378 - output03_loss: 32.3185 - output04_loss: 26.3682 - output05_loss: 18.4557 - output06_loss: 20.2265 - output07_loss: 22.3068 - output08_loss: 14.2006 - output09_loss: 19.2029 - output10_loss: 19.1074 - output11_loss: 20.7643 - output12_loss: 16.6957 - output13_loss: 25.4623 - output14_loss: 18.0362 - output15_loss: 27.9816 - output16_loss: 20.7504 - output17_loss: 21.9031 - output18_loss: 14.1510 - output19_loss: 10.7628 - output20_loss: 12.2939 - output21_loss: 29.6574 - output22_loss: 22.3236 - output23_loss: 15.4078 - output24_loss: 21.4988 - output25_loss: 27.8346 - output26_loss: 14.5587 - output27_loss: 28.6544 - output28_loss: 20.9803 - output29_loss: 27.4784 - output00_mean_squared_error: 12.3961 - output01_mean_squared_error: 13.6479 - output02_mean_squared_error: 21.7378 - output03_mean_squared_error: 32.3185 - output04_mean_squared_error: 26.3682 - output05_mean_squared_error: 18.4557 - output06_mean_squared_error: 20.2265 - output07_mean_squared_error: 22.3068 - output08_mean_squared_error: 14.2006 - output09_mean_squared_error: 19.2029 - output10_mean_squared_error: 19.1074 - output11_mean_squared_error: 20.7643 - output12_mean_squared_error: 16.6957 - output13_mean_squared_error: 25.4623 - output14_mean_squared_error: 18.0362 - output15_mean_squared_error: 27.9816 - output16_mean_squared_error: 20.7504 - output17_mean_squared_error: 21.9031 - output18_mean_squared_error: 14.1510 - output19_mean_squared_error: 10.7628 - output20_mean_squared_error: 12.2939 - output21_mean_squared_error: 29.6574 - output22_mean_squared_error: 22.3236 - output23_mean_squared_error: 15.4078 - output24_mean_squared_error: 21.4988 - output25_mean_squared_error: 27.8346 - output26_mean_squared_error: 14.5587 - output27_mean_squared_error: 28.6544 - output28_mean_squared_error: 20.9803 - output29_mean_squared_error: 27.4784 Epoch 1401/2000 121/121 [==============================] - 0s 598us/step - loss: 617.1201 - output00_loss: 12.3961 - output01_loss: 13.6461 - output02_loss: 21.7358 - output03_loss: 32.3174 - output04_loss: 26.3645 - output05_loss: 18.4554 - output06_loss: 20.2228 - output07_loss: 22.3037 - output08_loss: 14.1999 - output09_loss: 19.2024 - output10_loss: 19.1072 - output11_loss: 20.7642 - output12_loss: 16.6950 - output13_loss: 25.4601 - output14_loss: 18.0340 - output15_loss: 27.9789 - output16_loss: 20.7504 - output17_loss: 21.9015 - output18_loss: 14.1509 - output19_loss: 10.7608 - output20_loss: 12.2915 - output21_loss: 29.6563 - output22_loss: 22.3232 - output23_loss: 15.4077 - output24_loss: 21.4979 - output25_loss: 27.8342 - output26_loss: 14.5586 - output27_loss: 28.6533 - output28_loss: 20.9771 - output29_loss: 27.4732 - output00_mean_squared_error: 12.3961 - output01_mean_squared_error: 13.6461 - output02_mean_squared_error: 21.7358 - output03_mean_squared_error: 32.3174 - output04_mean_squared_error: 26.3645 - output05_mean_squared_error: 18.4554 - output06_mean_squared_error: 20.2228 - output07_mean_squared_error: 22.3037 - output08_mean_squared_error: 14.1999 - output09_mean_squared_error: 19.2024 - output10_mean_squared_error: 19.1072 - output11_mean_squared_error: 20.7642 - output12_mean_squared_error: 16.6950 - output13_mean_squared_error: 25.4601 - output14_mean_squared_error: 18.0340 - output15_mean_squared_error: 27.9789 - output16_mean_squared_error: 20.7504 - output17_mean_squared_error: 21.9015 - output18_mean_squared_error: 14.1509 - output19_mean_squared_error: 10.7608 - output20_mean_squared_error: 12.2915 - output21_mean_squared_error: 29.6563 - output22_mean_squared_error: 22.3232 - output23_mean_squared_error: 15.4077 - output24_mean_squared_error: 21.4979 - output25_mean_squared_error: 27.8342 - output26_mean_squared_error: 14.5586 - output27_mean_squared_error: 28.6533 - output28_mean_squared_error: 20.9771 - output29_mean_squared_error: 27.4732 Epoch 1402/2000 121/121 [==============================] - 0s 1ms/step - loss: 617.0767 - output00_loss: 12.3960 - output01_loss: 13.6443 - output02_loss: 21.7337 - output03_loss: 32.3163 - output04_loss: 26.3607 - output05_loss: 18.4552 - output06_loss: 20.2191 - output07_loss: 22.3006 - output08_loss: 14.1992 - output09_loss: 19.2019 - output10_loss: 19.1070 - output11_loss: 20.7642 - output12_loss: 16.6943 - output13_loss: 25.4579 - output14_loss: 18.0318 - output15_loss: 27.9763 - output16_loss: 20.7503 - output17_loss: 21.8998 - output18_loss: 14.1508 - output19_loss: 10.7588 - output20_loss: 12.2892 - output21_loss: 29.6553 - output22_loss: 22.3228 - output23_loss: 15.4076 - output24_loss: 21.4971 - output25_loss: 27.8339 - output26_loss: 14.5585 - output27_loss: 28.6522 - output28_loss: 20.9738 - output29_loss: 27.4680 - output00_mean_squared_error: 12.3960 - output01_mean_squared_error: 13.6443 - output02_mean_squared_error: 21.7337 - output03_mean_squared_error: 32.3163 - output04_mean_squared_error: 26.3607 - output05_mean_squared_error: 18.4552 - output06_mean_squared_error: 20.2191 - output07_mean_squared_error: 22.3006 - output08_mean_squared_error: 14.1992 - output09_mean_squared_error: 19.2019 - output10_mean_squared_error: 19.1070 - output11_mean_squared_error: 20.7642 - output12_mean_squared_error: 16.6943 - output13_mean_squared_error: 25.4579 - output14_mean_squared_error: 18.0318 - output15_mean_squared_error: 27.9763 - output16_mean_squared_error: 20.7503 - output17_mean_squared_error: 21.8998 - output18_mean_squared_error: 14.1508 - output19_mean_squared_error: 10.7588 - output20_mean_squared_error: 12.2892 - output21_mean_squared_error: 29.6553 - output22_mean_squared_error: 22.3228 - output23_mean_squared_error: 15.4076 - output24_mean_squared_error: 21.4971 - output25_mean_squared_error: 27.8339 - output26_mean_squared_error: 14.5585 - output27_mean_squared_error: 28.6522 - output28_mean_squared_error: 20.9738 - output29_mean_squared_error: 27.4680 Epoch 1403/2000 121/121 [==============================] - 0s 816us/step - loss: 617.0333 - output00_loss: 12.3960 - output01_loss: 13.6425 - output02_loss: 21.7317 - output03_loss: 32.3152 - output04_loss: 26.3570 - output05_loss: 18.4550 - output06_loss: 20.2154 - output07_loss: 22.2975 - output08_loss: 14.1984 - output09_loss: 19.2014 - output10_loss: 19.1068 - output11_loss: 20.7641 - output12_loss: 16.6937 - output13_loss: 25.4557 - output14_loss: 18.0296 - output15_loss: 27.9737 - output16_loss: 20.7503 - output17_loss: 21.8982 - output18_loss: 14.1507 - output19_loss: 10.7568 - output20_loss: 12.2868 - output21_loss: 29.6543 - output22_loss: 22.3224 - output23_loss: 15.4075 - output24_loss: 21.4963 - output25_loss: 27.8336 - output26_loss: 14.5584 - output27_loss: 28.6511 - output28_loss: 20.9706 - output29_loss: 27.4628 - output00_mean_squared_error: 12.3960 - output01_mean_squared_error: 13.6425 - output02_mean_squared_error: 21.7317 - output03_mean_squared_error: 32.3152 - output04_mean_squared_error: 26.3570 - output05_mean_squared_error: 18.4550 - output06_mean_squared_error: 20.2154 - output07_mean_squared_error: 22.2975 - output08_mean_squared_error: 14.1984 - output09_mean_squared_error: 19.2014 - output10_mean_squared_error: 19.1068 - output11_mean_squared_error: 20.7641 - output12_mean_squared_error: 16.6937 - output13_mean_squared_error: 25.4557 - output14_mean_squared_error: 18.0296 - output15_mean_squared_error: 27.9737 - output16_mean_squared_error: 20.7503 - output17_mean_squared_error: 21.8982 - output18_mean_squared_error: 14.1507 - output19_mean_squared_error: 10.7568 - output20_mean_squared_error: 12.2868 - output21_mean_squared_error: 29.6543 - output22_mean_squared_error: 22.3224 - output23_mean_squared_error: 15.4075 - output24_mean_squared_error: 21.4963 - output25_mean_squared_error: 27.8336 - output26_mean_squared_error: 14.5584 - output27_mean_squared_error: 28.6511 - output28_mean_squared_error: 20.9706 - output29_mean_squared_error: 27.4628 Epoch 1404/2000 121/121 [==============================] - 0s 714us/step - loss: 616.9903 - output00_loss: 12.3959 - output01_loss: 13.6407 - output02_loss: 21.7296 - output03_loss: 32.3141 - output04_loss: 26.3533 - output05_loss: 18.4547 - output06_loss: 20.2118 - output07_loss: 22.2944 - output08_loss: 14.1977 - output09_loss: 19.2009 - output10_loss: 19.1067 - output11_loss: 20.7641 - output12_loss: 16.6930 - output13_loss: 25.4535 - output14_loss: 18.0274 - output15_loss: 27.9711 - output16_loss: 20.7502 - output17_loss: 21.8965 - output18_loss: 14.1505 - output19_loss: 10.7549 - output20_loss: 12.2844 - output21_loss: 29.6532 - output22_loss: 22.3220 - output23_loss: 15.4074 - output24_loss: 21.4955 - output25_loss: 27.8333 - output26_loss: 14.5583 - output27_loss: 28.6500 - output28_loss: 20.9674 - output29_loss: 27.4576 - output00_mean_squared_error: 12.3959 - output01_mean_squared_error: 13.6407 - output02_mean_squared_error: 21.7296 - output03_mean_squared_error: 32.3141 - output04_mean_squared_error: 26.3533 - output05_mean_squared_error: 18.4547 - output06_mean_squared_error: 20.2118 - output07_mean_squared_error: 22.2944 - output08_mean_squared_error: 14.1977 - output09_mean_squared_error: 19.2009 - output10_mean_squared_error: 19.1067 - output11_mean_squared_error: 20.7641 - output12_mean_squared_error: 16.6930 - output13_mean_squared_error: 25.4535 - output14_mean_squared_error: 18.0274 - output15_mean_squared_error: 27.9711 - output16_mean_squared_error: 20.7502 - output17_mean_squared_error: 21.8965 - output18_mean_squared_error: 14.1505 - output19_mean_squared_error: 10.7549 - output20_mean_squared_error: 12.2844 - output21_mean_squared_error: 29.6532 - output22_mean_squared_error: 22.3220 - output23_mean_squared_error: 15.4074 - output24_mean_squared_error: 21.4955 - output25_mean_squared_error: 27.8333 - output26_mean_squared_error: 14.5583 - output27_mean_squared_error: 28.6500 - output28_mean_squared_error: 20.9674 - output29_mean_squared_error: 27.4576 Epoch 1405/2000 121/121 [==============================] - 0s 2ms/step - loss: 616.9470 - output00_loss: 12.3959 - output01_loss: 13.6389 - output02_loss: 21.7276 - output03_loss: 32.3130 - output04_loss: 26.3496 - output05_loss: 18.4545 - output06_loss: 20.2081 - output07_loss: 22.2913 - output08_loss: 14.1970 - output09_loss: 19.2004 - output10_loss: 19.1065 - output11_loss: 20.7640 - output12_loss: 16.6924 - output13_loss: 25.4513 - output14_loss: 18.0252 - output15_loss: 27.9685 - output16_loss: 20.7502 - output17_loss: 21.8949 - output18_loss: 14.1504 - output19_loss: 10.7529 - output20_loss: 12.2821 - output21_loss: 29.6522 - output22_loss: 22.3216 - output23_loss: 15.4073 - output24_loss: 21.4946 - output25_loss: 27.8330 - output26_loss: 14.5582 - output27_loss: 28.6490 - output28_loss: 20.9642 - output29_loss: 27.4524 - output00_mean_squared_error: 12.3959 - output01_mean_squared_error: 13.6389 - output02_mean_squared_error: 21.7276 - output03_mean_squared_error: 32.3130 - output04_mean_squared_error: 26.3496 - output05_mean_squared_error: 18.4545 - output06_mean_squared_error: 20.2081 - output07_mean_squared_error: 22.2913 - output08_mean_squared_error: 14.1970 - output09_mean_squared_error: 19.2004 - output10_mean_squared_error: 19.1065 - output11_mean_squared_error: 20.7640 - output12_mean_squared_error: 16.6924 - output13_mean_squared_error: 25.4513 - output14_mean_squared_error: 18.0252 - output15_mean_squared_error: 27.9685 - output16_mean_squared_error: 20.7502 - output17_mean_squared_error: 21.8949 - output18_mean_squared_error: 14.1504 - output19_mean_squared_error: 10.7529 - output20_mean_squared_error: 12.2821 - output21_mean_squared_error: 29.6522 - output22_mean_squared_error: 22.3216 - output23_mean_squared_error: 15.4073 - output24_mean_squared_error: 21.4946 - output25_mean_squared_error: 27.8330 - output26_mean_squared_error: 14.5582 - output27_mean_squared_error: 28.6490 - output28_mean_squared_error: 20.9642 - output29_mean_squared_error: 27.4524 Epoch 1406/2000 121/121 [==============================] - 0s 926us/step - loss: 616.9039 - output00_loss: 12.3958 - output01_loss: 13.6371 - output02_loss: 21.7256 - output03_loss: 32.3120 - output04_loss: 26.3458 - output05_loss: 18.4543 - output06_loss: 20.2044 - output07_loss: 22.2883 - output08_loss: 14.1963 - output09_loss: 19.1999 - output10_loss: 19.1063 - output11_loss: 20.7640 - output12_loss: 16.6917 - output13_loss: 25.4492 - output14_loss: 18.0230 - output15_loss: 27.9659 - output16_loss: 20.7501 - output17_loss: 21.8932 - output18_loss: 14.1503 - output19_loss: 10.7509 - output20_loss: 12.2798 - output21_loss: 29.6512 - output22_loss: 22.3212 - output23_loss: 15.4072 - output24_loss: 21.4938 - output25_loss: 27.8327 - output26_loss: 14.5581 - output27_loss: 28.6479 - output28_loss: 20.9609 - output29_loss: 27.4472 - output00_mean_squared_error: 12.3958 - output01_mean_squared_error: 13.6371 - output02_mean_squared_error: 21.7256 - output03_mean_squared_error: 32.3120 - output04_mean_squared_error: 26.3458 - output05_mean_squared_error: 18.4543 - output06_mean_squared_error: 20.2044 - output07_mean_squared_error: 22.2883 - output08_mean_squared_error: 14.1963 - output09_mean_squared_error: 19.1999 - output10_mean_squared_error: 19.1063 - output11_mean_squared_error: 20.7640 - output12_mean_squared_error: 16.6917 - output13_mean_squared_error: 25.4492 - output14_mean_squared_error: 18.0230 - output15_mean_squared_error: 27.9659 - output16_mean_squared_error: 20.7501 - output17_mean_squared_error: 21.8932 - output18_mean_squared_error: 14.1503 - output19_mean_squared_error: 10.7509 - output20_mean_squared_error: 12.2798 - output21_mean_squared_error: 29.6512 - output22_mean_squared_error: 22.3212 - output23_mean_squared_error: 15.4072 - output24_mean_squared_error: 21.4938 - output25_mean_squared_error: 27.8327 - output26_mean_squared_error: 14.5581 - output27_mean_squared_error: 28.6479 - output28_mean_squared_error: 20.9609 - output29_mean_squared_error: 27.4472 Epoch 1407/2000 121/121 [==============================] - 0s 1ms/step - loss: 616.8610 - output00_loss: 12.3958 - output01_loss: 13.6353 - output02_loss: 21.7235 - output03_loss: 32.3109 - output04_loss: 26.3421 - output05_loss: 18.4540 - output06_loss: 20.2007 - output07_loss: 22.2852 - output08_loss: 14.1956 - output09_loss: 19.1994 - output10_loss: 19.1062 - output11_loss: 20.7639 - output12_loss: 16.6911 - output13_loss: 25.4470 - output14_loss: 18.0208 - output15_loss: 27.9633 - output16_loss: 20.7501 - output17_loss: 21.8916 - output18_loss: 14.1502 - output19_loss: 10.7489 - output20_loss: 12.2774 - output21_loss: 29.6502 - output22_loss: 22.3208 - output23_loss: 15.4070 - output24_loss: 21.4930 - output25_loss: 27.8324 - output26_loss: 14.5581 - output27_loss: 28.6468 - output28_loss: 20.9577 - output29_loss: 27.4420 - output00_mean_squared_error: 12.3958 - output01_mean_squared_error: 13.6353 - output02_mean_squared_error: 21.7235 - output03_mean_squared_error: 32.3109 - output04_mean_squared_error: 26.3421 - output05_mean_squared_error: 18.4540 - output06_mean_squared_error: 20.2007 - output07_mean_squared_error: 22.2852 - output08_mean_squared_error: 14.1956 - output09_mean_squared_error: 19.1994 - output10_mean_squared_error: 19.1062 - output11_mean_squared_error: 20.7639 - output12_mean_squared_error: 16.6911 - output13_mean_squared_error: 25.4470 - output14_mean_squared_error: 18.0208 - output15_mean_squared_error: 27.9633 - output16_mean_squared_error: 20.7501 - output17_mean_squared_error: 21.8916 - output18_mean_squared_error: 14.1502 - output19_mean_squared_error: 10.7489 - output20_mean_squared_error: 12.2774 - output21_mean_squared_error: 29.6502 - output22_mean_squared_error: 22.3208 - output23_mean_squared_error: 15.4070 - output24_mean_squared_error: 21.4930 - output25_mean_squared_error: 27.8324 - output26_mean_squared_error: 14.5581 - output27_mean_squared_error: 28.6468 - output28_mean_squared_error: 20.9577 - output29_mean_squared_error: 27.4420 Epoch 1408/2000 121/121 [==============================] - 0s 494us/step - loss: 616.8182 - output00_loss: 12.3958 - output01_loss: 13.6335 - output02_loss: 21.7215 - output03_loss: 32.3098 - output04_loss: 26.3385 - output05_loss: 18.4538 - output06_loss: 20.1971 - output07_loss: 22.2821 - output08_loss: 14.1949 - output09_loss: 19.1989 - output10_loss: 19.1060 - output11_loss: 20.7639 - output12_loss: 16.6904 - output13_loss: 25.4448 - output14_loss: 18.0186 - output15_loss: 27.9607 - output16_loss: 20.7500 - output17_loss: 21.8900 - output18_loss: 14.1501 - output19_loss: 10.7469 - output20_loss: 12.2751 - output21_loss: 29.6492 - output22_loss: 22.3204 - output23_loss: 15.4069 - output24_loss: 21.4922 - output25_loss: 27.8321 - output26_loss: 14.5580 - output27_loss: 28.6458 - output28_loss: 20.9545 - output29_loss: 27.4368 - output00_mean_squared_error: 12.3958 - output01_mean_squared_error: 13.6335 - output02_mean_squared_error: 21.7215 - output03_mean_squared_error: 32.3098 - output04_mean_squared_error: 26.3385 - output05_mean_squared_error: 18.4538 - output06_mean_squared_error: 20.1971 - output07_mean_squared_error: 22.2821 - output08_mean_squared_error: 14.1949 - output09_mean_squared_error: 19.1989 - output10_mean_squared_error: 19.1060 - output11_mean_squared_error: 20.7639 - output12_mean_squared_error: 16.6904 - output13_mean_squared_error: 25.4448 - output14_mean_squared_error: 18.0186 - output15_mean_squared_error: 27.9607 - output16_mean_squared_error: 20.7500 - output17_mean_squared_error: 21.8900 - output18_mean_squared_error: 14.1501 - output19_mean_squared_error: 10.7469 - output20_mean_squared_error: 12.2751 - output21_mean_squared_error: 29.6492 - output22_mean_squared_error: 22.3204 - output23_mean_squared_error: 15.4069 - output24_mean_squared_error: 21.4922 - output25_mean_squared_error: 27.8321 - output26_mean_squared_error: 14.5580 - output27_mean_squared_error: 28.6458 - output28_mean_squared_error: 20.9545 - output29_mean_squared_error: 27.4368 Epoch 1409/2000 121/121 [==============================] - 0s 1ms/step - loss: 616.7754 - output00_loss: 12.3957 - output01_loss: 13.6317 - output02_loss: 21.7195 - output03_loss: 32.3087 - output04_loss: 26.3348 - output05_loss: 18.4536 - output06_loss: 20.1934 - output07_loss: 22.2791 - output08_loss: 14.1942 - output09_loss: 19.1984 - output10_loss: 19.1058 - output11_loss: 20.7638 - output12_loss: 16.6898 - output13_loss: 25.4427 - output14_loss: 18.0164 - output15_loss: 27.9581 - output16_loss: 20.7500 - output17_loss: 21.8883 - output18_loss: 14.1500 - output19_loss: 10.7449 - output20_loss: 12.2728 - output21_loss: 29.6482 - output22_loss: 22.3200 - output23_loss: 15.4068 - output24_loss: 21.4914 - output25_loss: 27.8318 - output26_loss: 14.5579 - output27_loss: 28.6447 - output28_loss: 20.9513 - output29_loss: 27.4316 - output00_mean_squared_error: 12.3957 - output01_mean_squared_error: 13.6317 - output02_mean_squared_error: 21.7195 - output03_mean_squared_error: 32.3087 - output04_mean_squared_error: 26.3348 - output05_mean_squared_error: 18.4536 - output06_mean_squared_error: 20.1934 - output07_mean_squared_error: 22.2791 - output08_mean_squared_error: 14.1942 - output09_mean_squared_error: 19.1984 - output10_mean_squared_error: 19.1058 - output11_mean_squared_error: 20.7638 - output12_mean_squared_error: 16.6898 - output13_mean_squared_error: 25.4427 - output14_mean_squared_error: 18.0164 - output15_mean_squared_error: 27.9581 - output16_mean_squared_error: 20.7500 - output17_mean_squared_error: 21.8883 - output18_mean_squared_error: 14.1500 - output19_mean_squared_error: 10.7449 - output20_mean_squared_error: 12.2728 - output21_mean_squared_error: 29.6482 - output22_mean_squared_error: 22.3200 - output23_mean_squared_error: 15.4068 - output24_mean_squared_error: 21.4914 - output25_mean_squared_error: 27.8318 - output26_mean_squared_error: 14.5579 - output27_mean_squared_error: 28.6447 - output28_mean_squared_error: 20.9513 - output29_mean_squared_error: 27.4316 Epoch 1410/2000 121/121 [==============================] - 0s 1ms/step - loss: 616.7327 - output00_loss: 12.3957 - output01_loss: 13.6299 - output02_loss: 21.7175 - output03_loss: 32.3077 - output04_loss: 26.3311 - output05_loss: 18.4533 - output06_loss: 20.1898 - output07_loss: 22.2760 - output08_loss: 14.1935 - output09_loss: 19.1979 - output10_loss: 19.1057 - output11_loss: 20.7638 - output12_loss: 16.6891 - output13_loss: 25.4405 - output14_loss: 18.0143 - output15_loss: 27.9555 - output16_loss: 20.7499 - output17_loss: 21.8867 - output18_loss: 14.1499 - output19_loss: 10.7430 - output20_loss: 12.2704 - output21_loss: 29.6472 - output22_loss: 22.3196 - output23_loss: 15.4067 - output24_loss: 21.4906 - output25_loss: 27.8314 - output26_loss: 14.5578 - output27_loss: 28.6437 - output28_loss: 20.9481 - output29_loss: 27.4265 - output00_mean_squared_error: 12.3957 - output01_mean_squared_error: 13.6299 - output02_mean_squared_error: 21.7175 - output03_mean_squared_error: 32.3077 - output04_mean_squared_error: 26.3311 - output05_mean_squared_error: 18.4533 - output06_mean_squared_error: 20.1898 - output07_mean_squared_error: 22.2760 - output08_mean_squared_error: 14.1935 - output09_mean_squared_error: 19.1979 - output10_mean_squared_error: 19.1057 - output11_mean_squared_error: 20.7638 - output12_mean_squared_error: 16.6891 - output13_mean_squared_error: 25.4405 - output14_mean_squared_error: 18.0143 - output15_mean_squared_error: 27.9555 - output16_mean_squared_error: 20.7499 - output17_mean_squared_error: 21.8867 - output18_mean_squared_error: 14.1499 - output19_mean_squared_error: 10.7430 - output20_mean_squared_error: 12.2704 - output21_mean_squared_error: 29.6472 - output22_mean_squared_error: 22.3196 - output23_mean_squared_error: 15.4067 - output24_mean_squared_error: 21.4906 - output25_mean_squared_error: 27.8314 - output26_mean_squared_error: 14.5578 - output27_mean_squared_error: 28.6437 - output28_mean_squared_error: 20.9481 - output29_mean_squared_error: 27.4265 Epoch 1411/2000 121/121 [==============================] - 0s 1ms/step - loss: 616.6899 - output00_loss: 12.3956 - output01_loss: 13.6281 - output02_loss: 21.7154 - output03_loss: 32.3066 - output04_loss: 26.3274 - output05_loss: 18.4531 - output06_loss: 20.1861 - output07_loss: 22.2730 - output08_loss: 14.1928 - output09_loss: 19.1975 - output10_loss: 19.1055 - output11_loss: 20.7637 - output12_loss: 16.6885 - output13_loss: 25.4383 - output14_loss: 18.0121 - output15_loss: 27.9529 - output16_loss: 20.7499 - output17_loss: 21.8851 - output18_loss: 14.1498 - output19_loss: 10.7410 - output20_loss: 12.2681 - output21_loss: 29.6462 - output22_loss: 22.3192 - output23_loss: 15.4066 - output24_loss: 21.4898 - output25_loss: 27.8311 - output26_loss: 14.5577 - output27_loss: 28.6426 - output28_loss: 20.9450 - output29_loss: 27.4213 - output00_mean_squared_error: 12.3956 - output01_mean_squared_error: 13.6281 - output02_mean_squared_error: 21.7154 - output03_mean_squared_error: 32.3066 - output04_mean_squared_error: 26.3274 - output05_mean_squared_error: 18.4531 - output06_mean_squared_error: 20.1861 - output07_mean_squared_error: 22.2730 - output08_mean_squared_error: 14.1928 - output09_mean_squared_error: 19.1975 - output10_mean_squared_error: 19.1055 - output11_mean_squared_error: 20.7637 - output12_mean_squared_error: 16.6885 - output13_mean_squared_error: 25.4383 - output14_mean_squared_error: 18.0121 - output15_mean_squared_error: 27.9529 - output16_mean_squared_error: 20.7499 - output17_mean_squared_error: 21.8851 - output18_mean_squared_error: 14.1498 - output19_mean_squared_error: 10.7410 - output20_mean_squared_error: 12.2681 - output21_mean_squared_error: 29.6462 - output22_mean_squared_error: 22.3192 - output23_mean_squared_error: 15.4066 - output24_mean_squared_error: 21.4898 - output25_mean_squared_error: 27.8311 - output26_mean_squared_error: 14.5577 - output27_mean_squared_error: 28.6426 - output28_mean_squared_error: 20.9450 - output29_mean_squared_error: 27.4213 Epoch 1412/2000 121/121 [==============================] - 0s 1ms/step - loss: 616.6475 - output00_loss: 12.3956 - output01_loss: 13.6263 - output02_loss: 21.7134 - output03_loss: 32.3055 - output04_loss: 26.3237 - output05_loss: 18.4529 - output06_loss: 20.1825 - output07_loss: 22.2700 - output08_loss: 14.1921 - output09_loss: 19.1970 - output10_loss: 19.1054 - output11_loss: 20.7637 - output12_loss: 16.6879 - output13_loss: 25.4362 - output14_loss: 18.0099 - output15_loss: 27.9503 - output16_loss: 20.7498 - output17_loss: 21.8834 - output18_loss: 14.1497 - output19_loss: 10.7390 - output20_loss: 12.2658 - output21_loss: 29.6452 - output22_loss: 22.3188 - output23_loss: 15.4065 - output24_loss: 21.4889 - output25_loss: 27.8308 - output26_loss: 14.5576 - output27_loss: 28.6416 - output28_loss: 20.9418 - output29_loss: 27.4161 - output00_mean_squared_error: 12.3956 - output01_mean_squared_error: 13.6263 - output02_mean_squared_error: 21.7134 - output03_mean_squared_error: 32.3055 - output04_mean_squared_error: 26.3237 - output05_mean_squared_error: 18.4529 - output06_mean_squared_error: 20.1825 - output07_mean_squared_error: 22.2700 - output08_mean_squared_error: 14.1921 - output09_mean_squared_error: 19.1970 - output10_mean_squared_error: 19.1054 - output11_mean_squared_error: 20.7637 - output12_mean_squared_error: 16.6879 - output13_mean_squared_error: 25.4362 - output14_mean_squared_error: 18.0099 - output15_mean_squared_error: 27.9503 - output16_mean_squared_error: 20.7498 - output17_mean_squared_error: 21.8834 - output18_mean_squared_error: 14.1497 - output19_mean_squared_error: 10.7390 - output20_mean_squared_error: 12.2658 - output21_mean_squared_error: 29.6452 - output22_mean_squared_error: 22.3188 - output23_mean_squared_error: 15.4065 - output24_mean_squared_error: 21.4889 - output25_mean_squared_error: 27.8308 - output26_mean_squared_error: 14.5576 - output27_mean_squared_error: 28.6416 - output28_mean_squared_error: 20.9418 - output29_mean_squared_error: 27.4161 Epoch 1413/2000 121/121 [==============================] - 0s 661us/step - loss: 616.6050 - output00_loss: 12.3955 - output01_loss: 13.6245 - output02_loss: 21.7114 - output03_loss: 32.3045 - output04_loss: 26.3201 - output05_loss: 18.4526 - output06_loss: 20.1789 - output07_loss: 22.2669 - output08_loss: 14.1914 - output09_loss: 19.1965 - output10_loss: 19.1052 - output11_loss: 20.7636 - output12_loss: 16.6872 - output13_loss: 25.4340 - output14_loss: 18.0078 - output15_loss: 27.9477 - output16_loss: 20.7498 - output17_loss: 21.8818 - output18_loss: 14.1496 - output19_loss: 10.7371 - output20_loss: 12.2635 - output21_loss: 29.6442 - output22_loss: 22.3184 - output23_loss: 15.4064 - output24_loss: 21.4881 - output25_loss: 27.8305 - output26_loss: 14.5575 - output27_loss: 28.6405 - output28_loss: 20.9386 - output29_loss: 27.4110 - output00_mean_squared_error: 12.3955 - output01_mean_squared_error: 13.6245 - output02_mean_squared_error: 21.7114 - output03_mean_squared_error: 32.3045 - output04_mean_squared_error: 26.3201 - output05_mean_squared_error: 18.4526 - output06_mean_squared_error: 20.1789 - output07_mean_squared_error: 22.2669 - output08_mean_squared_error: 14.1914 - output09_mean_squared_error: 19.1965 - output10_mean_squared_error: 19.1052 - output11_mean_squared_error: 20.7636 - output12_mean_squared_error: 16.6872 - output13_mean_squared_error: 25.4340 - output14_mean_squared_error: 18.0078 - output15_mean_squared_error: 27.9477 - output16_mean_squared_error: 20.7498 - output17_mean_squared_error: 21.8818 - output18_mean_squared_error: 14.1496 - output19_mean_squared_error: 10.7371 - output20_mean_squared_error: 12.2635 - output21_mean_squared_error: 29.6442 - output22_mean_squared_error: 22.3184 - output23_mean_squared_error: 15.4064 - output24_mean_squared_error: 21.4881 - output25_mean_squared_error: 27.8305 - output26_mean_squared_error: 14.5575 - output27_mean_squared_error: 28.6405 - output28_mean_squared_error: 20.9386 - output29_mean_squared_error: 27.4110 Epoch 1414/2000 121/121 [==============================] - 0s 568us/step - loss: 616.5626 - output00_loss: 12.3955 - output01_loss: 13.6227 - output02_loss: 21.7094 - output03_loss: 32.3034 - output04_loss: 26.3164 - output05_loss: 18.4524 - output06_loss: 20.1752 - output07_loss: 22.2639 - output08_loss: 14.1907 - output09_loss: 19.1960 - output10_loss: 19.1050 - output11_loss: 20.7636 - output12_loss: 16.6866 - output13_loss: 25.4319 - output14_loss: 18.0056 - output15_loss: 27.9451 - output16_loss: 20.7497 - output17_loss: 21.8802 - output18_loss: 14.1495 - output19_loss: 10.7351 - output20_loss: 12.2612 - output21_loss: 29.6432 - output22_loss: 22.3180 - output23_loss: 15.4063 - output24_loss: 21.4873 - output25_loss: 27.8302 - output26_loss: 14.5574 - output27_loss: 28.6395 - output28_loss: 20.9354 - output29_loss: 27.4059 - output00_mean_squared_error: 12.3955 - output01_mean_squared_error: 13.6227 - output02_mean_squared_error: 21.7094 - output03_mean_squared_error: 32.3034 - output04_mean_squared_error: 26.3164 - output05_mean_squared_error: 18.4524 - output06_mean_squared_error: 20.1752 - output07_mean_squared_error: 22.2639 - output08_mean_squared_error: 14.1907 - output09_mean_squared_error: 19.1960 - output10_mean_squared_error: 19.1050 - output11_mean_squared_error: 20.7636 - output12_mean_squared_error: 16.6866 - output13_mean_squared_error: 25.4319 - output14_mean_squared_error: 18.0056 - output15_mean_squared_error: 27.9451 - output16_mean_squared_error: 20.7497 - output17_mean_squared_error: 21.8802 - output18_mean_squared_error: 14.1495 - output19_mean_squared_error: 10.7351 - output20_mean_squared_error: 12.2612 - output21_mean_squared_error: 29.6432 - output22_mean_squared_error: 22.3180 - output23_mean_squared_error: 15.4063 - output24_mean_squared_error: 21.4873 - output25_mean_squared_error: 27.8302 - output26_mean_squared_error: 14.5574 - output27_mean_squared_error: 28.6395 - output28_mean_squared_error: 20.9354 - output29_mean_squared_error: 27.4059 Epoch 1415/2000 121/121 [==============================] - 0s 724us/step - loss: 616.5203 - output00_loss: 12.3954 - output01_loss: 13.6209 - output02_loss: 21.7074 - output03_loss: 32.3024 - output04_loss: 26.3127 - output05_loss: 18.4522 - output06_loss: 20.1716 - output07_loss: 22.2609 - output08_loss: 14.1901 - output09_loss: 19.1955 - output10_loss: 19.1049 - output11_loss: 20.7635 - output12_loss: 16.6860 - output13_loss: 25.4298 - output14_loss: 18.0035 - output15_loss: 27.9426 - output16_loss: 20.7497 - output17_loss: 21.8786 - output18_loss: 14.1494 - output19_loss: 10.7331 - output20_loss: 12.2589 - output21_loss: 29.6422 - output22_loss: 22.3176 - output23_loss: 15.4062 - output24_loss: 21.4865 - output25_loss: 27.8299 - output26_loss: 14.5574 - output27_loss: 28.6384 - output28_loss: 20.9322 - output29_loss: 27.4007 - output00_mean_squared_error: 12.3954 - output01_mean_squared_error: 13.6209 - output02_mean_squared_error: 21.7074 - output03_mean_squared_error: 32.3024 - output04_mean_squared_error: 26.3127 - output05_mean_squared_error: 18.4522 - output06_mean_squared_error: 20.1716 - output07_mean_squared_error: 22.2609 - output08_mean_squared_error: 14.1901 - output09_mean_squared_error: 19.1955 - output10_mean_squared_error: 19.1049 - output11_mean_squared_error: 20.7635 - output12_mean_squared_error: 16.6860 - output13_mean_squared_error: 25.4298 - output14_mean_squared_error: 18.0035 - output15_mean_squared_error: 27.9426 - output16_mean_squared_error: 20.7497 - output17_mean_squared_error: 21.8786 - output18_mean_squared_error: 14.1494 - output19_mean_squared_error: 10.7331 - output20_mean_squared_error: 12.2589 - output21_mean_squared_error: 29.6422 - output22_mean_squared_error: 22.3176 - output23_mean_squared_error: 15.4062 - output24_mean_squared_error: 21.4865 - output25_mean_squared_error: 27.8299 - output26_mean_squared_error: 14.5574 - output27_mean_squared_error: 28.6384 - output28_mean_squared_error: 20.9322 - output29_mean_squared_error: 27.4007 Epoch 1416/2000 121/121 [==============================] - 0s 1ms/step - loss: 616.4781 - output00_loss: 12.3954 - output01_loss: 13.6192 - output02_loss: 21.7054 - output03_loss: 32.3013 - output04_loss: 26.3091 - output05_loss: 18.4520 - output06_loss: 20.1680 - output07_loss: 22.2579 - output08_loss: 14.1894 - output09_loss: 19.1951 - output10_loss: 19.1047 - output11_loss: 20.7635 - output12_loss: 16.6853 - output13_loss: 25.4276 - output14_loss: 18.0013 - output15_loss: 27.9400 - output16_loss: 20.7496 - output17_loss: 21.8770 - output18_loss: 14.1493 - output19_loss: 10.7312 - output20_loss: 12.2566 - output21_loss: 29.6412 - output22_loss: 22.3172 - output23_loss: 15.4061 - output24_loss: 21.4858 - output25_loss: 27.8296 - output26_loss: 14.5573 - output27_loss: 28.6374 - output28_loss: 20.9291 - output29_loss: 27.3956 - output00_mean_squared_error: 12.3954 - output01_mean_squared_error: 13.6192 - output02_mean_squared_error: 21.7054 - output03_mean_squared_error: 32.3013 - output04_mean_squared_error: 26.3091 - output05_mean_squared_error: 18.4520 - output06_mean_squared_error: 20.1680 - output07_mean_squared_error: 22.2579 - output08_mean_squared_error: 14.1894 - output09_mean_squared_error: 19.1951 - output10_mean_squared_error: 19.1047 - output11_mean_squared_error: 20.7635 - output12_mean_squared_error: 16.6853 - output13_mean_squared_error: 25.4276 - output14_mean_squared_error: 18.0013 - output15_mean_squared_error: 27.9400 - output16_mean_squared_error: 20.7496 - output17_mean_squared_error: 21.8770 - output18_mean_squared_error: 14.1493 - output19_mean_squared_error: 10.7312 - output20_mean_squared_error: 12.2566 - output21_mean_squared_error: 29.6412 - output22_mean_squared_error: 22.3172 - output23_mean_squared_error: 15.4061 - output24_mean_squared_error: 21.4858 - output25_mean_squared_error: 27.8296 - output26_mean_squared_error: 14.5573 - output27_mean_squared_error: 28.6374 - output28_mean_squared_error: 20.9291 - output29_mean_squared_error: 27.3956 Epoch 1417/2000 121/121 [==============================] - 0s 505us/step - loss: 616.4360 - output00_loss: 12.3953 - output01_loss: 13.6174 - output02_loss: 21.7034 - output03_loss: 32.3003 - output04_loss: 26.3055 - output05_loss: 18.4517 - output06_loss: 20.1644 - output07_loss: 22.2549 - output08_loss: 14.1887 - output09_loss: 19.1946 - output10_loss: 19.1045 - output11_loss: 20.7634 - output12_loss: 16.6847 - output13_loss: 25.4255 - output14_loss: 17.9992 - output15_loss: 27.9374 - output16_loss: 20.7496 - output17_loss: 21.8754 - output18_loss: 14.1492 - output19_loss: 10.7292 - output20_loss: 12.2543 - output21_loss: 29.6402 - output22_loss: 22.3169 - output23_loss: 15.4060 - output24_loss: 21.4850 - output25_loss: 27.8293 - output26_loss: 14.5572 - output27_loss: 28.6364 - output28_loss: 20.9259 - output29_loss: 27.3905 - output00_mean_squared_error: 12.3953 - output01_mean_squared_error: 13.6174 - output02_mean_squared_error: 21.7034 - output03_mean_squared_error: 32.3003 - output04_mean_squared_error: 26.3055 - output05_mean_squared_error: 18.4517 - output06_mean_squared_error: 20.1644 - output07_mean_squared_error: 22.2549 - output08_mean_squared_error: 14.1887 - output09_mean_squared_error: 19.1946 - output10_mean_squared_error: 19.1045 - output11_mean_squared_error: 20.7634 - output12_mean_squared_error: 16.6847 - output13_mean_squared_error: 25.4255 - output14_mean_squared_error: 17.9992 - output15_mean_squared_error: 27.9374 - output16_mean_squared_error: 20.7496 - output17_mean_squared_error: 21.8754 - output18_mean_squared_error: 14.1492 - output19_mean_squared_error: 10.7292 - output20_mean_squared_error: 12.2543 - output21_mean_squared_error: 29.6402 - output22_mean_squared_error: 22.3169 - output23_mean_squared_error: 15.4060 - output24_mean_squared_error: 21.4850 - output25_mean_squared_error: 27.8293 - output26_mean_squared_error: 14.5572 - output27_mean_squared_error: 28.6364 - output28_mean_squared_error: 20.9259 - output29_mean_squared_error: 27.3905 Epoch 1418/2000 121/121 [==============================] - 0s 1ms/step - loss: 616.3939 - output00_loss: 12.3953 - output01_loss: 13.6156 - output02_loss: 21.7015 - output03_loss: 32.2993 - output04_loss: 26.3018 - output05_loss: 18.4515 - output06_loss: 20.1608 - output07_loss: 22.2519 - output08_loss: 14.1880 - output09_loss: 19.1941 - output10_loss: 19.1044 - output11_loss: 20.7634 - output12_loss: 16.6841 - output13_loss: 25.4234 - output14_loss: 17.9970 - output15_loss: 27.9349 - output16_loss: 20.7495 - output17_loss: 21.8738 - output18_loss: 14.1491 - output19_loss: 10.7272 - output20_loss: 12.2520 - output21_loss: 29.6392 - output22_loss: 22.3165 - output23_loss: 15.4059 - output24_loss: 21.4842 - output25_loss: 27.8291 - output26_loss: 14.5571 - output27_loss: 28.6353 - output28_loss: 20.9228 - output29_loss: 27.3854 - output00_mean_squared_error: 12.3953 - output01_mean_squared_error: 13.6156 - output02_mean_squared_error: 21.7015 - output03_mean_squared_error: 32.2993 - output04_mean_squared_error: 26.3018 - output05_mean_squared_error: 18.4515 - output06_mean_squared_error: 20.1608 - output07_mean_squared_error: 22.2519 - output08_mean_squared_error: 14.1880 - output09_mean_squared_error: 19.1941 - output10_mean_squared_error: 19.1044 - output11_mean_squared_error: 20.7634 - output12_mean_squared_error: 16.6841 - output13_mean_squared_error: 25.4234 - output14_mean_squared_error: 17.9970 - output15_mean_squared_error: 27.9349 - output16_mean_squared_error: 20.7495 - output17_mean_squared_error: 21.8738 - output18_mean_squared_error: 14.1491 - output19_mean_squared_error: 10.7272 - output20_mean_squared_error: 12.2520 - output21_mean_squared_error: 29.6392 - output22_mean_squared_error: 22.3165 - output23_mean_squared_error: 15.4059 - output24_mean_squared_error: 21.4842 - output25_mean_squared_error: 27.8291 - output26_mean_squared_error: 14.5571 - output27_mean_squared_error: 28.6353 - output28_mean_squared_error: 20.9228 - output29_mean_squared_error: 27.3854 Epoch 1419/2000 121/121 [==============================] - 0s 876us/step - loss: 616.3520 - output00_loss: 12.3952 - output01_loss: 13.6138 - output02_loss: 21.6995 - output03_loss: 32.2982 - output04_loss: 26.2982 - output05_loss: 18.4513 - output06_loss: 20.1572 - output07_loss: 22.2489 - output08_loss: 14.1873 - output09_loss: 19.1936 - output10_loss: 19.1042 - output11_loss: 20.7633 - output12_loss: 16.6835 - output13_loss: 25.4212 - output14_loss: 17.9949 - output15_loss: 27.9323 - output16_loss: 20.7495 - output17_loss: 21.8722 - output18_loss: 14.1490 - output19_loss: 10.7253 - output20_loss: 12.2497 - output21_loss: 29.6382 - output22_loss: 22.3161 - output23_loss: 15.4058 - output24_loss: 21.4834 - output25_loss: 27.8288 - output26_loss: 14.5570 - output27_loss: 28.6343 - output28_loss: 20.9196 - output29_loss: 27.3803 - output00_mean_squared_error: 12.3952 - output01_mean_squared_error: 13.6138 - output02_mean_squared_error: 21.6995 - output03_mean_squared_error: 32.2982 - output04_mean_squared_error: 26.2982 - output05_mean_squared_error: 18.4513 - output06_mean_squared_error: 20.1572 - output07_mean_squared_error: 22.2489 - output08_mean_squared_error: 14.1873 - output09_mean_squared_error: 19.1936 - output10_mean_squared_error: 19.1042 - output11_mean_squared_error: 20.7633 - output12_mean_squared_error: 16.6835 - output13_mean_squared_error: 25.4212 - output14_mean_squared_error: 17.9949 - output15_mean_squared_error: 27.9323 - output16_mean_squared_error: 20.7495 - output17_mean_squared_error: 21.8722 - output18_mean_squared_error: 14.1490 - output19_mean_squared_error: 10.7253 - output20_mean_squared_error: 12.2497 - output21_mean_squared_error: 29.6382 - output22_mean_squared_error: 22.3161 - output23_mean_squared_error: 15.4058 - output24_mean_squared_error: 21.4834 - output25_mean_squared_error: 27.8288 - output26_mean_squared_error: 14.5570 - output27_mean_squared_error: 28.6343 - output28_mean_squared_error: 20.9196 - output29_mean_squared_error: 27.3803 Epoch 1420/2000 121/121 [==============================] - 0s 1ms/step - loss: 616.3101 - output00_loss: 12.3952 - output01_loss: 13.6121 - output02_loss: 21.6975 - output03_loss: 32.2972 - output04_loss: 26.2946 - output05_loss: 18.4511 - output06_loss: 20.1536 - output07_loss: 22.2459 - output08_loss: 14.1867 - output09_loss: 19.1932 - output10_loss: 19.1041 - output11_loss: 20.7633 - output12_loss: 16.6828 - output13_loss: 25.4191 - output14_loss: 17.9927 - output15_loss: 27.9298 - output16_loss: 20.7494 - output17_loss: 21.8706 - output18_loss: 14.1489 - output19_loss: 10.7233 - output20_loss: 12.2474 - output21_loss: 29.6373 - output22_loss: 22.3157 - output23_loss: 15.4057 - output24_loss: 21.4826 - output25_loss: 27.8285 - output26_loss: 14.5569 - output27_loss: 28.6333 - output28_loss: 20.9165 - output29_loss: 27.3752 - output00_mean_squared_error: 12.3952 - output01_mean_squared_error: 13.6121 - output02_mean_squared_error: 21.6975 - output03_mean_squared_error: 32.2972 - output04_mean_squared_error: 26.2946 - output05_mean_squared_error: 18.4511 - output06_mean_squared_error: 20.1536 - output07_mean_squared_error: 22.2459 - output08_mean_squared_error: 14.1867 - output09_mean_squared_error: 19.1932 - output10_mean_squared_error: 19.1041 - output11_mean_squared_error: 20.7633 - output12_mean_squared_error: 16.6828 - output13_mean_squared_error: 25.4191 - output14_mean_squared_error: 17.9927 - output15_mean_squared_error: 27.9298 - output16_mean_squared_error: 20.7494 - output17_mean_squared_error: 21.8706 - output18_mean_squared_error: 14.1489 - output19_mean_squared_error: 10.7233 - output20_mean_squared_error: 12.2474 - output21_mean_squared_error: 29.6373 - output22_mean_squared_error: 22.3157 - output23_mean_squared_error: 15.4057 - output24_mean_squared_error: 21.4826 - output25_mean_squared_error: 27.8285 - output26_mean_squared_error: 14.5569 - output27_mean_squared_error: 28.6333 - output28_mean_squared_error: 20.9165 - output29_mean_squared_error: 27.3752 Epoch 1421/2000 121/121 [==============================] - 0s 818us/step - loss: 616.2682 - output00_loss: 12.3952 - output01_loss: 13.6103 - output02_loss: 21.6955 - output03_loss: 32.2962 - output04_loss: 26.2910 - output05_loss: 18.4509 - output06_loss: 20.1500 - output07_loss: 22.2429 - output08_loss: 14.1860 - output09_loss: 19.1927 - output10_loss: 19.1039 - output11_loss: 20.7632 - output12_loss: 16.6822 - output13_loss: 25.4170 - output14_loss: 17.9906 - output15_loss: 27.9272 - output16_loss: 20.7494 - output17_loss: 21.8690 - output18_loss: 14.1488 - output19_loss: 10.7214 - output20_loss: 12.2452 - output21_loss: 29.6363 - output22_loss: 22.3153 - output23_loss: 15.4056 - output24_loss: 21.4818 - output25_loss: 27.8282 - output26_loss: 14.5568 - output27_loss: 28.6323 - output28_loss: 20.9133 - output29_loss: 27.3701 - output00_mean_squared_error: 12.3952 - output01_mean_squared_error: 13.6103 - output02_mean_squared_error: 21.6955 - output03_mean_squared_error: 32.2962 - output04_mean_squared_error: 26.2910 - output05_mean_squared_error: 18.4509 - output06_mean_squared_error: 20.1500 - output07_mean_squared_error: 22.2429 - output08_mean_squared_error: 14.1860 - output09_mean_squared_error: 19.1927 - output10_mean_squared_error: 19.1039 - output11_mean_squared_error: 20.7632 - output12_mean_squared_error: 16.6822 - output13_mean_squared_error: 25.4170 - output14_mean_squared_error: 17.9906 - output15_mean_squared_error: 27.9272 - output16_mean_squared_error: 20.7494 - output17_mean_squared_error: 21.8690 - output18_mean_squared_error: 14.1488 - output19_mean_squared_error: 10.7214 - output20_mean_squared_error: 12.2452 - output21_mean_squared_error: 29.6363 - output22_mean_squared_error: 22.3153 - output23_mean_squared_error: 15.4056 - output24_mean_squared_error: 21.4818 - output25_mean_squared_error: 27.8282 - output26_mean_squared_error: 14.5568 - output27_mean_squared_error: 28.6323 - output28_mean_squared_error: 20.9133 - output29_mean_squared_error: 27.3701 Epoch 1422/2000 121/121 [==============================] - 0s 793us/step - loss: 616.2264 - output00_loss: 12.3951 - output01_loss: 13.6086 - output02_loss: 21.6935 - output03_loss: 32.2951 - output04_loss: 26.2873 - output05_loss: 18.4506 - output06_loss: 20.1465 - output07_loss: 22.2399 - output08_loss: 14.1853 - output09_loss: 19.1922 - output10_loss: 19.1037 - output11_loss: 20.7632 - output12_loss: 16.6816 - output13_loss: 25.4149 - output14_loss: 17.9885 - output15_loss: 27.9247 - output16_loss: 20.7493 - output17_loss: 21.8674 - output18_loss: 14.1487 - output19_loss: 10.7194 - output20_loss: 12.2429 - output21_loss: 29.6353 - output22_loss: 22.3150 - output23_loss: 15.4055 - output24_loss: 21.4810 - output25_loss: 27.8279 - output26_loss: 14.5568 - output27_loss: 28.6312 - output28_loss: 20.9102 - output29_loss: 27.3650 - output00_mean_squared_error: 12.3951 - output01_mean_squared_error: 13.6086 - output02_mean_squared_error: 21.6935 - output03_mean_squared_error: 32.2951 - output04_mean_squared_error: 26.2873 - output05_mean_squared_error: 18.4506 - output06_mean_squared_error: 20.1465 - output07_mean_squared_error: 22.2399 - output08_mean_squared_error: 14.1853 - output09_mean_squared_error: 19.1922 - output10_mean_squared_error: 19.1037 - output11_mean_squared_error: 20.7632 - output12_mean_squared_error: 16.6816 - output13_mean_squared_error: 25.4149 - output14_mean_squared_error: 17.9885 - output15_mean_squared_error: 27.9247 - output16_mean_squared_error: 20.7493 - output17_mean_squared_error: 21.8674 - output18_mean_squared_error: 14.1487 - output19_mean_squared_error: 10.7194 - output20_mean_squared_error: 12.2429 - output21_mean_squared_error: 29.6353 - output22_mean_squared_error: 22.3150 - output23_mean_squared_error: 15.4055 - output24_mean_squared_error: 21.4810 - output25_mean_squared_error: 27.8279 - output26_mean_squared_error: 14.5568 - output27_mean_squared_error: 28.6312 - output28_mean_squared_error: 20.9102 - output29_mean_squared_error: 27.3650 Epoch 1423/2000 121/121 [==============================] - 0s 801us/step - loss: 616.1850 - output00_loss: 12.3951 - output01_loss: 13.6068 - output02_loss: 21.6916 - output03_loss: 32.2941 - output04_loss: 26.2837 - output05_loss: 18.4504 - output06_loss: 20.1429 - output07_loss: 22.2370 - output08_loss: 14.1846 - output09_loss: 19.1918 - output10_loss: 19.1036 - output11_loss: 20.7631 - output12_loss: 16.6810 - output13_loss: 25.4128 - output14_loss: 17.9864 - output15_loss: 27.9221 - output16_loss: 20.7493 - output17_loss: 21.8658 - output18_loss: 14.1486 - output19_loss: 10.7175 - output20_loss: 12.2406 - output21_loss: 29.6343 - output22_loss: 22.3146 - output23_loss: 15.4054 - output24_loss: 21.4803 - output25_loss: 27.8276 - output26_loss: 14.5567 - output27_loss: 28.6302 - output28_loss: 20.9071 - output29_loss: 27.3599 - output00_mean_squared_error: 12.3951 - output01_mean_squared_error: 13.6068 - output02_mean_squared_error: 21.6916 - output03_mean_squared_error: 32.2941 - output04_mean_squared_error: 26.2837 - output05_mean_squared_error: 18.4504 - output06_mean_squared_error: 20.1429 - output07_mean_squared_error: 22.2370 - output08_mean_squared_error: 14.1846 - output09_mean_squared_error: 19.1918 - output10_mean_squared_error: 19.1036 - output11_mean_squared_error: 20.7631 - output12_mean_squared_error: 16.6810 - output13_mean_squared_error: 25.4128 - output14_mean_squared_error: 17.9864 - output15_mean_squared_error: 27.9221 - output16_mean_squared_error: 20.7493 - output17_mean_squared_error: 21.8658 - output18_mean_squared_error: 14.1486 - output19_mean_squared_error: 10.7175 - output20_mean_squared_error: 12.2406 - output21_mean_squared_error: 29.6343 - output22_mean_squared_error: 22.3146 - output23_mean_squared_error: 15.4054 - output24_mean_squared_error: 21.4803 - output25_mean_squared_error: 27.8276 - output26_mean_squared_error: 14.5567 - output27_mean_squared_error: 28.6302 - output28_mean_squared_error: 20.9071 - output29_mean_squared_error: 27.3599 Epoch 1424/2000 121/121 [==============================] - 0s 1ms/step - loss: 616.1433 - output00_loss: 12.3950 - output01_loss: 13.6050 - output02_loss: 21.6896 - output03_loss: 32.2931 - output04_loss: 26.2801 - output05_loss: 18.4502 - output06_loss: 20.1393 - output07_loss: 22.2340 - output08_loss: 14.1840 - output09_loss: 19.1913 - output10_loss: 19.1034 - output11_loss: 20.7631 - output12_loss: 16.6804 - output13_loss: 25.4107 - output14_loss: 17.9843 - output15_loss: 27.9196 - output16_loss: 20.7492 - output17_loss: 21.8643 - output18_loss: 14.1485 - output19_loss: 10.7155 - output20_loss: 12.2384 - output21_loss: 29.6334 - output22_loss: 22.3142 - output23_loss: 15.4053 - output24_loss: 21.4795 - output25_loss: 27.8273 - output26_loss: 14.5566 - output27_loss: 28.6292 - output28_loss: 20.9040 - output29_loss: 27.3549 - output00_mean_squared_error: 12.3950 - output01_mean_squared_error: 13.6050 - output02_mean_squared_error: 21.6896 - output03_mean_squared_error: 32.2931 - output04_mean_squared_error: 26.2801 - output05_mean_squared_error: 18.4502 - output06_mean_squared_error: 20.1393 - output07_mean_squared_error: 22.2340 - output08_mean_squared_error: 14.1840 - output09_mean_squared_error: 19.1913 - output10_mean_squared_error: 19.1034 - output11_mean_squared_error: 20.7631 - output12_mean_squared_error: 16.6804 - output13_mean_squared_error: 25.4107 - output14_mean_squared_error: 17.9843 - output15_mean_squared_error: 27.9196 - output16_mean_squared_error: 20.7492 - output17_mean_squared_error: 21.8643 - output18_mean_squared_error: 14.1485 - output19_mean_squared_error: 10.7155 - output20_mean_squared_error: 12.2384 - output21_mean_squared_error: 29.6334 - output22_mean_squared_error: 22.3142 - output23_mean_squared_error: 15.4053 - output24_mean_squared_error: 21.4795 - output25_mean_squared_error: 27.8273 - output26_mean_squared_error: 14.5566 - output27_mean_squared_error: 28.6292 - output28_mean_squared_error: 20.9040 - output29_mean_squared_error: 27.3549 Epoch 1425/2000 121/121 [==============================] - 0s 567us/step - loss: 616.1018 - output00_loss: 12.3950 - output01_loss: 13.6033 - output02_loss: 21.6877 - output03_loss: 32.2921 - output04_loss: 26.2765 - output05_loss: 18.4500 - output06_loss: 20.1358 - output07_loss: 22.2310 - output08_loss: 14.1833 - output09_loss: 19.1909 - output10_loss: 19.1033 - output11_loss: 20.7631 - output12_loss: 16.6798 - output13_loss: 25.4086 - output14_loss: 17.9821 - output15_loss: 27.9170 - output16_loss: 20.7492 - output17_loss: 21.8627 - output18_loss: 14.1484 - output19_loss: 10.7136 - output20_loss: 12.2361 - output21_loss: 29.6324 - output22_loss: 22.3138 - output23_loss: 15.4052 - output24_loss: 21.4787 - output25_loss: 27.8270 - output26_loss: 14.5565 - output27_loss: 28.6282 - output28_loss: 20.9008 - output29_loss: 27.3498 - output00_mean_squared_error: 12.3950 - output01_mean_squared_error: 13.6033 - output02_mean_squared_error: 21.6877 - output03_mean_squared_error: 32.2921 - output04_mean_squared_error: 26.2765 - output05_mean_squared_error: 18.4500 - output06_mean_squared_error: 20.1358 - output07_mean_squared_error: 22.2310 - output08_mean_squared_error: 14.1833 - output09_mean_squared_error: 19.1909 - output10_mean_squared_error: 19.1033 - output11_mean_squared_error: 20.7631 - output12_mean_squared_error: 16.6798 - output13_mean_squared_error: 25.4086 - output14_mean_squared_error: 17.9821 - output15_mean_squared_error: 27.9170 - output16_mean_squared_error: 20.7492 - output17_mean_squared_error: 21.8627 - output18_mean_squared_error: 14.1484 - output19_mean_squared_error: 10.7136 - output20_mean_squared_error: 12.2361 - output21_mean_squared_error: 29.6324 - output22_mean_squared_error: 22.3138 - output23_mean_squared_error: 15.4052 - output24_mean_squared_error: 21.4787 - output25_mean_squared_error: 27.8270 - output26_mean_squared_error: 14.5565 - output27_mean_squared_error: 28.6282 - output28_mean_squared_error: 20.9008 - output29_mean_squared_error: 27.3498 Epoch 1426/2000 121/121 [==============================] - 0s 705us/step - loss: 616.0605 - output00_loss: 12.3949 - output01_loss: 13.6015 - output02_loss: 21.6857 - output03_loss: 32.2911 - output04_loss: 26.2729 - output05_loss: 18.4498 - output06_loss: 20.1322 - output07_loss: 22.2281 - output08_loss: 14.1826 - output09_loss: 19.1904 - output10_loss: 19.1031 - output11_loss: 20.7630 - output12_loss: 16.6792 - output13_loss: 25.4065 - output14_loss: 17.9800 - output15_loss: 27.9145 - output16_loss: 20.7491 - output17_loss: 21.8611 - output18_loss: 14.1483 - output19_loss: 10.7117 - output20_loss: 12.2339 - output21_loss: 29.6314 - output22_loss: 22.3134 - output23_loss: 15.4051 - output24_loss: 21.4779 - output25_loss: 27.8267 - output26_loss: 14.5564 - output27_loss: 28.6272 - output28_loss: 20.8977 - output29_loss: 27.3448 - output00_mean_squared_error: 12.3949 - output01_mean_squared_error: 13.6015 - output02_mean_squared_error: 21.6857 - output03_mean_squared_error: 32.2911 - output04_mean_squared_error: 26.2729 - output05_mean_squared_error: 18.4498 - output06_mean_squared_error: 20.1322 - output07_mean_squared_error: 22.2281 - output08_mean_squared_error: 14.1826 - output09_mean_squared_error: 19.1904 - output10_mean_squared_error: 19.1031 - output11_mean_squared_error: 20.7630 - output12_mean_squared_error: 16.6792 - output13_mean_squared_error: 25.4065 - output14_mean_squared_error: 17.9800 - output15_mean_squared_error: 27.9145 - output16_mean_squared_error: 20.7491 - output17_mean_squared_error: 21.8611 - output18_mean_squared_error: 14.1483 - output19_mean_squared_error: 10.7117 - output20_mean_squared_error: 12.2339 - output21_mean_squared_error: 29.6314 - output22_mean_squared_error: 22.3134 - output23_mean_squared_error: 15.4051 - output24_mean_squared_error: 21.4779 - output25_mean_squared_error: 27.8267 - output26_mean_squared_error: 14.5564 - output27_mean_squared_error: 28.6272 - output28_mean_squared_error: 20.8977 - output29_mean_squared_error: 27.3448 Epoch 1427/2000 121/121 [==============================] - 0s 863us/step - loss: 616.0191 - output00_loss: 12.3949 - output01_loss: 13.5998 - output02_loss: 21.6837 - output03_loss: 32.2901 - output04_loss: 26.2694 - output05_loss: 18.4495 - output06_loss: 20.1287 - output07_loss: 22.2251 - output08_loss: 14.1820 - output09_loss: 19.1899 - output10_loss: 19.1030 - output11_loss: 20.7630 - output12_loss: 16.6786 - output13_loss: 25.4044 - output14_loss: 17.9779 - output15_loss: 27.9120 - output16_loss: 20.7491 - output17_loss: 21.8595 - output18_loss: 14.1482 - output19_loss: 10.7097 - output20_loss: 12.2316 - output21_loss: 29.6305 - output22_loss: 22.3131 - output23_loss: 15.4050 - output24_loss: 21.4772 - output25_loss: 27.8264 - output26_loss: 14.5564 - output27_loss: 28.6262 - output28_loss: 20.8946 - output29_loss: 27.3397 - output00_mean_squared_error: 12.3949 - output01_mean_squared_error: 13.5998 - output02_mean_squared_error: 21.6837 - output03_mean_squared_error: 32.2901 - output04_mean_squared_error: 26.2694 - output05_mean_squared_error: 18.4495 - output06_mean_squared_error: 20.1287 - output07_mean_squared_error: 22.2251 - output08_mean_squared_error: 14.1820 - output09_mean_squared_error: 19.1899 - output10_mean_squared_error: 19.1030 - output11_mean_squared_error: 20.7630 - output12_mean_squared_error: 16.6786 - output13_mean_squared_error: 25.4044 - output14_mean_squared_error: 17.9779 - output15_mean_squared_error: 27.9120 - output16_mean_squared_error: 20.7491 - output17_mean_squared_error: 21.8595 - output18_mean_squared_error: 14.1482 - output19_mean_squared_error: 10.7097 - output20_mean_squared_error: 12.2316 - output21_mean_squared_error: 29.6305 - output22_mean_squared_error: 22.3131 - output23_mean_squared_error: 15.4050 - output24_mean_squared_error: 21.4772 - output25_mean_squared_error: 27.8264 - output26_mean_squared_error: 14.5564 - output27_mean_squared_error: 28.6262 - output28_mean_squared_error: 20.8946 - output29_mean_squared_error: 27.3397 Epoch 1428/2000 121/121 [==============================] - 0s 1ms/step - loss: 615.9778 - output00_loss: 12.3949 - output01_loss: 13.5981 - output02_loss: 21.6818 - output03_loss: 32.2891 - output04_loss: 26.2658 - output05_loss: 18.4493 - output06_loss: 20.1251 - output07_loss: 22.2222 - output08_loss: 14.1813 - output09_loss: 19.1895 - output10_loss: 19.1028 - output11_loss: 20.7629 - output12_loss: 16.6780 - output13_loss: 25.4023 - output14_loss: 17.9758 - output15_loss: 27.9095 - output16_loss: 20.7491 - output17_loss: 21.8580 - output18_loss: 14.1481 - output19_loss: 10.7078 - output20_loss: 12.2294 - output21_loss: 29.6295 - output22_loss: 22.3127 - output23_loss: 15.4049 - output24_loss: 21.4764 - output25_loss: 27.8262 - output26_loss: 14.5563 - output27_loss: 28.6252 - output28_loss: 20.8915 - output29_loss: 27.3347 - output00_mean_squared_error: 12.3949 - output01_mean_squared_error: 13.5981 - output02_mean_squared_error: 21.6818 - output03_mean_squared_error: 32.2891 - output04_mean_squared_error: 26.2658 - output05_mean_squared_error: 18.4493 - output06_mean_squared_error: 20.1251 - output07_mean_squared_error: 22.2222 - output08_mean_squared_error: 14.1813 - output09_mean_squared_error: 19.1895 - output10_mean_squared_error: 19.1028 - output11_mean_squared_error: 20.7629 - output12_mean_squared_error: 16.6780 - output13_mean_squared_error: 25.4023 - output14_mean_squared_error: 17.9758 - output15_mean_squared_error: 27.9095 - output16_mean_squared_error: 20.7491 - output17_mean_squared_error: 21.8580 - output18_mean_squared_error: 14.1481 - output19_mean_squared_error: 10.7078 - output20_mean_squared_error: 12.2294 - output21_mean_squared_error: 29.6295 - output22_mean_squared_error: 22.3127 - output23_mean_squared_error: 15.4049 - output24_mean_squared_error: 21.4764 - output25_mean_squared_error: 27.8262 - output26_mean_squared_error: 14.5563 - output27_mean_squared_error: 28.6252 - output28_mean_squared_error: 20.8915 - output29_mean_squared_error: 27.3347 Epoch 1429/2000 121/121 [==============================] - 0s 1ms/step - loss: 615.9368 - output00_loss: 12.3948 - output01_loss: 13.5963 - output02_loss: 21.6798 - output03_loss: 32.2881 - output04_loss: 26.2622 - output05_loss: 18.4491 - output06_loss: 20.1216 - output07_loss: 22.2192 - output08_loss: 14.1806 - output09_loss: 19.1890 - output10_loss: 19.1027 - output11_loss: 20.7629 - output12_loss: 16.6774 - output13_loss: 25.4002 - output14_loss: 17.9737 - output15_loss: 27.9069 - output16_loss: 20.7490 - output17_loss: 21.8564 - output18_loss: 14.1480 - output19_loss: 10.7058 - output20_loss: 12.2271 - output21_loss: 29.6285 - output22_loss: 22.3123 - output23_loss: 15.4048 - output24_loss: 21.4756 - output25_loss: 27.8259 - output26_loss: 14.5562 - output27_loss: 28.6242 - output28_loss: 20.8884 - output29_loss: 27.3297 - output00_mean_squared_error: 12.3948 - output01_mean_squared_error: 13.5963 - output02_mean_squared_error: 21.6798 - output03_mean_squared_error: 32.2881 - output04_mean_squared_error: 26.2622 - output05_mean_squared_error: 18.4491 - output06_mean_squared_error: 20.1216 - output07_mean_squared_error: 22.2192 - output08_mean_squared_error: 14.1806 - output09_mean_squared_error: 19.1890 - output10_mean_squared_error: 19.1027 - output11_mean_squared_error: 20.7629 - output12_mean_squared_error: 16.6774 - output13_mean_squared_error: 25.4002 - output14_mean_squared_error: 17.9737 - output15_mean_squared_error: 27.9069 - output16_mean_squared_error: 20.7490 - output17_mean_squared_error: 21.8564 - output18_mean_squared_error: 14.1480 - output19_mean_squared_error: 10.7058 - output20_mean_squared_error: 12.2271 - output21_mean_squared_error: 29.6285 - output22_mean_squared_error: 22.3123 - output23_mean_squared_error: 15.4048 - output24_mean_squared_error: 21.4756 - output25_mean_squared_error: 27.8259 - output26_mean_squared_error: 14.5562 - output27_mean_squared_error: 28.6242 - output28_mean_squared_error: 20.8884 - output29_mean_squared_error: 27.3297 Epoch 1430/2000 121/121 [==============================] - 0s 832us/step - loss: 615.8957 - output00_loss: 12.3948 - output01_loss: 13.5946 - output02_loss: 21.6779 - output03_loss: 32.2871 - output04_loss: 26.2587 - output05_loss: 18.4489 - output06_loss: 20.1181 - output07_loss: 22.2163 - output08_loss: 14.1800 - output09_loss: 19.1886 - output10_loss: 19.1025 - output11_loss: 20.7628 - output12_loss: 16.6768 - output13_loss: 25.3982 - output14_loss: 17.9716 - output15_loss: 27.9044 - output16_loss: 20.7490 - output17_loss: 21.8549 - output18_loss: 14.1479 - output19_loss: 10.7039 - output20_loss: 12.2249 - output21_loss: 29.6276 - output22_loss: 22.3120 - output23_loss: 15.4047 - output24_loss: 21.4749 - output25_loss: 27.8256 - output26_loss: 14.5561 - output27_loss: 28.6232 - output28_loss: 20.8853 - output29_loss: 27.3246 - output00_mean_squared_error: 12.3948 - output01_mean_squared_error: 13.5946 - output02_mean_squared_error: 21.6779 - output03_mean_squared_error: 32.2871 - output04_mean_squared_error: 26.2587 - output05_mean_squared_error: 18.4489 - output06_mean_squared_error: 20.1181 - output07_mean_squared_error: 22.2163 - output08_mean_squared_error: 14.1800 - output09_mean_squared_error: 19.1886 - output10_mean_squared_error: 19.1025 - output11_mean_squared_error: 20.7628 - output12_mean_squared_error: 16.6768 - output13_mean_squared_error: 25.3982 - output14_mean_squared_error: 17.9716 - output15_mean_squared_error: 27.9044 - output16_mean_squared_error: 20.7490 - output17_mean_squared_error: 21.8549 - output18_mean_squared_error: 14.1479 - output19_mean_squared_error: 10.7039 - output20_mean_squared_error: 12.2249 - output21_mean_squared_error: 29.6276 - output22_mean_squared_error: 22.3120 - output23_mean_squared_error: 15.4047 - output24_mean_squared_error: 21.4749 - output25_mean_squared_error: 27.8256 - output26_mean_squared_error: 14.5561 - output27_mean_squared_error: 28.6232 - output28_mean_squared_error: 20.8853 - output29_mean_squared_error: 27.3246 Epoch 1431/2000 121/121 [==============================] - 0s 1ms/step - loss: 615.8546 - output00_loss: 12.3947 - output01_loss: 13.5928 - output02_loss: 21.6760 - output03_loss: 32.2861 - output04_loss: 26.2551 - output05_loss: 18.4487 - output06_loss: 20.1145 - output07_loss: 22.2134 - output08_loss: 14.1793 - output09_loss: 19.1881 - output10_loss: 19.1023 - output11_loss: 20.7628 - output12_loss: 16.6762 - output13_loss: 25.3961 - output14_loss: 17.9696 - output15_loss: 27.9019 - output16_loss: 20.7489 - output17_loss: 21.8533 - output18_loss: 14.1478 - output19_loss: 10.7020 - output20_loss: 12.2227 - output21_loss: 29.6266 - output22_loss: 22.3116 - output23_loss: 15.4046 - output24_loss: 21.4741 - output25_loss: 27.8253 - output26_loss: 14.5560 - output27_loss: 28.6222 - output28_loss: 20.8822 - output29_loss: 27.3196 - output00_mean_squared_error: 12.3947 - output01_mean_squared_error: 13.5928 - output02_mean_squared_error: 21.6760 - output03_mean_squared_error: 32.2861 - output04_mean_squared_error: 26.2551 - output05_mean_squared_error: 18.4487 - output06_mean_squared_error: 20.1145 - output07_mean_squared_error: 22.2134 - output08_mean_squared_error: 14.1793 - output09_mean_squared_error: 19.1881 - output10_mean_squared_error: 19.1023 - output11_mean_squared_error: 20.7628 - output12_mean_squared_error: 16.6762 - output13_mean_squared_error: 25.3961 - output14_mean_squared_error: 17.9696 - output15_mean_squared_error: 27.9019 - output16_mean_squared_error: 20.7489 - output17_mean_squared_error: 21.8533 - output18_mean_squared_error: 14.1478 - output19_mean_squared_error: 10.7020 - output20_mean_squared_error: 12.2227 - output21_mean_squared_error: 29.6266 - output22_mean_squared_error: 22.3116 - output23_mean_squared_error: 15.4046 - output24_mean_squared_error: 21.4741 - output25_mean_squared_error: 27.8253 - output26_mean_squared_error: 14.5560 - output27_mean_squared_error: 28.6222 - output28_mean_squared_error: 20.8822 - output29_mean_squared_error: 27.3196 Epoch 1432/2000 121/121 [==============================] - 0s 799us/step - loss: 615.8138 - output00_loss: 12.3947 - output01_loss: 13.5911 - output02_loss: 21.6740 - output03_loss: 32.2851 - output04_loss: 26.2515 - output05_loss: 18.4485 - output06_loss: 20.1110 - output07_loss: 22.2104 - output08_loss: 14.1787 - output09_loss: 19.1877 - output10_loss: 19.1022 - output11_loss: 20.7627 - output12_loss: 16.6756 - output13_loss: 25.3940 - output14_loss: 17.9675 - output15_loss: 27.8994 - output16_loss: 20.7489 - output17_loss: 21.8517 - output18_loss: 14.1478 - output19_loss: 10.7001 - output20_loss: 12.2204 - output21_loss: 29.6257 - output22_loss: 22.3112 - output23_loss: 15.4045 - output24_loss: 21.4734 - output25_loss: 27.8250 - output26_loss: 14.5560 - output27_loss: 28.6212 - output28_loss: 20.8791 - output29_loss: 27.3146 - output00_mean_squared_error: 12.3947 - output01_mean_squared_error: 13.5911 - output02_mean_squared_error: 21.6740 - output03_mean_squared_error: 32.2851 - output04_mean_squared_error: 26.2515 - output05_mean_squared_error: 18.4485 - output06_mean_squared_error: 20.1110 - output07_mean_squared_error: 22.2104 - output08_mean_squared_error: 14.1787 - output09_mean_squared_error: 19.1877 - output10_mean_squared_error: 19.1022 - output11_mean_squared_error: 20.7627 - output12_mean_squared_error: 16.6756 - output13_mean_squared_error: 25.3940 - output14_mean_squared_error: 17.9675 - output15_mean_squared_error: 27.8994 - output16_mean_squared_error: 20.7489 - output17_mean_squared_error: 21.8517 - output18_mean_squared_error: 14.1478 - output19_mean_squared_error: 10.7001 - output20_mean_squared_error: 12.2204 - output21_mean_squared_error: 29.6257 - output22_mean_squared_error: 22.3112 - output23_mean_squared_error: 15.4045 - output24_mean_squared_error: 21.4734 - output25_mean_squared_error: 27.8250 - output26_mean_squared_error: 14.5560 - output27_mean_squared_error: 28.6212 - output28_mean_squared_error: 20.8791 - output29_mean_squared_error: 27.3146 Epoch 1433/2000 121/121 [==============================] - 0s 478us/step - loss: 615.7729 - output00_loss: 12.3946 - output01_loss: 13.5894 - output02_loss: 21.6721 - output03_loss: 32.2841 - output04_loss: 26.2480 - output05_loss: 18.4482 - output06_loss: 20.1075 - output07_loss: 22.2075 - output08_loss: 14.1780 - output09_loss: 19.1872 - output10_loss: 19.1020 - output11_loss: 20.7627 - output12_loss: 16.6750 - output13_loss: 25.3920 - output14_loss: 17.9654 - output15_loss: 27.8969 - output16_loss: 20.7488 - output17_loss: 21.8502 - output18_loss: 14.1477 - output19_loss: 10.6981 - output20_loss: 12.2182 - output21_loss: 29.6247 - output22_loss: 22.3109 - output23_loss: 15.4044 - output24_loss: 21.4726 - output25_loss: 27.8248 - output26_loss: 14.5559 - output27_loss: 28.6202 - output28_loss: 20.8761 - output29_loss: 27.3096 - output00_mean_squared_error: 12.3946 - output01_mean_squared_error: 13.5894 - output02_mean_squared_error: 21.6721 - output03_mean_squared_error: 32.2841 - output04_mean_squared_error: 26.2480 - output05_mean_squared_error: 18.4482 - output06_mean_squared_error: 20.1075 - output07_mean_squared_error: 22.2075 - output08_mean_squared_error: 14.1780 - output09_mean_squared_error: 19.1872 - output10_mean_squared_error: 19.1020 - output11_mean_squared_error: 20.7627 - output12_mean_squared_error: 16.6750 - output13_mean_squared_error: 25.3920 - output14_mean_squared_error: 17.9654 - output15_mean_squared_error: 27.8969 - output16_mean_squared_error: 20.7488 - output17_mean_squared_error: 21.8502 - output18_mean_squared_error: 14.1477 - output19_mean_squared_error: 10.6981 - output20_mean_squared_error: 12.2182 - output21_mean_squared_error: 29.6247 - output22_mean_squared_error: 22.3109 - output23_mean_squared_error: 15.4044 - output24_mean_squared_error: 21.4726 - output25_mean_squared_error: 27.8248 - output26_mean_squared_error: 14.5559 - output27_mean_squared_error: 28.6202 - output28_mean_squared_error: 20.8761 - output29_mean_squared_error: 27.3096 Epoch 1434/2000 121/121 [==============================] - 0s 923us/step - loss: 615.7322 - output00_loss: 12.3946 - output01_loss: 13.5877 - output02_loss: 21.6702 - output03_loss: 32.2831 - output04_loss: 26.2445 - output05_loss: 18.4480 - output06_loss: 20.1040 - output07_loss: 22.2046 - output08_loss: 14.1774 - output09_loss: 19.1868 - output10_loss: 19.1019 - output11_loss: 20.7627 - output12_loss: 16.6744 - output13_loss: 25.3899 - output14_loss: 17.9633 - output15_loss: 27.8944 - output16_loss: 20.7488 - output17_loss: 21.8486 - output18_loss: 14.1476 - output19_loss: 10.6962 - output20_loss: 12.2160 - output21_loss: 29.6238 - output22_loss: 22.3105 - output23_loss: 15.4043 - output24_loss: 21.4718 - output25_loss: 27.8245 - output26_loss: 14.5558 - output27_loss: 28.6192 - output28_loss: 20.8730 - output29_loss: 27.3046 - output00_mean_squared_error: 12.3946 - output01_mean_squared_error: 13.5877 - output02_mean_squared_error: 21.6702 - output03_mean_squared_error: 32.2831 - output04_mean_squared_error: 26.2445 - output05_mean_squared_error: 18.4480 - output06_mean_squared_error: 20.1040 - output07_mean_squared_error: 22.2046 - output08_mean_squared_error: 14.1774 - output09_mean_squared_error: 19.1868 - output10_mean_squared_error: 19.1019 - output11_mean_squared_error: 20.7627 - output12_mean_squared_error: 16.6744 - output13_mean_squared_error: 25.3899 - output14_mean_squared_error: 17.9633 - output15_mean_squared_error: 27.8944 - output16_mean_squared_error: 20.7488 - output17_mean_squared_error: 21.8486 - output18_mean_squared_error: 14.1476 - output19_mean_squared_error: 10.6962 - output20_mean_squared_error: 12.2160 - output21_mean_squared_error: 29.6238 - output22_mean_squared_error: 22.3105 - output23_mean_squared_error: 15.4043 - output24_mean_squared_error: 21.4718 - output25_mean_squared_error: 27.8245 - output26_mean_squared_error: 14.5558 - output27_mean_squared_error: 28.6192 - output28_mean_squared_error: 20.8730 - output29_mean_squared_error: 27.3046 Epoch 1435/2000 121/121 [==============================] - 0s 968us/step - loss: 615.6915 - output00_loss: 12.3946 - output01_loss: 13.5859 - output02_loss: 21.6682 - output03_loss: 32.2821 - output04_loss: 26.2409 - output05_loss: 18.4478 - output06_loss: 20.1005 - output07_loss: 22.2017 - output08_loss: 14.1767 - output09_loss: 19.1863 - output10_loss: 19.1017 - output11_loss: 20.7626 - output12_loss: 16.6738 - output13_loss: 25.3879 - output14_loss: 17.9612 - output15_loss: 27.8919 - output16_loss: 20.7487 - output17_loss: 21.8471 - output18_loss: 14.1475 - output19_loss: 10.6943 - output20_loss: 12.2138 - output21_loss: 29.6228 - output22_loss: 22.3102 - output23_loss: 15.4043 - output24_loss: 21.4711 - output25_loss: 27.8242 - output26_loss: 14.5557 - output27_loss: 28.6183 - output28_loss: 20.8699 - output29_loss: 27.2996 - output00_mean_squared_error: 12.3946 - output01_mean_squared_error: 13.5859 - output02_mean_squared_error: 21.6682 - output03_mean_squared_error: 32.2821 - output04_mean_squared_error: 26.2409 - output05_mean_squared_error: 18.4478 - output06_mean_squared_error: 20.1005 - output07_mean_squared_error: 22.2017 - output08_mean_squared_error: 14.1767 - output09_mean_squared_error: 19.1863 - output10_mean_squared_error: 19.1017 - output11_mean_squared_error: 20.7626 - output12_mean_squared_error: 16.6738 - output13_mean_squared_error: 25.3879 - output14_mean_squared_error: 17.9612 - output15_mean_squared_error: 27.8919 - output16_mean_squared_error: 20.7487 - output17_mean_squared_error: 21.8471 - output18_mean_squared_error: 14.1475 - output19_mean_squared_error: 10.6943 - output20_mean_squared_error: 12.2138 - output21_mean_squared_error: 29.6228 - output22_mean_squared_error: 22.3102 - output23_mean_squared_error: 15.4043 - output24_mean_squared_error: 21.4711 - output25_mean_squared_error: 27.8242 - output26_mean_squared_error: 14.5557 - output27_mean_squared_error: 28.6183 - output28_mean_squared_error: 20.8699 - output29_mean_squared_error: 27.2996 Epoch 1436/2000 121/121 [==============================] - 0s 945us/step - loss: 615.6508 - output00_loss: 12.3945 - output01_loss: 13.5842 - output02_loss: 21.6663 - output03_loss: 32.2812 - output04_loss: 26.2374 - output05_loss: 18.4476 - output06_loss: 20.0970 - output07_loss: 22.1988 - output08_loss: 14.1761 - output09_loss: 19.1859 - output10_loss: 19.1016 - output11_loss: 20.7626 - output12_loss: 16.6732 - output13_loss: 25.3858 - output14_loss: 17.9592 - output15_loss: 27.8894 - output16_loss: 20.7487 - output17_loss: 21.8456 - output18_loss: 14.1474 - output19_loss: 10.6924 - output20_loss: 12.2116 - output21_loss: 29.6219 - output22_loss: 22.3098 - output23_loss: 15.4042 - output24_loss: 21.4704 - output25_loss: 27.8239 - output26_loss: 14.5556 - output27_loss: 28.6173 - output28_loss: 20.8669 - output29_loss: 27.2946 - output00_mean_squared_error: 12.3945 - output01_mean_squared_error: 13.5842 - output02_mean_squared_error: 21.6663 - output03_mean_squared_error: 32.2812 - output04_mean_squared_error: 26.2374 - output05_mean_squared_error: 18.4476 - output06_mean_squared_error: 20.0970 - output07_mean_squared_error: 22.1988 - output08_mean_squared_error: 14.1761 - output09_mean_squared_error: 19.1859 - output10_mean_squared_error: 19.1016 - output11_mean_squared_error: 20.7626 - output12_mean_squared_error: 16.6732 - output13_mean_squared_error: 25.3858 - output14_mean_squared_error: 17.9592 - output15_mean_squared_error: 27.8894 - output16_mean_squared_error: 20.7487 - output17_mean_squared_error: 21.8456 - output18_mean_squared_error: 14.1474 - output19_mean_squared_error: 10.6924 - output20_mean_squared_error: 12.2116 - output21_mean_squared_error: 29.6219 - output22_mean_squared_error: 22.3098 - output23_mean_squared_error: 15.4042 - output24_mean_squared_error: 21.4704 - output25_mean_squared_error: 27.8239 - output26_mean_squared_error: 14.5556 - output27_mean_squared_error: 28.6173 - output28_mean_squared_error: 20.8669 - output29_mean_squared_error: 27.2946 Epoch 1437/2000 121/121 [==============================] - 0s 933us/step - loss: 615.6104 - output00_loss: 12.3945 - output01_loss: 13.5825 - output02_loss: 21.6644 - output03_loss: 32.2802 - output04_loss: 26.2339 - output05_loss: 18.4474 - output06_loss: 20.0935 - output07_loss: 22.1959 - output08_loss: 14.1754 - output09_loss: 19.1855 - output10_loss: 19.1014 - output11_loss: 20.7625 - output12_loss: 16.6726 - output13_loss: 25.3838 - output14_loss: 17.9571 - output15_loss: 27.8869 - output16_loss: 20.7486 - output17_loss: 21.8440 - output18_loss: 14.1473 - output19_loss: 10.6904 - output20_loss: 12.2094 - output21_loss: 29.6209 - output22_loss: 22.3094 - output23_loss: 15.4041 - output24_loss: 21.4696 - output25_loss: 27.8236 - output26_loss: 14.5556 - output27_loss: 28.6163 - output28_loss: 20.8638 - output29_loss: 27.2896 - output00_mean_squared_error: 12.3945 - output01_mean_squared_error: 13.5825 - output02_mean_squared_error: 21.6644 - output03_mean_squared_error: 32.2802 - output04_mean_squared_error: 26.2339 - output05_mean_squared_error: 18.4474 - output06_mean_squared_error: 20.0935 - output07_mean_squared_error: 22.1959 - output08_mean_squared_error: 14.1754 - output09_mean_squared_error: 19.1855 - output10_mean_squared_error: 19.1014 - output11_mean_squared_error: 20.7625 - output12_mean_squared_error: 16.6726 - output13_mean_squared_error: 25.3838 - output14_mean_squared_error: 17.9571 - output15_mean_squared_error: 27.8869 - output16_mean_squared_error: 20.7486 - output17_mean_squared_error: 21.8440 - output18_mean_squared_error: 14.1473 - output19_mean_squared_error: 10.6904 - output20_mean_squared_error: 12.2094 - output21_mean_squared_error: 29.6209 - output22_mean_squared_error: 22.3094 - output23_mean_squared_error: 15.4041 - output24_mean_squared_error: 21.4696 - output25_mean_squared_error: 27.8236 - output26_mean_squared_error: 14.5556 - output27_mean_squared_error: 28.6163 - output28_mean_squared_error: 20.8638 - output29_mean_squared_error: 27.2896 Epoch 1438/2000 121/121 [==============================] - 0s 905us/step - loss: 615.5698 - output00_loss: 12.3944 - output01_loss: 13.5808 - output02_loss: 21.6625 - output03_loss: 32.2792 - output04_loss: 26.2303 - output05_loss: 18.4472 - output06_loss: 20.0900 - output07_loss: 22.1930 - output08_loss: 14.1748 - output09_loss: 19.1850 - output10_loss: 19.1013 - output11_loss: 20.7625 - output12_loss: 16.6720 - output13_loss: 25.3817 - output14_loss: 17.9551 - output15_loss: 27.8845 - output16_loss: 20.7486 - output17_loss: 21.8425 - output18_loss: 14.1472 - output19_loss: 10.6885 - output20_loss: 12.2072 - output21_loss: 29.6200 - output22_loss: 22.3091 - output23_loss: 15.4040 - output24_loss: 21.4689 - output25_loss: 27.8234 - output26_loss: 14.5555 - output27_loss: 28.6153 - output28_loss: 20.8607 - output29_loss: 27.2847 - output00_mean_squared_error: 12.3944 - output01_mean_squared_error: 13.5808 - output02_mean_squared_error: 21.6625 - output03_mean_squared_error: 32.2792 - output04_mean_squared_error: 26.2303 - output05_mean_squared_error: 18.4472 - output06_mean_squared_error: 20.0900 - output07_mean_squared_error: 22.1930 - output08_mean_squared_error: 14.1748 - output09_mean_squared_error: 19.1850 - output10_mean_squared_error: 19.1013 - output11_mean_squared_error: 20.7625 - output12_mean_squared_error: 16.6720 - output13_mean_squared_error: 25.3817 - output14_mean_squared_error: 17.9551 - output15_mean_squared_error: 27.8845 - output16_mean_squared_error: 20.7486 - output17_mean_squared_error: 21.8425 - output18_mean_squared_error: 14.1472 - output19_mean_squared_error: 10.6885 - output20_mean_squared_error: 12.2072 - output21_mean_squared_error: 29.6200 - output22_mean_squared_error: 22.3091 - output23_mean_squared_error: 15.4040 - output24_mean_squared_error: 21.4689 - output25_mean_squared_error: 27.8234 - output26_mean_squared_error: 14.5555 - output27_mean_squared_error: 28.6153 - output28_mean_squared_error: 20.8607 - output29_mean_squared_error: 27.2847 Epoch 1439/2000 121/121 [==============================] - 0s 1ms/step - loss: 615.5295 - output00_loss: 12.3944 - output01_loss: 13.5791 - output02_loss: 21.6606 - output03_loss: 32.2783 - output04_loss: 26.2268 - output05_loss: 18.4470 - output06_loss: 20.0866 - output07_loss: 22.1901 - output08_loss: 14.1741 - output09_loss: 19.1846 - output10_loss: 19.1011 - output11_loss: 20.7625 - output12_loss: 16.6715 - output13_loss: 25.3797 - output14_loss: 17.9530 - output15_loss: 27.8820 - output16_loss: 20.7486 - output17_loss: 21.8410 - output18_loss: 14.1471 - output19_loss: 10.6866 - output20_loss: 12.2050 - output21_loss: 29.6191 - output22_loss: 22.3087 - output23_loss: 15.4039 - output24_loss: 21.4681 - output25_loss: 27.8231 - output26_loss: 14.5554 - output27_loss: 28.6144 - output28_loss: 20.8577 - output29_loss: 27.2797 - output00_mean_squared_error: 12.3944 - output01_mean_squared_error: 13.5791 - output02_mean_squared_error: 21.6606 - output03_mean_squared_error: 32.2783 - output04_mean_squared_error: 26.2268 - output05_mean_squared_error: 18.4470 - output06_mean_squared_error: 20.0866 - output07_mean_squared_error: 22.1901 - output08_mean_squared_error: 14.1741 - output09_mean_squared_error: 19.1846 - output10_mean_squared_error: 19.1011 - output11_mean_squared_error: 20.7625 - output12_mean_squared_error: 16.6715 - output13_mean_squared_error: 25.3797 - output14_mean_squared_error: 17.9530 - output15_mean_squared_error: 27.8820 - output16_mean_squared_error: 20.7486 - output17_mean_squared_error: 21.8410 - output18_mean_squared_error: 14.1471 - output19_mean_squared_error: 10.6866 - output20_mean_squared_error: 12.2050 - output21_mean_squared_error: 29.6191 - output22_mean_squared_error: 22.3087 - output23_mean_squared_error: 15.4039 - output24_mean_squared_error: 21.4681 - output25_mean_squared_error: 27.8231 - output26_mean_squared_error: 14.5554 - output27_mean_squared_error: 28.6144 - output28_mean_squared_error: 20.8577 - output29_mean_squared_error: 27.2797 Epoch 1440/2000 121/121 [==============================] - 0s 718us/step - loss: 615.4892 - output00_loss: 12.3944 - output01_loss: 13.5774 - output02_loss: 21.6587 - output03_loss: 32.2773 - output04_loss: 26.2233 - output05_loss: 18.4468 - output06_loss: 20.0831 - output07_loss: 22.1873 - output08_loss: 14.1735 - output09_loss: 19.1842 - output10_loss: 19.1010 - output11_loss: 20.7624 - output12_loss: 16.6709 - output13_loss: 25.3776 - output14_loss: 17.9509 - output15_loss: 27.8795 - output16_loss: 20.7485 - output17_loss: 21.8394 - output18_loss: 14.1470 - output19_loss: 10.6847 - output20_loss: 12.2028 - output21_loss: 29.6181 - output22_loss: 22.3084 - output23_loss: 15.4038 - output24_loss: 21.4674 - output25_loss: 27.8228 - output26_loss: 14.5553 - output27_loss: 28.6134 - output28_loss: 20.8546 - output29_loss: 27.2748 - output00_mean_squared_error: 12.3944 - output01_mean_squared_error: 13.5774 - output02_mean_squared_error: 21.6587 - output03_mean_squared_error: 32.2773 - output04_mean_squared_error: 26.2233 - output05_mean_squared_error: 18.4468 - output06_mean_squared_error: 20.0831 - output07_mean_squared_error: 22.1873 - output08_mean_squared_error: 14.1735 - output09_mean_squared_error: 19.1842 - output10_mean_squared_error: 19.1010 - output11_mean_squared_error: 20.7624 - output12_mean_squared_error: 16.6709 - output13_mean_squared_error: 25.3776 - output14_mean_squared_error: 17.9509 - output15_mean_squared_error: 27.8795 - output16_mean_squared_error: 20.7485 - output17_mean_squared_error: 21.8394 - output18_mean_squared_error: 14.1470 - output19_mean_squared_error: 10.6847 - output20_mean_squared_error: 12.2028 - output21_mean_squared_error: 29.6181 - output22_mean_squared_error: 22.3084 - output23_mean_squared_error: 15.4038 - output24_mean_squared_error: 21.4674 - output25_mean_squared_error: 27.8228 - output26_mean_squared_error: 14.5553 - output27_mean_squared_error: 28.6134 - output28_mean_squared_error: 20.8546 - output29_mean_squared_error: 27.2748 Epoch 1441/2000 121/121 [==============================] - 0s 700us/step - loss: 615.4491 - output00_loss: 12.3943 - output01_loss: 13.5756 - output02_loss: 21.6568 - output03_loss: 32.2763 - output04_loss: 26.2198 - output05_loss: 18.4465 - output06_loss: 20.0796 - output07_loss: 22.1844 - output08_loss: 14.1729 - output09_loss: 19.1837 - output10_loss: 19.1008 - output11_loss: 20.7624 - output12_loss: 16.6703 - output13_loss: 25.3756 - output14_loss: 17.9489 - output15_loss: 27.8770 - output16_loss: 20.7485 - output17_loss: 21.8379 - output18_loss: 14.1469 - output19_loss: 10.6828 - output20_loss: 12.2006 - output21_loss: 29.6172 - output22_loss: 22.3080 - output23_loss: 15.4037 - output24_loss: 21.4666 - output25_loss: 27.8226 - output26_loss: 14.5553 - output27_loss: 28.6124 - output28_loss: 20.8516 - output29_loss: 27.2698 - output00_mean_squared_error: 12.3943 - output01_mean_squared_error: 13.5756 - output02_mean_squared_error: 21.6568 - output03_mean_squared_error: 32.2763 - output04_mean_squared_error: 26.2198 - output05_mean_squared_error: 18.4465 - output06_mean_squared_error: 20.0796 - output07_mean_squared_error: 22.1844 - output08_mean_squared_error: 14.1729 - output09_mean_squared_error: 19.1837 - output10_mean_squared_error: 19.1008 - output11_mean_squared_error: 20.7624 - output12_mean_squared_error: 16.6703 - output13_mean_squared_error: 25.3756 - output14_mean_squared_error: 17.9489 - output15_mean_squared_error: 27.8770 - output16_mean_squared_error: 20.7485 - output17_mean_squared_error: 21.8379 - output18_mean_squared_error: 14.1469 - output19_mean_squared_error: 10.6828 - output20_mean_squared_error: 12.2006 - output21_mean_squared_error: 29.6172 - output22_mean_squared_error: 22.3080 - output23_mean_squared_error: 15.4037 - output24_mean_squared_error: 21.4666 - output25_mean_squared_error: 27.8226 - output26_mean_squared_error: 14.5553 - output27_mean_squared_error: 28.6124 - output28_mean_squared_error: 20.8516 - output29_mean_squared_error: 27.2698 Epoch 1442/2000 121/121 [==============================] - 0s 1ms/step - loss: 615.4089 - output00_loss: 12.3943 - output01_loss: 13.5739 - output02_loss: 21.6549 - output03_loss: 32.2754 - output04_loss: 26.2163 - output05_loss: 18.4463 - output06_loss: 20.0762 - output07_loss: 22.1815 - output08_loss: 14.1722 - output09_loss: 19.1833 - output10_loss: 19.1007 - output11_loss: 20.7623 - output12_loss: 16.6697 - output13_loss: 25.3736 - output14_loss: 17.9469 - output15_loss: 27.8745 - output16_loss: 20.7484 - output17_loss: 21.8364 - output18_loss: 14.1469 - output19_loss: 10.6809 - output20_loss: 12.1984 - output21_loss: 29.6163 - output22_loss: 22.3077 - output23_loss: 15.4036 - output24_loss: 21.4659 - output25_loss: 27.8223 - output26_loss: 14.5552 - output27_loss: 28.6115 - output28_loss: 20.8486 - output29_loss: 27.2649 - output00_mean_squared_error: 12.3943 - output01_mean_squared_error: 13.5739 - output02_mean_squared_error: 21.6549 - output03_mean_squared_error: 32.2754 - output04_mean_squared_error: 26.2163 - output05_mean_squared_error: 18.4463 - output06_mean_squared_error: 20.0762 - output07_mean_squared_error: 22.1815 - output08_mean_squared_error: 14.1722 - output09_mean_squared_error: 19.1833 - output10_mean_squared_error: 19.1007 - output11_mean_squared_error: 20.7623 - output12_mean_squared_error: 16.6697 - output13_mean_squared_error: 25.3736 - output14_mean_squared_error: 17.9469 - output15_mean_squared_error: 27.8745 - output16_mean_squared_error: 20.7484 - output17_mean_squared_error: 21.8364 - output18_mean_squared_error: 14.1469 - output19_mean_squared_error: 10.6809 - output20_mean_squared_error: 12.1984 - output21_mean_squared_error: 29.6163 - output22_mean_squared_error: 22.3077 - output23_mean_squared_error: 15.4036 - output24_mean_squared_error: 21.4659 - output25_mean_squared_error: 27.8223 - output26_mean_squared_error: 14.5552 - output27_mean_squared_error: 28.6115 - output28_mean_squared_error: 20.8486 - output29_mean_squared_error: 27.2649 Epoch 1443/2000 121/121 [==============================] - 0s 645us/step - loss: 615.3688 - output00_loss: 12.3942 - output01_loss: 13.5722 - output02_loss: 21.6530 - output03_loss: 32.2744 - output04_loss: 26.2128 - output05_loss: 18.4461 - output06_loss: 20.0727 - output07_loss: 22.1787 - output08_loss: 14.1716 - output09_loss: 19.1829 - output10_loss: 19.1006 - output11_loss: 20.7623 - output12_loss: 16.6691 - output13_loss: 25.3716 - output14_loss: 17.9448 - output15_loss: 27.8721 - output16_loss: 20.7484 - output17_loss: 21.8349 - output18_loss: 14.1468 - output19_loss: 10.6790 - output20_loss: 12.1962 - output21_loss: 29.6154 - output22_loss: 22.3073 - output23_loss: 15.4035 - output24_loss: 21.4652 - output25_loss: 27.8220 - output26_loss: 14.5551 - output27_loss: 28.6105 - output28_loss: 20.8455 - output29_loss: 27.2599 - output00_mean_squared_error: 12.3942 - output01_mean_squared_error: 13.5722 - output02_mean_squared_error: 21.6530 - output03_mean_squared_error: 32.2744 - output04_mean_squared_error: 26.2128 - output05_mean_squared_error: 18.4461 - output06_mean_squared_error: 20.0727 - output07_mean_squared_error: 22.1787 - output08_mean_squared_error: 14.1716 - output09_mean_squared_error: 19.1829 - output10_mean_squared_error: 19.1006 - output11_mean_squared_error: 20.7623 - output12_mean_squared_error: 16.6691 - output13_mean_squared_error: 25.3716 - output14_mean_squared_error: 17.9448 - output15_mean_squared_error: 27.8721 - output16_mean_squared_error: 20.7484 - output17_mean_squared_error: 21.8349 - output18_mean_squared_error: 14.1468 - output19_mean_squared_error: 10.6790 - output20_mean_squared_error: 12.1962 - output21_mean_squared_error: 29.6154 - output22_mean_squared_error: 22.3073 - output23_mean_squared_error: 15.4035 - output24_mean_squared_error: 21.4652 - output25_mean_squared_error: 27.8220 - output26_mean_squared_error: 14.5551 - output27_mean_squared_error: 28.6105 - output28_mean_squared_error: 20.8455 - output29_mean_squared_error: 27.2599 Epoch 1444/2000 121/121 [==============================] - 0s 1ms/step - loss: 615.3289 - output00_loss: 12.3942 - output01_loss: 13.5705 - output02_loss: 21.6511 - output03_loss: 32.2735 - output04_loss: 26.2093 - output05_loss: 18.4459 - output06_loss: 20.0693 - output07_loss: 22.1758 - output08_loss: 14.1710 - output09_loss: 19.1824 - output10_loss: 19.1004 - output11_loss: 20.7622 - output12_loss: 16.6686 - output13_loss: 25.3696 - output14_loss: 17.9428 - output15_loss: 27.8696 - output16_loss: 20.7483 - output17_loss: 21.8334 - output18_loss: 14.1467 - output19_loss: 10.6771 - output20_loss: 12.1940 - output21_loss: 29.6144 - output22_loss: 22.3070 - output23_loss: 15.4034 - output24_loss: 21.4645 - output25_loss: 27.8218 - output26_loss: 14.5551 - output27_loss: 28.6095 - output28_loss: 20.8425 - output29_loss: 27.2550 - output00_mean_squared_error: 12.3942 - output01_mean_squared_error: 13.5705 - output02_mean_squared_error: 21.6511 - output03_mean_squared_error: 32.2735 - output04_mean_squared_error: 26.2093 - output05_mean_squared_error: 18.4459 - output06_mean_squared_error: 20.0693 - output07_mean_squared_error: 22.1758 - output08_mean_squared_error: 14.1710 - output09_mean_squared_error: 19.1824 - output10_mean_squared_error: 19.1004 - output11_mean_squared_error: 20.7622 - output12_mean_squared_error: 16.6686 - output13_mean_squared_error: 25.3696 - output14_mean_squared_error: 17.9428 - output15_mean_squared_error: 27.8696 - output16_mean_squared_error: 20.7483 - output17_mean_squared_error: 21.8334 - output18_mean_squared_error: 14.1467 - output19_mean_squared_error: 10.6771 - output20_mean_squared_error: 12.1940 - output21_mean_squared_error: 29.6144 - output22_mean_squared_error: 22.3070 - output23_mean_squared_error: 15.4034 - output24_mean_squared_error: 21.4645 - output25_mean_squared_error: 27.8218 - output26_mean_squared_error: 14.5551 - output27_mean_squared_error: 28.6095 - output28_mean_squared_error: 20.8425 - output29_mean_squared_error: 27.2550 Epoch 1445/2000 121/121 [==============================] - 0s 643us/step - loss: 615.2889 - output00_loss: 12.3942 - output01_loss: 13.5688 - output02_loss: 21.6492 - output03_loss: 32.2725 - output04_loss: 26.2059 - output05_loss: 18.4457 - output06_loss: 20.0658 - output07_loss: 22.1730 - output08_loss: 14.1703 - output09_loss: 19.1820 - output10_loss: 19.1003 - output11_loss: 20.7622 - output12_loss: 16.6680 - output13_loss: 25.3675 - output14_loss: 17.9408 - output15_loss: 27.8672 - output16_loss: 20.7483 - output17_loss: 21.8318 - output18_loss: 14.1466 - output19_loss: 10.6752 - output20_loss: 12.1919 - output21_loss: 29.6135 - output22_loss: 22.3066 - output23_loss: 15.4033 - output24_loss: 21.4637 - output25_loss: 27.8215 - output26_loss: 14.5550 - output27_loss: 28.6086 - output28_loss: 20.8395 - output29_loss: 27.2501 - output00_mean_squared_error: 12.3942 - output01_mean_squared_error: 13.5688 - output02_mean_squared_error: 21.6492 - output03_mean_squared_error: 32.2725 - output04_mean_squared_error: 26.2059 - output05_mean_squared_error: 18.4457 - output06_mean_squared_error: 20.0658 - output07_mean_squared_error: 22.1730 - output08_mean_squared_error: 14.1703 - output09_mean_squared_error: 19.1820 - output10_mean_squared_error: 19.1003 - output11_mean_squared_error: 20.7622 - output12_mean_squared_error: 16.6680 - output13_mean_squared_error: 25.3675 - output14_mean_squared_error: 17.9408 - output15_mean_squared_error: 27.8672 - output16_mean_squared_error: 20.7483 - output17_mean_squared_error: 21.8318 - output18_mean_squared_error: 14.1466 - output19_mean_squared_error: 10.6752 - output20_mean_squared_error: 12.1919 - output21_mean_squared_error: 29.6135 - output22_mean_squared_error: 22.3066 - output23_mean_squared_error: 15.4033 - output24_mean_squared_error: 21.4637 - output25_mean_squared_error: 27.8215 - output26_mean_squared_error: 14.5550 - output27_mean_squared_error: 28.6086 - output28_mean_squared_error: 20.8395 - output29_mean_squared_error: 27.2501 Epoch 1446/2000 121/121 [==============================] - 0s 1ms/step - loss: 615.2492 - output00_loss: 12.3941 - output01_loss: 13.5671 - output02_loss: 21.6473 - output03_loss: 32.2716 - output04_loss: 26.2024 - output05_loss: 18.4455 - output06_loss: 20.0624 - output07_loss: 22.1701 - output08_loss: 14.1697 - output09_loss: 19.1816 - output10_loss: 19.1001 - output11_loss: 20.7622 - output12_loss: 16.6674 - output13_loss: 25.3655 - output14_loss: 17.9387 - output15_loss: 27.8647 - output16_loss: 20.7483 - output17_loss: 21.8303 - output18_loss: 14.1465 - output19_loss: 10.6733 - output20_loss: 12.1897 - output21_loss: 29.6126 - output22_loss: 22.3063 - output23_loss: 15.4033 - output24_loss: 21.4630 - output25_loss: 27.8212 - output26_loss: 14.5549 - output27_loss: 28.6076 - output28_loss: 20.8365 - output29_loss: 27.2452 - output00_mean_squared_error: 12.3941 - output01_mean_squared_error: 13.5671 - output02_mean_squared_error: 21.6473 - output03_mean_squared_error: 32.2716 - output04_mean_squared_error: 26.2024 - output05_mean_squared_error: 18.4455 - output06_mean_squared_error: 20.0624 - output07_mean_squared_error: 22.1701 - output08_mean_squared_error: 14.1697 - output09_mean_squared_error: 19.1816 - output10_mean_squared_error: 19.1001 - output11_mean_squared_error: 20.7622 - output12_mean_squared_error: 16.6674 - output13_mean_squared_error: 25.3655 - output14_mean_squared_error: 17.9387 - output15_mean_squared_error: 27.8647 - output16_mean_squared_error: 20.7483 - output17_mean_squared_error: 21.8303 - output18_mean_squared_error: 14.1465 - output19_mean_squared_error: 10.6733 - output20_mean_squared_error: 12.1897 - output21_mean_squared_error: 29.6126 - output22_mean_squared_error: 22.3063 - output23_mean_squared_error: 15.4033 - output24_mean_squared_error: 21.4630 - output25_mean_squared_error: 27.8212 - output26_mean_squared_error: 14.5549 - output27_mean_squared_error: 28.6076 - output28_mean_squared_error: 20.8365 - output29_mean_squared_error: 27.2452 Epoch 1447/2000 121/121 [==============================] - 0s 874us/step - loss: 615.2094 - output00_loss: 12.3941 - output01_loss: 13.5655 - output02_loss: 21.6454 - output03_loss: 32.2707 - output04_loss: 26.1989 - output05_loss: 18.4453 - output06_loss: 20.0590 - output07_loss: 22.1673 - output08_loss: 14.1691 - output09_loss: 19.1811 - output10_loss: 19.1000 - output11_loss: 20.7621 - output12_loss: 16.6669 - output13_loss: 25.3635 - output14_loss: 17.9367 - output15_loss: 27.8622 - output16_loss: 20.7482 - output17_loss: 21.8288 - output18_loss: 14.1464 - output19_loss: 10.6714 - output20_loss: 12.1875 - output21_loss: 29.6117 - output22_loss: 22.3059 - output23_loss: 15.4032 - output24_loss: 21.4623 - output25_loss: 27.8210 - output26_loss: 14.5548 - output27_loss: 28.6067 - output28_loss: 20.8335 - output29_loss: 27.2402 - output00_mean_squared_error: 12.3941 - output01_mean_squared_error: 13.5655 - output02_mean_squared_error: 21.6454 - output03_mean_squared_error: 32.2707 - output04_mean_squared_error: 26.1989 - output05_mean_squared_error: 18.4453 - output06_mean_squared_error: 20.0590 - output07_mean_squared_error: 22.1673 - output08_mean_squared_error: 14.1691 - output09_mean_squared_error: 19.1811 - output10_mean_squared_error: 19.1000 - output11_mean_squared_error: 20.7621 - output12_mean_squared_error: 16.6669 - output13_mean_squared_error: 25.3635 - output14_mean_squared_error: 17.9367 - output15_mean_squared_error: 27.8622 - output16_mean_squared_error: 20.7482 - output17_mean_squared_error: 21.8288 - output18_mean_squared_error: 14.1464 - output19_mean_squared_error: 10.6714 - output20_mean_squared_error: 12.1875 - output21_mean_squared_error: 29.6117 - output22_mean_squared_error: 22.3059 - output23_mean_squared_error: 15.4032 - output24_mean_squared_error: 21.4623 - output25_mean_squared_error: 27.8210 - output26_mean_squared_error: 14.5548 - output27_mean_squared_error: 28.6067 - output28_mean_squared_error: 20.8335 - output29_mean_squared_error: 27.2402 Epoch 1448/2000 121/121 [==============================] - 0s 1ms/step - loss: 615.1697 - output00_loss: 12.3941 - output01_loss: 13.5638 - output02_loss: 21.6435 - output03_loss: 32.2697 - output04_loss: 26.1955 - output05_loss: 18.4451 - output06_loss: 20.0556 - output07_loss: 22.1644 - output08_loss: 14.1684 - output09_loss: 19.1807 - output10_loss: 19.0998 - output11_loss: 20.7621 - output12_loss: 16.6663 - output13_loss: 25.3615 - output14_loss: 17.9347 - output15_loss: 27.8598 - output16_loss: 20.7482 - output17_loss: 21.8273 - output18_loss: 14.1463 - output19_loss: 10.6695 - output20_loss: 12.1854 - output21_loss: 29.6108 - output22_loss: 22.3056 - output23_loss: 15.4031 - output24_loss: 21.4616 - output25_loss: 27.8207 - output26_loss: 14.5548 - output27_loss: 28.6057 - output28_loss: 20.8304 - output29_loss: 27.2354 - output00_mean_squared_error: 12.3941 - output01_mean_squared_error: 13.5638 - output02_mean_squared_error: 21.6435 - output03_mean_squared_error: 32.2697 - output04_mean_squared_error: 26.1955 - output05_mean_squared_error: 18.4451 - output06_mean_squared_error: 20.0556 - output07_mean_squared_error: 22.1644 - output08_mean_squared_error: 14.1684 - output09_mean_squared_error: 19.1807 - output10_mean_squared_error: 19.0998 - output11_mean_squared_error: 20.7621 - output12_mean_squared_error: 16.6663 - output13_mean_squared_error: 25.3615 - output14_mean_squared_error: 17.9347 - output15_mean_squared_error: 27.8598 - output16_mean_squared_error: 20.7482 - output17_mean_squared_error: 21.8273 - output18_mean_squared_error: 14.1463 - output19_mean_squared_error: 10.6695 - output20_mean_squared_error: 12.1854 - output21_mean_squared_error: 29.6108 - output22_mean_squared_error: 22.3056 - output23_mean_squared_error: 15.4031 - output24_mean_squared_error: 21.4616 - output25_mean_squared_error: 27.8207 - output26_mean_squared_error: 14.5548 - output27_mean_squared_error: 28.6057 - output28_mean_squared_error: 20.8304 - output29_mean_squared_error: 27.2354 Epoch 1449/2000 121/121 [==============================] - 0s 926us/step - loss: 615.1302 - output00_loss: 12.3940 - output01_loss: 13.5621 - output02_loss: 21.6417 - output03_loss: 32.2688 - output04_loss: 26.1920 - output05_loss: 18.4449 - output06_loss: 20.0521 - output07_loss: 22.1616 - output08_loss: 14.1678 - output09_loss: 19.1803 - output10_loss: 19.0997 - output11_loss: 20.7620 - output12_loss: 16.6658 - output13_loss: 25.3595 - output14_loss: 17.9327 - output15_loss: 27.8574 - output16_loss: 20.7481 - output17_loss: 21.8258 - output18_loss: 14.1463 - output19_loss: 10.6676 - output20_loss: 12.1832 - output21_loss: 29.6098 - output22_loss: 22.3052 - output23_loss: 15.4030 - output24_loss: 21.4608 - output25_loss: 27.8204 - output26_loss: 14.5547 - output27_loss: 28.6048 - output28_loss: 20.8274 - output29_loss: 27.2305 - output00_mean_squared_error: 12.3940 - output01_mean_squared_error: 13.5621 - output02_mean_squared_error: 21.6417 - output03_mean_squared_error: 32.2688 - output04_mean_squared_error: 26.1920 - output05_mean_squared_error: 18.4449 - output06_mean_squared_error: 20.0521 - output07_mean_squared_error: 22.1616 - output08_mean_squared_error: 14.1678 - output09_mean_squared_error: 19.1803 - output10_mean_squared_error: 19.0997 - output11_mean_squared_error: 20.7620 - output12_mean_squared_error: 16.6658 - output13_mean_squared_error: 25.3595 - output14_mean_squared_error: 17.9327 - output15_mean_squared_error: 27.8574 - output16_mean_squared_error: 20.7481 - output17_mean_squared_error: 21.8258 - output18_mean_squared_error: 14.1463 - output19_mean_squared_error: 10.6676 - output20_mean_squared_error: 12.1832 - output21_mean_squared_error: 29.6098 - output22_mean_squared_error: 22.3052 - output23_mean_squared_error: 15.4030 - output24_mean_squared_error: 21.4608 - output25_mean_squared_error: 27.8204 - output26_mean_squared_error: 14.5547 - output27_mean_squared_error: 28.6048 - output28_mean_squared_error: 20.8274 - output29_mean_squared_error: 27.2305 Epoch 1450/2000 121/121 [==============================] - 0s 829us/step - loss: 615.0907 - output00_loss: 12.3940 - output01_loss: 13.5604 - output02_loss: 21.6398 - output03_loss: 32.2679 - output04_loss: 26.1886 - output05_loss: 18.4447 - output06_loss: 20.0487 - output07_loss: 22.1588 - output08_loss: 14.1672 - output09_loss: 19.1799 - output10_loss: 19.0995 - output11_loss: 20.7620 - output12_loss: 16.6652 - output13_loss: 25.3575 - output14_loss: 17.9307 - output15_loss: 27.8549 - output16_loss: 20.7481 - output17_loss: 21.8243 - output18_loss: 14.1462 - output19_loss: 10.6657 - output20_loss: 12.1811 - output21_loss: 29.6089 - output22_loss: 22.3049 - output23_loss: 15.4029 - output24_loss: 21.4601 - output25_loss: 27.8202 - output26_loss: 14.5546 - output27_loss: 28.6039 - output28_loss: 20.8244 - output29_loss: 27.2256 - output00_mean_squared_error: 12.3940 - output01_mean_squared_error: 13.5604 - output02_mean_squared_error: 21.6398 - output03_mean_squared_error: 32.2679 - output04_mean_squared_error: 26.1886 - output05_mean_squared_error: 18.4447 - output06_mean_squared_error: 20.0487 - output07_mean_squared_error: 22.1588 - output08_mean_squared_error: 14.1672 - output09_mean_squared_error: 19.1799 - output10_mean_squared_error: 19.0995 - output11_mean_squared_error: 20.7620 - output12_mean_squared_error: 16.6652 - output13_mean_squared_error: 25.3575 - output14_mean_squared_error: 17.9307 - output15_mean_squared_error: 27.8549 - output16_mean_squared_error: 20.7481 - output17_mean_squared_error: 21.8243 - output18_mean_squared_error: 14.1462 - output19_mean_squared_error: 10.6657 - output20_mean_squared_error: 12.1811 - output21_mean_squared_error: 29.6089 - output22_mean_squared_error: 22.3049 - output23_mean_squared_error: 15.4029 - output24_mean_squared_error: 21.4601 - output25_mean_squared_error: 27.8202 - output26_mean_squared_error: 14.5546 - output27_mean_squared_error: 28.6039 - output28_mean_squared_error: 20.8244 - output29_mean_squared_error: 27.2256 Epoch 1451/2000 121/121 [==============================] - 0s 833us/step - loss: 615.0512 - output00_loss: 12.3939 - output01_loss: 13.5587 - output02_loss: 21.6379 - output03_loss: 32.2669 - output04_loss: 26.1851 - output05_loss: 18.4445 - output06_loss: 20.0453 - output07_loss: 22.1560 - output08_loss: 14.1666 - output09_loss: 19.1795 - output10_loss: 19.0994 - output11_loss: 20.7620 - output12_loss: 16.6646 - output13_loss: 25.3555 - output14_loss: 17.9286 - output15_loss: 27.8525 - output16_loss: 20.7481 - output17_loss: 21.8228 - output18_loss: 14.1461 - output19_loss: 10.6638 - output20_loss: 12.1789 - output21_loss: 29.6080 - output22_loss: 22.3046 - output23_loss: 15.4028 - output24_loss: 21.4594 - output25_loss: 27.8199 - output26_loss: 14.5546 - output27_loss: 28.6029 - output28_loss: 20.8215 - output29_loss: 27.2207 - output00_mean_squared_error: 12.3939 - output01_mean_squared_error: 13.5587 - output02_mean_squared_error: 21.6379 - output03_mean_squared_error: 32.2669 - output04_mean_squared_error: 26.1851 - output05_mean_squared_error: 18.4445 - output06_mean_squared_error: 20.0453 - output07_mean_squared_error: 22.1560 - output08_mean_squared_error: 14.1666 - output09_mean_squared_error: 19.1795 - output10_mean_squared_error: 19.0994 - output11_mean_squared_error: 20.7620 - output12_mean_squared_error: 16.6646 - output13_mean_squared_error: 25.3555 - output14_mean_squared_error: 17.9286 - output15_mean_squared_error: 27.8525 - output16_mean_squared_error: 20.7481 - output17_mean_squared_error: 21.8228 - output18_mean_squared_error: 14.1461 - output19_mean_squared_error: 10.6638 - output20_mean_squared_error: 12.1789 - output21_mean_squared_error: 29.6080 - output22_mean_squared_error: 22.3046 - output23_mean_squared_error: 15.4028 - output24_mean_squared_error: 21.4594 - output25_mean_squared_error: 27.8199 - output26_mean_squared_error: 14.5546 - output27_mean_squared_error: 28.6029 - output28_mean_squared_error: 20.8215 - output29_mean_squared_error: 27.2207 Epoch 1452/2000 121/121 [==============================] - 0s 778us/step - loss: 615.0118 - output00_loss: 12.3939 - output01_loss: 13.5570 - output02_loss: 21.6361 - output03_loss: 32.2660 - output04_loss: 26.1817 - output05_loss: 18.4443 - output06_loss: 20.0419 - output07_loss: 22.1532 - output08_loss: 14.1660 - output09_loss: 19.1790 - output10_loss: 19.0993 - output11_loss: 20.7619 - output12_loss: 16.6641 - output13_loss: 25.3536 - output14_loss: 17.9266 - output15_loss: 27.8501 - output16_loss: 20.7480 - output17_loss: 21.8214 - output18_loss: 14.1460 - output19_loss: 10.6619 - output20_loss: 12.1768 - output21_loss: 29.6071 - output22_loss: 22.3042 - output23_loss: 15.4027 - output24_loss: 21.4587 - output25_loss: 27.8196 - output26_loss: 14.5545 - output27_loss: 28.6020 - output28_loss: 20.8185 - output29_loss: 27.2158 - output00_mean_squared_error: 12.3939 - output01_mean_squared_error: 13.5570 - output02_mean_squared_error: 21.6361 - output03_mean_squared_error: 32.2660 - output04_mean_squared_error: 26.1817 - output05_mean_squared_error: 18.4443 - output06_mean_squared_error: 20.0419 - output07_mean_squared_error: 22.1532 - output08_mean_squared_error: 14.1660 - output09_mean_squared_error: 19.1790 - output10_mean_squared_error: 19.0993 - output11_mean_squared_error: 20.7619 - output12_mean_squared_error: 16.6641 - output13_mean_squared_error: 25.3536 - output14_mean_squared_error: 17.9266 - output15_mean_squared_error: 27.8501 - output16_mean_squared_error: 20.7480 - output17_mean_squared_error: 21.8214 - output18_mean_squared_error: 14.1460 - output19_mean_squared_error: 10.6619 - output20_mean_squared_error: 12.1768 - output21_mean_squared_error: 29.6071 - output22_mean_squared_error: 22.3042 - output23_mean_squared_error: 15.4027 - output24_mean_squared_error: 21.4587 - output25_mean_squared_error: 27.8196 - output26_mean_squared_error: 14.5545 - output27_mean_squared_error: 28.6020 - output28_mean_squared_error: 20.8185 - output29_mean_squared_error: 27.2158 Epoch 1453/2000 121/121 [==============================] - 0s 951us/step - loss: 614.9725 - output00_loss: 12.3939 - output01_loss: 13.5554 - output02_loss: 21.6342 - output03_loss: 32.2651 - output04_loss: 26.1782 - output05_loss: 18.4441 - output06_loss: 20.0385 - output07_loss: 22.1503 - output08_loss: 14.1654 - output09_loss: 19.1786 - output10_loss: 19.0991 - output11_loss: 20.7619 - output12_loss: 16.6635 - output13_loss: 25.3516 - output14_loss: 17.9246 - output15_loss: 27.8476 - output16_loss: 20.7480 - output17_loss: 21.8199 - output18_loss: 14.1459 - output19_loss: 10.6600 - output20_loss: 12.1746 - output21_loss: 29.6062 - output22_loss: 22.3039 - output23_loss: 15.4026 - output24_loss: 21.4580 - output25_loss: 27.8194 - output26_loss: 14.5544 - output27_loss: 28.6010 - output28_loss: 20.8155 - output29_loss: 27.2109 - output00_mean_squared_error: 12.3939 - output01_mean_squared_error: 13.5554 - output02_mean_squared_error: 21.6342 - output03_mean_squared_error: 32.2651 - output04_mean_squared_error: 26.1782 - output05_mean_squared_error: 18.4441 - output06_mean_squared_error: 20.0385 - output07_mean_squared_error: 22.1503 - output08_mean_squared_error: 14.1654 - output09_mean_squared_error: 19.1786 - output10_mean_squared_error: 19.0991 - output11_mean_squared_error: 20.7619 - output12_mean_squared_error: 16.6635 - output13_mean_squared_error: 25.3516 - output14_mean_squared_error: 17.9246 - output15_mean_squared_error: 27.8476 - output16_mean_squared_error: 20.7480 - output17_mean_squared_error: 21.8199 - output18_mean_squared_error: 14.1459 - output19_mean_squared_error: 10.6600 - output20_mean_squared_error: 12.1746 - output21_mean_squared_error: 29.6062 - output22_mean_squared_error: 22.3039 - output23_mean_squared_error: 15.4026 - output24_mean_squared_error: 21.4580 - output25_mean_squared_error: 27.8194 - output26_mean_squared_error: 14.5544 - output27_mean_squared_error: 28.6010 - output28_mean_squared_error: 20.8155 - output29_mean_squared_error: 27.2109 Epoch 1454/2000 121/121 [==============================] - 0s 468us/step - loss: 614.9332 - output00_loss: 12.3938 - output01_loss: 13.5537 - output02_loss: 21.6323 - output03_loss: 32.2642 - output04_loss: 26.1748 - output05_loss: 18.4439 - output06_loss: 20.0351 - output07_loss: 22.1475 - output08_loss: 14.1647 - output09_loss: 19.1782 - output10_loss: 19.0990 - output11_loss: 20.7619 - output12_loss: 16.6630 - output13_loss: 25.3496 - output14_loss: 17.9226 - output15_loss: 27.8452 - output16_loss: 20.7479 - output17_loss: 21.8184 - output18_loss: 14.1458 - output19_loss: 10.6582 - output20_loss: 12.1725 - output21_loss: 29.6053 - output22_loss: 22.3035 - output23_loss: 15.4026 - output24_loss: 21.4573 - output25_loss: 27.8191 - output26_loss: 14.5543 - output27_loss: 28.6001 - output28_loss: 20.8125 - output29_loss: 27.2061 - output00_mean_squared_error: 12.3938 - output01_mean_squared_error: 13.5537 - output02_mean_squared_error: 21.6323 - output03_mean_squared_error: 32.2642 - output04_mean_squared_error: 26.1748 - output05_mean_squared_error: 18.4439 - output06_mean_squared_error: 20.0351 - output07_mean_squared_error: 22.1475 - output08_mean_squared_error: 14.1647 - output09_mean_squared_error: 19.1782 - output10_mean_squared_error: 19.0990 - output11_mean_squared_error: 20.7619 - output12_mean_squared_error: 16.6630 - output13_mean_squared_error: 25.3496 - output14_mean_squared_error: 17.9226 - output15_mean_squared_error: 27.8452 - output16_mean_squared_error: 20.7479 - output17_mean_squared_error: 21.8184 - output18_mean_squared_error: 14.1458 - output19_mean_squared_error: 10.6582 - output20_mean_squared_error: 12.1725 - output21_mean_squared_error: 29.6053 - output22_mean_squared_error: 22.3035 - output23_mean_squared_error: 15.4026 - output24_mean_squared_error: 21.4573 - output25_mean_squared_error: 27.8191 - output26_mean_squared_error: 14.5543 - output27_mean_squared_error: 28.6001 - output28_mean_squared_error: 20.8125 - output29_mean_squared_error: 27.2061 Epoch 1455/2000 121/121 [==============================] - 0s 1ms/step - loss: 614.8942 - output00_loss: 12.3938 - output01_loss: 13.5520 - output02_loss: 21.6305 - output03_loss: 32.2633 - output04_loss: 26.1714 - output05_loss: 18.4437 - output06_loss: 20.0317 - output07_loss: 22.1447 - output08_loss: 14.1641 - output09_loss: 19.1778 - output10_loss: 19.0988 - output11_loss: 20.7618 - output12_loss: 16.6624 - output13_loss: 25.3476 - output14_loss: 17.9207 - output15_loss: 27.8428 - output16_loss: 20.7479 - output17_loss: 21.8169 - output18_loss: 14.1458 - output19_loss: 10.6563 - output20_loss: 12.1704 - output21_loss: 29.6044 - output22_loss: 22.3032 - output23_loss: 15.4025 - output24_loss: 21.4566 - output25_loss: 27.8189 - output26_loss: 14.5543 - output27_loss: 28.5992 - output28_loss: 20.8095 - output29_loss: 27.2012 - output00_mean_squared_error: 12.3938 - output01_mean_squared_error: 13.5520 - output02_mean_squared_error: 21.6305 - output03_mean_squared_error: 32.2633 - output04_mean_squared_error: 26.1714 - output05_mean_squared_error: 18.4437 - output06_mean_squared_error: 20.0317 - output07_mean_squared_error: 22.1447 - output08_mean_squared_error: 14.1641 - output09_mean_squared_error: 19.1778 - output10_mean_squared_error: 19.0988 - output11_mean_squared_error: 20.7618 - output12_mean_squared_error: 16.6624 - output13_mean_squared_error: 25.3476 - output14_mean_squared_error: 17.9207 - output15_mean_squared_error: 27.8428 - output16_mean_squared_error: 20.7479 - output17_mean_squared_error: 21.8169 - output18_mean_squared_error: 14.1458 - output19_mean_squared_error: 10.6563 - output20_mean_squared_error: 12.1704 - output21_mean_squared_error: 29.6044 - output22_mean_squared_error: 22.3032 - output23_mean_squared_error: 15.4025 - output24_mean_squared_error: 21.4566 - output25_mean_squared_error: 27.8189 - output26_mean_squared_error: 14.5543 - output27_mean_squared_error: 28.5992 - output28_mean_squared_error: 20.8095 - output29_mean_squared_error: 27.2012 Epoch 1456/2000 121/121 [==============================] - 0s 927us/step - loss: 614.8551 - output00_loss: 12.3938 - output01_loss: 13.5504 - output02_loss: 21.6286 - output03_loss: 32.2624 - output04_loss: 26.1680 - output05_loss: 18.4435 - output06_loss: 20.0284 - output07_loss: 22.1420 - output08_loss: 14.1635 - output09_loss: 19.1774 - output10_loss: 19.0987 - output11_loss: 20.7618 - output12_loss: 16.6619 - output13_loss: 25.3457 - output14_loss: 17.9187 - output15_loss: 27.8404 - output16_loss: 20.7479 - output17_loss: 21.8154 - output18_loss: 14.1457 - output19_loss: 10.6544 - output20_loss: 12.1683 - output21_loss: 29.6035 - output22_loss: 22.3029 - output23_loss: 15.4024 - output24_loss: 21.4559 - output25_loss: 27.8186 - output26_loss: 14.5542 - output27_loss: 28.5983 - output28_loss: 20.8066 - output29_loss: 27.1964 - output00_mean_squared_error: 12.3938 - output01_mean_squared_error: 13.5504 - output02_mean_squared_error: 21.6286 - output03_mean_squared_error: 32.2624 - output04_mean_squared_error: 26.1680 - output05_mean_squared_error: 18.4435 - output06_mean_squared_error: 20.0284 - output07_mean_squared_error: 22.1420 - output08_mean_squared_error: 14.1635 - output09_mean_squared_error: 19.1774 - output10_mean_squared_error: 19.0987 - output11_mean_squared_error: 20.7618 - output12_mean_squared_error: 16.6619 - output13_mean_squared_error: 25.3457 - output14_mean_squared_error: 17.9187 - output15_mean_squared_error: 27.8404 - output16_mean_squared_error: 20.7479 - output17_mean_squared_error: 21.8154 - output18_mean_squared_error: 14.1457 - output19_mean_squared_error: 10.6544 - output20_mean_squared_error: 12.1683 - output21_mean_squared_error: 29.6035 - output22_mean_squared_error: 22.3029 - output23_mean_squared_error: 15.4024 - output24_mean_squared_error: 21.4559 - output25_mean_squared_error: 27.8186 - output26_mean_squared_error: 14.5542 - output27_mean_squared_error: 28.5983 - output28_mean_squared_error: 20.8066 - output29_mean_squared_error: 27.1964 Epoch 1457/2000 121/121 [==============================] - 0s 1ms/step - loss: 614.8161 - output00_loss: 12.3937 - output01_loss: 13.5487 - output02_loss: 21.6268 - output03_loss: 32.2614 - output04_loss: 26.1646 - output05_loss: 18.4433 - output06_loss: 20.0250 - output07_loss: 22.1392 - output08_loss: 14.1629 - output09_loss: 19.1770 - output10_loss: 19.0986 - output11_loss: 20.7618 - output12_loss: 16.6613 - output13_loss: 25.3437 - output14_loss: 17.9167 - output15_loss: 27.8379 - output16_loss: 20.7478 - output17_loss: 21.8139 - output18_loss: 14.1456 - output19_loss: 10.6525 - output20_loss: 12.1661 - output21_loss: 29.6026 - output22_loss: 22.3025 - output23_loss: 15.4023 - output24_loss: 21.4552 - output25_loss: 27.8184 - output26_loss: 14.5541 - output27_loss: 28.5973 - output28_loss: 20.8036 - output29_loss: 27.1915 - output00_mean_squared_error: 12.3937 - output01_mean_squared_error: 13.5487 - output02_mean_squared_error: 21.6268 - output03_mean_squared_error: 32.2614 - output04_mean_squared_error: 26.1646 - output05_mean_squared_error: 18.4433 - output06_mean_squared_error: 20.0250 - output07_mean_squared_error: 22.1392 - output08_mean_squared_error: 14.1629 - output09_mean_squared_error: 19.1770 - output10_mean_squared_error: 19.0986 - output11_mean_squared_error: 20.7618 - output12_mean_squared_error: 16.6613 - output13_mean_squared_error: 25.3437 - output14_mean_squared_error: 17.9167 - output15_mean_squared_error: 27.8379 - output16_mean_squared_error: 20.7478 - output17_mean_squared_error: 21.8139 - output18_mean_squared_error: 14.1456 - output19_mean_squared_error: 10.6525 - output20_mean_squared_error: 12.1661 - output21_mean_squared_error: 29.6026 - output22_mean_squared_error: 22.3025 - output23_mean_squared_error: 15.4023 - output24_mean_squared_error: 21.4552 - output25_mean_squared_error: 27.8184 - output26_mean_squared_error: 14.5541 - output27_mean_squared_error: 28.5973 - output28_mean_squared_error: 20.8036 - output29_mean_squared_error: 27.1915 Epoch 1458/2000 121/121 [==============================] - 0s 496us/step - loss: 614.7772 - output00_loss: 12.3937 - output01_loss: 13.5470 - output02_loss: 21.6249 - output03_loss: 32.2605 - output04_loss: 26.1612 - output05_loss: 18.4431 - output06_loss: 20.0216 - output07_loss: 22.1364 - output08_loss: 14.1623 - output09_loss: 19.1766 - output10_loss: 19.0984 - output11_loss: 20.7617 - output12_loss: 16.6608 - output13_loss: 25.3417 - output14_loss: 17.9147 - output15_loss: 27.8355 - output16_loss: 20.7478 - output17_loss: 21.8125 - output18_loss: 14.1455 - output19_loss: 10.6506 - output20_loss: 12.1640 - output21_loss: 29.6017 - output22_loss: 22.3022 - output23_loss: 15.4022 - output24_loss: 21.4545 - output25_loss: 27.8181 - output26_loss: 14.5541 - output27_loss: 28.5964 - output28_loss: 20.8006 - output29_loss: 27.1867 - output00_mean_squared_error: 12.3937 - output01_mean_squared_error: 13.5470 - output02_mean_squared_error: 21.6249 - output03_mean_squared_error: 32.2605 - output04_mean_squared_error: 26.1612 - output05_mean_squared_error: 18.4431 - output06_mean_squared_error: 20.0216 - output07_mean_squared_error: 22.1364 - output08_mean_squared_error: 14.1623 - output09_mean_squared_error: 19.1766 - output10_mean_squared_error: 19.0984 - output11_mean_squared_error: 20.7617 - output12_mean_squared_error: 16.6608 - output13_mean_squared_error: 25.3417 - output14_mean_squared_error: 17.9147 - output15_mean_squared_error: 27.8355 - output16_mean_squared_error: 20.7478 - output17_mean_squared_error: 21.8125 - output18_mean_squared_error: 14.1455 - output19_mean_squared_error: 10.6506 - output20_mean_squared_error: 12.1640 - output21_mean_squared_error: 29.6017 - output22_mean_squared_error: 22.3022 - output23_mean_squared_error: 15.4022 - output24_mean_squared_error: 21.4545 - output25_mean_squared_error: 27.8181 - output26_mean_squared_error: 14.5541 - output27_mean_squared_error: 28.5964 - output28_mean_squared_error: 20.8006 - output29_mean_squared_error: 27.1867 Epoch 1459/2000 121/121 [==============================] - 0s 647us/step - loss: 614.7384 - output00_loss: 12.3937 - output01_loss: 13.5454 - output02_loss: 21.6231 - output03_loss: 32.2596 - output04_loss: 26.1578 - output05_loss: 18.4429 - output06_loss: 20.0183 - output07_loss: 22.1336 - output08_loss: 14.1617 - output09_loss: 19.1762 - output10_loss: 19.0983 - output11_loss: 20.7617 - output12_loss: 16.6602 - output13_loss: 25.3398 - output14_loss: 17.9127 - output15_loss: 27.8331 - output16_loss: 20.7477 - output17_loss: 21.8110 - output18_loss: 14.1454 - output19_loss: 10.6488 - output20_loss: 12.1619 - output21_loss: 29.6008 - output22_loss: 22.3019 - output23_loss: 15.4021 - output24_loss: 21.4538 - output25_loss: 27.8179 - output26_loss: 14.5540 - output27_loss: 28.5955 - output28_loss: 20.7977 - output29_loss: 27.1819 - output00_mean_squared_error: 12.3937 - output01_mean_squared_error: 13.5454 - output02_mean_squared_error: 21.6231 - output03_mean_squared_error: 32.2596 - output04_mean_squared_error: 26.1578 - output05_mean_squared_error: 18.4429 - output06_mean_squared_error: 20.0183 - output07_mean_squared_error: 22.1336 - output08_mean_squared_error: 14.1617 - output09_mean_squared_error: 19.1762 - output10_mean_squared_error: 19.0983 - output11_mean_squared_error: 20.7617 - output12_mean_squared_error: 16.6602 - output13_mean_squared_error: 25.3398 - output14_mean_squared_error: 17.9127 - output15_mean_squared_error: 27.8331 - output16_mean_squared_error: 20.7477 - output17_mean_squared_error: 21.8110 - output18_mean_squared_error: 14.1454 - output19_mean_squared_error: 10.6488 - output20_mean_squared_error: 12.1619 - output21_mean_squared_error: 29.6008 - output22_mean_squared_error: 22.3019 - output23_mean_squared_error: 15.4021 - output24_mean_squared_error: 21.4538 - output25_mean_squared_error: 27.8179 - output26_mean_squared_error: 14.5540 - output27_mean_squared_error: 28.5955 - output28_mean_squared_error: 20.7977 - output29_mean_squared_error: 27.1819 Epoch 1460/2000 121/121 [==============================] - 0s 1ms/step - loss: 614.6996 - output00_loss: 12.3936 - output01_loss: 13.5437 - output02_loss: 21.6213 - output03_loss: 32.2587 - output04_loss: 26.1544 - output05_loss: 18.4427 - output06_loss: 20.0149 - output07_loss: 22.1308 - output08_loss: 14.1611 - output09_loss: 19.1757 - output10_loss: 19.0981 - output11_loss: 20.7616 - output12_loss: 16.6597 - output13_loss: 25.3378 - output14_loss: 17.9108 - output15_loss: 27.8307 - output16_loss: 20.7477 - output17_loss: 21.8095 - output18_loss: 14.1454 - output19_loss: 10.6469 - output20_loss: 12.1598 - output21_loss: 29.6000 - output22_loss: 22.3016 - output23_loss: 15.4021 - output24_loss: 21.4531 - output25_loss: 27.8176 - output26_loss: 14.5539 - output27_loss: 28.5946 - output28_loss: 20.7947 - output29_loss: 27.1770 - output00_mean_squared_error: 12.3936 - output01_mean_squared_error: 13.5437 - output02_mean_squared_error: 21.6213 - output03_mean_squared_error: 32.2587 - output04_mean_squared_error: 26.1544 - output05_mean_squared_error: 18.4427 - output06_mean_squared_error: 20.0149 - output07_mean_squared_error: 22.1308 - output08_mean_squared_error: 14.1611 - output09_mean_squared_error: 19.1757 - output10_mean_squared_error: 19.0981 - output11_mean_squared_error: 20.7616 - output12_mean_squared_error: 16.6597 - output13_mean_squared_error: 25.3378 - output14_mean_squared_error: 17.9108 - output15_mean_squared_error: 27.8307 - output16_mean_squared_error: 20.7477 - output17_mean_squared_error: 21.8095 - output18_mean_squared_error: 14.1454 - output19_mean_squared_error: 10.6469 - output20_mean_squared_error: 12.1598 - output21_mean_squared_error: 29.6000 - output22_mean_squared_error: 22.3016 - output23_mean_squared_error: 15.4021 - output24_mean_squared_error: 21.4531 - output25_mean_squared_error: 27.8176 - output26_mean_squared_error: 14.5539 - output27_mean_squared_error: 28.5946 - output28_mean_squared_error: 20.7947 - output29_mean_squared_error: 27.1770 Epoch 1461/2000 121/121 [==============================] - 0s 909us/step - loss: 614.6609 - output00_loss: 12.3936 - output01_loss: 13.5421 - output02_loss: 21.6194 - output03_loss: 32.2579 - output04_loss: 26.1510 - output05_loss: 18.4425 - output06_loss: 20.0116 - output07_loss: 22.1281 - output08_loss: 14.1605 - output09_loss: 19.1753 - output10_loss: 19.0980 - output11_loss: 20.7616 - output12_loss: 16.6592 - output13_loss: 25.3359 - output14_loss: 17.9088 - output15_loss: 27.8283 - output16_loss: 20.7477 - output17_loss: 21.8081 - output18_loss: 14.1453 - output19_loss: 10.6450 - output20_loss: 12.1577 - output21_loss: 29.5991 - output22_loss: 22.3012 - output23_loss: 15.4020 - output24_loss: 21.4524 - output25_loss: 27.8174 - output26_loss: 14.5539 - output27_loss: 28.5937 - output28_loss: 20.7918 - output29_loss: 27.1722 - output00_mean_squared_error: 12.3936 - output01_mean_squared_error: 13.5421 - output02_mean_squared_error: 21.6194 - output03_mean_squared_error: 32.2579 - output04_mean_squared_error: 26.1510 - output05_mean_squared_error: 18.4425 - output06_mean_squared_error: 20.0116 - output07_mean_squared_error: 22.1281 - output08_mean_squared_error: 14.1605 - output09_mean_squared_error: 19.1753 - output10_mean_squared_error: 19.0980 - output11_mean_squared_error: 20.7616 - output12_mean_squared_error: 16.6592 - output13_mean_squared_error: 25.3359 - output14_mean_squared_error: 17.9088 - output15_mean_squared_error: 27.8283 - output16_mean_squared_error: 20.7477 - output17_mean_squared_error: 21.8081 - output18_mean_squared_error: 14.1453 - output19_mean_squared_error: 10.6450 - output20_mean_squared_error: 12.1577 - output21_mean_squared_error: 29.5991 - output22_mean_squared_error: 22.3012 - output23_mean_squared_error: 15.4020 - output24_mean_squared_error: 21.4524 - output25_mean_squared_error: 27.8174 - output26_mean_squared_error: 14.5539 - output27_mean_squared_error: 28.5937 - output28_mean_squared_error: 20.7918 - output29_mean_squared_error: 27.1722 Epoch 1462/2000 121/121 [==============================] - 0s 999us/step - loss: 614.6223 - output00_loss: 12.3936 - output01_loss: 13.5404 - output02_loss: 21.6176 - output03_loss: 32.2570 - output04_loss: 26.1476 - output05_loss: 18.4423 - output06_loss: 20.0082 - output07_loss: 22.1253 - output08_loss: 14.1599 - output09_loss: 19.1749 - output10_loss: 19.0979 - output11_loss: 20.7616 - output12_loss: 16.6586 - output13_loss: 25.3339 - output14_loss: 17.9068 - output15_loss: 27.8259 - output16_loss: 20.7476 - output17_loss: 21.8066 - output18_loss: 14.1452 - output19_loss: 10.6432 - output20_loss: 12.1556 - output21_loss: 29.5982 - output22_loss: 22.3009 - output23_loss: 15.4019 - output24_loss: 21.4517 - output25_loss: 27.8171 - output26_loss: 14.5538 - output27_loss: 28.5928 - output28_loss: 20.7888 - output29_loss: 27.1674 - output00_mean_squared_error: 12.3936 - output01_mean_squared_error: 13.5404 - output02_mean_squared_error: 21.6176 - output03_mean_squared_error: 32.2570 - output04_mean_squared_error: 26.1476 - output05_mean_squared_error: 18.4423 - output06_mean_squared_error: 20.0082 - output07_mean_squared_error: 22.1253 - output08_mean_squared_error: 14.1599 - output09_mean_squared_error: 19.1749 - output10_mean_squared_error: 19.0979 - output11_mean_squared_error: 20.7616 - output12_mean_squared_error: 16.6586 - output13_mean_squared_error: 25.3339 - output14_mean_squared_error: 17.9068 - output15_mean_squared_error: 27.8259 - output16_mean_squared_error: 20.7476 - output17_mean_squared_error: 21.8066 - output18_mean_squared_error: 14.1452 - output19_mean_squared_error: 10.6432 - output20_mean_squared_error: 12.1556 - output21_mean_squared_error: 29.5982 - output22_mean_squared_error: 22.3009 - output23_mean_squared_error: 15.4019 - output24_mean_squared_error: 21.4517 - output25_mean_squared_error: 27.8171 - output26_mean_squared_error: 14.5538 - output27_mean_squared_error: 28.5928 - output28_mean_squared_error: 20.7888 - output29_mean_squared_error: 27.1674 Epoch 1463/2000 121/121 [==============================] - 0s 785us/step - loss: 614.5837 - output00_loss: 12.3935 - output01_loss: 13.5388 - output02_loss: 21.6158 - output03_loss: 32.2561 - output04_loss: 26.1442 - output05_loss: 18.4421 - output06_loss: 20.0049 - output07_loss: 22.1226 - output08_loss: 14.1593 - output09_loss: 19.1745 - output10_loss: 19.0977 - output11_loss: 20.7615 - output12_loss: 16.6581 - output13_loss: 25.3320 - output14_loss: 17.9049 - output15_loss: 27.8235 - output16_loss: 20.7476 - output17_loss: 21.8052 - output18_loss: 14.1451 - output19_loss: 10.6413 - output20_loss: 12.1535 - output21_loss: 29.5973 - output22_loss: 22.3006 - output23_loss: 15.4018 - output24_loss: 21.4510 - output25_loss: 27.8169 - output26_loss: 14.5537 - output27_loss: 28.5919 - output28_loss: 20.7859 - output29_loss: 27.1626 - output00_mean_squared_error: 12.3935 - output01_mean_squared_error: 13.5388 - output02_mean_squared_error: 21.6158 - output03_mean_squared_error: 32.2561 - output04_mean_squared_error: 26.1442 - output05_mean_squared_error: 18.4421 - output06_mean_squared_error: 20.0049 - output07_mean_squared_error: 22.1226 - output08_mean_squared_error: 14.1593 - output09_mean_squared_error: 19.1745 - output10_mean_squared_error: 19.0977 - output11_mean_squared_error: 20.7615 - output12_mean_squared_error: 16.6581 - output13_mean_squared_error: 25.3320 - output14_mean_squared_error: 17.9049 - output15_mean_squared_error: 27.8235 - output16_mean_squared_error: 20.7476 - output17_mean_squared_error: 21.8052 - output18_mean_squared_error: 14.1451 - output19_mean_squared_error: 10.6413 - output20_mean_squared_error: 12.1535 - output21_mean_squared_error: 29.5973 - output22_mean_squared_error: 22.3006 - output23_mean_squared_error: 15.4018 - output24_mean_squared_error: 21.4510 - output25_mean_squared_error: 27.8169 - output26_mean_squared_error: 14.5537 - output27_mean_squared_error: 28.5919 - output28_mean_squared_error: 20.7859 - output29_mean_squared_error: 27.1626 Epoch 1464/2000 121/121 [==============================] - 0s 819us/step - loss: 614.5453 - output00_loss: 12.3935 - output01_loss: 13.5371 - output02_loss: 21.6140 - output03_loss: 32.2552 - output04_loss: 26.1408 - output05_loss: 18.4419 - output06_loss: 20.0015 - output07_loss: 22.1198 - output08_loss: 14.1587 - output09_loss: 19.1741 - output10_loss: 19.0976 - output11_loss: 20.7615 - output12_loss: 16.6576 - output13_loss: 25.3300 - output14_loss: 17.9029 - output15_loss: 27.8211 - output16_loss: 20.7475 - output17_loss: 21.8037 - output18_loss: 14.1450 - output19_loss: 10.6394 - output20_loss: 12.1514 - output21_loss: 29.5964 - output22_loss: 22.3003 - output23_loss: 15.4017 - output24_loss: 21.4503 - output25_loss: 27.8166 - output26_loss: 14.5537 - output27_loss: 28.5910 - output28_loss: 20.7830 - output29_loss: 27.1578 - output00_mean_squared_error: 12.3935 - output01_mean_squared_error: 13.5371 - output02_mean_squared_error: 21.6140 - output03_mean_squared_error: 32.2552 - output04_mean_squared_error: 26.1408 - output05_mean_squared_error: 18.4419 - output06_mean_squared_error: 20.0015 - output07_mean_squared_error: 22.1198 - output08_mean_squared_error: 14.1587 - output09_mean_squared_error: 19.1741 - output10_mean_squared_error: 19.0976 - output11_mean_squared_error: 20.7615 - output12_mean_squared_error: 16.6576 - output13_mean_squared_error: 25.3300 - output14_mean_squared_error: 17.9029 - output15_mean_squared_error: 27.8211 - output16_mean_squared_error: 20.7475 - output17_mean_squared_error: 21.8037 - output18_mean_squared_error: 14.1450 - output19_mean_squared_error: 10.6394 - output20_mean_squared_error: 12.1514 - output21_mean_squared_error: 29.5964 - output22_mean_squared_error: 22.3003 - output23_mean_squared_error: 15.4017 - output24_mean_squared_error: 21.4503 - output25_mean_squared_error: 27.8166 - output26_mean_squared_error: 14.5537 - output27_mean_squared_error: 28.5910 - output28_mean_squared_error: 20.7830 - output29_mean_squared_error: 27.1578 Epoch 1465/2000 121/121 [==============================] - 0s 833us/step - loss: 614.5069 - output00_loss: 12.3935 - output01_loss: 13.5355 - output02_loss: 21.6121 - output03_loss: 32.2543 - output04_loss: 26.1375 - output05_loss: 18.4417 - output06_loss: 19.9982 - output07_loss: 22.1171 - output08_loss: 14.1581 - output09_loss: 19.1737 - output10_loss: 19.0975 - output11_loss: 20.7615 - output12_loss: 16.6570 - output13_loss: 25.3281 - output14_loss: 17.9010 - output15_loss: 27.8188 - output16_loss: 20.7475 - output17_loss: 21.8023 - output18_loss: 14.1450 - output19_loss: 10.6376 - output20_loss: 12.1493 - output21_loss: 29.5956 - output22_loss: 22.2999 - output23_loss: 15.4017 - output24_loss: 21.4496 - output25_loss: 27.8164 - output26_loss: 14.5536 - output27_loss: 28.5901 - output28_loss: 20.7800 - output29_loss: 27.1530 - output00_mean_squared_error: 12.3935 - output01_mean_squared_error: 13.5355 - output02_mean_squared_error: 21.6121 - output03_mean_squared_error: 32.2543 - output04_mean_squared_error: 26.1375 - output05_mean_squared_error: 18.4417 - output06_mean_squared_error: 19.9982 - output07_mean_squared_error: 22.1171 - output08_mean_squared_error: 14.1581 - output09_mean_squared_error: 19.1737 - output10_mean_squared_error: 19.0975 - output11_mean_squared_error: 20.7615 - output12_mean_squared_error: 16.6570 - output13_mean_squared_error: 25.3281 - output14_mean_squared_error: 17.9010 - output15_mean_squared_error: 27.8188 - output16_mean_squared_error: 20.7475 - output17_mean_squared_error: 21.8023 - output18_mean_squared_error: 14.1450 - output19_mean_squared_error: 10.6376 - output20_mean_squared_error: 12.1493 - output21_mean_squared_error: 29.5956 - output22_mean_squared_error: 22.2999 - output23_mean_squared_error: 15.4017 - output24_mean_squared_error: 21.4496 - output25_mean_squared_error: 27.8164 - output26_mean_squared_error: 14.5536 - output27_mean_squared_error: 28.5901 - output28_mean_squared_error: 20.7800 - output29_mean_squared_error: 27.1530 Epoch 1466/2000 121/121 [==============================] - 0s 945us/step - loss: 614.4686 - output00_loss: 12.3934 - output01_loss: 13.5338 - output02_loss: 21.6103 - output03_loss: 32.2534 - output04_loss: 26.1341 - output05_loss: 18.4415 - output06_loss: 19.9949 - output07_loss: 22.1143 - output08_loss: 14.1575 - output09_loss: 19.1733 - output10_loss: 19.0973 - output11_loss: 20.7614 - output12_loss: 16.6565 - output13_loss: 25.3262 - output14_loss: 17.8990 - output15_loss: 27.8164 - output16_loss: 20.7475 - output17_loss: 21.8008 - output18_loss: 14.1449 - output19_loss: 10.6357 - output20_loss: 12.1472 - output21_loss: 29.5947 - output22_loss: 22.2996 - output23_loss: 15.4016 - output24_loss: 21.4490 - output25_loss: 27.8161 - output26_loss: 14.5535 - output27_loss: 28.5892 - output28_loss: 20.7771 - output29_loss: 27.1483 - output00_mean_squared_error: 12.3934 - output01_mean_squared_error: 13.5338 - output02_mean_squared_error: 21.6103 - output03_mean_squared_error: 32.2534 - output04_mean_squared_error: 26.1341 - output05_mean_squared_error: 18.4415 - output06_mean_squared_error: 19.9949 - output07_mean_squared_error: 22.1143 - output08_mean_squared_error: 14.1575 - output09_mean_squared_error: 19.1733 - output10_mean_squared_error: 19.0973 - output11_mean_squared_error: 20.7614 - output12_mean_squared_error: 16.6565 - output13_mean_squared_error: 25.3262 - output14_mean_squared_error: 17.8990 - output15_mean_squared_error: 27.8164 - output16_mean_squared_error: 20.7475 - output17_mean_squared_error: 21.8008 - output18_mean_squared_error: 14.1449 - output19_mean_squared_error: 10.6357 - output20_mean_squared_error: 12.1472 - output21_mean_squared_error: 29.5947 - output22_mean_squared_error: 22.2996 - output23_mean_squared_error: 15.4016 - output24_mean_squared_error: 21.4490 - output25_mean_squared_error: 27.8161 - output26_mean_squared_error: 14.5535 - output27_mean_squared_error: 28.5892 - output28_mean_squared_error: 20.7771 - output29_mean_squared_error: 27.1483 Epoch 1467/2000 121/121 [==============================] - 0s 1ms/step - loss: 614.4304 - output00_loss: 12.3934 - output01_loss: 13.5322 - output02_loss: 21.6085 - output03_loss: 32.2526 - output04_loss: 26.1307 - output05_loss: 18.4413 - output06_loss: 19.9916 - output07_loss: 22.1116 - output08_loss: 14.1569 - output09_loss: 19.1730 - output10_loss: 19.0972 - output11_loss: 20.7614 - output12_loss: 16.6560 - output13_loss: 25.3243 - output14_loss: 17.8971 - output15_loss: 27.8140 - output16_loss: 20.7474 - output17_loss: 21.7994 - output18_loss: 14.1448 - output19_loss: 10.6339 - output20_loss: 12.1451 - output21_loss: 29.5938 - output22_loss: 22.2993 - output23_loss: 15.4015 - output24_loss: 21.4483 - output25_loss: 27.8159 - output26_loss: 14.5535 - output27_loss: 28.5883 - output28_loss: 20.7742 - output29_loss: 27.1435 - output00_mean_squared_error: 12.3934 - output01_mean_squared_error: 13.5322 - output02_mean_squared_error: 21.6085 - output03_mean_squared_error: 32.2526 - output04_mean_squared_error: 26.1307 - output05_mean_squared_error: 18.4413 - output06_mean_squared_error: 19.9916 - output07_mean_squared_error: 22.1116 - output08_mean_squared_error: 14.1569 - output09_mean_squared_error: 19.1730 - output10_mean_squared_error: 19.0972 - output11_mean_squared_error: 20.7614 - output12_mean_squared_error: 16.6560 - output13_mean_squared_error: 25.3243 - output14_mean_squared_error: 17.8971 - output15_mean_squared_error: 27.8140 - output16_mean_squared_error: 20.7474 - output17_mean_squared_error: 21.7994 - output18_mean_squared_error: 14.1448 - output19_mean_squared_error: 10.6339 - output20_mean_squared_error: 12.1451 - output21_mean_squared_error: 29.5938 - output22_mean_squared_error: 22.2993 - output23_mean_squared_error: 15.4015 - output24_mean_squared_error: 21.4483 - output25_mean_squared_error: 27.8159 - output26_mean_squared_error: 14.5535 - output27_mean_squared_error: 28.5883 - output28_mean_squared_error: 20.7742 - output29_mean_squared_error: 27.1435 Epoch 1468/2000 121/121 [==============================] - 0s 830us/step - loss: 614.3923 - output00_loss: 12.3934 - output01_loss: 13.5305 - output02_loss: 21.6067 - output03_loss: 32.2517 - output04_loss: 26.1274 - output05_loss: 18.4411 - output06_loss: 19.9883 - output07_loss: 22.1089 - output08_loss: 14.1563 - output09_loss: 19.1726 - output10_loss: 19.0970 - output11_loss: 20.7614 - output12_loss: 16.6555 - output13_loss: 25.3223 - output14_loss: 17.8951 - output15_loss: 27.8116 - output16_loss: 20.7474 - output17_loss: 21.7979 - output18_loss: 14.1447 - output19_loss: 10.6320 - output20_loss: 12.1431 - output21_loss: 29.5929 - output22_loss: 22.2990 - output23_loss: 15.4014 - output24_loss: 21.4476 - output25_loss: 27.8156 - output26_loss: 14.5534 - output27_loss: 28.5874 - output28_loss: 20.7713 - output29_loss: 27.1387 - output00_mean_squared_error: 12.3934 - output01_mean_squared_error: 13.5305 - output02_mean_squared_error: 21.6067 - output03_mean_squared_error: 32.2517 - output04_mean_squared_error: 26.1274 - output05_mean_squared_error: 18.4411 - output06_mean_squared_error: 19.9883 - output07_mean_squared_error: 22.1089 - output08_mean_squared_error: 14.1563 - output09_mean_squared_error: 19.1726 - output10_mean_squared_error: 19.0970 - output11_mean_squared_error: 20.7614 - output12_mean_squared_error: 16.6555 - output13_mean_squared_error: 25.3223 - output14_mean_squared_error: 17.8951 - output15_mean_squared_error: 27.8116 - output16_mean_squared_error: 20.7474 - output17_mean_squared_error: 21.7979 - output18_mean_squared_error: 14.1447 - output19_mean_squared_error: 10.6320 - output20_mean_squared_error: 12.1431 - output21_mean_squared_error: 29.5929 - output22_mean_squared_error: 22.2990 - output23_mean_squared_error: 15.4014 - output24_mean_squared_error: 21.4476 - output25_mean_squared_error: 27.8156 - output26_mean_squared_error: 14.5534 - output27_mean_squared_error: 28.5874 - output28_mean_squared_error: 20.7713 - output29_mean_squared_error: 27.1387 Epoch 1469/2000 121/121 [==============================] - 0s 1ms/step - loss: 614.3541 - output00_loss: 12.3933 - output01_loss: 13.5289 - output02_loss: 21.6049 - output03_loss: 32.2508 - output04_loss: 26.1241 - output05_loss: 18.4409 - output06_loss: 19.9850 - output07_loss: 22.1061 - output08_loss: 14.1557 - output09_loss: 19.1722 - output10_loss: 19.0969 - output11_loss: 20.7613 - output12_loss: 16.6549 - output13_loss: 25.3204 - output14_loss: 17.8932 - output15_loss: 27.8092 - output16_loss: 20.7473 - output17_loss: 21.7965 - output18_loss: 14.1447 - output19_loss: 10.6302 - output20_loss: 12.1410 - output21_loss: 29.5921 - output22_loss: 22.2987 - output23_loss: 15.4013 - output24_loss: 21.4469 - output25_loss: 27.8154 - output26_loss: 14.5533 - output27_loss: 28.5865 - output28_loss: 20.7684 - output29_loss: 27.1340 - output00_mean_squared_error: 12.3933 - output01_mean_squared_error: 13.5289 - output02_mean_squared_error: 21.6049 - output03_mean_squared_error: 32.2508 - output04_mean_squared_error: 26.1241 - output05_mean_squared_error: 18.4409 - output06_mean_squared_error: 19.9850 - output07_mean_squared_error: 22.1061 - output08_mean_squared_error: 14.1557 - output09_mean_squared_error: 19.1722 - output10_mean_squared_error: 19.0969 - output11_mean_squared_error: 20.7613 - output12_mean_squared_error: 16.6549 - output13_mean_squared_error: 25.3204 - output14_mean_squared_error: 17.8932 - output15_mean_squared_error: 27.8092 - output16_mean_squared_error: 20.7473 - output17_mean_squared_error: 21.7965 - output18_mean_squared_error: 14.1447 - output19_mean_squared_error: 10.6302 - output20_mean_squared_error: 12.1410 - output21_mean_squared_error: 29.5921 - output22_mean_squared_error: 22.2987 - output23_mean_squared_error: 15.4013 - output24_mean_squared_error: 21.4469 - output25_mean_squared_error: 27.8154 - output26_mean_squared_error: 14.5533 - output27_mean_squared_error: 28.5865 - output28_mean_squared_error: 20.7684 - output29_mean_squared_error: 27.1340 Epoch 1470/2000 121/121 [==============================] - 0s 779us/step - loss: 614.3162 - output00_loss: 12.3933 - output01_loss: 13.5273 - output02_loss: 21.6031 - output03_loss: 32.2499 - output04_loss: 26.1207 - output05_loss: 18.4407 - output06_loss: 19.9817 - output07_loss: 22.1034 - output08_loss: 14.1552 - output09_loss: 19.1718 - output10_loss: 19.0968 - output11_loss: 20.7613 - output12_loss: 16.6544 - output13_loss: 25.3185 - output14_loss: 17.8913 - output15_loss: 27.8069 - output16_loss: 20.7473 - output17_loss: 21.7951 - output18_loss: 14.1446 - output19_loss: 10.6283 - output20_loss: 12.1389 - output21_loss: 29.5912 - output22_loss: 22.2983 - output23_loss: 15.4013 - output24_loss: 21.4463 - output25_loss: 27.8152 - output26_loss: 14.5533 - output27_loss: 28.5856 - output28_loss: 20.7655 - output29_loss: 27.1292 - output00_mean_squared_error: 12.3933 - output01_mean_squared_error: 13.5273 - output02_mean_squared_error: 21.6031 - output03_mean_squared_error: 32.2499 - output04_mean_squared_error: 26.1207 - output05_mean_squared_error: 18.4407 - output06_mean_squared_error: 19.9817 - output07_mean_squared_error: 22.1034 - output08_mean_squared_error: 14.1552 - output09_mean_squared_error: 19.1718 - output10_mean_squared_error: 19.0968 - output11_mean_squared_error: 20.7613 - output12_mean_squared_error: 16.6544 - output13_mean_squared_error: 25.3185 - output14_mean_squared_error: 17.8913 - output15_mean_squared_error: 27.8069 - output16_mean_squared_error: 20.7473 - output17_mean_squared_error: 21.7951 - output18_mean_squared_error: 14.1446 - output19_mean_squared_error: 10.6283 - output20_mean_squared_error: 12.1389 - output21_mean_squared_error: 29.5912 - output22_mean_squared_error: 22.2983 - output23_mean_squared_error: 15.4013 - output24_mean_squared_error: 21.4463 - output25_mean_squared_error: 27.8152 - output26_mean_squared_error: 14.5533 - output27_mean_squared_error: 28.5856 - output28_mean_squared_error: 20.7655 - output29_mean_squared_error: 27.1292 Epoch 1471/2000 121/121 [==============================] - 0s 1ms/step - loss: 614.2782 - output00_loss: 12.3933 - output01_loss: 13.5257 - output02_loss: 21.6013 - output03_loss: 32.2491 - output04_loss: 26.1174 - output05_loss: 18.4405 - output06_loss: 19.9784 - output07_loss: 22.1007 - output08_loss: 14.1546 - output09_loss: 19.1714 - output10_loss: 19.0966 - output11_loss: 20.7613 - output12_loss: 16.6539 - output13_loss: 25.3166 - output14_loss: 17.8893 - output15_loss: 27.8045 - output16_loss: 20.7473 - output17_loss: 21.7936 - output18_loss: 14.1445 - output19_loss: 10.6265 - output20_loss: 12.1368 - output21_loss: 29.5903 - output22_loss: 22.2980 - output23_loss: 15.4012 - output24_loss: 21.4456 - output25_loss: 27.8149 - output26_loss: 14.5532 - output27_loss: 28.5847 - output28_loss: 20.7626 - output29_loss: 27.1244 - output00_mean_squared_error: 12.3933 - output01_mean_squared_error: 13.5257 - output02_mean_squared_error: 21.6013 - output03_mean_squared_error: 32.2491 - output04_mean_squared_error: 26.1174 - output05_mean_squared_error: 18.4405 - output06_mean_squared_error: 19.9784 - output07_mean_squared_error: 22.1007 - output08_mean_squared_error: 14.1546 - output09_mean_squared_error: 19.1714 - output10_mean_squared_error: 19.0966 - output11_mean_squared_error: 20.7613 - output12_mean_squared_error: 16.6539 - output13_mean_squared_error: 25.3166 - output14_mean_squared_error: 17.8893 - output15_mean_squared_error: 27.8045 - output16_mean_squared_error: 20.7473 - output17_mean_squared_error: 21.7936 - output18_mean_squared_error: 14.1445 - output19_mean_squared_error: 10.6265 - output20_mean_squared_error: 12.1368 - output21_mean_squared_error: 29.5903 - output22_mean_squared_error: 22.2980 - output23_mean_squared_error: 15.4012 - output24_mean_squared_error: 21.4456 - output25_mean_squared_error: 27.8149 - output26_mean_squared_error: 14.5532 - output27_mean_squared_error: 28.5847 - output28_mean_squared_error: 20.7626 - output29_mean_squared_error: 27.1244 Epoch 1472/2000 121/121 [==============================] - 0s 712us/step - loss: 614.2403 - output00_loss: 12.3932 - output01_loss: 13.5240 - output02_loss: 21.5995 - output03_loss: 32.2482 - output04_loss: 26.1140 - output05_loss: 18.4403 - output06_loss: 19.9751 - output07_loss: 22.0980 - output08_loss: 14.1540 - output09_loss: 19.1710 - output10_loss: 19.0965 - output11_loss: 20.7612 - output12_loss: 16.6534 - output13_loss: 25.3147 - output14_loss: 17.8874 - output15_loss: 27.8022 - output16_loss: 20.7472 - output17_loss: 21.7922 - output18_loss: 14.1444 - output19_loss: 10.6246 - output20_loss: 12.1348 - output21_loss: 29.5895 - output22_loss: 22.2977 - output23_loss: 15.4011 - output24_loss: 21.4449 - output25_loss: 27.8147 - output26_loss: 14.5532 - output27_loss: 28.5838 - output28_loss: 20.7597 - output29_loss: 27.1197 - output00_mean_squared_error: 12.3932 - output01_mean_squared_error: 13.5240 - output02_mean_squared_error: 21.5995 - output03_mean_squared_error: 32.2482 - output04_mean_squared_error: 26.1140 - output05_mean_squared_error: 18.4403 - output06_mean_squared_error: 19.9751 - output07_mean_squared_error: 22.0980 - output08_mean_squared_error: 14.1540 - output09_mean_squared_error: 19.1710 - output10_mean_squared_error: 19.0965 - output11_mean_squared_error: 20.7612 - output12_mean_squared_error: 16.6534 - output13_mean_squared_error: 25.3147 - output14_mean_squared_error: 17.8874 - output15_mean_squared_error: 27.8022 - output16_mean_squared_error: 20.7472 - output17_mean_squared_error: 21.7922 - output18_mean_squared_error: 14.1444 - output19_mean_squared_error: 10.6246 - output20_mean_squared_error: 12.1348 - output21_mean_squared_error: 29.5895 - output22_mean_squared_error: 22.2977 - output23_mean_squared_error: 15.4011 - output24_mean_squared_error: 21.4449 - output25_mean_squared_error: 27.8147 - output26_mean_squared_error: 14.5532 - output27_mean_squared_error: 28.5838 - output28_mean_squared_error: 20.7597 - output29_mean_squared_error: 27.1197 Epoch 1473/2000 121/121 [==============================] - 0s 766us/step - loss: 614.2025 - output00_loss: 12.3932 - output01_loss: 13.5224 - output02_loss: 21.5977 - output03_loss: 32.2474 - output04_loss: 26.1107 - output05_loss: 18.4402 - output06_loss: 19.9718 - output07_loss: 22.0953 - output08_loss: 14.1534 - output09_loss: 19.1706 - output10_loss: 19.0964 - output11_loss: 20.7612 - output12_loss: 16.6529 - output13_loss: 25.3128 - output14_loss: 17.8855 - output15_loss: 27.7998 - output16_loss: 20.7472 - output17_loss: 21.7908 - output18_loss: 14.1444 - output19_loss: 10.6228 - output20_loss: 12.1327 - output21_loss: 29.5886 - output22_loss: 22.2974 - output23_loss: 15.4010 - output24_loss: 21.4442 - output25_loss: 27.8144 - output26_loss: 14.5531 - output27_loss: 28.5829 - output28_loss: 20.7568 - output29_loss: 27.1150 - output00_mean_squared_error: 12.3932 - output01_mean_squared_error: 13.5224 - output02_mean_squared_error: 21.5977 - output03_mean_squared_error: 32.2474 - output04_mean_squared_error: 26.1107 - output05_mean_squared_error: 18.4402 - output06_mean_squared_error: 19.9718 - output07_mean_squared_error: 22.0953 - output08_mean_squared_error: 14.1534 - output09_mean_squared_error: 19.1706 - output10_mean_squared_error: 19.0964 - output11_mean_squared_error: 20.7612 - output12_mean_squared_error: 16.6529 - output13_mean_squared_error: 25.3128 - output14_mean_squared_error: 17.8855 - output15_mean_squared_error: 27.7998 - output16_mean_squared_error: 20.7472 - output17_mean_squared_error: 21.7908 - output18_mean_squared_error: 14.1444 - output19_mean_squared_error: 10.6228 - output20_mean_squared_error: 12.1327 - output21_mean_squared_error: 29.5886 - output22_mean_squared_error: 22.2974 - output23_mean_squared_error: 15.4010 - output24_mean_squared_error: 21.4442 - output25_mean_squared_error: 27.8144 - output26_mean_squared_error: 14.5531 - output27_mean_squared_error: 28.5829 - output28_mean_squared_error: 20.7568 - output29_mean_squared_error: 27.1150 Epoch 1474/2000 121/121 [==============================] - 0s 1ms/step - loss: 614.1649 - output00_loss: 12.3932 - output01_loss: 13.5208 - output02_loss: 21.5959 - output03_loss: 32.2465 - output04_loss: 26.1074 - output05_loss: 18.4400 - output06_loss: 19.9685 - output07_loss: 22.0926 - output08_loss: 14.1528 - output09_loss: 19.1702 - output10_loss: 19.0963 - output11_loss: 20.7612 - output12_loss: 16.6523 - output13_loss: 25.3109 - output14_loss: 17.8836 - output15_loss: 27.7974 - output16_loss: 20.7472 - output17_loss: 21.7894 - output18_loss: 14.1443 - output19_loss: 10.6209 - output20_loss: 12.1307 - output21_loss: 29.5878 - output22_loss: 22.2971 - output23_loss: 15.4010 - output24_loss: 21.4436 - output25_loss: 27.8142 - output26_loss: 14.5530 - output27_loss: 28.5821 - output28_loss: 20.7539 - output29_loss: 27.1102 - output00_mean_squared_error: 12.3932 - output01_mean_squared_error: 13.5208 - output02_mean_squared_error: 21.5959 - output03_mean_squared_error: 32.2465 - output04_mean_squared_error: 26.1074 - output05_mean_squared_error: 18.4400 - output06_mean_squared_error: 19.9685 - output07_mean_squared_error: 22.0926 - output08_mean_squared_error: 14.1528 - output09_mean_squared_error: 19.1702 - output10_mean_squared_error: 19.0963 - output11_mean_squared_error: 20.7612 - output12_mean_squared_error: 16.6523 - output13_mean_squared_error: 25.3109 - output14_mean_squared_error: 17.8836 - output15_mean_squared_error: 27.7974 - output16_mean_squared_error: 20.7472 - output17_mean_squared_error: 21.7894 - output18_mean_squared_error: 14.1443 - output19_mean_squared_error: 10.6209 - output20_mean_squared_error: 12.1307 - output21_mean_squared_error: 29.5878 - output22_mean_squared_error: 22.2971 - output23_mean_squared_error: 15.4010 - output24_mean_squared_error: 21.4436 - output25_mean_squared_error: 27.8142 - output26_mean_squared_error: 14.5530 - output27_mean_squared_error: 28.5821 - output28_mean_squared_error: 20.7539 - output29_mean_squared_error: 27.1102 Epoch 1475/2000 121/121 [==============================] - 0s 1ms/step - loss: 614.1271 - output00_loss: 12.3931 - output01_loss: 13.5192 - output02_loss: 21.5941 - output03_loss: 32.2457 - output04_loss: 26.1041 - output05_loss: 18.4398 - output06_loss: 19.9652 - output07_loss: 22.0899 - output08_loss: 14.1522 - output09_loss: 19.1698 - output10_loss: 19.0961 - output11_loss: 20.7611 - output12_loss: 16.6518 - output13_loss: 25.3090 - output14_loss: 17.8817 - output15_loss: 27.7951 - output16_loss: 20.7471 - output17_loss: 21.7879 - output18_loss: 14.1442 - output19_loss: 10.6191 - output20_loss: 12.1286 - output21_loss: 29.5869 - output22_loss: 22.2968 - output23_loss: 15.4009 - output24_loss: 21.4429 - output25_loss: 27.8140 - output26_loss: 14.5530 - output27_loss: 28.5812 - output28_loss: 20.7510 - output29_loss: 27.1055 - output00_mean_squared_error: 12.3931 - output01_mean_squared_error: 13.5192 - output02_mean_squared_error: 21.5941 - output03_mean_squared_error: 32.2457 - output04_mean_squared_error: 26.1041 - output05_mean_squared_error: 18.4398 - output06_mean_squared_error: 19.9652 - output07_mean_squared_error: 22.0899 - output08_mean_squared_error: 14.1522 - output09_mean_squared_error: 19.1698 - output10_mean_squared_error: 19.0961 - output11_mean_squared_error: 20.7611 - output12_mean_squared_error: 16.6518 - output13_mean_squared_error: 25.3090 - output14_mean_squared_error: 17.8817 - output15_mean_squared_error: 27.7951 - output16_mean_squared_error: 20.7471 - output17_mean_squared_error: 21.7879 - output18_mean_squared_error: 14.1442 - output19_mean_squared_error: 10.6191 - output20_mean_squared_error: 12.1286 - output21_mean_squared_error: 29.5869 - output22_mean_squared_error: 22.2968 - output23_mean_squared_error: 15.4009 - output24_mean_squared_error: 21.4429 - output25_mean_squared_error: 27.8140 - output26_mean_squared_error: 14.5530 - output27_mean_squared_error: 28.5812 - output28_mean_squared_error: 20.7510 - output29_mean_squared_error: 27.1055 Epoch 1476/2000 121/121 [==============================] - 0s 714us/step - loss: 614.0895 - output00_loss: 12.3931 - output01_loss: 13.5175 - output02_loss: 21.5923 - output03_loss: 32.2448 - output04_loss: 26.1008 - output05_loss: 18.4396 - output06_loss: 19.9620 - output07_loss: 22.0872 - output08_loss: 14.1517 - output09_loss: 19.1695 - output10_loss: 19.0960 - output11_loss: 20.7611 - output12_loss: 16.6513 - output13_loss: 25.3071 - output14_loss: 17.8797 - output15_loss: 27.7927 - output16_loss: 20.7471 - output17_loss: 21.7865 - output18_loss: 14.1441 - output19_loss: 10.6173 - output20_loss: 12.1266 - output21_loss: 29.5860 - output22_loss: 22.2965 - output23_loss: 15.4008 - output24_loss: 21.4423 - output25_loss: 27.8137 - output26_loss: 14.5529 - output27_loss: 28.5803 - output28_loss: 20.7481 - output29_loss: 27.1008 - output00_mean_squared_error: 12.3931 - output01_mean_squared_error: 13.5175 - output02_mean_squared_error: 21.5923 - output03_mean_squared_error: 32.2448 - output04_mean_squared_error: 26.1008 - output05_mean_squared_error: 18.4396 - output06_mean_squared_error: 19.9620 - output07_mean_squared_error: 22.0872 - output08_mean_squared_error: 14.1517 - output09_mean_squared_error: 19.1695 - output10_mean_squared_error: 19.0960 - output11_mean_squared_error: 20.7611 - output12_mean_squared_error: 16.6513 - output13_mean_squared_error: 25.3071 - output14_mean_squared_error: 17.8797 - output15_mean_squared_error: 27.7927 - output16_mean_squared_error: 20.7471 - output17_mean_squared_error: 21.7865 - output18_mean_squared_error: 14.1441 - output19_mean_squared_error: 10.6173 - output20_mean_squared_error: 12.1266 - output21_mean_squared_error: 29.5860 - output22_mean_squared_error: 22.2965 - output23_mean_squared_error: 15.4008 - output24_mean_squared_error: 21.4423 - output25_mean_squared_error: 27.8137 - output26_mean_squared_error: 14.5529 - output27_mean_squared_error: 28.5803 - output28_mean_squared_error: 20.7481 - output29_mean_squared_error: 27.1008 Epoch 1477/2000 121/121 [==============================] - 0s 953us/step - loss: 614.0520 - output00_loss: 12.3931 - output01_loss: 13.5159 - output02_loss: 21.5906 - output03_loss: 32.2440 - output04_loss: 26.0975 - output05_loss: 18.4394 - output06_loss: 19.9587 - output07_loss: 22.0845 - output08_loss: 14.1511 - output09_loss: 19.1691 - output10_loss: 19.0959 - output11_loss: 20.7611 - output12_loss: 16.6508 - output13_loss: 25.3052 - output14_loss: 17.8778 - output15_loss: 27.7904 - output16_loss: 20.7471 - output17_loss: 21.7851 - output18_loss: 14.1441 - output19_loss: 10.6154 - output20_loss: 12.1245 - output21_loss: 29.5852 - output22_loss: 22.2961 - output23_loss: 15.4007 - output24_loss: 21.4416 - output25_loss: 27.8135 - output26_loss: 14.5529 - output27_loss: 28.5795 - output28_loss: 20.7453 - output29_loss: 27.0961 - output00_mean_squared_error: 12.3931 - output01_mean_squared_error: 13.5159 - output02_mean_squared_error: 21.5906 - output03_mean_squared_error: 32.2440 - output04_mean_squared_error: 26.0975 - output05_mean_squared_error: 18.4394 - output06_mean_squared_error: 19.9587 - output07_mean_squared_error: 22.0845 - output08_mean_squared_error: 14.1511 - output09_mean_squared_error: 19.1691 - output10_mean_squared_error: 19.0959 - output11_mean_squared_error: 20.7611 - output12_mean_squared_error: 16.6508 - output13_mean_squared_error: 25.3052 - output14_mean_squared_error: 17.8778 - output15_mean_squared_error: 27.7904 - output16_mean_squared_error: 20.7471 - output17_mean_squared_error: 21.7851 - output18_mean_squared_error: 14.1441 - output19_mean_squared_error: 10.6154 - output20_mean_squared_error: 12.1245 - output21_mean_squared_error: 29.5852 - output22_mean_squared_error: 22.2961 - output23_mean_squared_error: 15.4007 - output24_mean_squared_error: 21.4416 - output25_mean_squared_error: 27.8135 - output26_mean_squared_error: 14.5529 - output27_mean_squared_error: 28.5795 - output28_mean_squared_error: 20.7453 - output29_mean_squared_error: 27.0961 Epoch 1478/2000 121/121 [==============================] - 0s 546us/step - loss: 614.0145 - output00_loss: 12.3930 - output01_loss: 13.5143 - output02_loss: 21.5888 - output03_loss: 32.2431 - output04_loss: 26.0942 - output05_loss: 18.4392 - output06_loss: 19.9555 - output07_loss: 22.0819 - output08_loss: 14.1505 - output09_loss: 19.1687 - output10_loss: 19.0957 - output11_loss: 20.7610 - output12_loss: 16.6503 - output13_loss: 25.3033 - output14_loss: 17.8759 - output15_loss: 27.7881 - output16_loss: 20.7470 - output17_loss: 21.7837 - output18_loss: 14.1440 - output19_loss: 10.6136 - output20_loss: 12.1225 - output21_loss: 29.5843 - output22_loss: 22.2958 - output23_loss: 15.4006 - output24_loss: 21.4409 - output25_loss: 27.8133 - output26_loss: 14.5528 - output27_loss: 28.5786 - output28_loss: 20.7424 - output29_loss: 27.0914 - output00_mean_squared_error: 12.3930 - output01_mean_squared_error: 13.5143 - output02_mean_squared_error: 21.5888 - output03_mean_squared_error: 32.2431 - output04_mean_squared_error: 26.0942 - output05_mean_squared_error: 18.4392 - output06_mean_squared_error: 19.9555 - output07_mean_squared_error: 22.0819 - output08_mean_squared_error: 14.1505 - output09_mean_squared_error: 19.1687 - output10_mean_squared_error: 19.0957 - output11_mean_squared_error: 20.7610 - output12_mean_squared_error: 16.6503 - output13_mean_squared_error: 25.3033 - output14_mean_squared_error: 17.8759 - output15_mean_squared_error: 27.7881 - output16_mean_squared_error: 20.7470 - output17_mean_squared_error: 21.7837 - output18_mean_squared_error: 14.1440 - output19_mean_squared_error: 10.6136 - output20_mean_squared_error: 12.1225 - output21_mean_squared_error: 29.5843 - output22_mean_squared_error: 22.2958 - output23_mean_squared_error: 15.4006 - output24_mean_squared_error: 21.4409 - output25_mean_squared_error: 27.8133 - output26_mean_squared_error: 14.5528 - output27_mean_squared_error: 28.5786 - output28_mean_squared_error: 20.7424 - output29_mean_squared_error: 27.0914 Epoch 1479/2000 121/121 [==============================] - 0s 681us/step - loss: 613.9771 - output00_loss: 12.3930 - output01_loss: 13.5127 - output02_loss: 21.5870 - output03_loss: 32.2423 - output04_loss: 26.0909 - output05_loss: 18.4390 - output06_loss: 19.9522 - output07_loss: 22.0792 - output08_loss: 14.1500 - output09_loss: 19.1683 - output10_loss: 19.0956 - output11_loss: 20.7610 - output12_loss: 16.6498 - output13_loss: 25.3014 - output14_loss: 17.8740 - output15_loss: 27.7857 - output16_loss: 20.7470 - output17_loss: 21.7823 - output18_loss: 14.1439 - output19_loss: 10.6118 - output20_loss: 12.1205 - output21_loss: 29.5835 - output22_loss: 22.2955 - output23_loss: 15.4006 - output24_loss: 21.4403 - output25_loss: 27.8130 - output26_loss: 14.5527 - output27_loss: 28.5777 - output28_loss: 20.7395 - output29_loss: 27.0867 - output00_mean_squared_error: 12.3930 - output01_mean_squared_error: 13.5127 - output02_mean_squared_error: 21.5870 - output03_mean_squared_error: 32.2423 - output04_mean_squared_error: 26.0909 - output05_mean_squared_error: 18.4390 - output06_mean_squared_error: 19.9522 - output07_mean_squared_error: 22.0792 - output08_mean_squared_error: 14.1500 - output09_mean_squared_error: 19.1683 - output10_mean_squared_error: 19.0956 - output11_mean_squared_error: 20.7610 - output12_mean_squared_error: 16.6498 - output13_mean_squared_error: 25.3014 - output14_mean_squared_error: 17.8740 - output15_mean_squared_error: 27.7857 - output16_mean_squared_error: 20.7470 - output17_mean_squared_error: 21.7823 - output18_mean_squared_error: 14.1439 - output19_mean_squared_error: 10.6118 - output20_mean_squared_error: 12.1205 - output21_mean_squared_error: 29.5835 - output22_mean_squared_error: 22.2955 - output23_mean_squared_error: 15.4006 - output24_mean_squared_error: 21.4403 - output25_mean_squared_error: 27.8130 - output26_mean_squared_error: 14.5527 - output27_mean_squared_error: 28.5777 - output28_mean_squared_error: 20.7395 - output29_mean_squared_error: 27.0867 Epoch 1480/2000 121/121 [==============================] - 0s 892us/step - loss: 613.9399 - output00_loss: 12.3930 - output01_loss: 13.5111 - output02_loss: 21.5852 - output03_loss: 32.2415 - output04_loss: 26.0876 - output05_loss: 18.4388 - output06_loss: 19.9490 - output07_loss: 22.0765 - output08_loss: 14.1494 - output09_loss: 19.1679 - output10_loss: 19.0955 - output11_loss: 20.7610 - output12_loss: 16.6493 - output13_loss: 25.2996 - output14_loss: 17.8721 - output15_loss: 27.7834 - output16_loss: 20.7470 - output17_loss: 21.7809 - output18_loss: 14.1438 - output19_loss: 10.6099 - output20_loss: 12.1184 - output21_loss: 29.5827 - output22_loss: 22.2952 - output23_loss: 15.4005 - output24_loss: 21.4396 - output25_loss: 27.8128 - output26_loss: 14.5527 - output27_loss: 28.5769 - output28_loss: 20.7367 - output29_loss: 27.0820 - output00_mean_squared_error: 12.3930 - output01_mean_squared_error: 13.5111 - output02_mean_squared_error: 21.5852 - output03_mean_squared_error: 32.2415 - output04_mean_squared_error: 26.0876 - output05_mean_squared_error: 18.4388 - output06_mean_squared_error: 19.9490 - output07_mean_squared_error: 22.0765 - output08_mean_squared_error: 14.1494 - output09_mean_squared_error: 19.1679 - output10_mean_squared_error: 19.0955 - output11_mean_squared_error: 20.7610 - output12_mean_squared_error: 16.6493 - output13_mean_squared_error: 25.2996 - output14_mean_squared_error: 17.8721 - output15_mean_squared_error: 27.7834 - output16_mean_squared_error: 20.7470 - output17_mean_squared_error: 21.7809 - output18_mean_squared_error: 14.1438 - output19_mean_squared_error: 10.6099 - output20_mean_squared_error: 12.1184 - output21_mean_squared_error: 29.5827 - output22_mean_squared_error: 22.2952 - output23_mean_squared_error: 15.4005 - output24_mean_squared_error: 21.4396 - output25_mean_squared_error: 27.8128 - output26_mean_squared_error: 14.5527 - output27_mean_squared_error: 28.5769 - output28_mean_squared_error: 20.7367 - output29_mean_squared_error: 27.0820 Epoch 1481/2000 121/121 [==============================] - 0s 787us/step - loss: 613.9027 - output00_loss: 12.3929 - output01_loss: 13.5095 - output02_loss: 21.5835 - output03_loss: 32.2406 - output04_loss: 26.0843 - output05_loss: 18.4386 - output06_loss: 19.9457 - output07_loss: 22.0739 - output08_loss: 14.1488 - output09_loss: 19.1676 - output10_loss: 19.0953 - output11_loss: 20.7609 - output12_loss: 16.6488 - output13_loss: 25.2977 - output14_loss: 17.8703 - output15_loss: 27.7811 - output16_loss: 20.7469 - output17_loss: 21.7795 - output18_loss: 14.1438 - output19_loss: 10.6081 - output20_loss: 12.1164 - output21_loss: 29.5818 - output22_loss: 22.2949 - output23_loss: 15.4004 - output24_loss: 21.4390 - output25_loss: 27.8126 - output26_loss: 14.5526 - output27_loss: 28.5760 - output28_loss: 20.7338 - output29_loss: 27.0773 - output00_mean_squared_error: 12.3929 - output01_mean_squared_error: 13.5095 - output02_mean_squared_error: 21.5835 - output03_mean_squared_error: 32.2406 - output04_mean_squared_error: 26.0843 - output05_mean_squared_error: 18.4386 - output06_mean_squared_error: 19.9457 - output07_mean_squared_error: 22.0739 - output08_mean_squared_error: 14.1488 - output09_mean_squared_error: 19.1676 - output10_mean_squared_error: 19.0953 - output11_mean_squared_error: 20.7609 - output12_mean_squared_error: 16.6488 - output13_mean_squared_error: 25.2977 - output14_mean_squared_error: 17.8703 - output15_mean_squared_error: 27.7811 - output16_mean_squared_error: 20.7469 - output17_mean_squared_error: 21.7795 - output18_mean_squared_error: 14.1438 - output19_mean_squared_error: 10.6081 - output20_mean_squared_error: 12.1164 - output21_mean_squared_error: 29.5818 - output22_mean_squared_error: 22.2949 - output23_mean_squared_error: 15.4004 - output24_mean_squared_error: 21.4390 - output25_mean_squared_error: 27.8126 - output26_mean_squared_error: 14.5526 - output27_mean_squared_error: 28.5760 - output28_mean_squared_error: 20.7338 - output29_mean_squared_error: 27.0773 Epoch 1482/2000 121/121 [==============================] - 0s 504us/step - loss: 613.8655 - output00_loss: 12.3929 - output01_loss: 13.5079 - output02_loss: 21.5817 - output03_loss: 32.2398 - output04_loss: 26.0810 - output05_loss: 18.4385 - output06_loss: 19.9425 - output07_loss: 22.0712 - output08_loss: 14.1482 - output09_loss: 19.1672 - output10_loss: 19.0952 - output11_loss: 20.7609 - output12_loss: 16.6483 - output13_loss: 25.2958 - output14_loss: 17.8684 - output15_loss: 27.7787 - output16_loss: 20.7469 - output17_loss: 21.7781 - output18_loss: 14.1437 - output19_loss: 10.6063 - output20_loss: 12.1144 - output21_loss: 29.5810 - output22_loss: 22.2946 - output23_loss: 15.4004 - output24_loss: 21.4383 - output25_loss: 27.8123 - output26_loss: 14.5526 - output27_loss: 28.5751 - output28_loss: 20.7310 - output29_loss: 27.0726 - output00_mean_squared_error: 12.3929 - output01_mean_squared_error: 13.5079 - output02_mean_squared_error: 21.5817 - output03_mean_squared_error: 32.2398 - output04_mean_squared_error: 26.0810 - output05_mean_squared_error: 18.4385 - output06_mean_squared_error: 19.9425 - output07_mean_squared_error: 22.0712 - output08_mean_squared_error: 14.1482 - output09_mean_squared_error: 19.1672 - output10_mean_squared_error: 19.0952 - output11_mean_squared_error: 20.7609 - output12_mean_squared_error: 16.6483 - output13_mean_squared_error: 25.2958 - output14_mean_squared_error: 17.8684 - output15_mean_squared_error: 27.7787 - output16_mean_squared_error: 20.7469 - output17_mean_squared_error: 21.7781 - output18_mean_squared_error: 14.1437 - output19_mean_squared_error: 10.6063 - output20_mean_squared_error: 12.1144 - output21_mean_squared_error: 29.5810 - output22_mean_squared_error: 22.2946 - output23_mean_squared_error: 15.4004 - output24_mean_squared_error: 21.4383 - output25_mean_squared_error: 27.8123 - output26_mean_squared_error: 14.5526 - output27_mean_squared_error: 28.5751 - output28_mean_squared_error: 20.7310 - output29_mean_squared_error: 27.0726 Epoch 1483/2000 121/121 [==============================] - 0s 785us/step - loss: 613.8284 - output00_loss: 12.3929 - output01_loss: 13.5063 - output02_loss: 21.5800 - output03_loss: 32.2390 - output04_loss: 26.0778 - output05_loss: 18.4383 - output06_loss: 19.9392 - output07_loss: 22.0686 - output08_loss: 14.1477 - output09_loss: 19.1668 - output10_loss: 19.0951 - output11_loss: 20.7609 - output12_loss: 16.6478 - output13_loss: 25.2940 - output14_loss: 17.8665 - output15_loss: 27.7764 - output16_loss: 20.7468 - output17_loss: 21.7767 - output18_loss: 14.1436 - output19_loss: 10.6045 - output20_loss: 12.1124 - output21_loss: 29.5801 - output22_loss: 22.2943 - output23_loss: 15.4003 - output24_loss: 21.4377 - output25_loss: 27.8121 - output26_loss: 14.5525 - output27_loss: 28.5743 - output28_loss: 20.7281 - output29_loss: 27.0680 - output00_mean_squared_error: 12.3929 - output01_mean_squared_error: 13.5063 - output02_mean_squared_error: 21.5800 - output03_mean_squared_error: 32.2390 - output04_mean_squared_error: 26.0778 - output05_mean_squared_error: 18.4383 - output06_mean_squared_error: 19.9392 - output07_mean_squared_error: 22.0686 - output08_mean_squared_error: 14.1477 - output09_mean_squared_error: 19.1668 - output10_mean_squared_error: 19.0951 - output11_mean_squared_error: 20.7609 - output12_mean_squared_error: 16.6478 - output13_mean_squared_error: 25.2940 - output14_mean_squared_error: 17.8665 - output15_mean_squared_error: 27.7764 - output16_mean_squared_error: 20.7468 - output17_mean_squared_error: 21.7767 - output18_mean_squared_error: 14.1436 - output19_mean_squared_error: 10.6045 - output20_mean_squared_error: 12.1124 - output21_mean_squared_error: 29.5801 - output22_mean_squared_error: 22.2943 - output23_mean_squared_error: 15.4003 - output24_mean_squared_error: 21.4377 - output25_mean_squared_error: 27.8121 - output26_mean_squared_error: 14.5525 - output27_mean_squared_error: 28.5743 - output28_mean_squared_error: 20.7281 - output29_mean_squared_error: 27.0680 Epoch 1484/2000 121/121 [==============================] - 0s 613us/step - loss: 613.7914 - output00_loss: 12.3928 - output01_loss: 13.5047 - output02_loss: 21.5782 - output03_loss: 32.2381 - output04_loss: 26.0745 - output05_loss: 18.4381 - output06_loss: 19.9360 - output07_loss: 22.0659 - output08_loss: 14.1471 - output09_loss: 19.1664 - output10_loss: 19.0950 - output11_loss: 20.7609 - output12_loss: 16.6473 - output13_loss: 25.2921 - output14_loss: 17.8646 - output15_loss: 27.7741 - output16_loss: 20.7468 - output17_loss: 21.7753 - output18_loss: 14.1436 - output19_loss: 10.6026 - output20_loss: 12.1103 - output21_loss: 29.5793 - output22_loss: 22.2940 - output23_loss: 15.4002 - output24_loss: 21.4370 - output25_loss: 27.8119 - output26_loss: 14.5524 - output27_loss: 28.5734 - output28_loss: 20.7253 - output29_loss: 27.0633 - output00_mean_squared_error: 12.3928 - output01_mean_squared_error: 13.5047 - output02_mean_squared_error: 21.5782 - output03_mean_squared_error: 32.2381 - output04_mean_squared_error: 26.0745 - output05_mean_squared_error: 18.4381 - output06_mean_squared_error: 19.9360 - output07_mean_squared_error: 22.0659 - output08_mean_squared_error: 14.1471 - output09_mean_squared_error: 19.1664 - output10_mean_squared_error: 19.0950 - output11_mean_squared_error: 20.7609 - output12_mean_squared_error: 16.6473 - output13_mean_squared_error: 25.2921 - output14_mean_squared_error: 17.8646 - output15_mean_squared_error: 27.7741 - output16_mean_squared_error: 20.7468 - output17_mean_squared_error: 21.7753 - output18_mean_squared_error: 14.1436 - output19_mean_squared_error: 10.6026 - output20_mean_squared_error: 12.1103 - output21_mean_squared_error: 29.5793 - output22_mean_squared_error: 22.2940 - output23_mean_squared_error: 15.4002 - output24_mean_squared_error: 21.4370 - output25_mean_squared_error: 27.8119 - output26_mean_squared_error: 14.5524 - output27_mean_squared_error: 28.5734 - output28_mean_squared_error: 20.7253 - output29_mean_squared_error: 27.0633 Epoch 1485/2000 121/121 [==============================] - 0s 983us/step - loss: 613.7545 - output00_loss: 12.3928 - output01_loss: 13.5031 - output02_loss: 21.5764 - output03_loss: 32.2373 - output04_loss: 26.0712 - output05_loss: 18.4379 - output06_loss: 19.9328 - output07_loss: 22.0633 - output08_loss: 14.1466 - output09_loss: 19.1661 - output10_loss: 19.0948 - output11_loss: 20.7608 - output12_loss: 16.6468 - output13_loss: 25.2903 - output14_loss: 17.8627 - output15_loss: 27.7718 - output16_loss: 20.7468 - output17_loss: 21.7739 - output18_loss: 14.1435 - output19_loss: 10.6008 - output20_loss: 12.1083 - output21_loss: 29.5785 - output22_loss: 22.2937 - output23_loss: 15.4001 - output24_loss: 21.4364 - output25_loss: 27.8116 - output26_loss: 14.5524 - output27_loss: 28.5726 - output28_loss: 20.7224 - output29_loss: 27.0586 - output00_mean_squared_error: 12.3928 - output01_mean_squared_error: 13.5031 - output02_mean_squared_error: 21.5764 - output03_mean_squared_error: 32.2373 - output04_mean_squared_error: 26.0712 - output05_mean_squared_error: 18.4379 - output06_mean_squared_error: 19.9328 - output07_mean_squared_error: 22.0633 - output08_mean_squared_error: 14.1466 - output09_mean_squared_error: 19.1661 - output10_mean_squared_error: 19.0948 - output11_mean_squared_error: 20.7608 - output12_mean_squared_error: 16.6468 - output13_mean_squared_error: 25.2903 - output14_mean_squared_error: 17.8627 - output15_mean_squared_error: 27.7718 - output16_mean_squared_error: 20.7468 - output17_mean_squared_error: 21.7739 - output18_mean_squared_error: 14.1435 - output19_mean_squared_error: 10.6008 - output20_mean_squared_error: 12.1083 - output21_mean_squared_error: 29.5785 - output22_mean_squared_error: 22.2937 - output23_mean_squared_error: 15.4001 - output24_mean_squared_error: 21.4364 - output25_mean_squared_error: 27.8116 - output26_mean_squared_error: 14.5524 - output27_mean_squared_error: 28.5726 - output28_mean_squared_error: 20.7224 - output29_mean_squared_error: 27.0586 Epoch 1486/2000 121/121 [==============================] - 0s 780us/step - loss: 613.7175 - output00_loss: 12.3928 - output01_loss: 13.5015 - output02_loss: 21.5747 - output03_loss: 32.2365 - output04_loss: 26.0680 - output05_loss: 18.4377 - output06_loss: 19.9296 - output07_loss: 22.0606 - output08_loss: 14.1460 - output09_loss: 19.1657 - output10_loss: 19.0947 - output11_loss: 20.7608 - output12_loss: 16.6463 - output13_loss: 25.2884 - output14_loss: 17.8608 - output15_loss: 27.7695 - output16_loss: 20.7467 - output17_loss: 21.7725 - output18_loss: 14.1434 - output19_loss: 10.5990 - output20_loss: 12.1063 - output21_loss: 29.5776 - output22_loss: 22.2934 - output23_loss: 15.4001 - output24_loss: 21.4358 - output25_loss: 27.8114 - output26_loss: 14.5523 - output27_loss: 28.5717 - output28_loss: 20.7196 - output29_loss: 27.0540 - output00_mean_squared_error: 12.3928 - output01_mean_squared_error: 13.5015 - output02_mean_squared_error: 21.5747 - output03_mean_squared_error: 32.2365 - output04_mean_squared_error: 26.0680 - output05_mean_squared_error: 18.4377 - output06_mean_squared_error: 19.9296 - output07_mean_squared_error: 22.0606 - output08_mean_squared_error: 14.1460 - output09_mean_squared_error: 19.1657 - output10_mean_squared_error: 19.0947 - output11_mean_squared_error: 20.7608 - output12_mean_squared_error: 16.6463 - output13_mean_squared_error: 25.2884 - output14_mean_squared_error: 17.8608 - output15_mean_squared_error: 27.7695 - output16_mean_squared_error: 20.7467 - output17_mean_squared_error: 21.7725 - output18_mean_squared_error: 14.1434 - output19_mean_squared_error: 10.5990 - output20_mean_squared_error: 12.1063 - output21_mean_squared_error: 29.5776 - output22_mean_squared_error: 22.2934 - output23_mean_squared_error: 15.4001 - output24_mean_squared_error: 21.4358 - output25_mean_squared_error: 27.8114 - output26_mean_squared_error: 14.5523 - output27_mean_squared_error: 28.5717 - output28_mean_squared_error: 20.7196 - output29_mean_squared_error: 27.0540 Epoch 1487/2000 121/121 [==============================] - 0s 1ms/step - loss: 613.6808 - output00_loss: 12.3928 - output01_loss: 13.4999 - output02_loss: 21.5730 - output03_loss: 32.2357 - output04_loss: 26.0647 - output05_loss: 18.4375 - output06_loss: 19.9264 - output07_loss: 22.0580 - output08_loss: 14.1454 - output09_loss: 19.1653 - output10_loss: 19.0946 - output11_loss: 20.7608 - output12_loss: 16.6458 - output13_loss: 25.2866 - output14_loss: 17.8590 - output15_loss: 27.7672 - output16_loss: 20.7467 - output17_loss: 21.7711 - output18_loss: 14.1434 - output19_loss: 10.5972 - output20_loss: 12.1043 - output21_loss: 29.5768 - output22_loss: 22.2931 - output23_loss: 15.4000 - output24_loss: 21.4351 - output25_loss: 27.8112 - output26_loss: 14.5523 - output27_loss: 28.5709 - output28_loss: 20.7168 - output29_loss: 27.0493 - output00_mean_squared_error: 12.3928 - output01_mean_squared_error: 13.4999 - output02_mean_squared_error: 21.5730 - output03_mean_squared_error: 32.2357 - output04_mean_squared_error: 26.0647 - output05_mean_squared_error: 18.4375 - output06_mean_squared_error: 19.9264 - output07_mean_squared_error: 22.0580 - output08_mean_squared_error: 14.1454 - output09_mean_squared_error: 19.1653 - output10_mean_squared_error: 19.0946 - output11_mean_squared_error: 20.7608 - output12_mean_squared_error: 16.6458 - output13_mean_squared_error: 25.2866 - output14_mean_squared_error: 17.8590 - output15_mean_squared_error: 27.7672 - output16_mean_squared_error: 20.7467 - output17_mean_squared_error: 21.7711 - output18_mean_squared_error: 14.1434 - output19_mean_squared_error: 10.5972 - output20_mean_squared_error: 12.1043 - output21_mean_squared_error: 29.5768 - output22_mean_squared_error: 22.2931 - output23_mean_squared_error: 15.4000 - output24_mean_squared_error: 21.4351 - output25_mean_squared_error: 27.8112 - output26_mean_squared_error: 14.5523 - output27_mean_squared_error: 28.5709 - output28_mean_squared_error: 20.7168 - output29_mean_squared_error: 27.0493 Epoch 1488/2000 121/121 [==============================] - 0s 742us/step - loss: 613.6440 - output00_loss: 12.3927 - output01_loss: 13.4984 - output02_loss: 21.5712 - output03_loss: 32.2349 - output04_loss: 26.0615 - output05_loss: 18.4374 - output06_loss: 19.9232 - output07_loss: 22.0554 - output08_loss: 14.1449 - output09_loss: 19.1650 - output10_loss: 19.0945 - output11_loss: 20.7607 - output12_loss: 16.6453 - output13_loss: 25.2847 - output14_loss: 17.8571 - output15_loss: 27.7649 - output16_loss: 20.7467 - output17_loss: 21.7697 - output18_loss: 14.1433 - output19_loss: 10.5954 - output20_loss: 12.1023 - output21_loss: 29.5760 - output22_loss: 22.2928 - output23_loss: 15.3999 - output24_loss: 21.4345 - output25_loss: 27.8110 - output26_loss: 14.5522 - output27_loss: 28.5701 - output28_loss: 20.7139 - output29_loss: 27.0447 - output00_mean_squared_error: 12.3927 - output01_mean_squared_error: 13.4984 - output02_mean_squared_error: 21.5712 - output03_mean_squared_error: 32.2349 - output04_mean_squared_error: 26.0615 - output05_mean_squared_error: 18.4374 - output06_mean_squared_error: 19.9232 - output07_mean_squared_error: 22.0554 - output08_mean_squared_error: 14.1449 - output09_mean_squared_error: 19.1650 - output10_mean_squared_error: 19.0945 - output11_mean_squared_error: 20.7607 - output12_mean_squared_error: 16.6453 - output13_mean_squared_error: 25.2847 - output14_mean_squared_error: 17.8571 - output15_mean_squared_error: 27.7649 - output16_mean_squared_error: 20.7467 - output17_mean_squared_error: 21.7697 - output18_mean_squared_error: 14.1433 - output19_mean_squared_error: 10.5954 - output20_mean_squared_error: 12.1023 - output21_mean_squared_error: 29.5760 - output22_mean_squared_error: 22.2928 - output23_mean_squared_error: 15.3999 - output24_mean_squared_error: 21.4345 - output25_mean_squared_error: 27.8110 - output26_mean_squared_error: 14.5522 - output27_mean_squared_error: 28.5701 - output28_mean_squared_error: 20.7139 - output29_mean_squared_error: 27.0447 Epoch 1489/2000 121/121 [==============================] - 0s 884us/step - loss: 613.6074 - output00_loss: 12.3927 - output01_loss: 13.4968 - output02_loss: 21.5695 - output03_loss: 32.2341 - output04_loss: 26.0583 - output05_loss: 18.4372 - output06_loss: 19.9200 - output07_loss: 22.0528 - output08_loss: 14.1443 - output09_loss: 19.1646 - output10_loss: 19.0943 - output11_loss: 20.7607 - output12_loss: 16.6448 - output13_loss: 25.2829 - output14_loss: 17.8553 - output15_loss: 27.7626 - output16_loss: 20.7466 - output17_loss: 21.7684 - output18_loss: 14.1432 - output19_loss: 10.5936 - output20_loss: 12.1003 - output21_loss: 29.5751 - output22_loss: 22.2925 - output23_loss: 15.3998 - output24_loss: 21.4338 - output25_loss: 27.8107 - output26_loss: 14.5521 - output27_loss: 28.5692 - output28_loss: 20.7111 - output29_loss: 27.0401 - output00_mean_squared_error: 12.3927 - output01_mean_squared_error: 13.4968 - output02_mean_squared_error: 21.5695 - output03_mean_squared_error: 32.2341 - output04_mean_squared_error: 26.0583 - output05_mean_squared_error: 18.4372 - output06_mean_squared_error: 19.9200 - output07_mean_squared_error: 22.0528 - output08_mean_squared_error: 14.1443 - output09_mean_squared_error: 19.1646 - output10_mean_squared_error: 19.0943 - output11_mean_squared_error: 20.7607 - output12_mean_squared_error: 16.6448 - output13_mean_squared_error: 25.2829 - output14_mean_squared_error: 17.8553 - output15_mean_squared_error: 27.7626 - output16_mean_squared_error: 20.7466 - output17_mean_squared_error: 21.7684 - output18_mean_squared_error: 14.1432 - output19_mean_squared_error: 10.5936 - output20_mean_squared_error: 12.1003 - output21_mean_squared_error: 29.5751 - output22_mean_squared_error: 22.2925 - output23_mean_squared_error: 15.3998 - output24_mean_squared_error: 21.4338 - output25_mean_squared_error: 27.8107 - output26_mean_squared_error: 14.5521 - output27_mean_squared_error: 28.5692 - output28_mean_squared_error: 20.7111 - output29_mean_squared_error: 27.0401 Epoch 1490/2000 121/121 [==============================] - 0s 456us/step - loss: 613.5708 - output00_loss: 12.3927 - output01_loss: 13.4952 - output02_loss: 21.5677 - output03_loss: 32.2333 - output04_loss: 26.0550 - output05_loss: 18.4370 - output06_loss: 19.9168 - output07_loss: 22.0501 - output08_loss: 14.1438 - output09_loss: 19.1642 - output10_loss: 19.0942 - output11_loss: 20.7607 - output12_loss: 16.6443 - output13_loss: 25.2810 - output14_loss: 17.8534 - output15_loss: 27.7603 - output16_loss: 20.7466 - output17_loss: 21.7670 - output18_loss: 14.1432 - output19_loss: 10.5918 - output20_loss: 12.0983 - output21_loss: 29.5743 - output22_loss: 22.2922 - output23_loss: 15.3998 - output24_loss: 21.4332 - output25_loss: 27.8105 - output26_loss: 14.5521 - output27_loss: 28.5684 - output28_loss: 20.7083 - output29_loss: 27.0354 - output00_mean_squared_error: 12.3927 - output01_mean_squared_error: 13.4952 - output02_mean_squared_error: 21.5677 - output03_mean_squared_error: 32.2333 - output04_mean_squared_error: 26.0550 - output05_mean_squared_error: 18.4370 - output06_mean_squared_error: 19.9168 - output07_mean_squared_error: 22.0501 - output08_mean_squared_error: 14.1438 - output09_mean_squared_error: 19.1642 - output10_mean_squared_error: 19.0942 - output11_mean_squared_error: 20.7607 - output12_mean_squared_error: 16.6443 - output13_mean_squared_error: 25.2810 - output14_mean_squared_error: 17.8534 - output15_mean_squared_error: 27.7603 - output16_mean_squared_error: 20.7466 - output17_mean_squared_error: 21.7670 - output18_mean_squared_error: 14.1432 - output19_mean_squared_error: 10.5918 - output20_mean_squared_error: 12.0983 - output21_mean_squared_error: 29.5743 - output22_mean_squared_error: 22.2922 - output23_mean_squared_error: 15.3998 - output24_mean_squared_error: 21.4332 - output25_mean_squared_error: 27.8105 - output26_mean_squared_error: 14.5521 - output27_mean_squared_error: 28.5684 - output28_mean_squared_error: 20.7083 - output29_mean_squared_error: 27.0354 Epoch 1491/2000 121/121 [==============================] - 0s 712us/step - loss: 613.5345 - output00_loss: 12.3926 - output01_loss: 13.4936 - output02_loss: 21.5660 - output03_loss: 32.2324 - output04_loss: 26.0518 - output05_loss: 18.4368 - output06_loss: 19.9136 - output07_loss: 22.0475 - output08_loss: 14.1432 - output09_loss: 19.1639 - output10_loss: 19.0941 - output11_loss: 20.7606 - output12_loss: 16.6439 - output13_loss: 25.2792 - output14_loss: 17.8515 - output15_loss: 27.7580 - output16_loss: 20.7466 - output17_loss: 21.7656 - output18_loss: 14.1431 - output19_loss: 10.5900 - output20_loss: 12.0963 - output21_loss: 29.5735 - output22_loss: 22.2919 - output23_loss: 15.3997 - output24_loss: 21.4326 - output25_loss: 27.8103 - output26_loss: 14.5520 - output27_loss: 28.5676 - output28_loss: 20.7055 - output29_loss: 27.0308 - output00_mean_squared_error: 12.3926 - output01_mean_squared_error: 13.4936 - output02_mean_squared_error: 21.5660 - output03_mean_squared_error: 32.2324 - output04_mean_squared_error: 26.0518 - output05_mean_squared_error: 18.4368 - output06_mean_squared_error: 19.9136 - output07_mean_squared_error: 22.0475 - output08_mean_squared_error: 14.1432 - output09_mean_squared_error: 19.1639 - output10_mean_squared_error: 19.0941 - output11_mean_squared_error: 20.7606 - output12_mean_squared_error: 16.6439 - output13_mean_squared_error: 25.2792 - output14_mean_squared_error: 17.8515 - output15_mean_squared_error: 27.7580 - output16_mean_squared_error: 20.7466 - output17_mean_squared_error: 21.7656 - output18_mean_squared_error: 14.1431 - output19_mean_squared_error: 10.5900 - output20_mean_squared_error: 12.0963 - output21_mean_squared_error: 29.5735 - output22_mean_squared_error: 22.2919 - output23_mean_squared_error: 15.3997 - output24_mean_squared_error: 21.4326 - output25_mean_squared_error: 27.8103 - output26_mean_squared_error: 14.5520 - output27_mean_squared_error: 28.5676 - output28_mean_squared_error: 20.7055 - output29_mean_squared_error: 27.0308 Epoch 1492/2000 121/121 [==============================] - 0s 1ms/step - loss: 613.4979 - output00_loss: 12.3926 - output01_loss: 13.4920 - output02_loss: 21.5643 - output03_loss: 32.2316 - output04_loss: 26.0486 - output05_loss: 18.4366 - output06_loss: 19.9104 - output07_loss: 22.0449 - output08_loss: 14.1427 - output09_loss: 19.1635 - output10_loss: 19.0940 - output11_loss: 20.7606 - output12_loss: 16.6434 - output13_loss: 25.2774 - output14_loss: 17.8497 - output15_loss: 27.7557 - output16_loss: 20.7465 - output17_loss: 21.7642 - output18_loss: 14.1430 - output19_loss: 10.5882 - output20_loss: 12.0944 - output21_loss: 29.5727 - output22_loss: 22.2917 - output23_loss: 15.3996 - output24_loss: 21.4320 - output25_loss: 27.8101 - output26_loss: 14.5520 - output27_loss: 28.5667 - output28_loss: 20.7027 - output29_loss: 27.0262 - output00_mean_squared_error: 12.3926 - output01_mean_squared_error: 13.4920 - output02_mean_squared_error: 21.5643 - output03_mean_squared_error: 32.2316 - output04_mean_squared_error: 26.0486 - output05_mean_squared_error: 18.4366 - output06_mean_squared_error: 19.9104 - output07_mean_squared_error: 22.0449 - output08_mean_squared_error: 14.1427 - output09_mean_squared_error: 19.1635 - output10_mean_squared_error: 19.0940 - output11_mean_squared_error: 20.7606 - output12_mean_squared_error: 16.6434 - output13_mean_squared_error: 25.2774 - output14_mean_squared_error: 17.8497 - output15_mean_squared_error: 27.7557 - output16_mean_squared_error: 20.7465 - output17_mean_squared_error: 21.7642 - output18_mean_squared_error: 14.1430 - output19_mean_squared_error: 10.5882 - output20_mean_squared_error: 12.0944 - output21_mean_squared_error: 29.5727 - output22_mean_squared_error: 22.2917 - output23_mean_squared_error: 15.3996 - output24_mean_squared_error: 21.4320 - output25_mean_squared_error: 27.8101 - output26_mean_squared_error: 14.5520 - output27_mean_squared_error: 28.5667 - output28_mean_squared_error: 20.7027 - output29_mean_squared_error: 27.0262 Epoch 1493/2000 121/121 [==============================] - 0s 923us/step - loss: 613.4615 - output00_loss: 12.3926 - output01_loss: 13.4905 - output02_loss: 21.5625 - output03_loss: 32.2309 - output04_loss: 26.0454 - output05_loss: 18.4365 - output06_loss: 19.9072 - output07_loss: 22.0423 - output08_loss: 14.1421 - output09_loss: 19.1632 - output10_loss: 19.0938 - output11_loss: 20.7606 - output12_loss: 16.6429 - output13_loss: 25.2755 - output14_loss: 17.8478 - output15_loss: 27.7534 - output16_loss: 20.7465 - output17_loss: 21.7629 - output18_loss: 14.1430 - output19_loss: 10.5863 - output20_loss: 12.0924 - output21_loss: 29.5719 - output22_loss: 22.2914 - output23_loss: 15.3996 - output24_loss: 21.4313 - output25_loss: 27.8098 - output26_loss: 14.5519 - output27_loss: 28.5659 - output28_loss: 20.6999 - output29_loss: 27.0216 - output00_mean_squared_error: 12.3926 - output01_mean_squared_error: 13.4905 - output02_mean_squared_error: 21.5625 - output03_mean_squared_error: 32.2309 - output04_mean_squared_error: 26.0454 - output05_mean_squared_error: 18.4365 - output06_mean_squared_error: 19.9072 - output07_mean_squared_error: 22.0423 - output08_mean_squared_error: 14.1421 - output09_mean_squared_error: 19.1632 - output10_mean_squared_error: 19.0938 - output11_mean_squared_error: 20.7606 - output12_mean_squared_error: 16.6429 - output13_mean_squared_error: 25.2755 - output14_mean_squared_error: 17.8478 - output15_mean_squared_error: 27.7534 - output16_mean_squared_error: 20.7465 - output17_mean_squared_error: 21.7629 - output18_mean_squared_error: 14.1430 - output19_mean_squared_error: 10.5863 - output20_mean_squared_error: 12.0924 - output21_mean_squared_error: 29.5719 - output22_mean_squared_error: 22.2914 - output23_mean_squared_error: 15.3996 - output24_mean_squared_error: 21.4313 - output25_mean_squared_error: 27.8098 - output26_mean_squared_error: 14.5519 - output27_mean_squared_error: 28.5659 - output28_mean_squared_error: 20.6999 - output29_mean_squared_error: 27.0216 Epoch 1494/2000 121/121 [==============================] - 0s 647us/step - loss: 613.4252 - output00_loss: 12.3926 - output01_loss: 13.4889 - output02_loss: 21.5608 - output03_loss: 32.2301 - output04_loss: 26.0421 - output05_loss: 18.4363 - output06_loss: 19.9041 - output07_loss: 22.0397 - output08_loss: 14.1416 - output09_loss: 19.1628 - output10_loss: 19.0937 - output11_loss: 20.7606 - output12_loss: 16.6424 - output13_loss: 25.2737 - output14_loss: 17.8460 - output15_loss: 27.7511 - output16_loss: 20.7465 - output17_loss: 21.7615 - output18_loss: 14.1429 - output19_loss: 10.5845 - output20_loss: 12.0904 - output21_loss: 29.5710 - output22_loss: 22.2911 - output23_loss: 15.3995 - output24_loss: 21.4307 - output25_loss: 27.8096 - output26_loss: 14.5519 - output27_loss: 28.5651 - output28_loss: 20.6971 - output29_loss: 27.0170 - output00_mean_squared_error: 12.3926 - output01_mean_squared_error: 13.4889 - output02_mean_squared_error: 21.5608 - output03_mean_squared_error: 32.2301 - output04_mean_squared_error: 26.0421 - output05_mean_squared_error: 18.4363 - output06_mean_squared_error: 19.9041 - output07_mean_squared_error: 22.0397 - output08_mean_squared_error: 14.1416 - output09_mean_squared_error: 19.1628 - output10_mean_squared_error: 19.0937 - output11_mean_squared_error: 20.7606 - output12_mean_squared_error: 16.6424 - output13_mean_squared_error: 25.2737 - output14_mean_squared_error: 17.8460 - output15_mean_squared_error: 27.7511 - output16_mean_squared_error: 20.7465 - output17_mean_squared_error: 21.7615 - output18_mean_squared_error: 14.1429 - output19_mean_squared_error: 10.5845 - output20_mean_squared_error: 12.0904 - output21_mean_squared_error: 29.5710 - output22_mean_squared_error: 22.2911 - output23_mean_squared_error: 15.3995 - output24_mean_squared_error: 21.4307 - output25_mean_squared_error: 27.8096 - output26_mean_squared_error: 14.5519 - output27_mean_squared_error: 28.5651 - output28_mean_squared_error: 20.6971 - output29_mean_squared_error: 27.0170 Epoch 1495/2000 121/121 [==============================] - 0s 774us/step - loss: 613.3889 - output00_loss: 12.3925 - output01_loss: 13.4873 - output02_loss: 21.5591 - output03_loss: 32.2293 - output04_loss: 26.0389 - output05_loss: 18.4361 - output06_loss: 19.9009 - output07_loss: 22.0371 - output08_loss: 14.1410 - output09_loss: 19.1624 - output10_loss: 19.0936 - output11_loss: 20.7605 - output12_loss: 16.6419 - output13_loss: 25.2719 - output14_loss: 17.8442 - output15_loss: 27.7488 - output16_loss: 20.7464 - output17_loss: 21.7602 - output18_loss: 14.1428 - output19_loss: 10.5827 - output20_loss: 12.0884 - output21_loss: 29.5702 - output22_loss: 22.2908 - output23_loss: 15.3994 - output24_loss: 21.4301 - output25_loss: 27.8094 - output26_loss: 14.5518 - output27_loss: 28.5642 - output28_loss: 20.6943 - output29_loss: 27.0124 - output00_mean_squared_error: 12.3925 - output01_mean_squared_error: 13.4873 - output02_mean_squared_error: 21.5591 - output03_mean_squared_error: 32.2293 - output04_mean_squared_error: 26.0389 - output05_mean_squared_error: 18.4361 - output06_mean_squared_error: 19.9009 - output07_mean_squared_error: 22.0371 - output08_mean_squared_error: 14.1410 - output09_mean_squared_error: 19.1624 - output10_mean_squared_error: 19.0936 - output11_mean_squared_error: 20.7605 - output12_mean_squared_error: 16.6419 - output13_mean_squared_error: 25.2719 - output14_mean_squared_error: 17.8442 - output15_mean_squared_error: 27.7488 - output16_mean_squared_error: 20.7464 - output17_mean_squared_error: 21.7602 - output18_mean_squared_error: 14.1428 - output19_mean_squared_error: 10.5827 - output20_mean_squared_error: 12.0884 - output21_mean_squared_error: 29.5702 - output22_mean_squared_error: 22.2908 - output23_mean_squared_error: 15.3994 - output24_mean_squared_error: 21.4301 - output25_mean_squared_error: 27.8094 - output26_mean_squared_error: 14.5518 - output27_mean_squared_error: 28.5642 - output28_mean_squared_error: 20.6943 - output29_mean_squared_error: 27.0124 Epoch 1496/2000 121/121 [==============================] - 0s 908us/step - loss: 613.3528 - output00_loss: 12.3925 - output01_loss: 13.4858 - output02_loss: 21.5574 - output03_loss: 32.2285 - output04_loss: 26.0357 - output05_loss: 18.4359 - output06_loss: 19.8977 - output07_loss: 22.0346 - output08_loss: 14.1405 - output09_loss: 19.1621 - output10_loss: 19.0935 - output11_loss: 20.7605 - output12_loss: 16.6415 - output13_loss: 25.2701 - output14_loss: 17.8423 - output15_loss: 27.7466 - output16_loss: 20.7464 - output17_loss: 21.7588 - output18_loss: 14.1428 - output19_loss: 10.5810 - output20_loss: 12.0865 - output21_loss: 29.5694 - output22_loss: 22.2905 - output23_loss: 15.3994 - output24_loss: 21.4295 - output25_loss: 27.8092 - output26_loss: 14.5518 - output27_loss: 28.5634 - output28_loss: 20.6915 - output29_loss: 27.0078 - output00_mean_squared_error: 12.3925 - output01_mean_squared_error: 13.4858 - output02_mean_squared_error: 21.5574 - output03_mean_squared_error: 32.2285 - output04_mean_squared_error: 26.0357 - output05_mean_squared_error: 18.4359 - output06_mean_squared_error: 19.8977 - output07_mean_squared_error: 22.0346 - output08_mean_squared_error: 14.1405 - output09_mean_squared_error: 19.1621 - output10_mean_squared_error: 19.0935 - output11_mean_squared_error: 20.7605 - output12_mean_squared_error: 16.6415 - output13_mean_squared_error: 25.2701 - output14_mean_squared_error: 17.8423 - output15_mean_squared_error: 27.7466 - output16_mean_squared_error: 20.7464 - output17_mean_squared_error: 21.7588 - output18_mean_squared_error: 14.1428 - output19_mean_squared_error: 10.5810 - output20_mean_squared_error: 12.0865 - output21_mean_squared_error: 29.5694 - output22_mean_squared_error: 22.2905 - output23_mean_squared_error: 15.3994 - output24_mean_squared_error: 21.4295 - output25_mean_squared_error: 27.8092 - output26_mean_squared_error: 14.5518 - output27_mean_squared_error: 28.5634 - output28_mean_squared_error: 20.6915 - output29_mean_squared_error: 27.0078 Epoch 1497/2000 121/121 [==============================] - 0s 903us/step - loss: 613.3168 - output00_loss: 12.3925 - output01_loss: 13.4842 - output02_loss: 21.5557 - output03_loss: 32.2277 - output04_loss: 26.0325 - output05_loss: 18.4357 - output06_loss: 19.8946 - output07_loss: 22.0320 - output08_loss: 14.1400 - output09_loss: 19.1617 - output10_loss: 19.0934 - output11_loss: 20.7605 - output12_loss: 16.6410 - output13_loss: 25.2683 - output14_loss: 17.8405 - output15_loss: 27.7443 - output16_loss: 20.7464 - output17_loss: 21.7574 - output18_loss: 14.1427 - output19_loss: 10.5792 - output20_loss: 12.0845 - output21_loss: 29.5686 - output22_loss: 22.2902 - output23_loss: 15.3993 - output24_loss: 21.4288 - output25_loss: 27.8090 - output26_loss: 14.5517 - output27_loss: 28.5626 - output28_loss: 20.6887 - output29_loss: 27.0032 - output00_mean_squared_error: 12.3925 - output01_mean_squared_error: 13.4842 - output02_mean_squared_error: 21.5557 - output03_mean_squared_error: 32.2277 - output04_mean_squared_error: 26.0325 - output05_mean_squared_error: 18.4357 - output06_mean_squared_error: 19.8946 - output07_mean_squared_error: 22.0320 - output08_mean_squared_error: 14.1400 - output09_mean_squared_error: 19.1617 - output10_mean_squared_error: 19.0934 - output11_mean_squared_error: 20.7605 - output12_mean_squared_error: 16.6410 - output13_mean_squared_error: 25.2683 - output14_mean_squared_error: 17.8405 - output15_mean_squared_error: 27.7443 - output16_mean_squared_error: 20.7464 - output17_mean_squared_error: 21.7574 - output18_mean_squared_error: 14.1427 - output19_mean_squared_error: 10.5792 - output20_mean_squared_error: 12.0845 - output21_mean_squared_error: 29.5686 - output22_mean_squared_error: 22.2902 - output23_mean_squared_error: 15.3993 - output24_mean_squared_error: 21.4288 - output25_mean_squared_error: 27.8090 - output26_mean_squared_error: 14.5517 - output27_mean_squared_error: 28.5626 - output28_mean_squared_error: 20.6887 - output29_mean_squared_error: 27.0032 Epoch 1498/2000 121/121 [==============================] - 0s 783us/step - loss: 613.2806 - output00_loss: 12.3924 - output01_loss: 13.4826 - output02_loss: 21.5540 - output03_loss: 32.2269 - output04_loss: 26.0293 - output05_loss: 18.4356 - output06_loss: 19.8914 - output07_loss: 22.0294 - output08_loss: 14.1394 - output09_loss: 19.1614 - output10_loss: 19.0932 - output11_loss: 20.7604 - output12_loss: 16.6405 - output13_loss: 25.2665 - output14_loss: 17.8387 - output15_loss: 27.7420 - output16_loss: 20.7463 - output17_loss: 21.7561 - output18_loss: 14.1426 - output19_loss: 10.5774 - output20_loss: 12.0825 - output21_loss: 29.5678 - output22_loss: 22.2899 - output23_loss: 15.3992 - output24_loss: 21.4282 - output25_loss: 27.8087 - output26_loss: 14.5517 - output27_loss: 28.5618 - output28_loss: 20.6859 - output29_loss: 26.9986 - output00_mean_squared_error: 12.3924 - output01_mean_squared_error: 13.4826 - output02_mean_squared_error: 21.5540 - output03_mean_squared_error: 32.2269 - output04_mean_squared_error: 26.0293 - output05_mean_squared_error: 18.4356 - output06_mean_squared_error: 19.8914 - output07_mean_squared_error: 22.0294 - output08_mean_squared_error: 14.1394 - output09_mean_squared_error: 19.1614 - output10_mean_squared_error: 19.0932 - output11_mean_squared_error: 20.7604 - output12_mean_squared_error: 16.6405 - output13_mean_squared_error: 25.2665 - output14_mean_squared_error: 17.8387 - output15_mean_squared_error: 27.7420 - output16_mean_squared_error: 20.7463 - output17_mean_squared_error: 21.7561 - output18_mean_squared_error: 14.1426 - output19_mean_squared_error: 10.5774 - output20_mean_squared_error: 12.0825 - output21_mean_squared_error: 29.5678 - output22_mean_squared_error: 22.2899 - output23_mean_squared_error: 15.3992 - output24_mean_squared_error: 21.4282 - output25_mean_squared_error: 27.8087 - output26_mean_squared_error: 14.5517 - output27_mean_squared_error: 28.5618 - output28_mean_squared_error: 20.6859 - output29_mean_squared_error: 26.9986 Epoch 1499/2000 121/121 [==============================] - 0s 675us/step - loss: 613.2447 - output00_loss: 12.3924 - output01_loss: 13.4811 - output02_loss: 21.5522 - output03_loss: 32.2261 - output04_loss: 26.0262 - output05_loss: 18.4354 - output06_loss: 19.8883 - output07_loss: 22.0268 - output08_loss: 14.1389 - output09_loss: 19.1610 - output10_loss: 19.0931 - output11_loss: 20.7604 - output12_loss: 16.6400 - output13_loss: 25.2647 - output14_loss: 17.8368 - output15_loss: 27.7397 - output16_loss: 20.7463 - output17_loss: 21.7547 - output18_loss: 14.1426 - output19_loss: 10.5756 - output20_loss: 12.0806 - output21_loss: 29.5670 - output22_loss: 22.2896 - output23_loss: 15.3992 - output24_loss: 21.4276 - output25_loss: 27.8085 - output26_loss: 14.5516 - output27_loss: 28.5610 - output28_loss: 20.6832 - output29_loss: 26.9941 - output00_mean_squared_error: 12.3924 - output01_mean_squared_error: 13.4811 - output02_mean_squared_error: 21.5522 - output03_mean_squared_error: 32.2261 - output04_mean_squared_error: 26.0262 - output05_mean_squared_error: 18.4354 - output06_mean_squared_error: 19.8883 - output07_mean_squared_error: 22.0268 - output08_mean_squared_error: 14.1389 - output09_mean_squared_error: 19.1610 - output10_mean_squared_error: 19.0931 - output11_mean_squared_error: 20.7604 - output12_mean_squared_error: 16.6400 - output13_mean_squared_error: 25.2647 - output14_mean_squared_error: 17.8368 - output15_mean_squared_error: 27.7397 - output16_mean_squared_error: 20.7463 - output17_mean_squared_error: 21.7547 - output18_mean_squared_error: 14.1426 - output19_mean_squared_error: 10.5756 - output20_mean_squared_error: 12.0806 - output21_mean_squared_error: 29.5670 - output22_mean_squared_error: 22.2896 - output23_mean_squared_error: 15.3992 - output24_mean_squared_error: 21.4276 - output25_mean_squared_error: 27.8085 - output26_mean_squared_error: 14.5516 - output27_mean_squared_error: 28.5610 - output28_mean_squared_error: 20.6832 - output29_mean_squared_error: 26.9941 Epoch 1500/2000 121/121 [==============================] - 0s 953us/step - loss: 613.2088 - output00_loss: 12.3924 - output01_loss: 13.4795 - output02_loss: 21.5505 - output03_loss: 32.2253 - output04_loss: 26.0230 - output05_loss: 18.4352 - output06_loss: 19.8851 - output07_loss: 22.0243 - output08_loss: 14.1383 - output09_loss: 19.1607 - output10_loss: 19.0930 - output11_loss: 20.7604 - output12_loss: 16.6396 - output13_loss: 25.2629 - output14_loss: 17.8350 - output15_loss: 27.7375 - output16_loss: 20.7463 - output17_loss: 21.7534 - output18_loss: 14.1425 - output19_loss: 10.5738 - output20_loss: 12.0786 - output21_loss: 29.5662 - output22_loss: 22.2894 - output23_loss: 15.3991 - output24_loss: 21.4270 - output25_loss: 27.8083 - output26_loss: 14.5515 - output27_loss: 28.5602 - output28_loss: 20.6804 - output29_loss: 26.9895 - output00_mean_squared_error: 12.3924 - output01_mean_squared_error: 13.4795 - output02_mean_squared_error: 21.5505 - output03_mean_squared_error: 32.2253 - output04_mean_squared_error: 26.0230 - output05_mean_squared_error: 18.4352 - output06_mean_squared_error: 19.8851 - output07_mean_squared_error: 22.0243 - output08_mean_squared_error: 14.1383 - output09_mean_squared_error: 19.1607 - output10_mean_squared_error: 19.0930 - output11_mean_squared_error: 20.7604 - output12_mean_squared_error: 16.6396 - output13_mean_squared_error: 25.2629 - output14_mean_squared_error: 17.8350 - output15_mean_squared_error: 27.7375 - output16_mean_squared_error: 20.7463 - output17_mean_squared_error: 21.7534 - output18_mean_squared_error: 14.1425 - output19_mean_squared_error: 10.5738 - output20_mean_squared_error: 12.0786 - output21_mean_squared_error: 29.5662 - output22_mean_squared_error: 22.2894 - output23_mean_squared_error: 15.3991 - output24_mean_squared_error: 21.4270 - output25_mean_squared_error: 27.8083 - output26_mean_squared_error: 14.5515 - output27_mean_squared_error: 28.5602 - output28_mean_squared_error: 20.6804 - output29_mean_squared_error: 26.9895 Epoch 1501/2000 121/121 [==============================] - 0s 1ms/step - loss: 613.1729 - output00_loss: 12.3924 - output01_loss: 13.4780 - output02_loss: 21.5488 - output03_loss: 32.2246 - output04_loss: 26.0198 - output05_loss: 18.4350 - output06_loss: 19.8820 - output07_loss: 22.0217 - output08_loss: 14.1378 - output09_loss: 19.1603 - output10_loss: 19.0929 - output11_loss: 20.7604 - output12_loss: 16.6391 - output13_loss: 25.2611 - output14_loss: 17.8332 - output15_loss: 27.7352 - output16_loss: 20.7462 - output17_loss: 21.7520 - output18_loss: 14.1424 - output19_loss: 10.5720 - output20_loss: 12.0767 - output21_loss: 29.5654 - output22_loss: 22.2891 - output23_loss: 15.3990 - output24_loss: 21.4264 - output25_loss: 27.8081 - output26_loss: 14.5515 - output27_loss: 28.5593 - output28_loss: 20.6776 - output29_loss: 26.9849 - output00_mean_squared_error: 12.3924 - output01_mean_squared_error: 13.4780 - output02_mean_squared_error: 21.5488 - output03_mean_squared_error: 32.2246 - output04_mean_squared_error: 26.0198 - output05_mean_squared_error: 18.4350 - output06_mean_squared_error: 19.8820 - output07_mean_squared_error: 22.0217 - output08_mean_squared_error: 14.1378 - output09_mean_squared_error: 19.1603 - output10_mean_squared_error: 19.0929 - output11_mean_squared_error: 20.7604 - output12_mean_squared_error: 16.6391 - output13_mean_squared_error: 25.2611 - output14_mean_squared_error: 17.8332 - output15_mean_squared_error: 27.7352 - output16_mean_squared_error: 20.7462 - output17_mean_squared_error: 21.7520 - output18_mean_squared_error: 14.1424 - output19_mean_squared_error: 10.5720 - output20_mean_squared_error: 12.0767 - output21_mean_squared_error: 29.5654 - output22_mean_squared_error: 22.2891 - output23_mean_squared_error: 15.3990 - output24_mean_squared_error: 21.4264 - output25_mean_squared_error: 27.8081 - output26_mean_squared_error: 14.5515 - output27_mean_squared_error: 28.5593 - output28_mean_squared_error: 20.6776 - output29_mean_squared_error: 26.9849 Epoch 1502/2000 121/121 [==============================] - 0s 583us/step - loss: 613.1373 - output00_loss: 12.3923 - output01_loss: 13.4764 - output02_loss: 21.5471 - output03_loss: 32.2238 - output04_loss: 26.0166 - output05_loss: 18.4349 - output06_loss: 19.8789 - output07_loss: 22.0191 - output08_loss: 14.1373 - output09_loss: 19.1600 - output10_loss: 19.0928 - output11_loss: 20.7603 - output12_loss: 16.6386 - output13_loss: 25.2593 - output14_loss: 17.8314 - output15_loss: 27.7330 - output16_loss: 20.7462 - output17_loss: 21.7507 - output18_loss: 14.1424 - output19_loss: 10.5702 - output20_loss: 12.0747 - output21_loss: 29.5646 - output22_loss: 22.2888 - output23_loss: 15.3990 - output24_loss: 21.4258 - output25_loss: 27.8079 - output26_loss: 14.5514 - output27_loss: 28.5585 - output28_loss: 20.6749 - output29_loss: 26.9804 - output00_mean_squared_error: 12.3923 - output01_mean_squared_error: 13.4764 - output02_mean_squared_error: 21.5471 - output03_mean_squared_error: 32.2238 - output04_mean_squared_error: 26.0166 - output05_mean_squared_error: 18.4349 - output06_mean_squared_error: 19.8789 - output07_mean_squared_error: 22.0191 - output08_mean_squared_error: 14.1373 - output09_mean_squared_error: 19.1600 - output10_mean_squared_error: 19.0928 - output11_mean_squared_error: 20.7603 - output12_mean_squared_error: 16.6386 - output13_mean_squared_error: 25.2593 - output14_mean_squared_error: 17.8314 - output15_mean_squared_error: 27.7330 - output16_mean_squared_error: 20.7462 - output17_mean_squared_error: 21.7507 - output18_mean_squared_error: 14.1424 - output19_mean_squared_error: 10.5702 - output20_mean_squared_error: 12.0747 - output21_mean_squared_error: 29.5646 - output22_mean_squared_error: 22.2888 - output23_mean_squared_error: 15.3990 - output24_mean_squared_error: 21.4258 - output25_mean_squared_error: 27.8079 - output26_mean_squared_error: 14.5514 - output27_mean_squared_error: 28.5585 - output28_mean_squared_error: 20.6749 - output29_mean_squared_error: 26.9804 Epoch 1503/2000 121/121 [==============================] - 0s 920us/step - loss: 613.1016 - output00_loss: 12.3923 - output01_loss: 13.4749 - output02_loss: 21.5455 - output03_loss: 32.2230 - output04_loss: 26.0135 - output05_loss: 18.4347 - output06_loss: 19.8757 - output07_loss: 22.0166 - output08_loss: 14.1367 - output09_loss: 19.1596 - output10_loss: 19.0926 - output11_loss: 20.7603 - output12_loss: 16.6382 - output13_loss: 25.2575 - output14_loss: 17.8296 - output15_loss: 27.7307 - output16_loss: 20.7462 - output17_loss: 21.7494 - output18_loss: 14.1423 - output19_loss: 10.5684 - output20_loss: 12.0728 - output21_loss: 29.5638 - output22_loss: 22.2885 - output23_loss: 15.3989 - output24_loss: 21.4252 - output25_loss: 27.8077 - output26_loss: 14.5514 - output27_loss: 28.5577 - output28_loss: 20.6721 - output29_loss: 26.9758 - output00_mean_squared_error: 12.3923 - output01_mean_squared_error: 13.4749 - output02_mean_squared_error: 21.5455 - output03_mean_squared_error: 32.2230 - output04_mean_squared_error: 26.0135 - output05_mean_squared_error: 18.4347 - output06_mean_squared_error: 19.8757 - output07_mean_squared_error: 22.0166 - output08_mean_squared_error: 14.1367 - output09_mean_squared_error: 19.1596 - output10_mean_squared_error: 19.0926 - output11_mean_squared_error: 20.7603 - output12_mean_squared_error: 16.6382 - output13_mean_squared_error: 25.2575 - output14_mean_squared_error: 17.8296 - output15_mean_squared_error: 27.7307 - output16_mean_squared_error: 20.7462 - output17_mean_squared_error: 21.7494 - output18_mean_squared_error: 14.1423 - output19_mean_squared_error: 10.5684 - output20_mean_squared_error: 12.0728 - output21_mean_squared_error: 29.5638 - output22_mean_squared_error: 22.2885 - output23_mean_squared_error: 15.3989 - output24_mean_squared_error: 21.4252 - output25_mean_squared_error: 27.8077 - output26_mean_squared_error: 14.5514 - output27_mean_squared_error: 28.5577 - output28_mean_squared_error: 20.6721 - output29_mean_squared_error: 26.9758 Epoch 1504/2000 121/121 [==============================] - 0s 551us/step - loss: 613.0660 - output00_loss: 12.3923 - output01_loss: 13.4733 - output02_loss: 21.5438 - output03_loss: 32.2223 - output04_loss: 26.0103 - output05_loss: 18.4345 - output06_loss: 19.8726 - output07_loss: 22.0140 - output08_loss: 14.1362 - output09_loss: 19.1593 - output10_loss: 19.0925 - output11_loss: 20.7603 - output12_loss: 16.6377 - output13_loss: 25.2557 - output14_loss: 17.8278 - output15_loss: 27.7285 - output16_loss: 20.7462 - output17_loss: 21.7480 - output18_loss: 14.1422 - output19_loss: 10.5667 - output20_loss: 12.0708 - output21_loss: 29.5630 - output22_loss: 22.2882 - output23_loss: 15.3988 - output24_loss: 21.4246 - output25_loss: 27.8075 - output26_loss: 14.5513 - output27_loss: 28.5569 - output28_loss: 20.6694 - output29_loss: 26.9713 - output00_mean_squared_error: 12.3923 - output01_mean_squared_error: 13.4733 - output02_mean_squared_error: 21.5438 - output03_mean_squared_error: 32.2223 - output04_mean_squared_error: 26.0103 - output05_mean_squared_error: 18.4345 - output06_mean_squared_error: 19.8726 - output07_mean_squared_error: 22.0140 - output08_mean_squared_error: 14.1362 - output09_mean_squared_error: 19.1593 - output10_mean_squared_error: 19.0925 - output11_mean_squared_error: 20.7603 - output12_mean_squared_error: 16.6377 - output13_mean_squared_error: 25.2557 - output14_mean_squared_error: 17.8278 - output15_mean_squared_error: 27.7285 - output16_mean_squared_error: 20.7462 - output17_mean_squared_error: 21.7480 - output18_mean_squared_error: 14.1422 - output19_mean_squared_error: 10.5667 - output20_mean_squared_error: 12.0708 - output21_mean_squared_error: 29.5630 - output22_mean_squared_error: 22.2882 - output23_mean_squared_error: 15.3988 - output24_mean_squared_error: 21.4246 - output25_mean_squared_error: 27.8075 - output26_mean_squared_error: 14.5513 - output27_mean_squared_error: 28.5569 - output28_mean_squared_error: 20.6694 - output29_mean_squared_error: 26.9713 Epoch 1505/2000 121/121 [==============================] - 0s 1ms/step - loss: 613.0304 - output00_loss: 12.3923 - output01_loss: 13.4718 - output02_loss: 21.5421 - output03_loss: 32.2215 - output04_loss: 26.0071 - output05_loss: 18.4343 - output06_loss: 19.8695 - output07_loss: 22.0115 - output08_loss: 14.1357 - output09_loss: 19.1589 - output10_loss: 19.0924 - output11_loss: 20.7603 - output12_loss: 16.6372 - output13_loss: 25.2539 - output14_loss: 17.8260 - output15_loss: 27.7262 - output16_loss: 20.7461 - output17_loss: 21.7467 - output18_loss: 14.1422 - output19_loss: 10.5649 - output20_loss: 12.0689 - output21_loss: 29.5622 - output22_loss: 22.2880 - output23_loss: 15.3988 - output24_loss: 21.4240 - output25_loss: 27.8073 - output26_loss: 14.5513 - output27_loss: 28.5561 - output28_loss: 20.6666 - output29_loss: 26.9668 - output00_mean_squared_error: 12.3923 - output01_mean_squared_error: 13.4718 - output02_mean_squared_error: 21.5421 - output03_mean_squared_error: 32.2215 - output04_mean_squared_error: 26.0071 - output05_mean_squared_error: 18.4343 - output06_mean_squared_error: 19.8695 - output07_mean_squared_error: 22.0115 - output08_mean_squared_error: 14.1357 - output09_mean_squared_error: 19.1589 - output10_mean_squared_error: 19.0924 - output11_mean_squared_error: 20.7603 - output12_mean_squared_error: 16.6372 - output13_mean_squared_error: 25.2539 - output14_mean_squared_error: 17.8260 - output15_mean_squared_error: 27.7262 - output16_mean_squared_error: 20.7461 - output17_mean_squared_error: 21.7467 - output18_mean_squared_error: 14.1422 - output19_mean_squared_error: 10.5649 - output20_mean_squared_error: 12.0689 - output21_mean_squared_error: 29.5622 - output22_mean_squared_error: 22.2880 - output23_mean_squared_error: 15.3988 - output24_mean_squared_error: 21.4240 - output25_mean_squared_error: 27.8073 - output26_mean_squared_error: 14.5513 - output27_mean_squared_error: 28.5561 - output28_mean_squared_error: 20.6666 - output29_mean_squared_error: 26.9668 Epoch 1506/2000 121/121 [==============================] - 0s 1ms/step - loss: 612.9949 - output00_loss: 12.3922 - output01_loss: 13.4702 - output02_loss: 21.5404 - output03_loss: 32.2207 - output04_loss: 26.0040 - output05_loss: 18.4342 - output06_loss: 19.8664 - output07_loss: 22.0090 - output08_loss: 14.1351 - output09_loss: 19.1586 - output10_loss: 19.0923 - output11_loss: 20.7602 - output12_loss: 16.6368 - output13_loss: 25.2522 - output14_loss: 17.8242 - output15_loss: 27.7240 - output16_loss: 20.7461 - output17_loss: 21.7454 - output18_loss: 14.1421 - output19_loss: 10.5631 - output20_loss: 12.0670 - output21_loss: 29.5614 - output22_loss: 22.2877 - output23_loss: 15.3987 - output24_loss: 21.4234 - output25_loss: 27.8071 - output26_loss: 14.5512 - output27_loss: 28.5553 - output28_loss: 20.6639 - output29_loss: 26.9622 - output00_mean_squared_error: 12.3922 - output01_mean_squared_error: 13.4702 - output02_mean_squared_error: 21.5404 - output03_mean_squared_error: 32.2207 - output04_mean_squared_error: 26.0040 - output05_mean_squared_error: 18.4342 - output06_mean_squared_error: 19.8664 - output07_mean_squared_error: 22.0090 - output08_mean_squared_error: 14.1351 - output09_mean_squared_error: 19.1586 - output10_mean_squared_error: 19.0923 - output11_mean_squared_error: 20.7602 - output12_mean_squared_error: 16.6368 - output13_mean_squared_error: 25.2522 - output14_mean_squared_error: 17.8242 - output15_mean_squared_error: 27.7240 - output16_mean_squared_error: 20.7461 - output17_mean_squared_error: 21.7454 - output18_mean_squared_error: 14.1421 - output19_mean_squared_error: 10.5631 - output20_mean_squared_error: 12.0670 - output21_mean_squared_error: 29.5614 - output22_mean_squared_error: 22.2877 - output23_mean_squared_error: 15.3987 - output24_mean_squared_error: 21.4234 - output25_mean_squared_error: 27.8071 - output26_mean_squared_error: 14.5512 - output27_mean_squared_error: 28.5553 - output28_mean_squared_error: 20.6639 - output29_mean_squared_error: 26.9622 Epoch 1507/2000 121/121 [==============================] - 0s 1ms/step - loss: 612.9595 - output00_loss: 12.3922 - output01_loss: 13.4687 - output02_loss: 21.5387 - output03_loss: 32.2200 - output04_loss: 26.0008 - output05_loss: 18.4340 - output06_loss: 19.8633 - output07_loss: 22.0064 - output08_loss: 14.1346 - output09_loss: 19.1583 - output10_loss: 19.0922 - output11_loss: 20.7602 - output12_loss: 16.6363 - output13_loss: 25.2504 - output14_loss: 17.8224 - output15_loss: 27.7217 - output16_loss: 20.7461 - output17_loss: 21.7440 - output18_loss: 14.1421 - output19_loss: 10.5613 - output20_loss: 12.0650 - output21_loss: 29.5606 - output22_loss: 22.2874 - output23_loss: 15.3986 - output24_loss: 21.4228 - output25_loss: 27.8068 - output26_loss: 14.5512 - output27_loss: 28.5545 - output28_loss: 20.6611 - output29_loss: 26.9577 - output00_mean_squared_error: 12.3922 - output01_mean_squared_error: 13.4687 - output02_mean_squared_error: 21.5387 - output03_mean_squared_error: 32.2200 - output04_mean_squared_error: 26.0008 - output05_mean_squared_error: 18.4340 - output06_mean_squared_error: 19.8633 - output07_mean_squared_error: 22.0064 - output08_mean_squared_error: 14.1346 - output09_mean_squared_error: 19.1583 - output10_mean_squared_error: 19.0922 - output11_mean_squared_error: 20.7602 - output12_mean_squared_error: 16.6363 - output13_mean_squared_error: 25.2504 - output14_mean_squared_error: 17.8224 - output15_mean_squared_error: 27.7217 - output16_mean_squared_error: 20.7461 - output17_mean_squared_error: 21.7440 - output18_mean_squared_error: 14.1421 - output19_mean_squared_error: 10.5613 - output20_mean_squared_error: 12.0650 - output21_mean_squared_error: 29.5606 - output22_mean_squared_error: 22.2874 - output23_mean_squared_error: 15.3986 - output24_mean_squared_error: 21.4228 - output25_mean_squared_error: 27.8068 - output26_mean_squared_error: 14.5512 - output27_mean_squared_error: 28.5545 - output28_mean_squared_error: 20.6611 - output29_mean_squared_error: 26.9577 Epoch 1508/2000 121/121 [==============================] - 0s 1ms/step - loss: 612.9242 - output00_loss: 12.3922 - output01_loss: 13.4672 - output02_loss: 21.5370 - output03_loss: 32.2192 - output04_loss: 25.9977 - output05_loss: 18.4338 - output06_loss: 19.8602 - output07_loss: 22.0039 - output08_loss: 14.1341 - output09_loss: 19.1579 - output10_loss: 19.0921 - output11_loss: 20.7602 - output12_loss: 16.6359 - output13_loss: 25.2486 - output14_loss: 17.8206 - output15_loss: 27.7195 - output16_loss: 20.7460 - output17_loss: 21.7427 - output18_loss: 14.1420 - output19_loss: 10.5596 - output20_loss: 12.0631 - output21_loss: 29.5598 - output22_loss: 22.2871 - output23_loss: 15.3986 - output24_loss: 21.4222 - output25_loss: 27.8066 - output26_loss: 14.5511 - output27_loss: 28.5537 - output28_loss: 20.6584 - output29_loss: 26.9532 - output00_mean_squared_error: 12.3922 - output01_mean_squared_error: 13.4672 - output02_mean_squared_error: 21.5370 - output03_mean_squared_error: 32.2192 - output04_mean_squared_error: 25.9977 - output05_mean_squared_error: 18.4338 - output06_mean_squared_error: 19.8602 - output07_mean_squared_error: 22.0039 - output08_mean_squared_error: 14.1341 - output09_mean_squared_error: 19.1579 - output10_mean_squared_error: 19.0921 - output11_mean_squared_error: 20.7602 - output12_mean_squared_error: 16.6359 - output13_mean_squared_error: 25.2486 - output14_mean_squared_error: 17.8206 - output15_mean_squared_error: 27.7195 - output16_mean_squared_error: 20.7460 - output17_mean_squared_error: 21.7427 - output18_mean_squared_error: 14.1420 - output19_mean_squared_error: 10.5596 - output20_mean_squared_error: 12.0631 - output21_mean_squared_error: 29.5598 - output22_mean_squared_error: 22.2871 - output23_mean_squared_error: 15.3986 - output24_mean_squared_error: 21.4222 - output25_mean_squared_error: 27.8066 - output26_mean_squared_error: 14.5511 - output27_mean_squared_error: 28.5537 - output28_mean_squared_error: 20.6584 - output29_mean_squared_error: 26.9532 Epoch 1509/2000 121/121 [==============================] - 0s 752us/step - loss: 612.8889 - output00_loss: 12.3922 - output01_loss: 13.4656 - output02_loss: 21.5354 - output03_loss: 32.2185 - output04_loss: 25.9946 - output05_loss: 18.4336 - output06_loss: 19.8571 - output07_loss: 22.0014 - output08_loss: 14.1336 - output09_loss: 19.1576 - output10_loss: 19.0919 - output11_loss: 20.7602 - output12_loss: 16.6354 - output13_loss: 25.2468 - output14_loss: 17.8188 - output15_loss: 27.7173 - output16_loss: 20.7460 - output17_loss: 21.7414 - output18_loss: 14.1419 - output19_loss: 10.5578 - output20_loss: 12.0612 - output21_loss: 29.5590 - output22_loss: 22.2869 - output23_loss: 15.3985 - output24_loss: 21.4216 - output25_loss: 27.8064 - output26_loss: 14.5511 - output27_loss: 28.5530 - output28_loss: 20.6556 - output29_loss: 26.9487 - output00_mean_squared_error: 12.3922 - output01_mean_squared_error: 13.4656 - output02_mean_squared_error: 21.5354 - output03_mean_squared_error: 32.2185 - output04_mean_squared_error: 25.9946 - output05_mean_squared_error: 18.4336 - output06_mean_squared_error: 19.8571 - output07_mean_squared_error: 22.0014 - output08_mean_squared_error: 14.1336 - output09_mean_squared_error: 19.1576 - output10_mean_squared_error: 19.0919 - output11_mean_squared_error: 20.7602 - output12_mean_squared_error: 16.6354 - output13_mean_squared_error: 25.2468 - output14_mean_squared_error: 17.8188 - output15_mean_squared_error: 27.7173 - output16_mean_squared_error: 20.7460 - output17_mean_squared_error: 21.7414 - output18_mean_squared_error: 14.1419 - output19_mean_squared_error: 10.5578 - output20_mean_squared_error: 12.0612 - output21_mean_squared_error: 29.5590 - output22_mean_squared_error: 22.2869 - output23_mean_squared_error: 15.3985 - output24_mean_squared_error: 21.4216 - output25_mean_squared_error: 27.8064 - output26_mean_squared_error: 14.5511 - output27_mean_squared_error: 28.5530 - output28_mean_squared_error: 20.6556 - output29_mean_squared_error: 26.9487 Epoch 1510/2000 121/121 [==============================] - 0s 720us/step - loss: 612.8536 - output00_loss: 12.3921 - output01_loss: 13.4641 - output02_loss: 21.5337 - output03_loss: 32.2177 - output04_loss: 25.9914 - output05_loss: 18.4335 - output06_loss: 19.8540 - output07_loss: 21.9989 - output08_loss: 14.1330 - output09_loss: 19.1572 - output10_loss: 19.0918 - output11_loss: 20.7601 - output12_loss: 16.6349 - output13_loss: 25.2451 - output14_loss: 17.8170 - output15_loss: 27.7150 - output16_loss: 20.7460 - output17_loss: 21.7401 - output18_loss: 14.1419 - output19_loss: 10.5560 - output20_loss: 12.0593 - output21_loss: 29.5582 - output22_loss: 22.2866 - output23_loss: 15.3984 - output24_loss: 21.4210 - output25_loss: 27.8062 - output26_loss: 14.5510 - output27_loss: 28.5522 - output28_loss: 20.6529 - output29_loss: 26.9442 - output00_mean_squared_error: 12.3921 - output01_mean_squared_error: 13.4641 - output02_mean_squared_error: 21.5337 - output03_mean_squared_error: 32.2177 - output04_mean_squared_error: 25.9914 - output05_mean_squared_error: 18.4335 - output06_mean_squared_error: 19.8540 - output07_mean_squared_error: 21.9989 - output08_mean_squared_error: 14.1330 - output09_mean_squared_error: 19.1572 - output10_mean_squared_error: 19.0918 - output11_mean_squared_error: 20.7601 - output12_mean_squared_error: 16.6349 - output13_mean_squared_error: 25.2451 - output14_mean_squared_error: 17.8170 - output15_mean_squared_error: 27.7150 - output16_mean_squared_error: 20.7460 - output17_mean_squared_error: 21.7401 - output18_mean_squared_error: 14.1419 - output19_mean_squared_error: 10.5560 - output20_mean_squared_error: 12.0593 - output21_mean_squared_error: 29.5582 - output22_mean_squared_error: 22.2866 - output23_mean_squared_error: 15.3984 - output24_mean_squared_error: 21.4210 - output25_mean_squared_error: 27.8062 - output26_mean_squared_error: 14.5510 - output27_mean_squared_error: 28.5522 - output28_mean_squared_error: 20.6529 - output29_mean_squared_error: 26.9442 Epoch 1511/2000 121/121 [==============================] - 0s 776us/step - loss: 612.8185 - output00_loss: 12.3921 - output01_loss: 13.4626 - output02_loss: 21.5320 - output03_loss: 32.2170 - output04_loss: 25.9883 - output05_loss: 18.4333 - output06_loss: 19.8509 - output07_loss: 21.9964 - output08_loss: 14.1325 - output09_loss: 19.1569 - output10_loss: 19.0917 - output11_loss: 20.7601 - output12_loss: 16.6345 - output13_loss: 25.2433 - output14_loss: 17.8152 - output15_loss: 27.7128 - output16_loss: 20.7459 - output17_loss: 21.7387 - output18_loss: 14.1418 - output19_loss: 10.5542 - output20_loss: 12.0573 - output21_loss: 29.5575 - output22_loss: 22.2863 - output23_loss: 15.3984 - output24_loss: 21.4204 - output25_loss: 27.8060 - output26_loss: 14.5510 - output27_loss: 28.5514 - output28_loss: 20.6502 - output29_loss: 26.9397 - output00_mean_squared_error: 12.3921 - output01_mean_squared_error: 13.4626 - output02_mean_squared_error: 21.5320 - output03_mean_squared_error: 32.2170 - output04_mean_squared_error: 25.9883 - output05_mean_squared_error: 18.4333 - output06_mean_squared_error: 19.8509 - output07_mean_squared_error: 21.9964 - output08_mean_squared_error: 14.1325 - output09_mean_squared_error: 19.1569 - output10_mean_squared_error: 19.0917 - output11_mean_squared_error: 20.7601 - output12_mean_squared_error: 16.6345 - output13_mean_squared_error: 25.2433 - output14_mean_squared_error: 17.8152 - output15_mean_squared_error: 27.7128 - output16_mean_squared_error: 20.7459 - output17_mean_squared_error: 21.7387 - output18_mean_squared_error: 14.1418 - output19_mean_squared_error: 10.5542 - output20_mean_squared_error: 12.0573 - output21_mean_squared_error: 29.5575 - output22_mean_squared_error: 22.2863 - output23_mean_squared_error: 15.3984 - output24_mean_squared_error: 21.4204 - output25_mean_squared_error: 27.8060 - output26_mean_squared_error: 14.5510 - output27_mean_squared_error: 28.5514 - output28_mean_squared_error: 20.6502 - output29_mean_squared_error: 26.9397 Epoch 1512/2000 121/121 [==============================] - 0s 1ms/step - loss: 612.7834 - output00_loss: 12.3921 - output01_loss: 13.4610 - output02_loss: 21.5303 - output03_loss: 32.2162 - output04_loss: 25.9852 - output05_loss: 18.4331 - output06_loss: 19.8479 - output07_loss: 21.9939 - output08_loss: 14.1320 - output09_loss: 19.1566 - output10_loss: 19.0916 - output11_loss: 20.7601 - output12_loss: 16.6340 - output13_loss: 25.2416 - output14_loss: 17.8134 - output15_loss: 27.7106 - output16_loss: 20.7459 - output17_loss: 21.7374 - output18_loss: 14.1417 - output19_loss: 10.5525 - output20_loss: 12.0554 - output21_loss: 29.5567 - output22_loss: 22.2860 - output23_loss: 15.3983 - output24_loss: 21.4198 - output25_loss: 27.8058 - output26_loss: 14.5509 - output27_loss: 28.5506 - output28_loss: 20.6475 - output29_loss: 26.9352 - output00_mean_squared_error: 12.3921 - output01_mean_squared_error: 13.4610 - output02_mean_squared_error: 21.5303 - output03_mean_squared_error: 32.2162 - output04_mean_squared_error: 25.9852 - output05_mean_squared_error: 18.4331 - output06_mean_squared_error: 19.8479 - output07_mean_squared_error: 21.9939 - output08_mean_squared_error: 14.1320 - output09_mean_squared_error: 19.1566 - output10_mean_squared_error: 19.0916 - output11_mean_squared_error: 20.7601 - output12_mean_squared_error: 16.6340 - output13_mean_squared_error: 25.2416 - output14_mean_squared_error: 17.8134 - output15_mean_squared_error: 27.7106 - output16_mean_squared_error: 20.7459 - output17_mean_squared_error: 21.7374 - output18_mean_squared_error: 14.1417 - output19_mean_squared_error: 10.5525 - output20_mean_squared_error: 12.0554 - output21_mean_squared_error: 29.5567 - output22_mean_squared_error: 22.2860 - output23_mean_squared_error: 15.3983 - output24_mean_squared_error: 21.4198 - output25_mean_squared_error: 27.8058 - output26_mean_squared_error: 14.5509 - output27_mean_squared_error: 28.5506 - output28_mean_squared_error: 20.6475 - output29_mean_squared_error: 26.9352 Epoch 1513/2000 121/121 [==============================] - 0s 1ms/step - loss: 612.7485 - output00_loss: 12.3921 - output01_loss: 13.4595 - output02_loss: 21.5287 - output03_loss: 32.2155 - output04_loss: 25.9821 - output05_loss: 18.4330 - output06_loss: 19.8448 - output07_loss: 21.9913 - output08_loss: 14.1315 - output09_loss: 19.1562 - output10_loss: 19.0915 - output11_loss: 20.7601 - output12_loss: 16.6336 - output13_loss: 25.2398 - output14_loss: 17.8117 - output15_loss: 27.7084 - output16_loss: 20.7459 - output17_loss: 21.7361 - output18_loss: 14.1417 - output19_loss: 10.5507 - output20_loss: 12.0535 - output21_loss: 29.5559 - output22_loss: 22.2858 - output23_loss: 15.3982 - output24_loss: 21.4192 - output25_loss: 27.8056 - output26_loss: 14.5509 - output27_loss: 28.5498 - output28_loss: 20.6448 - output29_loss: 26.9307 - output00_mean_squared_error: 12.3921 - output01_mean_squared_error: 13.4595 - output02_mean_squared_error: 21.5287 - output03_mean_squared_error: 32.2155 - output04_mean_squared_error: 25.9821 - output05_mean_squared_error: 18.4330 - output06_mean_squared_error: 19.8448 - output07_mean_squared_error: 21.9913 - output08_mean_squared_error: 14.1315 - output09_mean_squared_error: 19.1562 - output10_mean_squared_error: 19.0915 - output11_mean_squared_error: 20.7601 - output12_mean_squared_error: 16.6336 - output13_mean_squared_error: 25.2398 - output14_mean_squared_error: 17.8117 - output15_mean_squared_error: 27.7084 - output16_mean_squared_error: 20.7459 - output17_mean_squared_error: 21.7361 - output18_mean_squared_error: 14.1417 - output19_mean_squared_error: 10.5507 - output20_mean_squared_error: 12.0535 - output21_mean_squared_error: 29.5559 - output22_mean_squared_error: 22.2858 - output23_mean_squared_error: 15.3982 - output24_mean_squared_error: 21.4192 - output25_mean_squared_error: 27.8056 - output26_mean_squared_error: 14.5509 - output27_mean_squared_error: 28.5498 - output28_mean_squared_error: 20.6448 - output29_mean_squared_error: 26.9307 Epoch 1514/2000 121/121 [==============================] - 0s 832us/step - loss: 612.7134 - output00_loss: 12.3920 - output01_loss: 13.4580 - output02_loss: 21.5270 - output03_loss: 32.2147 - output04_loss: 25.9790 - output05_loss: 18.4328 - output06_loss: 19.8417 - output07_loss: 21.9888 - output08_loss: 14.1310 - output09_loss: 19.1559 - output10_loss: 19.0914 - output11_loss: 20.7600 - output12_loss: 16.6331 - output13_loss: 25.2381 - output14_loss: 17.8099 - output15_loss: 27.7062 - output16_loss: 20.7458 - output17_loss: 21.7348 - output18_loss: 14.1416 - output19_loss: 10.5490 - output20_loss: 12.0516 - output21_loss: 29.5551 - output22_loss: 22.2855 - output23_loss: 15.3982 - output24_loss: 21.4186 - output25_loss: 27.8054 - output26_loss: 14.5508 - output27_loss: 28.5490 - output28_loss: 20.6420 - output29_loss: 26.9262 - output00_mean_squared_error: 12.3920 - output01_mean_squared_error: 13.4580 - output02_mean_squared_error: 21.5270 - output03_mean_squared_error: 32.2147 - output04_mean_squared_error: 25.9790 - output05_mean_squared_error: 18.4328 - output06_mean_squared_error: 19.8417 - output07_mean_squared_error: 21.9888 - output08_mean_squared_error: 14.1310 - output09_mean_squared_error: 19.1559 - output10_mean_squared_error: 19.0914 - output11_mean_squared_error: 20.7600 - output12_mean_squared_error: 16.6331 - output13_mean_squared_error: 25.2381 - output14_mean_squared_error: 17.8099 - output15_mean_squared_error: 27.7062 - output16_mean_squared_error: 20.7458 - output17_mean_squared_error: 21.7348 - output18_mean_squared_error: 14.1416 - output19_mean_squared_error: 10.5490 - output20_mean_squared_error: 12.0516 - output21_mean_squared_error: 29.5551 - output22_mean_squared_error: 22.2855 - output23_mean_squared_error: 15.3982 - output24_mean_squared_error: 21.4186 - output25_mean_squared_error: 27.8054 - output26_mean_squared_error: 14.5508 - output27_mean_squared_error: 28.5490 - output28_mean_squared_error: 20.6420 - output29_mean_squared_error: 26.9262 Epoch 1515/2000 121/121 [==============================] - 0s 887us/step - loss: 612.6786 - output00_loss: 12.3920 - output01_loss: 13.4565 - output02_loss: 21.5254 - output03_loss: 32.2140 - output04_loss: 25.9758 - output05_loss: 18.4326 - output06_loss: 19.8386 - output07_loss: 21.9864 - output08_loss: 14.1305 - output09_loss: 19.1556 - output10_loss: 19.0912 - output11_loss: 20.7600 - output12_loss: 16.6327 - output13_loss: 25.2363 - output14_loss: 17.8081 - output15_loss: 27.7040 - output16_loss: 20.7458 - output17_loss: 21.7335 - output18_loss: 14.1416 - output19_loss: 10.5472 - output20_loss: 12.0497 - output21_loss: 29.5543 - output22_loss: 22.2852 - output23_loss: 15.3981 - output24_loss: 21.4180 - output25_loss: 27.8052 - output26_loss: 14.5508 - output27_loss: 28.5483 - output28_loss: 20.6393 - output29_loss: 26.9218 - output00_mean_squared_error: 12.3920 - output01_mean_squared_error: 13.4565 - output02_mean_squared_error: 21.5254 - output03_mean_squared_error: 32.2140 - output04_mean_squared_error: 25.9758 - output05_mean_squared_error: 18.4326 - output06_mean_squared_error: 19.8386 - output07_mean_squared_error: 21.9864 - output08_mean_squared_error: 14.1305 - output09_mean_squared_error: 19.1556 - output10_mean_squared_error: 19.0912 - output11_mean_squared_error: 20.7600 - output12_mean_squared_error: 16.6327 - output13_mean_squared_error: 25.2363 - output14_mean_squared_error: 17.8081 - output15_mean_squared_error: 27.7040 - output16_mean_squared_error: 20.7458 - output17_mean_squared_error: 21.7335 - output18_mean_squared_error: 14.1416 - output19_mean_squared_error: 10.5472 - output20_mean_squared_error: 12.0497 - output21_mean_squared_error: 29.5543 - output22_mean_squared_error: 22.2852 - output23_mean_squared_error: 15.3981 - output24_mean_squared_error: 21.4180 - output25_mean_squared_error: 27.8052 - output26_mean_squared_error: 14.5508 - output27_mean_squared_error: 28.5483 - output28_mean_squared_error: 20.6393 - output29_mean_squared_error: 26.9218 Epoch 1516/2000 121/121 [==============================] - 0s 987us/step - loss: 612.6438 - output00_loss: 12.3920 - output01_loss: 13.4549 - output02_loss: 21.5237 - output03_loss: 32.2133 - output04_loss: 25.9727 - output05_loss: 18.4325 - output06_loss: 19.8356 - output07_loss: 21.9839 - output08_loss: 14.1300 - output09_loss: 19.1552 - output10_loss: 19.0911 - output11_loss: 20.7600 - output12_loss: 16.6322 - output13_loss: 25.2346 - output14_loss: 17.8064 - output15_loss: 27.7017 - output16_loss: 20.7458 - output17_loss: 21.7322 - output18_loss: 14.1415 - output19_loss: 10.5454 - output20_loss: 12.0478 - output21_loss: 29.5536 - output22_loss: 22.2850 - output23_loss: 15.3981 - output24_loss: 21.4175 - output25_loss: 27.8050 - output26_loss: 14.5507 - output27_loss: 28.5475 - output28_loss: 20.6366 - output29_loss: 26.9173 - output00_mean_squared_error: 12.3920 - output01_mean_squared_error: 13.4549 - output02_mean_squared_error: 21.5237 - output03_mean_squared_error: 32.2133 - output04_mean_squared_error: 25.9727 - output05_mean_squared_error: 18.4325 - output06_mean_squared_error: 19.8356 - output07_mean_squared_error: 21.9839 - output08_mean_squared_error: 14.1300 - output09_mean_squared_error: 19.1552 - output10_mean_squared_error: 19.0911 - output11_mean_squared_error: 20.7600 - output12_mean_squared_error: 16.6322 - output13_mean_squared_error: 25.2346 - output14_mean_squared_error: 17.8064 - output15_mean_squared_error: 27.7017 - output16_mean_squared_error: 20.7458 - output17_mean_squared_error: 21.7322 - output18_mean_squared_error: 14.1415 - output19_mean_squared_error: 10.5454 - output20_mean_squared_error: 12.0478 - output21_mean_squared_error: 29.5536 - output22_mean_squared_error: 22.2850 - output23_mean_squared_error: 15.3981 - output24_mean_squared_error: 21.4175 - output25_mean_squared_error: 27.8050 - output26_mean_squared_error: 14.5507 - output27_mean_squared_error: 28.5475 - output28_mean_squared_error: 20.6366 - output29_mean_squared_error: 26.9173 Epoch 1517/2000 121/121 [==============================] - 0s 860us/step - loss: 612.6090 - output00_loss: 12.3920 - output01_loss: 13.4534 - output02_loss: 21.5221 - output03_loss: 32.2125 - output04_loss: 25.9696 - output05_loss: 18.4323 - output06_loss: 19.8325 - output07_loss: 21.9814 - output08_loss: 14.1294 - output09_loss: 19.1549 - output10_loss: 19.0910 - output11_loss: 20.7600 - output12_loss: 16.6318 - output13_loss: 25.2329 - output14_loss: 17.8046 - output15_loss: 27.6995 - output16_loss: 20.7458 - output17_loss: 21.7309 - output18_loss: 14.1415 - output19_loss: 10.5437 - output20_loss: 12.0459 - output21_loss: 29.5528 - output22_loss: 22.2847 - output23_loss: 15.3980 - output24_loss: 21.4169 - output25_loss: 27.8048 - output26_loss: 14.5507 - output27_loss: 28.5467 - output28_loss: 20.6339 - output29_loss: 26.9128 - output00_mean_squared_error: 12.3920 - output01_mean_squared_error: 13.4534 - output02_mean_squared_error: 21.5221 - output03_mean_squared_error: 32.2125 - output04_mean_squared_error: 25.9696 - output05_mean_squared_error: 18.4323 - output06_mean_squared_error: 19.8325 - output07_mean_squared_error: 21.9814 - output08_mean_squared_error: 14.1294 - output09_mean_squared_error: 19.1549 - output10_mean_squared_error: 19.0910 - output11_mean_squared_error: 20.7600 - output12_mean_squared_error: 16.6318 - output13_mean_squared_error: 25.2329 - output14_mean_squared_error: 17.8046 - output15_mean_squared_error: 27.6995 - output16_mean_squared_error: 20.7458 - output17_mean_squared_error: 21.7309 - output18_mean_squared_error: 14.1415 - output19_mean_squared_error: 10.5437 - output20_mean_squared_error: 12.0459 - output21_mean_squared_error: 29.5528 - output22_mean_squared_error: 22.2847 - output23_mean_squared_error: 15.3980 - output24_mean_squared_error: 21.4169 - output25_mean_squared_error: 27.8048 - output26_mean_squared_error: 14.5507 - output27_mean_squared_error: 28.5467 - output28_mean_squared_error: 20.6339 - output29_mean_squared_error: 26.9128 Epoch 1518/2000 121/121 [==============================] - 0s 852us/step - loss: 612.5743 - output00_loss: 12.3919 - output01_loss: 13.4519 - output02_loss: 21.5204 - output03_loss: 32.2118 - output04_loss: 25.9666 - output05_loss: 18.4321 - output06_loss: 19.8295 - output07_loss: 21.9789 - output08_loss: 14.1289 - output09_loss: 19.1546 - output10_loss: 19.0909 - output11_loss: 20.7599 - output12_loss: 16.6314 - output13_loss: 25.2311 - output14_loss: 17.8029 - output15_loss: 27.6973 - output16_loss: 20.7457 - output17_loss: 21.7296 - output18_loss: 14.1414 - output19_loss: 10.5419 - output20_loss: 12.0440 - output21_loss: 29.5520 - output22_loss: 22.2844 - output23_loss: 15.3979 - output24_loss: 21.4163 - output25_loss: 27.8046 - output26_loss: 14.5506 - output27_loss: 28.5459 - output28_loss: 20.6312 - output29_loss: 26.9084 - output00_mean_squared_error: 12.3919 - output01_mean_squared_error: 13.4519 - output02_mean_squared_error: 21.5204 - output03_mean_squared_error: 32.2118 - output04_mean_squared_error: 25.9666 - output05_mean_squared_error: 18.4321 - output06_mean_squared_error: 19.8295 - output07_mean_squared_error: 21.9789 - output08_mean_squared_error: 14.1289 - output09_mean_squared_error: 19.1546 - output10_mean_squared_error: 19.0909 - output11_mean_squared_error: 20.7599 - output12_mean_squared_error: 16.6314 - output13_mean_squared_error: 25.2311 - output14_mean_squared_error: 17.8029 - output15_mean_squared_error: 27.6973 - output16_mean_squared_error: 20.7457 - output17_mean_squared_error: 21.7296 - output18_mean_squared_error: 14.1414 - output19_mean_squared_error: 10.5419 - output20_mean_squared_error: 12.0440 - output21_mean_squared_error: 29.5520 - output22_mean_squared_error: 22.2844 - output23_mean_squared_error: 15.3979 - output24_mean_squared_error: 21.4163 - output25_mean_squared_error: 27.8046 - output26_mean_squared_error: 14.5506 - output27_mean_squared_error: 28.5459 - output28_mean_squared_error: 20.6312 - output29_mean_squared_error: 26.9084 Epoch 1519/2000 121/121 [==============================] - 0s 1ms/step - loss: 612.5397 - output00_loss: 12.3919 - output01_loss: 13.4504 - output02_loss: 21.5188 - output03_loss: 32.2111 - output04_loss: 25.9635 - output05_loss: 18.4320 - output06_loss: 19.8264 - output07_loss: 21.9764 - output08_loss: 14.1284 - output09_loss: 19.1543 - output10_loss: 19.0908 - output11_loss: 20.7599 - output12_loss: 16.6309 - output13_loss: 25.2294 - output14_loss: 17.8011 - output15_loss: 27.6951 - output16_loss: 20.7457 - output17_loss: 21.7283 - output18_loss: 14.1413 - output19_loss: 10.5402 - output20_loss: 12.0421 - output21_loss: 29.5513 - output22_loss: 22.2842 - output23_loss: 15.3979 - output24_loss: 21.4157 - output25_loss: 27.8044 - output26_loss: 14.5506 - output27_loss: 28.5452 - output28_loss: 20.6286 - output29_loss: 26.9039 - output00_mean_squared_error: 12.3919 - output01_mean_squared_error: 13.4504 - output02_mean_squared_error: 21.5188 - output03_mean_squared_error: 32.2111 - output04_mean_squared_error: 25.9635 - output05_mean_squared_error: 18.4320 - output06_mean_squared_error: 19.8264 - output07_mean_squared_error: 21.9764 - output08_mean_squared_error: 14.1284 - output09_mean_squared_error: 19.1543 - output10_mean_squared_error: 19.0908 - output11_mean_squared_error: 20.7599 - output12_mean_squared_error: 16.6309 - output13_mean_squared_error: 25.2294 - output14_mean_squared_error: 17.8011 - output15_mean_squared_error: 27.6951 - output16_mean_squared_error: 20.7457 - output17_mean_squared_error: 21.7283 - output18_mean_squared_error: 14.1413 - output19_mean_squared_error: 10.5402 - output20_mean_squared_error: 12.0421 - output21_mean_squared_error: 29.5513 - output22_mean_squared_error: 22.2842 - output23_mean_squared_error: 15.3979 - output24_mean_squared_error: 21.4157 - output25_mean_squared_error: 27.8044 - output26_mean_squared_error: 14.5506 - output27_mean_squared_error: 28.5452 - output28_mean_squared_error: 20.6286 - output29_mean_squared_error: 26.9039 Epoch 1520/2000 121/121 [==============================] - 0s 612us/step - loss: 612.5051 - output00_loss: 12.3919 - output01_loss: 13.4489 - output02_loss: 21.5171 - output03_loss: 32.2103 - output04_loss: 25.9604 - output05_loss: 18.4318 - output06_loss: 19.8234 - output07_loss: 21.9740 - output08_loss: 14.1279 - output09_loss: 19.1539 - output10_loss: 19.0907 - output11_loss: 20.7599 - output12_loss: 16.6305 - output13_loss: 25.2277 - output14_loss: 17.7993 - output15_loss: 27.6929 - output16_loss: 20.7457 - output17_loss: 21.7270 - output18_loss: 14.1413 - output19_loss: 10.5384 - output20_loss: 12.0403 - output21_loss: 29.5505 - output22_loss: 22.2839 - output23_loss: 15.3978 - output24_loss: 21.4151 - output25_loss: 27.8042 - output26_loss: 14.5505 - output27_loss: 28.5444 - output28_loss: 20.6259 - output29_loss: 26.8995 - output00_mean_squared_error: 12.3919 - output01_mean_squared_error: 13.4489 - output02_mean_squared_error: 21.5171 - output03_mean_squared_error: 32.2103 - output04_mean_squared_error: 25.9604 - output05_mean_squared_error: 18.4318 - output06_mean_squared_error: 19.8234 - output07_mean_squared_error: 21.9740 - output08_mean_squared_error: 14.1279 - output09_mean_squared_error: 19.1539 - output10_mean_squared_error: 19.0907 - output11_mean_squared_error: 20.7599 - output12_mean_squared_error: 16.6305 - output13_mean_squared_error: 25.2277 - output14_mean_squared_error: 17.7993 - output15_mean_squared_error: 27.6929 - output16_mean_squared_error: 20.7457 - output17_mean_squared_error: 21.7270 - output18_mean_squared_error: 14.1413 - output19_mean_squared_error: 10.5384 - output20_mean_squared_error: 12.0403 - output21_mean_squared_error: 29.5505 - output22_mean_squared_error: 22.2839 - output23_mean_squared_error: 15.3978 - output24_mean_squared_error: 21.4151 - output25_mean_squared_error: 27.8042 - output26_mean_squared_error: 14.5505 - output27_mean_squared_error: 28.5444 - output28_mean_squared_error: 20.6259 - output29_mean_squared_error: 26.8995 Epoch 1521/2000 121/121 [==============================] - 0s 872us/step - loss: 612.4706 - output00_loss: 12.3919 - output01_loss: 13.4474 - output02_loss: 21.5155 - output03_loss: 32.2096 - output04_loss: 25.9573 - output05_loss: 18.4316 - output06_loss: 19.8204 - output07_loss: 21.9715 - output08_loss: 14.1274 - output09_loss: 19.1536 - output10_loss: 19.0906 - output11_loss: 20.7599 - output12_loss: 16.6300 - output13_loss: 25.2259 - output14_loss: 17.7976 - output15_loss: 27.6908 - output16_loss: 20.7456 - output17_loss: 21.7257 - output18_loss: 14.1412 - output19_loss: 10.5367 - output20_loss: 12.0384 - output21_loss: 29.5497 - output22_loss: 22.2837 - output23_loss: 15.3978 - output24_loss: 21.4146 - output25_loss: 27.8040 - output26_loss: 14.5505 - output27_loss: 28.5437 - output28_loss: 20.6232 - output29_loss: 26.8950 - output00_mean_squared_error: 12.3919 - output01_mean_squared_error: 13.4474 - output02_mean_squared_error: 21.5155 - output03_mean_squared_error: 32.2096 - output04_mean_squared_error: 25.9573 - output05_mean_squared_error: 18.4316 - output06_mean_squared_error: 19.8204 - output07_mean_squared_error: 21.9715 - output08_mean_squared_error: 14.1274 - output09_mean_squared_error: 19.1536 - output10_mean_squared_error: 19.0906 - output11_mean_squared_error: 20.7599 - output12_mean_squared_error: 16.6300 - output13_mean_squared_error: 25.2259 - output14_mean_squared_error: 17.7976 - output15_mean_squared_error: 27.6908 - output16_mean_squared_error: 20.7456 - output17_mean_squared_error: 21.7257 - output18_mean_squared_error: 14.1412 - output19_mean_squared_error: 10.5367 - output20_mean_squared_error: 12.0384 - output21_mean_squared_error: 29.5497 - output22_mean_squared_error: 22.2837 - output23_mean_squared_error: 15.3978 - output24_mean_squared_error: 21.4146 - output25_mean_squared_error: 27.8040 - output26_mean_squared_error: 14.5505 - output27_mean_squared_error: 28.5437 - output28_mean_squared_error: 20.6232 - output29_mean_squared_error: 26.8950 Epoch 1522/2000 121/121 [==============================] - 0s 797us/step - loss: 612.4362 - output00_loss: 12.3918 - output01_loss: 13.4459 - output02_loss: 21.5138 - output03_loss: 32.2089 - output04_loss: 25.9542 - output05_loss: 18.4315 - output06_loss: 19.8173 - output07_loss: 21.9690 - output08_loss: 14.1269 - output09_loss: 19.1533 - output10_loss: 19.0905 - output11_loss: 20.7598 - output12_loss: 16.6296 - output13_loss: 25.2242 - output14_loss: 17.7959 - output15_loss: 27.6886 - output16_loss: 20.7456 - output17_loss: 21.7244 - output18_loss: 14.1412 - output19_loss: 10.5349 - output20_loss: 12.0365 - output21_loss: 29.5490 - output22_loss: 22.2834 - output23_loss: 15.3977 - output24_loss: 21.4140 - output25_loss: 27.8038 - output26_loss: 14.5504 - output27_loss: 28.5429 - output28_loss: 20.6205 - output29_loss: 26.8906 - output00_mean_squared_error: 12.3918 - output01_mean_squared_error: 13.4459 - output02_mean_squared_error: 21.5138 - output03_mean_squared_error: 32.2089 - output04_mean_squared_error: 25.9542 - output05_mean_squared_error: 18.4315 - output06_mean_squared_error: 19.8173 - output07_mean_squared_error: 21.9690 - output08_mean_squared_error: 14.1269 - output09_mean_squared_error: 19.1533 - output10_mean_squared_error: 19.0905 - output11_mean_squared_error: 20.7598 - output12_mean_squared_error: 16.6296 - output13_mean_squared_error: 25.2242 - output14_mean_squared_error: 17.7959 - output15_mean_squared_error: 27.6886 - output16_mean_squared_error: 20.7456 - output17_mean_squared_error: 21.7244 - output18_mean_squared_error: 14.1412 - output19_mean_squared_error: 10.5349 - output20_mean_squared_error: 12.0365 - output21_mean_squared_error: 29.5490 - output22_mean_squared_error: 22.2834 - output23_mean_squared_error: 15.3977 - output24_mean_squared_error: 21.4140 - output25_mean_squared_error: 27.8038 - output26_mean_squared_error: 14.5504 - output27_mean_squared_error: 28.5429 - output28_mean_squared_error: 20.6205 - output29_mean_squared_error: 26.8906 Epoch 1523/2000 121/121 [==============================] - 0s 817us/step - loss: 612.4019 - output00_loss: 12.3918 - output01_loss: 13.4444 - output02_loss: 21.5122 - output03_loss: 32.2082 - output04_loss: 25.9512 - output05_loss: 18.4313 - output06_loss: 19.8143 - output07_loss: 21.9666 - output08_loss: 14.1264 - output09_loss: 19.1530 - output10_loss: 19.0904 - output11_loss: 20.7598 - output12_loss: 16.6292 - output13_loss: 25.2225 - output14_loss: 17.7941 - output15_loss: 27.6864 - output16_loss: 20.7456 - output17_loss: 21.7232 - output18_loss: 14.1411 - output19_loss: 10.5332 - output20_loss: 12.0346 - output21_loss: 29.5482 - output22_loss: 22.2831 - output23_loss: 15.3976 - output24_loss: 21.4134 - output25_loss: 27.8036 - output26_loss: 14.5504 - output27_loss: 28.5421 - output28_loss: 20.6178 - output29_loss: 26.8862 - output00_mean_squared_error: 12.3918 - output01_mean_squared_error: 13.4444 - output02_mean_squared_error: 21.5122 - output03_mean_squared_error: 32.2082 - output04_mean_squared_error: 25.9512 - output05_mean_squared_error: 18.4313 - output06_mean_squared_error: 19.8143 - output07_mean_squared_error: 21.9666 - output08_mean_squared_error: 14.1264 - output09_mean_squared_error: 19.1530 - output10_mean_squared_error: 19.0904 - output11_mean_squared_error: 20.7598 - output12_mean_squared_error: 16.6292 - output13_mean_squared_error: 25.2225 - output14_mean_squared_error: 17.7941 - output15_mean_squared_error: 27.6864 - output16_mean_squared_error: 20.7456 - output17_mean_squared_error: 21.7232 - output18_mean_squared_error: 14.1411 - output19_mean_squared_error: 10.5332 - output20_mean_squared_error: 12.0346 - output21_mean_squared_error: 29.5482 - output22_mean_squared_error: 22.2831 - output23_mean_squared_error: 15.3976 - output24_mean_squared_error: 21.4134 - output25_mean_squared_error: 27.8036 - output26_mean_squared_error: 14.5504 - output27_mean_squared_error: 28.5421 - output28_mean_squared_error: 20.6178 - output29_mean_squared_error: 26.8862 Epoch 1524/2000 121/121 [==============================] - 0s 737us/step - loss: 612.3676 - output00_loss: 12.3918 - output01_loss: 13.4429 - output02_loss: 21.5106 - output03_loss: 32.2075 - output04_loss: 25.9481 - output05_loss: 18.4311 - output06_loss: 19.8113 - output07_loss: 21.9641 - output08_loss: 14.1259 - output09_loss: 19.1526 - output10_loss: 19.0902 - output11_loss: 20.7598 - output12_loss: 16.6287 - output13_loss: 25.2208 - output14_loss: 17.7924 - output15_loss: 27.6842 - output16_loss: 20.7456 - output17_loss: 21.7219 - output18_loss: 14.1411 - output19_loss: 10.5315 - output20_loss: 12.0328 - output21_loss: 29.5474 - output22_loss: 22.2829 - output23_loss: 15.3976 - output24_loss: 21.4129 - output25_loss: 27.8034 - output26_loss: 14.5503 - output27_loss: 28.5414 - output28_loss: 20.6152 - output29_loss: 26.8818 - output00_mean_squared_error: 12.3918 - output01_mean_squared_error: 13.4429 - output02_mean_squared_error: 21.5106 - output03_mean_squared_error: 32.2075 - output04_mean_squared_error: 25.9481 - output05_mean_squared_error: 18.4311 - output06_mean_squared_error: 19.8113 - output07_mean_squared_error: 21.9641 - output08_mean_squared_error: 14.1259 - output09_mean_squared_error: 19.1526 - output10_mean_squared_error: 19.0902 - output11_mean_squared_error: 20.7598 - output12_mean_squared_error: 16.6287 - output13_mean_squared_error: 25.2208 - output14_mean_squared_error: 17.7924 - output15_mean_squared_error: 27.6842 - output16_mean_squared_error: 20.7456 - output17_mean_squared_error: 21.7219 - output18_mean_squared_error: 14.1411 - output19_mean_squared_error: 10.5315 - output20_mean_squared_error: 12.0328 - output21_mean_squared_error: 29.5474 - output22_mean_squared_error: 22.2829 - output23_mean_squared_error: 15.3976 - output24_mean_squared_error: 21.4129 - output25_mean_squared_error: 27.8034 - output26_mean_squared_error: 14.5503 - output27_mean_squared_error: 28.5414 - output28_mean_squared_error: 20.6152 - output29_mean_squared_error: 26.8818 Epoch 1525/2000 121/121 [==============================] - 0s 1ms/step - loss: 612.3334 - output00_loss: 12.3918 - output01_loss: 13.4414 - output02_loss: 21.5090 - output03_loss: 32.2067 - output04_loss: 25.9451 - output05_loss: 18.4310 - output06_loss: 19.8083 - output07_loss: 21.9617 - output08_loss: 14.1254 - output09_loss: 19.1523 - output10_loss: 19.0901 - output11_loss: 20.7598 - output12_loss: 16.6283 - output13_loss: 25.2191 - output14_loss: 17.7907 - output15_loss: 27.6820 - output16_loss: 20.7455 - output17_loss: 21.7206 - output18_loss: 14.1410 - output19_loss: 10.5297 - output20_loss: 12.0309 - output21_loss: 29.5467 - output22_loss: 22.2826 - output23_loss: 15.3975 - output24_loss: 21.4123 - output25_loss: 27.8032 - output26_loss: 14.5503 - output27_loss: 28.5406 - output28_loss: 20.6125 - output29_loss: 26.8774 - output00_mean_squared_error: 12.3918 - output01_mean_squared_error: 13.4414 - output02_mean_squared_error: 21.5090 - output03_mean_squared_error: 32.2067 - output04_mean_squared_error: 25.9451 - output05_mean_squared_error: 18.4310 - output06_mean_squared_error: 19.8083 - output07_mean_squared_error: 21.9617 - output08_mean_squared_error: 14.1254 - output09_mean_squared_error: 19.1523 - output10_mean_squared_error: 19.0901 - output11_mean_squared_error: 20.7598 - output12_mean_squared_error: 16.6283 - output13_mean_squared_error: 25.2191 - output14_mean_squared_error: 17.7907 - output15_mean_squared_error: 27.6820 - output16_mean_squared_error: 20.7455 - output17_mean_squared_error: 21.7206 - output18_mean_squared_error: 14.1410 - output19_mean_squared_error: 10.5297 - output20_mean_squared_error: 12.0309 - output21_mean_squared_error: 29.5467 - output22_mean_squared_error: 22.2826 - output23_mean_squared_error: 15.3975 - output24_mean_squared_error: 21.4123 - output25_mean_squared_error: 27.8032 - output26_mean_squared_error: 14.5503 - output27_mean_squared_error: 28.5406 - output28_mean_squared_error: 20.6125 - output29_mean_squared_error: 26.8774 Epoch 1526/2000 121/121 [==============================] - 0s 958us/step - loss: 612.2992 - output00_loss: 12.3917 - output01_loss: 13.4399 - output02_loss: 21.5073 - output03_loss: 32.2060 - output04_loss: 25.9420 - output05_loss: 18.4308 - output06_loss: 19.8053 - output07_loss: 21.9592 - output08_loss: 14.1249 - output09_loss: 19.1520 - output10_loss: 19.0900 - output11_loss: 20.7597 - output12_loss: 16.6279 - output13_loss: 25.2174 - output14_loss: 17.7889 - output15_loss: 27.6798 - output16_loss: 20.7455 - output17_loss: 21.7193 - output18_loss: 14.1409 - output19_loss: 10.5280 - output20_loss: 12.0290 - output21_loss: 29.5459 - output22_loss: 22.2824 - output23_loss: 15.3975 - output24_loss: 21.4117 - output25_loss: 27.8030 - output26_loss: 14.5503 - output27_loss: 28.5399 - output28_loss: 20.6098 - output29_loss: 26.8729 - output00_mean_squared_error: 12.3917 - output01_mean_squared_error: 13.4399 - output02_mean_squared_error: 21.5073 - output03_mean_squared_error: 32.2060 - output04_mean_squared_error: 25.9420 - output05_mean_squared_error: 18.4308 - output06_mean_squared_error: 19.8053 - output07_mean_squared_error: 21.9592 - output08_mean_squared_error: 14.1249 - output09_mean_squared_error: 19.1520 - output10_mean_squared_error: 19.0900 - output11_mean_squared_error: 20.7597 - output12_mean_squared_error: 16.6279 - output13_mean_squared_error: 25.2174 - output14_mean_squared_error: 17.7889 - output15_mean_squared_error: 27.6798 - output16_mean_squared_error: 20.7455 - output17_mean_squared_error: 21.7193 - output18_mean_squared_error: 14.1409 - output19_mean_squared_error: 10.5280 - output20_mean_squared_error: 12.0290 - output21_mean_squared_error: 29.5459 - output22_mean_squared_error: 22.2824 - output23_mean_squared_error: 15.3975 - output24_mean_squared_error: 21.4117 - output25_mean_squared_error: 27.8030 - output26_mean_squared_error: 14.5503 - output27_mean_squared_error: 28.5399 - output28_mean_squared_error: 20.6098 - output29_mean_squared_error: 26.8729 Epoch 1527/2000 121/121 [==============================] - 0s 470us/step - loss: 612.2652 - output00_loss: 12.3917 - output01_loss: 13.4384 - output02_loss: 21.5057 - output03_loss: 32.2053 - output04_loss: 25.9390 - output05_loss: 18.4306 - output06_loss: 19.8023 - output07_loss: 21.9568 - output08_loss: 14.1244 - output09_loss: 19.1517 - output10_loss: 19.0899 - output11_loss: 20.7597 - output12_loss: 16.6274 - output13_loss: 25.2157 - output14_loss: 17.7872 - output15_loss: 27.6777 - output16_loss: 20.7455 - output17_loss: 21.7180 - output18_loss: 14.1409 - output19_loss: 10.5262 - output20_loss: 12.0272 - output21_loss: 29.5452 - output22_loss: 22.2821 - output23_loss: 15.3974 - output24_loss: 21.4112 - output25_loss: 27.8028 - output26_loss: 14.5502 - output27_loss: 28.5391 - output28_loss: 20.6072 - output29_loss: 26.8685 - output00_mean_squared_error: 12.3917 - output01_mean_squared_error: 13.4384 - output02_mean_squared_error: 21.5057 - output03_mean_squared_error: 32.2053 - output04_mean_squared_error: 25.9390 - output05_mean_squared_error: 18.4306 - output06_mean_squared_error: 19.8023 - output07_mean_squared_error: 21.9568 - output08_mean_squared_error: 14.1244 - output09_mean_squared_error: 19.1517 - output10_mean_squared_error: 19.0899 - output11_mean_squared_error: 20.7597 - output12_mean_squared_error: 16.6274 - output13_mean_squared_error: 25.2157 - output14_mean_squared_error: 17.7872 - output15_mean_squared_error: 27.6777 - output16_mean_squared_error: 20.7455 - output17_mean_squared_error: 21.7180 - output18_mean_squared_error: 14.1409 - output19_mean_squared_error: 10.5262 - output20_mean_squared_error: 12.0272 - output21_mean_squared_error: 29.5452 - output22_mean_squared_error: 22.2821 - output23_mean_squared_error: 15.3974 - output24_mean_squared_error: 21.4112 - output25_mean_squared_error: 27.8028 - output26_mean_squared_error: 14.5502 - output27_mean_squared_error: 28.5391 - output28_mean_squared_error: 20.6072 - output29_mean_squared_error: 26.8685 Epoch 1528/2000 121/121 [==============================] - 0s 767us/step - loss: 612.2311 - output00_loss: 12.3917 - output01_loss: 13.4369 - output02_loss: 21.5041 - output03_loss: 32.2046 - output04_loss: 25.9359 - output05_loss: 18.4305 - output06_loss: 19.7993 - output07_loss: 21.9544 - output08_loss: 14.1239 - output09_loss: 19.1514 - output10_loss: 19.0898 - output11_loss: 20.7597 - output12_loss: 16.6270 - output13_loss: 25.2140 - output14_loss: 17.7855 - output15_loss: 27.6755 - output16_loss: 20.7454 - output17_loss: 21.7168 - output18_loss: 14.1408 - output19_loss: 10.5245 - output20_loss: 12.0253 - output21_loss: 29.5444 - output22_loss: 22.2818 - output23_loss: 15.3973 - output24_loss: 21.4106 - output25_loss: 27.8026 - output26_loss: 14.5502 - output27_loss: 28.5384 - output28_loss: 20.6045 - output29_loss: 26.8642 - output00_mean_squared_error: 12.3917 - output01_mean_squared_error: 13.4369 - output02_mean_squared_error: 21.5041 - output03_mean_squared_error: 32.2046 - output04_mean_squared_error: 25.9359 - output05_mean_squared_error: 18.4305 - output06_mean_squared_error: 19.7993 - output07_mean_squared_error: 21.9544 - output08_mean_squared_error: 14.1239 - output09_mean_squared_error: 19.1514 - output10_mean_squared_error: 19.0898 - output11_mean_squared_error: 20.7597 - output12_mean_squared_error: 16.6270 - output13_mean_squared_error: 25.2140 - output14_mean_squared_error: 17.7855 - output15_mean_squared_error: 27.6755 - output16_mean_squared_error: 20.7454 - output17_mean_squared_error: 21.7168 - output18_mean_squared_error: 14.1408 - output19_mean_squared_error: 10.5245 - output20_mean_squared_error: 12.0253 - output21_mean_squared_error: 29.5444 - output22_mean_squared_error: 22.2818 - output23_mean_squared_error: 15.3973 - output24_mean_squared_error: 21.4106 - output25_mean_squared_error: 27.8026 - output26_mean_squared_error: 14.5502 - output27_mean_squared_error: 28.5384 - output28_mean_squared_error: 20.6045 - output29_mean_squared_error: 26.8642 Epoch 1529/2000 121/121 [==============================] - 0s 895us/step - loss: 612.1971 - output00_loss: 12.3917 - output01_loss: 13.4354 - output02_loss: 21.5025 - output03_loss: 32.2039 - output04_loss: 25.9329 - output05_loss: 18.4303 - output06_loss: 19.7963 - output07_loss: 21.9520 - output08_loss: 14.1234 - output09_loss: 19.1511 - output10_loss: 19.0897 - output11_loss: 20.7597 - output12_loss: 16.6266 - output13_loss: 25.2123 - output14_loss: 17.7838 - output15_loss: 27.6733 - output16_loss: 20.7454 - output17_loss: 21.7155 - output18_loss: 14.1408 - output19_loss: 10.5228 - output20_loss: 12.0235 - output21_loss: 29.5437 - output22_loss: 22.2816 - output23_loss: 15.3973 - output24_loss: 21.4100 - output25_loss: 27.8024 - output26_loss: 14.5501 - output27_loss: 28.5376 - output28_loss: 20.6019 - output29_loss: 26.8598 - output00_mean_squared_error: 12.3917 - output01_mean_squared_error: 13.4354 - output02_mean_squared_error: 21.5025 - output03_mean_squared_error: 32.2039 - output04_mean_squared_error: 25.9329 - output05_mean_squared_error: 18.4303 - output06_mean_squared_error: 19.7963 - output07_mean_squared_error: 21.9520 - output08_mean_squared_error: 14.1234 - output09_mean_squared_error: 19.1511 - output10_mean_squared_error: 19.0897 - output11_mean_squared_error: 20.7597 - output12_mean_squared_error: 16.6266 - output13_mean_squared_error: 25.2123 - output14_mean_squared_error: 17.7838 - output15_mean_squared_error: 27.6733 - output16_mean_squared_error: 20.7454 - output17_mean_squared_error: 21.7155 - output18_mean_squared_error: 14.1408 - output19_mean_squared_error: 10.5228 - output20_mean_squared_error: 12.0235 - output21_mean_squared_error: 29.5437 - output22_mean_squared_error: 22.2816 - output23_mean_squared_error: 15.3973 - output24_mean_squared_error: 21.4100 - output25_mean_squared_error: 27.8024 - output26_mean_squared_error: 14.5501 - output27_mean_squared_error: 28.5376 - output28_mean_squared_error: 20.6019 - output29_mean_squared_error: 26.8598 Epoch 1530/2000 121/121 [==============================] - 0s 1ms/step - loss: 612.1633 - output00_loss: 12.3917 - output01_loss: 13.4339 - output02_loss: 21.5009 - output03_loss: 32.2032 - output04_loss: 25.9298 - output05_loss: 18.4301 - output06_loss: 19.7933 - output07_loss: 21.9495 - output08_loss: 14.1229 - output09_loss: 19.1507 - output10_loss: 19.0896 - output11_loss: 20.7597 - output12_loss: 16.6262 - output13_loss: 25.2106 - output14_loss: 17.7820 - output15_loss: 27.6712 - output16_loss: 20.7454 - output17_loss: 21.7142 - output18_loss: 14.1407 - output19_loss: 10.5211 - output20_loss: 12.0216 - output21_loss: 29.5429 - output22_loss: 22.2813 - output23_loss: 15.3972 - output24_loss: 21.4095 - output25_loss: 27.8023 - output26_loss: 14.5501 - output27_loss: 28.5369 - output28_loss: 20.5992 - output29_loss: 26.8554 - output00_mean_squared_error: 12.3917 - output01_mean_squared_error: 13.4339 - output02_mean_squared_error: 21.5009 - output03_mean_squared_error: 32.2032 - output04_mean_squared_error: 25.9298 - output05_mean_squared_error: 18.4301 - output06_mean_squared_error: 19.7933 - output07_mean_squared_error: 21.9495 - output08_mean_squared_error: 14.1229 - output09_mean_squared_error: 19.1507 - output10_mean_squared_error: 19.0896 - output11_mean_squared_error: 20.7597 - output12_mean_squared_error: 16.6262 - output13_mean_squared_error: 25.2106 - output14_mean_squared_error: 17.7820 - output15_mean_squared_error: 27.6712 - output16_mean_squared_error: 20.7454 - output17_mean_squared_error: 21.7142 - output18_mean_squared_error: 14.1407 - output19_mean_squared_error: 10.5211 - output20_mean_squared_error: 12.0216 - output21_mean_squared_error: 29.5429 - output22_mean_squared_error: 22.2813 - output23_mean_squared_error: 15.3972 - output24_mean_squared_error: 21.4095 - output25_mean_squared_error: 27.8023 - output26_mean_squared_error: 14.5501 - output27_mean_squared_error: 28.5369 - output28_mean_squared_error: 20.5992 - output29_mean_squared_error: 26.8554 Epoch 1531/2000 121/121 [==============================] - 0s 820us/step - loss: 612.1295 - output00_loss: 12.3916 - output01_loss: 13.4325 - output02_loss: 21.4993 - output03_loss: 32.2025 - output04_loss: 25.9268 - output05_loss: 18.4300 - output06_loss: 19.7903 - output07_loss: 21.9471 - output08_loss: 14.1224 - output09_loss: 19.1504 - output10_loss: 19.0895 - output11_loss: 20.7596 - output12_loss: 16.6257 - output13_loss: 25.2089 - output14_loss: 17.7803 - output15_loss: 27.6690 - output16_loss: 20.7454 - output17_loss: 21.7130 - output18_loss: 14.1407 - output19_loss: 10.5193 - output20_loss: 12.0198 - output21_loss: 29.5422 - output22_loss: 22.2811 - output23_loss: 15.3972 - output24_loss: 21.4089 - output25_loss: 27.8021 - output26_loss: 14.5500 - output27_loss: 28.5362 - output28_loss: 20.5966 - output29_loss: 26.8510 - output00_mean_squared_error: 12.3916 - output01_mean_squared_error: 13.4325 - output02_mean_squared_error: 21.4993 - output03_mean_squared_error: 32.2025 - output04_mean_squared_error: 25.9268 - output05_mean_squared_error: 18.4300 - output06_mean_squared_error: 19.7903 - output07_mean_squared_error: 21.9471 - output08_mean_squared_error: 14.1224 - output09_mean_squared_error: 19.1504 - output10_mean_squared_error: 19.0895 - output11_mean_squared_error: 20.7596 - output12_mean_squared_error: 16.6257 - output13_mean_squared_error: 25.2089 - output14_mean_squared_error: 17.7803 - output15_mean_squared_error: 27.6690 - output16_mean_squared_error: 20.7454 - output17_mean_squared_error: 21.7130 - output18_mean_squared_error: 14.1407 - output19_mean_squared_error: 10.5193 - output20_mean_squared_error: 12.0198 - output21_mean_squared_error: 29.5422 - output22_mean_squared_error: 22.2811 - output23_mean_squared_error: 15.3972 - output24_mean_squared_error: 21.4089 - output25_mean_squared_error: 27.8021 - output26_mean_squared_error: 14.5500 - output27_mean_squared_error: 28.5362 - output28_mean_squared_error: 20.5966 - output29_mean_squared_error: 26.8510 Epoch 1532/2000 121/121 [==============================] - 0s 1ms/step - loss: 612.0956 - output00_loss: 12.3916 - output01_loss: 13.4310 - output02_loss: 21.4977 - output03_loss: 32.2018 - output04_loss: 25.9238 - output05_loss: 18.4298 - output06_loss: 19.7873 - output07_loss: 21.9447 - output08_loss: 14.1219 - output09_loss: 19.1501 - output10_loss: 19.0894 - output11_loss: 20.7596 - output12_loss: 16.6253 - output13_loss: 25.2072 - output14_loss: 17.7786 - output15_loss: 27.6669 - output16_loss: 20.7453 - output17_loss: 21.7117 - output18_loss: 14.1406 - output19_loss: 10.5176 - output20_loss: 12.0179 - output21_loss: 29.5414 - output22_loss: 22.2808 - output23_loss: 15.3971 - output24_loss: 21.4084 - output25_loss: 27.8019 - output26_loss: 14.5500 - output27_loss: 28.5354 - output28_loss: 20.5940 - output29_loss: 26.8466 - output00_mean_squared_error: 12.3916 - output01_mean_squared_error: 13.4310 - output02_mean_squared_error: 21.4977 - output03_mean_squared_error: 32.2018 - output04_mean_squared_error: 25.9238 - output05_mean_squared_error: 18.4298 - output06_mean_squared_error: 19.7873 - output07_mean_squared_error: 21.9447 - output08_mean_squared_error: 14.1219 - output09_mean_squared_error: 19.1501 - output10_mean_squared_error: 19.0894 - output11_mean_squared_error: 20.7596 - output12_mean_squared_error: 16.6253 - output13_mean_squared_error: 25.2072 - output14_mean_squared_error: 17.7786 - output15_mean_squared_error: 27.6669 - output16_mean_squared_error: 20.7453 - output17_mean_squared_error: 21.7117 - output18_mean_squared_error: 14.1406 - output19_mean_squared_error: 10.5176 - output20_mean_squared_error: 12.0179 - output21_mean_squared_error: 29.5414 - output22_mean_squared_error: 22.2808 - output23_mean_squared_error: 15.3971 - output24_mean_squared_error: 21.4084 - output25_mean_squared_error: 27.8019 - output26_mean_squared_error: 14.5500 - output27_mean_squared_error: 28.5354 - output28_mean_squared_error: 20.5940 - output29_mean_squared_error: 26.8466 Epoch 1533/2000 121/121 [==============================] - 0s 487us/step - loss: 612.0619 - output00_loss: 12.3916 - output01_loss: 13.4295 - output02_loss: 21.4961 - output03_loss: 32.2011 - output04_loss: 25.9208 - output05_loss: 18.4297 - output06_loss: 19.7843 - output07_loss: 21.9423 - output08_loss: 14.1215 - output09_loss: 19.1498 - output10_loss: 19.0893 - output11_loss: 20.7596 - output12_loss: 16.6249 - output13_loss: 25.2056 - output14_loss: 17.7769 - output15_loss: 27.6647 - output16_loss: 20.7453 - output17_loss: 21.7105 - output18_loss: 14.1406 - output19_loss: 10.5159 - output20_loss: 12.0161 - output21_loss: 29.5407 - output22_loss: 22.2806 - output23_loss: 15.3970 - output24_loss: 21.4078 - output25_loss: 27.8017 - output26_loss: 14.5499 - output27_loss: 28.5347 - output28_loss: 20.5913 - output29_loss: 26.8423 - output00_mean_squared_error: 12.3916 - output01_mean_squared_error: 13.4295 - output02_mean_squared_error: 21.4961 - output03_mean_squared_error: 32.2011 - output04_mean_squared_error: 25.9208 - output05_mean_squared_error: 18.4297 - output06_mean_squared_error: 19.7843 - output07_mean_squared_error: 21.9423 - output08_mean_squared_error: 14.1215 - output09_mean_squared_error: 19.1498 - output10_mean_squared_error: 19.0893 - output11_mean_squared_error: 20.7596 - output12_mean_squared_error: 16.6249 - output13_mean_squared_error: 25.2056 - output14_mean_squared_error: 17.7769 - output15_mean_squared_error: 27.6647 - output16_mean_squared_error: 20.7453 - output17_mean_squared_error: 21.7105 - output18_mean_squared_error: 14.1406 - output19_mean_squared_error: 10.5159 - output20_mean_squared_error: 12.0161 - output21_mean_squared_error: 29.5407 - output22_mean_squared_error: 22.2806 - output23_mean_squared_error: 15.3970 - output24_mean_squared_error: 21.4078 - output25_mean_squared_error: 27.8017 - output26_mean_squared_error: 14.5499 - output27_mean_squared_error: 28.5347 - output28_mean_squared_error: 20.5913 - output29_mean_squared_error: 26.8423 Epoch 1534/2000 121/121 [==============================] - 0s 481us/step - loss: 612.0283 - output00_loss: 12.3916 - output01_loss: 13.4280 - output02_loss: 21.4945 - output03_loss: 32.2005 - output04_loss: 25.9178 - output05_loss: 18.4295 - output06_loss: 19.7814 - output07_loss: 21.9399 - output08_loss: 14.1210 - output09_loss: 19.1495 - output10_loss: 19.0892 - output11_loss: 20.7596 - output12_loss: 16.6245 - output13_loss: 25.2039 - output14_loss: 17.7752 - output15_loss: 27.6626 - output16_loss: 20.7453 - output17_loss: 21.7092 - output18_loss: 14.1405 - output19_loss: 10.5142 - output20_loss: 12.0143 - output21_loss: 29.5399 - output22_loss: 22.2803 - output23_loss: 15.3970 - output24_loss: 21.4073 - output25_loss: 27.8015 - output26_loss: 14.5499 - output27_loss: 28.5340 - output28_loss: 20.5887 - output29_loss: 26.8379 - output00_mean_squared_error: 12.3916 - output01_mean_squared_error: 13.4280 - output02_mean_squared_error: 21.4945 - output03_mean_squared_error: 32.2005 - output04_mean_squared_error: 25.9178 - output05_mean_squared_error: 18.4295 - output06_mean_squared_error: 19.7814 - output07_mean_squared_error: 21.9399 - output08_mean_squared_error: 14.1210 - output09_mean_squared_error: 19.1495 - output10_mean_squared_error: 19.0892 - output11_mean_squared_error: 20.7596 - output12_mean_squared_error: 16.6245 - output13_mean_squared_error: 25.2039 - output14_mean_squared_error: 17.7752 - output15_mean_squared_error: 27.6626 - output16_mean_squared_error: 20.7453 - output17_mean_squared_error: 21.7092 - output18_mean_squared_error: 14.1405 - output19_mean_squared_error: 10.5142 - output20_mean_squared_error: 12.0143 - output21_mean_squared_error: 29.5399 - output22_mean_squared_error: 22.2803 - output23_mean_squared_error: 15.3970 - output24_mean_squared_error: 21.4073 - output25_mean_squared_error: 27.8015 - output26_mean_squared_error: 14.5499 - output27_mean_squared_error: 28.5340 - output28_mean_squared_error: 20.5887 - output29_mean_squared_error: 26.8379 Epoch 1535/2000 121/121 [==============================] - 0s 1ms/step - loss: 611.9948 - output00_loss: 12.3915 - output01_loss: 13.4265 - output02_loss: 21.4929 - output03_loss: 32.1998 - output04_loss: 25.9148 - output05_loss: 18.4293 - output06_loss: 19.7784 - output07_loss: 21.9375 - output08_loss: 14.1205 - output09_loss: 19.1492 - output10_loss: 19.0891 - output11_loss: 20.7596 - output12_loss: 16.6241 - output13_loss: 25.2022 - output14_loss: 17.7735 - output15_loss: 27.6604 - output16_loss: 20.7453 - output17_loss: 21.7079 - output18_loss: 14.1405 - output19_loss: 10.5124 - output20_loss: 12.0124 - output21_loss: 29.5392 - output22_loss: 22.2801 - output23_loss: 15.3969 - output24_loss: 21.4067 - output25_loss: 27.8013 - output26_loss: 14.5498 - output27_loss: 28.5332 - output28_loss: 20.5861 - output29_loss: 26.8336 - output00_mean_squared_error: 12.3915 - output01_mean_squared_error: 13.4265 - output02_mean_squared_error: 21.4929 - output03_mean_squared_error: 32.1998 - output04_mean_squared_error: 25.9148 - output05_mean_squared_error: 18.4293 - output06_mean_squared_error: 19.7784 - output07_mean_squared_error: 21.9375 - output08_mean_squared_error: 14.1205 - output09_mean_squared_error: 19.1492 - output10_mean_squared_error: 19.0891 - output11_mean_squared_error: 20.7596 - output12_mean_squared_error: 16.6241 - output13_mean_squared_error: 25.2022 - output14_mean_squared_error: 17.7735 - output15_mean_squared_error: 27.6604 - output16_mean_squared_error: 20.7453 - output17_mean_squared_error: 21.7079 - output18_mean_squared_error: 14.1405 - output19_mean_squared_error: 10.5124 - output20_mean_squared_error: 12.0124 - output21_mean_squared_error: 29.5392 - output22_mean_squared_error: 22.2801 - output23_mean_squared_error: 15.3969 - output24_mean_squared_error: 21.4067 - output25_mean_squared_error: 27.8013 - output26_mean_squared_error: 14.5498 - output27_mean_squared_error: 28.5332 - output28_mean_squared_error: 20.5861 - output29_mean_squared_error: 26.8336 Epoch 1536/2000 121/121 [==============================] - 0s 1ms/step - loss: 611.9612 - output00_loss: 12.3915 - output01_loss: 13.4251 - output02_loss: 21.4913 - output03_loss: 32.1991 - output04_loss: 25.9118 - output05_loss: 18.4292 - output06_loss: 19.7755 - output07_loss: 21.9351 - output08_loss: 14.1200 - output09_loss: 19.1489 - output10_loss: 19.0890 - output11_loss: 20.7595 - output12_loss: 16.6236 - output13_loss: 25.2005 - output14_loss: 17.7718 - output15_loss: 27.6583 - output16_loss: 20.7452 - output17_loss: 21.7067 - output18_loss: 14.1404 - output19_loss: 10.5107 - output20_loss: 12.0106 - output21_loss: 29.5385 - output22_loss: 22.2798 - output23_loss: 15.3969 - output24_loss: 21.4062 - output25_loss: 27.8011 - output26_loss: 14.5498 - output27_loss: 28.5325 - output28_loss: 20.5835 - output29_loss: 26.8292 - output00_mean_squared_error: 12.3915 - output01_mean_squared_error: 13.4251 - output02_mean_squared_error: 21.4913 - output03_mean_squared_error: 32.1991 - output04_mean_squared_error: 25.9118 - output05_mean_squared_error: 18.4292 - output06_mean_squared_error: 19.7755 - output07_mean_squared_error: 21.9351 - output08_mean_squared_error: 14.1200 - output09_mean_squared_error: 19.1489 - output10_mean_squared_error: 19.0890 - output11_mean_squared_error: 20.7595 - output12_mean_squared_error: 16.6236 - output13_mean_squared_error: 25.2005 - output14_mean_squared_error: 17.7718 - output15_mean_squared_error: 27.6583 - output16_mean_squared_error: 20.7452 - output17_mean_squared_error: 21.7067 - output18_mean_squared_error: 14.1404 - output19_mean_squared_error: 10.5107 - output20_mean_squared_error: 12.0106 - output21_mean_squared_error: 29.5385 - output22_mean_squared_error: 22.2798 - output23_mean_squared_error: 15.3969 - output24_mean_squared_error: 21.4062 - output25_mean_squared_error: 27.8011 - output26_mean_squared_error: 14.5498 - output27_mean_squared_error: 28.5325 - output28_mean_squared_error: 20.5835 - output29_mean_squared_error: 26.8292 Epoch 1537/2000 121/121 [==============================] - 0s 726us/step - loss: 611.9279 - output00_loss: 12.3915 - output01_loss: 13.4236 - output02_loss: 21.4897 - output03_loss: 32.1984 - output04_loss: 25.9088 - output05_loss: 18.4290 - output06_loss: 19.7725 - output07_loss: 21.9327 - output08_loss: 14.1195 - output09_loss: 19.1486 - output10_loss: 19.0889 - output11_loss: 20.7595 - output12_loss: 16.6232 - output13_loss: 25.1989 - output14_loss: 17.7701 - output15_loss: 27.6561 - output16_loss: 20.7452 - output17_loss: 21.7054 - output18_loss: 14.1403 - output19_loss: 10.5090 - output20_loss: 12.0088 - output21_loss: 29.5377 - output22_loss: 22.2796 - output23_loss: 15.3968 - output24_loss: 21.4056 - output25_loss: 27.8009 - output26_loss: 14.5498 - output27_loss: 28.5318 - output28_loss: 20.5808 - output29_loss: 26.8249 - output00_mean_squared_error: 12.3915 - output01_mean_squared_error: 13.4236 - output02_mean_squared_error: 21.4897 - output03_mean_squared_error: 32.1984 - output04_mean_squared_error: 25.9088 - output05_mean_squared_error: 18.4290 - output06_mean_squared_error: 19.7725 - output07_mean_squared_error: 21.9327 - output08_mean_squared_error: 14.1195 - output09_mean_squared_error: 19.1486 - output10_mean_squared_error: 19.0889 - output11_mean_squared_error: 20.7595 - output12_mean_squared_error: 16.6232 - output13_mean_squared_error: 25.1989 - output14_mean_squared_error: 17.7701 - output15_mean_squared_error: 27.6561 - output16_mean_squared_error: 20.7452 - output17_mean_squared_error: 21.7054 - output18_mean_squared_error: 14.1403 - output19_mean_squared_error: 10.5090 - output20_mean_squared_error: 12.0088 - output21_mean_squared_error: 29.5377 - output22_mean_squared_error: 22.2796 - output23_mean_squared_error: 15.3968 - output24_mean_squared_error: 21.4056 - output25_mean_squared_error: 27.8009 - output26_mean_squared_error: 14.5498 - output27_mean_squared_error: 28.5318 - output28_mean_squared_error: 20.5808 - output29_mean_squared_error: 26.8249 Epoch 1538/2000 121/121 [==============================] - 0s 847us/step - loss: 611.8944 - output00_loss: 12.3915 - output01_loss: 13.4221 - output02_loss: 21.4881 - output03_loss: 32.1977 - output04_loss: 25.9058 - output05_loss: 18.4289 - output06_loss: 19.7695 - output07_loss: 21.9303 - output08_loss: 14.1190 - output09_loss: 19.1483 - output10_loss: 19.0887 - output11_loss: 20.7595 - output12_loss: 16.6228 - output13_loss: 25.1972 - output14_loss: 17.7684 - output15_loss: 27.6540 - output16_loss: 20.7452 - output17_loss: 21.7042 - output18_loss: 14.1403 - output19_loss: 10.5073 - output20_loss: 12.0070 - output21_loss: 29.5370 - output22_loss: 22.2794 - output23_loss: 15.3968 - output24_loss: 21.4051 - output25_loss: 27.8008 - output26_loss: 14.5497 - output27_loss: 28.5310 - output28_loss: 20.5782 - output29_loss: 26.8205 - output00_mean_squared_error: 12.3915 - output01_mean_squared_error: 13.4221 - output02_mean_squared_error: 21.4881 - output03_mean_squared_error: 32.1977 - output04_mean_squared_error: 25.9058 - output05_mean_squared_error: 18.4289 - output06_mean_squared_error: 19.7695 - output07_mean_squared_error: 21.9303 - output08_mean_squared_error: 14.1190 - output09_mean_squared_error: 19.1483 - output10_mean_squared_error: 19.0887 - output11_mean_squared_error: 20.7595 - output12_mean_squared_error: 16.6228 - output13_mean_squared_error: 25.1972 - output14_mean_squared_error: 17.7684 - output15_mean_squared_error: 27.6540 - output16_mean_squared_error: 20.7452 - output17_mean_squared_error: 21.7042 - output18_mean_squared_error: 14.1403 - output19_mean_squared_error: 10.5073 - output20_mean_squared_error: 12.0070 - output21_mean_squared_error: 29.5370 - output22_mean_squared_error: 22.2794 - output23_mean_squared_error: 15.3968 - output24_mean_squared_error: 21.4051 - output25_mean_squared_error: 27.8008 - output26_mean_squared_error: 14.5497 - output27_mean_squared_error: 28.5310 - output28_mean_squared_error: 20.5782 - output29_mean_squared_error: 26.8205 Epoch 1539/2000 121/121 [==============================] - 0s 725us/step - loss: 611.8611 - output00_loss: 12.3915 - output01_loss: 13.4207 - output02_loss: 21.4865 - output03_loss: 32.1970 - output04_loss: 25.9028 - output05_loss: 18.4287 - output06_loss: 19.7666 - output07_loss: 21.9279 - output08_loss: 14.1186 - output09_loss: 19.1480 - output10_loss: 19.0886 - output11_loss: 20.7595 - output12_loss: 16.6224 - output13_loss: 25.1956 - output14_loss: 17.7668 - output15_loss: 27.6519 - output16_loss: 20.7451 - output17_loss: 21.7030 - output18_loss: 14.1402 - output19_loss: 10.5056 - output20_loss: 12.0051 - output21_loss: 29.5363 - output22_loss: 22.2791 - output23_loss: 15.3967 - output24_loss: 21.4045 - output25_loss: 27.8006 - output26_loss: 14.5497 - output27_loss: 28.5303 - output28_loss: 20.5756 - output29_loss: 26.8162 - output00_mean_squared_error: 12.3915 - output01_mean_squared_error: 13.4207 - output02_mean_squared_error: 21.4865 - output03_mean_squared_error: 32.1970 - output04_mean_squared_error: 25.9028 - output05_mean_squared_error: 18.4287 - output06_mean_squared_error: 19.7666 - output07_mean_squared_error: 21.9279 - output08_mean_squared_error: 14.1186 - output09_mean_squared_error: 19.1480 - output10_mean_squared_error: 19.0886 - output11_mean_squared_error: 20.7595 - output12_mean_squared_error: 16.6224 - output13_mean_squared_error: 25.1956 - output14_mean_squared_error: 17.7668 - output15_mean_squared_error: 27.6519 - output16_mean_squared_error: 20.7451 - output17_mean_squared_error: 21.7030 - output18_mean_squared_error: 14.1402 - output19_mean_squared_error: 10.5056 - output20_mean_squared_error: 12.0051 - output21_mean_squared_error: 29.5363 - output22_mean_squared_error: 22.2791 - output23_mean_squared_error: 15.3967 - output24_mean_squared_error: 21.4045 - output25_mean_squared_error: 27.8006 - output26_mean_squared_error: 14.5497 - output27_mean_squared_error: 28.5303 - output28_mean_squared_error: 20.5756 - output29_mean_squared_error: 26.8162 Epoch 1540/2000 121/121 [==============================] - 0s 1ms/step - loss: 611.8278 - output00_loss: 12.3914 - output01_loss: 13.4192 - output02_loss: 21.4849 - output03_loss: 32.1964 - output04_loss: 25.8998 - output05_loss: 18.4286 - output06_loss: 19.7637 - output07_loss: 21.9256 - output08_loss: 14.1181 - output09_loss: 19.1477 - output10_loss: 19.0885 - output11_loss: 20.7594 - output12_loss: 16.6220 - output13_loss: 25.1939 - output14_loss: 17.7651 - output15_loss: 27.6497 - output16_loss: 20.7451 - output17_loss: 21.7017 - output18_loss: 14.1402 - output19_loss: 10.5039 - output20_loss: 12.0033 - output21_loss: 29.5355 - output22_loss: 22.2789 - output23_loss: 15.3967 - output24_loss: 21.4040 - output25_loss: 27.8004 - output26_loss: 14.5496 - output27_loss: 28.5296 - output28_loss: 20.5730 - output29_loss: 26.8119 - output00_mean_squared_error: 12.3914 - output01_mean_squared_error: 13.4192 - output02_mean_squared_error: 21.4849 - output03_mean_squared_error: 32.1964 - output04_mean_squared_error: 25.8998 - output05_mean_squared_error: 18.4286 - output06_mean_squared_error: 19.7637 - output07_mean_squared_error: 21.9256 - output08_mean_squared_error: 14.1181 - output09_mean_squared_error: 19.1477 - output10_mean_squared_error: 19.0885 - output11_mean_squared_error: 20.7594 - output12_mean_squared_error: 16.6220 - output13_mean_squared_error: 25.1939 - output14_mean_squared_error: 17.7651 - output15_mean_squared_error: 27.6497 - output16_mean_squared_error: 20.7451 - output17_mean_squared_error: 21.7017 - output18_mean_squared_error: 14.1402 - output19_mean_squared_error: 10.5039 - output20_mean_squared_error: 12.0033 - output21_mean_squared_error: 29.5355 - output22_mean_squared_error: 22.2789 - output23_mean_squared_error: 15.3967 - output24_mean_squared_error: 21.4040 - output25_mean_squared_error: 27.8004 - output26_mean_squared_error: 14.5496 - output27_mean_squared_error: 28.5296 - output28_mean_squared_error: 20.5730 - output29_mean_squared_error: 26.8119 Epoch 1541/2000 121/121 [==============================] - 0s 1ms/step - loss: 611.7946 - output00_loss: 12.3914 - output01_loss: 13.4177 - output02_loss: 21.4833 - output03_loss: 32.1957 - output04_loss: 25.8968 - output05_loss: 18.4284 - output06_loss: 19.7607 - output07_loss: 21.9232 - output08_loss: 14.1176 - output09_loss: 19.1474 - output10_loss: 19.0884 - output11_loss: 20.7594 - output12_loss: 16.6216 - output13_loss: 25.1922 - output14_loss: 17.7634 - output15_loss: 27.6476 - output16_loss: 20.7451 - output17_loss: 21.7005 - output18_loss: 14.1401 - output19_loss: 10.5022 - output20_loss: 12.0015 - output21_loss: 29.5348 - output22_loss: 22.2786 - output23_loss: 15.3966 - output24_loss: 21.4035 - output25_loss: 27.8002 - output26_loss: 14.5496 - output27_loss: 28.5289 - output28_loss: 20.5704 - output29_loss: 26.8076 - output00_mean_squared_error: 12.3914 - output01_mean_squared_error: 13.4177 - output02_mean_squared_error: 21.4833 - output03_mean_squared_error: 32.1957 - output04_mean_squared_error: 25.8968 - output05_mean_squared_error: 18.4284 - output06_mean_squared_error: 19.7607 - output07_mean_squared_error: 21.9232 - output08_mean_squared_error: 14.1176 - output09_mean_squared_error: 19.1474 - output10_mean_squared_error: 19.0884 - output11_mean_squared_error: 20.7594 - output12_mean_squared_error: 16.6216 - output13_mean_squared_error: 25.1922 - output14_mean_squared_error: 17.7634 - output15_mean_squared_error: 27.6476 - output16_mean_squared_error: 20.7451 - output17_mean_squared_error: 21.7005 - output18_mean_squared_error: 14.1401 - output19_mean_squared_error: 10.5022 - output20_mean_squared_error: 12.0015 - output21_mean_squared_error: 29.5348 - output22_mean_squared_error: 22.2786 - output23_mean_squared_error: 15.3966 - output24_mean_squared_error: 21.4035 - output25_mean_squared_error: 27.8002 - output26_mean_squared_error: 14.5496 - output27_mean_squared_error: 28.5289 - output28_mean_squared_error: 20.5704 - output29_mean_squared_error: 26.8076 Epoch 1542/2000 121/121 [==============================] - 0s 1ms/step - loss: 611.7614 - output00_loss: 12.3914 - output01_loss: 13.4163 - output02_loss: 21.4818 - output03_loss: 32.1950 - output04_loss: 25.8938 - output05_loss: 18.4282 - output06_loss: 19.7578 - output07_loss: 21.9208 - output08_loss: 14.1171 - output09_loss: 19.1471 - output10_loss: 19.0883 - output11_loss: 20.7594 - output12_loss: 16.6212 - output13_loss: 25.1906 - output14_loss: 17.7617 - output15_loss: 27.6455 - output16_loss: 20.7451 - output17_loss: 21.6992 - output18_loss: 14.1401 - output19_loss: 10.5005 - output20_loss: 11.9997 - output21_loss: 29.5341 - output22_loss: 22.2784 - output23_loss: 15.3966 - output24_loss: 21.4029 - output25_loss: 27.8000 - output26_loss: 14.5495 - output27_loss: 28.5282 - output28_loss: 20.5678 - output29_loss: 26.8032 - output00_mean_squared_error: 12.3914 - output01_mean_squared_error: 13.4163 - output02_mean_squared_error: 21.4818 - output03_mean_squared_error: 32.1950 - output04_mean_squared_error: 25.8938 - output05_mean_squared_error: 18.4282 - output06_mean_squared_error: 19.7578 - output07_mean_squared_error: 21.9208 - output08_mean_squared_error: 14.1171 - output09_mean_squared_error: 19.1471 - output10_mean_squared_error: 19.0883 - output11_mean_squared_error: 20.7594 - output12_mean_squared_error: 16.6212 - output13_mean_squared_error: 25.1906 - output14_mean_squared_error: 17.7617 - output15_mean_squared_error: 27.6455 - output16_mean_squared_error: 20.7451 - output17_mean_squared_error: 21.6992 - output18_mean_squared_error: 14.1401 - output19_mean_squared_error: 10.5005 - output20_mean_squared_error: 11.9997 - output21_mean_squared_error: 29.5341 - output22_mean_squared_error: 22.2784 - output23_mean_squared_error: 15.3966 - output24_mean_squared_error: 21.4029 - output25_mean_squared_error: 27.8000 - output26_mean_squared_error: 14.5495 - output27_mean_squared_error: 28.5282 - output28_mean_squared_error: 20.5678 - output29_mean_squared_error: 26.8032 Epoch 1543/2000 121/121 [==============================] - 0s 892us/step - loss: 611.7285 - output00_loss: 12.3914 - output01_loss: 13.4148 - output02_loss: 21.4802 - output03_loss: 32.1944 - output04_loss: 25.8909 - output05_loss: 18.4281 - output06_loss: 19.7549 - output07_loss: 21.9185 - output08_loss: 14.1167 - output09_loss: 19.1468 - output10_loss: 19.0882 - output11_loss: 20.7594 - output12_loss: 16.6208 - output13_loss: 25.1890 - output14_loss: 17.7600 - output15_loss: 27.6434 - output16_loss: 20.7450 - output17_loss: 21.6980 - output18_loss: 14.1400 - output19_loss: 10.4988 - output20_loss: 11.9979 - output21_loss: 29.5334 - output22_loss: 22.2781 - output23_loss: 15.3965 - output24_loss: 21.4024 - output25_loss: 27.7998 - output26_loss: 14.5495 - output27_loss: 28.5275 - output28_loss: 20.5652 - output29_loss: 26.7989 - output00_mean_squared_error: 12.3914 - output01_mean_squared_error: 13.4148 - output02_mean_squared_error: 21.4802 - output03_mean_squared_error: 32.1944 - output04_mean_squared_error: 25.8909 - output05_mean_squared_error: 18.4281 - output06_mean_squared_error: 19.7549 - output07_mean_squared_error: 21.9185 - output08_mean_squared_error: 14.1167 - output09_mean_squared_error: 19.1468 - output10_mean_squared_error: 19.0882 - output11_mean_squared_error: 20.7594 - output12_mean_squared_error: 16.6208 - output13_mean_squared_error: 25.1890 - output14_mean_squared_error: 17.7600 - output15_mean_squared_error: 27.6434 - output16_mean_squared_error: 20.7450 - output17_mean_squared_error: 21.6980 - output18_mean_squared_error: 14.1400 - output19_mean_squared_error: 10.4988 - output20_mean_squared_error: 11.9979 - output21_mean_squared_error: 29.5334 - output22_mean_squared_error: 22.2781 - output23_mean_squared_error: 15.3965 - output24_mean_squared_error: 21.4024 - output25_mean_squared_error: 27.7998 - output26_mean_squared_error: 14.5495 - output27_mean_squared_error: 28.5275 - output28_mean_squared_error: 20.5652 - output29_mean_squared_error: 26.7989 Epoch 1544/2000 121/121 [==============================] - 0s 1ms/step - loss: 611.6953 - output00_loss: 12.3914 - output01_loss: 13.4134 - output02_loss: 21.4786 - output03_loss: 32.1937 - output04_loss: 25.8879 - output05_loss: 18.4279 - output06_loss: 19.7519 - output07_loss: 21.9161 - output08_loss: 14.1162 - output09_loss: 19.1465 - output10_loss: 19.0881 - output11_loss: 20.7594 - output12_loss: 16.6204 - output13_loss: 25.1873 - output14_loss: 17.7584 - output15_loss: 27.6413 - output16_loss: 20.7450 - output17_loss: 21.6968 - output18_loss: 14.1400 - output19_loss: 10.4971 - output20_loss: 11.9961 - output21_loss: 29.5326 - output22_loss: 22.2779 - output23_loss: 15.3964 - output24_loss: 21.4019 - output25_loss: 27.7997 - output26_loss: 14.5495 - output27_loss: 28.5268 - output28_loss: 20.5626 - output29_loss: 26.7946 - output00_mean_squared_error: 12.3914 - output01_mean_squared_error: 13.4134 - output02_mean_squared_error: 21.4786 - output03_mean_squared_error: 32.1937 - output04_mean_squared_error: 25.8879 - output05_mean_squared_error: 18.4279 - output06_mean_squared_error: 19.7519 - output07_mean_squared_error: 21.9161 - output08_mean_squared_error: 14.1162 - output09_mean_squared_error: 19.1465 - output10_mean_squared_error: 19.0881 - output11_mean_squared_error: 20.7594 - output12_mean_squared_error: 16.6204 - output13_mean_squared_error: 25.1873 - output14_mean_squared_error: 17.7584 - output15_mean_squared_error: 27.6413 - output16_mean_squared_error: 20.7450 - output17_mean_squared_error: 21.6968 - output18_mean_squared_error: 14.1400 - output19_mean_squared_error: 10.4971 - output20_mean_squared_error: 11.9961 - output21_mean_squared_error: 29.5326 - output22_mean_squared_error: 22.2779 - output23_mean_squared_error: 15.3964 - output24_mean_squared_error: 21.4019 - output25_mean_squared_error: 27.7997 - output26_mean_squared_error: 14.5495 - output27_mean_squared_error: 28.5268 - output28_mean_squared_error: 20.5626 - output29_mean_squared_error: 26.7946 Epoch 1545/2000 121/121 [==============================] - 0s 998us/step - loss: 611.6625 - output00_loss: 12.3913 - output01_loss: 13.4119 - output02_loss: 21.4771 - output03_loss: 32.1930 - output04_loss: 25.8849 - output05_loss: 18.4278 - output06_loss: 19.7490 - output07_loss: 21.9138 - output08_loss: 14.1157 - output09_loss: 19.1462 - output10_loss: 19.0880 - output11_loss: 20.7593 - output12_loss: 16.6200 - output13_loss: 25.1857 - output14_loss: 17.7567 - output15_loss: 27.6391 - output16_loss: 20.7450 - output17_loss: 21.6956 - output18_loss: 14.1399 - output19_loss: 10.4954 - output20_loss: 11.9943 - output21_loss: 29.5319 - output22_loss: 22.2777 - output23_loss: 15.3964 - output24_loss: 21.4013 - output25_loss: 27.7995 - output26_loss: 14.5494 - output27_loss: 28.5260 - output28_loss: 20.5601 - output29_loss: 26.7903 - output00_mean_squared_error: 12.3913 - output01_mean_squared_error: 13.4119 - output02_mean_squared_error: 21.4771 - output03_mean_squared_error: 32.1930 - output04_mean_squared_error: 25.8849 - output05_mean_squared_error: 18.4278 - output06_mean_squared_error: 19.7490 - output07_mean_squared_error: 21.9138 - output08_mean_squared_error: 14.1157 - output09_mean_squared_error: 19.1462 - output10_mean_squared_error: 19.0880 - output11_mean_squared_error: 20.7593 - output12_mean_squared_error: 16.6200 - output13_mean_squared_error: 25.1857 - output14_mean_squared_error: 17.7567 - output15_mean_squared_error: 27.6391 - output16_mean_squared_error: 20.7450 - output17_mean_squared_error: 21.6956 - output18_mean_squared_error: 14.1399 - output19_mean_squared_error: 10.4954 - output20_mean_squared_error: 11.9943 - output21_mean_squared_error: 29.5319 - output22_mean_squared_error: 22.2777 - output23_mean_squared_error: 15.3964 - output24_mean_squared_error: 21.4013 - output25_mean_squared_error: 27.7995 - output26_mean_squared_error: 14.5494 - output27_mean_squared_error: 28.5260 - output28_mean_squared_error: 20.5601 - output29_mean_squared_error: 26.7903 Epoch 1546/2000 121/121 [==============================] - 0s 1ms/step - loss: 611.6295 - output00_loss: 12.3913 - output01_loss: 13.4105 - output02_loss: 21.4755 - output03_loss: 32.1924 - output04_loss: 25.8820 - output05_loss: 18.4276 - output06_loss: 19.7461 - output07_loss: 21.9114 - output08_loss: 14.1152 - output09_loss: 19.1459 - output10_loss: 19.0879 - output11_loss: 20.7593 - output12_loss: 16.6196 - output13_loss: 25.1840 - output14_loss: 17.7551 - output15_loss: 27.6370 - output16_loss: 20.7450 - output17_loss: 21.6943 - output18_loss: 14.1399 - output19_loss: 10.4937 - output20_loss: 11.9925 - output21_loss: 29.5312 - output22_loss: 22.2774 - output23_loss: 15.3963 - output24_loss: 21.4008 - output25_loss: 27.7993 - output26_loss: 14.5494 - output27_loss: 28.5253 - output28_loss: 20.5575 - output29_loss: 26.7861 - output00_mean_squared_error: 12.3913 - output01_mean_squared_error: 13.4105 - output02_mean_squared_error: 21.4755 - output03_mean_squared_error: 32.1924 - output04_mean_squared_error: 25.8820 - output05_mean_squared_error: 18.4276 - output06_mean_squared_error: 19.7461 - output07_mean_squared_error: 21.9114 - output08_mean_squared_error: 14.1152 - output09_mean_squared_error: 19.1459 - output10_mean_squared_error: 19.0879 - output11_mean_squared_error: 20.7593 - output12_mean_squared_error: 16.6196 - output13_mean_squared_error: 25.1840 - output14_mean_squared_error: 17.7551 - output15_mean_squared_error: 27.6370 - output16_mean_squared_error: 20.7450 - output17_mean_squared_error: 21.6943 - output18_mean_squared_error: 14.1399 - output19_mean_squared_error: 10.4937 - output20_mean_squared_error: 11.9925 - output21_mean_squared_error: 29.5312 - output22_mean_squared_error: 22.2774 - output23_mean_squared_error: 15.3963 - output24_mean_squared_error: 21.4008 - output25_mean_squared_error: 27.7993 - output26_mean_squared_error: 14.5494 - output27_mean_squared_error: 28.5253 - output28_mean_squared_error: 20.5575 - output29_mean_squared_error: 26.7861 Epoch 1547/2000 121/121 [==============================] - 0s 554us/step - loss: 611.5967 - output00_loss: 12.3913 - output01_loss: 13.4090 - output02_loss: 21.4739 - output03_loss: 32.1917 - output04_loss: 25.8790 - output05_loss: 18.4275 - output06_loss: 19.7432 - output07_loss: 21.9091 - output08_loss: 14.1148 - output09_loss: 19.1456 - output10_loss: 19.0878 - output11_loss: 20.7593 - output12_loss: 16.6192 - output13_loss: 25.1824 - output14_loss: 17.7534 - output15_loss: 27.6349 - output16_loss: 20.7449 - output17_loss: 21.6931 - output18_loss: 14.1398 - output19_loss: 10.4920 - output20_loss: 11.9907 - output21_loss: 29.5305 - output22_loss: 22.2772 - output23_loss: 15.3963 - output24_loss: 21.4003 - output25_loss: 27.7991 - output26_loss: 14.5493 - output27_loss: 28.5246 - output28_loss: 20.5549 - output29_loss: 26.7818 - output00_mean_squared_error: 12.3913 - output01_mean_squared_error: 13.4090 - output02_mean_squared_error: 21.4739 - output03_mean_squared_error: 32.1917 - output04_mean_squared_error: 25.8790 - output05_mean_squared_error: 18.4275 - output06_mean_squared_error: 19.7432 - output07_mean_squared_error: 21.9091 - output08_mean_squared_error: 14.1148 - output09_mean_squared_error: 19.1456 - output10_mean_squared_error: 19.0878 - output11_mean_squared_error: 20.7593 - output12_mean_squared_error: 16.6192 - output13_mean_squared_error: 25.1824 - output14_mean_squared_error: 17.7534 - output15_mean_squared_error: 27.6349 - output16_mean_squared_error: 20.7449 - output17_mean_squared_error: 21.6931 - output18_mean_squared_error: 14.1398 - output19_mean_squared_error: 10.4920 - output20_mean_squared_error: 11.9907 - output21_mean_squared_error: 29.5305 - output22_mean_squared_error: 22.2772 - output23_mean_squared_error: 15.3963 - output24_mean_squared_error: 21.4003 - output25_mean_squared_error: 27.7991 - output26_mean_squared_error: 14.5493 - output27_mean_squared_error: 28.5246 - output28_mean_squared_error: 20.5549 - output29_mean_squared_error: 26.7818 Epoch 1548/2000 121/121 [==============================] - 0s 1ms/step - loss: 611.5640 - output00_loss: 12.3913 - output01_loss: 13.4076 - output02_loss: 21.4724 - output03_loss: 32.1911 - output04_loss: 25.8761 - output05_loss: 18.4273 - output06_loss: 19.7403 - output07_loss: 21.9067 - output08_loss: 14.1143 - output09_loss: 19.1453 - output10_loss: 19.0877 - output11_loss: 20.7593 - output12_loss: 16.6188 - output13_loss: 25.1808 - output14_loss: 17.7517 - output15_loss: 27.6328 - output16_loss: 20.7449 - output17_loss: 21.6919 - output18_loss: 14.1398 - output19_loss: 10.4903 - output20_loss: 11.9889 - output21_loss: 29.5298 - output22_loss: 22.2769 - output23_loss: 15.3962 - output24_loss: 21.3998 - output25_loss: 27.7989 - output26_loss: 14.5493 - output27_loss: 28.5239 - output28_loss: 20.5523 - output29_loss: 26.7775 - output00_mean_squared_error: 12.3913 - output01_mean_squared_error: 13.4076 - output02_mean_squared_error: 21.4724 - output03_mean_squared_error: 32.1911 - output04_mean_squared_error: 25.8761 - output05_mean_squared_error: 18.4273 - output06_mean_squared_error: 19.7403 - output07_mean_squared_error: 21.9067 - output08_mean_squared_error: 14.1143 - output09_mean_squared_error: 19.1453 - output10_mean_squared_error: 19.0877 - output11_mean_squared_error: 20.7593 - output12_mean_squared_error: 16.6188 - output13_mean_squared_error: 25.1808 - output14_mean_squared_error: 17.7517 - output15_mean_squared_error: 27.6328 - output16_mean_squared_error: 20.7449 - output17_mean_squared_error: 21.6919 - output18_mean_squared_error: 14.1398 - output19_mean_squared_error: 10.4903 - output20_mean_squared_error: 11.9889 - output21_mean_squared_error: 29.5298 - output22_mean_squared_error: 22.2769 - output23_mean_squared_error: 15.3962 - output24_mean_squared_error: 21.3998 - output25_mean_squared_error: 27.7989 - output26_mean_squared_error: 14.5493 - output27_mean_squared_error: 28.5239 - output28_mean_squared_error: 20.5523 - output29_mean_squared_error: 26.7775 Epoch 1549/2000 121/121 [==============================] - 0s 1ms/step - loss: 611.5312 - output00_loss: 12.3913 - output01_loss: 13.4061 - output02_loss: 21.4708 - output03_loss: 32.1904 - output04_loss: 25.8731 - output05_loss: 18.4272 - output06_loss: 19.7374 - output07_loss: 21.9044 - output08_loss: 14.1138 - output09_loss: 19.1450 - output10_loss: 19.0876 - output11_loss: 20.7593 - output12_loss: 16.6184 - output13_loss: 25.1792 - output14_loss: 17.7501 - output15_loss: 27.6307 - output16_loss: 20.7449 - output17_loss: 21.6907 - output18_loss: 14.1397 - output19_loss: 10.4886 - output20_loss: 11.9872 - output21_loss: 29.5290 - output22_loss: 22.2767 - output23_loss: 15.3962 - output24_loss: 21.3992 - output25_loss: 27.7988 - output26_loss: 14.5493 - output27_loss: 28.5232 - output28_loss: 20.5498 - output29_loss: 26.7732 - output00_mean_squared_error: 12.3913 - output01_mean_squared_error: 13.4061 - output02_mean_squared_error: 21.4708 - output03_mean_squared_error: 32.1904 - output04_mean_squared_error: 25.8731 - output05_mean_squared_error: 18.4272 - output06_mean_squared_error: 19.7374 - output07_mean_squared_error: 21.9044 - output08_mean_squared_error: 14.1138 - output09_mean_squared_error: 19.1450 - output10_mean_squared_error: 19.0876 - output11_mean_squared_error: 20.7593 - output12_mean_squared_error: 16.6184 - output13_mean_squared_error: 25.1792 - output14_mean_squared_error: 17.7501 - output15_mean_squared_error: 27.6307 - output16_mean_squared_error: 20.7449 - output17_mean_squared_error: 21.6907 - output18_mean_squared_error: 14.1397 - output19_mean_squared_error: 10.4886 - output20_mean_squared_error: 11.9872 - output21_mean_squared_error: 29.5290 - output22_mean_squared_error: 22.2767 - output23_mean_squared_error: 15.3962 - output24_mean_squared_error: 21.3992 - output25_mean_squared_error: 27.7988 - output26_mean_squared_error: 14.5493 - output27_mean_squared_error: 28.5232 - output28_mean_squared_error: 20.5498 - output29_mean_squared_error: 26.7732 Epoch 1550/2000 121/121 [==============================] - 0s 826us/step - loss: 611.4987 - output00_loss: 12.3912 - output01_loss: 13.4047 - output02_loss: 21.4693 - output03_loss: 32.1898 - output04_loss: 25.8702 - output05_loss: 18.4270 - output06_loss: 19.7345 - output07_loss: 21.9021 - output08_loss: 14.1134 - output09_loss: 19.1447 - output10_loss: 19.0875 - output11_loss: 20.7592 - output12_loss: 16.6180 - output13_loss: 25.1775 - output14_loss: 17.7484 - output15_loss: 27.6286 - output16_loss: 20.7449 - output17_loss: 21.6894 - output18_loss: 14.1397 - output19_loss: 10.4869 - output20_loss: 11.9854 - output21_loss: 29.5283 - output22_loss: 22.2765 - output23_loss: 15.3961 - output24_loss: 21.3987 - output25_loss: 27.7986 - output26_loss: 14.5492 - output27_loss: 28.5225 - output28_loss: 20.5472 - output29_loss: 26.7690 - output00_mean_squared_error: 12.3912 - output01_mean_squared_error: 13.4047 - output02_mean_squared_error: 21.4693 - output03_mean_squared_error: 32.1898 - output04_mean_squared_error: 25.8702 - output05_mean_squared_error: 18.4270 - output06_mean_squared_error: 19.7345 - output07_mean_squared_error: 21.9021 - output08_mean_squared_error: 14.1134 - output09_mean_squared_error: 19.1447 - output10_mean_squared_error: 19.0875 - output11_mean_squared_error: 20.7592 - output12_mean_squared_error: 16.6180 - output13_mean_squared_error: 25.1775 - output14_mean_squared_error: 17.7484 - output15_mean_squared_error: 27.6286 - output16_mean_squared_error: 20.7449 - output17_mean_squared_error: 21.6894 - output18_mean_squared_error: 14.1397 - output19_mean_squared_error: 10.4869 - output20_mean_squared_error: 11.9854 - output21_mean_squared_error: 29.5283 - output22_mean_squared_error: 22.2765 - output23_mean_squared_error: 15.3961 - output24_mean_squared_error: 21.3987 - output25_mean_squared_error: 27.7986 - output26_mean_squared_error: 14.5492 - output27_mean_squared_error: 28.5225 - output28_mean_squared_error: 20.5472 - output29_mean_squared_error: 26.7690 Epoch 1551/2000 121/121 [==============================] - 0s 785us/step - loss: 611.4661 - output00_loss: 12.3912 - output01_loss: 13.4033 - output02_loss: 21.4677 - output03_loss: 32.1891 - output04_loss: 25.8673 - output05_loss: 18.4269 - output06_loss: 19.7316 - output07_loss: 21.8997 - output08_loss: 14.1129 - output09_loss: 19.1444 - output10_loss: 19.0874 - output11_loss: 20.7592 - output12_loss: 16.6176 - output13_loss: 25.1759 - output14_loss: 17.7468 - output15_loss: 27.6265 - output16_loss: 20.7448 - output17_loss: 21.6882 - output18_loss: 14.1396 - output19_loss: 10.4852 - output20_loss: 11.9836 - output21_loss: 29.5276 - output22_loss: 22.2762 - output23_loss: 15.3961 - output24_loss: 21.3982 - output25_loss: 27.7984 - output26_loss: 14.5492 - output27_loss: 28.5218 - output28_loss: 20.5447 - output29_loss: 26.7647 - output00_mean_squared_error: 12.3912 - output01_mean_squared_error: 13.4033 - output02_mean_squared_error: 21.4677 - output03_mean_squared_error: 32.1891 - output04_mean_squared_error: 25.8673 - output05_mean_squared_error: 18.4269 - output06_mean_squared_error: 19.7316 - output07_mean_squared_error: 21.8997 - output08_mean_squared_error: 14.1129 - output09_mean_squared_error: 19.1444 - output10_mean_squared_error: 19.0874 - output11_mean_squared_error: 20.7592 - output12_mean_squared_error: 16.6176 - output13_mean_squared_error: 25.1759 - output14_mean_squared_error: 17.7468 - output15_mean_squared_error: 27.6265 - output16_mean_squared_error: 20.7448 - output17_mean_squared_error: 21.6882 - output18_mean_squared_error: 14.1396 - output19_mean_squared_error: 10.4852 - output20_mean_squared_error: 11.9836 - output21_mean_squared_error: 29.5276 - output22_mean_squared_error: 22.2762 - output23_mean_squared_error: 15.3961 - output24_mean_squared_error: 21.3982 - output25_mean_squared_error: 27.7984 - output26_mean_squared_error: 14.5492 - output27_mean_squared_error: 28.5218 - output28_mean_squared_error: 20.5447 - output29_mean_squared_error: 26.7647 Epoch 1552/2000 121/121 [==============================] - 0s 894us/step - loss: 611.4335 - output00_loss: 12.3912 - output01_loss: 13.4018 - output02_loss: 21.4662 - output03_loss: 32.1885 - output04_loss: 25.8643 - output05_loss: 18.4267 - output06_loss: 19.7287 - output07_loss: 21.8974 - output08_loss: 14.1124 - output09_loss: 19.1441 - output10_loss: 19.0873 - output11_loss: 20.7592 - output12_loss: 16.6172 - output13_loss: 25.1743 - output14_loss: 17.7452 - output15_loss: 27.6244 - output16_loss: 20.7448 - output17_loss: 21.6870 - output18_loss: 14.1396 - output19_loss: 10.4835 - output20_loss: 11.9818 - output21_loss: 29.5269 - output22_loss: 22.2760 - output23_loss: 15.3960 - output24_loss: 21.3977 - output25_loss: 27.7982 - output26_loss: 14.5491 - output27_loss: 28.5211 - output28_loss: 20.5421 - output29_loss: 26.7604 - output00_mean_squared_error: 12.3912 - output01_mean_squared_error: 13.4018 - output02_mean_squared_error: 21.4662 - output03_mean_squared_error: 32.1885 - output04_mean_squared_error: 25.8643 - output05_mean_squared_error: 18.4267 - output06_mean_squared_error: 19.7287 - output07_mean_squared_error: 21.8974 - output08_mean_squared_error: 14.1124 - output09_mean_squared_error: 19.1441 - output10_mean_squared_error: 19.0873 - output11_mean_squared_error: 20.7592 - output12_mean_squared_error: 16.6172 - output13_mean_squared_error: 25.1743 - output14_mean_squared_error: 17.7452 - output15_mean_squared_error: 27.6244 - output16_mean_squared_error: 20.7448 - output17_mean_squared_error: 21.6870 - output18_mean_squared_error: 14.1396 - output19_mean_squared_error: 10.4835 - output20_mean_squared_error: 11.9818 - output21_mean_squared_error: 29.5269 - output22_mean_squared_error: 22.2760 - output23_mean_squared_error: 15.3960 - output24_mean_squared_error: 21.3977 - output25_mean_squared_error: 27.7982 - output26_mean_squared_error: 14.5491 - output27_mean_squared_error: 28.5211 - output28_mean_squared_error: 20.5421 - output29_mean_squared_error: 26.7604 Epoch 1553/2000 121/121 [==============================] - 0s 1ms/step - loss: 611.4010 - output00_loss: 12.3912 - output01_loss: 13.4004 - output02_loss: 21.4646 - output03_loss: 32.1878 - output04_loss: 25.8614 - output05_loss: 18.4266 - output06_loss: 19.7259 - output07_loss: 21.8951 - output08_loss: 14.1120 - output09_loss: 19.1439 - output10_loss: 19.0872 - output11_loss: 20.7592 - output12_loss: 16.6168 - output13_loss: 25.1727 - output14_loss: 17.7435 - output15_loss: 27.6223 - output16_loss: 20.7448 - output17_loss: 21.6858 - output18_loss: 14.1395 - output19_loss: 10.4818 - output20_loss: 11.9801 - output21_loss: 29.5262 - output22_loss: 22.2758 - output23_loss: 15.3960 - output24_loss: 21.3971 - output25_loss: 27.7981 - output26_loss: 14.5491 - output27_loss: 28.5205 - output28_loss: 20.5395 - output29_loss: 26.7562 - output00_mean_squared_error: 12.3912 - output01_mean_squared_error: 13.4004 - output02_mean_squared_error: 21.4646 - output03_mean_squared_error: 32.1878 - output04_mean_squared_error: 25.8614 - output05_mean_squared_error: 18.4266 - output06_mean_squared_error: 19.7259 - output07_mean_squared_error: 21.8951 - output08_mean_squared_error: 14.1120 - output09_mean_squared_error: 19.1439 - output10_mean_squared_error: 19.0872 - output11_mean_squared_error: 20.7592 - output12_mean_squared_error: 16.6168 - output13_mean_squared_error: 25.1727 - output14_mean_squared_error: 17.7435 - output15_mean_squared_error: 27.6223 - output16_mean_squared_error: 20.7448 - output17_mean_squared_error: 21.6858 - output18_mean_squared_error: 14.1395 - output19_mean_squared_error: 10.4818 - output20_mean_squared_error: 11.9801 - output21_mean_squared_error: 29.5262 - output22_mean_squared_error: 22.2758 - output23_mean_squared_error: 15.3960 - output24_mean_squared_error: 21.3971 - output25_mean_squared_error: 27.7981 - output26_mean_squared_error: 14.5491 - output27_mean_squared_error: 28.5205 - output28_mean_squared_error: 20.5395 - output29_mean_squared_error: 26.7562 Epoch 1554/2000 121/121 [==============================] - 0s 996us/step - loss: 611.3687 - output00_loss: 12.3912 - output01_loss: 13.3990 - output02_loss: 21.4631 - output03_loss: 32.1872 - output04_loss: 25.8585 - output05_loss: 18.4264 - output06_loss: 19.7230 - output07_loss: 21.8928 - output08_loss: 14.1115 - output09_loss: 19.1436 - output10_loss: 19.0871 - output11_loss: 20.7592 - output12_loss: 16.6164 - output13_loss: 25.1711 - output14_loss: 17.7419 - output15_loss: 27.6203 - output16_loss: 20.7448 - output17_loss: 21.6846 - output18_loss: 14.1395 - output19_loss: 10.4801 - output20_loss: 11.9783 - output21_loss: 29.5255 - output22_loss: 22.2755 - output23_loss: 15.3959 - output24_loss: 21.3966 - output25_loss: 27.7979 - output26_loss: 14.5491 - output27_loss: 28.5198 - output28_loss: 20.5370 - output29_loss: 26.7520 - output00_mean_squared_error: 12.3912 - output01_mean_squared_error: 13.3990 - output02_mean_squared_error: 21.4631 - output03_mean_squared_error: 32.1872 - output04_mean_squared_error: 25.8585 - output05_mean_squared_error: 18.4264 - output06_mean_squared_error: 19.7230 - output07_mean_squared_error: 21.8928 - output08_mean_squared_error: 14.1115 - output09_mean_squared_error: 19.1436 - output10_mean_squared_error: 19.0871 - output11_mean_squared_error: 20.7592 - output12_mean_squared_error: 16.6164 - output13_mean_squared_error: 25.1711 - output14_mean_squared_error: 17.7419 - output15_mean_squared_error: 27.6203 - output16_mean_squared_error: 20.7448 - output17_mean_squared_error: 21.6846 - output18_mean_squared_error: 14.1395 - output19_mean_squared_error: 10.4801 - output20_mean_squared_error: 11.9783 - output21_mean_squared_error: 29.5255 - output22_mean_squared_error: 22.2755 - output23_mean_squared_error: 15.3959 - output24_mean_squared_error: 21.3966 - output25_mean_squared_error: 27.7979 - output26_mean_squared_error: 14.5491 - output27_mean_squared_error: 28.5198 - output28_mean_squared_error: 20.5370 - output29_mean_squared_error: 26.7520 Epoch 1555/2000 121/121 [==============================] - 0s 914us/step - loss: 611.3364 - output00_loss: 12.3911 - output01_loss: 13.3975 - output02_loss: 21.4616 - output03_loss: 32.1865 - output04_loss: 25.8556 - output05_loss: 18.4263 - output06_loss: 19.7201 - output07_loss: 21.8905 - output08_loss: 14.1111 - output09_loss: 19.1433 - output10_loss: 19.0870 - output11_loss: 20.7591 - output12_loss: 16.6160 - output13_loss: 25.1695 - output14_loss: 17.7403 - output15_loss: 27.6182 - output16_loss: 20.7447 - output17_loss: 21.6834 - output18_loss: 14.1394 - output19_loss: 10.4785 - output20_loss: 11.9765 - output21_loss: 29.5248 - output22_loss: 22.2753 - output23_loss: 15.3959 - output24_loss: 21.3961 - output25_loss: 27.7977 - output26_loss: 14.5490 - output27_loss: 28.5191 - output28_loss: 20.5345 - output29_loss: 26.7477 - output00_mean_squared_error: 12.3911 - output01_mean_squared_error: 13.3975 - output02_mean_squared_error: 21.4616 - output03_mean_squared_error: 32.1865 - output04_mean_squared_error: 25.8556 - output05_mean_squared_error: 18.4263 - output06_mean_squared_error: 19.7201 - output07_mean_squared_error: 21.8905 - output08_mean_squared_error: 14.1111 - output09_mean_squared_error: 19.1433 - output10_mean_squared_error: 19.0870 - output11_mean_squared_error: 20.7591 - output12_mean_squared_error: 16.6160 - output13_mean_squared_error: 25.1695 - output14_mean_squared_error: 17.7403 - output15_mean_squared_error: 27.6182 - output16_mean_squared_error: 20.7447 - output17_mean_squared_error: 21.6834 - output18_mean_squared_error: 14.1394 - output19_mean_squared_error: 10.4785 - output20_mean_squared_error: 11.9765 - output21_mean_squared_error: 29.5248 - output22_mean_squared_error: 22.2753 - output23_mean_squared_error: 15.3959 - output24_mean_squared_error: 21.3961 - output25_mean_squared_error: 27.7977 - output26_mean_squared_error: 14.5490 - output27_mean_squared_error: 28.5191 - output28_mean_squared_error: 20.5345 - output29_mean_squared_error: 26.7477 Epoch 1556/2000 121/121 [==============================] - 0s 976us/step - loss: 611.3040 - output00_loss: 12.3911 - output01_loss: 13.3961 - output02_loss: 21.4600 - output03_loss: 32.1859 - output04_loss: 25.8527 - output05_loss: 18.4261 - output06_loss: 19.7173 - output07_loss: 21.8882 - output08_loss: 14.1106 - output09_loss: 19.1430 - output10_loss: 19.0869 - output11_loss: 20.7591 - output12_loss: 16.6156 - output13_loss: 25.1679 - output14_loss: 17.7386 - output15_loss: 27.6161 - output16_loss: 20.7447 - output17_loss: 21.6822 - output18_loss: 14.1394 - output19_loss: 10.4768 - output20_loss: 11.9748 - output21_loss: 29.5241 - output22_loss: 22.2751 - output23_loss: 15.3958 - output24_loss: 21.3956 - output25_loss: 27.7976 - output26_loss: 14.5490 - output27_loss: 28.5184 - output28_loss: 20.5319 - output29_loss: 26.7435 - output00_mean_squared_error: 12.3911 - output01_mean_squared_error: 13.3961 - output02_mean_squared_error: 21.4600 - output03_mean_squared_error: 32.1859 - output04_mean_squared_error: 25.8527 - output05_mean_squared_error: 18.4261 - output06_mean_squared_error: 19.7173 - output07_mean_squared_error: 21.8882 - output08_mean_squared_error: 14.1106 - output09_mean_squared_error: 19.1430 - output10_mean_squared_error: 19.0869 - output11_mean_squared_error: 20.7591 - output12_mean_squared_error: 16.6156 - output13_mean_squared_error: 25.1679 - output14_mean_squared_error: 17.7386 - output15_mean_squared_error: 27.6161 - output16_mean_squared_error: 20.7447 - output17_mean_squared_error: 21.6822 - output18_mean_squared_error: 14.1394 - output19_mean_squared_error: 10.4768 - output20_mean_squared_error: 11.9748 - output21_mean_squared_error: 29.5241 - output22_mean_squared_error: 22.2751 - output23_mean_squared_error: 15.3958 - output24_mean_squared_error: 21.3956 - output25_mean_squared_error: 27.7976 - output26_mean_squared_error: 14.5490 - output27_mean_squared_error: 28.5184 - output28_mean_squared_error: 20.5319 - output29_mean_squared_error: 26.7435 Epoch 1557/2000 121/121 [==============================] - 0s 1ms/step - loss: 611.2718 - output00_loss: 12.3911 - output01_loss: 13.3947 - output02_loss: 21.4585 - output03_loss: 32.1853 - output04_loss: 25.8498 - output05_loss: 18.4260 - output06_loss: 19.7144 - output07_loss: 21.8859 - output08_loss: 14.1102 - output09_loss: 19.1427 - output10_loss: 19.0868 - output11_loss: 20.7591 - output12_loss: 16.6152 - output13_loss: 25.1663 - output14_loss: 17.7370 - output15_loss: 27.6140 - output16_loss: 20.7447 - output17_loss: 21.6810 - output18_loss: 14.1394 - output19_loss: 10.4751 - output20_loss: 11.9730 - output21_loss: 29.5234 - output22_loss: 22.2749 - output23_loss: 15.3958 - output24_loss: 21.3951 - output25_loss: 27.7974 - output26_loss: 14.5489 - output27_loss: 28.5177 - output28_loss: 20.5294 - output29_loss: 26.7393 - output00_mean_squared_error: 12.3911 - output01_mean_squared_error: 13.3947 - output02_mean_squared_error: 21.4585 - output03_mean_squared_error: 32.1853 - output04_mean_squared_error: 25.8498 - output05_mean_squared_error: 18.4260 - output06_mean_squared_error: 19.7144 - output07_mean_squared_error: 21.8859 - output08_mean_squared_error: 14.1102 - output09_mean_squared_error: 19.1427 - output10_mean_squared_error: 19.0868 - output11_mean_squared_error: 20.7591 - output12_mean_squared_error: 16.6152 - output13_mean_squared_error: 25.1663 - output14_mean_squared_error: 17.7370 - output15_mean_squared_error: 27.6140 - output16_mean_squared_error: 20.7447 - output17_mean_squared_error: 21.6810 - output18_mean_squared_error: 14.1394 - output19_mean_squared_error: 10.4751 - output20_mean_squared_error: 11.9730 - output21_mean_squared_error: 29.5234 - output22_mean_squared_error: 22.2749 - output23_mean_squared_error: 15.3958 - output24_mean_squared_error: 21.3951 - output25_mean_squared_error: 27.7974 - output26_mean_squared_error: 14.5489 - output27_mean_squared_error: 28.5177 - output28_mean_squared_error: 20.5294 - output29_mean_squared_error: 26.7393 Epoch 1558/2000 121/121 [==============================] - 0s 1ms/step - loss: 611.2397 - output00_loss: 12.3911 - output01_loss: 13.3932 - output02_loss: 21.4570 - output03_loss: 32.1846 - output04_loss: 25.8469 - output05_loss: 18.4258 - output06_loss: 19.7115 - output07_loss: 21.8836 - output08_loss: 14.1097 - output09_loss: 19.1424 - output10_loss: 19.0867 - output11_loss: 20.7591 - output12_loss: 16.6148 - output13_loss: 25.1647 - output14_loss: 17.7354 - output15_loss: 27.6120 - output16_loss: 20.7447 - output17_loss: 21.6798 - output18_loss: 14.1393 - output19_loss: 10.4734 - output20_loss: 11.9713 - output21_loss: 29.5227 - output22_loss: 22.2746 - output23_loss: 15.3957 - output24_loss: 21.3946 - output25_loss: 27.7972 - output26_loss: 14.5489 - output27_loss: 28.5170 - output28_loss: 20.5268 - output29_loss: 26.7350 - output00_mean_squared_error: 12.3911 - output01_mean_squared_error: 13.3932 - output02_mean_squared_error: 21.4570 - output03_mean_squared_error: 32.1846 - output04_mean_squared_error: 25.8469 - output05_mean_squared_error: 18.4258 - output06_mean_squared_error: 19.7115 - output07_mean_squared_error: 21.8836 - output08_mean_squared_error: 14.1097 - output09_mean_squared_error: 19.1424 - output10_mean_squared_error: 19.0867 - output11_mean_squared_error: 20.7591 - output12_mean_squared_error: 16.6148 - output13_mean_squared_error: 25.1647 - output14_mean_squared_error: 17.7354 - output15_mean_squared_error: 27.6120 - output16_mean_squared_error: 20.7447 - output17_mean_squared_error: 21.6798 - output18_mean_squared_error: 14.1393 - output19_mean_squared_error: 10.4734 - output20_mean_squared_error: 11.9713 - output21_mean_squared_error: 29.5227 - output22_mean_squared_error: 22.2746 - output23_mean_squared_error: 15.3957 - output24_mean_squared_error: 21.3946 - output25_mean_squared_error: 27.7972 - output26_mean_squared_error: 14.5489 - output27_mean_squared_error: 28.5170 - output28_mean_squared_error: 20.5268 - output29_mean_squared_error: 26.7350 Epoch 1559/2000 121/121 [==============================] - 0s 495us/step - loss: 611.2076 - output00_loss: 12.3911 - output01_loss: 13.3918 - output02_loss: 21.4554 - output03_loss: 32.1840 - output04_loss: 25.8440 - output05_loss: 18.4257 - output06_loss: 19.7087 - output07_loss: 21.8813 - output08_loss: 14.1092 - output09_loss: 19.1422 - output10_loss: 19.0866 - output11_loss: 20.7591 - output12_loss: 16.6144 - output13_loss: 25.1631 - output14_loss: 17.7338 - output15_loss: 27.6099 - output16_loss: 20.7447 - output17_loss: 21.6786 - output18_loss: 14.1393 - output19_loss: 10.4718 - output20_loss: 11.9695 - output21_loss: 29.5220 - output22_loss: 22.2744 - output23_loss: 15.3957 - output24_loss: 21.3941 - output25_loss: 27.7970 - output26_loss: 14.5489 - output27_loss: 28.5164 - output28_loss: 20.5243 - output29_loss: 26.7308 - output00_mean_squared_error: 12.3911 - output01_mean_squared_error: 13.3918 - output02_mean_squared_error: 21.4554 - output03_mean_squared_error: 32.1840 - output04_mean_squared_error: 25.8440 - output05_mean_squared_error: 18.4257 - output06_mean_squared_error: 19.7087 - output07_mean_squared_error: 21.8813 - output08_mean_squared_error: 14.1092 - output09_mean_squared_error: 19.1422 - output10_mean_squared_error: 19.0866 - output11_mean_squared_error: 20.7591 - output12_mean_squared_error: 16.6144 - output13_mean_squared_error: 25.1631 - output14_mean_squared_error: 17.7338 - output15_mean_squared_error: 27.6099 - output16_mean_squared_error: 20.7447 - output17_mean_squared_error: 21.6786 - output18_mean_squared_error: 14.1393 - output19_mean_squared_error: 10.4718 - output20_mean_squared_error: 11.9695 - output21_mean_squared_error: 29.5220 - output22_mean_squared_error: 22.2744 - output23_mean_squared_error: 15.3957 - output24_mean_squared_error: 21.3941 - output25_mean_squared_error: 27.7970 - output26_mean_squared_error: 14.5489 - output27_mean_squared_error: 28.5164 - output28_mean_squared_error: 20.5243 - output29_mean_squared_error: 26.7308 Epoch 1560/2000 121/121 [==============================] - 0s 861us/step - loss: 611.1756 - output00_loss: 12.3910 - output01_loss: 13.3904 - output02_loss: 21.4539 - output03_loss: 32.1834 - output04_loss: 25.8411 - output05_loss: 18.4255 - output06_loss: 19.7058 - output07_loss: 21.8790 - output08_loss: 14.1088 - output09_loss: 19.1419 - output10_loss: 19.0865 - output11_loss: 20.7591 - output12_loss: 16.6141 - output13_loss: 25.1615 - output14_loss: 17.7321 - output15_loss: 27.6078 - output16_loss: 20.7446 - output17_loss: 21.6774 - output18_loss: 14.1392 - output19_loss: 10.4701 - output20_loss: 11.9678 - output21_loss: 29.5213 - output22_loss: 22.2742 - output23_loss: 15.3956 - output24_loss: 21.3936 - output25_loss: 27.7969 - output26_loss: 14.5488 - output27_loss: 28.5157 - output28_loss: 20.5218 - output29_loss: 26.7266 - output00_mean_squared_error: 12.3910 - output01_mean_squared_error: 13.3904 - output02_mean_squared_error: 21.4539 - output03_mean_squared_error: 32.1834 - output04_mean_squared_error: 25.8411 - output05_mean_squared_error: 18.4255 - output06_mean_squared_error: 19.7058 - output07_mean_squared_error: 21.8790 - output08_mean_squared_error: 14.1088 - output09_mean_squared_error: 19.1419 - output10_mean_squared_error: 19.0865 - output11_mean_squared_error: 20.7591 - output12_mean_squared_error: 16.6141 - output13_mean_squared_error: 25.1615 - output14_mean_squared_error: 17.7321 - output15_mean_squared_error: 27.6078 - output16_mean_squared_error: 20.7446 - output17_mean_squared_error: 21.6774 - output18_mean_squared_error: 14.1392 - output19_mean_squared_error: 10.4701 - output20_mean_squared_error: 11.9678 - output21_mean_squared_error: 29.5213 - output22_mean_squared_error: 22.2742 - output23_mean_squared_error: 15.3956 - output24_mean_squared_error: 21.3936 - output25_mean_squared_error: 27.7969 - output26_mean_squared_error: 14.5488 - output27_mean_squared_error: 28.5157 - output28_mean_squared_error: 20.5218 - output29_mean_squared_error: 26.7266 Epoch 1561/2000 121/121 [==============================] - 0s 702us/step - loss: 611.1436 - output00_loss: 12.3910 - output01_loss: 13.3890 - output02_loss: 21.4524 - output03_loss: 32.1828 - output04_loss: 25.8382 - output05_loss: 18.4254 - output06_loss: 19.7030 - output07_loss: 21.8767 - output08_loss: 14.1083 - output09_loss: 19.1416 - output10_loss: 19.0864 - output11_loss: 20.7590 - output12_loss: 16.6137 - output13_loss: 25.1599 - output14_loss: 17.7305 - output15_loss: 27.6058 - output16_loss: 20.7446 - output17_loss: 21.6762 - output18_loss: 14.1392 - output19_loss: 10.4684 - output20_loss: 11.9660 - output21_loss: 29.5206 - output22_loss: 22.2740 - output23_loss: 15.3956 - output24_loss: 21.3931 - output25_loss: 27.7967 - output26_loss: 14.5488 - output27_loss: 28.5150 - output28_loss: 20.5193 - output29_loss: 26.7224 - output00_mean_squared_error: 12.3910 - output01_mean_squared_error: 13.3890 - output02_mean_squared_error: 21.4524 - output03_mean_squared_error: 32.1828 - output04_mean_squared_error: 25.8382 - output05_mean_squared_error: 18.4254 - output06_mean_squared_error: 19.7030 - output07_mean_squared_error: 21.8767 - output08_mean_squared_error: 14.1083 - output09_mean_squared_error: 19.1416 - output10_mean_squared_error: 19.0864 - output11_mean_squared_error: 20.7590 - output12_mean_squared_error: 16.6137 - output13_mean_squared_error: 25.1599 - output14_mean_squared_error: 17.7305 - output15_mean_squared_error: 27.6058 - output16_mean_squared_error: 20.7446 - output17_mean_squared_error: 21.6762 - output18_mean_squared_error: 14.1392 - output19_mean_squared_error: 10.4684 - output20_mean_squared_error: 11.9660 - output21_mean_squared_error: 29.5206 - output22_mean_squared_error: 22.2740 - output23_mean_squared_error: 15.3956 - output24_mean_squared_error: 21.3931 - output25_mean_squared_error: 27.7967 - output26_mean_squared_error: 14.5488 - output27_mean_squared_error: 28.5150 - output28_mean_squared_error: 20.5193 - output29_mean_squared_error: 26.7224 Epoch 1562/2000 121/121 [==============================] - 0s 979us/step - loss: 611.1118 - output00_loss: 12.3910 - output01_loss: 13.3876 - output02_loss: 21.4509 - output03_loss: 32.1821 - output04_loss: 25.8353 - output05_loss: 18.4252 - output06_loss: 19.7002 - output07_loss: 21.8744 - output08_loss: 14.1079 - output09_loss: 19.1413 - output10_loss: 19.0863 - output11_loss: 20.7590 - output12_loss: 16.6133 - output13_loss: 25.1584 - output14_loss: 17.7289 - output15_loss: 27.6037 - output16_loss: 20.7446 - output17_loss: 21.6751 - output18_loss: 14.1391 - output19_loss: 10.4668 - output20_loss: 11.9643 - output21_loss: 29.5199 - output22_loss: 22.2737 - output23_loss: 15.3955 - output24_loss: 21.3926 - output25_loss: 27.7965 - output26_loss: 14.5488 - output27_loss: 28.5143 - output28_loss: 20.5168 - output29_loss: 26.7182 - output00_mean_squared_error: 12.3910 - output01_mean_squared_error: 13.3876 - output02_mean_squared_error: 21.4509 - output03_mean_squared_error: 32.1821 - output04_mean_squared_error: 25.8353 - output05_mean_squared_error: 18.4252 - output06_mean_squared_error: 19.7002 - output07_mean_squared_error: 21.8744 - output08_mean_squared_error: 14.1079 - output09_mean_squared_error: 19.1413 - output10_mean_squared_error: 19.0863 - output11_mean_squared_error: 20.7590 - output12_mean_squared_error: 16.6133 - output13_mean_squared_error: 25.1584 - output14_mean_squared_error: 17.7289 - output15_mean_squared_error: 27.6037 - output16_mean_squared_error: 20.7446 - output17_mean_squared_error: 21.6751 - output18_mean_squared_error: 14.1391 - output19_mean_squared_error: 10.4668 - output20_mean_squared_error: 11.9643 - output21_mean_squared_error: 29.5199 - output22_mean_squared_error: 22.2737 - output23_mean_squared_error: 15.3955 - output24_mean_squared_error: 21.3926 - output25_mean_squared_error: 27.7965 - output26_mean_squared_error: 14.5488 - output27_mean_squared_error: 28.5143 - output28_mean_squared_error: 20.5168 - output29_mean_squared_error: 26.7182 Epoch 1563/2000 121/121 [==============================] - 0s 1ms/step - loss: 611.0799 - output00_loss: 12.3910 - output01_loss: 13.3862 - output02_loss: 21.4494 - output03_loss: 32.1815 - output04_loss: 25.8324 - output05_loss: 18.4251 - output06_loss: 19.6973 - output07_loss: 21.8722 - output08_loss: 14.1075 - output09_loss: 19.1410 - output10_loss: 19.0863 - output11_loss: 20.7590 - output12_loss: 16.6129 - output13_loss: 25.1568 - output14_loss: 17.7273 - output15_loss: 27.6016 - output16_loss: 20.7446 - output17_loss: 21.6739 - output18_loss: 14.1391 - output19_loss: 10.4651 - output20_loss: 11.9625 - output21_loss: 29.5192 - output22_loss: 22.2735 - output23_loss: 15.3955 - output24_loss: 21.3921 - output25_loss: 27.7964 - output26_loss: 14.5487 - output27_loss: 28.5137 - output28_loss: 20.5142 - output29_loss: 26.7140 - output00_mean_squared_error: 12.3910 - output01_mean_squared_error: 13.3862 - output02_mean_squared_error: 21.4494 - output03_mean_squared_error: 32.1815 - output04_mean_squared_error: 25.8324 - output05_mean_squared_error: 18.4251 - output06_mean_squared_error: 19.6973 - output07_mean_squared_error: 21.8722 - output08_mean_squared_error: 14.1075 - output09_mean_squared_error: 19.1410 - output10_mean_squared_error: 19.0863 - output11_mean_squared_error: 20.7590 - output12_mean_squared_error: 16.6129 - output13_mean_squared_error: 25.1568 - output14_mean_squared_error: 17.7273 - output15_mean_squared_error: 27.6016 - output16_mean_squared_error: 20.7446 - output17_mean_squared_error: 21.6739 - output18_mean_squared_error: 14.1391 - output19_mean_squared_error: 10.4651 - output20_mean_squared_error: 11.9625 - output21_mean_squared_error: 29.5192 - output22_mean_squared_error: 22.2735 - output23_mean_squared_error: 15.3955 - output24_mean_squared_error: 21.3921 - output25_mean_squared_error: 27.7964 - output26_mean_squared_error: 14.5487 - output27_mean_squared_error: 28.5137 - output28_mean_squared_error: 20.5142 - output29_mean_squared_error: 26.7140 Epoch 1564/2000 121/121 [==============================] - 0s 634us/step - loss: 611.0481 - output00_loss: 12.3910 - output01_loss: 13.3848 - output02_loss: 21.4479 - output03_loss: 32.1809 - output04_loss: 25.8296 - output05_loss: 18.4249 - output06_loss: 19.6945 - output07_loss: 21.8699 - output08_loss: 14.1070 - output09_loss: 19.1408 - output10_loss: 19.0862 - output11_loss: 20.7590 - output12_loss: 16.6125 - output13_loss: 25.1552 - output14_loss: 17.7257 - output15_loss: 27.5996 - output16_loss: 20.7445 - output17_loss: 21.6727 - output18_loss: 14.1390 - output19_loss: 10.4634 - output20_loss: 11.9608 - output21_loss: 29.5185 - output22_loss: 22.2733 - output23_loss: 15.3954 - output24_loss: 21.3916 - output25_loss: 27.7962 - output26_loss: 14.5487 - output27_loss: 28.5130 - output28_loss: 20.5117 - output29_loss: 26.7098 - output00_mean_squared_error: 12.3910 - output01_mean_squared_error: 13.3848 - output02_mean_squared_error: 21.4479 - output03_mean_squared_error: 32.1809 - output04_mean_squared_error: 25.8296 - output05_mean_squared_error: 18.4249 - output06_mean_squared_error: 19.6945 - output07_mean_squared_error: 21.8699 - output08_mean_squared_error: 14.1070 - output09_mean_squared_error: 19.1408 - output10_mean_squared_error: 19.0862 - output11_mean_squared_error: 20.7590 - output12_mean_squared_error: 16.6125 - output13_mean_squared_error: 25.1552 - output14_mean_squared_error: 17.7257 - output15_mean_squared_error: 27.5996 - output16_mean_squared_error: 20.7445 - output17_mean_squared_error: 21.6727 - output18_mean_squared_error: 14.1390 - output19_mean_squared_error: 10.4634 - output20_mean_squared_error: 11.9608 - output21_mean_squared_error: 29.5185 - output22_mean_squared_error: 22.2733 - output23_mean_squared_error: 15.3954 - output24_mean_squared_error: 21.3916 - output25_mean_squared_error: 27.7962 - output26_mean_squared_error: 14.5487 - output27_mean_squared_error: 28.5130 - output28_mean_squared_error: 20.5117 - output29_mean_squared_error: 26.7098 Epoch 1565/2000 121/121 [==============================] - 0s 997us/step - loss: 611.0164 - output00_loss: 12.3910 - output01_loss: 13.3833 - output02_loss: 21.4463 - output03_loss: 32.1803 - output04_loss: 25.8267 - output05_loss: 18.4248 - output06_loss: 19.6917 - output07_loss: 21.8676 - output08_loss: 14.1066 - output09_loss: 19.1405 - output10_loss: 19.0861 - output11_loss: 20.7590 - output12_loss: 16.6122 - output13_loss: 25.1536 - output14_loss: 17.7241 - output15_loss: 27.5975 - output16_loss: 20.7445 - output17_loss: 21.6715 - output18_loss: 14.1390 - output19_loss: 10.4618 - output20_loss: 11.9591 - output21_loss: 29.5178 - output22_loss: 22.2731 - output23_loss: 15.3954 - output24_loss: 21.3911 - output25_loss: 27.7960 - output26_loss: 14.5486 - output27_loss: 28.5123 - output28_loss: 20.5092 - output29_loss: 26.7057 - output00_mean_squared_error: 12.3910 - output01_mean_squared_error: 13.3833 - output02_mean_squared_error: 21.4463 - output03_mean_squared_error: 32.1803 - output04_mean_squared_error: 25.8267 - output05_mean_squared_error: 18.4248 - output06_mean_squared_error: 19.6917 - output07_mean_squared_error: 21.8676 - output08_mean_squared_error: 14.1066 - output09_mean_squared_error: 19.1405 - output10_mean_squared_error: 19.0861 - output11_mean_squared_error: 20.7590 - output12_mean_squared_error: 16.6122 - output13_mean_squared_error: 25.1536 - output14_mean_squared_error: 17.7241 - output15_mean_squared_error: 27.5975 - output16_mean_squared_error: 20.7445 - output17_mean_squared_error: 21.6715 - output18_mean_squared_error: 14.1390 - output19_mean_squared_error: 10.4618 - output20_mean_squared_error: 11.9591 - output21_mean_squared_error: 29.5178 - output22_mean_squared_error: 22.2731 - output23_mean_squared_error: 15.3954 - output24_mean_squared_error: 21.3911 - output25_mean_squared_error: 27.7960 - output26_mean_squared_error: 14.5486 - output27_mean_squared_error: 28.5123 - output28_mean_squared_error: 20.5092 - output29_mean_squared_error: 26.7057 Epoch 1566/2000 121/121 [==============================] - 0s 908us/step - loss: 610.9847 - output00_loss: 12.3909 - output01_loss: 13.3819 - output02_loss: 21.4448 - output03_loss: 32.1797 - output04_loss: 25.8238 - output05_loss: 18.4246 - output06_loss: 19.6889 - output07_loss: 21.8654 - output08_loss: 14.1061 - output09_loss: 19.1402 - output10_loss: 19.0860 - output11_loss: 20.7590 - output12_loss: 16.6118 - output13_loss: 25.1521 - output14_loss: 17.7225 - output15_loss: 27.5955 - output16_loss: 20.7445 - output17_loss: 21.6703 - output18_loss: 14.1389 - output19_loss: 10.4601 - output20_loss: 11.9573 - output21_loss: 29.5171 - output22_loss: 22.2728 - output23_loss: 15.3953 - output24_loss: 21.3906 - output25_loss: 27.7959 - output26_loss: 14.5486 - output27_loss: 28.5117 - output28_loss: 20.5067 - output29_loss: 26.7015 - output00_mean_squared_error: 12.3909 - output01_mean_squared_error: 13.3819 - output02_mean_squared_error: 21.4448 - output03_mean_squared_error: 32.1797 - output04_mean_squared_error: 25.8238 - output05_mean_squared_error: 18.4246 - output06_mean_squared_error: 19.6889 - output07_mean_squared_error: 21.8654 - output08_mean_squared_error: 14.1061 - output09_mean_squared_error: 19.1402 - output10_mean_squared_error: 19.0860 - output11_mean_squared_error: 20.7590 - output12_mean_squared_error: 16.6118 - output13_mean_squared_error: 25.1521 - output14_mean_squared_error: 17.7225 - output15_mean_squared_error: 27.5955 - output16_mean_squared_error: 20.7445 - output17_mean_squared_error: 21.6703 - output18_mean_squared_error: 14.1389 - output19_mean_squared_error: 10.4601 - output20_mean_squared_error: 11.9573 - output21_mean_squared_error: 29.5171 - output22_mean_squared_error: 22.2728 - output23_mean_squared_error: 15.3953 - output24_mean_squared_error: 21.3906 - output25_mean_squared_error: 27.7959 - output26_mean_squared_error: 14.5486 - output27_mean_squared_error: 28.5117 - output28_mean_squared_error: 20.5067 - output29_mean_squared_error: 26.7015 Epoch 1567/2000 121/121 [==============================] - 0s 1ms/step - loss: 610.9531 - output00_loss: 12.3909 - output01_loss: 13.3805 - output02_loss: 21.4433 - output03_loss: 32.1791 - output04_loss: 25.8210 - output05_loss: 18.4245 - output06_loss: 19.6861 - output07_loss: 21.8631 - output08_loss: 14.1057 - output09_loss: 19.1400 - output10_loss: 19.0859 - output11_loss: 20.7589 - output12_loss: 16.6114 - output13_loss: 25.1505 - output14_loss: 17.7209 - output15_loss: 27.5935 - output16_loss: 20.7445 - output17_loss: 21.6692 - output18_loss: 14.1389 - output19_loss: 10.4584 - output20_loss: 11.9556 - output21_loss: 29.5165 - output22_loss: 22.2726 - output23_loss: 15.3953 - output24_loss: 21.3901 - output25_loss: 27.7957 - output26_loss: 14.5486 - output27_loss: 28.5110 - output28_loss: 20.5042 - output29_loss: 26.6973 - output00_mean_squared_error: 12.3909 - output01_mean_squared_error: 13.3805 - output02_mean_squared_error: 21.4433 - output03_mean_squared_error: 32.1791 - output04_mean_squared_error: 25.8210 - output05_mean_squared_error: 18.4245 - output06_mean_squared_error: 19.6861 - output07_mean_squared_error: 21.8631 - output08_mean_squared_error: 14.1057 - output09_mean_squared_error: 19.1400 - output10_mean_squared_error: 19.0859 - output11_mean_squared_error: 20.7589 - output12_mean_squared_error: 16.6114 - output13_mean_squared_error: 25.1505 - output14_mean_squared_error: 17.7209 - output15_mean_squared_error: 27.5935 - output16_mean_squared_error: 20.7445 - output17_mean_squared_error: 21.6692 - output18_mean_squared_error: 14.1389 - output19_mean_squared_error: 10.4584 - output20_mean_squared_error: 11.9556 - output21_mean_squared_error: 29.5165 - output22_mean_squared_error: 22.2726 - output23_mean_squared_error: 15.3953 - output24_mean_squared_error: 21.3901 - output25_mean_squared_error: 27.7957 - output26_mean_squared_error: 14.5486 - output27_mean_squared_error: 28.5110 - output28_mean_squared_error: 20.5042 - output29_mean_squared_error: 26.6973 Epoch 1568/2000 121/121 [==============================] - 0s 734us/step - loss: 610.9216 - output00_loss: 12.3909 - output01_loss: 13.3791 - output02_loss: 21.4418 - output03_loss: 32.1784 - output04_loss: 25.8181 - output05_loss: 18.4243 - output06_loss: 19.6832 - output07_loss: 21.8609 - output08_loss: 14.1052 - output09_loss: 19.1397 - output10_loss: 19.0858 - output11_loss: 20.7589 - output12_loss: 16.6110 - output13_loss: 25.1490 - output14_loss: 17.7193 - output15_loss: 27.5914 - output16_loss: 20.7444 - output17_loss: 21.6680 - output18_loss: 14.1388 - output19_loss: 10.4568 - output20_loss: 11.9539 - output21_loss: 29.5158 - output22_loss: 22.2724 - output23_loss: 15.3952 - output24_loss: 21.3896 - output25_loss: 27.7955 - output26_loss: 14.5485 - output27_loss: 28.5103 - output28_loss: 20.5017 - output29_loss: 26.6932 - output00_mean_squared_error: 12.3909 - output01_mean_squared_error: 13.3791 - output02_mean_squared_error: 21.4418 - output03_mean_squared_error: 32.1784 - output04_mean_squared_error: 25.8181 - output05_mean_squared_error: 18.4243 - output06_mean_squared_error: 19.6832 - output07_mean_squared_error: 21.8609 - output08_mean_squared_error: 14.1052 - output09_mean_squared_error: 19.1397 - output10_mean_squared_error: 19.0858 - output11_mean_squared_error: 20.7589 - output12_mean_squared_error: 16.6110 - output13_mean_squared_error: 25.1490 - output14_mean_squared_error: 17.7193 - output15_mean_squared_error: 27.5914 - output16_mean_squared_error: 20.7444 - output17_mean_squared_error: 21.6680 - output18_mean_squared_error: 14.1388 - output19_mean_squared_error: 10.4568 - output20_mean_squared_error: 11.9539 - output21_mean_squared_error: 29.5158 - output22_mean_squared_error: 22.2724 - output23_mean_squared_error: 15.3952 - output24_mean_squared_error: 21.3896 - output25_mean_squared_error: 27.7955 - output26_mean_squared_error: 14.5485 - output27_mean_squared_error: 28.5103 - output28_mean_squared_error: 20.5017 - output29_mean_squared_error: 26.6932 Epoch 1569/2000 121/121 [==============================] - 0s 1ms/step - loss: 610.8901 - output00_loss: 12.3909 - output01_loss: 13.3777 - output02_loss: 21.4403 - output03_loss: 32.1778 - output04_loss: 25.8153 - output05_loss: 18.4242 - output06_loss: 19.6804 - output07_loss: 21.8586 - output08_loss: 14.1048 - output09_loss: 19.1394 - output10_loss: 19.0857 - output11_loss: 20.7589 - output12_loss: 16.6107 - output13_loss: 25.1474 - output14_loss: 17.7178 - output15_loss: 27.5894 - output16_loss: 20.7444 - output17_loss: 21.6668 - output18_loss: 14.1388 - output19_loss: 10.4551 - output20_loss: 11.9522 - output21_loss: 29.5151 - output22_loss: 22.2722 - output23_loss: 15.3952 - output24_loss: 21.3891 - output25_loss: 27.7954 - output26_loss: 14.5485 - output27_loss: 28.5097 - output28_loss: 20.4993 - output29_loss: 26.6890 - output00_mean_squared_error: 12.3909 - output01_mean_squared_error: 13.3777 - output02_mean_squared_error: 21.4403 - output03_mean_squared_error: 32.1778 - output04_mean_squared_error: 25.8153 - output05_mean_squared_error: 18.4242 - output06_mean_squared_error: 19.6804 - output07_mean_squared_error: 21.8586 - output08_mean_squared_error: 14.1048 - output09_mean_squared_error: 19.1394 - output10_mean_squared_error: 19.0857 - output11_mean_squared_error: 20.7589 - output12_mean_squared_error: 16.6107 - output13_mean_squared_error: 25.1474 - output14_mean_squared_error: 17.7178 - output15_mean_squared_error: 27.5894 - output16_mean_squared_error: 20.7444 - output17_mean_squared_error: 21.6668 - output18_mean_squared_error: 14.1388 - output19_mean_squared_error: 10.4551 - output20_mean_squared_error: 11.9522 - output21_mean_squared_error: 29.5151 - output22_mean_squared_error: 22.2722 - output23_mean_squared_error: 15.3952 - output24_mean_squared_error: 21.3891 - output25_mean_squared_error: 27.7954 - output26_mean_squared_error: 14.5485 - output27_mean_squared_error: 28.5097 - output28_mean_squared_error: 20.4993 - output29_mean_squared_error: 26.6890 Epoch 1570/2000 121/121 [==============================] - 0s 1ms/step - loss: 610.8585 - output00_loss: 12.3909 - output01_loss: 13.3763 - output02_loss: 21.4388 - output03_loss: 32.1772 - output04_loss: 25.8124 - output05_loss: 18.4241 - output06_loss: 19.6776 - output07_loss: 21.8564 - output08_loss: 14.1044 - output09_loss: 19.1391 - output10_loss: 19.0856 - output11_loss: 20.7589 - output12_loss: 16.6103 - output13_loss: 25.1459 - output14_loss: 17.7162 - output15_loss: 27.5873 - output16_loss: 20.7444 - output17_loss: 21.6657 - output18_loss: 14.1388 - output19_loss: 10.4535 - output20_loss: 11.9505 - output21_loss: 29.5144 - output22_loss: 22.2720 - output23_loss: 15.3951 - output24_loss: 21.3886 - output25_loss: 27.7952 - output26_loss: 14.5485 - output27_loss: 28.5090 - output28_loss: 20.4968 - output29_loss: 26.6848 - output00_mean_squared_error: 12.3909 - output01_mean_squared_error: 13.3763 - output02_mean_squared_error: 21.4388 - output03_mean_squared_error: 32.1772 - output04_mean_squared_error: 25.8124 - output05_mean_squared_error: 18.4241 - output06_mean_squared_error: 19.6776 - output07_mean_squared_error: 21.8564 - output08_mean_squared_error: 14.1044 - output09_mean_squared_error: 19.1391 - output10_mean_squared_error: 19.0856 - output11_mean_squared_error: 20.7589 - output12_mean_squared_error: 16.6103 - output13_mean_squared_error: 25.1459 - output14_mean_squared_error: 17.7162 - output15_mean_squared_error: 27.5873 - output16_mean_squared_error: 20.7444 - output17_mean_squared_error: 21.6657 - output18_mean_squared_error: 14.1388 - output19_mean_squared_error: 10.4535 - output20_mean_squared_error: 11.9505 - output21_mean_squared_error: 29.5144 - output22_mean_squared_error: 22.2720 - output23_mean_squared_error: 15.3951 - output24_mean_squared_error: 21.3886 - output25_mean_squared_error: 27.7952 - output26_mean_squared_error: 14.5485 - output27_mean_squared_error: 28.5090 - output28_mean_squared_error: 20.4968 - output29_mean_squared_error: 26.6848 Epoch 1571/2000 121/121 [==============================] - 0s 748us/step - loss: 610.8273 - output00_loss: 12.3909 - output01_loss: 13.3749 - output02_loss: 21.4373 - output03_loss: 32.1766 - output04_loss: 25.8096 - output05_loss: 18.4239 - output06_loss: 19.6748 - output07_loss: 21.8542 - output08_loss: 14.1039 - output09_loss: 19.1389 - output10_loss: 19.0855 - output11_loss: 20.7589 - output12_loss: 16.6099 - output13_loss: 25.1443 - output14_loss: 17.7146 - output15_loss: 27.5853 - output16_loss: 20.7444 - output17_loss: 21.6645 - output18_loss: 14.1387 - output19_loss: 10.4518 - output20_loss: 11.9487 - output21_loss: 29.5137 - output22_loss: 22.2718 - output23_loss: 15.3951 - output24_loss: 21.3881 - output25_loss: 27.7951 - output26_loss: 14.5484 - output27_loss: 28.5084 - output28_loss: 20.4943 - output29_loss: 26.6807 - output00_mean_squared_error: 12.3909 - output01_mean_squared_error: 13.3749 - output02_mean_squared_error: 21.4373 - output03_mean_squared_error: 32.1766 - output04_mean_squared_error: 25.8096 - output05_mean_squared_error: 18.4239 - output06_mean_squared_error: 19.6748 - output07_mean_squared_error: 21.8542 - output08_mean_squared_error: 14.1039 - output09_mean_squared_error: 19.1389 - output10_mean_squared_error: 19.0855 - output11_mean_squared_error: 20.7589 - output12_mean_squared_error: 16.6099 - output13_mean_squared_error: 25.1443 - output14_mean_squared_error: 17.7146 - output15_mean_squared_error: 27.5853 - output16_mean_squared_error: 20.7444 - output17_mean_squared_error: 21.6645 - output18_mean_squared_error: 14.1387 - output19_mean_squared_error: 10.4518 - output20_mean_squared_error: 11.9487 - output21_mean_squared_error: 29.5137 - output22_mean_squared_error: 22.2718 - output23_mean_squared_error: 15.3951 - output24_mean_squared_error: 21.3881 - output25_mean_squared_error: 27.7951 - output26_mean_squared_error: 14.5484 - output27_mean_squared_error: 28.5084 - output28_mean_squared_error: 20.4943 - output29_mean_squared_error: 26.6807 Epoch 1572/2000 121/121 [==============================] - 0s 988us/step - loss: 610.7960 - output00_loss: 12.3908 - output01_loss: 13.3735 - output02_loss: 21.4359 - output03_loss: 32.1760 - output04_loss: 25.8068 - output05_loss: 18.4238 - output06_loss: 19.6720 - output07_loss: 21.8519 - output08_loss: 14.1035 - output09_loss: 19.1386 - output10_loss: 19.0854 - output11_loss: 20.7589 - output12_loss: 16.6096 - output13_loss: 25.1428 - output14_loss: 17.7130 - output15_loss: 27.5833 - output16_loss: 20.7444 - output17_loss: 21.6633 - output18_loss: 14.1387 - output19_loss: 10.4502 - output20_loss: 11.9470 - output21_loss: 29.5131 - output22_loss: 22.2715 - output23_loss: 15.3951 - output24_loss: 21.3876 - output25_loss: 27.7949 - output26_loss: 14.5484 - output27_loss: 28.5077 - output28_loss: 20.4918 - output29_loss: 26.6766 - output00_mean_squared_error: 12.3908 - output01_mean_squared_error: 13.3735 - output02_mean_squared_error: 21.4359 - output03_mean_squared_error: 32.1760 - output04_mean_squared_error: 25.8068 - output05_mean_squared_error: 18.4238 - output06_mean_squared_error: 19.6720 - output07_mean_squared_error: 21.8519 - output08_mean_squared_error: 14.1035 - output09_mean_squared_error: 19.1386 - output10_mean_squared_error: 19.0854 - output11_mean_squared_error: 20.7589 - output12_mean_squared_error: 16.6096 - output13_mean_squared_error: 25.1428 - output14_mean_squared_error: 17.7130 - output15_mean_squared_error: 27.5833 - output16_mean_squared_error: 20.7444 - output17_mean_squared_error: 21.6633 - output18_mean_squared_error: 14.1387 - output19_mean_squared_error: 10.4502 - output20_mean_squared_error: 11.9470 - output21_mean_squared_error: 29.5131 - output22_mean_squared_error: 22.2715 - output23_mean_squared_error: 15.3951 - output24_mean_squared_error: 21.3876 - output25_mean_squared_error: 27.7949 - output26_mean_squared_error: 14.5484 - output27_mean_squared_error: 28.5077 - output28_mean_squared_error: 20.4918 - output29_mean_squared_error: 26.6766 Epoch 1573/2000 121/121 [==============================] - 0s 1ms/step - loss: 610.7647 - output00_loss: 12.3908 - output01_loss: 13.3722 - output02_loss: 21.4344 - output03_loss: 32.1754 - output04_loss: 25.8039 - output05_loss: 18.4236 - output06_loss: 19.6693 - output07_loss: 21.8497 - output08_loss: 14.1030 - output09_loss: 19.1383 - output10_loss: 19.0853 - output11_loss: 20.7588 - output12_loss: 16.6092 - output13_loss: 25.1412 - output14_loss: 17.7114 - output15_loss: 27.5813 - output16_loss: 20.7443 - output17_loss: 21.6622 - output18_loss: 14.1386 - output19_loss: 10.4485 - output20_loss: 11.9453 - output21_loss: 29.5124 - output22_loss: 22.2713 - output23_loss: 15.3950 - output24_loss: 21.3871 - output25_loss: 27.7947 - output26_loss: 14.5484 - output27_loss: 28.5071 - output28_loss: 20.4893 - output29_loss: 26.6724 - output00_mean_squared_error: 12.3908 - output01_mean_squared_error: 13.3722 - output02_mean_squared_error: 21.4344 - output03_mean_squared_error: 32.1754 - output04_mean_squared_error: 25.8039 - output05_mean_squared_error: 18.4236 - output06_mean_squared_error: 19.6693 - output07_mean_squared_error: 21.8497 - output08_mean_squared_error: 14.1030 - output09_mean_squared_error: 19.1383 - output10_mean_squared_error: 19.0853 - output11_mean_squared_error: 20.7588 - output12_mean_squared_error: 16.6092 - output13_mean_squared_error: 25.1412 - output14_mean_squared_error: 17.7114 - output15_mean_squared_error: 27.5813 - output16_mean_squared_error: 20.7443 - output17_mean_squared_error: 21.6622 - output18_mean_squared_error: 14.1386 - output19_mean_squared_error: 10.4485 - output20_mean_squared_error: 11.9453 - output21_mean_squared_error: 29.5124 - output22_mean_squared_error: 22.2713 - output23_mean_squared_error: 15.3950 - output24_mean_squared_error: 21.3871 - output25_mean_squared_error: 27.7947 - output26_mean_squared_error: 14.5484 - output27_mean_squared_error: 28.5071 - output28_mean_squared_error: 20.4893 - output29_mean_squared_error: 26.6724 Epoch 1574/2000 121/121 [==============================] - 0s 722us/step - loss: 610.7335 - output00_loss: 12.3908 - output01_loss: 13.3708 - output02_loss: 21.4329 - output03_loss: 32.1748 - output04_loss: 25.8011 - output05_loss: 18.4235 - output06_loss: 19.6665 - output07_loss: 21.8475 - output08_loss: 14.1026 - output09_loss: 19.1381 - output10_loss: 19.0852 - output11_loss: 20.7588 - output12_loss: 16.6088 - output13_loss: 25.1397 - output14_loss: 17.7099 - output15_loss: 27.5792 - output16_loss: 20.7443 - output17_loss: 21.6610 - output18_loss: 14.1386 - output19_loss: 10.4469 - output20_loss: 11.9436 - output21_loss: 29.5117 - output22_loss: 22.2711 - output23_loss: 15.3950 - output24_loss: 21.3866 - output25_loss: 27.7946 - output26_loss: 14.5483 - output27_loss: 28.5064 - output28_loss: 20.4869 - output29_loss: 26.6683 - output00_mean_squared_error: 12.3908 - output01_mean_squared_error: 13.3708 - output02_mean_squared_error: 21.4329 - output03_mean_squared_error: 32.1748 - output04_mean_squared_error: 25.8011 - output05_mean_squared_error: 18.4235 - output06_mean_squared_error: 19.6665 - output07_mean_squared_error: 21.8475 - output08_mean_squared_error: 14.1026 - output09_mean_squared_error: 19.1381 - output10_mean_squared_error: 19.0852 - output11_mean_squared_error: 20.7588 - output12_mean_squared_error: 16.6088 - output13_mean_squared_error: 25.1397 - output14_mean_squared_error: 17.7099 - output15_mean_squared_error: 27.5792 - output16_mean_squared_error: 20.7443 - output17_mean_squared_error: 21.6610 - output18_mean_squared_error: 14.1386 - output19_mean_squared_error: 10.4469 - output20_mean_squared_error: 11.9436 - output21_mean_squared_error: 29.5117 - output22_mean_squared_error: 22.2711 - output23_mean_squared_error: 15.3950 - output24_mean_squared_error: 21.3866 - output25_mean_squared_error: 27.7946 - output26_mean_squared_error: 14.5483 - output27_mean_squared_error: 28.5064 - output28_mean_squared_error: 20.4869 - output29_mean_squared_error: 26.6683 Epoch 1575/2000 121/121 [==============================] - 0s 499us/step - loss: 610.7025 - output00_loss: 12.3908 - output01_loss: 13.3694 - output02_loss: 21.4314 - output03_loss: 32.1742 - output04_loss: 25.7983 - output05_loss: 18.4233 - output06_loss: 19.6637 - output07_loss: 21.8453 - output08_loss: 14.1022 - output09_loss: 19.1378 - output10_loss: 19.0851 - output11_loss: 20.7588 - output12_loss: 16.6085 - output13_loss: 25.1381 - output14_loss: 17.7083 - output15_loss: 27.5772 - output16_loss: 20.7443 - output17_loss: 21.6599 - output18_loss: 14.1385 - output19_loss: 10.4452 - output20_loss: 11.9419 - output21_loss: 29.5110 - output22_loss: 22.2709 - output23_loss: 15.3949 - output24_loss: 21.3862 - output25_loss: 27.7944 - output26_loss: 14.5483 - output27_loss: 28.5058 - output28_loss: 20.4844 - output29_loss: 26.6642 - output00_mean_squared_error: 12.3908 - output01_mean_squared_error: 13.3694 - output02_mean_squared_error: 21.4314 - output03_mean_squared_error: 32.1742 - output04_mean_squared_error: 25.7983 - output05_mean_squared_error: 18.4233 - output06_mean_squared_error: 19.6637 - output07_mean_squared_error: 21.8453 - output08_mean_squared_error: 14.1022 - output09_mean_squared_error: 19.1378 - output10_mean_squared_error: 19.0851 - output11_mean_squared_error: 20.7588 - output12_mean_squared_error: 16.6085 - output13_mean_squared_error: 25.1381 - output14_mean_squared_error: 17.7083 - output15_mean_squared_error: 27.5772 - output16_mean_squared_error: 20.7443 - output17_mean_squared_error: 21.6599 - output18_mean_squared_error: 14.1385 - output19_mean_squared_error: 10.4452 - output20_mean_squared_error: 11.9419 - output21_mean_squared_error: 29.5110 - output22_mean_squared_error: 22.2709 - output23_mean_squared_error: 15.3949 - output24_mean_squared_error: 21.3862 - output25_mean_squared_error: 27.7944 - output26_mean_squared_error: 14.5483 - output27_mean_squared_error: 28.5058 - output28_mean_squared_error: 20.4844 - output29_mean_squared_error: 26.6642 Epoch 1576/2000 121/121 [==============================] - 0s 529us/step - loss: 610.6712 - output00_loss: 12.3908 - output01_loss: 13.3680 - output02_loss: 21.4299 - output03_loss: 32.1736 - output04_loss: 25.7955 - output05_loss: 18.4232 - output06_loss: 19.6609 - output07_loss: 21.8430 - output08_loss: 14.1018 - output09_loss: 19.1375 - output10_loss: 19.0850 - output11_loss: 20.7588 - output12_loss: 16.6081 - output13_loss: 25.1366 - output14_loss: 17.7067 - output15_loss: 27.5752 - output16_loss: 20.7443 - output17_loss: 21.6587 - output18_loss: 14.1385 - output19_loss: 10.4436 - output20_loss: 11.9402 - output21_loss: 29.5104 - output22_loss: 22.2707 - output23_loss: 15.3949 - output24_loss: 21.3857 - output25_loss: 27.7943 - output26_loss: 14.5482 - output27_loss: 28.5051 - output28_loss: 20.4820 - output29_loss: 26.6601 - output00_mean_squared_error: 12.3908 - output01_mean_squared_error: 13.3680 - output02_mean_squared_error: 21.4299 - output03_mean_squared_error: 32.1736 - output04_mean_squared_error: 25.7955 - output05_mean_squared_error: 18.4232 - output06_mean_squared_error: 19.6609 - output07_mean_squared_error: 21.8430 - output08_mean_squared_error: 14.1018 - output09_mean_squared_error: 19.1375 - output10_mean_squared_error: 19.0850 - output11_mean_squared_error: 20.7588 - output12_mean_squared_error: 16.6081 - output13_mean_squared_error: 25.1366 - output14_mean_squared_error: 17.7067 - output15_mean_squared_error: 27.5752 - output16_mean_squared_error: 20.7443 - output17_mean_squared_error: 21.6587 - output18_mean_squared_error: 14.1385 - output19_mean_squared_error: 10.4436 - output20_mean_squared_error: 11.9402 - output21_mean_squared_error: 29.5104 - output22_mean_squared_error: 22.2707 - output23_mean_squared_error: 15.3949 - output24_mean_squared_error: 21.3857 - output25_mean_squared_error: 27.7943 - output26_mean_squared_error: 14.5482 - output27_mean_squared_error: 28.5051 - output28_mean_squared_error: 20.4820 - output29_mean_squared_error: 26.6601 Epoch 1577/2000 121/121 [==============================] - 0s 1ms/step - loss: 610.6403 - output00_loss: 12.3907 - output01_loss: 13.3666 - output02_loss: 21.4285 - output03_loss: 32.1731 - output04_loss: 25.7926 - output05_loss: 18.4231 - output06_loss: 19.6582 - output07_loss: 21.8408 - output08_loss: 14.1013 - output09_loss: 19.1373 - output10_loss: 19.0849 - output11_loss: 20.7588 - output12_loss: 16.6077 - output13_loss: 25.1351 - output14_loss: 17.7052 - output15_loss: 27.5732 - output16_loss: 20.7442 - output17_loss: 21.6576 - output18_loss: 14.1385 - output19_loss: 10.4420 - output20_loss: 11.9385 - output21_loss: 29.5097 - output22_loss: 22.2705 - output23_loss: 15.3948 - output24_loss: 21.3852 - output25_loss: 27.7941 - output26_loss: 14.5482 - output27_loss: 28.5045 - output28_loss: 20.4795 - output29_loss: 26.6559 - output00_mean_squared_error: 12.3907 - output01_mean_squared_error: 13.3666 - output02_mean_squared_error: 21.4285 - output03_mean_squared_error: 32.1731 - output04_mean_squared_error: 25.7926 - output05_mean_squared_error: 18.4231 - output06_mean_squared_error: 19.6582 - output07_mean_squared_error: 21.8408 - output08_mean_squared_error: 14.1013 - output09_mean_squared_error: 19.1373 - output10_mean_squared_error: 19.0849 - output11_mean_squared_error: 20.7588 - output12_mean_squared_error: 16.6077 - output13_mean_squared_error: 25.1351 - output14_mean_squared_error: 17.7052 - output15_mean_squared_error: 27.5732 - output16_mean_squared_error: 20.7442 - output17_mean_squared_error: 21.6576 - output18_mean_squared_error: 14.1385 - output19_mean_squared_error: 10.4420 - output20_mean_squared_error: 11.9385 - output21_mean_squared_error: 29.5097 - output22_mean_squared_error: 22.2705 - output23_mean_squared_error: 15.3948 - output24_mean_squared_error: 21.3852 - output25_mean_squared_error: 27.7941 - output26_mean_squared_error: 14.5482 - output27_mean_squared_error: 28.5045 - output28_mean_squared_error: 20.4795 - output29_mean_squared_error: 26.6559 Epoch 1578/2000 121/121 [==============================] - 0s 1ms/step - loss: 610.6094 - output00_loss: 12.3907 - output01_loss: 13.3652 - output02_loss: 21.4270 - output03_loss: 32.1725 - output04_loss: 25.7898 - output05_loss: 18.4229 - output06_loss: 19.6554 - output07_loss: 21.8386 - output08_loss: 14.1009 - output09_loss: 19.1370 - output10_loss: 19.0849 - output11_loss: 20.7588 - output12_loss: 16.6074 - output13_loss: 25.1336 - output14_loss: 17.7036 - output15_loss: 27.5712 - output16_loss: 20.7442 - output17_loss: 21.6564 - output18_loss: 14.1384 - output19_loss: 10.4403 - output20_loss: 11.9368 - output21_loss: 29.5090 - output22_loss: 22.2703 - output23_loss: 15.3948 - output24_loss: 21.3847 - output25_loss: 27.7939 - output26_loss: 14.5482 - output27_loss: 28.5039 - output28_loss: 20.4770 - output29_loss: 26.6518 - output00_mean_squared_error: 12.3907 - output01_mean_squared_error: 13.3652 - output02_mean_squared_error: 21.4270 - output03_mean_squared_error: 32.1725 - output04_mean_squared_error: 25.7898 - output05_mean_squared_error: 18.4229 - output06_mean_squared_error: 19.6554 - output07_mean_squared_error: 21.8386 - output08_mean_squared_error: 14.1009 - output09_mean_squared_error: 19.1370 - output10_mean_squared_error: 19.0849 - output11_mean_squared_error: 20.7588 - output12_mean_squared_error: 16.6074 - output13_mean_squared_error: 25.1336 - output14_mean_squared_error: 17.7036 - output15_mean_squared_error: 27.5712 - output16_mean_squared_error: 20.7442 - output17_mean_squared_error: 21.6564 - output18_mean_squared_error: 14.1384 - output19_mean_squared_error: 10.4403 - output20_mean_squared_error: 11.9368 - output21_mean_squared_error: 29.5090 - output22_mean_squared_error: 22.2703 - output23_mean_squared_error: 15.3948 - output24_mean_squared_error: 21.3847 - output25_mean_squared_error: 27.7939 - output26_mean_squared_error: 14.5482 - output27_mean_squared_error: 28.5039 - output28_mean_squared_error: 20.4770 - output29_mean_squared_error: 26.6518 Epoch 1579/2000 121/121 [==============================] - 0s 836us/step - loss: 610.5784 - output00_loss: 12.3907 - output01_loss: 13.3638 - output02_loss: 21.4255 - output03_loss: 32.1719 - output04_loss: 25.7870 - output05_loss: 18.4228 - output06_loss: 19.6526 - output07_loss: 21.8364 - output08_loss: 14.1005 - output09_loss: 19.1368 - output10_loss: 19.0848 - output11_loss: 20.7587 - output12_loss: 16.6070 - output13_loss: 25.1320 - output14_loss: 17.7021 - output15_loss: 27.5692 - output16_loss: 20.7442 - output17_loss: 21.6553 - output18_loss: 14.1384 - output19_loss: 10.4387 - output20_loss: 11.9352 - output21_loss: 29.5084 - output22_loss: 22.2701 - output23_loss: 15.3947 - output24_loss: 21.3842 - output25_loss: 27.7938 - output26_loss: 14.5481 - output27_loss: 28.5032 - output28_loss: 20.4746 - output29_loss: 26.6477 - output00_mean_squared_error: 12.3907 - output01_mean_squared_error: 13.3638 - output02_mean_squared_error: 21.4255 - output03_mean_squared_error: 32.1719 - output04_mean_squared_error: 25.7870 - output05_mean_squared_error: 18.4228 - output06_mean_squared_error: 19.6526 - output07_mean_squared_error: 21.8364 - output08_mean_squared_error: 14.1005 - output09_mean_squared_error: 19.1368 - output10_mean_squared_error: 19.0848 - output11_mean_squared_error: 20.7587 - output12_mean_squared_error: 16.6070 - output13_mean_squared_error: 25.1320 - output14_mean_squared_error: 17.7021 - output15_mean_squared_error: 27.5692 - output16_mean_squared_error: 20.7442 - output17_mean_squared_error: 21.6553 - output18_mean_squared_error: 14.1384 - output19_mean_squared_error: 10.4387 - output20_mean_squared_error: 11.9352 - output21_mean_squared_error: 29.5084 - output22_mean_squared_error: 22.2701 - output23_mean_squared_error: 15.3947 - output24_mean_squared_error: 21.3842 - output25_mean_squared_error: 27.7938 - output26_mean_squared_error: 14.5481 - output27_mean_squared_error: 28.5032 - output28_mean_squared_error: 20.4746 - output29_mean_squared_error: 26.6477 Epoch 1580/2000 121/121 [==============================] - 0s 851us/step - loss: 610.5476 - output00_loss: 12.3907 - output01_loss: 13.3625 - output02_loss: 21.4240 - output03_loss: 32.1713 - output04_loss: 25.7842 - output05_loss: 18.4226 - output06_loss: 19.6499 - output07_loss: 21.8342 - output08_loss: 14.1000 - output09_loss: 19.1365 - output10_loss: 19.0847 - output11_loss: 20.7587 - output12_loss: 16.6067 - output13_loss: 25.1305 - output14_loss: 17.7005 - output15_loss: 27.5672 - output16_loss: 20.7442 - output17_loss: 21.6541 - output18_loss: 14.1383 - output19_loss: 10.4371 - output20_loss: 11.9335 - output21_loss: 29.5077 - output22_loss: 22.2698 - output23_loss: 15.3947 - output24_loss: 21.3838 - output25_loss: 27.7936 - output26_loss: 14.5481 - output27_loss: 28.5026 - output28_loss: 20.4721 - output29_loss: 26.6436 - output00_mean_squared_error: 12.3907 - output01_mean_squared_error: 13.3625 - output02_mean_squared_error: 21.4240 - output03_mean_squared_error: 32.1713 - output04_mean_squared_error: 25.7842 - output05_mean_squared_error: 18.4226 - output06_mean_squared_error: 19.6499 - output07_mean_squared_error: 21.8342 - output08_mean_squared_error: 14.1000 - output09_mean_squared_error: 19.1365 - output10_mean_squared_error: 19.0847 - output11_mean_squared_error: 20.7587 - output12_mean_squared_error: 16.6067 - output13_mean_squared_error: 25.1305 - output14_mean_squared_error: 17.7005 - output15_mean_squared_error: 27.5672 - output16_mean_squared_error: 20.7442 - output17_mean_squared_error: 21.6541 - output18_mean_squared_error: 14.1383 - output19_mean_squared_error: 10.4371 - output20_mean_squared_error: 11.9335 - output21_mean_squared_error: 29.5077 - output22_mean_squared_error: 22.2698 - output23_mean_squared_error: 15.3947 - output24_mean_squared_error: 21.3838 - output25_mean_squared_error: 27.7936 - output26_mean_squared_error: 14.5481 - output27_mean_squared_error: 28.5026 - output28_mean_squared_error: 20.4721 - output29_mean_squared_error: 26.6436 Epoch 1581/2000 121/121 [==============================] - 0s 1ms/step - loss: 610.5168 - output00_loss: 12.3907 - output01_loss: 13.3611 - output02_loss: 21.4226 - output03_loss: 32.1707 - output04_loss: 25.7814 - output05_loss: 18.4225 - output06_loss: 19.6471 - output07_loss: 21.8320 - output08_loss: 14.0996 - output09_loss: 19.1362 - output10_loss: 19.0846 - output11_loss: 20.7587 - output12_loss: 16.6063 - output13_loss: 25.1290 - output14_loss: 17.6990 - output15_loss: 27.5652 - output16_loss: 20.7442 - output17_loss: 21.6530 - output18_loss: 14.1383 - output19_loss: 10.4354 - output20_loss: 11.9318 - output21_loss: 29.5070 - output22_loss: 22.2696 - output23_loss: 15.3947 - output24_loss: 21.3833 - output25_loss: 27.7935 - output26_loss: 14.5481 - output27_loss: 28.5020 - output28_loss: 20.4697 - output29_loss: 26.6395 - output00_mean_squared_error: 12.3907 - output01_mean_squared_error: 13.3611 - output02_mean_squared_error: 21.4226 - output03_mean_squared_error: 32.1707 - output04_mean_squared_error: 25.7814 - output05_mean_squared_error: 18.4225 - output06_mean_squared_error: 19.6471 - output07_mean_squared_error: 21.8320 - output08_mean_squared_error: 14.0996 - output09_mean_squared_error: 19.1362 - output10_mean_squared_error: 19.0846 - output11_mean_squared_error: 20.7587 - output12_mean_squared_error: 16.6063 - output13_mean_squared_error: 25.1290 - output14_mean_squared_error: 17.6990 - output15_mean_squared_error: 27.5652 - output16_mean_squared_error: 20.7442 - output17_mean_squared_error: 21.6530 - output18_mean_squared_error: 14.1383 - output19_mean_squared_error: 10.4354 - output20_mean_squared_error: 11.9318 - output21_mean_squared_error: 29.5070 - output22_mean_squared_error: 22.2696 - output23_mean_squared_error: 15.3947 - output24_mean_squared_error: 21.3833 - output25_mean_squared_error: 27.7935 - output26_mean_squared_error: 14.5481 - output27_mean_squared_error: 28.5020 - output28_mean_squared_error: 20.4697 - output29_mean_squared_error: 26.6395 Epoch 1582/2000 121/121 [==============================] - 0s 770us/step - loss: 610.4861 - output00_loss: 12.3907 - output01_loss: 13.3597 - output02_loss: 21.4211 - output03_loss: 32.1701 - output04_loss: 25.7786 - output05_loss: 18.4224 - output06_loss: 19.6444 - output07_loss: 21.8298 - output08_loss: 14.0992 - output09_loss: 19.1360 - output10_loss: 19.0845 - output11_loss: 20.7587 - output12_loss: 16.6059 - output13_loss: 25.1275 - output14_loss: 17.6974 - output15_loss: 27.5632 - output16_loss: 20.7441 - output17_loss: 21.6519 - output18_loss: 14.1383 - output19_loss: 10.4338 - output20_loss: 11.9301 - output21_loss: 29.5064 - output22_loss: 22.2694 - output23_loss: 15.3946 - output24_loss: 21.3828 - output25_loss: 27.7933 - output26_loss: 14.5480 - output27_loss: 28.5013 - output28_loss: 20.4673 - output29_loss: 26.6355 - output00_mean_squared_error: 12.3907 - output01_mean_squared_error: 13.3597 - output02_mean_squared_error: 21.4211 - output03_mean_squared_error: 32.1701 - output04_mean_squared_error: 25.7786 - output05_mean_squared_error: 18.4224 - output06_mean_squared_error: 19.6444 - output07_mean_squared_error: 21.8298 - output08_mean_squared_error: 14.0992 - output09_mean_squared_error: 19.1360 - output10_mean_squared_error: 19.0845 - output11_mean_squared_error: 20.7587 - output12_mean_squared_error: 16.6059 - output13_mean_squared_error: 25.1275 - output14_mean_squared_error: 17.6974 - output15_mean_squared_error: 27.5632 - output16_mean_squared_error: 20.7441 - output17_mean_squared_error: 21.6519 - output18_mean_squared_error: 14.1383 - output19_mean_squared_error: 10.4338 - output20_mean_squared_error: 11.9301 - output21_mean_squared_error: 29.5064 - output22_mean_squared_error: 22.2694 - output23_mean_squared_error: 15.3946 - output24_mean_squared_error: 21.3828 - output25_mean_squared_error: 27.7933 - output26_mean_squared_error: 14.5480 - output27_mean_squared_error: 28.5013 - output28_mean_squared_error: 20.4673 - output29_mean_squared_error: 26.6355 Epoch 1583/2000 121/121 [==============================] - 0s 841us/step - loss: 610.4556 - output00_loss: 12.3907 - output01_loss: 13.3584 - output02_loss: 21.4197 - output03_loss: 32.1696 - output04_loss: 25.7759 - output05_loss: 18.4222 - output06_loss: 19.6416 - output07_loss: 21.8276 - output08_loss: 14.0988 - output09_loss: 19.1357 - output10_loss: 19.0844 - output11_loss: 20.7587 - output12_loss: 16.6056 - output13_loss: 25.1260 - output14_loss: 17.6959 - output15_loss: 27.5612 - output16_loss: 20.7441 - output17_loss: 21.6507 - output18_loss: 14.1382 - output19_loss: 10.4322 - output20_loss: 11.9284 - output21_loss: 29.5057 - output22_loss: 22.2692 - output23_loss: 15.3946 - output24_loss: 21.3824 - output25_loss: 27.7932 - output26_loss: 14.5480 - output27_loss: 28.5007 - output28_loss: 20.4648 - output29_loss: 26.6314 - output00_mean_squared_error: 12.3907 - output01_mean_squared_error: 13.3584 - output02_mean_squared_error: 21.4197 - output03_mean_squared_error: 32.1696 - output04_mean_squared_error: 25.7759 - output05_mean_squared_error: 18.4222 - output06_mean_squared_error: 19.6416 - output07_mean_squared_error: 21.8276 - output08_mean_squared_error: 14.0988 - output09_mean_squared_error: 19.1357 - output10_mean_squared_error: 19.0844 - output11_mean_squared_error: 20.7587 - output12_mean_squared_error: 16.6056 - output13_mean_squared_error: 25.1260 - output14_mean_squared_error: 17.6959 - output15_mean_squared_error: 27.5612 - output16_mean_squared_error: 20.7441 - output17_mean_squared_error: 21.6507 - output18_mean_squared_error: 14.1382 - output19_mean_squared_error: 10.4322 - output20_mean_squared_error: 11.9284 - output21_mean_squared_error: 29.5057 - output22_mean_squared_error: 22.2692 - output23_mean_squared_error: 15.3946 - output24_mean_squared_error: 21.3824 - output25_mean_squared_error: 27.7932 - output26_mean_squared_error: 14.5480 - output27_mean_squared_error: 28.5007 - output28_mean_squared_error: 20.4648 - output29_mean_squared_error: 26.6314 Epoch 1584/2000 121/121 [==============================] - 0s 812us/step - loss: 610.4249 - output00_loss: 12.3906 - output01_loss: 13.3570 - output02_loss: 21.4182 - output03_loss: 32.1690 - output04_loss: 25.7731 - output05_loss: 18.4221 - output06_loss: 19.6389 - output07_loss: 21.8255 - output08_loss: 14.0983 - output09_loss: 19.1355 - output10_loss: 19.0843 - output11_loss: 20.7587 - output12_loss: 16.6052 - output13_loss: 25.1245 - output14_loss: 17.6943 - output15_loss: 27.5592 - output16_loss: 20.7441 - output17_loss: 21.6496 - output18_loss: 14.1382 - output19_loss: 10.4306 - output20_loss: 11.9268 - output21_loss: 29.5051 - output22_loss: 22.2690 - output23_loss: 15.3945 - output24_loss: 21.3819 - output25_loss: 27.7930 - output26_loss: 14.5480 - output27_loss: 28.5001 - output28_loss: 20.4624 - output29_loss: 26.6273 - output00_mean_squared_error: 12.3906 - output01_mean_squared_error: 13.3570 - output02_mean_squared_error: 21.4182 - output03_mean_squared_error: 32.1690 - output04_mean_squared_error: 25.7731 - output05_mean_squared_error: 18.4221 - output06_mean_squared_error: 19.6389 - output07_mean_squared_error: 21.8255 - output08_mean_squared_error: 14.0983 - output09_mean_squared_error: 19.1355 - output10_mean_squared_error: 19.0843 - output11_mean_squared_error: 20.7587 - output12_mean_squared_error: 16.6052 - output13_mean_squared_error: 25.1245 - output14_mean_squared_error: 17.6943 - output15_mean_squared_error: 27.5592 - output16_mean_squared_error: 20.7441 - output17_mean_squared_error: 21.6496 - output18_mean_squared_error: 14.1382 - output19_mean_squared_error: 10.4306 - output20_mean_squared_error: 11.9268 - output21_mean_squared_error: 29.5051 - output22_mean_squared_error: 22.2690 - output23_mean_squared_error: 15.3945 - output24_mean_squared_error: 21.3819 - output25_mean_squared_error: 27.7930 - output26_mean_squared_error: 14.5480 - output27_mean_squared_error: 28.5001 - output28_mean_squared_error: 20.4624 - output29_mean_squared_error: 26.6273 Epoch 1585/2000 121/121 [==============================] - 0s 1ms/step - loss: 610.3942 - output00_loss: 12.3906 - output01_loss: 13.3556 - output02_loss: 21.4168 - output03_loss: 32.1684 - output04_loss: 25.7703 - output05_loss: 18.4219 - output06_loss: 19.6362 - output07_loss: 21.8233 - output08_loss: 14.0979 - output09_loss: 19.1352 - output10_loss: 19.0842 - output11_loss: 20.7587 - output12_loss: 16.6049 - output13_loss: 25.1230 - output14_loss: 17.6928 - output15_loss: 27.5572 - output16_loss: 20.7441 - output17_loss: 21.6485 - output18_loss: 14.1381 - output19_loss: 10.4289 - output20_loss: 11.9251 - output21_loss: 29.5044 - output22_loss: 22.2688 - output23_loss: 15.3945 - output24_loss: 21.3814 - output25_loss: 27.7929 - output26_loss: 14.5479 - output27_loss: 28.4995 - output28_loss: 20.4600 - output29_loss: 26.6232 - output00_mean_squared_error: 12.3906 - output01_mean_squared_error: 13.3556 - output02_mean_squared_error: 21.4168 - output03_mean_squared_error: 32.1684 - output04_mean_squared_error: 25.7703 - output05_mean_squared_error: 18.4219 - output06_mean_squared_error: 19.6362 - output07_mean_squared_error: 21.8233 - output08_mean_squared_error: 14.0979 - output09_mean_squared_error: 19.1352 - output10_mean_squared_error: 19.0842 - output11_mean_squared_error: 20.7587 - output12_mean_squared_error: 16.6049 - output13_mean_squared_error: 25.1230 - output14_mean_squared_error: 17.6928 - output15_mean_squared_error: 27.5572 - output16_mean_squared_error: 20.7441 - output17_mean_squared_error: 21.6485 - output18_mean_squared_error: 14.1381 - output19_mean_squared_error: 10.4289 - output20_mean_squared_error: 11.9251 - output21_mean_squared_error: 29.5044 - output22_mean_squared_error: 22.2688 - output23_mean_squared_error: 15.3945 - output24_mean_squared_error: 21.3814 - output25_mean_squared_error: 27.7929 - output26_mean_squared_error: 14.5479 - output27_mean_squared_error: 28.4995 - output28_mean_squared_error: 20.4600 - output29_mean_squared_error: 26.6232 Epoch 1586/2000 121/121 [==============================] - 0s 1ms/step - loss: 610.3638 - output00_loss: 12.3906 - output01_loss: 13.3543 - output02_loss: 21.4153 - output03_loss: 32.1678 - output04_loss: 25.7675 - output05_loss: 18.4218 - output06_loss: 19.6335 - output07_loss: 21.8211 - output08_loss: 14.0975 - output09_loss: 19.1350 - output10_loss: 19.0842 - output11_loss: 20.7586 - output12_loss: 16.6045 - output13_loss: 25.1215 - output14_loss: 17.6913 - output15_loss: 27.5552 - output16_loss: 20.7441 - output17_loss: 21.6473 - output18_loss: 14.1381 - output19_loss: 10.4273 - output20_loss: 11.9234 - output21_loss: 29.5038 - output22_loss: 22.2686 - output23_loss: 15.3944 - output24_loss: 21.3810 - output25_loss: 27.7927 - output26_loss: 14.5479 - output27_loss: 28.4988 - output28_loss: 20.4575 - output29_loss: 26.6192 - output00_mean_squared_error: 12.3906 - output01_mean_squared_error: 13.3543 - output02_mean_squared_error: 21.4153 - output03_mean_squared_error: 32.1678 - output04_mean_squared_error: 25.7675 - output05_mean_squared_error: 18.4218 - output06_mean_squared_error: 19.6335 - output07_mean_squared_error: 21.8211 - output08_mean_squared_error: 14.0975 - output09_mean_squared_error: 19.1350 - output10_mean_squared_error: 19.0842 - output11_mean_squared_error: 20.7586 - output12_mean_squared_error: 16.6045 - output13_mean_squared_error: 25.1215 - output14_mean_squared_error: 17.6913 - output15_mean_squared_error: 27.5552 - output16_mean_squared_error: 20.7441 - output17_mean_squared_error: 21.6473 - output18_mean_squared_error: 14.1381 - output19_mean_squared_error: 10.4273 - output20_mean_squared_error: 11.9234 - output21_mean_squared_error: 29.5038 - output22_mean_squared_error: 22.2686 - output23_mean_squared_error: 15.3944 - output24_mean_squared_error: 21.3810 - output25_mean_squared_error: 27.7927 - output26_mean_squared_error: 14.5479 - output27_mean_squared_error: 28.4988 - output28_mean_squared_error: 20.4575 - output29_mean_squared_error: 26.6192 Epoch 1587/2000 121/121 [==============================] - 0s 880us/step - loss: 610.3334 - output00_loss: 12.3906 - output01_loss: 13.3529 - output02_loss: 21.4139 - output03_loss: 32.1673 - output04_loss: 25.7648 - output05_loss: 18.4217 - output06_loss: 19.6307 - output07_loss: 21.8189 - output08_loss: 14.0971 - output09_loss: 19.1347 - output10_loss: 19.0841 - output11_loss: 20.7586 - output12_loss: 16.6042 - output13_loss: 25.1200 - output14_loss: 17.6897 - output15_loss: 27.5532 - output16_loss: 20.7440 - output17_loss: 21.6462 - output18_loss: 14.1380 - output19_loss: 10.4257 - output20_loss: 11.9218 - output21_loss: 29.5031 - output22_loss: 22.2684 - output23_loss: 15.3944 - output24_loss: 21.3805 - output25_loss: 27.7926 - output26_loss: 14.5479 - output27_loss: 28.4982 - output28_loss: 20.4551 - output29_loss: 26.6151 - output00_mean_squared_error: 12.3906 - output01_mean_squared_error: 13.3529 - output02_mean_squared_error: 21.4139 - output03_mean_squared_error: 32.1673 - output04_mean_squared_error: 25.7648 - output05_mean_squared_error: 18.4217 - output06_mean_squared_error: 19.6307 - output07_mean_squared_error: 21.8189 - output08_mean_squared_error: 14.0971 - output09_mean_squared_error: 19.1347 - output10_mean_squared_error: 19.0841 - output11_mean_squared_error: 20.7586 - output12_mean_squared_error: 16.6042 - output13_mean_squared_error: 25.1200 - output14_mean_squared_error: 17.6897 - output15_mean_squared_error: 27.5532 - output16_mean_squared_error: 20.7440 - output17_mean_squared_error: 21.6462 - output18_mean_squared_error: 14.1380 - output19_mean_squared_error: 10.4257 - output20_mean_squared_error: 11.9218 - output21_mean_squared_error: 29.5031 - output22_mean_squared_error: 22.2684 - output23_mean_squared_error: 15.3944 - output24_mean_squared_error: 21.3805 - output25_mean_squared_error: 27.7926 - output26_mean_squared_error: 14.5479 - output27_mean_squared_error: 28.4982 - output28_mean_squared_error: 20.4551 - output29_mean_squared_error: 26.6151 Epoch 1588/2000 121/121 [==============================] - 0s 629us/step - loss: 610.3030 - output00_loss: 12.3906 - output01_loss: 13.3515 - output02_loss: 21.4124 - output03_loss: 32.1667 - output04_loss: 25.7620 - output05_loss: 18.4215 - output06_loss: 19.6280 - output07_loss: 21.8168 - output08_loss: 14.0967 - output09_loss: 19.1345 - output10_loss: 19.0840 - output11_loss: 20.7586 - output12_loss: 16.6038 - output13_loss: 25.1185 - output14_loss: 17.6882 - output15_loss: 27.5513 - output16_loss: 20.7440 - output17_loss: 21.6451 - output18_loss: 14.1380 - output19_loss: 10.4241 - output20_loss: 11.9201 - output21_loss: 29.5025 - output22_loss: 22.2682 - output23_loss: 15.3943 - output24_loss: 21.3800 - output25_loss: 27.7924 - output26_loss: 14.5478 - output27_loss: 28.4976 - output28_loss: 20.4527 - output29_loss: 26.6111 - output00_mean_squared_error: 12.3906 - output01_mean_squared_error: 13.3515 - output02_mean_squared_error: 21.4124 - output03_mean_squared_error: 32.1667 - output04_mean_squared_error: 25.7620 - output05_mean_squared_error: 18.4215 - output06_mean_squared_error: 19.6280 - output07_mean_squared_error: 21.8168 - output08_mean_squared_error: 14.0967 - output09_mean_squared_error: 19.1345 - output10_mean_squared_error: 19.0840 - output11_mean_squared_error: 20.7586 - output12_mean_squared_error: 16.6038 - output13_mean_squared_error: 25.1185 - output14_mean_squared_error: 17.6882 - output15_mean_squared_error: 27.5513 - output16_mean_squared_error: 20.7440 - output17_mean_squared_error: 21.6451 - output18_mean_squared_error: 14.1380 - output19_mean_squared_error: 10.4241 - output20_mean_squared_error: 11.9201 - output21_mean_squared_error: 29.5025 - output22_mean_squared_error: 22.2682 - output23_mean_squared_error: 15.3943 - output24_mean_squared_error: 21.3800 - output25_mean_squared_error: 27.7924 - output26_mean_squared_error: 14.5478 - output27_mean_squared_error: 28.4976 - output28_mean_squared_error: 20.4527 - output29_mean_squared_error: 26.6111 Epoch 1589/2000 121/121 [==============================] - 0s 647us/step - loss: 610.2726 - output00_loss: 12.3906 - output01_loss: 13.3502 - output02_loss: 21.4110 - output03_loss: 32.1661 - output04_loss: 25.7592 - output05_loss: 18.4214 - output06_loss: 19.6253 - output07_loss: 21.8146 - output08_loss: 14.0963 - output09_loss: 19.1342 - output10_loss: 19.0839 - output11_loss: 20.7586 - output12_loss: 16.6035 - output13_loss: 25.1170 - output14_loss: 17.6867 - output15_loss: 27.5493 - output16_loss: 20.7440 - output17_loss: 21.6439 - output18_loss: 14.1380 - output19_loss: 10.4225 - output20_loss: 11.9185 - output21_loss: 29.5018 - output22_loss: 22.2680 - output23_loss: 15.3943 - output24_loss: 21.3796 - output25_loss: 27.7922 - output26_loss: 14.5478 - output27_loss: 28.4970 - output28_loss: 20.4503 - output29_loss: 26.6070 - output00_mean_squared_error: 12.3906 - output01_mean_squared_error: 13.3502 - output02_mean_squared_error: 21.4110 - output03_mean_squared_error: 32.1661 - output04_mean_squared_error: 25.7592 - output05_mean_squared_error: 18.4214 - output06_mean_squared_error: 19.6253 - output07_mean_squared_error: 21.8146 - output08_mean_squared_error: 14.0963 - output09_mean_squared_error: 19.1342 - output10_mean_squared_error: 19.0839 - output11_mean_squared_error: 20.7586 - output12_mean_squared_error: 16.6035 - output13_mean_squared_error: 25.1170 - output14_mean_squared_error: 17.6867 - output15_mean_squared_error: 27.5493 - output16_mean_squared_error: 20.7440 - output17_mean_squared_error: 21.6439 - output18_mean_squared_error: 14.1380 - output19_mean_squared_error: 10.4225 - output20_mean_squared_error: 11.9185 - output21_mean_squared_error: 29.5018 - output22_mean_squared_error: 22.2680 - output23_mean_squared_error: 15.3943 - output24_mean_squared_error: 21.3796 - output25_mean_squared_error: 27.7922 - output26_mean_squared_error: 14.5478 - output27_mean_squared_error: 28.4970 - output28_mean_squared_error: 20.4503 - output29_mean_squared_error: 26.6070 Epoch 1590/2000 121/121 [==============================] - 0s 798us/step - loss: 610.2424 - output00_loss: 12.3905 - output01_loss: 13.3488 - output02_loss: 21.4095 - output03_loss: 32.1656 - output04_loss: 25.7565 - output05_loss: 18.4213 - output06_loss: 19.6226 - output07_loss: 21.8125 - output08_loss: 14.0958 - output09_loss: 19.1340 - output10_loss: 19.0838 - output11_loss: 20.7586 - output12_loss: 16.6031 - output13_loss: 25.1155 - output14_loss: 17.6852 - output15_loss: 27.5473 - output16_loss: 20.7440 - output17_loss: 21.6428 - output18_loss: 14.1379 - output19_loss: 10.4208 - output20_loss: 11.9168 - output21_loss: 29.5012 - output22_loss: 22.2678 - output23_loss: 15.3943 - output24_loss: 21.3791 - output25_loss: 27.7921 - output26_loss: 14.5478 - output27_loss: 28.4964 - output28_loss: 20.4479 - output29_loss: 26.6030 - output00_mean_squared_error: 12.3905 - output01_mean_squared_error: 13.3488 - output02_mean_squared_error: 21.4095 - output03_mean_squared_error: 32.1656 - output04_mean_squared_error: 25.7565 - output05_mean_squared_error: 18.4213 - output06_mean_squared_error: 19.6226 - output07_mean_squared_error: 21.8125 - output08_mean_squared_error: 14.0958 - output09_mean_squared_error: 19.1340 - output10_mean_squared_error: 19.0838 - output11_mean_squared_error: 20.7586 - output12_mean_squared_error: 16.6031 - output13_mean_squared_error: 25.1155 - output14_mean_squared_error: 17.6852 - output15_mean_squared_error: 27.5473 - output16_mean_squared_error: 20.7440 - output17_mean_squared_error: 21.6428 - output18_mean_squared_error: 14.1379 - output19_mean_squared_error: 10.4208 - output20_mean_squared_error: 11.9168 - output21_mean_squared_error: 29.5012 - output22_mean_squared_error: 22.2678 - output23_mean_squared_error: 15.3943 - output24_mean_squared_error: 21.3791 - output25_mean_squared_error: 27.7921 - output26_mean_squared_error: 14.5478 - output27_mean_squared_error: 28.4964 - output28_mean_squared_error: 20.4479 - output29_mean_squared_error: 26.6030 Epoch 1591/2000 121/121 [==============================] - 0s 1ms/step - loss: 610.2122 - output00_loss: 12.3905 - output01_loss: 13.3475 - output02_loss: 21.4081 - output03_loss: 32.1650 - output04_loss: 25.7537 - output05_loss: 18.4211 - output06_loss: 19.6199 - output07_loss: 21.8103 - output08_loss: 14.0954 - output09_loss: 19.1337 - output10_loss: 19.0837 - output11_loss: 20.7586 - output12_loss: 16.6028 - output13_loss: 25.1140 - output14_loss: 17.6837 - output15_loss: 27.5453 - output16_loss: 20.7440 - output17_loss: 21.6417 - output18_loss: 14.1379 - output19_loss: 10.4192 - output20_loss: 11.9151 - output21_loss: 29.5005 - output22_loss: 22.2676 - output23_loss: 15.3942 - output24_loss: 21.3787 - output25_loss: 27.7920 - output26_loss: 14.5477 - output27_loss: 28.4957 - output28_loss: 20.4455 - output29_loss: 26.5989 - output00_mean_squared_error: 12.3905 - output01_mean_squared_error: 13.3475 - output02_mean_squared_error: 21.4081 - output03_mean_squared_error: 32.1650 - output04_mean_squared_error: 25.7537 - output05_mean_squared_error: 18.4211 - output06_mean_squared_error: 19.6199 - output07_mean_squared_error: 21.8103 - output08_mean_squared_error: 14.0954 - output09_mean_squared_error: 19.1337 - output10_mean_squared_error: 19.0837 - output11_mean_squared_error: 20.7586 - output12_mean_squared_error: 16.6028 - output13_mean_squared_error: 25.1140 - output14_mean_squared_error: 17.6837 - output15_mean_squared_error: 27.5453 - output16_mean_squared_error: 20.7440 - output17_mean_squared_error: 21.6417 - output18_mean_squared_error: 14.1379 - output19_mean_squared_error: 10.4192 - output20_mean_squared_error: 11.9151 - output21_mean_squared_error: 29.5005 - output22_mean_squared_error: 22.2676 - output23_mean_squared_error: 15.3942 - output24_mean_squared_error: 21.3787 - output25_mean_squared_error: 27.7920 - output26_mean_squared_error: 14.5477 - output27_mean_squared_error: 28.4957 - output28_mean_squared_error: 20.4455 - output29_mean_squared_error: 26.5989 Epoch 1592/2000 121/121 [==============================] - 0s 901us/step - loss: 610.1820 - output00_loss: 12.3905 - output01_loss: 13.3461 - output02_loss: 21.4067 - output03_loss: 32.1645 - output04_loss: 25.7510 - output05_loss: 18.4210 - output06_loss: 19.6172 - output07_loss: 21.8082 - output08_loss: 14.0950 - output09_loss: 19.1335 - output10_loss: 19.0836 - output11_loss: 20.7586 - output12_loss: 16.6024 - output13_loss: 25.1125 - output14_loss: 17.6821 - output15_loss: 27.5434 - output16_loss: 20.7439 - output17_loss: 21.6406 - output18_loss: 14.1379 - output19_loss: 10.4176 - output20_loss: 11.9135 - output21_loss: 29.4999 - output22_loss: 22.2674 - output23_loss: 15.3942 - output24_loss: 21.3782 - output25_loss: 27.7918 - output26_loss: 14.5477 - output27_loss: 28.4951 - output28_loss: 20.4431 - output29_loss: 26.5949 - output00_mean_squared_error: 12.3905 - output01_mean_squared_error: 13.3461 - output02_mean_squared_error: 21.4067 - output03_mean_squared_error: 32.1645 - output04_mean_squared_error: 25.7510 - output05_mean_squared_error: 18.4210 - output06_mean_squared_error: 19.6172 - output07_mean_squared_error: 21.8082 - output08_mean_squared_error: 14.0950 - output09_mean_squared_error: 19.1335 - output10_mean_squared_error: 19.0836 - output11_mean_squared_error: 20.7586 - output12_mean_squared_error: 16.6024 - output13_mean_squared_error: 25.1125 - output14_mean_squared_error: 17.6821 - output15_mean_squared_error: 27.5434 - output16_mean_squared_error: 20.7439 - output17_mean_squared_error: 21.6406 - output18_mean_squared_error: 14.1379 - output19_mean_squared_error: 10.4176 - output20_mean_squared_error: 11.9135 - output21_mean_squared_error: 29.4999 - output22_mean_squared_error: 22.2674 - output23_mean_squared_error: 15.3942 - output24_mean_squared_error: 21.3782 - output25_mean_squared_error: 27.7918 - output26_mean_squared_error: 14.5477 - output27_mean_squared_error: 28.4951 - output28_mean_squared_error: 20.4431 - output29_mean_squared_error: 26.5949 Epoch 1593/2000 121/121 [==============================] - 0s 781us/step - loss: 610.1519 - output00_loss: 12.3905 - output01_loss: 13.3448 - output02_loss: 21.4052 - output03_loss: 32.1639 - output04_loss: 25.7482 - output05_loss: 18.4209 - output06_loss: 19.6145 - output07_loss: 21.8060 - output08_loss: 14.0946 - output09_loss: 19.1332 - output10_loss: 19.0835 - output11_loss: 20.7585 - output12_loss: 16.6021 - output13_loss: 25.1110 - output14_loss: 17.6806 - output15_loss: 27.5414 - output16_loss: 20.7439 - output17_loss: 21.6395 - output18_loss: 14.1378 - output19_loss: 10.4160 - output20_loss: 11.9119 - output21_loss: 29.4992 - output22_loss: 22.2672 - output23_loss: 15.3941 - output24_loss: 21.3777 - output25_loss: 27.7917 - output26_loss: 14.5477 - output27_loss: 28.4945 - output28_loss: 20.4407 - output29_loss: 26.5909 - output00_mean_squared_error: 12.3905 - output01_mean_squared_error: 13.3448 - output02_mean_squared_error: 21.4052 - output03_mean_squared_error: 32.1639 - output04_mean_squared_error: 25.7482 - output05_mean_squared_error: 18.4209 - output06_mean_squared_error: 19.6145 - output07_mean_squared_error: 21.8060 - output08_mean_squared_error: 14.0946 - output09_mean_squared_error: 19.1332 - output10_mean_squared_error: 19.0835 - output11_mean_squared_error: 20.7585 - output12_mean_squared_error: 16.6021 - output13_mean_squared_error: 25.1110 - output14_mean_squared_error: 17.6806 - output15_mean_squared_error: 27.5414 - output16_mean_squared_error: 20.7439 - output17_mean_squared_error: 21.6395 - output18_mean_squared_error: 14.1378 - output19_mean_squared_error: 10.4160 - output20_mean_squared_error: 11.9119 - output21_mean_squared_error: 29.4992 - output22_mean_squared_error: 22.2672 - output23_mean_squared_error: 15.3941 - output24_mean_squared_error: 21.3777 - output25_mean_squared_error: 27.7917 - output26_mean_squared_error: 14.5477 - output27_mean_squared_error: 28.4945 - output28_mean_squared_error: 20.4407 - output29_mean_squared_error: 26.5909 Epoch 1594/2000 121/121 [==============================] - 0s 444us/step - loss: 610.1218 - output00_loss: 12.3905 - output01_loss: 13.3434 - output02_loss: 21.4038 - output03_loss: 32.1633 - output04_loss: 25.7455 - output05_loss: 18.4207 - output06_loss: 19.6118 - output07_loss: 21.8039 - output08_loss: 14.0942 - output09_loss: 19.1330 - output10_loss: 19.0835 - output11_loss: 20.7585 - output12_loss: 16.6018 - output13_loss: 25.1096 - output14_loss: 17.6791 - output15_loss: 27.5395 - output16_loss: 20.7439 - output17_loss: 21.6384 - output18_loss: 14.1378 - output19_loss: 10.4144 - output20_loss: 11.9102 - output21_loss: 29.4986 - output22_loss: 22.2670 - output23_loss: 15.3941 - output24_loss: 21.3773 - output25_loss: 27.7915 - output26_loss: 14.5477 - output27_loss: 28.4939 - output28_loss: 20.4383 - output29_loss: 26.5869 - output00_mean_squared_error: 12.3905 - output01_mean_squared_error: 13.3434 - output02_mean_squared_error: 21.4038 - output03_mean_squared_error: 32.1633 - output04_mean_squared_error: 25.7455 - output05_mean_squared_error: 18.4207 - output06_mean_squared_error: 19.6118 - output07_mean_squared_error: 21.8039 - output08_mean_squared_error: 14.0942 - output09_mean_squared_error: 19.1330 - output10_mean_squared_error: 19.0835 - output11_mean_squared_error: 20.7585 - output12_mean_squared_error: 16.6018 - output13_mean_squared_error: 25.1096 - output14_mean_squared_error: 17.6791 - output15_mean_squared_error: 27.5395 - output16_mean_squared_error: 20.7439 - output17_mean_squared_error: 21.6384 - output18_mean_squared_error: 14.1378 - output19_mean_squared_error: 10.4144 - output20_mean_squared_error: 11.9102 - output21_mean_squared_error: 29.4986 - output22_mean_squared_error: 22.2670 - output23_mean_squared_error: 15.3941 - output24_mean_squared_error: 21.3773 - output25_mean_squared_error: 27.7915 - output26_mean_squared_error: 14.5477 - output27_mean_squared_error: 28.4939 - output28_mean_squared_error: 20.4383 - output29_mean_squared_error: 26.5869 Epoch 1595/2000 121/121 [==============================] - 0s 1ms/step - loss: 610.0918 - output00_loss: 12.3905 - output01_loss: 13.3421 - output02_loss: 21.4024 - output03_loss: 32.1628 - output04_loss: 25.7428 - output05_loss: 18.4206 - output06_loss: 19.6091 - output07_loss: 21.8018 - output08_loss: 14.0938 - output09_loss: 19.1327 - output10_loss: 19.0834 - output11_loss: 20.7585 - output12_loss: 16.6014 - output13_loss: 25.1081 - output14_loss: 17.6776 - output15_loss: 27.5375 - output16_loss: 20.7439 - output17_loss: 21.6373 - output18_loss: 14.1377 - output19_loss: 10.4128 - output20_loss: 11.9086 - output21_loss: 29.4979 - output22_loss: 22.2668 - output23_loss: 15.3941 - output24_loss: 21.3768 - output25_loss: 27.7914 - output26_loss: 14.5476 - output27_loss: 28.4933 - output28_loss: 20.4359 - output29_loss: 26.5828 - output00_mean_squared_error: 12.3905 - output01_mean_squared_error: 13.3421 - output02_mean_squared_error: 21.4024 - output03_mean_squared_error: 32.1628 - output04_mean_squared_error: 25.7428 - output05_mean_squared_error: 18.4206 - output06_mean_squared_error: 19.6091 - output07_mean_squared_error: 21.8018 - output08_mean_squared_error: 14.0938 - output09_mean_squared_error: 19.1327 - output10_mean_squared_error: 19.0834 - output11_mean_squared_error: 20.7585 - output12_mean_squared_error: 16.6014 - output13_mean_squared_error: 25.1081 - output14_mean_squared_error: 17.6776 - output15_mean_squared_error: 27.5375 - output16_mean_squared_error: 20.7439 - output17_mean_squared_error: 21.6373 - output18_mean_squared_error: 14.1377 - output19_mean_squared_error: 10.4128 - output20_mean_squared_error: 11.9086 - output21_mean_squared_error: 29.4979 - output22_mean_squared_error: 22.2668 - output23_mean_squared_error: 15.3941 - output24_mean_squared_error: 21.3768 - output25_mean_squared_error: 27.7914 - output26_mean_squared_error: 14.5476 - output27_mean_squared_error: 28.4933 - output28_mean_squared_error: 20.4359 - output29_mean_squared_error: 26.5828 Epoch 1596/2000 121/121 [==============================] - 0s 784us/step - loss: 610.0621 - output00_loss: 12.3905 - output01_loss: 13.3407 - output02_loss: 21.4009 - output03_loss: 32.1622 - output04_loss: 25.7400 - output05_loss: 18.4205 - output06_loss: 19.6064 - output07_loss: 21.7996 - output08_loss: 14.0934 - output09_loss: 19.1325 - output10_loss: 19.0833 - output11_loss: 20.7585 - output12_loss: 16.6011 - output13_loss: 25.1066 - output14_loss: 17.6761 - output15_loss: 27.5355 - output16_loss: 20.7439 - output17_loss: 21.6362 - output18_loss: 14.1377 - output19_loss: 10.4112 - output20_loss: 11.9069 - output21_loss: 29.4973 - output22_loss: 22.2666 - output23_loss: 15.3940 - output24_loss: 21.3764 - output25_loss: 27.7912 - output26_loss: 14.5476 - output27_loss: 28.4927 - output28_loss: 20.4335 - output29_loss: 26.5788 - output00_mean_squared_error: 12.3905 - output01_mean_squared_error: 13.3407 - output02_mean_squared_error: 21.4009 - output03_mean_squared_error: 32.1622 - output04_mean_squared_error: 25.7400 - output05_mean_squared_error: 18.4205 - output06_mean_squared_error: 19.6064 - output07_mean_squared_error: 21.7996 - output08_mean_squared_error: 14.0934 - output09_mean_squared_error: 19.1325 - output10_mean_squared_error: 19.0833 - output11_mean_squared_error: 20.7585 - output12_mean_squared_error: 16.6011 - output13_mean_squared_error: 25.1066 - output14_mean_squared_error: 17.6761 - output15_mean_squared_error: 27.5355 - output16_mean_squared_error: 20.7439 - output17_mean_squared_error: 21.6362 - output18_mean_squared_error: 14.1377 - output19_mean_squared_error: 10.4112 - output20_mean_squared_error: 11.9069 - output21_mean_squared_error: 29.4973 - output22_mean_squared_error: 22.2666 - output23_mean_squared_error: 15.3940 - output24_mean_squared_error: 21.3764 - output25_mean_squared_error: 27.7912 - output26_mean_squared_error: 14.5476 - output27_mean_squared_error: 28.4927 - output28_mean_squared_error: 20.4335 - output29_mean_squared_error: 26.5788 Epoch 1597/2000 121/121 [==============================] - 0s 913us/step - loss: 610.0321 - output00_loss: 12.3904 - output01_loss: 13.3394 - output02_loss: 21.3995 - output03_loss: 32.1617 - output04_loss: 25.7373 - output05_loss: 18.4203 - output06_loss: 19.6037 - output07_loss: 21.7975 - output08_loss: 14.0930 - output09_loss: 19.1323 - output10_loss: 19.0832 - output11_loss: 20.7585 - output12_loss: 16.6007 - output13_loss: 25.1052 - output14_loss: 17.6746 - output15_loss: 27.5336 - output16_loss: 20.7438 - output17_loss: 21.6351 - output18_loss: 14.1377 - output19_loss: 10.4096 - output20_loss: 11.9053 - output21_loss: 29.4967 - output22_loss: 22.2664 - output23_loss: 15.3940 - output24_loss: 21.3759 - output25_loss: 27.7911 - output26_loss: 14.5476 - output27_loss: 28.4921 - output28_loss: 20.4311 - output29_loss: 26.5748 - output00_mean_squared_error: 12.3904 - output01_mean_squared_error: 13.3394 - output02_mean_squared_error: 21.3995 - output03_mean_squared_error: 32.1617 - output04_mean_squared_error: 25.7373 - output05_mean_squared_error: 18.4203 - output06_mean_squared_error: 19.6037 - output07_mean_squared_error: 21.7975 - output08_mean_squared_error: 14.0930 - output09_mean_squared_error: 19.1323 - output10_mean_squared_error: 19.0832 - output11_mean_squared_error: 20.7585 - output12_mean_squared_error: 16.6007 - output13_mean_squared_error: 25.1052 - output14_mean_squared_error: 17.6746 - output15_mean_squared_error: 27.5336 - output16_mean_squared_error: 20.7438 - output17_mean_squared_error: 21.6351 - output18_mean_squared_error: 14.1377 - output19_mean_squared_error: 10.4096 - output20_mean_squared_error: 11.9053 - output21_mean_squared_error: 29.4967 - output22_mean_squared_error: 22.2664 - output23_mean_squared_error: 15.3940 - output24_mean_squared_error: 21.3759 - output25_mean_squared_error: 27.7911 - output26_mean_squared_error: 14.5476 - output27_mean_squared_error: 28.4921 - output28_mean_squared_error: 20.4311 - output29_mean_squared_error: 26.5748 Epoch 1598/2000 121/121 [==============================] - 0s 1ms/step - loss: 610.0024 - output00_loss: 12.3904 - output01_loss: 13.3380 - output02_loss: 21.3981 - output03_loss: 32.1612 - output04_loss: 25.7346 - output05_loss: 18.4202 - output06_loss: 19.6011 - output07_loss: 21.7954 - output08_loss: 14.0926 - output09_loss: 19.1320 - output10_loss: 19.0831 - output11_loss: 20.7585 - output12_loss: 16.6004 - output13_loss: 25.1037 - output14_loss: 17.6731 - output15_loss: 27.5316 - output16_loss: 20.7438 - output17_loss: 21.6340 - output18_loss: 14.1376 - output19_loss: 10.4080 - output20_loss: 11.9037 - output21_loss: 29.4960 - output22_loss: 22.2662 - output23_loss: 15.3939 - output24_loss: 21.3755 - output25_loss: 27.7909 - output26_loss: 14.5475 - output27_loss: 28.4915 - output28_loss: 20.4288 - output29_loss: 26.5708 - output00_mean_squared_error: 12.3904 - output01_mean_squared_error: 13.3380 - output02_mean_squared_error: 21.3981 - output03_mean_squared_error: 32.1612 - output04_mean_squared_error: 25.7346 - output05_mean_squared_error: 18.4202 - output06_mean_squared_error: 19.6011 - output07_mean_squared_error: 21.7954 - output08_mean_squared_error: 14.0926 - output09_mean_squared_error: 19.1320 - output10_mean_squared_error: 19.0831 - output11_mean_squared_error: 20.7585 - output12_mean_squared_error: 16.6004 - output13_mean_squared_error: 25.1037 - output14_mean_squared_error: 17.6731 - output15_mean_squared_error: 27.5316 - output16_mean_squared_error: 20.7438 - output17_mean_squared_error: 21.6340 - output18_mean_squared_error: 14.1376 - output19_mean_squared_error: 10.4080 - output20_mean_squared_error: 11.9037 - output21_mean_squared_error: 29.4960 - output22_mean_squared_error: 22.2662 - output23_mean_squared_error: 15.3939 - output24_mean_squared_error: 21.3755 - output25_mean_squared_error: 27.7909 - output26_mean_squared_error: 14.5475 - output27_mean_squared_error: 28.4915 - output28_mean_squared_error: 20.4288 - output29_mean_squared_error: 26.5708 Epoch 1599/2000 121/121 [==============================] - 0s 1ms/step - loss: 609.9725 - output00_loss: 12.3904 - output01_loss: 13.3367 - output02_loss: 21.3967 - output03_loss: 32.1606 - output04_loss: 25.7319 - output05_loss: 18.4201 - output06_loss: 19.5984 - output07_loss: 21.7933 - output08_loss: 14.0922 - output09_loss: 19.1318 - output10_loss: 19.0830 - output11_loss: 20.7585 - output12_loss: 16.6001 - output13_loss: 25.1022 - output14_loss: 17.6716 - output15_loss: 27.5297 - output16_loss: 20.7438 - output17_loss: 21.6329 - output18_loss: 14.1376 - output19_loss: 10.4064 - output20_loss: 11.9021 - output21_loss: 29.4954 - output22_loss: 22.2660 - output23_loss: 15.3939 - output24_loss: 21.3750 - output25_loss: 27.7908 - output26_loss: 14.5475 - output27_loss: 28.4909 - output28_loss: 20.4264 - output29_loss: 26.5668 - output00_mean_squared_error: 12.3904 - output01_mean_squared_error: 13.3367 - output02_mean_squared_error: 21.3967 - output03_mean_squared_error: 32.1606 - output04_mean_squared_error: 25.7319 - output05_mean_squared_error: 18.4201 - output06_mean_squared_error: 19.5984 - output07_mean_squared_error: 21.7933 - output08_mean_squared_error: 14.0922 - output09_mean_squared_error: 19.1318 - output10_mean_squared_error: 19.0830 - output11_mean_squared_error: 20.7585 - output12_mean_squared_error: 16.6001 - output13_mean_squared_error: 25.1022 - output14_mean_squared_error: 17.6716 - output15_mean_squared_error: 27.5297 - output16_mean_squared_error: 20.7438 - output17_mean_squared_error: 21.6329 - output18_mean_squared_error: 14.1376 - output19_mean_squared_error: 10.4064 - output20_mean_squared_error: 11.9021 - output21_mean_squared_error: 29.4954 - output22_mean_squared_error: 22.2660 - output23_mean_squared_error: 15.3939 - output24_mean_squared_error: 21.3750 - output25_mean_squared_error: 27.7908 - output26_mean_squared_error: 14.5475 - output27_mean_squared_error: 28.4909 - output28_mean_squared_error: 20.4264 - output29_mean_squared_error: 26.5668 Epoch 1600/2000 121/121 [==============================] - 0s 720us/step - loss: 609.9428 - output00_loss: 12.3904 - output01_loss: 13.3354 - output02_loss: 21.3953 - output03_loss: 32.1601 - output04_loss: 25.7291 - output05_loss: 18.4199 - output06_loss: 19.5957 - output07_loss: 21.7911 - output08_loss: 14.0918 - output09_loss: 19.1315 - output10_loss: 19.0830 - output11_loss: 20.7584 - output12_loss: 16.5997 - output13_loss: 25.1008 - output14_loss: 17.6701 - output15_loss: 27.5278 - output16_loss: 20.7438 - output17_loss: 21.6318 - output18_loss: 14.1375 - output19_loss: 10.4048 - output20_loss: 11.9004 - output21_loss: 29.4948 - output22_loss: 22.2658 - output23_loss: 15.3939 - output24_loss: 21.3746 - output25_loss: 27.7906 - output26_loss: 14.5475 - output27_loss: 28.4903 - output28_loss: 20.4240 - output29_loss: 26.5629 - output00_mean_squared_error: 12.3904 - output01_mean_squared_error: 13.3354 - output02_mean_squared_error: 21.3953 - output03_mean_squared_error: 32.1601 - output04_mean_squared_error: 25.7291 - output05_mean_squared_error: 18.4199 - output06_mean_squared_error: 19.5957 - output07_mean_squared_error: 21.7911 - output08_mean_squared_error: 14.0918 - output09_mean_squared_error: 19.1315 - output10_mean_squared_error: 19.0830 - output11_mean_squared_error: 20.7584 - output12_mean_squared_error: 16.5997 - output13_mean_squared_error: 25.1008 - output14_mean_squared_error: 17.6701 - output15_mean_squared_error: 27.5278 - output16_mean_squared_error: 20.7438 - output17_mean_squared_error: 21.6318 - output18_mean_squared_error: 14.1375 - output19_mean_squared_error: 10.4048 - output20_mean_squared_error: 11.9004 - output21_mean_squared_error: 29.4948 - output22_mean_squared_error: 22.2658 - output23_mean_squared_error: 15.3939 - output24_mean_squared_error: 21.3746 - output25_mean_squared_error: 27.7906 - output26_mean_squared_error: 14.5475 - output27_mean_squared_error: 28.4903 - output28_mean_squared_error: 20.4240 - output29_mean_squared_error: 26.5629 Epoch 1601/2000 121/121 [==============================] - 0s 1ms/step - loss: 609.9131 - output00_loss: 12.3904 - output01_loss: 13.3340 - output02_loss: 21.3939 - output03_loss: 32.1595 - output04_loss: 25.7264 - output05_loss: 18.4198 - output06_loss: 19.5931 - output07_loss: 21.7890 - output08_loss: 14.0914 - output09_loss: 19.1313 - output10_loss: 19.0829 - output11_loss: 20.7584 - output12_loss: 16.5994 - output13_loss: 25.0993 - output14_loss: 17.6686 - output15_loss: 27.5258 - output16_loss: 20.7438 - output17_loss: 21.6307 - output18_loss: 14.1375 - output19_loss: 10.4032 - output20_loss: 11.8988 - output21_loss: 29.4941 - output22_loss: 22.2656 - output23_loss: 15.3938 - output24_loss: 21.3741 - output25_loss: 27.7905 - output26_loss: 14.5474 - output27_loss: 28.4897 - output28_loss: 20.4216 - output29_loss: 26.5589 - output00_mean_squared_error: 12.3904 - output01_mean_squared_error: 13.3340 - output02_mean_squared_error: 21.3939 - output03_mean_squared_error: 32.1595 - output04_mean_squared_error: 25.7264 - output05_mean_squared_error: 18.4198 - output06_mean_squared_error: 19.5931 - output07_mean_squared_error: 21.7890 - output08_mean_squared_error: 14.0914 - output09_mean_squared_error: 19.1313 - output10_mean_squared_error: 19.0829 - output11_mean_squared_error: 20.7584 - output12_mean_squared_error: 16.5994 - output13_mean_squared_error: 25.0993 - output14_mean_squared_error: 17.6686 - output15_mean_squared_error: 27.5258 - output16_mean_squared_error: 20.7438 - output17_mean_squared_error: 21.6307 - output18_mean_squared_error: 14.1375 - output19_mean_squared_error: 10.4032 - output20_mean_squared_error: 11.8988 - output21_mean_squared_error: 29.4941 - output22_mean_squared_error: 22.2656 - output23_mean_squared_error: 15.3938 - output24_mean_squared_error: 21.3741 - output25_mean_squared_error: 27.7905 - output26_mean_squared_error: 14.5474 - output27_mean_squared_error: 28.4897 - output28_mean_squared_error: 20.4216 - output29_mean_squared_error: 26.5589 Epoch 1602/2000 121/121 [==============================] - 0s 1ms/step - loss: 609.8836 - output00_loss: 12.3904 - output01_loss: 13.3327 - output02_loss: 21.3925 - output03_loss: 32.1590 - output04_loss: 25.7237 - output05_loss: 18.4197 - output06_loss: 19.5904 - output07_loss: 21.7869 - output08_loss: 14.0910 - output09_loss: 19.1311 - output10_loss: 19.0828 - output11_loss: 20.7584 - output12_loss: 16.5991 - output13_loss: 25.0979 - output14_loss: 17.6672 - output15_loss: 27.5239 - output16_loss: 20.7437 - output17_loss: 21.6296 - output18_loss: 14.1375 - output19_loss: 10.4016 - output20_loss: 11.8972 - output21_loss: 29.4935 - output22_loss: 22.2654 - output23_loss: 15.3938 - output24_loss: 21.3737 - output25_loss: 27.7904 - output26_loss: 14.5474 - output27_loss: 28.4891 - output28_loss: 20.4193 - output29_loss: 26.5549 - output00_mean_squared_error: 12.3904 - output01_mean_squared_error: 13.3327 - output02_mean_squared_error: 21.3925 - output03_mean_squared_error: 32.1590 - output04_mean_squared_error: 25.7237 - output05_mean_squared_error: 18.4197 - output06_mean_squared_error: 19.5904 - output07_mean_squared_error: 21.7869 - output08_mean_squared_error: 14.0910 - output09_mean_squared_error: 19.1311 - output10_mean_squared_error: 19.0828 - output11_mean_squared_error: 20.7584 - output12_mean_squared_error: 16.5991 - output13_mean_squared_error: 25.0979 - output14_mean_squared_error: 17.6672 - output15_mean_squared_error: 27.5239 - output16_mean_squared_error: 20.7437 - output17_mean_squared_error: 21.6296 - output18_mean_squared_error: 14.1375 - output19_mean_squared_error: 10.4016 - output20_mean_squared_error: 11.8972 - output21_mean_squared_error: 29.4935 - output22_mean_squared_error: 22.2654 - output23_mean_squared_error: 15.3938 - output24_mean_squared_error: 21.3737 - output25_mean_squared_error: 27.7904 - output26_mean_squared_error: 14.5474 - output27_mean_squared_error: 28.4891 - output28_mean_squared_error: 20.4193 - output29_mean_squared_error: 26.5549 Epoch 1603/2000 121/121 [==============================] - 0s 1ms/step - loss: 609.8539 - output00_loss: 12.3904 - output01_loss: 13.3314 - output02_loss: 21.3911 - output03_loss: 32.1585 - output04_loss: 25.7210 - output05_loss: 18.4195 - output06_loss: 19.5878 - output07_loss: 21.7848 - output08_loss: 14.0906 - output09_loss: 19.1308 - output10_loss: 19.0827 - output11_loss: 20.7584 - output12_loss: 16.5987 - output13_loss: 25.0964 - output14_loss: 17.6657 - output15_loss: 27.5219 - output16_loss: 20.7437 - output17_loss: 21.6285 - output18_loss: 14.1374 - output19_loss: 10.4000 - output20_loss: 11.8956 - output21_loss: 29.4929 - output22_loss: 22.2652 - output23_loss: 15.3937 - output24_loss: 21.3733 - output25_loss: 27.7902 - output26_loss: 14.5474 - output27_loss: 28.4885 - output28_loss: 20.4169 - output29_loss: 26.5509 - output00_mean_squared_error: 12.3904 - output01_mean_squared_error: 13.3314 - output02_mean_squared_error: 21.3911 - output03_mean_squared_error: 32.1585 - output04_mean_squared_error: 25.7210 - output05_mean_squared_error: 18.4195 - output06_mean_squared_error: 19.5878 - output07_mean_squared_error: 21.7848 - output08_mean_squared_error: 14.0906 - output09_mean_squared_error: 19.1308 - output10_mean_squared_error: 19.0827 - output11_mean_squared_error: 20.7584 - output12_mean_squared_error: 16.5987 - output13_mean_squared_error: 25.0964 - output14_mean_squared_error: 17.6657 - output15_mean_squared_error: 27.5219 - output16_mean_squared_error: 20.7437 - output17_mean_squared_error: 21.6285 - output18_mean_squared_error: 14.1374 - output19_mean_squared_error: 10.4000 - output20_mean_squared_error: 11.8956 - output21_mean_squared_error: 29.4929 - output22_mean_squared_error: 22.2652 - output23_mean_squared_error: 15.3937 - output24_mean_squared_error: 21.3733 - output25_mean_squared_error: 27.7902 - output26_mean_squared_error: 14.5474 - output27_mean_squared_error: 28.4885 - output28_mean_squared_error: 20.4169 - output29_mean_squared_error: 26.5509 Epoch 1604/2000 121/121 [==============================] - 0s 1ms/step - loss: 609.8246 - output00_loss: 12.3903 - output01_loss: 13.3300 - output02_loss: 21.3897 - output03_loss: 32.1579 - output04_loss: 25.7183 - output05_loss: 18.4194 - output06_loss: 19.5851 - output07_loss: 21.7827 - output08_loss: 14.0902 - output09_loss: 19.1306 - output10_loss: 19.0826 - output11_loss: 20.7584 - output12_loss: 16.5984 - output13_loss: 25.0950 - output14_loss: 17.6642 - output15_loss: 27.5200 - output16_loss: 20.7437 - output17_loss: 21.6274 - output18_loss: 14.1374 - output19_loss: 10.3984 - output20_loss: 11.8940 - output21_loss: 29.4922 - output22_loss: 22.2651 - output23_loss: 15.3937 - output24_loss: 21.3728 - output25_loss: 27.7901 - output26_loss: 14.5473 - output27_loss: 28.4880 - output28_loss: 20.4146 - output29_loss: 26.5470 - output00_mean_squared_error: 12.3903 - output01_mean_squared_error: 13.3300 - output02_mean_squared_error: 21.3897 - output03_mean_squared_error: 32.1579 - output04_mean_squared_error: 25.7183 - output05_mean_squared_error: 18.4194 - output06_mean_squared_error: 19.5851 - output07_mean_squared_error: 21.7827 - output08_mean_squared_error: 14.0902 - output09_mean_squared_error: 19.1306 - output10_mean_squared_error: 19.0826 - output11_mean_squared_error: 20.7584 - output12_mean_squared_error: 16.5984 - output13_mean_squared_error: 25.0950 - output14_mean_squared_error: 17.6642 - output15_mean_squared_error: 27.5200 - output16_mean_squared_error: 20.7437 - output17_mean_squared_error: 21.6274 - output18_mean_squared_error: 14.1374 - output19_mean_squared_error: 10.3984 - output20_mean_squared_error: 11.8940 - output21_mean_squared_error: 29.4922 - output22_mean_squared_error: 22.2651 - output23_mean_squared_error: 15.3937 - output24_mean_squared_error: 21.3728 - output25_mean_squared_error: 27.7901 - output26_mean_squared_error: 14.5473 - output27_mean_squared_error: 28.4880 - output28_mean_squared_error: 20.4146 - output29_mean_squared_error: 26.5470 Epoch 1605/2000 121/121 [==============================] - 0s 992us/step - loss: 609.7951 - output00_loss: 12.3903 - output01_loss: 13.3287 - output02_loss: 21.3883 - output03_loss: 32.1574 - output04_loss: 25.7156 - output05_loss: 18.4193 - output06_loss: 19.5825 - output07_loss: 21.7806 - output08_loss: 14.0898 - output09_loss: 19.1304 - output10_loss: 19.0825 - output11_loss: 20.7584 - output12_loss: 16.5981 - output13_loss: 25.0936 - output14_loss: 17.6627 - output15_loss: 27.5181 - output16_loss: 20.7437 - output17_loss: 21.6263 - output18_loss: 14.1374 - output19_loss: 10.3968 - output20_loss: 11.8924 - output21_loss: 29.4916 - output22_loss: 22.2649 - output23_loss: 15.3937 - output24_loss: 21.3724 - output25_loss: 27.7899 - output26_loss: 14.5473 - output27_loss: 28.4874 - output28_loss: 20.4122 - output29_loss: 26.5430 - output00_mean_squared_error: 12.3903 - output01_mean_squared_error: 13.3287 - output02_mean_squared_error: 21.3883 - output03_mean_squared_error: 32.1574 - output04_mean_squared_error: 25.7156 - output05_mean_squared_error: 18.4193 - output06_mean_squared_error: 19.5825 - output07_mean_squared_error: 21.7806 - output08_mean_squared_error: 14.0898 - output09_mean_squared_error: 19.1304 - output10_mean_squared_error: 19.0825 - output11_mean_squared_error: 20.7584 - output12_mean_squared_error: 16.5981 - output13_mean_squared_error: 25.0936 - output14_mean_squared_error: 17.6627 - output15_mean_squared_error: 27.5181 - output16_mean_squared_error: 20.7437 - output17_mean_squared_error: 21.6263 - output18_mean_squared_error: 14.1374 - output19_mean_squared_error: 10.3968 - output20_mean_squared_error: 11.8924 - output21_mean_squared_error: 29.4916 - output22_mean_squared_error: 22.2649 - output23_mean_squared_error: 15.3937 - output24_mean_squared_error: 21.3724 - output25_mean_squared_error: 27.7899 - output26_mean_squared_error: 14.5473 - output27_mean_squared_error: 28.4874 - output28_mean_squared_error: 20.4122 - output29_mean_squared_error: 26.5430 Epoch 1606/2000 121/121 [==============================] - 0s 494us/step - loss: 609.7657 - output00_loss: 12.3903 - output01_loss: 13.3274 - output02_loss: 21.3869 - output03_loss: 32.1569 - output04_loss: 25.7130 - output05_loss: 18.4191 - output06_loss: 19.5798 - output07_loss: 21.7785 - output08_loss: 14.0894 - output09_loss: 19.1301 - output10_loss: 19.0825 - output11_loss: 20.7584 - output12_loss: 16.5977 - output13_loss: 25.0921 - output14_loss: 17.6613 - output15_loss: 27.5162 - output16_loss: 20.7437 - output17_loss: 21.6252 - output18_loss: 14.1373 - output19_loss: 10.3953 - output20_loss: 11.8908 - output21_loss: 29.4910 - output22_loss: 22.2647 - output23_loss: 15.3936 - output24_loss: 21.3720 - output25_loss: 27.7898 - output26_loss: 14.5473 - output27_loss: 28.4868 - output28_loss: 20.4099 - output29_loss: 26.5390 - output00_mean_squared_error: 12.3903 - output01_mean_squared_error: 13.3274 - output02_mean_squared_error: 21.3869 - output03_mean_squared_error: 32.1569 - output04_mean_squared_error: 25.7130 - output05_mean_squared_error: 18.4191 - output06_mean_squared_error: 19.5798 - output07_mean_squared_error: 21.7785 - output08_mean_squared_error: 14.0894 - output09_mean_squared_error: 19.1301 - output10_mean_squared_error: 19.0825 - output11_mean_squared_error: 20.7584 - output12_mean_squared_error: 16.5977 - output13_mean_squared_error: 25.0921 - output14_mean_squared_error: 17.6613 - output15_mean_squared_error: 27.5162 - output16_mean_squared_error: 20.7437 - output17_mean_squared_error: 21.6252 - output18_mean_squared_error: 14.1373 - output19_mean_squared_error: 10.3953 - output20_mean_squared_error: 11.8908 - output21_mean_squared_error: 29.4910 - output22_mean_squared_error: 22.2647 - output23_mean_squared_error: 15.3936 - output24_mean_squared_error: 21.3720 - output25_mean_squared_error: 27.7898 - output26_mean_squared_error: 14.5473 - output27_mean_squared_error: 28.4868 - output28_mean_squared_error: 20.4099 - output29_mean_squared_error: 26.5390 Epoch 1607/2000 121/121 [==============================] - 0s 1ms/step - loss: 609.7365 - output00_loss: 12.3903 - output01_loss: 13.3261 - output02_loss: 21.3855 - output03_loss: 32.1563 - output04_loss: 25.7103 - output05_loss: 18.4190 - output06_loss: 19.5772 - output07_loss: 21.7764 - output08_loss: 14.0890 - output09_loss: 19.1299 - output10_loss: 19.0824 - output11_loss: 20.7583 - output12_loss: 16.5974 - output13_loss: 25.0907 - output14_loss: 17.6598 - output15_loss: 27.5142 - output16_loss: 20.7436 - output17_loss: 21.6241 - output18_loss: 14.1373 - output19_loss: 10.3937 - output20_loss: 11.8891 - output21_loss: 29.4904 - output22_loss: 22.2645 - output23_loss: 15.3936 - output24_loss: 21.3715 - output25_loss: 27.7896 - output26_loss: 14.5473 - output27_loss: 28.4862 - output28_loss: 20.4075 - output29_loss: 26.5351 - output00_mean_squared_error: 12.3903 - output01_mean_squared_error: 13.3261 - output02_mean_squared_error: 21.3855 - output03_mean_squared_error: 32.1563 - output04_mean_squared_error: 25.7103 - output05_mean_squared_error: 18.4190 - output06_mean_squared_error: 19.5772 - output07_mean_squared_error: 21.7764 - output08_mean_squared_error: 14.0890 - output09_mean_squared_error: 19.1299 - output10_mean_squared_error: 19.0824 - output11_mean_squared_error: 20.7583 - output12_mean_squared_error: 16.5974 - output13_mean_squared_error: 25.0907 - output14_mean_squared_error: 17.6598 - output15_mean_squared_error: 27.5142 - output16_mean_squared_error: 20.7436 - output17_mean_squared_error: 21.6241 - output18_mean_squared_error: 14.1373 - output19_mean_squared_error: 10.3937 - output20_mean_squared_error: 11.8891 - output21_mean_squared_error: 29.4904 - output22_mean_squared_error: 22.2645 - output23_mean_squared_error: 15.3936 - output24_mean_squared_error: 21.3715 - output25_mean_squared_error: 27.7896 - output26_mean_squared_error: 14.5473 - output27_mean_squared_error: 28.4862 - output28_mean_squared_error: 20.4075 - output29_mean_squared_error: 26.5351 Epoch 1608/2000 121/121 [==============================] - 0s 703us/step - loss: 609.7072 - output00_loss: 12.3903 - output01_loss: 13.3248 - output02_loss: 21.3841 - output03_loss: 32.1558 - output04_loss: 25.7076 - output05_loss: 18.4189 - output06_loss: 19.5745 - output07_loss: 21.7744 - output08_loss: 14.0886 - output09_loss: 19.1297 - output10_loss: 19.0823 - output11_loss: 20.7583 - output12_loss: 16.5971 - output13_loss: 25.0893 - output14_loss: 17.6583 - output15_loss: 27.5123 - output16_loss: 20.7436 - output17_loss: 21.6231 - output18_loss: 14.1373 - output19_loss: 10.3921 - output20_loss: 11.8876 - output21_loss: 29.4897 - output22_loss: 22.2643 - output23_loss: 15.3935 - output24_loss: 21.3711 - output25_loss: 27.7895 - output26_loss: 14.5472 - output27_loss: 28.4856 - output28_loss: 20.4052 - output29_loss: 26.5311 - output00_mean_squared_error: 12.3903 - output01_mean_squared_error: 13.3248 - output02_mean_squared_error: 21.3841 - output03_mean_squared_error: 32.1558 - output04_mean_squared_error: 25.7076 - output05_mean_squared_error: 18.4189 - output06_mean_squared_error: 19.5745 - output07_mean_squared_error: 21.7744 - output08_mean_squared_error: 14.0886 - output09_mean_squared_error: 19.1297 - output10_mean_squared_error: 19.0823 - output11_mean_squared_error: 20.7583 - output12_mean_squared_error: 16.5971 - output13_mean_squared_error: 25.0893 - output14_mean_squared_error: 17.6583 - output15_mean_squared_error: 27.5123 - output16_mean_squared_error: 20.7436 - output17_mean_squared_error: 21.6231 - output18_mean_squared_error: 14.1373 - output19_mean_squared_error: 10.3921 - output20_mean_squared_error: 11.8876 - output21_mean_squared_error: 29.4897 - output22_mean_squared_error: 22.2643 - output23_mean_squared_error: 15.3935 - output24_mean_squared_error: 21.3711 - output25_mean_squared_error: 27.7895 - output26_mean_squared_error: 14.5472 - output27_mean_squared_error: 28.4856 - output28_mean_squared_error: 20.4052 - output29_mean_squared_error: 26.5311 Epoch 1609/2000 121/121 [==============================] - 0s 931us/step - loss: 609.6779 - output00_loss: 12.3903 - output01_loss: 13.3234 - output02_loss: 21.3827 - output03_loss: 32.1553 - output04_loss: 25.7049 - output05_loss: 18.4188 - output06_loss: 19.5719 - output07_loss: 21.7723 - output08_loss: 14.0882 - output09_loss: 19.1294 - output10_loss: 19.0822 - output11_loss: 20.7583 - output12_loss: 16.5968 - output13_loss: 25.0878 - output14_loss: 17.6569 - output15_loss: 27.5104 - output16_loss: 20.7436 - output17_loss: 21.6220 - output18_loss: 14.1372 - output19_loss: 10.3905 - output20_loss: 11.8860 - output21_loss: 29.4891 - output22_loss: 22.2641 - output23_loss: 15.3935 - output24_loss: 21.3707 - output25_loss: 27.7894 - output26_loss: 14.5472 - output27_loss: 28.4850 - output28_loss: 20.4028 - output29_loss: 26.5272 - output00_mean_squared_error: 12.3903 - output01_mean_squared_error: 13.3234 - output02_mean_squared_error: 21.3827 - output03_mean_squared_error: 32.1553 - output04_mean_squared_error: 25.7049 - output05_mean_squared_error: 18.4188 - output06_mean_squared_error: 19.5719 - output07_mean_squared_error: 21.7723 - output08_mean_squared_error: 14.0882 - output09_mean_squared_error: 19.1294 - output10_mean_squared_error: 19.0822 - output11_mean_squared_error: 20.7583 - output12_mean_squared_error: 16.5968 - output13_mean_squared_error: 25.0878 - output14_mean_squared_error: 17.6569 - output15_mean_squared_error: 27.5104 - output16_mean_squared_error: 20.7436 - output17_mean_squared_error: 21.6220 - output18_mean_squared_error: 14.1372 - output19_mean_squared_error: 10.3905 - output20_mean_squared_error: 11.8860 - output21_mean_squared_error: 29.4891 - output22_mean_squared_error: 22.2641 - output23_mean_squared_error: 15.3935 - output24_mean_squared_error: 21.3707 - output25_mean_squared_error: 27.7894 - output26_mean_squared_error: 14.5472 - output27_mean_squared_error: 28.4850 - output28_mean_squared_error: 20.4028 - output29_mean_squared_error: 26.5272 Epoch 1610/2000 121/121 [==============================] - 0s 2ms/step - loss: 609.6487 - output00_loss: 12.3903 - output01_loss: 13.3221 - output02_loss: 21.3813 - output03_loss: 32.1548 - output04_loss: 25.7022 - output05_loss: 18.4186 - output06_loss: 19.5693 - output07_loss: 21.7702 - output08_loss: 14.0878 - output09_loss: 19.1292 - output10_loss: 19.0821 - output11_loss: 20.7583 - output12_loss: 16.5964 - output13_loss: 25.0864 - output14_loss: 17.6554 - output15_loss: 27.5085 - output16_loss: 20.7436 - output17_loss: 21.6209 - output18_loss: 14.1372 - output19_loss: 10.3889 - output20_loss: 11.8844 - output21_loss: 29.4885 - output22_loss: 22.2639 - output23_loss: 15.3935 - output24_loss: 21.3702 - output25_loss: 27.7892 - output26_loss: 14.5472 - output27_loss: 28.4845 - output28_loss: 20.4005 - output29_loss: 26.5233 - output00_mean_squared_error: 12.3903 - output01_mean_squared_error: 13.3221 - output02_mean_squared_error: 21.3813 - output03_mean_squared_error: 32.1548 - output04_mean_squared_error: 25.7022 - output05_mean_squared_error: 18.4186 - output06_mean_squared_error: 19.5693 - output07_mean_squared_error: 21.7702 - output08_mean_squared_error: 14.0878 - output09_mean_squared_error: 19.1292 - output10_mean_squared_error: 19.0821 - output11_mean_squared_error: 20.7583 - output12_mean_squared_error: 16.5964 - output13_mean_squared_error: 25.0864 - output14_mean_squared_error: 17.6554 - output15_mean_squared_error: 27.5085 - output16_mean_squared_error: 20.7436 - output17_mean_squared_error: 21.6209 - output18_mean_squared_error: 14.1372 - output19_mean_squared_error: 10.3889 - output20_mean_squared_error: 11.8844 - output21_mean_squared_error: 29.4885 - output22_mean_squared_error: 22.2639 - output23_mean_squared_error: 15.3935 - output24_mean_squared_error: 21.3702 - output25_mean_squared_error: 27.7892 - output26_mean_squared_error: 14.5472 - output27_mean_squared_error: 28.4845 - output28_mean_squared_error: 20.4005 - output29_mean_squared_error: 26.5233 Epoch 1611/2000 121/121 [==============================] - 0s 1ms/step - loss: 609.6197 - output00_loss: 12.3902 - output01_loss: 13.3208 - output02_loss: 21.3799 - output03_loss: 32.1542 - output04_loss: 25.6996 - output05_loss: 18.4185 - output06_loss: 19.5667 - output07_loss: 21.7681 - output08_loss: 14.0874 - output09_loss: 19.1290 - output10_loss: 19.0821 - output11_loss: 20.7583 - output12_loss: 16.5961 - output13_loss: 25.0850 - output14_loss: 17.6539 - output15_loss: 27.5066 - output16_loss: 20.7436 - output17_loss: 21.6198 - output18_loss: 14.1372 - output19_loss: 10.3874 - output20_loss: 11.8828 - output21_loss: 29.4879 - output22_loss: 22.2637 - output23_loss: 15.3934 - output24_loss: 21.3698 - output25_loss: 27.7891 - output26_loss: 14.5471 - output27_loss: 28.4839 - output28_loss: 20.3982 - output29_loss: 26.5194 - output00_mean_squared_error: 12.3902 - output01_mean_squared_error: 13.3208 - output02_mean_squared_error: 21.3799 - output03_mean_squared_error: 32.1542 - output04_mean_squared_error: 25.6996 - output05_mean_squared_error: 18.4185 - output06_mean_squared_error: 19.5667 - output07_mean_squared_error: 21.7681 - output08_mean_squared_error: 14.0874 - output09_mean_squared_error: 19.1290 - output10_mean_squared_error: 19.0821 - output11_mean_squared_error: 20.7583 - output12_mean_squared_error: 16.5961 - output13_mean_squared_error: 25.0850 - output14_mean_squared_error: 17.6539 - output15_mean_squared_error: 27.5066 - output16_mean_squared_error: 20.7436 - output17_mean_squared_error: 21.6198 - output18_mean_squared_error: 14.1372 - output19_mean_squared_error: 10.3874 - output20_mean_squared_error: 11.8828 - output21_mean_squared_error: 29.4879 - output22_mean_squared_error: 22.2637 - output23_mean_squared_error: 15.3934 - output24_mean_squared_error: 21.3698 - output25_mean_squared_error: 27.7891 - output26_mean_squared_error: 14.5471 - output27_mean_squared_error: 28.4839 - output28_mean_squared_error: 20.3982 - output29_mean_squared_error: 26.5194 Epoch 1612/2000 121/121 [==============================] - 0s 1ms/step - loss: 609.5908 - output00_loss: 12.3902 - output01_loss: 13.3195 - output02_loss: 21.3785 - output03_loss: 32.1537 - output04_loss: 25.6969 - output05_loss: 18.4184 - output06_loss: 19.5641 - output07_loss: 21.7661 - output08_loss: 14.0870 - output09_loss: 19.1287 - output10_loss: 19.0820 - output11_loss: 20.7583 - output12_loss: 16.5958 - output13_loss: 25.0836 - output14_loss: 17.6525 - output15_loss: 27.5047 - output16_loss: 20.7436 - output17_loss: 21.6188 - output18_loss: 14.1371 - output19_loss: 10.3858 - output20_loss: 11.8812 - output21_loss: 29.4873 - output22_loss: 22.2636 - output23_loss: 15.3934 - output24_loss: 21.3694 - output25_loss: 27.7890 - output26_loss: 14.5471 - output27_loss: 28.4833 - output28_loss: 20.3958 - output29_loss: 26.5154 - output00_mean_squared_error: 12.3902 - output01_mean_squared_error: 13.3195 - output02_mean_squared_error: 21.3785 - output03_mean_squared_error: 32.1537 - output04_mean_squared_error: 25.6969 - output05_mean_squared_error: 18.4184 - output06_mean_squared_error: 19.5641 - output07_mean_squared_error: 21.7661 - output08_mean_squared_error: 14.0870 - output09_mean_squared_error: 19.1287 - output10_mean_squared_error: 19.0820 - output11_mean_squared_error: 20.7583 - output12_mean_squared_error: 16.5958 - output13_mean_squared_error: 25.0836 - output14_mean_squared_error: 17.6525 - output15_mean_squared_error: 27.5047 - output16_mean_squared_error: 20.7436 - output17_mean_squared_error: 21.6188 - output18_mean_squared_error: 14.1371 - output19_mean_squared_error: 10.3858 - output20_mean_squared_error: 11.8812 - output21_mean_squared_error: 29.4873 - output22_mean_squared_error: 22.2636 - output23_mean_squared_error: 15.3934 - output24_mean_squared_error: 21.3694 - output25_mean_squared_error: 27.7890 - output26_mean_squared_error: 14.5471 - output27_mean_squared_error: 28.4833 - output28_mean_squared_error: 20.3958 - output29_mean_squared_error: 26.5154 Epoch 1613/2000 121/121 [==============================] - 0s 891us/step - loss: 609.5616 - output00_loss: 12.3902 - output01_loss: 13.3182 - output02_loss: 21.3771 - output03_loss: 32.1532 - output04_loss: 25.6943 - output05_loss: 18.4183 - output06_loss: 19.5615 - output07_loss: 21.7640 - output08_loss: 14.0867 - output09_loss: 19.1285 - output10_loss: 19.0819 - output11_loss: 20.7583 - output12_loss: 16.5955 - output13_loss: 25.0821 - output14_loss: 17.6510 - output15_loss: 27.5028 - output16_loss: 20.7435 - output17_loss: 21.6177 - output18_loss: 14.1371 - output19_loss: 10.3842 - output20_loss: 11.8796 - output21_loss: 29.4867 - output22_loss: 22.2634 - output23_loss: 15.3934 - output24_loss: 21.3689 - output25_loss: 27.7888 - output26_loss: 14.5471 - output27_loss: 28.4827 - output28_loss: 20.3935 - output29_loss: 26.5115 - output00_mean_squared_error: 12.3902 - output01_mean_squared_error: 13.3182 - output02_mean_squared_error: 21.3771 - output03_mean_squared_error: 32.1532 - output04_mean_squared_error: 25.6943 - output05_mean_squared_error: 18.4183 - output06_mean_squared_error: 19.5615 - output07_mean_squared_error: 21.7640 - output08_mean_squared_error: 14.0867 - output09_mean_squared_error: 19.1285 - output10_mean_squared_error: 19.0819 - output11_mean_squared_error: 20.7583 - output12_mean_squared_error: 16.5955 - output13_mean_squared_error: 25.0821 - output14_mean_squared_error: 17.6510 - output15_mean_squared_error: 27.5028 - output16_mean_squared_error: 20.7435 - output17_mean_squared_error: 21.6177 - output18_mean_squared_error: 14.1371 - output19_mean_squared_error: 10.3842 - output20_mean_squared_error: 11.8796 - output21_mean_squared_error: 29.4867 - output22_mean_squared_error: 22.2634 - output23_mean_squared_error: 15.3934 - output24_mean_squared_error: 21.3689 - output25_mean_squared_error: 27.7888 - output26_mean_squared_error: 14.5471 - output27_mean_squared_error: 28.4827 - output28_mean_squared_error: 20.3935 - output29_mean_squared_error: 26.5115 Epoch 1614/2000 121/121 [==============================] - 0s 1ms/step - loss: 609.5327 - output00_loss: 12.3902 - output01_loss: 13.3169 - output02_loss: 21.3758 - output03_loss: 32.1527 - output04_loss: 25.6916 - output05_loss: 18.4181 - output06_loss: 19.5588 - output07_loss: 21.7620 - output08_loss: 14.0863 - output09_loss: 19.1283 - output10_loss: 19.0818 - output11_loss: 20.7583 - output12_loss: 16.5952 - output13_loss: 25.0807 - output14_loss: 17.6496 - output15_loss: 27.5009 - output16_loss: 20.7435 - output17_loss: 21.6166 - output18_loss: 14.1370 - output19_loss: 10.3826 - output20_loss: 11.8780 - output21_loss: 29.4860 - output22_loss: 22.2632 - output23_loss: 15.3933 - output24_loss: 21.3685 - output25_loss: 27.7887 - output26_loss: 14.5471 - output27_loss: 28.4822 - output28_loss: 20.3912 - output29_loss: 26.5076 - output00_mean_squared_error: 12.3902 - output01_mean_squared_error: 13.3169 - output02_mean_squared_error: 21.3758 - output03_mean_squared_error: 32.1527 - output04_mean_squared_error: 25.6916 - output05_mean_squared_error: 18.4181 - output06_mean_squared_error: 19.5588 - output07_mean_squared_error: 21.7620 - output08_mean_squared_error: 14.0863 - output09_mean_squared_error: 19.1283 - output10_mean_squared_error: 19.0818 - output11_mean_squared_error: 20.7583 - output12_mean_squared_error: 16.5952 - output13_mean_squared_error: 25.0807 - output14_mean_squared_error: 17.6496 - output15_mean_squared_error: 27.5009 - output16_mean_squared_error: 20.7435 - output17_mean_squared_error: 21.6166 - output18_mean_squared_error: 14.1370 - output19_mean_squared_error: 10.3826 - output20_mean_squared_error: 11.8780 - output21_mean_squared_error: 29.4860 - output22_mean_squared_error: 22.2632 - output23_mean_squared_error: 15.3933 - output24_mean_squared_error: 21.3685 - output25_mean_squared_error: 27.7887 - output26_mean_squared_error: 14.5471 - output27_mean_squared_error: 28.4822 - output28_mean_squared_error: 20.3912 - output29_mean_squared_error: 26.5076 Epoch 1615/2000 121/121 [==============================] - 0s 491us/step - loss: 609.5039 - output00_loss: 12.3902 - output01_loss: 13.3156 - output02_loss: 21.3744 - output03_loss: 32.1522 - output04_loss: 25.6890 - output05_loss: 18.4180 - output06_loss: 19.5562 - output07_loss: 21.7599 - output08_loss: 14.0859 - output09_loss: 19.1281 - output10_loss: 19.0817 - output11_loss: 20.7583 - output12_loss: 16.5948 - output13_loss: 25.0793 - output14_loss: 17.6481 - output15_loss: 27.4990 - output16_loss: 20.7435 - output17_loss: 21.6156 - output18_loss: 14.1370 - output19_loss: 10.3811 - output20_loss: 11.8764 - output21_loss: 29.4854 - output22_loss: 22.2630 - output23_loss: 15.3933 - output24_loss: 21.3681 - output25_loss: 27.7885 - output26_loss: 14.5470 - output27_loss: 28.4816 - output28_loss: 20.3889 - output29_loss: 26.5037 - output00_mean_squared_error: 12.3902 - output01_mean_squared_error: 13.3156 - output02_mean_squared_error: 21.3744 - output03_mean_squared_error: 32.1522 - output04_mean_squared_error: 25.6890 - output05_mean_squared_error: 18.4180 - output06_mean_squared_error: 19.5562 - output07_mean_squared_error: 21.7599 - output08_mean_squared_error: 14.0859 - output09_mean_squared_error: 19.1281 - output10_mean_squared_error: 19.0817 - output11_mean_squared_error: 20.7583 - output12_mean_squared_error: 16.5948 - output13_mean_squared_error: 25.0793 - output14_mean_squared_error: 17.6481 - output15_mean_squared_error: 27.4990 - output16_mean_squared_error: 20.7435 - output17_mean_squared_error: 21.6156 - output18_mean_squared_error: 14.1370 - output19_mean_squared_error: 10.3811 - output20_mean_squared_error: 11.8764 - output21_mean_squared_error: 29.4854 - output22_mean_squared_error: 22.2630 - output23_mean_squared_error: 15.3933 - output24_mean_squared_error: 21.3681 - output25_mean_squared_error: 27.7885 - output26_mean_squared_error: 14.5470 - output27_mean_squared_error: 28.4816 - output28_mean_squared_error: 20.3889 - output29_mean_squared_error: 26.5037 Epoch 1616/2000 121/121 [==============================] - 0s 1ms/step - loss: 609.4749 - output00_loss: 12.3902 - output01_loss: 13.3143 - output02_loss: 21.3730 - output03_loss: 32.1517 - output04_loss: 25.6863 - output05_loss: 18.4179 - output06_loss: 19.5536 - output07_loss: 21.7579 - output08_loss: 14.0855 - output09_loss: 19.1278 - output10_loss: 19.0817 - output11_loss: 20.7582 - output12_loss: 16.5945 - output13_loss: 25.0779 - output14_loss: 17.6467 - output15_loss: 27.4971 - output16_loss: 20.7435 - output17_loss: 21.6145 - output18_loss: 14.1370 - output19_loss: 10.3795 - output20_loss: 11.8749 - output21_loss: 29.4848 - output22_loss: 22.2628 - output23_loss: 15.3932 - output24_loss: 21.3677 - output25_loss: 27.7884 - output26_loss: 14.5470 - output27_loss: 28.4810 - output28_loss: 20.3866 - output29_loss: 26.4998 - output00_mean_squared_error: 12.3902 - output01_mean_squared_error: 13.3143 - output02_mean_squared_error: 21.3730 - output03_mean_squared_error: 32.1517 - output04_mean_squared_error: 25.6863 - output05_mean_squared_error: 18.4179 - output06_mean_squared_error: 19.5536 - output07_mean_squared_error: 21.7579 - output08_mean_squared_error: 14.0855 - output09_mean_squared_error: 19.1278 - output10_mean_squared_error: 19.0817 - output11_mean_squared_error: 20.7582 - output12_mean_squared_error: 16.5945 - output13_mean_squared_error: 25.0779 - output14_mean_squared_error: 17.6467 - output15_mean_squared_error: 27.4971 - output16_mean_squared_error: 20.7435 - output17_mean_squared_error: 21.6145 - output18_mean_squared_error: 14.1370 - output19_mean_squared_error: 10.3795 - output20_mean_squared_error: 11.8749 - output21_mean_squared_error: 29.4848 - output22_mean_squared_error: 22.2628 - output23_mean_squared_error: 15.3932 - output24_mean_squared_error: 21.3677 - output25_mean_squared_error: 27.7884 - output26_mean_squared_error: 14.5470 - output27_mean_squared_error: 28.4810 - output28_mean_squared_error: 20.3866 - output29_mean_squared_error: 26.4998 Epoch 1617/2000 121/121 [==============================] - 0s 720us/step - loss: 609.4463 - output00_loss: 12.3902 - output01_loss: 13.3130 - output02_loss: 21.3717 - output03_loss: 32.1511 - output04_loss: 25.6837 - output05_loss: 18.4177 - output06_loss: 19.5511 - output07_loss: 21.7558 - output08_loss: 14.0851 - output09_loss: 19.1276 - output10_loss: 19.0816 - output11_loss: 20.7582 - output12_loss: 16.5942 - output13_loss: 25.0765 - output14_loss: 17.6453 - output15_loss: 27.4952 - output16_loss: 20.7435 - output17_loss: 21.6135 - output18_loss: 14.1369 - output19_loss: 10.3779 - output20_loss: 11.8733 - output21_loss: 29.4842 - output22_loss: 22.2626 - output23_loss: 15.3932 - output24_loss: 21.3672 - output25_loss: 27.7883 - output26_loss: 14.5470 - output27_loss: 28.4805 - output28_loss: 20.3843 - output29_loss: 26.4959 - output00_mean_squared_error: 12.3902 - output01_mean_squared_error: 13.3130 - output02_mean_squared_error: 21.3717 - output03_mean_squared_error: 32.1511 - output04_mean_squared_error: 25.6837 - output05_mean_squared_error: 18.4177 - output06_mean_squared_error: 19.5511 - output07_mean_squared_error: 21.7558 - output08_mean_squared_error: 14.0851 - output09_mean_squared_error: 19.1276 - output10_mean_squared_error: 19.0816 - output11_mean_squared_error: 20.7582 - output12_mean_squared_error: 16.5942 - output13_mean_squared_error: 25.0765 - output14_mean_squared_error: 17.6453 - output15_mean_squared_error: 27.4952 - output16_mean_squared_error: 20.7435 - output17_mean_squared_error: 21.6135 - output18_mean_squared_error: 14.1369 - output19_mean_squared_error: 10.3779 - output20_mean_squared_error: 11.8733 - output21_mean_squared_error: 29.4842 - output22_mean_squared_error: 22.2626 - output23_mean_squared_error: 15.3932 - output24_mean_squared_error: 21.3672 - output25_mean_squared_error: 27.7883 - output26_mean_squared_error: 14.5470 - output27_mean_squared_error: 28.4805 - output28_mean_squared_error: 20.3843 - output29_mean_squared_error: 26.4959 Epoch 1618/2000 121/121 [==============================] - 0s 546us/step - loss: 609.4175 - output00_loss: 12.3902 - output01_loss: 13.3117 - output02_loss: 21.3703 - output03_loss: 32.1506 - output04_loss: 25.6810 - output05_loss: 18.4176 - output06_loss: 19.5485 - output07_loss: 21.7538 - output08_loss: 14.0847 - output09_loss: 19.1274 - output10_loss: 19.0815 - output11_loss: 20.7582 - output12_loss: 16.5939 - output13_loss: 25.0751 - output14_loss: 17.6438 - output15_loss: 27.4933 - output16_loss: 20.7435 - output17_loss: 21.6124 - output18_loss: 14.1369 - output19_loss: 10.3764 - output20_loss: 11.8717 - output21_loss: 29.4836 - output22_loss: 22.2625 - output23_loss: 15.3932 - output24_loss: 21.3668 - output25_loss: 27.7881 - output26_loss: 14.5470 - output27_loss: 28.4799 - output28_loss: 20.3820 - output29_loss: 26.4920 - output00_mean_squared_error: 12.3902 - output01_mean_squared_error: 13.3117 - output02_mean_squared_error: 21.3703 - output03_mean_squared_error: 32.1506 - output04_mean_squared_error: 25.6810 - output05_mean_squared_error: 18.4176 - output06_mean_squared_error: 19.5485 - output07_mean_squared_error: 21.7538 - output08_mean_squared_error: 14.0847 - output09_mean_squared_error: 19.1274 - output10_mean_squared_error: 19.0815 - output11_mean_squared_error: 20.7582 - output12_mean_squared_error: 16.5939 - output13_mean_squared_error: 25.0751 - output14_mean_squared_error: 17.6438 - output15_mean_squared_error: 27.4933 - output16_mean_squared_error: 20.7435 - output17_mean_squared_error: 21.6124 - output18_mean_squared_error: 14.1369 - output19_mean_squared_error: 10.3764 - output20_mean_squared_error: 11.8717 - output21_mean_squared_error: 29.4836 - output22_mean_squared_error: 22.2625 - output23_mean_squared_error: 15.3932 - output24_mean_squared_error: 21.3668 - output25_mean_squared_error: 27.7881 - output26_mean_squared_error: 14.5470 - output27_mean_squared_error: 28.4799 - output28_mean_squared_error: 20.3820 - output29_mean_squared_error: 26.4920 Epoch 1619/2000 121/121 [==============================] - 0s 2ms/step - loss: 609.3889 - output00_loss: 12.3901 - output01_loss: 13.3104 - output02_loss: 21.3689 - output03_loss: 32.1501 - output04_loss: 25.6784 - output05_loss: 18.4175 - output06_loss: 19.5459 - output07_loss: 21.7517 - output08_loss: 14.0844 - output09_loss: 19.1272 - output10_loss: 19.0814 - output11_loss: 20.7582 - output12_loss: 16.5936 - output13_loss: 25.0737 - output14_loss: 17.6424 - output15_loss: 27.4914 - output16_loss: 20.7434 - output17_loss: 21.6113 - output18_loss: 14.1369 - output19_loss: 10.3748 - output20_loss: 11.8701 - output21_loss: 29.4830 - output22_loss: 22.2623 - output23_loss: 15.3931 - output24_loss: 21.3664 - output25_loss: 27.7880 - output26_loss: 14.5469 - output27_loss: 28.4794 - output28_loss: 20.3797 - output29_loss: 26.4881 - output00_mean_squared_error: 12.3901 - output01_mean_squared_error: 13.3104 - output02_mean_squared_error: 21.3689 - output03_mean_squared_error: 32.1501 - output04_mean_squared_error: 25.6784 - output05_mean_squared_error: 18.4175 - output06_mean_squared_error: 19.5459 - output07_mean_squared_error: 21.7517 - output08_mean_squared_error: 14.0844 - output09_mean_squared_error: 19.1272 - output10_mean_squared_error: 19.0814 - output11_mean_squared_error: 20.7582 - output12_mean_squared_error: 16.5936 - output13_mean_squared_error: 25.0737 - output14_mean_squared_error: 17.6424 - output15_mean_squared_error: 27.4914 - output16_mean_squared_error: 20.7434 - output17_mean_squared_error: 21.6113 - output18_mean_squared_error: 14.1369 - output19_mean_squared_error: 10.3748 - output20_mean_squared_error: 11.8701 - output21_mean_squared_error: 29.4830 - output22_mean_squared_error: 22.2623 - output23_mean_squared_error: 15.3931 - output24_mean_squared_error: 21.3664 - output25_mean_squared_error: 27.7880 - output26_mean_squared_error: 14.5469 - output27_mean_squared_error: 28.4794 - output28_mean_squared_error: 20.3797 - output29_mean_squared_error: 26.4881 Epoch 1620/2000 121/121 [==============================] - 0s 767us/step - loss: 609.3604 - output00_loss: 12.3901 - output01_loss: 13.3091 - output02_loss: 21.3676 - output03_loss: 32.1496 - output04_loss: 25.6758 - output05_loss: 18.4174 - output06_loss: 19.5433 - output07_loss: 21.7497 - output08_loss: 14.0840 - output09_loss: 19.1269 - output10_loss: 19.0813 - output11_loss: 20.7582 - output12_loss: 16.5933 - output13_loss: 25.0723 - output14_loss: 17.6410 - output15_loss: 27.4895 - output16_loss: 20.7434 - output17_loss: 21.6103 - output18_loss: 14.1368 - output19_loss: 10.3733 - output20_loss: 11.8686 - output21_loss: 29.4824 - output22_loss: 22.2621 - output23_loss: 15.3931 - output24_loss: 21.3660 - output25_loss: 27.7879 - output26_loss: 14.5469 - output27_loss: 28.4788 - output28_loss: 20.3774 - output29_loss: 26.4842 - output00_mean_squared_error: 12.3901 - output01_mean_squared_error: 13.3091 - output02_mean_squared_error: 21.3676 - output03_mean_squared_error: 32.1496 - output04_mean_squared_error: 25.6758 - output05_mean_squared_error: 18.4174 - output06_mean_squared_error: 19.5433 - output07_mean_squared_error: 21.7497 - output08_mean_squared_error: 14.0840 - output09_mean_squared_error: 19.1269 - output10_mean_squared_error: 19.0813 - output11_mean_squared_error: 20.7582 - output12_mean_squared_error: 16.5933 - output13_mean_squared_error: 25.0723 - output14_mean_squared_error: 17.6410 - output15_mean_squared_error: 27.4895 - output16_mean_squared_error: 20.7434 - output17_mean_squared_error: 21.6103 - output18_mean_squared_error: 14.1368 - output19_mean_squared_error: 10.3733 - output20_mean_squared_error: 11.8686 - output21_mean_squared_error: 29.4824 - output22_mean_squared_error: 22.2621 - output23_mean_squared_error: 15.3931 - output24_mean_squared_error: 21.3660 - output25_mean_squared_error: 27.7879 - output26_mean_squared_error: 14.5469 - output27_mean_squared_error: 28.4788 - output28_mean_squared_error: 20.3774 - output29_mean_squared_error: 26.4842 Epoch 1621/2000 121/121 [==============================] - 0s 975us/step - loss: 609.3316 - output00_loss: 12.3901 - output01_loss: 13.3078 - output02_loss: 21.3662 - output03_loss: 32.1491 - output04_loss: 25.6731 - output05_loss: 18.4172 - output06_loss: 19.5407 - output07_loss: 21.7477 - output08_loss: 14.0836 - output09_loss: 19.1267 - output10_loss: 19.0813 - output11_loss: 20.7582 - output12_loss: 16.5930 - output13_loss: 25.0709 - output14_loss: 17.6395 - output15_loss: 27.4877 - output16_loss: 20.7434 - output17_loss: 21.6092 - output18_loss: 14.1368 - output19_loss: 10.3717 - output20_loss: 11.8670 - output21_loss: 29.4818 - output22_loss: 22.2619 - output23_loss: 15.3931 - output24_loss: 21.3656 - output25_loss: 27.7877 - output26_loss: 14.5469 - output27_loss: 28.4782 - output28_loss: 20.3751 - output29_loss: 26.4804 - output00_mean_squared_error: 12.3901 - output01_mean_squared_error: 13.3078 - output02_mean_squared_error: 21.3662 - output03_mean_squared_error: 32.1491 - output04_mean_squared_error: 25.6731 - output05_mean_squared_error: 18.4172 - output06_mean_squared_error: 19.5407 - output07_mean_squared_error: 21.7477 - output08_mean_squared_error: 14.0836 - output09_mean_squared_error: 19.1267 - output10_mean_squared_error: 19.0813 - output11_mean_squared_error: 20.7582 - output12_mean_squared_error: 16.5930 - output13_mean_squared_error: 25.0709 - output14_mean_squared_error: 17.6395 - output15_mean_squared_error: 27.4877 - output16_mean_squared_error: 20.7434 - output17_mean_squared_error: 21.6092 - output18_mean_squared_error: 14.1368 - output19_mean_squared_error: 10.3717 - output20_mean_squared_error: 11.8670 - output21_mean_squared_error: 29.4818 - output22_mean_squared_error: 22.2619 - output23_mean_squared_error: 15.3931 - output24_mean_squared_error: 21.3656 - output25_mean_squared_error: 27.7877 - output26_mean_squared_error: 14.5469 - output27_mean_squared_error: 28.4782 - output28_mean_squared_error: 20.3751 - output29_mean_squared_error: 26.4804 Epoch 1622/2000 121/121 [==============================] - 0s 467us/step - loss: 609.3032 - output00_loss: 12.3901 - output01_loss: 13.3065 - output02_loss: 21.3649 - output03_loss: 32.1486 - output04_loss: 25.6705 - output05_loss: 18.4171 - output06_loss: 19.5381 - output07_loss: 21.7456 - output08_loss: 14.0832 - output09_loss: 19.1265 - output10_loss: 19.0812 - output11_loss: 20.7582 - output12_loss: 16.5926 - output13_loss: 25.0695 - output14_loss: 17.6381 - output15_loss: 27.4858 - output16_loss: 20.7434 - output17_loss: 21.6082 - output18_loss: 14.1368 - output19_loss: 10.3702 - output20_loss: 11.8655 - output21_loss: 29.4812 - output22_loss: 22.2617 - output23_loss: 15.3930 - output24_loss: 21.3652 - output25_loss: 27.7876 - output26_loss: 14.5468 - output27_loss: 28.4777 - output28_loss: 20.3728 - output29_loss: 26.4765 - output00_mean_squared_error: 12.3901 - output01_mean_squared_error: 13.3065 - output02_mean_squared_error: 21.3649 - output03_mean_squared_error: 32.1486 - output04_mean_squared_error: 25.6705 - output05_mean_squared_error: 18.4171 - output06_mean_squared_error: 19.5381 - output07_mean_squared_error: 21.7456 - output08_mean_squared_error: 14.0832 - output09_mean_squared_error: 19.1265 - output10_mean_squared_error: 19.0812 - output11_mean_squared_error: 20.7582 - output12_mean_squared_error: 16.5926 - output13_mean_squared_error: 25.0695 - output14_mean_squared_error: 17.6381 - output15_mean_squared_error: 27.4858 - output16_mean_squared_error: 20.7434 - output17_mean_squared_error: 21.6082 - output18_mean_squared_error: 14.1368 - output19_mean_squared_error: 10.3702 - output20_mean_squared_error: 11.8655 - output21_mean_squared_error: 29.4812 - output22_mean_squared_error: 22.2617 - output23_mean_squared_error: 15.3930 - output24_mean_squared_error: 21.3652 - output25_mean_squared_error: 27.7876 - output26_mean_squared_error: 14.5468 - output27_mean_squared_error: 28.4777 - output28_mean_squared_error: 20.3728 - output29_mean_squared_error: 26.4765 Epoch 1623/2000 121/121 [==============================] - 0s 676us/step - loss: 609.2747 - output00_loss: 12.3901 - output01_loss: 13.3052 - output02_loss: 21.3635 - output03_loss: 32.1481 - output04_loss: 25.6679 - output05_loss: 18.4170 - output06_loss: 19.5356 - output07_loss: 21.7436 - output08_loss: 14.0829 - output09_loss: 19.1263 - output10_loss: 19.0811 - output11_loss: 20.7582 - output12_loss: 16.5923 - output13_loss: 25.0682 - output14_loss: 17.6367 - output15_loss: 27.4839 - output16_loss: 20.7434 - output17_loss: 21.6071 - output18_loss: 14.1367 - output19_loss: 10.3686 - output20_loss: 11.8639 - output21_loss: 29.4806 - output22_loss: 22.2616 - output23_loss: 15.3930 - output24_loss: 21.3648 - output25_loss: 27.7875 - output26_loss: 14.5468 - output27_loss: 28.4771 - output28_loss: 20.3705 - output29_loss: 26.4726 - output00_mean_squared_error: 12.3901 - output01_mean_squared_error: 13.3052 - output02_mean_squared_error: 21.3635 - output03_mean_squared_error: 32.1481 - output04_mean_squared_error: 25.6679 - output05_mean_squared_error: 18.4170 - output06_mean_squared_error: 19.5356 - output07_mean_squared_error: 21.7436 - output08_mean_squared_error: 14.0829 - output09_mean_squared_error: 19.1263 - output10_mean_squared_error: 19.0811 - output11_mean_squared_error: 20.7582 - output12_mean_squared_error: 16.5923 - output13_mean_squared_error: 25.0682 - output14_mean_squared_error: 17.6367 - output15_mean_squared_error: 27.4839 - output16_mean_squared_error: 20.7434 - output17_mean_squared_error: 21.6071 - output18_mean_squared_error: 14.1367 - output19_mean_squared_error: 10.3686 - output20_mean_squared_error: 11.8639 - output21_mean_squared_error: 29.4806 - output22_mean_squared_error: 22.2616 - output23_mean_squared_error: 15.3930 - output24_mean_squared_error: 21.3648 - output25_mean_squared_error: 27.7875 - output26_mean_squared_error: 14.5468 - output27_mean_squared_error: 28.4771 - output28_mean_squared_error: 20.3705 - output29_mean_squared_error: 26.4726 Epoch 1624/2000 121/121 [==============================] - 0s 876us/step - loss: 609.2463 - output00_loss: 12.3901 - output01_loss: 13.3039 - output02_loss: 21.3621 - output03_loss: 32.1476 - output04_loss: 25.6653 - output05_loss: 18.4169 - output06_loss: 19.5330 - output07_loss: 21.7416 - output08_loss: 14.0825 - output09_loss: 19.1261 - output10_loss: 19.0810 - output11_loss: 20.7581 - output12_loss: 16.5920 - output13_loss: 25.0668 - output14_loss: 17.6353 - output15_loss: 27.4820 - output16_loss: 20.7433 - output17_loss: 21.6061 - output18_loss: 14.1367 - output19_loss: 10.3670 - output20_loss: 11.8623 - output21_loss: 29.4800 - output22_loss: 22.2614 - output23_loss: 15.3930 - output24_loss: 21.3643 - output25_loss: 27.7874 - output26_loss: 14.5468 - output27_loss: 28.4766 - output28_loss: 20.3682 - output29_loss: 26.4688 - output00_mean_squared_error: 12.3901 - output01_mean_squared_error: 13.3039 - output02_mean_squared_error: 21.3621 - output03_mean_squared_error: 32.1476 - output04_mean_squared_error: 25.6653 - output05_mean_squared_error: 18.4169 - output06_mean_squared_error: 19.5330 - output07_mean_squared_error: 21.7416 - output08_mean_squared_error: 14.0825 - output09_mean_squared_error: 19.1261 - output10_mean_squared_error: 19.0810 - output11_mean_squared_error: 20.7581 - output12_mean_squared_error: 16.5920 - output13_mean_squared_error: 25.0668 - output14_mean_squared_error: 17.6353 - output15_mean_squared_error: 27.4820 - output16_mean_squared_error: 20.7433 - output17_mean_squared_error: 21.6061 - output18_mean_squared_error: 14.1367 - output19_mean_squared_error: 10.3670 - output20_mean_squared_error: 11.8623 - output21_mean_squared_error: 29.4800 - output22_mean_squared_error: 22.2614 - output23_mean_squared_error: 15.3930 - output24_mean_squared_error: 21.3643 - output25_mean_squared_error: 27.7874 - output26_mean_squared_error: 14.5468 - output27_mean_squared_error: 28.4766 - output28_mean_squared_error: 20.3682 - output29_mean_squared_error: 26.4688 Epoch 1625/2000 121/121 [==============================] - 0s 862us/step - loss: 609.2179 - output00_loss: 12.3901 - output01_loss: 13.3026 - output02_loss: 21.3608 - output03_loss: 32.1471 - output04_loss: 25.6627 - output05_loss: 18.4168 - output06_loss: 19.5305 - output07_loss: 21.7396 - output08_loss: 14.0821 - output09_loss: 19.1258 - output10_loss: 19.0810 - output11_loss: 20.7581 - output12_loss: 16.5917 - output13_loss: 25.0654 - output14_loss: 17.6339 - output15_loss: 27.4802 - output16_loss: 20.7433 - output17_loss: 21.6051 - output18_loss: 14.1367 - output19_loss: 10.3655 - output20_loss: 11.8608 - output21_loss: 29.4794 - output22_loss: 22.2612 - output23_loss: 15.3929 - output24_loss: 21.3639 - output25_loss: 27.7872 - output26_loss: 14.5468 - output27_loss: 28.4760 - output28_loss: 20.3659 - output29_loss: 26.4649 - output00_mean_squared_error: 12.3901 - output01_mean_squared_error: 13.3026 - output02_mean_squared_error: 21.3608 - output03_mean_squared_error: 32.1471 - output04_mean_squared_error: 25.6627 - output05_mean_squared_error: 18.4168 - output06_mean_squared_error: 19.5305 - output07_mean_squared_error: 21.7396 - output08_mean_squared_error: 14.0821 - output09_mean_squared_error: 19.1258 - output10_mean_squared_error: 19.0810 - output11_mean_squared_error: 20.7581 - output12_mean_squared_error: 16.5917 - output13_mean_squared_error: 25.0654 - output14_mean_squared_error: 17.6339 - output15_mean_squared_error: 27.4802 - output16_mean_squared_error: 20.7433 - output17_mean_squared_error: 21.6051 - output18_mean_squared_error: 14.1367 - output19_mean_squared_error: 10.3655 - output20_mean_squared_error: 11.8608 - output21_mean_squared_error: 29.4794 - output22_mean_squared_error: 22.2612 - output23_mean_squared_error: 15.3929 - output24_mean_squared_error: 21.3639 - output25_mean_squared_error: 27.7872 - output26_mean_squared_error: 14.5468 - output27_mean_squared_error: 28.4760 - output28_mean_squared_error: 20.3659 - output29_mean_squared_error: 26.4649 Epoch 1626/2000 121/121 [==============================] - 0s 1ms/step - loss: 609.1897 - output00_loss: 12.3901 - output01_loss: 13.3013 - output02_loss: 21.3595 - output03_loss: 32.1466 - output04_loss: 25.6601 - output05_loss: 18.4166 - output06_loss: 19.5279 - output07_loss: 21.7376 - output08_loss: 14.0817 - output09_loss: 19.1256 - output10_loss: 19.0809 - output11_loss: 20.7581 - output12_loss: 16.5914 - output13_loss: 25.0640 - output14_loss: 17.6324 - output15_loss: 27.4783 - output16_loss: 20.7433 - output17_loss: 21.6040 - output18_loss: 14.1366 - output19_loss: 10.3639 - output20_loss: 11.8592 - output21_loss: 29.4788 - output22_loss: 22.2610 - output23_loss: 15.3929 - output24_loss: 21.3635 - output25_loss: 27.7871 - output26_loss: 14.5467 - output27_loss: 28.4755 - output28_loss: 20.3636 - output29_loss: 26.4611 - output00_mean_squared_error: 12.3901 - output01_mean_squared_error: 13.3013 - output02_mean_squared_error: 21.3595 - output03_mean_squared_error: 32.1466 - output04_mean_squared_error: 25.6601 - output05_mean_squared_error: 18.4166 - output06_mean_squared_error: 19.5279 - output07_mean_squared_error: 21.7376 - output08_mean_squared_error: 14.0817 - output09_mean_squared_error: 19.1256 - output10_mean_squared_error: 19.0809 - output11_mean_squared_error: 20.7581 - output12_mean_squared_error: 16.5914 - output13_mean_squared_error: 25.0640 - output14_mean_squared_error: 17.6324 - output15_mean_squared_error: 27.4783 - output16_mean_squared_error: 20.7433 - output17_mean_squared_error: 21.6040 - output18_mean_squared_error: 14.1366 - output19_mean_squared_error: 10.3639 - output20_mean_squared_error: 11.8592 - output21_mean_squared_error: 29.4788 - output22_mean_squared_error: 22.2610 - output23_mean_squared_error: 15.3929 - output24_mean_squared_error: 21.3635 - output25_mean_squared_error: 27.7871 - output26_mean_squared_error: 14.5467 - output27_mean_squared_error: 28.4755 - output28_mean_squared_error: 20.3636 - output29_mean_squared_error: 26.4611 Epoch 1627/2000 121/121 [==============================] - 0s 1ms/step - loss: 609.1614 - output00_loss: 12.3901 - output01_loss: 13.3000 - output02_loss: 21.3581 - output03_loss: 32.1462 - output04_loss: 25.6575 - output05_loss: 18.4165 - output06_loss: 19.5253 - output07_loss: 21.7356 - output08_loss: 14.0814 - output09_loss: 19.1254 - output10_loss: 19.0808 - output11_loss: 20.7581 - output12_loss: 16.5911 - output13_loss: 25.0627 - output14_loss: 17.6310 - output15_loss: 27.4764 - output16_loss: 20.7433 - output17_loss: 21.6030 - output18_loss: 14.1366 - output19_loss: 10.3624 - output20_loss: 11.8577 - output21_loss: 29.4782 - output22_loss: 22.2609 - output23_loss: 15.3929 - output24_loss: 21.3631 - output25_loss: 27.7870 - output26_loss: 14.5467 - output27_loss: 28.4749 - output28_loss: 20.3614 - output29_loss: 26.4572 - output00_mean_squared_error: 12.3901 - output01_mean_squared_error: 13.3000 - output02_mean_squared_error: 21.3581 - output03_mean_squared_error: 32.1462 - output04_mean_squared_error: 25.6575 - output05_mean_squared_error: 18.4165 - output06_mean_squared_error: 19.5253 - output07_mean_squared_error: 21.7356 - output08_mean_squared_error: 14.0814 - output09_mean_squared_error: 19.1254 - output10_mean_squared_error: 19.0808 - output11_mean_squared_error: 20.7581 - output12_mean_squared_error: 16.5911 - output13_mean_squared_error: 25.0627 - output14_mean_squared_error: 17.6310 - output15_mean_squared_error: 27.4764 - output16_mean_squared_error: 20.7433 - output17_mean_squared_error: 21.6030 - output18_mean_squared_error: 14.1366 - output19_mean_squared_error: 10.3624 - output20_mean_squared_error: 11.8577 - output21_mean_squared_error: 29.4782 - output22_mean_squared_error: 22.2609 - output23_mean_squared_error: 15.3929 - output24_mean_squared_error: 21.3631 - output25_mean_squared_error: 27.7870 - output26_mean_squared_error: 14.5467 - output27_mean_squared_error: 28.4749 - output28_mean_squared_error: 20.3614 - output29_mean_squared_error: 26.4572 Epoch 1628/2000 121/121 [==============================] - 0s 1ms/step - loss: 609.1332 - output00_loss: 12.3900 - output01_loss: 13.2988 - output02_loss: 21.3568 - output03_loss: 32.1457 - output04_loss: 25.6549 - output05_loss: 18.4164 - output06_loss: 19.5228 - output07_loss: 21.7336 - output08_loss: 14.0810 - output09_loss: 19.1252 - output10_loss: 19.0807 - output11_loss: 20.7581 - output12_loss: 16.5908 - output13_loss: 25.0613 - output14_loss: 17.6296 - output15_loss: 27.4746 - output16_loss: 20.7433 - output17_loss: 21.6019 - output18_loss: 14.1366 - output19_loss: 10.3609 - output20_loss: 11.8562 - output21_loss: 29.4776 - output22_loss: 22.2607 - output23_loss: 15.3928 - output24_loss: 21.3627 - output25_loss: 27.7868 - output26_loss: 14.5467 - output27_loss: 28.4744 - output28_loss: 20.3591 - output29_loss: 26.4534 - output00_mean_squared_error: 12.3900 - output01_mean_squared_error: 13.2988 - output02_mean_squared_error: 21.3568 - output03_mean_squared_error: 32.1457 - output04_mean_squared_error: 25.6549 - output05_mean_squared_error: 18.4164 - output06_mean_squared_error: 19.5228 - output07_mean_squared_error: 21.7336 - output08_mean_squared_error: 14.0810 - output09_mean_squared_error: 19.1252 - output10_mean_squared_error: 19.0807 - output11_mean_squared_error: 20.7581 - output12_mean_squared_error: 16.5908 - output13_mean_squared_error: 25.0613 - output14_mean_squared_error: 17.6296 - output15_mean_squared_error: 27.4746 - output16_mean_squared_error: 20.7433 - output17_mean_squared_error: 21.6019 - output18_mean_squared_error: 14.1366 - output19_mean_squared_error: 10.3609 - output20_mean_squared_error: 11.8562 - output21_mean_squared_error: 29.4776 - output22_mean_squared_error: 22.2607 - output23_mean_squared_error: 15.3928 - output24_mean_squared_error: 21.3627 - output25_mean_squared_error: 27.7868 - output26_mean_squared_error: 14.5467 - output27_mean_squared_error: 28.4744 - output28_mean_squared_error: 20.3591 - output29_mean_squared_error: 26.4534 Epoch 1629/2000 121/121 [==============================] - 0s 1ms/step - loss: 609.1051 - output00_loss: 12.3900 - output01_loss: 13.2975 - output02_loss: 21.3554 - output03_loss: 32.1452 - output04_loss: 25.6523 - output05_loss: 18.4163 - output06_loss: 19.5203 - output07_loss: 21.7316 - output08_loss: 14.0806 - output09_loss: 19.1250 - output10_loss: 19.0807 - output11_loss: 20.7581 - output12_loss: 16.5905 - output13_loss: 25.0599 - output14_loss: 17.6282 - output15_loss: 27.4727 - output16_loss: 20.7433 - output17_loss: 21.6009 - output18_loss: 14.1365 - output19_loss: 10.3593 - output20_loss: 11.8546 - output21_loss: 29.4770 - output22_loss: 22.2605 - output23_loss: 15.3928 - output24_loss: 21.3623 - output25_loss: 27.7867 - output26_loss: 14.5467 - output27_loss: 28.4738 - output28_loss: 20.3568 - output29_loss: 26.4495 - output00_mean_squared_error: 12.3900 - output01_mean_squared_error: 13.2975 - output02_mean_squared_error: 21.3554 - output03_mean_squared_error: 32.1452 - output04_mean_squared_error: 25.6523 - output05_mean_squared_error: 18.4163 - output06_mean_squared_error: 19.5203 - output07_mean_squared_error: 21.7316 - output08_mean_squared_error: 14.0806 - output09_mean_squared_error: 19.1250 - output10_mean_squared_error: 19.0807 - output11_mean_squared_error: 20.7581 - output12_mean_squared_error: 16.5905 - output13_mean_squared_error: 25.0599 - output14_mean_squared_error: 17.6282 - output15_mean_squared_error: 27.4727 - output16_mean_squared_error: 20.7433 - output17_mean_squared_error: 21.6009 - output18_mean_squared_error: 14.1365 - output19_mean_squared_error: 10.3593 - output20_mean_squared_error: 11.8546 - output21_mean_squared_error: 29.4770 - output22_mean_squared_error: 22.2605 - output23_mean_squared_error: 15.3928 - output24_mean_squared_error: 21.3623 - output25_mean_squared_error: 27.7867 - output26_mean_squared_error: 14.5467 - output27_mean_squared_error: 28.4738 - output28_mean_squared_error: 20.3568 - output29_mean_squared_error: 26.4495 Epoch 1630/2000 121/121 [==============================] - 0s 2ms/step - loss: 609.0770 - output00_loss: 12.3900 - output01_loss: 13.2962 - output02_loss: 21.3541 - output03_loss: 32.1447 - output04_loss: 25.6497 - output05_loss: 18.4161 - output06_loss: 19.5177 - output07_loss: 21.7296 - output08_loss: 14.0803 - output09_loss: 19.1248 - output10_loss: 19.0806 - output11_loss: 20.7581 - output12_loss: 16.5902 - output13_loss: 25.0586 - output14_loss: 17.6268 - output15_loss: 27.4709 - output16_loss: 20.7432 - output17_loss: 21.5999 - output18_loss: 14.1365 - output19_loss: 10.3578 - output20_loss: 11.8531 - output21_loss: 29.4764 - output22_loss: 22.2603 - output23_loss: 15.3928 - output24_loss: 21.3619 - output25_loss: 27.7866 - output26_loss: 14.5466 - output27_loss: 28.4733 - output28_loss: 20.3546 - output29_loss: 26.4457 - output00_mean_squared_error: 12.3900 - output01_mean_squared_error: 13.2962 - output02_mean_squared_error: 21.3541 - output03_mean_squared_error: 32.1447 - output04_mean_squared_error: 25.6497 - output05_mean_squared_error: 18.4161 - output06_mean_squared_error: 19.5177 - output07_mean_squared_error: 21.7296 - output08_mean_squared_error: 14.0803 - output09_mean_squared_error: 19.1248 - output10_mean_squared_error: 19.0806 - output11_mean_squared_error: 20.7581 - output12_mean_squared_error: 16.5902 - output13_mean_squared_error: 25.0586 - output14_mean_squared_error: 17.6268 - output15_mean_squared_error: 27.4709 - output16_mean_squared_error: 20.7432 - output17_mean_squared_error: 21.5999 - output18_mean_squared_error: 14.1365 - output19_mean_squared_error: 10.3578 - output20_mean_squared_error: 11.8531 - output21_mean_squared_error: 29.4764 - output22_mean_squared_error: 22.2603 - output23_mean_squared_error: 15.3928 - output24_mean_squared_error: 21.3619 - output25_mean_squared_error: 27.7866 - output26_mean_squared_error: 14.5466 - output27_mean_squared_error: 28.4733 - output28_mean_squared_error: 20.3546 - output29_mean_squared_error: 26.4457 Epoch 1631/2000 121/121 [==============================] - 0s 2ms/step - loss: 609.0491 - output00_loss: 12.3900 - output01_loss: 13.2949 - output02_loss: 21.3528 - output03_loss: 32.1442 - output04_loss: 25.6471 - output05_loss: 18.4160 - output06_loss: 19.5152 - output07_loss: 21.7276 - output08_loss: 14.0799 - output09_loss: 19.1246 - output10_loss: 19.0805 - output11_loss: 20.7581 - output12_loss: 16.5899 - output13_loss: 25.0572 - output14_loss: 17.6254 - output15_loss: 27.4690 - output16_loss: 20.7432 - output17_loss: 21.5988 - output18_loss: 14.1365 - output19_loss: 10.3562 - output20_loss: 11.8516 - output21_loss: 29.4759 - output22_loss: 22.2602 - output23_loss: 15.3927 - output24_loss: 21.3615 - output25_loss: 27.7865 - output26_loss: 14.5466 - output27_loss: 28.4728 - output28_loss: 20.3523 - output29_loss: 26.4419 - output00_mean_squared_error: 12.3900 - output01_mean_squared_error: 13.2949 - output02_mean_squared_error: 21.3528 - output03_mean_squared_error: 32.1442 - output04_mean_squared_error: 25.6471 - output05_mean_squared_error: 18.4160 - output06_mean_squared_error: 19.5152 - output07_mean_squared_error: 21.7276 - output08_mean_squared_error: 14.0799 - output09_mean_squared_error: 19.1246 - output10_mean_squared_error: 19.0805 - output11_mean_squared_error: 20.7581 - output12_mean_squared_error: 16.5899 - output13_mean_squared_error: 25.0572 - output14_mean_squared_error: 17.6254 - output15_mean_squared_error: 27.4690 - output16_mean_squared_error: 20.7432 - output17_mean_squared_error: 21.5988 - output18_mean_squared_error: 14.1365 - output19_mean_squared_error: 10.3562 - output20_mean_squared_error: 11.8516 - output21_mean_squared_error: 29.4759 - output22_mean_squared_error: 22.2602 - output23_mean_squared_error: 15.3927 - output24_mean_squared_error: 21.3615 - output25_mean_squared_error: 27.7865 - output26_mean_squared_error: 14.5466 - output27_mean_squared_error: 28.4728 - output28_mean_squared_error: 20.3523 - output29_mean_squared_error: 26.4419 Epoch 1632/2000 121/121 [==============================] - 0s 1ms/step - loss: 609.0210 - output00_loss: 12.3900 - output01_loss: 13.2937 - output02_loss: 21.3514 - output03_loss: 32.1437 - output04_loss: 25.6445 - output05_loss: 18.4159 - output06_loss: 19.5126 - output07_loss: 21.7256 - output08_loss: 14.0795 - output09_loss: 19.1243 - output10_loss: 19.0804 - output11_loss: 20.7581 - output12_loss: 16.5896 - output13_loss: 25.0558 - output14_loss: 17.6240 - output15_loss: 27.4672 - output16_loss: 20.7432 - output17_loss: 21.5978 - output18_loss: 14.1365 - output19_loss: 10.3547 - output20_loss: 11.8500 - output21_loss: 29.4753 - output22_loss: 22.2600 - output23_loss: 15.3927 - output24_loss: 21.3611 - output25_loss: 27.7863 - output26_loss: 14.5466 - output27_loss: 28.4722 - output28_loss: 20.3500 - output29_loss: 26.4381 - output00_mean_squared_error: 12.3900 - output01_mean_squared_error: 13.2937 - output02_mean_squared_error: 21.3514 - output03_mean_squared_error: 32.1437 - output04_mean_squared_error: 25.6445 - output05_mean_squared_error: 18.4159 - output06_mean_squared_error: 19.5126 - output07_mean_squared_error: 21.7256 - output08_mean_squared_error: 14.0795 - output09_mean_squared_error: 19.1243 - output10_mean_squared_error: 19.0804 - output11_mean_squared_error: 20.7581 - output12_mean_squared_error: 16.5896 - output13_mean_squared_error: 25.0558 - output14_mean_squared_error: 17.6240 - output15_mean_squared_error: 27.4672 - output16_mean_squared_error: 20.7432 - output17_mean_squared_error: 21.5978 - output18_mean_squared_error: 14.1365 - output19_mean_squared_error: 10.3547 - output20_mean_squared_error: 11.8500 - output21_mean_squared_error: 29.4753 - output22_mean_squared_error: 22.2600 - output23_mean_squared_error: 15.3927 - output24_mean_squared_error: 21.3611 - output25_mean_squared_error: 27.7863 - output26_mean_squared_error: 14.5466 - output27_mean_squared_error: 28.4722 - output28_mean_squared_error: 20.3500 - output29_mean_squared_error: 26.4381 Epoch 1633/2000 121/121 [==============================] - 0s 1ms/step - loss: 608.9930 - output00_loss: 12.3900 - output01_loss: 13.2924 - output02_loss: 21.3501 - output03_loss: 32.1433 - output04_loss: 25.6420 - output05_loss: 18.4158 - output06_loss: 19.5101 - output07_loss: 21.7236 - output08_loss: 14.0792 - output09_loss: 19.1241 - output10_loss: 19.0804 - output11_loss: 20.7580 - output12_loss: 16.5893 - output13_loss: 25.0545 - output14_loss: 17.6226 - output15_loss: 27.4653 - output16_loss: 20.7432 - output17_loss: 21.5968 - output18_loss: 14.1364 - output19_loss: 10.3532 - output20_loss: 11.8485 - output21_loss: 29.4747 - output22_loss: 22.2598 - output23_loss: 15.3927 - output24_loss: 21.3607 - output25_loss: 27.7862 - output26_loss: 14.5466 - output27_loss: 28.4717 - output28_loss: 20.3478 - output29_loss: 26.4342 - output00_mean_squared_error: 12.3900 - output01_mean_squared_error: 13.2924 - output02_mean_squared_error: 21.3501 - output03_mean_squared_error: 32.1433 - output04_mean_squared_error: 25.6420 - output05_mean_squared_error: 18.4158 - output06_mean_squared_error: 19.5101 - output07_mean_squared_error: 21.7236 - output08_mean_squared_error: 14.0792 - output09_mean_squared_error: 19.1241 - output10_mean_squared_error: 19.0804 - output11_mean_squared_error: 20.7580 - output12_mean_squared_error: 16.5893 - output13_mean_squared_error: 25.0545 - output14_mean_squared_error: 17.6226 - output15_mean_squared_error: 27.4653 - output16_mean_squared_error: 20.7432 - output17_mean_squared_error: 21.5968 - output18_mean_squared_error: 14.1364 - output19_mean_squared_error: 10.3532 - output20_mean_squared_error: 11.8485 - output21_mean_squared_error: 29.4747 - output22_mean_squared_error: 22.2598 - output23_mean_squared_error: 15.3927 - output24_mean_squared_error: 21.3607 - output25_mean_squared_error: 27.7862 - output26_mean_squared_error: 14.5466 - output27_mean_squared_error: 28.4717 - output28_mean_squared_error: 20.3478 - output29_mean_squared_error: 26.4342 Epoch 1634/2000 121/121 [==============================] - 0s 1ms/step - loss: 608.9653 - output00_loss: 12.3900 - output01_loss: 13.2911 - output02_loss: 21.3488 - output03_loss: 32.1428 - output04_loss: 25.6394 - output05_loss: 18.4157 - output06_loss: 19.5076 - output07_loss: 21.7216 - output08_loss: 14.0788 - output09_loss: 19.1239 - output10_loss: 19.0803 - output11_loss: 20.7580 - output12_loss: 16.5890 - output13_loss: 25.0531 - output14_loss: 17.6212 - output15_loss: 27.4635 - output16_loss: 20.7432 - output17_loss: 21.5958 - output18_loss: 14.1364 - output19_loss: 10.3516 - output20_loss: 11.8470 - output21_loss: 29.4741 - output22_loss: 22.2597 - output23_loss: 15.3926 - output24_loss: 21.3603 - output25_loss: 27.7861 - output26_loss: 14.5465 - output27_loss: 28.4712 - output28_loss: 20.3455 - output29_loss: 26.4304 - output00_mean_squared_error: 12.3900 - output01_mean_squared_error: 13.2911 - output02_mean_squared_error: 21.3488 - output03_mean_squared_error: 32.1428 - output04_mean_squared_error: 25.6394 - output05_mean_squared_error: 18.4157 - output06_mean_squared_error: 19.5076 - output07_mean_squared_error: 21.7216 - output08_mean_squared_error: 14.0788 - output09_mean_squared_error: 19.1239 - output10_mean_squared_error: 19.0803 - output11_mean_squared_error: 20.7580 - output12_mean_squared_error: 16.5890 - output13_mean_squared_error: 25.0531 - output14_mean_squared_error: 17.6212 - output15_mean_squared_error: 27.4635 - output16_mean_squared_error: 20.7432 - output17_mean_squared_error: 21.5958 - output18_mean_squared_error: 14.1364 - output19_mean_squared_error: 10.3516 - output20_mean_squared_error: 11.8470 - output21_mean_squared_error: 29.4741 - output22_mean_squared_error: 22.2597 - output23_mean_squared_error: 15.3926 - output24_mean_squared_error: 21.3603 - output25_mean_squared_error: 27.7861 - output26_mean_squared_error: 14.5465 - output27_mean_squared_error: 28.4712 - output28_mean_squared_error: 20.3455 - output29_mean_squared_error: 26.4304 Epoch 1635/2000 121/121 [==============================] - 0s 1ms/step - loss: 608.9374 - output00_loss: 12.3900 - output01_loss: 13.2898 - output02_loss: 21.3475 - output03_loss: 32.1423 - output04_loss: 25.6368 - output05_loss: 18.4156 - output06_loss: 19.5051 - output07_loss: 21.7197 - output08_loss: 14.0784 - output09_loss: 19.1237 - output10_loss: 19.0802 - output11_loss: 20.7580 - output12_loss: 16.5887 - output13_loss: 25.0518 - output14_loss: 17.6199 - output15_loss: 27.4616 - output16_loss: 20.7432 - output17_loss: 21.5947 - output18_loss: 14.1364 - output19_loss: 10.3501 - output20_loss: 11.8454 - output21_loss: 29.4735 - output22_loss: 22.2595 - output23_loss: 15.3926 - output24_loss: 21.3599 - output25_loss: 27.7860 - output26_loss: 14.5465 - output27_loss: 28.4706 - output28_loss: 20.3433 - output29_loss: 26.4266 - output00_mean_squared_error: 12.3900 - output01_mean_squared_error: 13.2898 - output02_mean_squared_error: 21.3475 - output03_mean_squared_error: 32.1423 - output04_mean_squared_error: 25.6368 - output05_mean_squared_error: 18.4156 - output06_mean_squared_error: 19.5051 - output07_mean_squared_error: 21.7197 - output08_mean_squared_error: 14.0784 - output09_mean_squared_error: 19.1237 - output10_mean_squared_error: 19.0802 - output11_mean_squared_error: 20.7580 - output12_mean_squared_error: 16.5887 - output13_mean_squared_error: 25.0518 - output14_mean_squared_error: 17.6199 - output15_mean_squared_error: 27.4616 - output16_mean_squared_error: 20.7432 - output17_mean_squared_error: 21.5947 - output18_mean_squared_error: 14.1364 - output19_mean_squared_error: 10.3501 - output20_mean_squared_error: 11.8454 - output21_mean_squared_error: 29.4735 - output22_mean_squared_error: 22.2595 - output23_mean_squared_error: 15.3926 - output24_mean_squared_error: 21.3599 - output25_mean_squared_error: 27.7860 - output26_mean_squared_error: 14.5465 - output27_mean_squared_error: 28.4706 - output28_mean_squared_error: 20.3433 - output29_mean_squared_error: 26.4266 Epoch 1636/2000 121/121 [==============================] - 0s 1ms/step - loss: 608.9097 - output00_loss: 12.3899 - output01_loss: 13.2886 - output02_loss: 21.3461 - output03_loss: 32.1418 - output04_loss: 25.6342 - output05_loss: 18.4154 - output06_loss: 19.5026 - output07_loss: 21.7177 - output08_loss: 14.0781 - output09_loss: 19.1235 - output10_loss: 19.0801 - output11_loss: 20.7580 - output12_loss: 16.5884 - output13_loss: 25.0504 - output14_loss: 17.6185 - output15_loss: 27.4598 - output16_loss: 20.7431 - output17_loss: 21.5937 - output18_loss: 14.1363 - output19_loss: 10.3486 - output20_loss: 11.8439 - output21_loss: 29.4729 - output22_loss: 22.2593 - output23_loss: 15.3926 - output24_loss: 21.3595 - output25_loss: 27.7858 - output26_loss: 14.5465 - output27_loss: 28.4701 - output28_loss: 20.3411 - output29_loss: 26.4228 - output00_mean_squared_error: 12.3899 - output01_mean_squared_error: 13.2886 - output02_mean_squared_error: 21.3461 - output03_mean_squared_error: 32.1418 - output04_mean_squared_error: 25.6342 - output05_mean_squared_error: 18.4154 - output06_mean_squared_error: 19.5026 - output07_mean_squared_error: 21.7177 - output08_mean_squared_error: 14.0781 - output09_mean_squared_error: 19.1235 - output10_mean_squared_error: 19.0801 - output11_mean_squared_error: 20.7580 - output12_mean_squared_error: 16.5884 - output13_mean_squared_error: 25.0504 - output14_mean_squared_error: 17.6185 - output15_mean_squared_error: 27.4598 - output16_mean_squared_error: 20.7431 - output17_mean_squared_error: 21.5937 - output18_mean_squared_error: 14.1363 - output19_mean_squared_error: 10.3486 - output20_mean_squared_error: 11.8439 - output21_mean_squared_error: 29.4729 - output22_mean_squared_error: 22.2593 - output23_mean_squared_error: 15.3926 - output24_mean_squared_error: 21.3595 - output25_mean_squared_error: 27.7858 - output26_mean_squared_error: 14.5465 - output27_mean_squared_error: 28.4701 - output28_mean_squared_error: 20.3411 - output29_mean_squared_error: 26.4228 Epoch 1637/2000 121/121 [==============================] - 0s 1ms/step - loss: 608.8819 - output00_loss: 12.3899 - output01_loss: 13.2873 - output02_loss: 21.3448 - output03_loss: 32.1413 - output04_loss: 25.6317 - output05_loss: 18.4153 - output06_loss: 19.5001 - output07_loss: 21.7157 - output08_loss: 14.0777 - output09_loss: 19.1233 - output10_loss: 19.0801 - output11_loss: 20.7580 - output12_loss: 16.5881 - output13_loss: 25.0491 - output14_loss: 17.6171 - output15_loss: 27.4580 - output16_loss: 20.7431 - output17_loss: 21.5927 - output18_loss: 14.1363 - output19_loss: 10.3470 - output20_loss: 11.8424 - output21_loss: 29.4724 - output22_loss: 22.2592 - output23_loss: 15.3925 - output24_loss: 21.3591 - output25_loss: 27.7857 - output26_loss: 14.5465 - output27_loss: 28.4696 - output28_loss: 20.3388 - output29_loss: 26.4190 - output00_mean_squared_error: 12.3899 - output01_mean_squared_error: 13.2873 - output02_mean_squared_error: 21.3448 - output03_mean_squared_error: 32.1413 - output04_mean_squared_error: 25.6317 - output05_mean_squared_error: 18.4153 - output06_mean_squared_error: 19.5001 - output07_mean_squared_error: 21.7157 - output08_mean_squared_error: 14.0777 - output09_mean_squared_error: 19.1233 - output10_mean_squared_error: 19.0801 - output11_mean_squared_error: 20.7580 - output12_mean_squared_error: 16.5881 - output13_mean_squared_error: 25.0491 - output14_mean_squared_error: 17.6171 - output15_mean_squared_error: 27.4580 - output16_mean_squared_error: 20.7431 - output17_mean_squared_error: 21.5927 - output18_mean_squared_error: 14.1363 - output19_mean_squared_error: 10.3470 - output20_mean_squared_error: 11.8424 - output21_mean_squared_error: 29.4724 - output22_mean_squared_error: 22.2592 - output23_mean_squared_error: 15.3925 - output24_mean_squared_error: 21.3591 - output25_mean_squared_error: 27.7857 - output26_mean_squared_error: 14.5465 - output27_mean_squared_error: 28.4696 - output28_mean_squared_error: 20.3388 - output29_mean_squared_error: 26.4190 Epoch 1638/2000 121/121 [==============================] - 0s 761us/step - loss: 608.8542 - output00_loss: 12.3899 - output01_loss: 13.2861 - output02_loss: 21.3435 - output03_loss: 32.1409 - output04_loss: 25.6291 - output05_loss: 18.4152 - output06_loss: 19.4975 - output07_loss: 21.7138 - output08_loss: 14.0774 - output09_loss: 19.1231 - output10_loss: 19.0800 - output11_loss: 20.7580 - output12_loss: 16.5878 - output13_loss: 25.0478 - output14_loss: 17.6157 - output15_loss: 27.4561 - output16_loss: 20.7431 - output17_loss: 21.5917 - output18_loss: 14.1363 - output19_loss: 10.3455 - output20_loss: 11.8409 - output21_loss: 29.4718 - output22_loss: 22.2590 - output23_loss: 15.3925 - output24_loss: 21.3587 - output25_loss: 27.7856 - output26_loss: 14.5464 - output27_loss: 28.4690 - output28_loss: 20.3366 - output29_loss: 26.4153 - output00_mean_squared_error: 12.3899 - output01_mean_squared_error: 13.2861 - output02_mean_squared_error: 21.3435 - output03_mean_squared_error: 32.1409 - output04_mean_squared_error: 25.6291 - output05_mean_squared_error: 18.4152 - output06_mean_squared_error: 19.4975 - output07_mean_squared_error: 21.7138 - output08_mean_squared_error: 14.0774 - output09_mean_squared_error: 19.1231 - output10_mean_squared_error: 19.0800 - output11_mean_squared_error: 20.7580 - output12_mean_squared_error: 16.5878 - output13_mean_squared_error: 25.0478 - output14_mean_squared_error: 17.6157 - output15_mean_squared_error: 27.4561 - output16_mean_squared_error: 20.7431 - output17_mean_squared_error: 21.5917 - output18_mean_squared_error: 14.1363 - output19_mean_squared_error: 10.3455 - output20_mean_squared_error: 11.8409 - output21_mean_squared_error: 29.4718 - output22_mean_squared_error: 22.2590 - output23_mean_squared_error: 15.3925 - output24_mean_squared_error: 21.3587 - output25_mean_squared_error: 27.7856 - output26_mean_squared_error: 14.5464 - output27_mean_squared_error: 28.4690 - output28_mean_squared_error: 20.3366 - output29_mean_squared_error: 26.4153 Epoch 1639/2000 121/121 [==============================] - 0s 905us/step - loss: 608.8267 - output00_loss: 12.3899 - output01_loss: 13.2848 - output02_loss: 21.3422 - output03_loss: 32.1404 - output04_loss: 25.6266 - output05_loss: 18.4151 - output06_loss: 19.4950 - output07_loss: 21.7118 - output08_loss: 14.0770 - output09_loss: 19.1229 - output10_loss: 19.0799 - output11_loss: 20.7580 - output12_loss: 16.5875 - output13_loss: 25.0464 - output14_loss: 17.6143 - output15_loss: 27.4543 - output16_loss: 20.7431 - output17_loss: 21.5907 - output18_loss: 14.1362 - output19_loss: 10.3440 - output20_loss: 11.8394 - output21_loss: 29.4712 - output22_loss: 22.2588 - output23_loss: 15.3925 - output24_loss: 21.3583 - output25_loss: 27.7855 - output26_loss: 14.5464 - output27_loss: 28.4685 - output28_loss: 20.3344 - output29_loss: 26.4115 - output00_mean_squared_error: 12.3899 - output01_mean_squared_error: 13.2848 - output02_mean_squared_error: 21.3422 - output03_mean_squared_error: 32.1404 - output04_mean_squared_error: 25.6266 - output05_mean_squared_error: 18.4151 - output06_mean_squared_error: 19.4950 - output07_mean_squared_error: 21.7118 - output08_mean_squared_error: 14.0770 - output09_mean_squared_error: 19.1229 - output10_mean_squared_error: 19.0799 - output11_mean_squared_error: 20.7580 - output12_mean_squared_error: 16.5875 - output13_mean_squared_error: 25.0464 - output14_mean_squared_error: 17.6143 - output15_mean_squared_error: 27.4543 - output16_mean_squared_error: 20.7431 - output17_mean_squared_error: 21.5907 - output18_mean_squared_error: 14.1362 - output19_mean_squared_error: 10.3440 - output20_mean_squared_error: 11.8394 - output21_mean_squared_error: 29.4712 - output22_mean_squared_error: 22.2588 - output23_mean_squared_error: 15.3925 - output24_mean_squared_error: 21.3583 - output25_mean_squared_error: 27.7855 - output26_mean_squared_error: 14.5464 - output27_mean_squared_error: 28.4685 - output28_mean_squared_error: 20.3344 - output29_mean_squared_error: 26.4115 Epoch 1640/2000 121/121 [==============================] - 0s 1ms/step - loss: 608.7991 - output00_loss: 12.3899 - output01_loss: 13.2835 - output02_loss: 21.3409 - output03_loss: 32.1399 - output04_loss: 25.6240 - output05_loss: 18.4150 - output06_loss: 19.4925 - output07_loss: 21.7099 - output08_loss: 14.0766 - output09_loss: 19.1227 - output10_loss: 19.0799 - output11_loss: 20.7580 - output12_loss: 16.5872 - output13_loss: 25.0451 - output14_loss: 17.6130 - output15_loss: 27.4525 - output16_loss: 20.7431 - output17_loss: 21.5897 - output18_loss: 14.1362 - output19_loss: 10.3425 - output20_loss: 11.8379 - output21_loss: 29.4706 - output22_loss: 22.2587 - output23_loss: 15.3924 - output24_loss: 21.3579 - output25_loss: 27.7853 - output26_loss: 14.5464 - output27_loss: 28.4680 - output28_loss: 20.3321 - output29_loss: 26.4077 - output00_mean_squared_error: 12.3899 - output01_mean_squared_error: 13.2835 - output02_mean_squared_error: 21.3409 - output03_mean_squared_error: 32.1399 - output04_mean_squared_error: 25.6240 - output05_mean_squared_error: 18.4150 - output06_mean_squared_error: 19.4925 - output07_mean_squared_error: 21.7099 - output08_mean_squared_error: 14.0766 - output09_mean_squared_error: 19.1227 - output10_mean_squared_error: 19.0799 - output11_mean_squared_error: 20.7580 - output12_mean_squared_error: 16.5872 - output13_mean_squared_error: 25.0451 - output14_mean_squared_error: 17.6130 - output15_mean_squared_error: 27.4525 - output16_mean_squared_error: 20.7431 - output17_mean_squared_error: 21.5897 - output18_mean_squared_error: 14.1362 - output19_mean_squared_error: 10.3425 - output20_mean_squared_error: 11.8379 - output21_mean_squared_error: 29.4706 - output22_mean_squared_error: 22.2587 - output23_mean_squared_error: 15.3924 - output24_mean_squared_error: 21.3579 - output25_mean_squared_error: 27.7853 - output26_mean_squared_error: 14.5464 - output27_mean_squared_error: 28.4680 - output28_mean_squared_error: 20.3321 - output29_mean_squared_error: 26.4077 Epoch 1641/2000 121/121 [==============================] - 0s 1ms/step - loss: 608.7715 - output00_loss: 12.3899 - output01_loss: 13.2823 - output02_loss: 21.3396 - output03_loss: 32.1395 - output04_loss: 25.6215 - output05_loss: 18.4148 - output06_loss: 19.4901 - output07_loss: 21.7079 - output08_loss: 14.0763 - output09_loss: 19.1225 - output10_loss: 19.0798 - output11_loss: 20.7580 - output12_loss: 16.5869 - output13_loss: 25.0438 - output14_loss: 17.6116 - output15_loss: 27.4507 - output16_loss: 20.7431 - output17_loss: 21.5887 - output18_loss: 14.1362 - output19_loss: 10.3409 - output20_loss: 11.8364 - output21_loss: 29.4701 - output22_loss: 22.2585 - output23_loss: 15.3924 - output24_loss: 21.3576 - output25_loss: 27.7852 - output26_loss: 14.5464 - output27_loss: 28.4675 - output28_loss: 20.3299 - output29_loss: 26.4039 - output00_mean_squared_error: 12.3899 - output01_mean_squared_error: 13.2823 - output02_mean_squared_error: 21.3396 - output03_mean_squared_error: 32.1395 - output04_mean_squared_error: 25.6215 - output05_mean_squared_error: 18.4148 - output06_mean_squared_error: 19.4901 - output07_mean_squared_error: 21.7079 - output08_mean_squared_error: 14.0763 - output09_mean_squared_error: 19.1225 - output10_mean_squared_error: 19.0798 - output11_mean_squared_error: 20.7580 - output12_mean_squared_error: 16.5869 - output13_mean_squared_error: 25.0438 - output14_mean_squared_error: 17.6116 - output15_mean_squared_error: 27.4507 - output16_mean_squared_error: 20.7431 - output17_mean_squared_error: 21.5887 - output18_mean_squared_error: 14.1362 - output19_mean_squared_error: 10.3409 - output20_mean_squared_error: 11.8364 - output21_mean_squared_error: 29.4701 - output22_mean_squared_error: 22.2585 - output23_mean_squared_error: 15.3924 - output24_mean_squared_error: 21.3576 - output25_mean_squared_error: 27.7852 - output26_mean_squared_error: 14.5464 - output27_mean_squared_error: 28.4675 - output28_mean_squared_error: 20.3299 - output29_mean_squared_error: 26.4039 Epoch 1642/2000 121/121 [==============================] - 0s 1ms/step - loss: 608.7441 - output00_loss: 12.3899 - output01_loss: 13.2810 - output02_loss: 21.3383 - output03_loss: 32.1390 - output04_loss: 25.6190 - output05_loss: 18.4147 - output06_loss: 19.4876 - output07_loss: 21.7060 - output08_loss: 14.0759 - output09_loss: 19.1223 - output10_loss: 19.0797 - output11_loss: 20.7580 - output12_loss: 16.5866 - output13_loss: 25.0424 - output14_loss: 17.6102 - output15_loss: 27.4488 - output16_loss: 20.7431 - output17_loss: 21.5877 - output18_loss: 14.1362 - output19_loss: 10.3394 - output20_loss: 11.8349 - output21_loss: 29.4695 - output22_loss: 22.2583 - output23_loss: 15.3924 - output24_loss: 21.3572 - output25_loss: 27.7851 - output26_loss: 14.5463 - output27_loss: 28.4670 - output28_loss: 20.3277 - output29_loss: 26.4001 - output00_mean_squared_error: 12.3899 - output01_mean_squared_error: 13.2810 - output02_mean_squared_error: 21.3383 - output03_mean_squared_error: 32.1390 - output04_mean_squared_error: 25.6190 - output05_mean_squared_error: 18.4147 - output06_mean_squared_error: 19.4876 - output07_mean_squared_error: 21.7060 - output08_mean_squared_error: 14.0759 - output09_mean_squared_error: 19.1223 - output10_mean_squared_error: 19.0797 - output11_mean_squared_error: 20.7580 - output12_mean_squared_error: 16.5866 - output13_mean_squared_error: 25.0424 - output14_mean_squared_error: 17.6102 - output15_mean_squared_error: 27.4488 - output16_mean_squared_error: 20.7431 - output17_mean_squared_error: 21.5877 - output18_mean_squared_error: 14.1362 - output19_mean_squared_error: 10.3394 - output20_mean_squared_error: 11.8349 - output21_mean_squared_error: 29.4695 - output22_mean_squared_error: 22.2583 - output23_mean_squared_error: 15.3924 - output24_mean_squared_error: 21.3572 - output25_mean_squared_error: 27.7851 - output26_mean_squared_error: 14.5463 - output27_mean_squared_error: 28.4670 - output28_mean_squared_error: 20.3277 - output29_mean_squared_error: 26.4001 Epoch 1643/2000 121/121 [==============================] - 0s 1ms/step - loss: 608.7166 - output00_loss: 12.3899 - output01_loss: 13.2798 - output02_loss: 21.3370 - output03_loss: 32.1385 - output04_loss: 25.6164 - output05_loss: 18.4146 - output06_loss: 19.4851 - output07_loss: 21.7040 - output08_loss: 14.0756 - output09_loss: 19.1221 - output10_loss: 19.0796 - output11_loss: 20.7579 - output12_loss: 16.5863 - output13_loss: 25.0411 - output14_loss: 17.6089 - output15_loss: 27.4470 - output16_loss: 20.7430 - output17_loss: 21.5866 - output18_loss: 14.1361 - output19_loss: 10.3379 - output20_loss: 11.8334 - output21_loss: 29.4689 - output22_loss: 22.2582 - output23_loss: 15.3923 - output24_loss: 21.3568 - output25_loss: 27.7850 - output26_loss: 14.5463 - output27_loss: 28.4664 - output28_loss: 20.3255 - output29_loss: 26.3964 - output00_mean_squared_error: 12.3899 - output01_mean_squared_error: 13.2798 - output02_mean_squared_error: 21.3370 - output03_mean_squared_error: 32.1385 - output04_mean_squared_error: 25.6164 - output05_mean_squared_error: 18.4146 - output06_mean_squared_error: 19.4851 - output07_mean_squared_error: 21.7040 - output08_mean_squared_error: 14.0756 - output09_mean_squared_error: 19.1221 - output10_mean_squared_error: 19.0796 - output11_mean_squared_error: 20.7579 - output12_mean_squared_error: 16.5863 - output13_mean_squared_error: 25.0411 - output14_mean_squared_error: 17.6089 - output15_mean_squared_error: 27.4470 - output16_mean_squared_error: 20.7430 - output17_mean_squared_error: 21.5866 - output18_mean_squared_error: 14.1361 - output19_mean_squared_error: 10.3379 - output20_mean_squared_error: 11.8334 - output21_mean_squared_error: 29.4689 - output22_mean_squared_error: 22.2582 - output23_mean_squared_error: 15.3923 - output24_mean_squared_error: 21.3568 - output25_mean_squared_error: 27.7850 - output26_mean_squared_error: 14.5463 - output27_mean_squared_error: 28.4664 - output28_mean_squared_error: 20.3255 - output29_mean_squared_error: 26.3964 Epoch 1644/2000 121/121 [==============================] - 0s 781us/step - loss: 608.6893 - output00_loss: 12.3899 - output01_loss: 13.2785 - output02_loss: 21.3357 - output03_loss: 32.1381 - output04_loss: 25.6139 - output05_loss: 18.4145 - output06_loss: 19.4826 - output07_loss: 21.7021 - output08_loss: 14.0752 - output09_loss: 19.1219 - output10_loss: 19.0796 - output11_loss: 20.7579 - output12_loss: 16.5861 - output13_loss: 25.0398 - output14_loss: 17.6075 - output15_loss: 27.4452 - output16_loss: 20.7430 - output17_loss: 21.5856 - output18_loss: 14.1361 - output19_loss: 10.3364 - output20_loss: 11.8319 - output21_loss: 29.4683 - output22_loss: 22.2580 - output23_loss: 15.3923 - output24_loss: 21.3564 - output25_loss: 27.7849 - output26_loss: 14.5463 - output27_loss: 28.4659 - output28_loss: 20.3232 - output29_loss: 26.3926 - output00_mean_squared_error: 12.3899 - output01_mean_squared_error: 13.2785 - output02_mean_squared_error: 21.3357 - output03_mean_squared_error: 32.1381 - output04_mean_squared_error: 25.6139 - output05_mean_squared_error: 18.4145 - output06_mean_squared_error: 19.4826 - output07_mean_squared_error: 21.7021 - output08_mean_squared_error: 14.0752 - output09_mean_squared_error: 19.1219 - output10_mean_squared_error: 19.0796 - output11_mean_squared_error: 20.7579 - output12_mean_squared_error: 16.5861 - output13_mean_squared_error: 25.0398 - output14_mean_squared_error: 17.6075 - output15_mean_squared_error: 27.4452 - output16_mean_squared_error: 20.7430 - output17_mean_squared_error: 21.5856 - output18_mean_squared_error: 14.1361 - output19_mean_squared_error: 10.3364 - output20_mean_squared_error: 11.8319 - output21_mean_squared_error: 29.4683 - output22_mean_squared_error: 22.2580 - output23_mean_squared_error: 15.3923 - output24_mean_squared_error: 21.3564 - output25_mean_squared_error: 27.7849 - output26_mean_squared_error: 14.5463 - output27_mean_squared_error: 28.4659 - output28_mean_squared_error: 20.3232 - output29_mean_squared_error: 26.3926 Epoch 1645/2000 121/121 [==============================] - 0s 572us/step - loss: 608.6620 - output00_loss: 12.3899 - output01_loss: 13.2773 - output02_loss: 21.3344 - output03_loss: 32.1376 - output04_loss: 25.6114 - output05_loss: 18.4144 - output06_loss: 19.4801 - output07_loss: 21.7001 - output08_loss: 14.0749 - output09_loss: 19.1217 - output10_loss: 19.0795 - output11_loss: 20.7579 - output12_loss: 16.5858 - output13_loss: 25.0385 - output14_loss: 17.6061 - output15_loss: 27.4434 - output16_loss: 20.7430 - output17_loss: 21.5846 - output18_loss: 14.1361 - output19_loss: 10.3349 - output20_loss: 11.8304 - output21_loss: 29.4678 - output22_loss: 22.2578 - output23_loss: 15.3923 - output24_loss: 21.3560 - output25_loss: 27.7847 - output26_loss: 14.5463 - output27_loss: 28.4654 - output28_loss: 20.3210 - output29_loss: 26.3889 - output00_mean_squared_error: 12.3899 - output01_mean_squared_error: 13.2773 - output02_mean_squared_error: 21.3344 - output03_mean_squared_error: 32.1376 - output04_mean_squared_error: 25.6114 - output05_mean_squared_error: 18.4144 - output06_mean_squared_error: 19.4801 - output07_mean_squared_error: 21.7001 - output08_mean_squared_error: 14.0749 - output09_mean_squared_error: 19.1217 - output10_mean_squared_error: 19.0795 - output11_mean_squared_error: 20.7579 - output12_mean_squared_error: 16.5858 - output13_mean_squared_error: 25.0385 - output14_mean_squared_error: 17.6061 - output15_mean_squared_error: 27.4434 - output16_mean_squared_error: 20.7430 - output17_mean_squared_error: 21.5846 - output18_mean_squared_error: 14.1361 - output19_mean_squared_error: 10.3349 - output20_mean_squared_error: 11.8304 - output21_mean_squared_error: 29.4678 - output22_mean_squared_error: 22.2578 - output23_mean_squared_error: 15.3923 - output24_mean_squared_error: 21.3560 - output25_mean_squared_error: 27.7847 - output26_mean_squared_error: 14.5463 - output27_mean_squared_error: 28.4654 - output28_mean_squared_error: 20.3210 - output29_mean_squared_error: 26.3889 Epoch 1646/2000 121/121 [==============================] - 0s 1ms/step - loss: 608.6348 - output00_loss: 12.3898 - output01_loss: 13.2760 - output02_loss: 21.3331 - output03_loss: 32.1372 - output04_loss: 25.6088 - output05_loss: 18.4143 - output06_loss: 19.4776 - output07_loss: 21.6982 - output08_loss: 14.0745 - output09_loss: 19.1215 - output10_loss: 19.0794 - output11_loss: 20.7579 - output12_loss: 16.5855 - output13_loss: 25.0371 - output14_loss: 17.6048 - output15_loss: 27.4416 - output16_loss: 20.7430 - output17_loss: 21.5836 - output18_loss: 14.1360 - output19_loss: 10.3334 - output20_loss: 11.8289 - output21_loss: 29.4672 - output22_loss: 22.2577 - output23_loss: 15.3922 - output24_loss: 21.3556 - output25_loss: 27.7846 - output26_loss: 14.5463 - output27_loss: 28.4649 - output28_loss: 20.3188 - output29_loss: 26.3851 - output00_mean_squared_error: 12.3898 - output01_mean_squared_error: 13.2760 - output02_mean_squared_error: 21.3331 - output03_mean_squared_error: 32.1372 - output04_mean_squared_error: 25.6088 - output05_mean_squared_error: 18.4143 - output06_mean_squared_error: 19.4776 - output07_mean_squared_error: 21.6982 - output08_mean_squared_error: 14.0745 - output09_mean_squared_error: 19.1215 - output10_mean_squared_error: 19.0794 - output11_mean_squared_error: 20.7579 - output12_mean_squared_error: 16.5855 - output13_mean_squared_error: 25.0371 - output14_mean_squared_error: 17.6048 - output15_mean_squared_error: 27.4416 - output16_mean_squared_error: 20.7430 - output17_mean_squared_error: 21.5836 - output18_mean_squared_error: 14.1360 - output19_mean_squared_error: 10.3334 - output20_mean_squared_error: 11.8289 - output21_mean_squared_error: 29.4672 - output22_mean_squared_error: 22.2577 - output23_mean_squared_error: 15.3922 - output24_mean_squared_error: 21.3556 - output25_mean_squared_error: 27.7846 - output26_mean_squared_error: 14.5463 - output27_mean_squared_error: 28.4649 - output28_mean_squared_error: 20.3188 - output29_mean_squared_error: 26.3851 Epoch 1647/2000 121/121 [==============================] - 0s 699us/step - loss: 608.6075 - output00_loss: 12.3898 - output01_loss: 13.2748 - output02_loss: 21.3318 - output03_loss: 32.1367 - output04_loss: 25.6063 - output05_loss: 18.4142 - output06_loss: 19.4752 - output07_loss: 21.6963 - output08_loss: 14.0742 - output09_loss: 19.1213 - output10_loss: 19.0794 - output11_loss: 20.7579 - output12_loss: 16.5852 - output13_loss: 25.0358 - output14_loss: 17.6034 - output15_loss: 27.4398 - output16_loss: 20.7430 - output17_loss: 21.5826 - output18_loss: 14.1360 - output19_loss: 10.3319 - output20_loss: 11.8274 - output21_loss: 29.4666 - output22_loss: 22.2575 - output23_loss: 15.3922 - output24_loss: 21.3552 - output25_loss: 27.7845 - output26_loss: 14.5462 - output27_loss: 28.4644 - output28_loss: 20.3166 - output29_loss: 26.3814 - output00_mean_squared_error: 12.3898 - output01_mean_squared_error: 13.2748 - output02_mean_squared_error: 21.3318 - output03_mean_squared_error: 32.1367 - output04_mean_squared_error: 25.6063 - output05_mean_squared_error: 18.4142 - output06_mean_squared_error: 19.4752 - output07_mean_squared_error: 21.6963 - output08_mean_squared_error: 14.0742 - output09_mean_squared_error: 19.1213 - output10_mean_squared_error: 19.0794 - output11_mean_squared_error: 20.7579 - output12_mean_squared_error: 16.5852 - output13_mean_squared_error: 25.0358 - output14_mean_squared_error: 17.6034 - output15_mean_squared_error: 27.4398 - output16_mean_squared_error: 20.7430 - output17_mean_squared_error: 21.5826 - output18_mean_squared_error: 14.1360 - output19_mean_squared_error: 10.3319 - output20_mean_squared_error: 11.8274 - output21_mean_squared_error: 29.4666 - output22_mean_squared_error: 22.2575 - output23_mean_squared_error: 15.3922 - output24_mean_squared_error: 21.3552 - output25_mean_squared_error: 27.7845 - output26_mean_squared_error: 14.5462 - output27_mean_squared_error: 28.4644 - output28_mean_squared_error: 20.3166 - output29_mean_squared_error: 26.3814 Epoch 1648/2000 121/121 [==============================] - 0s 456us/step - loss: 608.5803 - output00_loss: 12.3898 - output01_loss: 13.2735 - output02_loss: 21.3305 - output03_loss: 32.1363 - output04_loss: 25.6038 - output05_loss: 18.4140 - output06_loss: 19.4727 - output07_loss: 21.6943 - output08_loss: 14.0738 - output09_loss: 19.1211 - output10_loss: 19.0793 - output11_loss: 20.7579 - output12_loss: 16.5849 - output13_loss: 25.0345 - output14_loss: 17.6021 - output15_loss: 27.4380 - output16_loss: 20.7430 - output17_loss: 21.5817 - output18_loss: 14.1360 - output19_loss: 10.3303 - output20_loss: 11.8259 - output21_loss: 29.4661 - output22_loss: 22.2574 - output23_loss: 15.3922 - output24_loss: 21.3549 - output25_loss: 27.7844 - output26_loss: 14.5462 - output27_loss: 28.4639 - output28_loss: 20.3144 - output29_loss: 26.3776 - output00_mean_squared_error: 12.3898 - output01_mean_squared_error: 13.2735 - output02_mean_squared_error: 21.3305 - output03_mean_squared_error: 32.1363 - output04_mean_squared_error: 25.6038 - output05_mean_squared_error: 18.4140 - output06_mean_squared_error: 19.4727 - output07_mean_squared_error: 21.6943 - output08_mean_squared_error: 14.0738 - output09_mean_squared_error: 19.1211 - output10_mean_squared_error: 19.0793 - output11_mean_squared_error: 20.7579 - output12_mean_squared_error: 16.5849 - output13_mean_squared_error: 25.0345 - output14_mean_squared_error: 17.6021 - output15_mean_squared_error: 27.4380 - output16_mean_squared_error: 20.7430 - output17_mean_squared_error: 21.5817 - output18_mean_squared_error: 14.1360 - output19_mean_squared_error: 10.3303 - output20_mean_squared_error: 11.8259 - output21_mean_squared_error: 29.4661 - output22_mean_squared_error: 22.2574 - output23_mean_squared_error: 15.3922 - output24_mean_squared_error: 21.3549 - output25_mean_squared_error: 27.7844 - output26_mean_squared_error: 14.5462 - output27_mean_squared_error: 28.4639 - output28_mean_squared_error: 20.3144 - output29_mean_squared_error: 26.3776 Epoch 1649/2000 121/121 [==============================] - 0s 755us/step - loss: 608.5533 - output00_loss: 12.3898 - output01_loss: 13.2723 - output02_loss: 21.3292 - output03_loss: 32.1358 - output04_loss: 25.6013 - output05_loss: 18.4139 - output06_loss: 19.4702 - output07_loss: 21.6924 - output08_loss: 14.0735 - output09_loss: 19.1209 - output10_loss: 19.0792 - output11_loss: 20.7579 - output12_loss: 16.5846 - output13_loss: 25.0332 - output14_loss: 17.6007 - output15_loss: 27.4362 - output16_loss: 20.7429 - output17_loss: 21.5807 - output18_loss: 14.1360 - output19_loss: 10.3288 - output20_loss: 11.8244 - output21_loss: 29.4655 - output22_loss: 22.2572 - output23_loss: 15.3922 - output24_loss: 21.3545 - output25_loss: 27.7843 - output26_loss: 14.5462 - output27_loss: 28.4634 - output28_loss: 20.3122 - output29_loss: 26.3739 - output00_mean_squared_error: 12.3898 - output01_mean_squared_error: 13.2723 - output02_mean_squared_error: 21.3292 - output03_mean_squared_error: 32.1358 - output04_mean_squared_error: 25.6013 - output05_mean_squared_error: 18.4139 - output06_mean_squared_error: 19.4702 - output07_mean_squared_error: 21.6924 - output08_mean_squared_error: 14.0735 - output09_mean_squared_error: 19.1209 - output10_mean_squared_error: 19.0792 - output11_mean_squared_error: 20.7579 - output12_mean_squared_error: 16.5846 - output13_mean_squared_error: 25.0332 - output14_mean_squared_error: 17.6007 - output15_mean_squared_error: 27.4362 - output16_mean_squared_error: 20.7429 - output17_mean_squared_error: 21.5807 - output18_mean_squared_error: 14.1360 - output19_mean_squared_error: 10.3288 - output20_mean_squared_error: 11.8244 - output21_mean_squared_error: 29.4655 - output22_mean_squared_error: 22.2572 - output23_mean_squared_error: 15.3922 - output24_mean_squared_error: 21.3545 - output25_mean_squared_error: 27.7843 - output26_mean_squared_error: 14.5462 - output27_mean_squared_error: 28.4634 - output28_mean_squared_error: 20.3122 - output29_mean_squared_error: 26.3739 Epoch 1650/2000 121/121 [==============================] - 0s 816us/step - loss: 608.5261 - output00_loss: 12.3898 - output01_loss: 13.2710 - output02_loss: 21.3279 - output03_loss: 32.1354 - output04_loss: 25.5988 - output05_loss: 18.4138 - output06_loss: 19.4678 - output07_loss: 21.6905 - output08_loss: 14.0731 - output09_loss: 19.1207 - output10_loss: 19.0791 - output11_loss: 20.7579 - output12_loss: 16.5843 - output13_loss: 25.0319 - output14_loss: 17.5994 - output15_loss: 27.4344 - output16_loss: 20.7429 - output17_loss: 21.5797 - output18_loss: 14.1359 - output19_loss: 10.3273 - output20_loss: 11.8229 - output21_loss: 29.4649 - output22_loss: 22.2570 - output23_loss: 15.3921 - output24_loss: 21.3541 - output25_loss: 27.7841 - output26_loss: 14.5462 - output27_loss: 28.4629 - output28_loss: 20.3100 - output29_loss: 26.3702 - output00_mean_squared_error: 12.3898 - output01_mean_squared_error: 13.2710 - output02_mean_squared_error: 21.3279 - output03_mean_squared_error: 32.1354 - output04_mean_squared_error: 25.5988 - output05_mean_squared_error: 18.4138 - output06_mean_squared_error: 19.4678 - output07_mean_squared_error: 21.6905 - output08_mean_squared_error: 14.0731 - output09_mean_squared_error: 19.1207 - output10_mean_squared_error: 19.0791 - output11_mean_squared_error: 20.7579 - output12_mean_squared_error: 16.5843 - output13_mean_squared_error: 25.0319 - output14_mean_squared_error: 17.5994 - output15_mean_squared_error: 27.4344 - output16_mean_squared_error: 20.7429 - output17_mean_squared_error: 21.5797 - output18_mean_squared_error: 14.1359 - output19_mean_squared_error: 10.3273 - output20_mean_squared_error: 11.8229 - output21_mean_squared_error: 29.4649 - output22_mean_squared_error: 22.2570 - output23_mean_squared_error: 15.3921 - output24_mean_squared_error: 21.3541 - output25_mean_squared_error: 27.7841 - output26_mean_squared_error: 14.5462 - output27_mean_squared_error: 28.4629 - output28_mean_squared_error: 20.3100 - output29_mean_squared_error: 26.3702 Epoch 1651/2000 121/121 [==============================] - 0s 493us/step - loss: 608.4992 - output00_loss: 12.3898 - output01_loss: 13.2698 - output02_loss: 21.3266 - output03_loss: 32.1349 - output04_loss: 25.5963 - output05_loss: 18.4137 - output06_loss: 19.4653 - output07_loss: 21.6886 - output08_loss: 14.0728 - output09_loss: 19.1205 - output10_loss: 19.0791 - output11_loss: 20.7579 - output12_loss: 16.5841 - output13_loss: 25.0306 - output14_loss: 17.5980 - output15_loss: 27.4326 - output16_loss: 20.7429 - output17_loss: 21.5787 - output18_loss: 14.1359 - output19_loss: 10.3258 - output20_loss: 11.8215 - output21_loss: 29.4644 - output22_loss: 22.2569 - output23_loss: 15.3921 - output24_loss: 21.3537 - output25_loss: 27.7840 - output26_loss: 14.5461 - output27_loss: 28.4624 - output28_loss: 20.3078 - output29_loss: 26.3665 - output00_mean_squared_error: 12.3898 - output01_mean_squared_error: 13.2698 - output02_mean_squared_error: 21.3266 - output03_mean_squared_error: 32.1349 - output04_mean_squared_error: 25.5963 - output05_mean_squared_error: 18.4137 - output06_mean_squared_error: 19.4653 - output07_mean_squared_error: 21.6886 - output08_mean_squared_error: 14.0728 - output09_mean_squared_error: 19.1205 - output10_mean_squared_error: 19.0791 - output11_mean_squared_error: 20.7579 - output12_mean_squared_error: 16.5841 - output13_mean_squared_error: 25.0306 - output14_mean_squared_error: 17.5980 - output15_mean_squared_error: 27.4326 - output16_mean_squared_error: 20.7429 - output17_mean_squared_error: 21.5787 - output18_mean_squared_error: 14.1359 - output19_mean_squared_error: 10.3258 - output20_mean_squared_error: 11.8215 - output21_mean_squared_error: 29.4644 - output22_mean_squared_error: 22.2569 - output23_mean_squared_error: 15.3921 - output24_mean_squared_error: 21.3537 - output25_mean_squared_error: 27.7840 - output26_mean_squared_error: 14.5461 - output27_mean_squared_error: 28.4624 - output28_mean_squared_error: 20.3078 - output29_mean_squared_error: 26.3665 Epoch 1652/2000 121/121 [==============================] - 0s 430us/step - loss: 608.4722 - output00_loss: 12.3898 - output01_loss: 13.2686 - output02_loss: 21.3253 - output03_loss: 32.1345 - output04_loss: 25.5938 - output05_loss: 18.4136 - output06_loss: 19.4629 - output07_loss: 21.6867 - output08_loss: 14.0724 - output09_loss: 19.1203 - output10_loss: 19.0790 - output11_loss: 20.7579 - output12_loss: 16.5838 - output13_loss: 25.0293 - output14_loss: 17.5967 - output15_loss: 27.4308 - output16_loss: 20.7429 - output17_loss: 21.5777 - output18_loss: 14.1359 - output19_loss: 10.3243 - output20_loss: 11.8200 - output21_loss: 29.4638 - output22_loss: 22.2567 - output23_loss: 15.3921 - output24_loss: 21.3534 - output25_loss: 27.7839 - output26_loss: 14.5461 - output27_loss: 28.4619 - output28_loss: 20.3056 - output29_loss: 26.3627 - output00_mean_squared_error: 12.3898 - output01_mean_squared_error: 13.2686 - output02_mean_squared_error: 21.3253 - output03_mean_squared_error: 32.1345 - output04_mean_squared_error: 25.5938 - output05_mean_squared_error: 18.4136 - output06_mean_squared_error: 19.4629 - output07_mean_squared_error: 21.6867 - output08_mean_squared_error: 14.0724 - output09_mean_squared_error: 19.1203 - output10_mean_squared_error: 19.0790 - output11_mean_squared_error: 20.7579 - output12_mean_squared_error: 16.5838 - output13_mean_squared_error: 25.0293 - output14_mean_squared_error: 17.5967 - output15_mean_squared_error: 27.4308 - output16_mean_squared_error: 20.7429 - output17_mean_squared_error: 21.5777 - output18_mean_squared_error: 14.1359 - output19_mean_squared_error: 10.3243 - output20_mean_squared_error: 11.8200 - output21_mean_squared_error: 29.4638 - output22_mean_squared_error: 22.2567 - output23_mean_squared_error: 15.3921 - output24_mean_squared_error: 21.3534 - output25_mean_squared_error: 27.7839 - output26_mean_squared_error: 14.5461 - output27_mean_squared_error: 28.4619 - output28_mean_squared_error: 20.3056 - output29_mean_squared_error: 26.3627 Epoch 1653/2000 121/121 [==============================] - 0s 911us/step - loss: 608.4453 - output00_loss: 12.3898 - output01_loss: 13.2673 - output02_loss: 21.3241 - output03_loss: 32.1340 - output04_loss: 25.5913 - output05_loss: 18.4135 - output06_loss: 19.4604 - output07_loss: 21.6848 - output08_loss: 14.0721 - output09_loss: 19.1201 - output10_loss: 19.0789 - output11_loss: 20.7578 - output12_loss: 16.5835 - output13_loss: 25.0280 - output14_loss: 17.5954 - output15_loss: 27.4290 - output16_loss: 20.7429 - output17_loss: 21.5767 - output18_loss: 14.1358 - output19_loss: 10.3228 - output20_loss: 11.8185 - output21_loss: 29.4633 - output22_loss: 22.2566 - output23_loss: 15.3920 - output24_loss: 21.3530 - output25_loss: 27.7838 - output26_loss: 14.5461 - output27_loss: 28.4614 - output28_loss: 20.3035 - output29_loss: 26.3590 - output00_mean_squared_error: 12.3898 - output01_mean_squared_error: 13.2673 - output02_mean_squared_error: 21.3241 - output03_mean_squared_error: 32.1340 - output04_mean_squared_error: 25.5913 - output05_mean_squared_error: 18.4135 - output06_mean_squared_error: 19.4604 - output07_mean_squared_error: 21.6848 - output08_mean_squared_error: 14.0721 - output09_mean_squared_error: 19.1201 - output10_mean_squared_error: 19.0789 - output11_mean_squared_error: 20.7578 - output12_mean_squared_error: 16.5835 - output13_mean_squared_error: 25.0280 - output14_mean_squared_error: 17.5954 - output15_mean_squared_error: 27.4290 - output16_mean_squared_error: 20.7429 - output17_mean_squared_error: 21.5767 - output18_mean_squared_error: 14.1358 - output19_mean_squared_error: 10.3228 - output20_mean_squared_error: 11.8185 - output21_mean_squared_error: 29.4633 - output22_mean_squared_error: 22.2566 - output23_mean_squared_error: 15.3920 - output24_mean_squared_error: 21.3530 - output25_mean_squared_error: 27.7838 - output26_mean_squared_error: 14.5461 - output27_mean_squared_error: 28.4614 - output28_mean_squared_error: 20.3035 - output29_mean_squared_error: 26.3590 Epoch 1654/2000 121/121 [==============================] - 0s 1ms/step - loss: 608.4185 - output00_loss: 12.3898 - output01_loss: 13.2661 - output02_loss: 21.3228 - output03_loss: 32.1336 - output04_loss: 25.5888 - output05_loss: 18.4134 - output06_loss: 19.4580 - output07_loss: 21.6829 - output08_loss: 14.0717 - output09_loss: 19.1199 - output10_loss: 19.0789 - output11_loss: 20.7578 - output12_loss: 16.5832 - output13_loss: 25.0267 - output14_loss: 17.5940 - output15_loss: 27.4272 - output16_loss: 20.7429 - output17_loss: 21.5757 - output18_loss: 14.1358 - output19_loss: 10.3213 - output20_loss: 11.8170 - output21_loss: 29.4627 - output22_loss: 22.2564 - output23_loss: 15.3920 - output24_loss: 21.3526 - output25_loss: 27.7837 - output26_loss: 14.5461 - output27_loss: 28.4609 - output28_loss: 20.3013 - output29_loss: 26.3553 - output00_mean_squared_error: 12.3898 - output01_mean_squared_error: 13.2661 - output02_mean_squared_error: 21.3228 - output03_mean_squared_error: 32.1336 - output04_mean_squared_error: 25.5888 - output05_mean_squared_error: 18.4134 - output06_mean_squared_error: 19.4580 - output07_mean_squared_error: 21.6829 - output08_mean_squared_error: 14.0717 - output09_mean_squared_error: 19.1199 - output10_mean_squared_error: 19.0789 - output11_mean_squared_error: 20.7578 - output12_mean_squared_error: 16.5832 - output13_mean_squared_error: 25.0267 - output14_mean_squared_error: 17.5940 - output15_mean_squared_error: 27.4272 - output16_mean_squared_error: 20.7429 - output17_mean_squared_error: 21.5757 - output18_mean_squared_error: 14.1358 - output19_mean_squared_error: 10.3213 - output20_mean_squared_error: 11.8170 - output21_mean_squared_error: 29.4627 - output22_mean_squared_error: 22.2564 - output23_mean_squared_error: 15.3920 - output24_mean_squared_error: 21.3526 - output25_mean_squared_error: 27.7837 - output26_mean_squared_error: 14.5461 - output27_mean_squared_error: 28.4609 - output28_mean_squared_error: 20.3013 - output29_mean_squared_error: 26.3553 Epoch 1655/2000 121/121 [==============================] - 0s 1ms/step - loss: 608.3916 - output00_loss: 12.3898 - output01_loss: 13.2649 - output02_loss: 21.3215 - output03_loss: 32.1331 - output04_loss: 25.5863 - output05_loss: 18.4132 - output06_loss: 19.4556 - output07_loss: 21.6810 - output08_loss: 14.0714 - output09_loss: 19.1197 - output10_loss: 19.0788 - output11_loss: 20.7578 - output12_loss: 16.5829 - output13_loss: 25.0254 - output14_loss: 17.5927 - output15_loss: 27.4254 - output16_loss: 20.7429 - output17_loss: 21.5747 - output18_loss: 14.1358 - output19_loss: 10.3198 - output20_loss: 11.8156 - output21_loss: 29.4622 - output22_loss: 22.2562 - output23_loss: 15.3920 - output24_loss: 21.3522 - output25_loss: 27.7836 - output26_loss: 14.5461 - output27_loss: 28.4604 - output28_loss: 20.2991 - output29_loss: 26.3516 - output00_mean_squared_error: 12.3898 - output01_mean_squared_error: 13.2649 - output02_mean_squared_error: 21.3215 - output03_mean_squared_error: 32.1331 - output04_mean_squared_error: 25.5863 - output05_mean_squared_error: 18.4132 - output06_mean_squared_error: 19.4556 - output07_mean_squared_error: 21.6810 - output08_mean_squared_error: 14.0714 - output09_mean_squared_error: 19.1197 - output10_mean_squared_error: 19.0788 - output11_mean_squared_error: 20.7578 - output12_mean_squared_error: 16.5829 - output13_mean_squared_error: 25.0254 - output14_mean_squared_error: 17.5927 - output15_mean_squared_error: 27.4254 - output16_mean_squared_error: 20.7429 - output17_mean_squared_error: 21.5747 - output18_mean_squared_error: 14.1358 - output19_mean_squared_error: 10.3198 - output20_mean_squared_error: 11.8156 - output21_mean_squared_error: 29.4622 - output22_mean_squared_error: 22.2562 - output23_mean_squared_error: 15.3920 - output24_mean_squared_error: 21.3522 - output25_mean_squared_error: 27.7836 - output26_mean_squared_error: 14.5461 - output27_mean_squared_error: 28.4604 - output28_mean_squared_error: 20.2991 - output29_mean_squared_error: 26.3516 Epoch 1656/2000 121/121 [==============================] - 0s 935us/step - loss: 608.3649 - output00_loss: 12.3897 - output01_loss: 13.2636 - output02_loss: 21.3202 - output03_loss: 32.1327 - output04_loss: 25.5838 - output05_loss: 18.4131 - output06_loss: 19.4531 - output07_loss: 21.6791 - output08_loss: 14.0711 - output09_loss: 19.1195 - output10_loss: 19.0787 - output11_loss: 20.7578 - output12_loss: 16.5827 - output13_loss: 25.0241 - output14_loss: 17.5914 - output15_loss: 27.4237 - output16_loss: 20.7428 - output17_loss: 21.5738 - output18_loss: 14.1358 - output19_loss: 10.3183 - output20_loss: 11.8141 - output21_loss: 29.4616 - output22_loss: 22.2561 - output23_loss: 15.3919 - output24_loss: 21.3519 - output25_loss: 27.7835 - output26_loss: 14.5460 - output27_loss: 28.4599 - output28_loss: 20.2969 - output29_loss: 26.3479 - output00_mean_squared_error: 12.3897 - output01_mean_squared_error: 13.2636 - output02_mean_squared_error: 21.3202 - output03_mean_squared_error: 32.1327 - output04_mean_squared_error: 25.5838 - output05_mean_squared_error: 18.4131 - output06_mean_squared_error: 19.4531 - output07_mean_squared_error: 21.6791 - output08_mean_squared_error: 14.0711 - output09_mean_squared_error: 19.1195 - output10_mean_squared_error: 19.0787 - output11_mean_squared_error: 20.7578 - output12_mean_squared_error: 16.5827 - output13_mean_squared_error: 25.0241 - output14_mean_squared_error: 17.5914 - output15_mean_squared_error: 27.4237 - output16_mean_squared_error: 20.7428 - output17_mean_squared_error: 21.5738 - output18_mean_squared_error: 14.1358 - output19_mean_squared_error: 10.3183 - output20_mean_squared_error: 11.8141 - output21_mean_squared_error: 29.4616 - output22_mean_squared_error: 22.2561 - output23_mean_squared_error: 15.3919 - output24_mean_squared_error: 21.3519 - output25_mean_squared_error: 27.7835 - output26_mean_squared_error: 14.5460 - output27_mean_squared_error: 28.4599 - output28_mean_squared_error: 20.2969 - output29_mean_squared_error: 26.3479 Epoch 1657/2000 121/121 [==============================] - 0s 1ms/step - loss: 608.3381 - output00_loss: 12.3897 - output01_loss: 13.2624 - output02_loss: 21.3190 - output03_loss: 32.1323 - output04_loss: 25.5813 - output05_loss: 18.4130 - output06_loss: 19.4507 - output07_loss: 21.6772 - output08_loss: 14.0707 - output09_loss: 19.1193 - output10_loss: 19.0787 - output11_loss: 20.7578 - output12_loss: 16.5824 - output13_loss: 25.0229 - output14_loss: 17.5900 - output15_loss: 27.4219 - output16_loss: 20.7428 - output17_loss: 21.5728 - output18_loss: 14.1357 - output19_loss: 10.3168 - output20_loss: 11.8126 - output21_loss: 29.4610 - output22_loss: 22.2559 - output23_loss: 15.3919 - output24_loss: 21.3515 - output25_loss: 27.7833 - output26_loss: 14.5460 - output27_loss: 28.4594 - output28_loss: 20.2948 - output29_loss: 26.3442 - output00_mean_squared_error: 12.3897 - output01_mean_squared_error: 13.2624 - output02_mean_squared_error: 21.3190 - output03_mean_squared_error: 32.1323 - output04_mean_squared_error: 25.5813 - output05_mean_squared_error: 18.4130 - output06_mean_squared_error: 19.4507 - output07_mean_squared_error: 21.6772 - output08_mean_squared_error: 14.0707 - output09_mean_squared_error: 19.1193 - output10_mean_squared_error: 19.0787 - output11_mean_squared_error: 20.7578 - output12_mean_squared_error: 16.5824 - output13_mean_squared_error: 25.0229 - output14_mean_squared_error: 17.5900 - output15_mean_squared_error: 27.4219 - output16_mean_squared_error: 20.7428 - output17_mean_squared_error: 21.5728 - output18_mean_squared_error: 14.1357 - output19_mean_squared_error: 10.3168 - output20_mean_squared_error: 11.8126 - output21_mean_squared_error: 29.4610 - output22_mean_squared_error: 22.2559 - output23_mean_squared_error: 15.3919 - output24_mean_squared_error: 21.3515 - output25_mean_squared_error: 27.7833 - output26_mean_squared_error: 14.5460 - output27_mean_squared_error: 28.4594 - output28_mean_squared_error: 20.2948 - output29_mean_squared_error: 26.3442 Epoch 1658/2000 121/121 [==============================] - 0s 1ms/step - loss: 608.3115 - output00_loss: 12.3897 - output01_loss: 13.2612 - output02_loss: 21.3177 - output03_loss: 32.1318 - output04_loss: 25.5788 - output05_loss: 18.4129 - output06_loss: 19.4483 - output07_loss: 21.6753 - output08_loss: 14.0704 - output09_loss: 19.1191 - output10_loss: 19.0786 - output11_loss: 20.7578 - output12_loss: 16.5821 - output13_loss: 25.0216 - output14_loss: 17.5887 - output15_loss: 27.4201 - output16_loss: 20.7428 - output17_loss: 21.5718 - output18_loss: 14.1357 - output19_loss: 10.3154 - output20_loss: 11.8112 - output21_loss: 29.4605 - output22_loss: 22.2558 - output23_loss: 15.3919 - output24_loss: 21.3511 - output25_loss: 27.7832 - output26_loss: 14.5460 - output27_loss: 28.4589 - output28_loss: 20.2926 - output29_loss: 26.3405 - output00_mean_squared_error: 12.3897 - output01_mean_squared_error: 13.2612 - output02_mean_squared_error: 21.3177 - output03_mean_squared_error: 32.1318 - output04_mean_squared_error: 25.5788 - output05_mean_squared_error: 18.4129 - output06_mean_squared_error: 19.4483 - output07_mean_squared_error: 21.6753 - output08_mean_squared_error: 14.0704 - output09_mean_squared_error: 19.1191 - output10_mean_squared_error: 19.0786 - output11_mean_squared_error: 20.7578 - output12_mean_squared_error: 16.5821 - output13_mean_squared_error: 25.0216 - output14_mean_squared_error: 17.5887 - output15_mean_squared_error: 27.4201 - output16_mean_squared_error: 20.7428 - output17_mean_squared_error: 21.5718 - output18_mean_squared_error: 14.1357 - output19_mean_squared_error: 10.3154 - output20_mean_squared_error: 11.8112 - output21_mean_squared_error: 29.4605 - output22_mean_squared_error: 22.2558 - output23_mean_squared_error: 15.3919 - output24_mean_squared_error: 21.3511 - output25_mean_squared_error: 27.7832 - output26_mean_squared_error: 14.5460 - output27_mean_squared_error: 28.4589 - output28_mean_squared_error: 20.2926 - output29_mean_squared_error: 26.3405 Epoch 1659/2000 121/121 [==============================] - 0s 851us/step - loss: 608.2849 - output00_loss: 12.3897 - output01_loss: 13.2600 - output02_loss: 21.3164 - output03_loss: 32.1314 - output04_loss: 25.5764 - output05_loss: 18.4128 - output06_loss: 19.4458 - output07_loss: 21.6734 - output08_loss: 14.0700 - output09_loss: 19.1190 - output10_loss: 19.0785 - output11_loss: 20.7578 - output12_loss: 16.5818 - output13_loss: 25.0203 - output14_loss: 17.5874 - output15_loss: 27.4183 - output16_loss: 20.7428 - output17_loss: 21.5708 - output18_loss: 14.1357 - output19_loss: 10.3139 - output20_loss: 11.8097 - output21_loss: 29.4599 - output22_loss: 22.2556 - output23_loss: 15.3919 - output24_loss: 21.3508 - output25_loss: 27.7831 - output26_loss: 14.5460 - output27_loss: 28.4584 - output28_loss: 20.2904 - output29_loss: 26.3369 - output00_mean_squared_error: 12.3897 - output01_mean_squared_error: 13.2600 - output02_mean_squared_error: 21.3164 - output03_mean_squared_error: 32.1314 - output04_mean_squared_error: 25.5764 - output05_mean_squared_error: 18.4128 - output06_mean_squared_error: 19.4458 - output07_mean_squared_error: 21.6734 - output08_mean_squared_error: 14.0700 - output09_mean_squared_error: 19.1190 - output10_mean_squared_error: 19.0785 - output11_mean_squared_error: 20.7578 - output12_mean_squared_error: 16.5818 - output13_mean_squared_error: 25.0203 - output14_mean_squared_error: 17.5874 - output15_mean_squared_error: 27.4183 - output16_mean_squared_error: 20.7428 - output17_mean_squared_error: 21.5708 - output18_mean_squared_error: 14.1357 - output19_mean_squared_error: 10.3139 - output20_mean_squared_error: 11.8097 - output21_mean_squared_error: 29.4599 - output22_mean_squared_error: 22.2556 - output23_mean_squared_error: 15.3919 - output24_mean_squared_error: 21.3508 - output25_mean_squared_error: 27.7831 - output26_mean_squared_error: 14.5460 - output27_mean_squared_error: 28.4584 - output28_mean_squared_error: 20.2904 - output29_mean_squared_error: 26.3369 Epoch 1660/2000 121/121 [==============================] - 0s 1ms/step - loss: 608.2584 - output00_loss: 12.3897 - output01_loss: 13.2587 - output02_loss: 21.3152 - output03_loss: 32.1310 - output04_loss: 25.5739 - output05_loss: 18.4127 - output06_loss: 19.4434 - output07_loss: 21.6715 - output08_loss: 14.0697 - output09_loss: 19.1188 - output10_loss: 19.0785 - output11_loss: 20.7578 - output12_loss: 16.5816 - output13_loss: 25.0190 - output14_loss: 17.5861 - output15_loss: 27.4166 - output16_loss: 20.7428 - output17_loss: 21.5699 - output18_loss: 14.1356 - output19_loss: 10.3124 - output20_loss: 11.8083 - output21_loss: 29.4594 - output22_loss: 22.2555 - output23_loss: 15.3918 - output24_loss: 21.3504 - output25_loss: 27.7830 - output26_loss: 14.5459 - output27_loss: 28.4579 - output28_loss: 20.2883 - output29_loss: 26.3332 - output00_mean_squared_error: 12.3897 - output01_mean_squared_error: 13.2587 - output02_mean_squared_error: 21.3152 - output03_mean_squared_error: 32.1310 - output04_mean_squared_error: 25.5739 - output05_mean_squared_error: 18.4127 - output06_mean_squared_error: 19.4434 - output07_mean_squared_error: 21.6715 - output08_mean_squared_error: 14.0697 - output09_mean_squared_error: 19.1188 - output10_mean_squared_error: 19.0785 - output11_mean_squared_error: 20.7578 - output12_mean_squared_error: 16.5816 - output13_mean_squared_error: 25.0190 - output14_mean_squared_error: 17.5861 - output15_mean_squared_error: 27.4166 - output16_mean_squared_error: 20.7428 - output17_mean_squared_error: 21.5699 - output18_mean_squared_error: 14.1356 - output19_mean_squared_error: 10.3124 - output20_mean_squared_error: 11.8083 - output21_mean_squared_error: 29.4594 - output22_mean_squared_error: 22.2555 - output23_mean_squared_error: 15.3918 - output24_mean_squared_error: 21.3504 - output25_mean_squared_error: 27.7830 - output26_mean_squared_error: 14.5459 - output27_mean_squared_error: 28.4579 - output28_mean_squared_error: 20.2883 - output29_mean_squared_error: 26.3332 Epoch 1661/2000 121/121 [==============================] - 0s 1ms/step - loss: 608.2318 - output00_loss: 12.3897 - output01_loss: 13.2575 - output02_loss: 21.3139 - output03_loss: 32.1305 - output04_loss: 25.5714 - output05_loss: 18.4126 - output06_loss: 19.4410 - output07_loss: 21.6697 - output08_loss: 14.0694 - output09_loss: 19.1186 - output10_loss: 19.0784 - output11_loss: 20.7578 - output12_loss: 16.5813 - output13_loss: 25.0177 - output14_loss: 17.5848 - output15_loss: 27.4148 - output16_loss: 20.7428 - output17_loss: 21.5689 - output18_loss: 14.1356 - output19_loss: 10.3109 - output20_loss: 11.8068 - output21_loss: 29.4588 - output22_loss: 22.2553 - output23_loss: 15.3918 - output24_loss: 21.3500 - output25_loss: 27.7829 - output26_loss: 14.5459 - output27_loss: 28.4574 - output28_loss: 20.2861 - output29_loss: 26.3295 - output00_mean_squared_error: 12.3897 - output01_mean_squared_error: 13.2575 - output02_mean_squared_error: 21.3139 - output03_mean_squared_error: 32.1305 - output04_mean_squared_error: 25.5714 - output05_mean_squared_error: 18.4126 - output06_mean_squared_error: 19.4410 - output07_mean_squared_error: 21.6697 - output08_mean_squared_error: 14.0694 - output09_mean_squared_error: 19.1186 - output10_mean_squared_error: 19.0784 - output11_mean_squared_error: 20.7578 - output12_mean_squared_error: 16.5813 - output13_mean_squared_error: 25.0177 - output14_mean_squared_error: 17.5848 - output15_mean_squared_error: 27.4148 - output16_mean_squared_error: 20.7428 - output17_mean_squared_error: 21.5689 - output18_mean_squared_error: 14.1356 - output19_mean_squared_error: 10.3109 - output20_mean_squared_error: 11.8068 - output21_mean_squared_error: 29.4588 - output22_mean_squared_error: 22.2553 - output23_mean_squared_error: 15.3918 - output24_mean_squared_error: 21.3500 - output25_mean_squared_error: 27.7829 - output26_mean_squared_error: 14.5459 - output27_mean_squared_error: 28.4574 - output28_mean_squared_error: 20.2861 - output29_mean_squared_error: 26.3295 Epoch 1662/2000 121/121 [==============================] - 0s 898us/step - loss: 608.2054 - output00_loss: 12.3897 - output01_loss: 13.2563 - output02_loss: 21.3127 - output03_loss: 32.1301 - output04_loss: 25.5690 - output05_loss: 18.4125 - output06_loss: 19.4386 - output07_loss: 21.6678 - output08_loss: 14.0690 - output09_loss: 19.1184 - output10_loss: 19.0783 - output11_loss: 20.7578 - output12_loss: 16.5810 - output13_loss: 25.0165 - output14_loss: 17.5834 - output15_loss: 27.4130 - output16_loss: 20.7428 - output17_loss: 21.5679 - output18_loss: 14.1356 - output19_loss: 10.3094 - output20_loss: 11.8054 - output21_loss: 29.4583 - output22_loss: 22.2552 - output23_loss: 15.3918 - output24_loss: 21.3497 - output25_loss: 27.7828 - output26_loss: 14.5459 - output27_loss: 28.4569 - output28_loss: 20.2840 - output29_loss: 26.3258 - output00_mean_squared_error: 12.3897 - output01_mean_squared_error: 13.2563 - output02_mean_squared_error: 21.3127 - output03_mean_squared_error: 32.1301 - output04_mean_squared_error: 25.5690 - output05_mean_squared_error: 18.4125 - output06_mean_squared_error: 19.4386 - output07_mean_squared_error: 21.6678 - output08_mean_squared_error: 14.0690 - output09_mean_squared_error: 19.1184 - output10_mean_squared_error: 19.0783 - output11_mean_squared_error: 20.7578 - output12_mean_squared_error: 16.5810 - output13_mean_squared_error: 25.0165 - output14_mean_squared_error: 17.5834 - output15_mean_squared_error: 27.4130 - output16_mean_squared_error: 20.7428 - output17_mean_squared_error: 21.5679 - output18_mean_squared_error: 14.1356 - output19_mean_squared_error: 10.3094 - output20_mean_squared_error: 11.8054 - output21_mean_squared_error: 29.4583 - output22_mean_squared_error: 22.2552 - output23_mean_squared_error: 15.3918 - output24_mean_squared_error: 21.3497 - output25_mean_squared_error: 27.7828 - output26_mean_squared_error: 14.5459 - output27_mean_squared_error: 28.4569 - output28_mean_squared_error: 20.2840 - output29_mean_squared_error: 26.3258 Epoch 1663/2000 121/121 [==============================] - 0s 786us/step - loss: 608.1790 - output00_loss: 12.3897 - output01_loss: 13.2551 - output02_loss: 21.3114 - output03_loss: 32.1297 - output04_loss: 25.5665 - output05_loss: 18.4124 - output06_loss: 19.4362 - output07_loss: 21.6659 - output08_loss: 14.0687 - output09_loss: 19.1182 - output10_loss: 19.0783 - output11_loss: 20.7578 - output12_loss: 16.5807 - output13_loss: 25.0152 - output14_loss: 17.5821 - output15_loss: 27.4113 - output16_loss: 20.7427 - output17_loss: 21.5670 - output18_loss: 14.1356 - output19_loss: 10.3079 - output20_loss: 11.8039 - output21_loss: 29.4578 - output22_loss: 22.2550 - output23_loss: 15.3917 - output24_loss: 21.3493 - output25_loss: 27.7827 - output26_loss: 14.5459 - output27_loss: 28.4564 - output28_loss: 20.2818 - output29_loss: 26.3222 - output00_mean_squared_error: 12.3897 - output01_mean_squared_error: 13.2551 - output02_mean_squared_error: 21.3114 - output03_mean_squared_error: 32.1297 - output04_mean_squared_error: 25.5665 - output05_mean_squared_error: 18.4124 - output06_mean_squared_error: 19.4362 - output07_mean_squared_error: 21.6659 - output08_mean_squared_error: 14.0687 - output09_mean_squared_error: 19.1182 - output10_mean_squared_error: 19.0783 - output11_mean_squared_error: 20.7578 - output12_mean_squared_error: 16.5807 - output13_mean_squared_error: 25.0152 - output14_mean_squared_error: 17.5821 - output15_mean_squared_error: 27.4113 - output16_mean_squared_error: 20.7427 - output17_mean_squared_error: 21.5670 - output18_mean_squared_error: 14.1356 - output19_mean_squared_error: 10.3079 - output20_mean_squared_error: 11.8039 - output21_mean_squared_error: 29.4578 - output22_mean_squared_error: 22.2550 - output23_mean_squared_error: 15.3917 - output24_mean_squared_error: 21.3493 - output25_mean_squared_error: 27.7827 - output26_mean_squared_error: 14.5459 - output27_mean_squared_error: 28.4564 - output28_mean_squared_error: 20.2818 - output29_mean_squared_error: 26.3222 Epoch 1664/2000 121/121 [==============================] - 0s 1ms/step - loss: 608.1526 - output00_loss: 12.3897 - output01_loss: 13.2539 - output02_loss: 21.3101 - output03_loss: 32.1292 - output04_loss: 25.5640 - output05_loss: 18.4122 - output06_loss: 19.4338 - output07_loss: 21.6640 - output08_loss: 14.0684 - output09_loss: 19.1180 - output10_loss: 19.0782 - output11_loss: 20.7577 - output12_loss: 16.5805 - output13_loss: 25.0139 - output14_loss: 17.5808 - output15_loss: 27.4095 - output16_loss: 20.7427 - output17_loss: 21.5660 - output18_loss: 14.1355 - output19_loss: 10.3064 - output20_loss: 11.8025 - output21_loss: 29.4572 - output22_loss: 22.2549 - output23_loss: 15.3917 - output24_loss: 21.3490 - output25_loss: 27.7826 - output26_loss: 14.5459 - output27_loss: 28.4559 - output28_loss: 20.2797 - output29_loss: 26.3185 - output00_mean_squared_error: 12.3897 - output01_mean_squared_error: 13.2539 - output02_mean_squared_error: 21.3101 - output03_mean_squared_error: 32.1292 - output04_mean_squared_error: 25.5640 - output05_mean_squared_error: 18.4122 - output06_mean_squared_error: 19.4338 - output07_mean_squared_error: 21.6640 - output08_mean_squared_error: 14.0684 - output09_mean_squared_error: 19.1180 - output10_mean_squared_error: 19.0782 - output11_mean_squared_error: 20.7577 - output12_mean_squared_error: 16.5805 - output13_mean_squared_error: 25.0139 - output14_mean_squared_error: 17.5808 - output15_mean_squared_error: 27.4095 - output16_mean_squared_error: 20.7427 - output17_mean_squared_error: 21.5660 - output18_mean_squared_error: 14.1355 - output19_mean_squared_error: 10.3064 - output20_mean_squared_error: 11.8025 - output21_mean_squared_error: 29.4572 - output22_mean_squared_error: 22.2549 - output23_mean_squared_error: 15.3917 - output24_mean_squared_error: 21.3490 - output25_mean_squared_error: 27.7826 - output26_mean_squared_error: 14.5459 - output27_mean_squared_error: 28.4559 - output28_mean_squared_error: 20.2797 - output29_mean_squared_error: 26.3185 Epoch 1665/2000 121/121 [==============================] - 0s 1ms/step - loss: 608.1263 - output00_loss: 12.3897 - output01_loss: 13.2527 - output02_loss: 21.3089 - output03_loss: 32.1288 - output04_loss: 25.5616 - output05_loss: 18.4121 - output06_loss: 19.4314 - output07_loss: 21.6622 - output08_loss: 14.0680 - output09_loss: 19.1178 - output10_loss: 19.0781 - output11_loss: 20.7577 - output12_loss: 16.5802 - output13_loss: 25.0127 - output14_loss: 17.5795 - output15_loss: 27.4078 - output16_loss: 20.7427 - output17_loss: 21.5650 - output18_loss: 14.1355 - output19_loss: 10.3050 - output20_loss: 11.8010 - output21_loss: 29.4567 - output22_loss: 22.2547 - output23_loss: 15.3917 - output24_loss: 21.3486 - output25_loss: 27.7825 - output26_loss: 14.5458 - output27_loss: 28.4555 - output28_loss: 20.2775 - output29_loss: 26.3149 - output00_mean_squared_error: 12.3897 - output01_mean_squared_error: 13.2527 - output02_mean_squared_error: 21.3089 - output03_mean_squared_error: 32.1288 - output04_mean_squared_error: 25.5616 - output05_mean_squared_error: 18.4121 - output06_mean_squared_error: 19.4314 - output07_mean_squared_error: 21.6622 - output08_mean_squared_error: 14.0680 - output09_mean_squared_error: 19.1178 - output10_mean_squared_error: 19.0781 - output11_mean_squared_error: 20.7577 - output12_mean_squared_error: 16.5802 - output13_mean_squared_error: 25.0127 - output14_mean_squared_error: 17.5795 - output15_mean_squared_error: 27.4078 - output16_mean_squared_error: 20.7427 - output17_mean_squared_error: 21.5650 - output18_mean_squared_error: 14.1355 - output19_mean_squared_error: 10.3050 - output20_mean_squared_error: 11.8010 - output21_mean_squared_error: 29.4567 - output22_mean_squared_error: 22.2547 - output23_mean_squared_error: 15.3917 - output24_mean_squared_error: 21.3486 - output25_mean_squared_error: 27.7825 - output26_mean_squared_error: 14.5458 - output27_mean_squared_error: 28.4555 - output28_mean_squared_error: 20.2775 - output29_mean_squared_error: 26.3149 Epoch 1666/2000 121/121 [==============================] - 0s 469us/step - loss: 608.1002 - output00_loss: 12.3897 - output01_loss: 13.2514 - output02_loss: 21.3076 - output03_loss: 32.1284 - output04_loss: 25.5592 - output05_loss: 18.4120 - output06_loss: 19.4290 - output07_loss: 21.6603 - output08_loss: 14.0677 - output09_loss: 19.1177 - output10_loss: 19.0781 - output11_loss: 20.7577 - output12_loss: 16.5799 - output13_loss: 25.0114 - output14_loss: 17.5782 - output15_loss: 27.4060 - output16_loss: 20.7427 - output17_loss: 21.5641 - output18_loss: 14.1355 - output19_loss: 10.3035 - output20_loss: 11.7996 - output21_loss: 29.4561 - output22_loss: 22.2546 - output23_loss: 15.3917 - output24_loss: 21.3482 - output25_loss: 27.7823 - output26_loss: 14.5458 - output27_loss: 28.4550 - output28_loss: 20.2754 - output29_loss: 26.3112 - output00_mean_squared_error: 12.3897 - output01_mean_squared_error: 13.2514 - output02_mean_squared_error: 21.3076 - output03_mean_squared_error: 32.1284 - output04_mean_squared_error: 25.5592 - output05_mean_squared_error: 18.4120 - output06_mean_squared_error: 19.4290 - output07_mean_squared_error: 21.6603 - output08_mean_squared_error: 14.0677 - output09_mean_squared_error: 19.1177 - output10_mean_squared_error: 19.0781 - output11_mean_squared_error: 20.7577 - output12_mean_squared_error: 16.5799 - output13_mean_squared_error: 25.0114 - output14_mean_squared_error: 17.5782 - output15_mean_squared_error: 27.4060 - output16_mean_squared_error: 20.7427 - output17_mean_squared_error: 21.5641 - output18_mean_squared_error: 14.1355 - output19_mean_squared_error: 10.3035 - output20_mean_squared_error: 11.7996 - output21_mean_squared_error: 29.4561 - output22_mean_squared_error: 22.2546 - output23_mean_squared_error: 15.3917 - output24_mean_squared_error: 21.3482 - output25_mean_squared_error: 27.7823 - output26_mean_squared_error: 14.5458 - output27_mean_squared_error: 28.4550 - output28_mean_squared_error: 20.2754 - output29_mean_squared_error: 26.3112 Epoch 1667/2000 121/121 [==============================] - 0s 717us/step - loss: 608.0739 - output00_loss: 12.3896 - output01_loss: 13.2502 - output02_loss: 21.3064 - output03_loss: 32.1280 - output04_loss: 25.5567 - output05_loss: 18.4119 - output06_loss: 19.4266 - output07_loss: 21.6585 - output08_loss: 14.0674 - output09_loss: 19.1175 - output10_loss: 19.0780 - output11_loss: 20.7577 - output12_loss: 16.5797 - output13_loss: 25.0102 - output14_loss: 17.5769 - output15_loss: 27.4043 - output16_loss: 20.7427 - output17_loss: 21.5631 - output18_loss: 14.1355 - output19_loss: 10.3020 - output20_loss: 11.7981 - output21_loss: 29.4556 - output22_loss: 22.2544 - output23_loss: 15.3916 - output24_loss: 21.3479 - output25_loss: 27.7822 - output26_loss: 14.5458 - output27_loss: 28.4545 - output28_loss: 20.2732 - output29_loss: 26.3076 - output00_mean_squared_error: 12.3896 - output01_mean_squared_error: 13.2502 - output02_mean_squared_error: 21.3064 - output03_mean_squared_error: 32.1280 - output04_mean_squared_error: 25.5567 - output05_mean_squared_error: 18.4119 - output06_mean_squared_error: 19.4266 - output07_mean_squared_error: 21.6585 - output08_mean_squared_error: 14.0674 - output09_mean_squared_error: 19.1175 - output10_mean_squared_error: 19.0780 - output11_mean_squared_error: 20.7577 - output12_mean_squared_error: 16.5797 - output13_mean_squared_error: 25.0102 - output14_mean_squared_error: 17.5769 - output15_mean_squared_error: 27.4043 - output16_mean_squared_error: 20.7427 - output17_mean_squared_error: 21.5631 - output18_mean_squared_error: 14.1355 - output19_mean_squared_error: 10.3020 - output20_mean_squared_error: 11.7981 - output21_mean_squared_error: 29.4556 - output22_mean_squared_error: 22.2544 - output23_mean_squared_error: 15.3916 - output24_mean_squared_error: 21.3479 - output25_mean_squared_error: 27.7822 - output26_mean_squared_error: 14.5458 - output27_mean_squared_error: 28.4545 - output28_mean_squared_error: 20.2732 - output29_mean_squared_error: 26.3076 Epoch 1668/2000 121/121 [==============================] - 0s 1ms/step - loss: 608.0477 - output00_loss: 12.3896 - output01_loss: 13.2490 - output02_loss: 21.3052 - output03_loss: 32.1275 - output04_loss: 25.5543 - output05_loss: 18.4118 - output06_loss: 19.4242 - output07_loss: 21.6566 - output08_loss: 14.0670 - output09_loss: 19.1173 - output10_loss: 19.0779 - output11_loss: 20.7577 - output12_loss: 16.5794 - output13_loss: 25.0089 - output14_loss: 17.5756 - output15_loss: 27.4025 - output16_loss: 20.7427 - output17_loss: 21.5622 - output18_loss: 14.1354 - output19_loss: 10.3005 - output20_loss: 11.7967 - output21_loss: 29.4550 - output22_loss: 22.2543 - output23_loss: 15.3916 - output24_loss: 21.3475 - output25_loss: 27.7821 - output26_loss: 14.5458 - output27_loss: 28.4540 - output28_loss: 20.2711 - output29_loss: 26.3039 - output00_mean_squared_error: 12.3896 - output01_mean_squared_error: 13.2490 - output02_mean_squared_error: 21.3052 - output03_mean_squared_error: 32.1275 - output04_mean_squared_error: 25.5543 - output05_mean_squared_error: 18.4118 - output06_mean_squared_error: 19.4242 - output07_mean_squared_error: 21.6566 - output08_mean_squared_error: 14.0670 - output09_mean_squared_error: 19.1173 - output10_mean_squared_error: 19.0779 - output11_mean_squared_error: 20.7577 - output12_mean_squared_error: 16.5794 - output13_mean_squared_error: 25.0089 - output14_mean_squared_error: 17.5756 - output15_mean_squared_error: 27.4025 - output16_mean_squared_error: 20.7427 - output17_mean_squared_error: 21.5622 - output18_mean_squared_error: 14.1354 - output19_mean_squared_error: 10.3005 - output20_mean_squared_error: 11.7967 - output21_mean_squared_error: 29.4550 - output22_mean_squared_error: 22.2543 - output23_mean_squared_error: 15.3916 - output24_mean_squared_error: 21.3475 - output25_mean_squared_error: 27.7821 - output26_mean_squared_error: 14.5458 - output27_mean_squared_error: 28.4540 - output28_mean_squared_error: 20.2711 - output29_mean_squared_error: 26.3039 Epoch 1669/2000 121/121 [==============================] - 0s 706us/step - loss: 608.0215 - output00_loss: 12.3896 - output01_loss: 13.2478 - output02_loss: 21.3039 - output03_loss: 32.1271 - output04_loss: 25.5518 - output05_loss: 18.4117 - output06_loss: 19.4218 - output07_loss: 21.6548 - output08_loss: 14.0667 - output09_loss: 19.1171 - output10_loss: 19.0779 - output11_loss: 20.7577 - output12_loss: 16.5791 - output13_loss: 25.0077 - output14_loss: 17.5743 - output15_loss: 27.4008 - output16_loss: 20.7427 - output17_loss: 21.5612 - output18_loss: 14.1354 - output19_loss: 10.2991 - output20_loss: 11.7953 - output21_loss: 29.4545 - output22_loss: 22.2541 - output23_loss: 15.3916 - output24_loss: 21.3472 - output25_loss: 27.7820 - output26_loss: 14.5458 - output27_loss: 28.4536 - output28_loss: 20.2690 - output29_loss: 26.3003 - output00_mean_squared_error: 12.3896 - output01_mean_squared_error: 13.2478 - output02_mean_squared_error: 21.3039 - output03_mean_squared_error: 32.1271 - output04_mean_squared_error: 25.5518 - output05_mean_squared_error: 18.4117 - output06_mean_squared_error: 19.4218 - output07_mean_squared_error: 21.6548 - output08_mean_squared_error: 14.0667 - output09_mean_squared_error: 19.1171 - output10_mean_squared_error: 19.0779 - output11_mean_squared_error: 20.7577 - output12_mean_squared_error: 16.5791 - output13_mean_squared_error: 25.0077 - output14_mean_squared_error: 17.5743 - output15_mean_squared_error: 27.4008 - output16_mean_squared_error: 20.7427 - output17_mean_squared_error: 21.5612 - output18_mean_squared_error: 14.1354 - output19_mean_squared_error: 10.2991 - output20_mean_squared_error: 11.7953 - output21_mean_squared_error: 29.4545 - output22_mean_squared_error: 22.2541 - output23_mean_squared_error: 15.3916 - output24_mean_squared_error: 21.3472 - output25_mean_squared_error: 27.7820 - output26_mean_squared_error: 14.5458 - output27_mean_squared_error: 28.4536 - output28_mean_squared_error: 20.2690 - output29_mean_squared_error: 26.3003 Epoch 1670/2000 121/121 [==============================] - 0s 891us/step - loss: 607.9954 - output00_loss: 12.3896 - output01_loss: 13.2466 - output02_loss: 21.3027 - output03_loss: 32.1267 - output04_loss: 25.5494 - output05_loss: 18.4116 - output06_loss: 19.4194 - output07_loss: 21.6529 - output08_loss: 14.0664 - output09_loss: 19.1169 - output10_loss: 19.0778 - output11_loss: 20.7577 - output12_loss: 16.5789 - output13_loss: 25.0064 - output14_loss: 17.5730 - output15_loss: 27.3990 - output16_loss: 20.7426 - output17_loss: 21.5603 - output18_loss: 14.1354 - output19_loss: 10.2976 - output20_loss: 11.7939 - output21_loss: 29.4540 - output22_loss: 22.2540 - output23_loss: 15.3916 - output24_loss: 21.3468 - output25_loss: 27.7819 - output26_loss: 14.5457 - output27_loss: 28.4531 - output28_loss: 20.2668 - output29_loss: 26.2967 - output00_mean_squared_error: 12.3896 - output01_mean_squared_error: 13.2466 - output02_mean_squared_error: 21.3027 - output03_mean_squared_error: 32.1267 - output04_mean_squared_error: 25.5494 - output05_mean_squared_error: 18.4116 - output06_mean_squared_error: 19.4194 - output07_mean_squared_error: 21.6529 - output08_mean_squared_error: 14.0664 - output09_mean_squared_error: 19.1169 - output10_mean_squared_error: 19.0778 - output11_mean_squared_error: 20.7577 - output12_mean_squared_error: 16.5789 - output13_mean_squared_error: 25.0064 - output14_mean_squared_error: 17.5730 - output15_mean_squared_error: 27.3990 - output16_mean_squared_error: 20.7426 - output17_mean_squared_error: 21.5603 - output18_mean_squared_error: 14.1354 - output19_mean_squared_error: 10.2976 - output20_mean_squared_error: 11.7939 - output21_mean_squared_error: 29.4540 - output22_mean_squared_error: 22.2540 - output23_mean_squared_error: 15.3916 - output24_mean_squared_error: 21.3468 - output25_mean_squared_error: 27.7819 - output26_mean_squared_error: 14.5457 - output27_mean_squared_error: 28.4531 - output28_mean_squared_error: 20.2668 - output29_mean_squared_error: 26.2967 Epoch 1671/2000 121/121 [==============================] - 0s 879us/step - loss: 607.9695 - output00_loss: 12.3896 - output01_loss: 13.2454 - output02_loss: 21.3014 - output03_loss: 32.1263 - output04_loss: 25.5470 - output05_loss: 18.4115 - output06_loss: 19.4171 - output07_loss: 21.6511 - output08_loss: 14.0661 - output09_loss: 19.1167 - output10_loss: 19.0778 - output11_loss: 20.7577 - output12_loss: 16.5786 - output13_loss: 25.0052 - output14_loss: 17.5718 - output15_loss: 27.3973 - output16_loss: 20.7426 - output17_loss: 21.5593 - output18_loss: 14.1354 - output19_loss: 10.2961 - output20_loss: 11.7924 - output21_loss: 29.4534 - output22_loss: 22.2538 - output23_loss: 15.3915 - output24_loss: 21.3465 - output25_loss: 27.7818 - output26_loss: 14.5457 - output27_loss: 28.4526 - output28_loss: 20.2647 - output29_loss: 26.2930 - output00_mean_squared_error: 12.3896 - output01_mean_squared_error: 13.2454 - output02_mean_squared_error: 21.3014 - output03_mean_squared_error: 32.1263 - output04_mean_squared_error: 25.5470 - output05_mean_squared_error: 18.4115 - output06_mean_squared_error: 19.4171 - output07_mean_squared_error: 21.6511 - output08_mean_squared_error: 14.0661 - output09_mean_squared_error: 19.1167 - output10_mean_squared_error: 19.0778 - output11_mean_squared_error: 20.7577 - output12_mean_squared_error: 16.5786 - output13_mean_squared_error: 25.0052 - output14_mean_squared_error: 17.5718 - output15_mean_squared_error: 27.3973 - output16_mean_squared_error: 20.7426 - output17_mean_squared_error: 21.5593 - output18_mean_squared_error: 14.1354 - output19_mean_squared_error: 10.2961 - output20_mean_squared_error: 11.7924 - output21_mean_squared_error: 29.4534 - output22_mean_squared_error: 22.2538 - output23_mean_squared_error: 15.3915 - output24_mean_squared_error: 21.3465 - output25_mean_squared_error: 27.7818 - output26_mean_squared_error: 14.5457 - output27_mean_squared_error: 28.4526 - output28_mean_squared_error: 20.2647 - output29_mean_squared_error: 26.2930 Epoch 1672/2000 121/121 [==============================] - 0s 962us/step - loss: 607.9435 - output00_loss: 12.3896 - output01_loss: 13.2442 - output02_loss: 21.3002 - output03_loss: 32.1259 - output04_loss: 25.5445 - output05_loss: 18.4114 - output06_loss: 19.4147 - output07_loss: 21.6493 - output08_loss: 14.0657 - output09_loss: 19.1166 - output10_loss: 19.0777 - output11_loss: 20.7577 - output12_loss: 16.5783 - output13_loss: 25.0039 - output14_loss: 17.5705 - output15_loss: 27.3955 - output16_loss: 20.7426 - output17_loss: 21.5584 - output18_loss: 14.1353 - output19_loss: 10.2947 - output20_loss: 11.7910 - output21_loss: 29.4529 - output22_loss: 22.2537 - output23_loss: 15.3915 - output24_loss: 21.3461 - output25_loss: 27.7817 - output26_loss: 14.5457 - output27_loss: 28.4521 - output28_loss: 20.2626 - output29_loss: 26.2894 - output00_mean_squared_error: 12.3896 - output01_mean_squared_error: 13.2442 - output02_mean_squared_error: 21.3002 - output03_mean_squared_error: 32.1259 - output04_mean_squared_error: 25.5445 - output05_mean_squared_error: 18.4114 - output06_mean_squared_error: 19.4147 - output07_mean_squared_error: 21.6493 - output08_mean_squared_error: 14.0657 - output09_mean_squared_error: 19.1166 - output10_mean_squared_error: 19.0777 - output11_mean_squared_error: 20.7577 - output12_mean_squared_error: 16.5783 - output13_mean_squared_error: 25.0039 - output14_mean_squared_error: 17.5705 - output15_mean_squared_error: 27.3955 - output16_mean_squared_error: 20.7426 - output17_mean_squared_error: 21.5584 - output18_mean_squared_error: 14.1353 - output19_mean_squared_error: 10.2947 - output20_mean_squared_error: 11.7910 - output21_mean_squared_error: 29.4529 - output22_mean_squared_error: 22.2537 - output23_mean_squared_error: 15.3915 - output24_mean_squared_error: 21.3461 - output25_mean_squared_error: 27.7817 - output26_mean_squared_error: 14.5457 - output27_mean_squared_error: 28.4521 - output28_mean_squared_error: 20.2626 - output29_mean_squared_error: 26.2894 Epoch 1673/2000 121/121 [==============================] - 0s 1ms/step - loss: 607.9176 - output00_loss: 12.3896 - output01_loss: 13.2430 - output02_loss: 21.2990 - output03_loss: 32.1255 - output04_loss: 25.5421 - output05_loss: 18.4113 - output06_loss: 19.4123 - output07_loss: 21.6474 - output08_loss: 14.0654 - output09_loss: 19.1164 - output10_loss: 19.0776 - output11_loss: 20.7577 - output12_loss: 16.5781 - output13_loss: 25.0027 - output14_loss: 17.5692 - output15_loss: 27.3938 - output16_loss: 20.7426 - output17_loss: 21.5574 - output18_loss: 14.1353 - output19_loss: 10.2932 - output20_loss: 11.7896 - output21_loss: 29.4524 - output22_loss: 22.2535 - output23_loss: 15.3915 - output24_loss: 21.3458 - output25_loss: 27.7816 - output26_loss: 14.5457 - output27_loss: 28.4517 - output28_loss: 20.2605 - output29_loss: 26.2858 - output00_mean_squared_error: 12.3896 - output01_mean_squared_error: 13.2430 - output02_mean_squared_error: 21.2990 - output03_mean_squared_error: 32.1255 - output04_mean_squared_error: 25.5421 - output05_mean_squared_error: 18.4113 - output06_mean_squared_error: 19.4123 - output07_mean_squared_error: 21.6474 - output08_mean_squared_error: 14.0654 - output09_mean_squared_error: 19.1164 - output10_mean_squared_error: 19.0776 - output11_mean_squared_error: 20.7577 - output12_mean_squared_error: 16.5781 - output13_mean_squared_error: 25.0027 - output14_mean_squared_error: 17.5692 - output15_mean_squared_error: 27.3938 - output16_mean_squared_error: 20.7426 - output17_mean_squared_error: 21.5574 - output18_mean_squared_error: 14.1353 - output19_mean_squared_error: 10.2932 - output20_mean_squared_error: 11.7896 - output21_mean_squared_error: 29.4524 - output22_mean_squared_error: 22.2535 - output23_mean_squared_error: 15.3915 - output24_mean_squared_error: 21.3458 - output25_mean_squared_error: 27.7816 - output26_mean_squared_error: 14.5457 - output27_mean_squared_error: 28.4517 - output28_mean_squared_error: 20.2605 - output29_mean_squared_error: 26.2858 Epoch 1674/2000 121/121 [==============================] - 0s 1ms/step - loss: 607.8918 - output00_loss: 12.3896 - output01_loss: 13.2418 - output02_loss: 21.2978 - output03_loss: 32.1250 - output04_loss: 25.5397 - output05_loss: 18.4112 - output06_loss: 19.4100 - output07_loss: 21.6456 - output08_loss: 14.0651 - output09_loss: 19.1162 - output10_loss: 19.0776 - output11_loss: 20.7577 - output12_loss: 16.5778 - output13_loss: 25.0014 - output14_loss: 17.5679 - output15_loss: 27.3921 - output16_loss: 20.7426 - output17_loss: 21.5565 - output18_loss: 14.1353 - output19_loss: 10.2917 - output20_loss: 11.7882 - output21_loss: 29.4518 - output22_loss: 22.2534 - output23_loss: 15.3914 - output24_loss: 21.3454 - output25_loss: 27.7815 - output26_loss: 14.5457 - output27_loss: 28.4512 - output28_loss: 20.2584 - output29_loss: 26.2822 - output00_mean_squared_error: 12.3896 - output01_mean_squared_error: 13.2418 - output02_mean_squared_error: 21.2978 - output03_mean_squared_error: 32.1250 - output04_mean_squared_error: 25.5397 - output05_mean_squared_error: 18.4112 - output06_mean_squared_error: 19.4100 - output07_mean_squared_error: 21.6456 - output08_mean_squared_error: 14.0651 - output09_mean_squared_error: 19.1162 - output10_mean_squared_error: 19.0776 - output11_mean_squared_error: 20.7577 - output12_mean_squared_error: 16.5778 - output13_mean_squared_error: 25.0014 - output14_mean_squared_error: 17.5679 - output15_mean_squared_error: 27.3921 - output16_mean_squared_error: 20.7426 - output17_mean_squared_error: 21.5565 - output18_mean_squared_error: 14.1353 - output19_mean_squared_error: 10.2917 - output20_mean_squared_error: 11.7882 - output21_mean_squared_error: 29.4518 - output22_mean_squared_error: 22.2534 - output23_mean_squared_error: 15.3914 - output24_mean_squared_error: 21.3454 - output25_mean_squared_error: 27.7815 - output26_mean_squared_error: 14.5457 - output27_mean_squared_error: 28.4512 - output28_mean_squared_error: 20.2584 - output29_mean_squared_error: 26.2822 Epoch 1675/2000 121/121 [==============================] - 0s 571us/step - loss: 607.8659 - output00_loss: 12.3896 - output01_loss: 13.2406 - output02_loss: 21.2965 - output03_loss: 32.1246 - output04_loss: 25.5373 - output05_loss: 18.4111 - output06_loss: 19.4076 - output07_loss: 21.6438 - output08_loss: 14.0648 - output09_loss: 19.1160 - output10_loss: 19.0775 - output11_loss: 20.7577 - output12_loss: 16.5776 - output13_loss: 25.0002 - output14_loss: 17.5666 - output15_loss: 27.3904 - output16_loss: 20.7426 - output17_loss: 21.5555 - output18_loss: 14.1353 - output19_loss: 10.2903 - output20_loss: 11.7867 - output21_loss: 29.4513 - output22_loss: 22.2532 - output23_loss: 15.3914 - output24_loss: 21.3451 - output25_loss: 27.7814 - output26_loss: 14.5456 - output27_loss: 28.4507 - output28_loss: 20.2563 - output29_loss: 26.2786 - output00_mean_squared_error: 12.3896 - output01_mean_squared_error: 13.2406 - output02_mean_squared_error: 21.2965 - output03_mean_squared_error: 32.1246 - output04_mean_squared_error: 25.5373 - output05_mean_squared_error: 18.4111 - output06_mean_squared_error: 19.4076 - output07_mean_squared_error: 21.6438 - output08_mean_squared_error: 14.0648 - output09_mean_squared_error: 19.1160 - output10_mean_squared_error: 19.0775 - output11_mean_squared_error: 20.7577 - output12_mean_squared_error: 16.5776 - output13_mean_squared_error: 25.0002 - output14_mean_squared_error: 17.5666 - output15_mean_squared_error: 27.3904 - output16_mean_squared_error: 20.7426 - output17_mean_squared_error: 21.5555 - output18_mean_squared_error: 14.1353 - output19_mean_squared_error: 10.2903 - output20_mean_squared_error: 11.7867 - output21_mean_squared_error: 29.4513 - output22_mean_squared_error: 22.2532 - output23_mean_squared_error: 15.3914 - output24_mean_squared_error: 21.3451 - output25_mean_squared_error: 27.7814 - output26_mean_squared_error: 14.5456 - output27_mean_squared_error: 28.4507 - output28_mean_squared_error: 20.2563 - output29_mean_squared_error: 26.2786 Epoch 1676/2000 121/121 [==============================] - 0s 447us/step - loss: 607.8400 - output00_loss: 12.3896 - output01_loss: 13.2394 - output02_loss: 21.2953 - output03_loss: 32.1242 - output04_loss: 25.5349 - output05_loss: 18.4110 - output06_loss: 19.4052 - output07_loss: 21.6419 - output08_loss: 14.0644 - output09_loss: 19.1159 - output10_loss: 19.0774 - output11_loss: 20.7577 - output12_loss: 16.5773 - output13_loss: 24.9990 - output14_loss: 17.5653 - output15_loss: 27.3886 - output16_loss: 20.7426 - output17_loss: 21.5546 - output18_loss: 14.1352 - output19_loss: 10.2888 - output20_loss: 11.7853 - output21_loss: 29.4508 - output22_loss: 22.2531 - output23_loss: 15.3914 - output24_loss: 21.3447 - output25_loss: 27.7813 - output26_loss: 14.5456 - output27_loss: 28.4503 - output28_loss: 20.2542 - output29_loss: 26.2750 - output00_mean_squared_error: 12.3896 - output01_mean_squared_error: 13.2394 - output02_mean_squared_error: 21.2953 - output03_mean_squared_error: 32.1242 - output04_mean_squared_error: 25.5349 - output05_mean_squared_error: 18.4110 - output06_mean_squared_error: 19.4052 - output07_mean_squared_error: 21.6419 - output08_mean_squared_error: 14.0644 - output09_mean_squared_error: 19.1159 - output10_mean_squared_error: 19.0774 - output11_mean_squared_error: 20.7577 - output12_mean_squared_error: 16.5773 - output13_mean_squared_error: 24.9990 - output14_mean_squared_error: 17.5653 - output15_mean_squared_error: 27.3886 - output16_mean_squared_error: 20.7426 - output17_mean_squared_error: 21.5546 - output18_mean_squared_error: 14.1352 - output19_mean_squared_error: 10.2888 - output20_mean_squared_error: 11.7853 - output21_mean_squared_error: 29.4508 - output22_mean_squared_error: 22.2531 - output23_mean_squared_error: 15.3914 - output24_mean_squared_error: 21.3447 - output25_mean_squared_error: 27.7813 - output26_mean_squared_error: 14.5456 - output27_mean_squared_error: 28.4503 - output28_mean_squared_error: 20.2542 - output29_mean_squared_error: 26.2750 Epoch 1677/2000 121/121 [==============================] - 0s 437us/step - loss: 607.8144 - output00_loss: 12.3896 - output01_loss: 13.2382 - output02_loss: 21.2941 - output03_loss: 32.1238 - output04_loss: 25.5325 - output05_loss: 18.4109 - output06_loss: 19.4029 - output07_loss: 21.6401 - output08_loss: 14.0641 - output09_loss: 19.1157 - output10_loss: 19.0774 - output11_loss: 20.7576 - output12_loss: 16.5770 - output13_loss: 24.9977 - output14_loss: 17.5641 - output15_loss: 27.3869 - output16_loss: 20.7426 - output17_loss: 21.5537 - output18_loss: 14.1352 - output19_loss: 10.2874 - output20_loss: 11.7839 - output21_loss: 29.4502 - output22_loss: 22.2530 - output23_loss: 15.3914 - output24_loss: 21.3444 - output25_loss: 27.7812 - output26_loss: 14.5456 - output27_loss: 28.4498 - output28_loss: 20.2521 - output29_loss: 26.2714 - output00_mean_squared_error: 12.3896 - output01_mean_squared_error: 13.2382 - output02_mean_squared_error: 21.2941 - output03_mean_squared_error: 32.1238 - output04_mean_squared_error: 25.5325 - output05_mean_squared_error: 18.4109 - output06_mean_squared_error: 19.4029 - output07_mean_squared_error: 21.6401 - output08_mean_squared_error: 14.0641 - output09_mean_squared_error: 19.1157 - output10_mean_squared_error: 19.0774 - output11_mean_squared_error: 20.7576 - output12_mean_squared_error: 16.5770 - output13_mean_squared_error: 24.9977 - output14_mean_squared_error: 17.5641 - output15_mean_squared_error: 27.3869 - output16_mean_squared_error: 20.7426 - output17_mean_squared_error: 21.5537 - output18_mean_squared_error: 14.1352 - output19_mean_squared_error: 10.2874 - output20_mean_squared_error: 11.7839 - output21_mean_squared_error: 29.4502 - output22_mean_squared_error: 22.2530 - output23_mean_squared_error: 15.3914 - output24_mean_squared_error: 21.3444 - output25_mean_squared_error: 27.7812 - output26_mean_squared_error: 14.5456 - output27_mean_squared_error: 28.4498 - output28_mean_squared_error: 20.2521 - output29_mean_squared_error: 26.2714 Epoch 1678/2000 121/121 [==============================] - 0s 1ms/step - loss: 607.7886 - output00_loss: 12.3895 - output01_loss: 13.2370 - output02_loss: 21.2929 - output03_loss: 32.1234 - output04_loss: 25.5301 - output05_loss: 18.4108 - output06_loss: 19.4005 - output07_loss: 21.6383 - output08_loss: 14.0638 - output09_loss: 19.1155 - output10_loss: 19.0773 - output11_loss: 20.7576 - output12_loss: 16.5768 - output13_loss: 24.9965 - output14_loss: 17.5628 - output15_loss: 27.3852 - output16_loss: 20.7425 - output17_loss: 21.5527 - output18_loss: 14.1352 - output19_loss: 10.2859 - output20_loss: 11.7825 - output21_loss: 29.4497 - output22_loss: 22.2528 - output23_loss: 15.3913 - output24_loss: 21.3440 - output25_loss: 27.7811 - output26_loss: 14.5456 - output27_loss: 28.4494 - output28_loss: 20.2499 - output29_loss: 26.2678 - output00_mean_squared_error: 12.3895 - output01_mean_squared_error: 13.2370 - output02_mean_squared_error: 21.2929 - output03_mean_squared_error: 32.1234 - output04_mean_squared_error: 25.5301 - output05_mean_squared_error: 18.4108 - output06_mean_squared_error: 19.4005 - output07_mean_squared_error: 21.6383 - output08_mean_squared_error: 14.0638 - output09_mean_squared_error: 19.1155 - output10_mean_squared_error: 19.0773 - output11_mean_squared_error: 20.7576 - output12_mean_squared_error: 16.5768 - output13_mean_squared_error: 24.9965 - output14_mean_squared_error: 17.5628 - output15_mean_squared_error: 27.3852 - output16_mean_squared_error: 20.7425 - output17_mean_squared_error: 21.5527 - output18_mean_squared_error: 14.1352 - output19_mean_squared_error: 10.2859 - output20_mean_squared_error: 11.7825 - output21_mean_squared_error: 29.4497 - output22_mean_squared_error: 22.2528 - output23_mean_squared_error: 15.3913 - output24_mean_squared_error: 21.3440 - output25_mean_squared_error: 27.7811 - output26_mean_squared_error: 14.5456 - output27_mean_squared_error: 28.4494 - output28_mean_squared_error: 20.2499 - output29_mean_squared_error: 26.2678 Epoch 1679/2000 121/121 [==============================] - 0s 1ms/step - loss: 607.7630 - output00_loss: 12.3895 - output01_loss: 13.2359 - output02_loss: 21.2916 - output03_loss: 32.1230 - output04_loss: 25.5277 - output05_loss: 18.4106 - output06_loss: 19.3982 - output07_loss: 21.6365 - output08_loss: 14.0635 - output09_loss: 19.1153 - output10_loss: 19.0773 - output11_loss: 20.7576 - output12_loss: 16.5765 - output13_loss: 24.9953 - output14_loss: 17.5615 - output15_loss: 27.3835 - output16_loss: 20.7425 - output17_loss: 21.5518 - output18_loss: 14.1352 - output19_loss: 10.2845 - output20_loss: 11.7811 - output21_loss: 29.4492 - output22_loss: 22.2527 - output23_loss: 15.3913 - output24_loss: 21.3437 - output25_loss: 27.7810 - output26_loss: 14.5456 - output27_loss: 28.4489 - output28_loss: 20.2478 - output29_loss: 26.2642 - output00_mean_squared_error: 12.3895 - output01_mean_squared_error: 13.2359 - output02_mean_squared_error: 21.2916 - output03_mean_squared_error: 32.1230 - output04_mean_squared_error: 25.5277 - output05_mean_squared_error: 18.4106 - output06_mean_squared_error: 19.3982 - output07_mean_squared_error: 21.6365 - output08_mean_squared_error: 14.0635 - output09_mean_squared_error: 19.1153 - output10_mean_squared_error: 19.0773 - output11_mean_squared_error: 20.7576 - output12_mean_squared_error: 16.5765 - output13_mean_squared_error: 24.9953 - output14_mean_squared_error: 17.5615 - output15_mean_squared_error: 27.3835 - output16_mean_squared_error: 20.7425 - output17_mean_squared_error: 21.5518 - output18_mean_squared_error: 14.1352 - output19_mean_squared_error: 10.2845 - output20_mean_squared_error: 11.7811 - output21_mean_squared_error: 29.4492 - output22_mean_squared_error: 22.2527 - output23_mean_squared_error: 15.3913 - output24_mean_squared_error: 21.3437 - output25_mean_squared_error: 27.7810 - output26_mean_squared_error: 14.5456 - output27_mean_squared_error: 28.4489 - output28_mean_squared_error: 20.2478 - output29_mean_squared_error: 26.2642 Epoch 1680/2000 121/121 [==============================] - 0s 931us/step - loss: 607.7374 - output00_loss: 12.3895 - output01_loss: 13.2347 - output02_loss: 21.2904 - output03_loss: 32.1226 - output04_loss: 25.5253 - output05_loss: 18.4105 - output06_loss: 19.3959 - output07_loss: 21.6347 - output08_loss: 14.0632 - output09_loss: 19.1152 - output10_loss: 19.0772 - output11_loss: 20.7576 - output12_loss: 16.5763 - output13_loss: 24.9941 - output14_loss: 17.5603 - output15_loss: 27.3818 - output16_loss: 20.7425 - output17_loss: 21.5509 - output18_loss: 14.1351 - output19_loss: 10.2830 - output20_loss: 11.7797 - output21_loss: 29.4487 - output22_loss: 22.2525 - output23_loss: 15.3913 - output24_loss: 21.3434 - output25_loss: 27.7809 - output26_loss: 14.5455 - output27_loss: 28.4484 - output28_loss: 20.2458 - output29_loss: 26.2607 - output00_mean_squared_error: 12.3895 - output01_mean_squared_error: 13.2347 - output02_mean_squared_error: 21.2904 - output03_mean_squared_error: 32.1226 - output04_mean_squared_error: 25.5253 - output05_mean_squared_error: 18.4105 - output06_mean_squared_error: 19.3959 - output07_mean_squared_error: 21.6347 - output08_mean_squared_error: 14.0632 - output09_mean_squared_error: 19.1152 - output10_mean_squared_error: 19.0772 - output11_mean_squared_error: 20.7576 - output12_mean_squared_error: 16.5763 - output13_mean_squared_error: 24.9941 - output14_mean_squared_error: 17.5603 - output15_mean_squared_error: 27.3818 - output16_mean_squared_error: 20.7425 - output17_mean_squared_error: 21.5509 - output18_mean_squared_error: 14.1351 - output19_mean_squared_error: 10.2830 - output20_mean_squared_error: 11.7797 - output21_mean_squared_error: 29.4487 - output22_mean_squared_error: 22.2525 - output23_mean_squared_error: 15.3913 - output24_mean_squared_error: 21.3434 - output25_mean_squared_error: 27.7809 - output26_mean_squared_error: 14.5455 - output27_mean_squared_error: 28.4484 - output28_mean_squared_error: 20.2458 - output29_mean_squared_error: 26.2607 Epoch 1681/2000 121/121 [==============================] - 0s 489us/step - loss: 607.7119 - output00_loss: 12.3895 - output01_loss: 13.2335 - output02_loss: 21.2892 - output03_loss: 32.1222 - output04_loss: 25.5229 - output05_loss: 18.4104 - output06_loss: 19.3935 - output07_loss: 21.6329 - output08_loss: 14.0628 - output09_loss: 19.1150 - output10_loss: 19.0771 - output11_loss: 20.7576 - output12_loss: 16.5760 - output13_loss: 24.9929 - output14_loss: 17.5590 - output15_loss: 27.3800 - output16_loss: 20.7425 - output17_loss: 21.5499 - output18_loss: 14.1351 - output19_loss: 10.2815 - output20_loss: 11.7783 - output21_loss: 29.4481 - output22_loss: 22.2524 - output23_loss: 15.3913 - output24_loss: 21.3430 - output25_loss: 27.7808 - output26_loss: 14.5455 - output27_loss: 28.4480 - output28_loss: 20.2437 - output29_loss: 26.2571 - output00_mean_squared_error: 12.3895 - output01_mean_squared_error: 13.2335 - output02_mean_squared_error: 21.2892 - output03_mean_squared_error: 32.1222 - output04_mean_squared_error: 25.5229 - output05_mean_squared_error: 18.4104 - output06_mean_squared_error: 19.3935 - output07_mean_squared_error: 21.6329 - output08_mean_squared_error: 14.0628 - output09_mean_squared_error: 19.1150 - output10_mean_squared_error: 19.0771 - output11_mean_squared_error: 20.7576 - output12_mean_squared_error: 16.5760 - output13_mean_squared_error: 24.9929 - output14_mean_squared_error: 17.5590 - output15_mean_squared_error: 27.3800 - output16_mean_squared_error: 20.7425 - output17_mean_squared_error: 21.5499 - output18_mean_squared_error: 14.1351 - output19_mean_squared_error: 10.2815 - output20_mean_squared_error: 11.7783 - output21_mean_squared_error: 29.4481 - output22_mean_squared_error: 22.2524 - output23_mean_squared_error: 15.3913 - output24_mean_squared_error: 21.3430 - output25_mean_squared_error: 27.7808 - output26_mean_squared_error: 14.5455 - output27_mean_squared_error: 28.4480 - output28_mean_squared_error: 20.2437 - output29_mean_squared_error: 26.2571 Epoch 1682/2000 121/121 [==============================] - 0s 1ms/step - loss: 607.6864 - output00_loss: 12.3895 - output01_loss: 13.2323 - output02_loss: 21.2880 - output03_loss: 32.1218 - output04_loss: 25.5205 - output05_loss: 18.4103 - output06_loss: 19.3912 - output07_loss: 21.6311 - output08_loss: 14.0625 - output09_loss: 19.1148 - output10_loss: 19.0771 - output11_loss: 20.7576 - output12_loss: 16.5758 - output13_loss: 24.9916 - output14_loss: 17.5578 - output15_loss: 27.3783 - output16_loss: 20.7425 - output17_loss: 21.5490 - output18_loss: 14.1351 - output19_loss: 10.2801 - output20_loss: 11.7769 - output21_loss: 29.4476 - output22_loss: 22.2522 - output23_loss: 15.3912 - output24_loss: 21.3427 - output25_loss: 27.7807 - output26_loss: 14.5455 - output27_loss: 28.4475 - output28_loss: 20.2416 - output29_loss: 26.2535 - output00_mean_squared_error: 12.3895 - output01_mean_squared_error: 13.2323 - output02_mean_squared_error: 21.2880 - output03_mean_squared_error: 32.1218 - output04_mean_squared_error: 25.5205 - output05_mean_squared_error: 18.4103 - output06_mean_squared_error: 19.3912 - output07_mean_squared_error: 21.6311 - output08_mean_squared_error: 14.0625 - output09_mean_squared_error: 19.1148 - output10_mean_squared_error: 19.0771 - output11_mean_squared_error: 20.7576 - output12_mean_squared_error: 16.5758 - output13_mean_squared_error: 24.9916 - output14_mean_squared_error: 17.5578 - output15_mean_squared_error: 27.3783 - output16_mean_squared_error: 20.7425 - output17_mean_squared_error: 21.5490 - output18_mean_squared_error: 14.1351 - output19_mean_squared_error: 10.2801 - output20_mean_squared_error: 11.7769 - output21_mean_squared_error: 29.4476 - output22_mean_squared_error: 22.2522 - output23_mean_squared_error: 15.3912 - output24_mean_squared_error: 21.3427 - output25_mean_squared_error: 27.7807 - output26_mean_squared_error: 14.5455 - output27_mean_squared_error: 28.4475 - output28_mean_squared_error: 20.2416 - output29_mean_squared_error: 26.2535 Epoch 1683/2000 121/121 [==============================] - 0s 899us/step - loss: 607.6609 - output00_loss: 12.3895 - output01_loss: 13.2311 - output02_loss: 21.2868 - output03_loss: 32.1214 - output04_loss: 25.5181 - output05_loss: 18.4102 - output06_loss: 19.3889 - output07_loss: 21.6293 - output08_loss: 14.0622 - output09_loss: 19.1146 - output10_loss: 19.0770 - output11_loss: 20.7576 - output12_loss: 16.5755 - output13_loss: 24.9904 - output14_loss: 17.5565 - output15_loss: 27.3766 - output16_loss: 20.7425 - output17_loss: 21.5481 - output18_loss: 14.1351 - output19_loss: 10.2787 - output20_loss: 11.7755 - output21_loss: 29.4471 - output22_loss: 22.2521 - output23_loss: 15.3912 - output24_loss: 21.3423 - output25_loss: 27.7806 - output26_loss: 14.5455 - output27_loss: 28.4471 - output28_loss: 20.2395 - output29_loss: 26.2499 - output00_mean_squared_error: 12.3895 - output01_mean_squared_error: 13.2311 - output02_mean_squared_error: 21.2868 - output03_mean_squared_error: 32.1214 - output04_mean_squared_error: 25.5181 - output05_mean_squared_error: 18.4102 - output06_mean_squared_error: 19.3889 - output07_mean_squared_error: 21.6293 - output08_mean_squared_error: 14.0622 - output09_mean_squared_error: 19.1146 - output10_mean_squared_error: 19.0770 - output11_mean_squared_error: 20.7576 - output12_mean_squared_error: 16.5755 - output13_mean_squared_error: 24.9904 - output14_mean_squared_error: 17.5565 - output15_mean_squared_error: 27.3766 - output16_mean_squared_error: 20.7425 - output17_mean_squared_error: 21.5481 - output18_mean_squared_error: 14.1351 - output19_mean_squared_error: 10.2787 - output20_mean_squared_error: 11.7755 - output21_mean_squared_error: 29.4471 - output22_mean_squared_error: 22.2521 - output23_mean_squared_error: 15.3912 - output24_mean_squared_error: 21.3423 - output25_mean_squared_error: 27.7806 - output26_mean_squared_error: 14.5455 - output27_mean_squared_error: 28.4471 - output28_mean_squared_error: 20.2395 - output29_mean_squared_error: 26.2499 Epoch 1684/2000 121/121 [==============================] - 0s 1ms/step - loss: 607.6355 - output00_loss: 12.3895 - output01_loss: 13.2299 - output02_loss: 21.2856 - output03_loss: 32.1210 - output04_loss: 25.5157 - output05_loss: 18.4101 - output06_loss: 19.3865 - output07_loss: 21.6275 - output08_loss: 14.0619 - output09_loss: 19.1145 - output10_loss: 19.0769 - output11_loss: 20.7576 - output12_loss: 16.5752 - output13_loss: 24.9892 - output14_loss: 17.5552 - output15_loss: 27.3749 - output16_loss: 20.7425 - output17_loss: 21.5471 - output18_loss: 14.1350 - output19_loss: 10.2772 - output20_loss: 11.7741 - output21_loss: 29.4466 - output22_loss: 22.2520 - output23_loss: 15.3912 - output24_loss: 21.3420 - output25_loss: 27.7805 - output26_loss: 14.5455 - output27_loss: 28.4466 - output28_loss: 20.2374 - output29_loss: 26.2464 - output00_mean_squared_error: 12.3895 - output01_mean_squared_error: 13.2299 - output02_mean_squared_error: 21.2856 - output03_mean_squared_error: 32.1210 - output04_mean_squared_error: 25.5157 - output05_mean_squared_error: 18.4101 - output06_mean_squared_error: 19.3865 - output07_mean_squared_error: 21.6275 - output08_mean_squared_error: 14.0619 - output09_mean_squared_error: 19.1145 - output10_mean_squared_error: 19.0769 - output11_mean_squared_error: 20.7576 - output12_mean_squared_error: 16.5752 - output13_mean_squared_error: 24.9892 - output14_mean_squared_error: 17.5552 - output15_mean_squared_error: 27.3749 - output16_mean_squared_error: 20.7425 - output17_mean_squared_error: 21.5471 - output18_mean_squared_error: 14.1350 - output19_mean_squared_error: 10.2772 - output20_mean_squared_error: 11.7741 - output21_mean_squared_error: 29.4466 - output22_mean_squared_error: 22.2520 - output23_mean_squared_error: 15.3912 - output24_mean_squared_error: 21.3420 - output25_mean_squared_error: 27.7805 - output26_mean_squared_error: 14.5455 - output27_mean_squared_error: 28.4466 - output28_mean_squared_error: 20.2374 - output29_mean_squared_error: 26.2464 Epoch 1685/2000 121/121 [==============================] - 0s 919us/step - loss: 607.6102 - output00_loss: 12.3895 - output01_loss: 13.2288 - output02_loss: 21.2844 - output03_loss: 32.1206 - output04_loss: 25.5134 - output05_loss: 18.4100 - output06_loss: 19.3842 - output07_loss: 21.6257 - output08_loss: 14.0616 - output09_loss: 19.1143 - output10_loss: 19.0769 - output11_loss: 20.7576 - output12_loss: 16.5750 - output13_loss: 24.9880 - output14_loss: 17.5540 - output15_loss: 27.3732 - output16_loss: 20.7425 - output17_loss: 21.5462 - output18_loss: 14.1350 - output19_loss: 10.2758 - output20_loss: 11.7727 - output21_loss: 29.4461 - output22_loss: 22.2518 - output23_loss: 15.3912 - output24_loss: 21.3417 - output25_loss: 27.7804 - output26_loss: 14.5454 - output27_loss: 28.4462 - output28_loss: 20.2353 - output29_loss: 26.2428 - output00_mean_squared_error: 12.3895 - output01_mean_squared_error: 13.2288 - output02_mean_squared_error: 21.2844 - output03_mean_squared_error: 32.1206 - output04_mean_squared_error: 25.5134 - output05_mean_squared_error: 18.4100 - output06_mean_squared_error: 19.3842 - output07_mean_squared_error: 21.6257 - output08_mean_squared_error: 14.0616 - output09_mean_squared_error: 19.1143 - output10_mean_squared_error: 19.0769 - output11_mean_squared_error: 20.7576 - output12_mean_squared_error: 16.5750 - output13_mean_squared_error: 24.9880 - output14_mean_squared_error: 17.5540 - output15_mean_squared_error: 27.3732 - output16_mean_squared_error: 20.7425 - output17_mean_squared_error: 21.5462 - output18_mean_squared_error: 14.1350 - output19_mean_squared_error: 10.2758 - output20_mean_squared_error: 11.7727 - output21_mean_squared_error: 29.4461 - output22_mean_squared_error: 22.2518 - output23_mean_squared_error: 15.3912 - output24_mean_squared_error: 21.3417 - output25_mean_squared_error: 27.7804 - output26_mean_squared_error: 14.5454 - output27_mean_squared_error: 28.4462 - output28_mean_squared_error: 20.2353 - output29_mean_squared_error: 26.2428 Epoch 1686/2000 121/121 [==============================] - 0s 1ms/step - loss: 607.5848 - output00_loss: 12.3895 - output01_loss: 13.2276 - output02_loss: 21.2832 - output03_loss: 32.1202 - output04_loss: 25.5110 - output05_loss: 18.4099 - output06_loss: 19.3819 - output07_loss: 21.6239 - output08_loss: 14.0613 - output09_loss: 19.1141 - output10_loss: 19.0768 - output11_loss: 20.7576 - output12_loss: 16.5747 - output13_loss: 24.9868 - output14_loss: 17.5527 - output15_loss: 27.3715 - output16_loss: 20.7424 - output17_loss: 21.5453 - output18_loss: 14.1350 - output19_loss: 10.2743 - output20_loss: 11.7713 - output21_loss: 29.4455 - output22_loss: 22.2517 - output23_loss: 15.3911 - output24_loss: 21.3413 - output25_loss: 27.7803 - output26_loss: 14.5454 - output27_loss: 28.4457 - output28_loss: 20.2333 - output29_loss: 26.2393 - output00_mean_squared_error: 12.3895 - output01_mean_squared_error: 13.2276 - output02_mean_squared_error: 21.2832 - output03_mean_squared_error: 32.1202 - output04_mean_squared_error: 25.5110 - output05_mean_squared_error: 18.4099 - output06_mean_squared_error: 19.3819 - output07_mean_squared_error: 21.6239 - output08_mean_squared_error: 14.0613 - output09_mean_squared_error: 19.1141 - output10_mean_squared_error: 19.0768 - output11_mean_squared_error: 20.7576 - output12_mean_squared_error: 16.5747 - output13_mean_squared_error: 24.9868 - output14_mean_squared_error: 17.5527 - output15_mean_squared_error: 27.3715 - output16_mean_squared_error: 20.7424 - output17_mean_squared_error: 21.5453 - output18_mean_squared_error: 14.1350 - output19_mean_squared_error: 10.2743 - output20_mean_squared_error: 11.7713 - output21_mean_squared_error: 29.4455 - output22_mean_squared_error: 22.2517 - output23_mean_squared_error: 15.3911 - output24_mean_squared_error: 21.3413 - output25_mean_squared_error: 27.7803 - output26_mean_squared_error: 14.5454 - output27_mean_squared_error: 28.4457 - output28_mean_squared_error: 20.2333 - output29_mean_squared_error: 26.2393 Epoch 1687/2000 121/121 [==============================] - 0s 780us/step - loss: 607.5596 - output00_loss: 12.3895 - output01_loss: 13.2264 - output02_loss: 21.2820 - output03_loss: 32.1198 - output04_loss: 25.5086 - output05_loss: 18.4098 - output06_loss: 19.3796 - output07_loss: 21.6221 - output08_loss: 14.0610 - output09_loss: 19.1140 - output10_loss: 19.0768 - output11_loss: 20.7576 - output12_loss: 16.5745 - output13_loss: 24.9856 - output14_loss: 17.5515 - output15_loss: 27.3698 - output16_loss: 20.7424 - output17_loss: 21.5444 - output18_loss: 14.1350 - output19_loss: 10.2729 - output20_loss: 11.7700 - output21_loss: 29.4450 - output22_loss: 22.2516 - output23_loss: 15.3911 - output24_loss: 21.3410 - output25_loss: 27.7802 - output26_loss: 14.5454 - output27_loss: 28.4453 - output28_loss: 20.2312 - output29_loss: 26.2357 - output00_mean_squared_error: 12.3895 - output01_mean_squared_error: 13.2264 - output02_mean_squared_error: 21.2820 - output03_mean_squared_error: 32.1198 - output04_mean_squared_error: 25.5086 - output05_mean_squared_error: 18.4098 - output06_mean_squared_error: 19.3796 - output07_mean_squared_error: 21.6221 - output08_mean_squared_error: 14.0610 - output09_mean_squared_error: 19.1140 - output10_mean_squared_error: 19.0768 - output11_mean_squared_error: 20.7576 - output12_mean_squared_error: 16.5745 - output13_mean_squared_error: 24.9856 - output14_mean_squared_error: 17.5515 - output15_mean_squared_error: 27.3698 - output16_mean_squared_error: 20.7424 - output17_mean_squared_error: 21.5444 - output18_mean_squared_error: 14.1350 - output19_mean_squared_error: 10.2729 - output20_mean_squared_error: 11.7700 - output21_mean_squared_error: 29.4450 - output22_mean_squared_error: 22.2516 - output23_mean_squared_error: 15.3911 - output24_mean_squared_error: 21.3410 - output25_mean_squared_error: 27.7802 - output26_mean_squared_error: 14.5454 - output27_mean_squared_error: 28.4453 - output28_mean_squared_error: 20.2312 - output29_mean_squared_error: 26.2357 Epoch 1688/2000 121/121 [==============================] - 0s 716us/step - loss: 607.5344 - output00_loss: 12.3895 - output01_loss: 13.2252 - output02_loss: 21.2808 - output03_loss: 32.1194 - output04_loss: 25.5063 - output05_loss: 18.4097 - output06_loss: 19.3773 - output07_loss: 21.6203 - output08_loss: 14.0607 - output09_loss: 19.1138 - output10_loss: 19.0767 - output11_loss: 20.7576 - output12_loss: 16.5742 - output13_loss: 24.9844 - output14_loss: 17.5502 - output15_loss: 27.3681 - output16_loss: 20.7424 - output17_loss: 21.5435 - output18_loss: 14.1350 - output19_loss: 10.2714 - output20_loss: 11.7686 - output21_loss: 29.4445 - output22_loss: 22.2514 - output23_loss: 15.3911 - output24_loss: 21.3407 - output25_loss: 27.7801 - output26_loss: 14.5454 - output27_loss: 28.4448 - output28_loss: 20.2291 - output29_loss: 26.2322 - output00_mean_squared_error: 12.3895 - output01_mean_squared_error: 13.2252 - output02_mean_squared_error: 21.2808 - output03_mean_squared_error: 32.1194 - output04_mean_squared_error: 25.5063 - output05_mean_squared_error: 18.4097 - output06_mean_squared_error: 19.3773 - output07_mean_squared_error: 21.6203 - output08_mean_squared_error: 14.0607 - output09_mean_squared_error: 19.1138 - output10_mean_squared_error: 19.0767 - output11_mean_squared_error: 20.7576 - output12_mean_squared_error: 16.5742 - output13_mean_squared_error: 24.9844 - output14_mean_squared_error: 17.5502 - output15_mean_squared_error: 27.3681 - output16_mean_squared_error: 20.7424 - output17_mean_squared_error: 21.5435 - output18_mean_squared_error: 14.1350 - output19_mean_squared_error: 10.2714 - output20_mean_squared_error: 11.7686 - output21_mean_squared_error: 29.4445 - output22_mean_squared_error: 22.2514 - output23_mean_squared_error: 15.3911 - output24_mean_squared_error: 21.3407 - output25_mean_squared_error: 27.7801 - output26_mean_squared_error: 14.5454 - output27_mean_squared_error: 28.4448 - output28_mean_squared_error: 20.2291 - output29_mean_squared_error: 26.2322 Epoch 1689/2000 121/121 [==============================] - 0s 670us/step - loss: 607.5092 - output00_loss: 12.3895 - output01_loss: 13.2241 - output02_loss: 21.2796 - output03_loss: 32.1191 - output04_loss: 25.5039 - output05_loss: 18.4096 - output06_loss: 19.3750 - output07_loss: 21.6186 - output08_loss: 14.0603 - output09_loss: 19.1136 - output10_loss: 19.0766 - output11_loss: 20.7576 - output12_loss: 16.5740 - output13_loss: 24.9832 - output14_loss: 17.5490 - output15_loss: 27.3664 - output16_loss: 20.7424 - output17_loss: 21.5425 - output18_loss: 14.1349 - output19_loss: 10.2700 - output20_loss: 11.7672 - output21_loss: 29.4440 - output22_loss: 22.2513 - output23_loss: 15.3911 - output24_loss: 21.3403 - output25_loss: 27.7800 - output26_loss: 14.5454 - output27_loss: 28.4444 - output28_loss: 20.2270 - output29_loss: 26.2286 - output00_mean_squared_error: 12.3895 - output01_mean_squared_error: 13.2241 - output02_mean_squared_error: 21.2796 - output03_mean_squared_error: 32.1191 - output04_mean_squared_error: 25.5039 - output05_mean_squared_error: 18.4096 - output06_mean_squared_error: 19.3750 - output07_mean_squared_error: 21.6186 - output08_mean_squared_error: 14.0603 - output09_mean_squared_error: 19.1136 - output10_mean_squared_error: 19.0766 - output11_mean_squared_error: 20.7576 - output12_mean_squared_error: 16.5740 - output13_mean_squared_error: 24.9832 - output14_mean_squared_error: 17.5490 - output15_mean_squared_error: 27.3664 - output16_mean_squared_error: 20.7424 - output17_mean_squared_error: 21.5425 - output18_mean_squared_error: 14.1349 - output19_mean_squared_error: 10.2700 - output20_mean_squared_error: 11.7672 - output21_mean_squared_error: 29.4440 - output22_mean_squared_error: 22.2513 - output23_mean_squared_error: 15.3911 - output24_mean_squared_error: 21.3403 - output25_mean_squared_error: 27.7800 - output26_mean_squared_error: 14.5454 - output27_mean_squared_error: 28.4444 - output28_mean_squared_error: 20.2270 - output29_mean_squared_error: 26.2286 Epoch 1690/2000 121/121 [==============================] - 0s 488us/step - loss: 607.4840 - output00_loss: 12.3895 - output01_loss: 13.2229 - output02_loss: 21.2784 - output03_loss: 32.1187 - output04_loss: 25.5015 - output05_loss: 18.4095 - output06_loss: 19.3727 - output07_loss: 21.6168 - output08_loss: 14.0600 - output09_loss: 19.1135 - output10_loss: 19.0766 - output11_loss: 20.7575 - output12_loss: 16.5737 - output13_loss: 24.9820 - output14_loss: 17.5478 - output15_loss: 27.3648 - output16_loss: 20.7424 - output17_loss: 21.5416 - output18_loss: 14.1349 - output19_loss: 10.2686 - output20_loss: 11.7658 - output21_loss: 29.4435 - output22_loss: 22.2511 - output23_loss: 15.3910 - output24_loss: 21.3400 - output25_loss: 27.7799 - output26_loss: 14.5454 - output27_loss: 28.4439 - output28_loss: 20.2250 - output29_loss: 26.2251 - output00_mean_squared_error: 12.3895 - output01_mean_squared_error: 13.2229 - output02_mean_squared_error: 21.2784 - output03_mean_squared_error: 32.1187 - output04_mean_squared_error: 25.5015 - output05_mean_squared_error: 18.4095 - output06_mean_squared_error: 19.3727 - output07_mean_squared_error: 21.6168 - output08_mean_squared_error: 14.0600 - output09_mean_squared_error: 19.1135 - output10_mean_squared_error: 19.0766 - output11_mean_squared_error: 20.7575 - output12_mean_squared_error: 16.5737 - output13_mean_squared_error: 24.9820 - output14_mean_squared_error: 17.5478 - output15_mean_squared_error: 27.3648 - output16_mean_squared_error: 20.7424 - output17_mean_squared_error: 21.5416 - output18_mean_squared_error: 14.1349 - output19_mean_squared_error: 10.2686 - output20_mean_squared_error: 11.7658 - output21_mean_squared_error: 29.4435 - output22_mean_squared_error: 22.2511 - output23_mean_squared_error: 15.3910 - output24_mean_squared_error: 21.3400 - output25_mean_squared_error: 27.7799 - output26_mean_squared_error: 14.5454 - output27_mean_squared_error: 28.4439 - output28_mean_squared_error: 20.2250 - output29_mean_squared_error: 26.2251 Epoch 1691/2000 121/121 [==============================] - 0s 485us/step - loss: 607.4589 - output00_loss: 12.3894 - output01_loss: 13.2217 - output02_loss: 21.2772 - output03_loss: 32.1183 - output04_loss: 25.4992 - output05_loss: 18.4094 - output06_loss: 19.3703 - output07_loss: 21.6150 - output08_loss: 14.0597 - output09_loss: 19.1133 - output10_loss: 19.0765 - output11_loss: 20.7575 - output12_loss: 16.5735 - output13_loss: 24.9808 - output14_loss: 17.5465 - output15_loss: 27.3631 - output16_loss: 20.7424 - output17_loss: 21.5407 - output18_loss: 14.1349 - output19_loss: 10.2671 - output20_loss: 11.7644 - output21_loss: 29.4430 - output22_loss: 22.2510 - output23_loss: 15.3910 - output24_loss: 21.3397 - output25_loss: 27.7798 - output26_loss: 14.5453 - output27_loss: 28.4435 - output28_loss: 20.2229 - output29_loss: 26.2216 - output00_mean_squared_error: 12.3894 - output01_mean_squared_error: 13.2217 - output02_mean_squared_error: 21.2772 - output03_mean_squared_error: 32.1183 - output04_mean_squared_error: 25.4992 - output05_mean_squared_error: 18.4094 - output06_mean_squared_error: 19.3703 - output07_mean_squared_error: 21.6150 - output08_mean_squared_error: 14.0597 - output09_mean_squared_error: 19.1133 - output10_mean_squared_error: 19.0765 - output11_mean_squared_error: 20.7575 - output12_mean_squared_error: 16.5735 - output13_mean_squared_error: 24.9808 - output14_mean_squared_error: 17.5465 - output15_mean_squared_error: 27.3631 - output16_mean_squared_error: 20.7424 - output17_mean_squared_error: 21.5407 - output18_mean_squared_error: 14.1349 - output19_mean_squared_error: 10.2671 - output20_mean_squared_error: 11.7644 - output21_mean_squared_error: 29.4430 - output22_mean_squared_error: 22.2510 - output23_mean_squared_error: 15.3910 - output24_mean_squared_error: 21.3397 - output25_mean_squared_error: 27.7798 - output26_mean_squared_error: 14.5453 - output27_mean_squared_error: 28.4435 - output28_mean_squared_error: 20.2229 - output29_mean_squared_error: 26.2216 Epoch 1692/2000 121/121 [==============================] - 0s 908us/step - loss: 607.4340 - output00_loss: 12.3894 - output01_loss: 13.2206 - output02_loss: 21.2760 - output03_loss: 32.1179 - output04_loss: 25.4968 - output05_loss: 18.4093 - output06_loss: 19.3681 - output07_loss: 21.6133 - output08_loss: 14.0594 - output09_loss: 19.1131 - output10_loss: 19.0765 - output11_loss: 20.7575 - output12_loss: 16.5732 - output13_loss: 24.9796 - output14_loss: 17.5453 - output15_loss: 27.3614 - output16_loss: 20.7424 - output17_loss: 21.5398 - output18_loss: 14.1349 - output19_loss: 10.2657 - output20_loss: 11.7631 - output21_loss: 29.4425 - output22_loss: 22.2509 - output23_loss: 15.3910 - output24_loss: 21.3393 - output25_loss: 27.7797 - output26_loss: 14.5453 - output27_loss: 28.4431 - output28_loss: 20.2209 - output29_loss: 26.2181 - output00_mean_squared_error: 12.3894 - output01_mean_squared_error: 13.2206 - output02_mean_squared_error: 21.2760 - output03_mean_squared_error: 32.1179 - output04_mean_squared_error: 25.4968 - output05_mean_squared_error: 18.4093 - output06_mean_squared_error: 19.3681 - output07_mean_squared_error: 21.6133 - output08_mean_squared_error: 14.0594 - output09_mean_squared_error: 19.1131 - output10_mean_squared_error: 19.0765 - output11_mean_squared_error: 20.7575 - output12_mean_squared_error: 16.5732 - output13_mean_squared_error: 24.9796 - output14_mean_squared_error: 17.5453 - output15_mean_squared_error: 27.3614 - output16_mean_squared_error: 20.7424 - output17_mean_squared_error: 21.5398 - output18_mean_squared_error: 14.1349 - output19_mean_squared_error: 10.2657 - output20_mean_squared_error: 11.7631 - output21_mean_squared_error: 29.4425 - output22_mean_squared_error: 22.2509 - output23_mean_squared_error: 15.3910 - output24_mean_squared_error: 21.3393 - output25_mean_squared_error: 27.7797 - output26_mean_squared_error: 14.5453 - output27_mean_squared_error: 28.4431 - output28_mean_squared_error: 20.2209 - output29_mean_squared_error: 26.2181 Epoch 1693/2000 121/121 [==============================] - 0s 1ms/step - loss: 607.4089 - output00_loss: 12.3894 - output01_loss: 13.2194 - output02_loss: 21.2748 - output03_loss: 32.1175 - output04_loss: 25.4945 - output05_loss: 18.4092 - output06_loss: 19.3658 - output07_loss: 21.6115 - output08_loss: 14.0591 - output09_loss: 19.1130 - output10_loss: 19.0764 - output11_loss: 20.7575 - output12_loss: 16.5730 - output13_loss: 24.9785 - output14_loss: 17.5441 - output15_loss: 27.3597 - output16_loss: 20.7424 - output17_loss: 21.5389 - output18_loss: 14.1348 - output19_loss: 10.2643 - output20_loss: 11.7617 - output21_loss: 29.4420 - output22_loss: 22.2507 - output23_loss: 15.3910 - output24_loss: 21.3390 - output25_loss: 27.7796 - output26_loss: 14.5453 - output27_loss: 28.4426 - output28_loss: 20.2188 - output29_loss: 26.2145 - output00_mean_squared_error: 12.3894 - output01_mean_squared_error: 13.2194 - output02_mean_squared_error: 21.2748 - output03_mean_squared_error: 32.1175 - output04_mean_squared_error: 25.4945 - output05_mean_squared_error: 18.4092 - output06_mean_squared_error: 19.3658 - output07_mean_squared_error: 21.6115 - output08_mean_squared_error: 14.0591 - output09_mean_squared_error: 19.1130 - output10_mean_squared_error: 19.0764 - output11_mean_squared_error: 20.7575 - output12_mean_squared_error: 16.5730 - output13_mean_squared_error: 24.9785 - output14_mean_squared_error: 17.5441 - output15_mean_squared_error: 27.3597 - output16_mean_squared_error: 20.7424 - output17_mean_squared_error: 21.5389 - output18_mean_squared_error: 14.1348 - output19_mean_squared_error: 10.2643 - output20_mean_squared_error: 11.7617 - output21_mean_squared_error: 29.4420 - output22_mean_squared_error: 22.2507 - output23_mean_squared_error: 15.3910 - output24_mean_squared_error: 21.3390 - output25_mean_squared_error: 27.7796 - output26_mean_squared_error: 14.5453 - output27_mean_squared_error: 28.4426 - output28_mean_squared_error: 20.2188 - output29_mean_squared_error: 26.2145 Epoch 1694/2000 121/121 [==============================] - 0s 684us/step - loss: 607.3840 - output00_loss: 12.3894 - output01_loss: 13.2182 - output02_loss: 21.2736 - output03_loss: 32.1171 - output04_loss: 25.4921 - output05_loss: 18.4091 - output06_loss: 19.3635 - output07_loss: 21.6097 - output08_loss: 14.0588 - output09_loss: 19.1128 - output10_loss: 19.0763 - output11_loss: 20.7575 - output12_loss: 16.5728 - output13_loss: 24.9773 - output14_loss: 17.5428 - output15_loss: 27.3580 - output16_loss: 20.7423 - output17_loss: 21.5380 - output18_loss: 14.1348 - output19_loss: 10.2628 - output20_loss: 11.7603 - output21_loss: 29.4415 - output22_loss: 22.2506 - output23_loss: 15.3909 - output24_loss: 21.3387 - output25_loss: 27.7795 - output26_loss: 14.5453 - output27_loss: 28.4422 - output28_loss: 20.2168 - output29_loss: 26.2110 - output00_mean_squared_error: 12.3894 - output01_mean_squared_error: 13.2182 - output02_mean_squared_error: 21.2736 - output03_mean_squared_error: 32.1171 - output04_mean_squared_error: 25.4921 - output05_mean_squared_error: 18.4091 - output06_mean_squared_error: 19.3635 - output07_mean_squared_error: 21.6097 - output08_mean_squared_error: 14.0588 - output09_mean_squared_error: 19.1128 - output10_mean_squared_error: 19.0763 - output11_mean_squared_error: 20.7575 - output12_mean_squared_error: 16.5728 - output13_mean_squared_error: 24.9773 - output14_mean_squared_error: 17.5428 - output15_mean_squared_error: 27.3580 - output16_mean_squared_error: 20.7423 - output17_mean_squared_error: 21.5380 - output18_mean_squared_error: 14.1348 - output19_mean_squared_error: 10.2628 - output20_mean_squared_error: 11.7603 - output21_mean_squared_error: 29.4415 - output22_mean_squared_error: 22.2506 - output23_mean_squared_error: 15.3909 - output24_mean_squared_error: 21.3387 - output25_mean_squared_error: 27.7795 - output26_mean_squared_error: 14.5453 - output27_mean_squared_error: 28.4422 - output28_mean_squared_error: 20.2168 - output29_mean_squared_error: 26.2110 Epoch 1695/2000 121/121 [==============================] - 0s 982us/step - loss: 607.3592 - output00_loss: 12.3894 - output01_loss: 13.2171 - output02_loss: 21.2725 - output03_loss: 32.1168 - output04_loss: 25.4898 - output05_loss: 18.4090 - output06_loss: 19.3612 - output07_loss: 21.6080 - output08_loss: 14.0585 - output09_loss: 19.1126 - output10_loss: 19.0763 - output11_loss: 20.7575 - output12_loss: 16.5725 - output13_loss: 24.9761 - output14_loss: 17.5416 - output15_loss: 27.3564 - output16_loss: 20.7423 - output17_loss: 21.5371 - output18_loss: 14.1348 - output19_loss: 10.2614 - output20_loss: 11.7590 - output21_loss: 29.4409 - output22_loss: 22.2505 - output23_loss: 15.3909 - output24_loss: 21.3384 - output25_loss: 27.7794 - output26_loss: 14.5453 - output27_loss: 28.4417 - output28_loss: 20.2147 - output29_loss: 26.2075 - output00_mean_squared_error: 12.3894 - output01_mean_squared_error: 13.2171 - output02_mean_squared_error: 21.2725 - output03_mean_squared_error: 32.1168 - output04_mean_squared_error: 25.4898 - output05_mean_squared_error: 18.4090 - output06_mean_squared_error: 19.3612 - output07_mean_squared_error: 21.6080 - output08_mean_squared_error: 14.0585 - output09_mean_squared_error: 19.1126 - output10_mean_squared_error: 19.0763 - output11_mean_squared_error: 20.7575 - output12_mean_squared_error: 16.5725 - output13_mean_squared_error: 24.9761 - output14_mean_squared_error: 17.5416 - output15_mean_squared_error: 27.3564 - output16_mean_squared_error: 20.7423 - output17_mean_squared_error: 21.5371 - output18_mean_squared_error: 14.1348 - output19_mean_squared_error: 10.2614 - output20_mean_squared_error: 11.7590 - output21_mean_squared_error: 29.4409 - output22_mean_squared_error: 22.2505 - output23_mean_squared_error: 15.3909 - output24_mean_squared_error: 21.3384 - output25_mean_squared_error: 27.7794 - output26_mean_squared_error: 14.5453 - output27_mean_squared_error: 28.4417 - output28_mean_squared_error: 20.2147 - output29_mean_squared_error: 26.2075 Epoch 1696/2000 121/121 [==============================] - 0s 1ms/step - loss: 607.3343 - output00_loss: 12.3894 - output01_loss: 13.2159 - output02_loss: 21.2713 - output03_loss: 32.1164 - output04_loss: 25.4875 - output05_loss: 18.4089 - output06_loss: 19.3589 - output07_loss: 21.6062 - output08_loss: 14.0582 - output09_loss: 19.1125 - output10_loss: 19.0762 - output11_loss: 20.7575 - output12_loss: 16.5723 - output13_loss: 24.9749 - output14_loss: 17.5404 - output15_loss: 27.3547 - output16_loss: 20.7423 - output17_loss: 21.5362 - output18_loss: 14.1348 - output19_loss: 10.2600 - output20_loss: 11.7576 - output21_loss: 29.4404 - output22_loss: 22.2503 - output23_loss: 15.3909 - output24_loss: 21.3380 - output25_loss: 27.7793 - output26_loss: 14.5453 - output27_loss: 28.4413 - output28_loss: 20.2127 - output29_loss: 26.2040 - output00_mean_squared_error: 12.3894 - output01_mean_squared_error: 13.2159 - output02_mean_squared_error: 21.2713 - output03_mean_squared_error: 32.1164 - output04_mean_squared_error: 25.4875 - output05_mean_squared_error: 18.4089 - output06_mean_squared_error: 19.3589 - output07_mean_squared_error: 21.6062 - output08_mean_squared_error: 14.0582 - output09_mean_squared_error: 19.1125 - output10_mean_squared_error: 19.0762 - output11_mean_squared_error: 20.7575 - output12_mean_squared_error: 16.5723 - output13_mean_squared_error: 24.9749 - output14_mean_squared_error: 17.5404 - output15_mean_squared_error: 27.3547 - output16_mean_squared_error: 20.7423 - output17_mean_squared_error: 21.5362 - output18_mean_squared_error: 14.1348 - output19_mean_squared_error: 10.2600 - output20_mean_squared_error: 11.7576 - output21_mean_squared_error: 29.4404 - output22_mean_squared_error: 22.2503 - output23_mean_squared_error: 15.3909 - output24_mean_squared_error: 21.3380 - output25_mean_squared_error: 27.7793 - output26_mean_squared_error: 14.5453 - output27_mean_squared_error: 28.4413 - output28_mean_squared_error: 20.2127 - output29_mean_squared_error: 26.2040 Epoch 1697/2000 121/121 [==============================] - 0s 907us/step - loss: 607.3094 - output00_loss: 12.3894 - output01_loss: 13.2148 - output02_loss: 21.2701 - output03_loss: 32.1160 - output04_loss: 25.4851 - output05_loss: 18.4088 - output06_loss: 19.3566 - output07_loss: 21.6045 - output08_loss: 14.0579 - output09_loss: 19.1123 - output10_loss: 19.0762 - output11_loss: 20.7575 - output12_loss: 16.5720 - output13_loss: 24.9737 - output14_loss: 17.5392 - output15_loss: 27.3530 - output16_loss: 20.7423 - output17_loss: 21.5353 - output18_loss: 14.1348 - output19_loss: 10.2586 - output20_loss: 11.7562 - output21_loss: 29.4399 - output22_loss: 22.2502 - output23_loss: 15.3909 - output24_loss: 21.3377 - output25_loss: 27.7792 - output26_loss: 14.5452 - output27_loss: 28.4409 - output28_loss: 20.2106 - output29_loss: 26.2005 - output00_mean_squared_error: 12.3894 - output01_mean_squared_error: 13.2148 - output02_mean_squared_error: 21.2701 - output03_mean_squared_error: 32.1160 - output04_mean_squared_error: 25.4851 - output05_mean_squared_error: 18.4088 - output06_mean_squared_error: 19.3566 - output07_mean_squared_error: 21.6045 - output08_mean_squared_error: 14.0579 - output09_mean_squared_error: 19.1123 - output10_mean_squared_error: 19.0762 - output11_mean_squared_error: 20.7575 - output12_mean_squared_error: 16.5720 - output13_mean_squared_error: 24.9737 - output14_mean_squared_error: 17.5392 - output15_mean_squared_error: 27.3530 - output16_mean_squared_error: 20.7423 - output17_mean_squared_error: 21.5353 - output18_mean_squared_error: 14.1348 - output19_mean_squared_error: 10.2586 - output20_mean_squared_error: 11.7562 - output21_mean_squared_error: 29.4399 - output22_mean_squared_error: 22.2502 - output23_mean_squared_error: 15.3909 - output24_mean_squared_error: 21.3377 - output25_mean_squared_error: 27.7792 - output26_mean_squared_error: 14.5452 - output27_mean_squared_error: 28.4409 - output28_mean_squared_error: 20.2106 - output29_mean_squared_error: 26.2005 Epoch 1698/2000 121/121 [==============================] - 0s 962us/step - loss: 607.2847 - output00_loss: 12.3894 - output01_loss: 13.2136 - output02_loss: 21.2689 - output03_loss: 32.1156 - output04_loss: 25.4828 - output05_loss: 18.4087 - output06_loss: 19.3544 - output07_loss: 21.6027 - output08_loss: 14.0576 - output09_loss: 19.1122 - output10_loss: 19.0761 - output11_loss: 20.7575 - output12_loss: 16.5718 - output13_loss: 24.9726 - output14_loss: 17.5379 - output15_loss: 27.3514 - output16_loss: 20.7423 - output17_loss: 21.5344 - output18_loss: 14.1347 - output19_loss: 10.2572 - output20_loss: 11.7549 - output21_loss: 29.4394 - output22_loss: 22.2501 - output23_loss: 15.3909 - output24_loss: 21.3374 - output25_loss: 27.7791 - output26_loss: 14.5452 - output27_loss: 28.4405 - output28_loss: 20.2086 - output29_loss: 26.1970 - output00_mean_squared_error: 12.3894 - output01_mean_squared_error: 13.2136 - output02_mean_squared_error: 21.2689 - output03_mean_squared_error: 32.1156 - output04_mean_squared_error: 25.4828 - output05_mean_squared_error: 18.4087 - output06_mean_squared_error: 19.3544 - output07_mean_squared_error: 21.6027 - output08_mean_squared_error: 14.0576 - output09_mean_squared_error: 19.1122 - output10_mean_squared_error: 19.0761 - output11_mean_squared_error: 20.7575 - output12_mean_squared_error: 16.5718 - output13_mean_squared_error: 24.9726 - output14_mean_squared_error: 17.5379 - output15_mean_squared_error: 27.3514 - output16_mean_squared_error: 20.7423 - output17_mean_squared_error: 21.5344 - output18_mean_squared_error: 14.1347 - output19_mean_squared_error: 10.2572 - output20_mean_squared_error: 11.7549 - output21_mean_squared_error: 29.4394 - output22_mean_squared_error: 22.2501 - output23_mean_squared_error: 15.3909 - output24_mean_squared_error: 21.3374 - output25_mean_squared_error: 27.7791 - output26_mean_squared_error: 14.5452 - output27_mean_squared_error: 28.4405 - output28_mean_squared_error: 20.2086 - output29_mean_squared_error: 26.1970 Epoch 1699/2000 121/121 [==============================] - 0s 854us/step - loss: 607.2600 - output00_loss: 12.3894 - output01_loss: 13.2124 - output02_loss: 21.2678 - output03_loss: 32.1153 - output04_loss: 25.4805 - output05_loss: 18.4086 - output06_loss: 19.3521 - output07_loss: 21.6010 - output08_loss: 14.0573 - output09_loss: 19.1120 - output10_loss: 19.0761 - output11_loss: 20.7575 - output12_loss: 16.5716 - output13_loss: 24.9714 - output14_loss: 17.5367 - output15_loss: 27.3497 - output16_loss: 20.7423 - output17_loss: 21.5335 - output18_loss: 14.1347 - output19_loss: 10.2557 - output20_loss: 11.7535 - output21_loss: 29.4389 - output22_loss: 22.2499 - output23_loss: 15.3908 - output24_loss: 21.3371 - output25_loss: 27.7790 - output26_loss: 14.5452 - output27_loss: 28.4400 - output28_loss: 20.2066 - output29_loss: 26.1935 - output00_mean_squared_error: 12.3894 - output01_mean_squared_error: 13.2124 - output02_mean_squared_error: 21.2678 - output03_mean_squared_error: 32.1153 - output04_mean_squared_error: 25.4805 - output05_mean_squared_error: 18.4086 - output06_mean_squared_error: 19.3521 - output07_mean_squared_error: 21.6010 - output08_mean_squared_error: 14.0573 - output09_mean_squared_error: 19.1120 - output10_mean_squared_error: 19.0761 - output11_mean_squared_error: 20.7575 - output12_mean_squared_error: 16.5716 - output13_mean_squared_error: 24.9714 - output14_mean_squared_error: 17.5367 - output15_mean_squared_error: 27.3497 - output16_mean_squared_error: 20.7423 - output17_mean_squared_error: 21.5335 - output18_mean_squared_error: 14.1347 - output19_mean_squared_error: 10.2557 - output20_mean_squared_error: 11.7535 - output21_mean_squared_error: 29.4389 - output22_mean_squared_error: 22.2499 - output23_mean_squared_error: 15.3908 - output24_mean_squared_error: 21.3371 - output25_mean_squared_error: 27.7790 - output26_mean_squared_error: 14.5452 - output27_mean_squared_error: 28.4400 - output28_mean_squared_error: 20.2066 - output29_mean_squared_error: 26.1935 Epoch 1700/2000 121/121 [==============================] - 0s 954us/step - loss: 607.2354 - output00_loss: 12.3894 - output01_loss: 13.2113 - output02_loss: 21.2666 - output03_loss: 32.1149 - output04_loss: 25.4781 - output05_loss: 18.4085 - output06_loss: 19.3498 - output07_loss: 21.5993 - output08_loss: 14.0570 - output09_loss: 19.1118 - output10_loss: 19.0760 - output11_loss: 20.7575 - output12_loss: 16.5713 - output13_loss: 24.9702 - output14_loss: 17.5355 - output15_loss: 27.3480 - output16_loss: 20.7423 - output17_loss: 21.5326 - output18_loss: 14.1347 - output19_loss: 10.2543 - output20_loss: 11.7522 - output21_loss: 29.4384 - output22_loss: 22.2498 - output23_loss: 15.3908 - output24_loss: 21.3368 - output25_loss: 27.7789 - output26_loss: 14.5452 - output27_loss: 28.4396 - output28_loss: 20.2045 - output29_loss: 26.1901 - output00_mean_squared_error: 12.3894 - output01_mean_squared_error: 13.2113 - output02_mean_squared_error: 21.2666 - output03_mean_squared_error: 32.1149 - output04_mean_squared_error: 25.4781 - output05_mean_squared_error: 18.4085 - output06_mean_squared_error: 19.3498 - output07_mean_squared_error: 21.5993 - output08_mean_squared_error: 14.0570 - output09_mean_squared_error: 19.1118 - output10_mean_squared_error: 19.0760 - output11_mean_squared_error: 20.7575 - output12_mean_squared_error: 16.5713 - output13_mean_squared_error: 24.9702 - output14_mean_squared_error: 17.5355 - output15_mean_squared_error: 27.3480 - output16_mean_squared_error: 20.7423 - output17_mean_squared_error: 21.5326 - output18_mean_squared_error: 14.1347 - output19_mean_squared_error: 10.2543 - output20_mean_squared_error: 11.7522 - output21_mean_squared_error: 29.4384 - output22_mean_squared_error: 22.2498 - output23_mean_squared_error: 15.3908 - output24_mean_squared_error: 21.3368 - output25_mean_squared_error: 27.7789 - output26_mean_squared_error: 14.5452 - output27_mean_squared_error: 28.4396 - output28_mean_squared_error: 20.2045 - output29_mean_squared_error: 26.1901 Epoch 1701/2000 121/121 [==============================] - 0s 990us/step - loss: 607.2108 - output00_loss: 12.3894 - output01_loss: 13.2101 - output02_loss: 21.2654 - output03_loss: 32.1145 - output04_loss: 25.4758 - output05_loss: 18.4084 - output06_loss: 19.3476 - output07_loss: 21.5975 - output08_loss: 14.0567 - output09_loss: 19.1117 - output10_loss: 19.0759 - output11_loss: 20.7575 - output12_loss: 16.5711 - output13_loss: 24.9691 - output14_loss: 17.5343 - output15_loss: 27.3464 - output16_loss: 20.7423 - output17_loss: 21.5317 - output18_loss: 14.1347 - output19_loss: 10.2529 - output20_loss: 11.7508 - output21_loss: 29.4379 - output22_loss: 22.2497 - output23_loss: 15.3908 - output24_loss: 21.3364 - output25_loss: 27.7788 - output26_loss: 14.5452 - output27_loss: 28.4392 - output28_loss: 20.2025 - output29_loss: 26.1866 - output00_mean_squared_error: 12.3894 - output01_mean_squared_error: 13.2101 - output02_mean_squared_error: 21.2654 - output03_mean_squared_error: 32.1145 - output04_mean_squared_error: 25.4758 - output05_mean_squared_error: 18.4084 - output06_mean_squared_error: 19.3476 - output07_mean_squared_error: 21.5975 - output08_mean_squared_error: 14.0567 - output09_mean_squared_error: 19.1117 - output10_mean_squared_error: 19.0759 - output11_mean_squared_error: 20.7575 - output12_mean_squared_error: 16.5711 - output13_mean_squared_error: 24.9691 - output14_mean_squared_error: 17.5343 - output15_mean_squared_error: 27.3464 - output16_mean_squared_error: 20.7423 - output17_mean_squared_error: 21.5317 - output18_mean_squared_error: 14.1347 - output19_mean_squared_error: 10.2529 - output20_mean_squared_error: 11.7508 - output21_mean_squared_error: 29.4379 - output22_mean_squared_error: 22.2497 - output23_mean_squared_error: 15.3908 - output24_mean_squared_error: 21.3364 - output25_mean_squared_error: 27.7788 - output26_mean_squared_error: 14.5452 - output27_mean_squared_error: 28.4392 - output28_mean_squared_error: 20.2025 - output29_mean_squared_error: 26.1866 Epoch 1702/2000 121/121 [==============================] - 0s 827us/step - loss: 607.1862 - output00_loss: 12.3894 - output01_loss: 13.2090 - output02_loss: 21.2643 - output03_loss: 32.1141 - output04_loss: 25.4735 - output05_loss: 18.4083 - output06_loss: 19.3453 - output07_loss: 21.5958 - output08_loss: 14.0564 - output09_loss: 19.1115 - output10_loss: 19.0759 - output11_loss: 20.7575 - output12_loss: 16.5708 - output13_loss: 24.9679 - output14_loss: 17.5331 - output15_loss: 27.3447 - output16_loss: 20.7423 - output17_loss: 21.5308 - output18_loss: 14.1346 - output19_loss: 10.2515 - output20_loss: 11.7495 - output21_loss: 29.4374 - output22_loss: 22.2495 - output23_loss: 15.3908 - output24_loss: 21.3361 - output25_loss: 27.7787 - output26_loss: 14.5452 - output27_loss: 28.4387 - output28_loss: 20.2005 - output29_loss: 26.1831 - output00_mean_squared_error: 12.3894 - output01_mean_squared_error: 13.2090 - output02_mean_squared_error: 21.2643 - output03_mean_squared_error: 32.1141 - output04_mean_squared_error: 25.4735 - output05_mean_squared_error: 18.4083 - output06_mean_squared_error: 19.3453 - output07_mean_squared_error: 21.5958 - output08_mean_squared_error: 14.0564 - output09_mean_squared_error: 19.1115 - output10_mean_squared_error: 19.0759 - output11_mean_squared_error: 20.7575 - output12_mean_squared_error: 16.5708 - output13_mean_squared_error: 24.9679 - output14_mean_squared_error: 17.5331 - output15_mean_squared_error: 27.3447 - output16_mean_squared_error: 20.7423 - output17_mean_squared_error: 21.5308 - output18_mean_squared_error: 14.1346 - output19_mean_squared_error: 10.2515 - output20_mean_squared_error: 11.7495 - output21_mean_squared_error: 29.4374 - output22_mean_squared_error: 22.2495 - output23_mean_squared_error: 15.3908 - output24_mean_squared_error: 21.3361 - output25_mean_squared_error: 27.7787 - output26_mean_squared_error: 14.5452 - output27_mean_squared_error: 28.4387 - output28_mean_squared_error: 20.2005 - output29_mean_squared_error: 26.1831 Epoch 1703/2000 121/121 [==============================] - 0s 800us/step - loss: 607.1616 - output00_loss: 12.3894 - output01_loss: 13.2078 - output02_loss: 21.2631 - output03_loss: 32.1138 - output04_loss: 25.4712 - output05_loss: 18.4082 - output06_loss: 19.3430 - output07_loss: 21.5941 - output08_loss: 14.0561 - output09_loss: 19.1114 - output10_loss: 19.0758 - output11_loss: 20.7575 - output12_loss: 16.5706 - output13_loss: 24.9667 - output14_loss: 17.5319 - output15_loss: 27.3431 - output16_loss: 20.7422 - output17_loss: 21.5299 - output18_loss: 14.1346 - output19_loss: 10.2501 - output20_loss: 11.7481 - output21_loss: 29.4369 - output22_loss: 22.2494 - output23_loss: 15.3907 - output24_loss: 21.3358 - output25_loss: 27.7786 - output26_loss: 14.5451 - output27_loss: 28.4383 - output28_loss: 20.1985 - output29_loss: 26.1796 - output00_mean_squared_error: 12.3894 - output01_mean_squared_error: 13.2078 - output02_mean_squared_error: 21.2631 - output03_mean_squared_error: 32.1138 - output04_mean_squared_error: 25.4712 - output05_mean_squared_error: 18.4082 - output06_mean_squared_error: 19.3430 - output07_mean_squared_error: 21.5941 - output08_mean_squared_error: 14.0561 - output09_mean_squared_error: 19.1114 - output10_mean_squared_error: 19.0758 - output11_mean_squared_error: 20.7575 - output12_mean_squared_error: 16.5706 - output13_mean_squared_error: 24.9667 - output14_mean_squared_error: 17.5319 - output15_mean_squared_error: 27.3431 - output16_mean_squared_error: 20.7422 - output17_mean_squared_error: 21.5299 - output18_mean_squared_error: 14.1346 - output19_mean_squared_error: 10.2501 - output20_mean_squared_error: 11.7481 - output21_mean_squared_error: 29.4369 - output22_mean_squared_error: 22.2494 - output23_mean_squared_error: 15.3907 - output24_mean_squared_error: 21.3358 - output25_mean_squared_error: 27.7786 - output26_mean_squared_error: 14.5451 - output27_mean_squared_error: 28.4383 - output28_mean_squared_error: 20.1985 - output29_mean_squared_error: 26.1796 Epoch 1704/2000 121/121 [==============================] - 0s 950us/step - loss: 607.1372 - output00_loss: 12.3894 - output01_loss: 13.2067 - output02_loss: 21.2619 - output03_loss: 32.1134 - output04_loss: 25.4689 - output05_loss: 18.4081 - output06_loss: 19.3408 - output07_loss: 21.5923 - output08_loss: 14.0558 - output09_loss: 19.1112 - output10_loss: 19.0758 - output11_loss: 20.7575 - output12_loss: 16.5704 - output13_loss: 24.9656 - output14_loss: 17.5307 - output15_loss: 27.3414 - output16_loss: 20.7422 - output17_loss: 21.5290 - output18_loss: 14.1346 - output19_loss: 10.2487 - output20_loss: 11.7468 - output21_loss: 29.4364 - output22_loss: 22.2493 - output23_loss: 15.3907 - output24_loss: 21.3355 - output25_loss: 27.7785 - output26_loss: 14.5451 - output27_loss: 28.4379 - output28_loss: 20.1964 - output29_loss: 26.1762 - output00_mean_squared_error: 12.3894 - output01_mean_squared_error: 13.2067 - output02_mean_squared_error: 21.2619 - output03_mean_squared_error: 32.1134 - output04_mean_squared_error: 25.4689 - output05_mean_squared_error: 18.4081 - output06_mean_squared_error: 19.3408 - output07_mean_squared_error: 21.5923 - output08_mean_squared_error: 14.0558 - output09_mean_squared_error: 19.1112 - output10_mean_squared_error: 19.0758 - output11_mean_squared_error: 20.7575 - output12_mean_squared_error: 16.5704 - output13_mean_squared_error: 24.9656 - output14_mean_squared_error: 17.5307 - output15_mean_squared_error: 27.3414 - output16_mean_squared_error: 20.7422 - output17_mean_squared_error: 21.5290 - output18_mean_squared_error: 14.1346 - output19_mean_squared_error: 10.2487 - output20_mean_squared_error: 11.7468 - output21_mean_squared_error: 29.4364 - output22_mean_squared_error: 22.2493 - output23_mean_squared_error: 15.3907 - output24_mean_squared_error: 21.3355 - output25_mean_squared_error: 27.7785 - output26_mean_squared_error: 14.5451 - output27_mean_squared_error: 28.4379 - output28_mean_squared_error: 20.1964 - output29_mean_squared_error: 26.1762 Epoch 1705/2000 121/121 [==============================] - 0s 967us/step - loss: 607.1127 - output00_loss: 12.3893 - output01_loss: 13.2056 - output02_loss: 21.2608 - output03_loss: 32.1130 - output04_loss: 25.4666 - output05_loss: 18.4080 - output06_loss: 19.3385 - output07_loss: 21.5906 - output08_loss: 14.0555 - output09_loss: 19.1110 - output10_loss: 19.0757 - output11_loss: 20.7575 - output12_loss: 16.5701 - output13_loss: 24.9644 - output14_loss: 17.5295 - output15_loss: 27.3398 - output16_loss: 20.7422 - output17_loss: 21.5281 - output18_loss: 14.1346 - output19_loss: 10.2473 - output20_loss: 11.7454 - output21_loss: 29.4360 - output22_loss: 22.2492 - output23_loss: 15.3907 - output24_loss: 21.3352 - output25_loss: 27.7784 - output26_loss: 14.5451 - output27_loss: 28.4375 - output28_loss: 20.1944 - output29_loss: 26.1727 - output00_mean_squared_error: 12.3893 - output01_mean_squared_error: 13.2056 - output02_mean_squared_error: 21.2608 - output03_mean_squared_error: 32.1130 - output04_mean_squared_error: 25.4666 - output05_mean_squared_error: 18.4080 - output06_mean_squared_error: 19.3385 - output07_mean_squared_error: 21.5906 - output08_mean_squared_error: 14.0555 - output09_mean_squared_error: 19.1110 - output10_mean_squared_error: 19.0757 - output11_mean_squared_error: 20.7575 - output12_mean_squared_error: 16.5701 - output13_mean_squared_error: 24.9644 - output14_mean_squared_error: 17.5295 - output15_mean_squared_error: 27.3398 - output16_mean_squared_error: 20.7422 - output17_mean_squared_error: 21.5281 - output18_mean_squared_error: 14.1346 - output19_mean_squared_error: 10.2473 - output20_mean_squared_error: 11.7454 - output21_mean_squared_error: 29.4360 - output22_mean_squared_error: 22.2492 - output23_mean_squared_error: 15.3907 - output24_mean_squared_error: 21.3352 - output25_mean_squared_error: 27.7784 - output26_mean_squared_error: 14.5451 - output27_mean_squared_error: 28.4375 - output28_mean_squared_error: 20.1944 - output29_mean_squared_error: 26.1727 Epoch 1706/2000 121/121 [==============================] - 0s 463us/step - loss: 607.0884 - output00_loss: 12.3893 - output01_loss: 13.2044 - output02_loss: 21.2596 - output03_loss: 32.1127 - output04_loss: 25.4643 - output05_loss: 18.4079 - output06_loss: 19.3363 - output07_loss: 21.5889 - output08_loss: 14.0552 - output09_loss: 19.1109 - output10_loss: 19.0757 - output11_loss: 20.7574 - output12_loss: 16.5699 - output13_loss: 24.9633 - output14_loss: 17.5283 - output15_loss: 27.3381 - output16_loss: 20.7422 - output17_loss: 21.5273 - output18_loss: 14.1346 - output19_loss: 10.2458 - output20_loss: 11.7441 - output21_loss: 29.4355 - output22_loss: 22.2490 - output23_loss: 15.3907 - output24_loss: 21.3349 - output25_loss: 27.7783 - output26_loss: 14.5451 - output27_loss: 28.4371 - output28_loss: 20.1924 - output29_loss: 26.1692 - output00_mean_squared_error: 12.3893 - output01_mean_squared_error: 13.2044 - output02_mean_squared_error: 21.2596 - output03_mean_squared_error: 32.1127 - output04_mean_squared_error: 25.4643 - output05_mean_squared_error: 18.4079 - output06_mean_squared_error: 19.3363 - output07_mean_squared_error: 21.5889 - output08_mean_squared_error: 14.0552 - output09_mean_squared_error: 19.1109 - output10_mean_squared_error: 19.0757 - output11_mean_squared_error: 20.7574 - output12_mean_squared_error: 16.5699 - output13_mean_squared_error: 24.9633 - output14_mean_squared_error: 17.5283 - output15_mean_squared_error: 27.3381 - output16_mean_squared_error: 20.7422 - output17_mean_squared_error: 21.5273 - output18_mean_squared_error: 14.1346 - output19_mean_squared_error: 10.2458 - output20_mean_squared_error: 11.7441 - output21_mean_squared_error: 29.4355 - output22_mean_squared_error: 22.2490 - output23_mean_squared_error: 15.3907 - output24_mean_squared_error: 21.3349 - output25_mean_squared_error: 27.7783 - output26_mean_squared_error: 14.5451 - output27_mean_squared_error: 28.4371 - output28_mean_squared_error: 20.1924 - output29_mean_squared_error: 26.1692 Epoch 1707/2000 121/121 [==============================] - 0s 798us/step - loss: 607.0641 - output00_loss: 12.3893 - output01_loss: 13.2033 - output02_loss: 21.2585 - output03_loss: 32.1123 - output04_loss: 25.4620 - output05_loss: 18.4078 - output06_loss: 19.3340 - output07_loss: 21.5872 - output08_loss: 14.0549 - output09_loss: 19.1107 - output10_loss: 19.0756 - output11_loss: 20.7574 - output12_loss: 16.5697 - output13_loss: 24.9621 - output14_loss: 17.5271 - output15_loss: 27.3365 - output16_loss: 20.7422 - output17_loss: 21.5264 - output18_loss: 14.1345 - output19_loss: 10.2444 - output20_loss: 11.7428 - output21_loss: 29.4350 - output22_loss: 22.2489 - output23_loss: 15.3906 - output24_loss: 21.3346 - output25_loss: 27.7782 - output26_loss: 14.5451 - output27_loss: 28.4366 - output28_loss: 20.1904 - output29_loss: 26.1658 - output00_mean_squared_error: 12.3893 - output01_mean_squared_error: 13.2033 - output02_mean_squared_error: 21.2585 - output03_mean_squared_error: 32.1123 - output04_mean_squared_error: 25.4620 - output05_mean_squared_error: 18.4078 - output06_mean_squared_error: 19.3340 - output07_mean_squared_error: 21.5872 - output08_mean_squared_error: 14.0549 - output09_mean_squared_error: 19.1107 - output10_mean_squared_error: 19.0756 - output11_mean_squared_error: 20.7574 - output12_mean_squared_error: 16.5697 - output13_mean_squared_error: 24.9621 - output14_mean_squared_error: 17.5271 - output15_mean_squared_error: 27.3365 - output16_mean_squared_error: 20.7422 - output17_mean_squared_error: 21.5264 - output18_mean_squared_error: 14.1345 - output19_mean_squared_error: 10.2444 - output20_mean_squared_error: 11.7428 - output21_mean_squared_error: 29.4350 - output22_mean_squared_error: 22.2489 - output23_mean_squared_error: 15.3906 - output24_mean_squared_error: 21.3346 - output25_mean_squared_error: 27.7782 - output26_mean_squared_error: 14.5451 - output27_mean_squared_error: 28.4366 - output28_mean_squared_error: 20.1904 - output29_mean_squared_error: 26.1658 Epoch 1708/2000 121/121 [==============================] - 0s 506us/step - loss: 607.0398 - output00_loss: 12.3893 - output01_loss: 13.2021 - output02_loss: 21.2573 - output03_loss: 32.1119 - output04_loss: 25.4597 - output05_loss: 18.4077 - output06_loss: 19.3318 - output07_loss: 21.5855 - output08_loss: 14.0546 - output09_loss: 19.1106 - output10_loss: 19.0756 - output11_loss: 20.7574 - output12_loss: 16.5694 - output13_loss: 24.9610 - output14_loss: 17.5259 - output15_loss: 27.3348 - output16_loss: 20.7422 - output17_loss: 21.5255 - output18_loss: 14.1345 - output19_loss: 10.2430 - output20_loss: 11.7414 - output21_loss: 29.4345 - output22_loss: 22.2488 - output23_loss: 15.3906 - output24_loss: 21.3342 - output25_loss: 27.7781 - output26_loss: 14.5451 - output27_loss: 28.4362 - output28_loss: 20.1884 - output29_loss: 26.1623 - output00_mean_squared_error: 12.3893 - output01_mean_squared_error: 13.2021 - output02_mean_squared_error: 21.2573 - output03_mean_squared_error: 32.1119 - output04_mean_squared_error: 25.4597 - output05_mean_squared_error: 18.4077 - output06_mean_squared_error: 19.3318 - output07_mean_squared_error: 21.5855 - output08_mean_squared_error: 14.0546 - output09_mean_squared_error: 19.1106 - output10_mean_squared_error: 19.0756 - output11_mean_squared_error: 20.7574 - output12_mean_squared_error: 16.5694 - output13_mean_squared_error: 24.9610 - output14_mean_squared_error: 17.5259 - output15_mean_squared_error: 27.3348 - output16_mean_squared_error: 20.7422 - output17_mean_squared_error: 21.5255 - output18_mean_squared_error: 14.1345 - output19_mean_squared_error: 10.2430 - output20_mean_squared_error: 11.7414 - output21_mean_squared_error: 29.4345 - output22_mean_squared_error: 22.2488 - output23_mean_squared_error: 15.3906 - output24_mean_squared_error: 21.3342 - output25_mean_squared_error: 27.7781 - output26_mean_squared_error: 14.5451 - output27_mean_squared_error: 28.4362 - output28_mean_squared_error: 20.1884 - output29_mean_squared_error: 26.1623 Epoch 1709/2000 121/121 [==============================] - 0s 1ms/step - loss: 607.0154 - output00_loss: 12.3893 - output01_loss: 13.2010 - output02_loss: 21.2561 - output03_loss: 32.1116 - output04_loss: 25.4574 - output05_loss: 18.4077 - output06_loss: 19.3296 - output07_loss: 21.5838 - output08_loss: 14.0543 - output09_loss: 19.1104 - output10_loss: 19.0755 - output11_loss: 20.7574 - output12_loss: 16.5692 - output13_loss: 24.9598 - output14_loss: 17.5247 - output15_loss: 27.3332 - output16_loss: 20.7422 - output17_loss: 21.5246 - output18_loss: 14.1345 - output19_loss: 10.2416 - output20_loss: 11.7401 - output21_loss: 29.4340 - output22_loss: 22.2487 - output23_loss: 15.3906 - output24_loss: 21.3339 - output25_loss: 27.7781 - output26_loss: 14.5450 - output27_loss: 28.4358 - output28_loss: 20.1864 - output29_loss: 26.1589 - output00_mean_squared_error: 12.3893 - output01_mean_squared_error: 13.2010 - output02_mean_squared_error: 21.2561 - output03_mean_squared_error: 32.1116 - output04_mean_squared_error: 25.4574 - output05_mean_squared_error: 18.4077 - output06_mean_squared_error: 19.3296 - output07_mean_squared_error: 21.5838 - output08_mean_squared_error: 14.0543 - output09_mean_squared_error: 19.1104 - output10_mean_squared_error: 19.0755 - output11_mean_squared_error: 20.7574 - output12_mean_squared_error: 16.5692 - output13_mean_squared_error: 24.9598 - output14_mean_squared_error: 17.5247 - output15_mean_squared_error: 27.3332 - output16_mean_squared_error: 20.7422 - output17_mean_squared_error: 21.5246 - output18_mean_squared_error: 14.1345 - output19_mean_squared_error: 10.2416 - output20_mean_squared_error: 11.7401 - output21_mean_squared_error: 29.4340 - output22_mean_squared_error: 22.2487 - output23_mean_squared_error: 15.3906 - output24_mean_squared_error: 21.3339 - output25_mean_squared_error: 27.7781 - output26_mean_squared_error: 14.5450 - output27_mean_squared_error: 28.4358 - output28_mean_squared_error: 20.1864 - output29_mean_squared_error: 26.1589 Epoch 1710/2000 121/121 [==============================] - 0s 914us/step - loss: 606.9913 - output00_loss: 12.3893 - output01_loss: 13.1999 - output02_loss: 21.2550 - output03_loss: 32.1112 - output04_loss: 25.4551 - output05_loss: 18.4076 - output06_loss: 19.3273 - output07_loss: 21.5821 - output08_loss: 14.0541 - output09_loss: 19.1103 - output10_loss: 19.0754 - output11_loss: 20.7574 - output12_loss: 16.5690 - output13_loss: 24.9587 - output14_loss: 17.5235 - output15_loss: 27.3316 - output16_loss: 20.7422 - output17_loss: 21.5237 - output18_loss: 14.1345 - output19_loss: 10.2402 - output20_loss: 11.7388 - output21_loss: 29.4335 - output22_loss: 22.2485 - output23_loss: 15.3906 - output24_loss: 21.3336 - output25_loss: 27.7780 - output26_loss: 14.5450 - output27_loss: 28.4354 - output28_loss: 20.1844 - output29_loss: 26.1555 - output00_mean_squared_error: 12.3893 - output01_mean_squared_error: 13.1999 - output02_mean_squared_error: 21.2550 - output03_mean_squared_error: 32.1112 - output04_mean_squared_error: 25.4551 - output05_mean_squared_error: 18.4076 - output06_mean_squared_error: 19.3273 - output07_mean_squared_error: 21.5821 - output08_mean_squared_error: 14.0541 - output09_mean_squared_error: 19.1103 - output10_mean_squared_error: 19.0754 - output11_mean_squared_error: 20.7574 - output12_mean_squared_error: 16.5690 - output13_mean_squared_error: 24.9587 - output14_mean_squared_error: 17.5235 - output15_mean_squared_error: 27.3316 - output16_mean_squared_error: 20.7422 - output17_mean_squared_error: 21.5237 - output18_mean_squared_error: 14.1345 - output19_mean_squared_error: 10.2402 - output20_mean_squared_error: 11.7388 - output21_mean_squared_error: 29.4335 - output22_mean_squared_error: 22.2485 - output23_mean_squared_error: 15.3906 - output24_mean_squared_error: 21.3336 - output25_mean_squared_error: 27.7780 - output26_mean_squared_error: 14.5450 - output27_mean_squared_error: 28.4354 - output28_mean_squared_error: 20.1844 - output29_mean_squared_error: 26.1555 Epoch 1711/2000 121/121 [==============================] - 0s 929us/step - loss: 606.9670 - output00_loss: 12.3893 - output01_loss: 13.1987 - output02_loss: 21.2539 - output03_loss: 32.1109 - output04_loss: 25.4528 - output05_loss: 18.4075 - output06_loss: 19.3251 - output07_loss: 21.5804 - output08_loss: 14.0538 - output09_loss: 19.1101 - output10_loss: 19.0754 - output11_loss: 20.7574 - output12_loss: 16.5687 - output13_loss: 24.9576 - output14_loss: 17.5223 - output15_loss: 27.3299 - output16_loss: 20.7422 - output17_loss: 21.5229 - output18_loss: 14.1345 - output19_loss: 10.2388 - output20_loss: 11.7374 - output21_loss: 29.4330 - output22_loss: 22.2484 - output23_loss: 15.3906 - output24_loss: 21.3333 - output25_loss: 27.7779 - output26_loss: 14.5450 - output27_loss: 28.4350 - output28_loss: 20.1824 - output29_loss: 26.1520 - output00_mean_squared_error: 12.3893 - output01_mean_squared_error: 13.1987 - output02_mean_squared_error: 21.2539 - output03_mean_squared_error: 32.1109 - output04_mean_squared_error: 25.4528 - output05_mean_squared_error: 18.4075 - output06_mean_squared_error: 19.3251 - output07_mean_squared_error: 21.5804 - output08_mean_squared_error: 14.0538 - output09_mean_squared_error: 19.1101 - output10_mean_squared_error: 19.0754 - output11_mean_squared_error: 20.7574 - output12_mean_squared_error: 16.5687 - output13_mean_squared_error: 24.9576 - output14_mean_squared_error: 17.5223 - output15_mean_squared_error: 27.3299 - output16_mean_squared_error: 20.7422 - output17_mean_squared_error: 21.5229 - output18_mean_squared_error: 14.1345 - output19_mean_squared_error: 10.2388 - output20_mean_squared_error: 11.7374 - output21_mean_squared_error: 29.4330 - output22_mean_squared_error: 22.2484 - output23_mean_squared_error: 15.3906 - output24_mean_squared_error: 21.3333 - output25_mean_squared_error: 27.7779 - output26_mean_squared_error: 14.5450 - output27_mean_squared_error: 28.4350 - output28_mean_squared_error: 20.1824 - output29_mean_squared_error: 26.1520 Epoch 1712/2000 121/121 [==============================] - 0s 1ms/step - loss: 606.9430 - output00_loss: 12.3893 - output01_loss: 13.1976 - output02_loss: 21.2527 - output03_loss: 32.1105 - output04_loss: 25.4506 - output05_loss: 18.4074 - output06_loss: 19.3229 - output07_loss: 21.5787 - output08_loss: 14.0535 - output09_loss: 19.1100 - output10_loss: 19.0753 - output11_loss: 20.7574 - output12_loss: 16.5685 - output13_loss: 24.9564 - output14_loss: 17.5211 - output15_loss: 27.3283 - output16_loss: 20.7421 - output17_loss: 21.5220 - output18_loss: 14.1344 - output19_loss: 10.2374 - output20_loss: 11.7361 - output21_loss: 29.4325 - output22_loss: 22.2483 - output23_loss: 15.3905 - output24_loss: 21.3330 - output25_loss: 27.7778 - output26_loss: 14.5450 - output27_loss: 28.4346 - output28_loss: 20.1804 - output29_loss: 26.1486 - output00_mean_squared_error: 12.3893 - output01_mean_squared_error: 13.1976 - output02_mean_squared_error: 21.2527 - output03_mean_squared_error: 32.1105 - output04_mean_squared_error: 25.4506 - output05_mean_squared_error: 18.4074 - output06_mean_squared_error: 19.3229 - output07_mean_squared_error: 21.5787 - output08_mean_squared_error: 14.0535 - output09_mean_squared_error: 19.1100 - output10_mean_squared_error: 19.0753 - output11_mean_squared_error: 20.7574 - output12_mean_squared_error: 16.5685 - output13_mean_squared_error: 24.9564 - output14_mean_squared_error: 17.5211 - output15_mean_squared_error: 27.3283 - output16_mean_squared_error: 20.7421 - output17_mean_squared_error: 21.5220 - output18_mean_squared_error: 14.1344 - output19_mean_squared_error: 10.2374 - output20_mean_squared_error: 11.7361 - output21_mean_squared_error: 29.4325 - output22_mean_squared_error: 22.2483 - output23_mean_squared_error: 15.3905 - output24_mean_squared_error: 21.3330 - output25_mean_squared_error: 27.7778 - output26_mean_squared_error: 14.5450 - output27_mean_squared_error: 28.4346 - output28_mean_squared_error: 20.1804 - output29_mean_squared_error: 26.1486 Epoch 1713/2000 121/121 [==============================] - 0s 946us/step - loss: 606.9188 - output00_loss: 12.3893 - output01_loss: 13.1965 - output02_loss: 21.2516 - output03_loss: 32.1102 - output04_loss: 25.4483 - output05_loss: 18.4073 - output06_loss: 19.3207 - output07_loss: 21.5770 - output08_loss: 14.0532 - output09_loss: 19.1098 - output10_loss: 19.0753 - output11_loss: 20.7574 - output12_loss: 16.5683 - output13_loss: 24.9553 - output14_loss: 17.5200 - output15_loss: 27.3267 - output16_loss: 20.7421 - output17_loss: 21.5211 - output18_loss: 14.1344 - output19_loss: 10.2360 - output20_loss: 11.7348 - output21_loss: 29.4320 - output22_loss: 22.2482 - output23_loss: 15.3905 - output24_loss: 21.3327 - output25_loss: 27.7777 - output26_loss: 14.5450 - output27_loss: 28.4342 - output28_loss: 20.1784 - output29_loss: 26.1452 - output00_mean_squared_error: 12.3893 - output01_mean_squared_error: 13.1965 - output02_mean_squared_error: 21.2516 - output03_mean_squared_error: 32.1102 - output04_mean_squared_error: 25.4483 - output05_mean_squared_error: 18.4073 - output06_mean_squared_error: 19.3207 - output07_mean_squared_error: 21.5770 - output08_mean_squared_error: 14.0532 - output09_mean_squared_error: 19.1098 - output10_mean_squared_error: 19.0753 - output11_mean_squared_error: 20.7574 - output12_mean_squared_error: 16.5683 - output13_mean_squared_error: 24.9553 - output14_mean_squared_error: 17.5200 - output15_mean_squared_error: 27.3267 - output16_mean_squared_error: 20.7421 - output17_mean_squared_error: 21.5211 - output18_mean_squared_error: 14.1344 - output19_mean_squared_error: 10.2360 - output20_mean_squared_error: 11.7348 - output21_mean_squared_error: 29.4320 - output22_mean_squared_error: 22.2482 - output23_mean_squared_error: 15.3905 - output24_mean_squared_error: 21.3327 - output25_mean_squared_error: 27.7777 - output26_mean_squared_error: 14.5450 - output27_mean_squared_error: 28.4342 - output28_mean_squared_error: 20.1784 - output29_mean_squared_error: 26.1452 Epoch 1714/2000 121/121 [==============================] - 0s 1ms/step - loss: 606.8949 - output00_loss: 12.3893 - output01_loss: 13.1953 - output02_loss: 21.2504 - output03_loss: 32.1098 - output04_loss: 25.4460 - output05_loss: 18.4072 - output06_loss: 19.3185 - output07_loss: 21.5753 - output08_loss: 14.0529 - output09_loss: 19.1097 - output10_loss: 19.0752 - output11_loss: 20.7574 - output12_loss: 16.5680 - output13_loss: 24.9542 - output14_loss: 17.5188 - output15_loss: 27.3251 - output16_loss: 20.7421 - output17_loss: 21.5202 - output18_loss: 14.1344 - output19_loss: 10.2346 - output20_loss: 11.7335 - output21_loss: 29.4315 - output22_loss: 22.2480 - output23_loss: 15.3905 - output24_loss: 21.3324 - output25_loss: 27.7776 - output26_loss: 14.5450 - output27_loss: 28.4338 - output28_loss: 20.1764 - output29_loss: 26.1417 - output00_mean_squared_error: 12.3893 - output01_mean_squared_error: 13.1953 - output02_mean_squared_error: 21.2504 - output03_mean_squared_error: 32.1098 - output04_mean_squared_error: 25.4460 - output05_mean_squared_error: 18.4072 - output06_mean_squared_error: 19.3185 - output07_mean_squared_error: 21.5753 - output08_mean_squared_error: 14.0529 - output09_mean_squared_error: 19.1097 - output10_mean_squared_error: 19.0752 - output11_mean_squared_error: 20.7574 - output12_mean_squared_error: 16.5680 - output13_mean_squared_error: 24.9542 - output14_mean_squared_error: 17.5188 - output15_mean_squared_error: 27.3251 - output16_mean_squared_error: 20.7421 - output17_mean_squared_error: 21.5202 - output18_mean_squared_error: 14.1344 - output19_mean_squared_error: 10.2346 - output20_mean_squared_error: 11.7335 - output21_mean_squared_error: 29.4315 - output22_mean_squared_error: 22.2480 - output23_mean_squared_error: 15.3905 - output24_mean_squared_error: 21.3324 - output25_mean_squared_error: 27.7776 - output26_mean_squared_error: 14.5450 - output27_mean_squared_error: 28.4338 - output28_mean_squared_error: 20.1764 - output29_mean_squared_error: 26.1417 Epoch 1715/2000 121/121 [==============================] - 0s 813us/step - loss: 606.8707 - output00_loss: 12.3893 - output01_loss: 13.1942 - output02_loss: 21.2493 - output03_loss: 32.1095 - output04_loss: 25.4437 - output05_loss: 18.4071 - output06_loss: 19.3163 - output07_loss: 21.5736 - output08_loss: 14.0526 - output09_loss: 19.1095 - output10_loss: 19.0752 - output11_loss: 20.7574 - output12_loss: 16.5678 - output13_loss: 24.9530 - output14_loss: 17.5176 - output15_loss: 27.3234 - output16_loss: 20.7421 - output17_loss: 21.5194 - output18_loss: 14.1344 - output19_loss: 10.2332 - output20_loss: 11.7321 - output21_loss: 29.4311 - output22_loss: 22.2479 - output23_loss: 15.3905 - output24_loss: 21.3321 - output25_loss: 27.7775 - output26_loss: 14.5449 - output27_loss: 28.4333 - output28_loss: 20.1744 - output29_loss: 26.1383 - output00_mean_squared_error: 12.3893 - output01_mean_squared_error: 13.1942 - output02_mean_squared_error: 21.2493 - output03_mean_squared_error: 32.1095 - output04_mean_squared_error: 25.4437 - output05_mean_squared_error: 18.4071 - output06_mean_squared_error: 19.3163 - output07_mean_squared_error: 21.5736 - output08_mean_squared_error: 14.0526 - output09_mean_squared_error: 19.1095 - output10_mean_squared_error: 19.0752 - output11_mean_squared_error: 20.7574 - output12_mean_squared_error: 16.5678 - output13_mean_squared_error: 24.9530 - output14_mean_squared_error: 17.5176 - output15_mean_squared_error: 27.3234 - output16_mean_squared_error: 20.7421 - output17_mean_squared_error: 21.5194 - output18_mean_squared_error: 14.1344 - output19_mean_squared_error: 10.2332 - output20_mean_squared_error: 11.7321 - output21_mean_squared_error: 29.4311 - output22_mean_squared_error: 22.2479 - output23_mean_squared_error: 15.3905 - output24_mean_squared_error: 21.3321 - output25_mean_squared_error: 27.7775 - output26_mean_squared_error: 14.5449 - output27_mean_squared_error: 28.4333 - output28_mean_squared_error: 20.1744 - output29_mean_squared_error: 26.1383 Epoch 1716/2000 121/121 [==============================] - 0s 1ms/step - loss: 606.8469 - output00_loss: 12.3893 - output01_loss: 13.1931 - output02_loss: 21.2482 - output03_loss: 32.1091 - output04_loss: 25.4415 - output05_loss: 18.4070 - output06_loss: 19.3140 - output07_loss: 21.5719 - output08_loss: 14.0523 - output09_loss: 19.1094 - output10_loss: 19.0751 - output11_loss: 20.7574 - output12_loss: 16.5676 - output13_loss: 24.9519 - output14_loss: 17.5164 - output15_loss: 27.3218 - output16_loss: 20.7421 - output17_loss: 21.5185 - output18_loss: 14.1344 - output19_loss: 10.2319 - output20_loss: 11.7308 - output21_loss: 29.4306 - output22_loss: 22.2478 - output23_loss: 15.3905 - output24_loss: 21.3318 - output25_loss: 27.7774 - output26_loss: 14.5449 - output27_loss: 28.4329 - output28_loss: 20.1725 - output29_loss: 26.1349 - output00_mean_squared_error: 12.3893 - output01_mean_squared_error: 13.1931 - output02_mean_squared_error: 21.2482 - output03_mean_squared_error: 32.1091 - output04_mean_squared_error: 25.4415 - output05_mean_squared_error: 18.4070 - output06_mean_squared_error: 19.3140 - output07_mean_squared_error: 21.5719 - output08_mean_squared_error: 14.0523 - output09_mean_squared_error: 19.1094 - output10_mean_squared_error: 19.0751 - output11_mean_squared_error: 20.7574 - output12_mean_squared_error: 16.5676 - output13_mean_squared_error: 24.9519 - output14_mean_squared_error: 17.5164 - output15_mean_squared_error: 27.3218 - output16_mean_squared_error: 20.7421 - output17_mean_squared_error: 21.5185 - output18_mean_squared_error: 14.1344 - output19_mean_squared_error: 10.2319 - output20_mean_squared_error: 11.7308 - output21_mean_squared_error: 29.4306 - output22_mean_squared_error: 22.2478 - output23_mean_squared_error: 15.3905 - output24_mean_squared_error: 21.3318 - output25_mean_squared_error: 27.7774 - output26_mean_squared_error: 14.5449 - output27_mean_squared_error: 28.4329 - output28_mean_squared_error: 20.1725 - output29_mean_squared_error: 26.1349 Epoch 1717/2000 121/121 [==============================] - 0s 891us/step - loss: 606.8230 - output00_loss: 12.3893 - output01_loss: 13.1919 - output02_loss: 21.2470 - output03_loss: 32.1088 - output04_loss: 25.4392 - output05_loss: 18.4069 - output06_loss: 19.3118 - output07_loss: 21.5702 - output08_loss: 14.0520 - output09_loss: 19.1092 - output10_loss: 19.0751 - output11_loss: 20.7574 - output12_loss: 16.5674 - output13_loss: 24.9508 - output14_loss: 17.5153 - output15_loss: 27.3202 - output16_loss: 20.7421 - output17_loss: 21.5176 - output18_loss: 14.1343 - output19_loss: 10.2305 - output20_loss: 11.7295 - output21_loss: 29.4301 - output22_loss: 22.2477 - output23_loss: 15.3904 - output24_loss: 21.3315 - output25_loss: 27.7773 - output26_loss: 14.5449 - output27_loss: 28.4325 - output28_loss: 20.1705 - output29_loss: 26.1315 - output00_mean_squared_error: 12.3893 - output01_mean_squared_error: 13.1919 - output02_mean_squared_error: 21.2470 - output03_mean_squared_error: 32.1088 - output04_mean_squared_error: 25.4392 - output05_mean_squared_error: 18.4069 - output06_mean_squared_error: 19.3118 - output07_mean_squared_error: 21.5702 - output08_mean_squared_error: 14.0520 - output09_mean_squared_error: 19.1092 - output10_mean_squared_error: 19.0751 - output11_mean_squared_error: 20.7574 - output12_mean_squared_error: 16.5674 - output13_mean_squared_error: 24.9508 - output14_mean_squared_error: 17.5153 - output15_mean_squared_error: 27.3202 - output16_mean_squared_error: 20.7421 - output17_mean_squared_error: 21.5176 - output18_mean_squared_error: 14.1343 - output19_mean_squared_error: 10.2305 - output20_mean_squared_error: 11.7295 - output21_mean_squared_error: 29.4301 - output22_mean_squared_error: 22.2477 - output23_mean_squared_error: 15.3904 - output24_mean_squared_error: 21.3315 - output25_mean_squared_error: 27.7773 - output26_mean_squared_error: 14.5449 - output27_mean_squared_error: 28.4325 - output28_mean_squared_error: 20.1705 - output29_mean_squared_error: 26.1315 Epoch 1718/2000 121/121 [==============================] - 0s 1ms/step - loss: 606.7991 - output00_loss: 12.3893 - output01_loss: 13.1908 - output02_loss: 21.2459 - output03_loss: 32.1084 - output04_loss: 25.4370 - output05_loss: 18.4068 - output06_loss: 19.3096 - output07_loss: 21.5685 - output08_loss: 14.0518 - output09_loss: 19.1091 - output10_loss: 19.0750 - output11_loss: 20.7574 - output12_loss: 16.5671 - output13_loss: 24.9497 - output14_loss: 17.5141 - output15_loss: 27.3186 - output16_loss: 20.7421 - output17_loss: 21.5168 - output18_loss: 14.1343 - output19_loss: 10.2291 - output20_loss: 11.7282 - output21_loss: 29.4296 - output22_loss: 22.2475 - output23_loss: 15.3904 - output24_loss: 21.3312 - output25_loss: 27.7773 - output26_loss: 14.5449 - output27_loss: 28.4321 - output28_loss: 20.1685 - output29_loss: 26.1281 - output00_mean_squared_error: 12.3893 - output01_mean_squared_error: 13.1908 - output02_mean_squared_error: 21.2459 - output03_mean_squared_error: 32.1084 - output04_mean_squared_error: 25.4370 - output05_mean_squared_error: 18.4068 - output06_mean_squared_error: 19.3096 - output07_mean_squared_error: 21.5685 - output08_mean_squared_error: 14.0518 - output09_mean_squared_error: 19.1091 - output10_mean_squared_error: 19.0750 - output11_mean_squared_error: 20.7574 - output12_mean_squared_error: 16.5671 - output13_mean_squared_error: 24.9497 - output14_mean_squared_error: 17.5141 - output15_mean_squared_error: 27.3186 - output16_mean_squared_error: 20.7421 - output17_mean_squared_error: 21.5168 - output18_mean_squared_error: 14.1343 - output19_mean_squared_error: 10.2291 - output20_mean_squared_error: 11.7282 - output21_mean_squared_error: 29.4296 - output22_mean_squared_error: 22.2475 - output23_mean_squared_error: 15.3904 - output24_mean_squared_error: 21.3312 - output25_mean_squared_error: 27.7773 - output26_mean_squared_error: 14.5449 - output27_mean_squared_error: 28.4321 - output28_mean_squared_error: 20.1685 - output29_mean_squared_error: 26.1281 Epoch 1719/2000 121/121 [==============================] - 0s 468us/step - loss: 606.7753 - output00_loss: 12.3893 - output01_loss: 13.1897 - output02_loss: 21.2448 - output03_loss: 32.1081 - output04_loss: 25.4347 - output05_loss: 18.4067 - output06_loss: 19.3074 - output07_loss: 21.5669 - output08_loss: 14.0515 - output09_loss: 19.1089 - output10_loss: 19.0750 - output11_loss: 20.7574 - output12_loss: 16.5669 - output13_loss: 24.9485 - output14_loss: 17.5129 - output15_loss: 27.3170 - output16_loss: 20.7421 - output17_loss: 21.5159 - output18_loss: 14.1343 - output19_loss: 10.2277 - output20_loss: 11.7269 - output21_loss: 29.4291 - output22_loss: 22.2474 - output23_loss: 15.3904 - output24_loss: 21.3309 - output25_loss: 27.7772 - output26_loss: 14.5449 - output27_loss: 28.4317 - output28_loss: 20.1665 - output29_loss: 26.1247 - output00_mean_squared_error: 12.3893 - output01_mean_squared_error: 13.1897 - output02_mean_squared_error: 21.2448 - output03_mean_squared_error: 32.1081 - output04_mean_squared_error: 25.4347 - output05_mean_squared_error: 18.4067 - output06_mean_squared_error: 19.3074 - output07_mean_squared_error: 21.5669 - output08_mean_squared_error: 14.0515 - output09_mean_squared_error: 19.1089 - output10_mean_squared_error: 19.0750 - output11_mean_squared_error: 20.7574 - output12_mean_squared_error: 16.5669 - output13_mean_squared_error: 24.9485 - output14_mean_squared_error: 17.5129 - output15_mean_squared_error: 27.3170 - output16_mean_squared_error: 20.7421 - output17_mean_squared_error: 21.5159 - output18_mean_squared_error: 14.1343 - output19_mean_squared_error: 10.2277 - output20_mean_squared_error: 11.7269 - output21_mean_squared_error: 29.4291 - output22_mean_squared_error: 22.2474 - output23_mean_squared_error: 15.3904 - output24_mean_squared_error: 21.3309 - output25_mean_squared_error: 27.7772 - output26_mean_squared_error: 14.5449 - output27_mean_squared_error: 28.4317 - output28_mean_squared_error: 20.1665 - output29_mean_squared_error: 26.1247 Epoch 1720/2000 121/121 [==============================] - 0s 917us/step - loss: 606.7516 - output00_loss: 12.3892 - output01_loss: 13.1886 - output02_loss: 21.2436 - output03_loss: 32.1077 - output04_loss: 25.4324 - output05_loss: 18.4066 - output06_loss: 19.3052 - output07_loss: 21.5652 - output08_loss: 14.0512 - output09_loss: 19.1088 - output10_loss: 19.0749 - output11_loss: 20.7574 - output12_loss: 16.5667 - output13_loss: 24.9474 - output14_loss: 17.5118 - output15_loss: 27.3154 - output16_loss: 20.7421 - output17_loss: 21.5151 - output18_loss: 14.1343 - output19_loss: 10.2263 - output20_loss: 11.7256 - output21_loss: 29.4287 - output22_loss: 22.2473 - output23_loss: 15.3904 - output24_loss: 21.3306 - output25_loss: 27.7771 - output26_loss: 14.5449 - output27_loss: 28.4313 - output28_loss: 20.1646 - output29_loss: 26.1213 - output00_mean_squared_error: 12.3892 - output01_mean_squared_error: 13.1886 - output02_mean_squared_error: 21.2436 - output03_mean_squared_error: 32.1077 - output04_mean_squared_error: 25.4324 - output05_mean_squared_error: 18.4066 - output06_mean_squared_error: 19.3052 - output07_mean_squared_error: 21.5652 - output08_mean_squared_error: 14.0512 - output09_mean_squared_error: 19.1088 - output10_mean_squared_error: 19.0749 - output11_mean_squared_error: 20.7574 - output12_mean_squared_error: 16.5667 - output13_mean_squared_error: 24.9474 - output14_mean_squared_error: 17.5118 - output15_mean_squared_error: 27.3154 - output16_mean_squared_error: 20.7421 - output17_mean_squared_error: 21.5151 - output18_mean_squared_error: 14.1343 - output19_mean_squared_error: 10.2263 - output20_mean_squared_error: 11.7256 - output21_mean_squared_error: 29.4287 - output22_mean_squared_error: 22.2473 - output23_mean_squared_error: 15.3904 - output24_mean_squared_error: 21.3306 - output25_mean_squared_error: 27.7771 - output26_mean_squared_error: 14.5449 - output27_mean_squared_error: 28.4313 - output28_mean_squared_error: 20.1646 - output29_mean_squared_error: 26.1213 Epoch 1721/2000 121/121 [==============================] - 0s 739us/step - loss: 606.7278 - output00_loss: 12.3892 - output01_loss: 13.1875 - output02_loss: 21.2425 - output03_loss: 32.1074 - output04_loss: 25.4302 - output05_loss: 18.4065 - output06_loss: 19.3031 - output07_loss: 21.5635 - output08_loss: 14.0509 - output09_loss: 19.1086 - output10_loss: 19.0748 - output11_loss: 20.7574 - output12_loss: 16.5665 - output13_loss: 24.9463 - output14_loss: 17.5106 - output15_loss: 27.3137 - output16_loss: 20.7420 - output17_loss: 21.5142 - output18_loss: 14.1343 - output19_loss: 10.2249 - output20_loss: 11.7243 - output21_loss: 29.4282 - output22_loss: 22.2472 - output23_loss: 15.3904 - output24_loss: 21.3303 - output25_loss: 27.7770 - output26_loss: 14.5449 - output27_loss: 28.4309 - output28_loss: 20.1626 - output29_loss: 26.1179 - output00_mean_squared_error: 12.3892 - output01_mean_squared_error: 13.1875 - output02_mean_squared_error: 21.2425 - output03_mean_squared_error: 32.1074 - output04_mean_squared_error: 25.4302 - output05_mean_squared_error: 18.4065 - output06_mean_squared_error: 19.3031 - output07_mean_squared_error: 21.5635 - output08_mean_squared_error: 14.0509 - output09_mean_squared_error: 19.1086 - output10_mean_squared_error: 19.0748 - output11_mean_squared_error: 20.7574 - output12_mean_squared_error: 16.5665 - output13_mean_squared_error: 24.9463 - output14_mean_squared_error: 17.5106 - output15_mean_squared_error: 27.3137 - output16_mean_squared_error: 20.7420 - output17_mean_squared_error: 21.5142 - output18_mean_squared_error: 14.1343 - output19_mean_squared_error: 10.2249 - output20_mean_squared_error: 11.7243 - output21_mean_squared_error: 29.4282 - output22_mean_squared_error: 22.2472 - output23_mean_squared_error: 15.3904 - output24_mean_squared_error: 21.3303 - output25_mean_squared_error: 27.7770 - output26_mean_squared_error: 14.5449 - output27_mean_squared_error: 28.4309 - output28_mean_squared_error: 20.1626 - output29_mean_squared_error: 26.1179 Epoch 1722/2000 121/121 [==============================] - 0s 927us/step - loss: 606.7042 - output00_loss: 12.3892 - output01_loss: 13.1863 - output02_loss: 21.2414 - output03_loss: 32.1070 - output04_loss: 25.4279 - output05_loss: 18.4064 - output06_loss: 19.3009 - output07_loss: 21.5619 - output08_loss: 14.0506 - output09_loss: 19.1085 - output10_loss: 19.0748 - output11_loss: 20.7573 - output12_loss: 16.5662 - output13_loss: 24.9452 - output14_loss: 17.5094 - output15_loss: 27.3121 - output16_loss: 20.7420 - output17_loss: 21.5133 - output18_loss: 14.1342 - output19_loss: 10.2236 - output20_loss: 11.7230 - output21_loss: 29.4277 - output22_loss: 22.2471 - output23_loss: 15.3903 - output24_loss: 21.3300 - output25_loss: 27.7769 - output26_loss: 14.5448 - output27_loss: 28.4305 - output28_loss: 20.1606 - output29_loss: 26.1146 - output00_mean_squared_error: 12.3892 - output01_mean_squared_error: 13.1863 - output02_mean_squared_error: 21.2414 - output03_mean_squared_error: 32.1070 - output04_mean_squared_error: 25.4279 - output05_mean_squared_error: 18.4064 - output06_mean_squared_error: 19.3009 - output07_mean_squared_error: 21.5619 - output08_mean_squared_error: 14.0506 - output09_mean_squared_error: 19.1085 - output10_mean_squared_error: 19.0748 - output11_mean_squared_error: 20.7573 - output12_mean_squared_error: 16.5662 - output13_mean_squared_error: 24.9452 - output14_mean_squared_error: 17.5094 - output15_mean_squared_error: 27.3121 - output16_mean_squared_error: 20.7420 - output17_mean_squared_error: 21.5133 - output18_mean_squared_error: 14.1342 - output19_mean_squared_error: 10.2236 - output20_mean_squared_error: 11.7230 - output21_mean_squared_error: 29.4277 - output22_mean_squared_error: 22.2471 - output23_mean_squared_error: 15.3903 - output24_mean_squared_error: 21.3300 - output25_mean_squared_error: 27.7769 - output26_mean_squared_error: 14.5448 - output27_mean_squared_error: 28.4305 - output28_mean_squared_error: 20.1606 - output29_mean_squared_error: 26.1146 Epoch 1723/2000 121/121 [==============================] - 0s 497us/step - loss: 606.6805 - output00_loss: 12.3892 - output01_loss: 13.1852 - output02_loss: 21.2403 - output03_loss: 32.1067 - output04_loss: 25.4257 - output05_loss: 18.4063 - output06_loss: 19.2987 - output07_loss: 21.5602 - output08_loss: 14.0503 - output09_loss: 19.1083 - output10_loss: 19.0747 - output11_loss: 20.7573 - output12_loss: 16.5660 - output13_loss: 24.9441 - output14_loss: 17.5083 - output15_loss: 27.3105 - output16_loss: 20.7420 - output17_loss: 21.5125 - output18_loss: 14.1342 - output19_loss: 10.2222 - output20_loss: 11.7217 - output21_loss: 29.4272 - output22_loss: 22.2469 - output23_loss: 15.3903 - output24_loss: 21.3297 - output25_loss: 27.7768 - output26_loss: 14.5448 - output27_loss: 28.4301 - output28_loss: 20.1587 - output29_loss: 26.1112 - output00_mean_squared_error: 12.3892 - output01_mean_squared_error: 13.1852 - output02_mean_squared_error: 21.2403 - output03_mean_squared_error: 32.1067 - output04_mean_squared_error: 25.4257 - output05_mean_squared_error: 18.4063 - output06_mean_squared_error: 19.2987 - output07_mean_squared_error: 21.5602 - output08_mean_squared_error: 14.0503 - output09_mean_squared_error: 19.1083 - output10_mean_squared_error: 19.0747 - output11_mean_squared_error: 20.7573 - output12_mean_squared_error: 16.5660 - output13_mean_squared_error: 24.9441 - output14_mean_squared_error: 17.5083 - output15_mean_squared_error: 27.3105 - output16_mean_squared_error: 20.7420 - output17_mean_squared_error: 21.5125 - output18_mean_squared_error: 14.1342 - output19_mean_squared_error: 10.2222 - output20_mean_squared_error: 11.7217 - output21_mean_squared_error: 29.4272 - output22_mean_squared_error: 22.2469 - output23_mean_squared_error: 15.3903 - output24_mean_squared_error: 21.3297 - output25_mean_squared_error: 27.7768 - output26_mean_squared_error: 14.5448 - output27_mean_squared_error: 28.4301 - output28_mean_squared_error: 20.1587 - output29_mean_squared_error: 26.1112 Epoch 1724/2000 121/121 [==============================] - 0s 927us/step - loss: 606.6569 - output00_loss: 12.3892 - output01_loss: 13.1841 - output02_loss: 21.2391 - output03_loss: 32.1063 - output04_loss: 25.4235 - output05_loss: 18.4063 - output06_loss: 19.2965 - output07_loss: 21.5585 - output08_loss: 14.0501 - output09_loss: 19.1082 - output10_loss: 19.0747 - output11_loss: 20.7573 - output12_loss: 16.5658 - output13_loss: 24.9430 - output14_loss: 17.5071 - output15_loss: 27.3089 - output16_loss: 20.7420 - output17_loss: 21.5116 - output18_loss: 14.1342 - output19_loss: 10.2208 - output20_loss: 11.7204 - output21_loss: 29.4268 - output22_loss: 22.2468 - output23_loss: 15.3903 - output24_loss: 21.3294 - output25_loss: 27.7767 - output26_loss: 14.5448 - output27_loss: 28.4298 - output28_loss: 20.1567 - output29_loss: 26.1078 - output00_mean_squared_error: 12.3892 - output01_mean_squared_error: 13.1841 - output02_mean_squared_error: 21.2391 - output03_mean_squared_error: 32.1063 - output04_mean_squared_error: 25.4235 - output05_mean_squared_error: 18.4063 - output06_mean_squared_error: 19.2965 - output07_mean_squared_error: 21.5585 - output08_mean_squared_error: 14.0501 - output09_mean_squared_error: 19.1082 - output10_mean_squared_error: 19.0747 - output11_mean_squared_error: 20.7573 - output12_mean_squared_error: 16.5658 - output13_mean_squared_error: 24.9430 - output14_mean_squared_error: 17.5071 - output15_mean_squared_error: 27.3089 - output16_mean_squared_error: 20.7420 - output17_mean_squared_error: 21.5116 - output18_mean_squared_error: 14.1342 - output19_mean_squared_error: 10.2208 - output20_mean_squared_error: 11.7204 - output21_mean_squared_error: 29.4268 - output22_mean_squared_error: 22.2468 - output23_mean_squared_error: 15.3903 - output24_mean_squared_error: 21.3294 - output25_mean_squared_error: 27.7767 - output26_mean_squared_error: 14.5448 - output27_mean_squared_error: 28.4298 - output28_mean_squared_error: 20.1567 - output29_mean_squared_error: 26.1078 Epoch 1725/2000 121/121 [==============================] - 0s 931us/step - loss: 606.6335 - output00_loss: 12.3892 - output01_loss: 13.1830 - output02_loss: 21.2380 - output03_loss: 32.1060 - output04_loss: 25.4212 - output05_loss: 18.4062 - output06_loss: 19.2943 - output07_loss: 21.5569 - output08_loss: 14.0498 - output09_loss: 19.1080 - output10_loss: 19.0746 - output11_loss: 20.7573 - output12_loss: 16.5656 - output13_loss: 24.9419 - output14_loss: 17.5060 - output15_loss: 27.3073 - output16_loss: 20.7420 - output17_loss: 21.5108 - output18_loss: 14.1342 - output19_loss: 10.2194 - output20_loss: 11.7191 - output21_loss: 29.4263 - output22_loss: 22.2467 - output23_loss: 15.3903 - output24_loss: 21.3291 - output25_loss: 27.7766 - output26_loss: 14.5448 - output27_loss: 28.4294 - output28_loss: 20.1548 - output29_loss: 26.1044 - output00_mean_squared_error: 12.3892 - output01_mean_squared_error: 13.1830 - output02_mean_squared_error: 21.2380 - output03_mean_squared_error: 32.1060 - output04_mean_squared_error: 25.4212 - output05_mean_squared_error: 18.4062 - output06_mean_squared_error: 19.2943 - output07_mean_squared_error: 21.5569 - output08_mean_squared_error: 14.0498 - output09_mean_squared_error: 19.1080 - output10_mean_squared_error: 19.0746 - output11_mean_squared_error: 20.7573 - output12_mean_squared_error: 16.5656 - output13_mean_squared_error: 24.9419 - output14_mean_squared_error: 17.5060 - output15_mean_squared_error: 27.3073 - output16_mean_squared_error: 20.7420 - output17_mean_squared_error: 21.5108 - output18_mean_squared_error: 14.1342 - output19_mean_squared_error: 10.2194 - output20_mean_squared_error: 11.7191 - output21_mean_squared_error: 29.4263 - output22_mean_squared_error: 22.2467 - output23_mean_squared_error: 15.3903 - output24_mean_squared_error: 21.3291 - output25_mean_squared_error: 27.7766 - output26_mean_squared_error: 14.5448 - output27_mean_squared_error: 28.4294 - output28_mean_squared_error: 20.1548 - output29_mean_squared_error: 26.1044 Epoch 1726/2000 121/121 [==============================] - 0s 890us/step - loss: 606.6098 - output00_loss: 12.3892 - output01_loss: 13.1819 - output02_loss: 21.2369 - output03_loss: 32.1057 - output04_loss: 25.4190 - output05_loss: 18.4061 - output06_loss: 19.2922 - output07_loss: 21.5552 - output08_loss: 14.0495 - output09_loss: 19.1079 - output10_loss: 19.0746 - output11_loss: 20.7573 - output12_loss: 16.5653 - output13_loss: 24.9408 - output14_loss: 17.5048 - output15_loss: 27.3058 - output16_loss: 20.7420 - output17_loss: 21.5099 - output18_loss: 14.1342 - output19_loss: 10.2180 - output20_loss: 11.7178 - output21_loss: 29.4258 - output22_loss: 22.2466 - output23_loss: 15.3903 - output24_loss: 21.3288 - output25_loss: 27.7766 - output26_loss: 14.5448 - output27_loss: 28.4290 - output28_loss: 20.1528 - output29_loss: 26.1011 - output00_mean_squared_error: 12.3892 - output01_mean_squared_error: 13.1819 - output02_mean_squared_error: 21.2369 - output03_mean_squared_error: 32.1057 - output04_mean_squared_error: 25.4190 - output05_mean_squared_error: 18.4061 - output06_mean_squared_error: 19.2922 - output07_mean_squared_error: 21.5552 - output08_mean_squared_error: 14.0495 - output09_mean_squared_error: 19.1079 - output10_mean_squared_error: 19.0746 - output11_mean_squared_error: 20.7573 - output12_mean_squared_error: 16.5653 - output13_mean_squared_error: 24.9408 - output14_mean_squared_error: 17.5048 - output15_mean_squared_error: 27.3058 - output16_mean_squared_error: 20.7420 - output17_mean_squared_error: 21.5099 - output18_mean_squared_error: 14.1342 - output19_mean_squared_error: 10.2180 - output20_mean_squared_error: 11.7178 - output21_mean_squared_error: 29.4258 - output22_mean_squared_error: 22.2466 - output23_mean_squared_error: 15.3903 - output24_mean_squared_error: 21.3288 - output25_mean_squared_error: 27.7766 - output26_mean_squared_error: 14.5448 - output27_mean_squared_error: 28.4290 - output28_mean_squared_error: 20.1528 - output29_mean_squared_error: 26.1011 Epoch 1727/2000 121/121 [==============================] - 0s 869us/step - loss: 606.5865 - output00_loss: 12.3892 - output01_loss: 13.1808 - output02_loss: 21.2358 - output03_loss: 32.1053 - output04_loss: 25.4168 - output05_loss: 18.4060 - output06_loss: 19.2900 - output07_loss: 21.5536 - output08_loss: 14.0492 - output09_loss: 19.1078 - output10_loss: 19.0745 - output11_loss: 20.7573 - output12_loss: 16.5651 - output13_loss: 24.9397 - output14_loss: 17.5037 - output15_loss: 27.3042 - output16_loss: 20.7420 - output17_loss: 21.5091 - output18_loss: 14.1342 - output19_loss: 10.2167 - output20_loss: 11.7165 - output21_loss: 29.4254 - output22_loss: 22.2465 - output23_loss: 15.3902 - output24_loss: 21.3285 - output25_loss: 27.7765 - output26_loss: 14.5448 - output27_loss: 28.4286 - output28_loss: 20.1509 - output29_loss: 26.0977 - output00_mean_squared_error: 12.3892 - output01_mean_squared_error: 13.1808 - output02_mean_squared_error: 21.2358 - output03_mean_squared_error: 32.1053 - output04_mean_squared_error: 25.4168 - output05_mean_squared_error: 18.4060 - output06_mean_squared_error: 19.2900 - output07_mean_squared_error: 21.5536 - output08_mean_squared_error: 14.0492 - output09_mean_squared_error: 19.1078 - output10_mean_squared_error: 19.0745 - output11_mean_squared_error: 20.7573 - output12_mean_squared_error: 16.5651 - output13_mean_squared_error: 24.9397 - output14_mean_squared_error: 17.5037 - output15_mean_squared_error: 27.3042 - output16_mean_squared_error: 20.7420 - output17_mean_squared_error: 21.5091 - output18_mean_squared_error: 14.1342 - output19_mean_squared_error: 10.2167 - output20_mean_squared_error: 11.7165 - output21_mean_squared_error: 29.4254 - output22_mean_squared_error: 22.2465 - output23_mean_squared_error: 15.3902 - output24_mean_squared_error: 21.3285 - output25_mean_squared_error: 27.7765 - output26_mean_squared_error: 14.5448 - output27_mean_squared_error: 28.4286 - output28_mean_squared_error: 20.1509 - output29_mean_squared_error: 26.0977 Epoch 1728/2000 121/121 [==============================] - 0s 535us/step - loss: 606.5630 - output00_loss: 12.3892 - output01_loss: 13.1797 - output02_loss: 21.2347 - output03_loss: 32.1050 - output04_loss: 25.4145 - output05_loss: 18.4059 - output06_loss: 19.2878 - output07_loss: 21.5519 - output08_loss: 14.0490 - output09_loss: 19.1076 - output10_loss: 19.0745 - output11_loss: 20.7573 - output12_loss: 16.5649 - output13_loss: 24.9386 - output14_loss: 17.5025 - output15_loss: 27.3026 - output16_loss: 20.7420 - output17_loss: 21.5082 - output18_loss: 14.1341 - output19_loss: 10.2153 - output20_loss: 11.7152 - output21_loss: 29.4249 - output22_loss: 22.2463 - output23_loss: 15.3902 - output24_loss: 21.3283 - output25_loss: 27.7764 - output26_loss: 14.5448 - output27_loss: 28.4282 - output28_loss: 20.1489 - output29_loss: 26.0943 - output00_mean_squared_error: 12.3892 - output01_mean_squared_error: 13.1797 - output02_mean_squared_error: 21.2347 - output03_mean_squared_error: 32.1050 - output04_mean_squared_error: 25.4145 - output05_mean_squared_error: 18.4059 - output06_mean_squared_error: 19.2878 - output07_mean_squared_error: 21.5519 - output08_mean_squared_error: 14.0490 - output09_mean_squared_error: 19.1076 - output10_mean_squared_error: 19.0745 - output11_mean_squared_error: 20.7573 - output12_mean_squared_error: 16.5649 - output13_mean_squared_error: 24.9386 - output14_mean_squared_error: 17.5025 - output15_mean_squared_error: 27.3026 - output16_mean_squared_error: 20.7420 - output17_mean_squared_error: 21.5082 - output18_mean_squared_error: 14.1341 - output19_mean_squared_error: 10.2153 - output20_mean_squared_error: 11.7152 - output21_mean_squared_error: 29.4249 - output22_mean_squared_error: 22.2463 - output23_mean_squared_error: 15.3902 - output24_mean_squared_error: 21.3283 - output25_mean_squared_error: 27.7764 - output26_mean_squared_error: 14.5448 - output27_mean_squared_error: 28.4282 - output28_mean_squared_error: 20.1489 - output29_mean_squared_error: 26.0943 Epoch 1729/2000 121/121 [==============================] - 0s 570us/step - loss: 606.5396 - output00_loss: 12.3892 - output01_loss: 13.1786 - output02_loss: 21.2336 - output03_loss: 32.1047 - output04_loss: 25.4123 - output05_loss: 18.4058 - output06_loss: 19.2857 - output07_loss: 21.5503 - output08_loss: 14.0487 - output09_loss: 19.1075 - output10_loss: 19.0744 - output11_loss: 20.7573 - output12_loss: 16.5647 - output13_loss: 24.9375 - output14_loss: 17.5014 - output15_loss: 27.3010 - output16_loss: 20.7420 - output17_loss: 21.5074 - output18_loss: 14.1341 - output19_loss: 10.2139 - output20_loss: 11.7140 - output21_loss: 29.4244 - output22_loss: 22.2462 - output23_loss: 15.3902 - output24_loss: 21.3280 - output25_loss: 27.7763 - output26_loss: 14.5447 - output27_loss: 28.4278 - output28_loss: 20.1470 - output29_loss: 26.0910 - output00_mean_squared_error: 12.3892 - output01_mean_squared_error: 13.1786 - output02_mean_squared_error: 21.2336 - output03_mean_squared_error: 32.1047 - output04_mean_squared_error: 25.4123 - output05_mean_squared_error: 18.4058 - output06_mean_squared_error: 19.2857 - output07_mean_squared_error: 21.5503 - output08_mean_squared_error: 14.0487 - output09_mean_squared_error: 19.1075 - output10_mean_squared_error: 19.0744 - output11_mean_squared_error: 20.7573 - output12_mean_squared_error: 16.5647 - output13_mean_squared_error: 24.9375 - output14_mean_squared_error: 17.5014 - output15_mean_squared_error: 27.3010 - output16_mean_squared_error: 20.7420 - output17_mean_squared_error: 21.5074 - output18_mean_squared_error: 14.1341 - output19_mean_squared_error: 10.2139 - output20_mean_squared_error: 11.7140 - output21_mean_squared_error: 29.4244 - output22_mean_squared_error: 22.2462 - output23_mean_squared_error: 15.3902 - output24_mean_squared_error: 21.3280 - output25_mean_squared_error: 27.7763 - output26_mean_squared_error: 14.5447 - output27_mean_squared_error: 28.4278 - output28_mean_squared_error: 20.1470 - output29_mean_squared_error: 26.0910 Epoch 1730/2000 121/121 [==============================] - 0s 1ms/step - loss: 606.5162 - output00_loss: 12.3892 - output01_loss: 13.1775 - output02_loss: 21.2325 - output03_loss: 32.1043 - output04_loss: 25.4101 - output05_loss: 18.4057 - output06_loss: 19.2835 - output07_loss: 21.5487 - output08_loss: 14.0484 - output09_loss: 19.1073 - output10_loss: 19.0744 - output11_loss: 20.7573 - output12_loss: 16.5645 - output13_loss: 24.9364 - output14_loss: 17.5003 - output15_loss: 27.2994 - output16_loss: 20.7420 - output17_loss: 21.5065 - output18_loss: 14.1341 - output19_loss: 10.2126 - output20_loss: 11.7127 - output21_loss: 29.4239 - output22_loss: 22.2461 - output23_loss: 15.3902 - output24_loss: 21.3277 - output25_loss: 27.7762 - output26_loss: 14.5447 - output27_loss: 28.4274 - output28_loss: 20.1450 - output29_loss: 26.0877 - output00_mean_squared_error: 12.3892 - output01_mean_squared_error: 13.1775 - output02_mean_squared_error: 21.2325 - output03_mean_squared_error: 32.1043 - output04_mean_squared_error: 25.4101 - output05_mean_squared_error: 18.4057 - output06_mean_squared_error: 19.2835 - output07_mean_squared_error: 21.5487 - output08_mean_squared_error: 14.0484 - output09_mean_squared_error: 19.1073 - output10_mean_squared_error: 19.0744 - output11_mean_squared_error: 20.7573 - output12_mean_squared_error: 16.5645 - output13_mean_squared_error: 24.9364 - output14_mean_squared_error: 17.5003 - output15_mean_squared_error: 27.2994 - output16_mean_squared_error: 20.7420 - output17_mean_squared_error: 21.5065 - output18_mean_squared_error: 14.1341 - output19_mean_squared_error: 10.2126 - output20_mean_squared_error: 11.7127 - output21_mean_squared_error: 29.4239 - output22_mean_squared_error: 22.2461 - output23_mean_squared_error: 15.3902 - output24_mean_squared_error: 21.3277 - output25_mean_squared_error: 27.7762 - output26_mean_squared_error: 14.5447 - output27_mean_squared_error: 28.4274 - output28_mean_squared_error: 20.1450 - output29_mean_squared_error: 26.0877 Epoch 1731/2000 121/121 [==============================] - 0s 1ms/step - loss: 606.4930 - output00_loss: 12.3892 - output01_loss: 13.1764 - output02_loss: 21.2314 - output03_loss: 32.1040 - output04_loss: 25.4079 - output05_loss: 18.4056 - output06_loss: 19.2813 - output07_loss: 21.5470 - output08_loss: 14.0481 - output09_loss: 19.1072 - output10_loss: 19.0743 - output11_loss: 20.7573 - output12_loss: 16.5643 - output13_loss: 24.9353 - output14_loss: 17.4991 - output15_loss: 27.2978 - output16_loss: 20.7419 - output17_loss: 21.5057 - output18_loss: 14.1341 - output19_loss: 10.2112 - output20_loss: 11.7114 - output21_loss: 29.4235 - output22_loss: 22.2460 - output23_loss: 15.3902 - output24_loss: 21.3274 - output25_loss: 27.7761 - output26_loss: 14.5447 - output27_loss: 28.4270 - output28_loss: 20.1431 - output29_loss: 26.0843 - output00_mean_squared_error: 12.3892 - output01_mean_squared_error: 13.1764 - output02_mean_squared_error: 21.2314 - output03_mean_squared_error: 32.1040 - output04_mean_squared_error: 25.4079 - output05_mean_squared_error: 18.4056 - output06_mean_squared_error: 19.2813 - output07_mean_squared_error: 21.5470 - output08_mean_squared_error: 14.0481 - output09_mean_squared_error: 19.1072 - output10_mean_squared_error: 19.0743 - output11_mean_squared_error: 20.7573 - output12_mean_squared_error: 16.5643 - output13_mean_squared_error: 24.9353 - output14_mean_squared_error: 17.4991 - output15_mean_squared_error: 27.2978 - output16_mean_squared_error: 20.7419 - output17_mean_squared_error: 21.5057 - output18_mean_squared_error: 14.1341 - output19_mean_squared_error: 10.2112 - output20_mean_squared_error: 11.7114 - output21_mean_squared_error: 29.4235 - output22_mean_squared_error: 22.2460 - output23_mean_squared_error: 15.3902 - output24_mean_squared_error: 21.3274 - output25_mean_squared_error: 27.7761 - output26_mean_squared_error: 14.5447 - output27_mean_squared_error: 28.4270 - output28_mean_squared_error: 20.1431 - output29_mean_squared_error: 26.0843 Epoch 1732/2000 121/121 [==============================] - 0s 1ms/step - loss: 606.4697 - output00_loss: 12.3892 - output01_loss: 13.1753 - output02_loss: 21.2303 - output03_loss: 32.1037 - output04_loss: 25.4057 - output05_loss: 18.4055 - output06_loss: 19.2792 - output07_loss: 21.5454 - output08_loss: 14.0479 - output09_loss: 19.1070 - output10_loss: 19.0743 - output11_loss: 20.7573 - output12_loss: 16.5640 - output13_loss: 24.9342 - output14_loss: 17.4980 - output15_loss: 27.2962 - output16_loss: 20.7419 - output17_loss: 21.5049 - output18_loss: 14.1341 - output19_loss: 10.2098 - output20_loss: 11.7101 - output21_loss: 29.4230 - output22_loss: 22.2459 - output23_loss: 15.3901 - output24_loss: 21.3271 - output25_loss: 27.7761 - output26_loss: 14.5447 - output27_loss: 28.4267 - output28_loss: 20.1412 - output29_loss: 26.0810 - output00_mean_squared_error: 12.3892 - output01_mean_squared_error: 13.1753 - output02_mean_squared_error: 21.2303 - output03_mean_squared_error: 32.1037 - output04_mean_squared_error: 25.4057 - output05_mean_squared_error: 18.4055 - output06_mean_squared_error: 19.2792 - output07_mean_squared_error: 21.5454 - output08_mean_squared_error: 14.0479 - output09_mean_squared_error: 19.1070 - output10_mean_squared_error: 19.0743 - output11_mean_squared_error: 20.7573 - output12_mean_squared_error: 16.5640 - output13_mean_squared_error: 24.9342 - output14_mean_squared_error: 17.4980 - output15_mean_squared_error: 27.2962 - output16_mean_squared_error: 20.7419 - output17_mean_squared_error: 21.5049 - output18_mean_squared_error: 14.1341 - output19_mean_squared_error: 10.2098 - output20_mean_squared_error: 11.7101 - output21_mean_squared_error: 29.4230 - output22_mean_squared_error: 22.2459 - output23_mean_squared_error: 15.3901 - output24_mean_squared_error: 21.3271 - output25_mean_squared_error: 27.7761 - output26_mean_squared_error: 14.5447 - output27_mean_squared_error: 28.4267 - output28_mean_squared_error: 20.1412 - output29_mean_squared_error: 26.0810 Epoch 1733/2000 121/121 [==============================] - 0s 1ms/step - loss: 606.4464 - output00_loss: 12.3892 - output01_loss: 13.1742 - output02_loss: 21.2292 - output03_loss: 32.1033 - output04_loss: 25.4035 - output05_loss: 18.4054 - output06_loss: 19.2770 - output07_loss: 21.5438 - output08_loss: 14.0476 - output09_loss: 19.1069 - output10_loss: 19.0742 - output11_loss: 20.7573 - output12_loss: 16.5638 - output13_loss: 24.9332 - output14_loss: 17.4969 - output15_loss: 27.2947 - output16_loss: 20.7419 - output17_loss: 21.5040 - output18_loss: 14.1340 - output19_loss: 10.2085 - output20_loss: 11.7088 - output21_loss: 29.4226 - output22_loss: 22.2458 - output23_loss: 15.3901 - output24_loss: 21.3268 - output25_loss: 27.7760 - output26_loss: 14.5447 - output27_loss: 28.4263 - output28_loss: 20.1392 - output29_loss: 26.0776 - output00_mean_squared_error: 12.3892 - output01_mean_squared_error: 13.1742 - output02_mean_squared_error: 21.2292 - output03_mean_squared_error: 32.1033 - output04_mean_squared_error: 25.4035 - output05_mean_squared_error: 18.4054 - output06_mean_squared_error: 19.2770 - output07_mean_squared_error: 21.5438 - output08_mean_squared_error: 14.0476 - output09_mean_squared_error: 19.1069 - output10_mean_squared_error: 19.0742 - output11_mean_squared_error: 20.7573 - output12_mean_squared_error: 16.5638 - output13_mean_squared_error: 24.9332 - output14_mean_squared_error: 17.4969 - output15_mean_squared_error: 27.2947 - output16_mean_squared_error: 20.7419 - output17_mean_squared_error: 21.5040 - output18_mean_squared_error: 14.1340 - output19_mean_squared_error: 10.2085 - output20_mean_squared_error: 11.7088 - output21_mean_squared_error: 29.4226 - output22_mean_squared_error: 22.2458 - output23_mean_squared_error: 15.3901 - output24_mean_squared_error: 21.3268 - output25_mean_squared_error: 27.7760 - output26_mean_squared_error: 14.5447 - output27_mean_squared_error: 28.4263 - output28_mean_squared_error: 20.1392 - output29_mean_squared_error: 26.0776 Epoch 1734/2000 121/121 [==============================] - 0s 779us/step - loss: 606.4233 - output00_loss: 12.3892 - output01_loss: 13.1731 - output02_loss: 21.2281 - output03_loss: 32.1030 - output04_loss: 25.4013 - output05_loss: 18.4054 - output06_loss: 19.2749 - output07_loss: 21.5421 - output08_loss: 14.0473 - output09_loss: 19.1068 - output10_loss: 19.0742 - output11_loss: 20.7573 - output12_loss: 16.5636 - output13_loss: 24.9321 - output14_loss: 17.4957 - output15_loss: 27.2931 - output16_loss: 20.7419 - output17_loss: 21.5032 - output18_loss: 14.1340 - output19_loss: 10.2071 - output20_loss: 11.7076 - output21_loss: 29.4221 - output22_loss: 22.2457 - output23_loss: 15.3901 - output24_loss: 21.3265 - output25_loss: 27.7759 - output26_loss: 14.5447 - output27_loss: 28.4259 - output28_loss: 20.1373 - output29_loss: 26.0743 - output00_mean_squared_error: 12.3892 - output01_mean_squared_error: 13.1731 - output02_mean_squared_error: 21.2281 - output03_mean_squared_error: 32.1030 - output04_mean_squared_error: 25.4013 - output05_mean_squared_error: 18.4054 - output06_mean_squared_error: 19.2749 - output07_mean_squared_error: 21.5421 - output08_mean_squared_error: 14.0473 - output09_mean_squared_error: 19.1068 - output10_mean_squared_error: 19.0742 - output11_mean_squared_error: 20.7573 - output12_mean_squared_error: 16.5636 - output13_mean_squared_error: 24.9321 - output14_mean_squared_error: 17.4957 - output15_mean_squared_error: 27.2931 - output16_mean_squared_error: 20.7419 - output17_mean_squared_error: 21.5032 - output18_mean_squared_error: 14.1340 - output19_mean_squared_error: 10.2071 - output20_mean_squared_error: 11.7076 - output21_mean_squared_error: 29.4221 - output22_mean_squared_error: 22.2457 - output23_mean_squared_error: 15.3901 - output24_mean_squared_error: 21.3265 - output25_mean_squared_error: 27.7759 - output26_mean_squared_error: 14.5447 - output27_mean_squared_error: 28.4259 - output28_mean_squared_error: 20.1373 - output29_mean_squared_error: 26.0743 Epoch 1735/2000 121/121 [==============================] - 0s 916us/step - loss: 606.4003 - output00_loss: 12.3892 - output01_loss: 13.1720 - output02_loss: 21.2270 - output03_loss: 32.1027 - output04_loss: 25.3991 - output05_loss: 18.4053 - output06_loss: 19.2728 - output07_loss: 21.5405 - output08_loss: 14.0471 - output09_loss: 19.1066 - output10_loss: 19.0741 - output11_loss: 20.7573 - output12_loss: 16.5634 - output13_loss: 24.9310 - output14_loss: 17.4946 - output15_loss: 27.2915 - output16_loss: 20.7419 - output17_loss: 21.5024 - output18_loss: 14.1340 - output19_loss: 10.2058 - output20_loss: 11.7063 - output21_loss: 29.4216 - output22_loss: 22.2455 - output23_loss: 15.3901 - output24_loss: 21.3263 - output25_loss: 27.7758 - output26_loss: 14.5447 - output27_loss: 28.4255 - output28_loss: 20.1354 - output29_loss: 26.0710 - output00_mean_squared_error: 12.3892 - output01_mean_squared_error: 13.1720 - output02_mean_squared_error: 21.2270 - output03_mean_squared_error: 32.1027 - output04_mean_squared_error: 25.3991 - output05_mean_squared_error: 18.4053 - output06_mean_squared_error: 19.2728 - output07_mean_squared_error: 21.5405 - output08_mean_squared_error: 14.0471 - output09_mean_squared_error: 19.1066 - output10_mean_squared_error: 19.0741 - output11_mean_squared_error: 20.7573 - output12_mean_squared_error: 16.5634 - output13_mean_squared_error: 24.9310 - output14_mean_squared_error: 17.4946 - output15_mean_squared_error: 27.2915 - output16_mean_squared_error: 20.7419 - output17_mean_squared_error: 21.5024 - output18_mean_squared_error: 14.1340 - output19_mean_squared_error: 10.2058 - output20_mean_squared_error: 11.7063 - output21_mean_squared_error: 29.4216 - output22_mean_squared_error: 22.2455 - output23_mean_squared_error: 15.3901 - output24_mean_squared_error: 21.3263 - output25_mean_squared_error: 27.7758 - output26_mean_squared_error: 14.5447 - output27_mean_squared_error: 28.4255 - output28_mean_squared_error: 20.1354 - output29_mean_squared_error: 26.0710 Epoch 1736/2000 121/121 [==============================] - 0s 1ms/step - loss: 606.3771 - output00_loss: 12.3892 - output01_loss: 13.1709 - output02_loss: 21.2259 - output03_loss: 32.1024 - output04_loss: 25.3969 - output05_loss: 18.4052 - output06_loss: 19.2706 - output07_loss: 21.5389 - output08_loss: 14.0468 - output09_loss: 19.1065 - output10_loss: 19.0741 - output11_loss: 20.7573 - output12_loss: 16.5632 - output13_loss: 24.9299 - output14_loss: 17.4935 - output15_loss: 27.2900 - output16_loss: 20.7419 - output17_loss: 21.5015 - output18_loss: 14.1340 - output19_loss: 10.2044 - output20_loss: 11.7050 - output21_loss: 29.4212 - output22_loss: 22.2454 - output23_loss: 15.3901 - output24_loss: 21.3260 - output25_loss: 27.7757 - output26_loss: 14.5446 - output27_loss: 28.4251 - output28_loss: 20.1335 - output29_loss: 26.0677 - output00_mean_squared_error: 12.3892 - output01_mean_squared_error: 13.1709 - output02_mean_squared_error: 21.2259 - output03_mean_squared_error: 32.1024 - output04_mean_squared_error: 25.3969 - output05_mean_squared_error: 18.4052 - output06_mean_squared_error: 19.2706 - output07_mean_squared_error: 21.5389 - output08_mean_squared_error: 14.0468 - output09_mean_squared_error: 19.1065 - output10_mean_squared_error: 19.0741 - output11_mean_squared_error: 20.7573 - output12_mean_squared_error: 16.5632 - output13_mean_squared_error: 24.9299 - output14_mean_squared_error: 17.4935 - output15_mean_squared_error: 27.2900 - output16_mean_squared_error: 20.7419 - output17_mean_squared_error: 21.5015 - output18_mean_squared_error: 14.1340 - output19_mean_squared_error: 10.2044 - output20_mean_squared_error: 11.7050 - output21_mean_squared_error: 29.4212 - output22_mean_squared_error: 22.2454 - output23_mean_squared_error: 15.3901 - output24_mean_squared_error: 21.3260 - output25_mean_squared_error: 27.7757 - output26_mean_squared_error: 14.5446 - output27_mean_squared_error: 28.4251 - output28_mean_squared_error: 20.1335 - output29_mean_squared_error: 26.0677 Epoch 1737/2000 121/121 [==============================] - 0s 1ms/step - loss: 606.3540 - output00_loss: 12.3891 - output01_loss: 13.1698 - output02_loss: 21.2248 - output03_loss: 32.1020 - output04_loss: 25.3947 - output05_loss: 18.4051 - output06_loss: 19.2685 - output07_loss: 21.5373 - output08_loss: 14.0465 - output09_loss: 19.1064 - output10_loss: 19.0740 - output11_loss: 20.7573 - output12_loss: 16.5630 - output13_loss: 24.9289 - output14_loss: 17.4923 - output15_loss: 27.2884 - output16_loss: 20.7419 - output17_loss: 21.5007 - output18_loss: 14.1340 - output19_loss: 10.2030 - output20_loss: 11.7038 - output21_loss: 29.4207 - output22_loss: 22.2453 - output23_loss: 15.3900 - output24_loss: 21.3257 - output25_loss: 27.7757 - output26_loss: 14.5446 - output27_loss: 28.4248 - output28_loss: 20.1316 - output29_loss: 26.0643 - output00_mean_squared_error: 12.3891 - output01_mean_squared_error: 13.1698 - output02_mean_squared_error: 21.2248 - output03_mean_squared_error: 32.1020 - output04_mean_squared_error: 25.3947 - output05_mean_squared_error: 18.4051 - output06_mean_squared_error: 19.2685 - output07_mean_squared_error: 21.5373 - output08_mean_squared_error: 14.0465 - output09_mean_squared_error: 19.1064 - output10_mean_squared_error: 19.0740 - output11_mean_squared_error: 20.7573 - output12_mean_squared_error: 16.5630 - output13_mean_squared_error: 24.9289 - output14_mean_squared_error: 17.4923 - output15_mean_squared_error: 27.2884 - output16_mean_squared_error: 20.7419 - output17_mean_squared_error: 21.5007 - output18_mean_squared_error: 14.1340 - output19_mean_squared_error: 10.2030 - output20_mean_squared_error: 11.7038 - output21_mean_squared_error: 29.4207 - output22_mean_squared_error: 22.2453 - output23_mean_squared_error: 15.3900 - output24_mean_squared_error: 21.3257 - output25_mean_squared_error: 27.7757 - output26_mean_squared_error: 14.5446 - output27_mean_squared_error: 28.4248 - output28_mean_squared_error: 20.1316 - output29_mean_squared_error: 26.0643 Epoch 1738/2000 121/121 [==============================] - 0s 946us/step - loss: 606.3312 - output00_loss: 12.3891 - output01_loss: 13.1687 - output02_loss: 21.2237 - output03_loss: 32.1017 - output04_loss: 25.3925 - output05_loss: 18.4050 - output06_loss: 19.2663 - output07_loss: 21.5357 - output08_loss: 14.0462 - output09_loss: 19.1062 - output10_loss: 19.0740 - output11_loss: 20.7573 - output12_loss: 16.5628 - output13_loss: 24.9278 - output14_loss: 17.4912 - output15_loss: 27.2868 - output16_loss: 20.7419 - output17_loss: 21.4999 - output18_loss: 14.1340 - output19_loss: 10.2017 - output20_loss: 11.7025 - output21_loss: 29.4203 - output22_loss: 22.2452 - output23_loss: 15.3900 - output24_loss: 21.3254 - output25_loss: 27.7756 - output26_loss: 14.5446 - output27_loss: 28.4244 - output28_loss: 20.1296 - output29_loss: 26.0610 - output00_mean_squared_error: 12.3891 - output01_mean_squared_error: 13.1687 - output02_mean_squared_error: 21.2237 - output03_mean_squared_error: 32.1017 - output04_mean_squared_error: 25.3925 - output05_mean_squared_error: 18.4050 - output06_mean_squared_error: 19.2663 - output07_mean_squared_error: 21.5357 - output08_mean_squared_error: 14.0462 - output09_mean_squared_error: 19.1062 - output10_mean_squared_error: 19.0740 - output11_mean_squared_error: 20.7573 - output12_mean_squared_error: 16.5628 - output13_mean_squared_error: 24.9278 - output14_mean_squared_error: 17.4912 - output15_mean_squared_error: 27.2868 - output16_mean_squared_error: 20.7419 - output17_mean_squared_error: 21.4999 - output18_mean_squared_error: 14.1340 - output19_mean_squared_error: 10.2017 - output20_mean_squared_error: 11.7025 - output21_mean_squared_error: 29.4203 - output22_mean_squared_error: 22.2452 - output23_mean_squared_error: 15.3900 - output24_mean_squared_error: 21.3254 - output25_mean_squared_error: 27.7756 - output26_mean_squared_error: 14.5446 - output27_mean_squared_error: 28.4244 - output28_mean_squared_error: 20.1296 - output29_mean_squared_error: 26.0610 Epoch 1739/2000 121/121 [==============================] - 0s 1ms/step - loss: 606.3082 - output00_loss: 12.3891 - output01_loss: 13.1676 - output02_loss: 21.2226 - output03_loss: 32.1014 - output04_loss: 25.3903 - output05_loss: 18.4049 - output06_loss: 19.2642 - output07_loss: 21.5341 - output08_loss: 14.0460 - output09_loss: 19.1061 - output10_loss: 19.0739 - output11_loss: 20.7573 - output12_loss: 16.5626 - output13_loss: 24.9267 - output14_loss: 17.4901 - output15_loss: 27.2853 - output16_loss: 20.7419 - output17_loss: 21.4990 - output18_loss: 14.1339 - output19_loss: 10.2003 - output20_loss: 11.7012 - output21_loss: 29.4198 - output22_loss: 22.2451 - output23_loss: 15.3900 - output24_loss: 21.3251 - output25_loss: 27.7755 - output26_loss: 14.5446 - output27_loss: 28.4240 - output28_loss: 20.1277 - output29_loss: 26.0577 - output00_mean_squared_error: 12.3891 - output01_mean_squared_error: 13.1676 - output02_mean_squared_error: 21.2226 - output03_mean_squared_error: 32.1014 - output04_mean_squared_error: 25.3903 - output05_mean_squared_error: 18.4049 - output06_mean_squared_error: 19.2642 - output07_mean_squared_error: 21.5341 - output08_mean_squared_error: 14.0460 - output09_mean_squared_error: 19.1061 - output10_mean_squared_error: 19.0739 - output11_mean_squared_error: 20.7573 - output12_mean_squared_error: 16.5626 - output13_mean_squared_error: 24.9267 - output14_mean_squared_error: 17.4901 - output15_mean_squared_error: 27.2853 - output16_mean_squared_error: 20.7419 - output17_mean_squared_error: 21.4990 - output18_mean_squared_error: 14.1339 - output19_mean_squared_error: 10.2003 - output20_mean_squared_error: 11.7012 - output21_mean_squared_error: 29.4198 - output22_mean_squared_error: 22.2451 - output23_mean_squared_error: 15.3900 - output24_mean_squared_error: 21.3251 - output25_mean_squared_error: 27.7755 - output26_mean_squared_error: 14.5446 - output27_mean_squared_error: 28.4240 - output28_mean_squared_error: 20.1277 - output29_mean_squared_error: 26.0577 Epoch 1740/2000 121/121 [==============================] - 0s 1ms/step - loss: 606.2853 - output00_loss: 12.3891 - output01_loss: 13.1665 - output02_loss: 21.2215 - output03_loss: 32.1011 - output04_loss: 25.3881 - output05_loss: 18.4048 - output06_loss: 19.2621 - output07_loss: 21.5325 - output08_loss: 14.0457 - output09_loss: 19.1060 - output10_loss: 19.0739 - output11_loss: 20.7573 - output12_loss: 16.5623 - output13_loss: 24.9256 - output14_loss: 17.4890 - output15_loss: 27.2837 - output16_loss: 20.7419 - output17_loss: 21.4982 - output18_loss: 14.1339 - output19_loss: 10.1990 - output20_loss: 11.7000 - output21_loss: 29.4193 - output22_loss: 22.2450 - output23_loss: 15.3900 - output24_loss: 21.3248 - output25_loss: 27.7754 - output26_loss: 14.5446 - output27_loss: 28.4236 - output28_loss: 20.1258 - output29_loss: 26.0544 - output00_mean_squared_error: 12.3891 - output01_mean_squared_error: 13.1665 - output02_mean_squared_error: 21.2215 - output03_mean_squared_error: 32.1011 - output04_mean_squared_error: 25.3881 - output05_mean_squared_error: 18.4048 - output06_mean_squared_error: 19.2621 - output07_mean_squared_error: 21.5325 - output08_mean_squared_error: 14.0457 - output09_mean_squared_error: 19.1060 - output10_mean_squared_error: 19.0739 - output11_mean_squared_error: 20.7573 - output12_mean_squared_error: 16.5623 - output13_mean_squared_error: 24.9256 - output14_mean_squared_error: 17.4890 - output15_mean_squared_error: 27.2837 - output16_mean_squared_error: 20.7419 - output17_mean_squared_error: 21.4982 - output18_mean_squared_error: 14.1339 - output19_mean_squared_error: 10.1990 - output20_mean_squared_error: 11.7000 - output21_mean_squared_error: 29.4193 - output22_mean_squared_error: 22.2450 - output23_mean_squared_error: 15.3900 - output24_mean_squared_error: 21.3248 - output25_mean_squared_error: 27.7754 - output26_mean_squared_error: 14.5446 - output27_mean_squared_error: 28.4236 - output28_mean_squared_error: 20.1258 - output29_mean_squared_error: 26.0544 Epoch 1741/2000 121/121 [==============================] - 0s 536us/step - loss: 606.2624 - output00_loss: 12.3891 - output01_loss: 13.1654 - output02_loss: 21.2205 - output03_loss: 32.1008 - output04_loss: 25.3859 - output05_loss: 18.4047 - output06_loss: 19.2600 - output07_loss: 21.5309 - output08_loss: 14.0455 - output09_loss: 19.1058 - output10_loss: 19.0738 - output11_loss: 20.7573 - output12_loss: 16.5621 - output13_loss: 24.9246 - output14_loss: 17.4879 - output15_loss: 27.2822 - output16_loss: 20.7418 - output17_loss: 21.4974 - output18_loss: 14.1339 - output19_loss: 10.1976 - output20_loss: 11.6987 - output21_loss: 29.4189 - output22_loss: 22.2449 - output23_loss: 15.3900 - output24_loss: 21.3246 - output25_loss: 27.7753 - output26_loss: 14.5446 - output27_loss: 28.4233 - output28_loss: 20.1239 - output29_loss: 26.0511 - output00_mean_squared_error: 12.3891 - output01_mean_squared_error: 13.1654 - output02_mean_squared_error: 21.2205 - output03_mean_squared_error: 32.1008 - output04_mean_squared_error: 25.3859 - output05_mean_squared_error: 18.4047 - output06_mean_squared_error: 19.2600 - output07_mean_squared_error: 21.5309 - output08_mean_squared_error: 14.0455 - output09_mean_squared_error: 19.1058 - output10_mean_squared_error: 19.0738 - output11_mean_squared_error: 20.7573 - output12_mean_squared_error: 16.5621 - output13_mean_squared_error: 24.9246 - output14_mean_squared_error: 17.4879 - output15_mean_squared_error: 27.2822 - output16_mean_squared_error: 20.7418 - output17_mean_squared_error: 21.4974 - output18_mean_squared_error: 14.1339 - output19_mean_squared_error: 10.1976 - output20_mean_squared_error: 11.6987 - output21_mean_squared_error: 29.4189 - output22_mean_squared_error: 22.2449 - output23_mean_squared_error: 15.3900 - output24_mean_squared_error: 21.3246 - output25_mean_squared_error: 27.7753 - output26_mean_squared_error: 14.5446 - output27_mean_squared_error: 28.4233 - output28_mean_squared_error: 20.1239 - output29_mean_squared_error: 26.0511 Epoch 1742/2000 121/121 [==============================] - 0s 1ms/step - loss: 606.2396 - output00_loss: 12.3891 - output01_loss: 13.1644 - output02_loss: 21.2194 - output03_loss: 32.1004 - output04_loss: 25.3838 - output05_loss: 18.4047 - output06_loss: 19.2579 - output07_loss: 21.5293 - output08_loss: 14.0452 - output09_loss: 19.1057 - output10_loss: 19.0738 - output11_loss: 20.7572 - output12_loss: 16.5619 - output13_loss: 24.9235 - output14_loss: 17.4868 - output15_loss: 27.2806 - output16_loss: 20.7418 - output17_loss: 21.4966 - output18_loss: 14.1339 - output19_loss: 10.1963 - output20_loss: 11.6975 - output21_loss: 29.4184 - output22_loss: 22.2448 - output23_loss: 15.3900 - output24_loss: 21.3243 - output25_loss: 27.7753 - output26_loss: 14.5446 - output27_loss: 28.4229 - output28_loss: 20.1220 - output29_loss: 26.0478 - output00_mean_squared_error: 12.3891 - output01_mean_squared_error: 13.1644 - output02_mean_squared_error: 21.2194 - output03_mean_squared_error: 32.1004 - output04_mean_squared_error: 25.3838 - output05_mean_squared_error: 18.4047 - output06_mean_squared_error: 19.2579 - output07_mean_squared_error: 21.5293 - output08_mean_squared_error: 14.0452 - output09_mean_squared_error: 19.1057 - output10_mean_squared_error: 19.0738 - output11_mean_squared_error: 20.7572 - output12_mean_squared_error: 16.5619 - output13_mean_squared_error: 24.9235 - output14_mean_squared_error: 17.4868 - output15_mean_squared_error: 27.2806 - output16_mean_squared_error: 20.7418 - output17_mean_squared_error: 21.4966 - output18_mean_squared_error: 14.1339 - output19_mean_squared_error: 10.1963 - output20_mean_squared_error: 11.6975 - output21_mean_squared_error: 29.4184 - output22_mean_squared_error: 22.2448 - output23_mean_squared_error: 15.3900 - output24_mean_squared_error: 21.3243 - output25_mean_squared_error: 27.7753 - output26_mean_squared_error: 14.5446 - output27_mean_squared_error: 28.4229 - output28_mean_squared_error: 20.1220 - output29_mean_squared_error: 26.0478 Epoch 1743/2000 121/121 [==============================] - 0s 861us/step - loss: 606.2168 - output00_loss: 12.3891 - output01_loss: 13.1633 - output02_loss: 21.2183 - output03_loss: 32.1001 - output04_loss: 25.3816 - output05_loss: 18.4046 - output06_loss: 19.2557 - output07_loss: 21.5277 - output08_loss: 14.0449 - output09_loss: 19.1055 - output10_loss: 19.0737 - output11_loss: 20.7572 - output12_loss: 16.5617 - output13_loss: 24.9225 - output14_loss: 17.4857 - output15_loss: 27.2791 - output16_loss: 20.7418 - output17_loss: 21.4957 - output18_loss: 14.1339 - output19_loss: 10.1949 - output20_loss: 11.6962 - output21_loss: 29.4180 - output22_loss: 22.2446 - output23_loss: 15.3899 - output24_loss: 21.3240 - output25_loss: 27.7752 - output26_loss: 14.5446 - output27_loss: 28.4225 - output28_loss: 20.1201 - output29_loss: 26.0445 - output00_mean_squared_error: 12.3891 - output01_mean_squared_error: 13.1633 - output02_mean_squared_error: 21.2183 - output03_mean_squared_error: 32.1001 - output04_mean_squared_error: 25.3816 - output05_mean_squared_error: 18.4046 - output06_mean_squared_error: 19.2557 - output07_mean_squared_error: 21.5277 - output08_mean_squared_error: 14.0449 - output09_mean_squared_error: 19.1055 - output10_mean_squared_error: 19.0737 - output11_mean_squared_error: 20.7572 - output12_mean_squared_error: 16.5617 - output13_mean_squared_error: 24.9225 - output14_mean_squared_error: 17.4857 - output15_mean_squared_error: 27.2791 - output16_mean_squared_error: 20.7418 - output17_mean_squared_error: 21.4957 - output18_mean_squared_error: 14.1339 - output19_mean_squared_error: 10.1949 - output20_mean_squared_error: 11.6962 - output21_mean_squared_error: 29.4180 - output22_mean_squared_error: 22.2446 - output23_mean_squared_error: 15.3899 - output24_mean_squared_error: 21.3240 - output25_mean_squared_error: 27.7752 - output26_mean_squared_error: 14.5446 - output27_mean_squared_error: 28.4225 - output28_mean_squared_error: 20.1201 - output29_mean_squared_error: 26.0445 Epoch 1744/2000 121/121 [==============================] - 0s 1ms/step - loss: 606.1941 - output00_loss: 12.3891 - output01_loss: 13.1622 - output02_loss: 21.2172 - output03_loss: 32.0998 - output04_loss: 25.3794 - output05_loss: 18.4045 - output06_loss: 19.2536 - output07_loss: 21.5261 - output08_loss: 14.0447 - output09_loss: 19.1054 - output10_loss: 19.0737 - output11_loss: 20.7572 - output12_loss: 16.5615 - output13_loss: 24.9214 - output14_loss: 17.4845 - output15_loss: 27.2775 - output16_loss: 20.7418 - output17_loss: 21.4949 - output18_loss: 14.1339 - output19_loss: 10.1936 - output20_loss: 11.6950 - output21_loss: 29.4175 - output22_loss: 22.2445 - output23_loss: 15.3899 - output24_loss: 21.3237 - output25_loss: 27.7751 - output26_loss: 14.5445 - output27_loss: 28.4222 - output28_loss: 20.1182 - output29_loss: 26.0413 - output00_mean_squared_error: 12.3891 - output01_mean_squared_error: 13.1622 - output02_mean_squared_error: 21.2172 - output03_mean_squared_error: 32.0998 - output04_mean_squared_error: 25.3794 - output05_mean_squared_error: 18.4045 - output06_mean_squared_error: 19.2536 - output07_mean_squared_error: 21.5261 - output08_mean_squared_error: 14.0447 - output09_mean_squared_error: 19.1054 - output10_mean_squared_error: 19.0737 - output11_mean_squared_error: 20.7572 - output12_mean_squared_error: 16.5615 - output13_mean_squared_error: 24.9214 - output14_mean_squared_error: 17.4845 - output15_mean_squared_error: 27.2775 - output16_mean_squared_error: 20.7418 - output17_mean_squared_error: 21.4949 - output18_mean_squared_error: 14.1339 - output19_mean_squared_error: 10.1936 - output20_mean_squared_error: 11.6950 - output21_mean_squared_error: 29.4175 - output22_mean_squared_error: 22.2445 - output23_mean_squared_error: 15.3899 - output24_mean_squared_error: 21.3237 - output25_mean_squared_error: 27.7751 - output26_mean_squared_error: 14.5445 - output27_mean_squared_error: 28.4222 - output28_mean_squared_error: 20.1182 - output29_mean_squared_error: 26.0413 Epoch 1745/2000 121/121 [==============================] - 0s 1ms/step - loss: 606.1713 - output00_loss: 12.3891 - output01_loss: 13.1611 - output02_loss: 21.2161 - output03_loss: 32.0995 - output04_loss: 25.3772 - output05_loss: 18.4044 - output06_loss: 19.2515 - output07_loss: 21.5245 - output08_loss: 14.0444 - output09_loss: 19.1053 - output10_loss: 19.0736 - output11_loss: 20.7572 - output12_loss: 16.5613 - output13_loss: 24.9204 - output14_loss: 17.4834 - output15_loss: 27.2760 - output16_loss: 20.7418 - output17_loss: 21.4941 - output18_loss: 14.1338 - output19_loss: 10.1923 - output20_loss: 11.6937 - output21_loss: 29.4171 - output22_loss: 22.2444 - output23_loss: 15.3899 - output24_loss: 21.3235 - output25_loss: 27.7750 - output26_loss: 14.5445 - output27_loss: 28.4218 - output28_loss: 20.1163 - output29_loss: 26.0380 - output00_mean_squared_error: 12.3891 - output01_mean_squared_error: 13.1611 - output02_mean_squared_error: 21.2161 - output03_mean_squared_error: 32.0995 - output04_mean_squared_error: 25.3772 - output05_mean_squared_error: 18.4044 - output06_mean_squared_error: 19.2515 - output07_mean_squared_error: 21.5245 - output08_mean_squared_error: 14.0444 - output09_mean_squared_error: 19.1053 - output10_mean_squared_error: 19.0736 - output11_mean_squared_error: 20.7572 - output12_mean_squared_error: 16.5613 - output13_mean_squared_error: 24.9204 - output14_mean_squared_error: 17.4834 - output15_mean_squared_error: 27.2760 - output16_mean_squared_error: 20.7418 - output17_mean_squared_error: 21.4941 - output18_mean_squared_error: 14.1338 - output19_mean_squared_error: 10.1923 - output20_mean_squared_error: 11.6937 - output21_mean_squared_error: 29.4171 - output22_mean_squared_error: 22.2444 - output23_mean_squared_error: 15.3899 - output24_mean_squared_error: 21.3235 - output25_mean_squared_error: 27.7750 - output26_mean_squared_error: 14.5445 - output27_mean_squared_error: 28.4218 - output28_mean_squared_error: 20.1163 - output29_mean_squared_error: 26.0380 Epoch 1746/2000 121/121 [==============================] - 0s 641us/step - loss: 606.1487 - output00_loss: 12.3891 - output01_loss: 13.1600 - output02_loss: 21.2151 - output03_loss: 32.0992 - output04_loss: 25.3751 - output05_loss: 18.4043 - output06_loss: 19.2494 - output07_loss: 21.5229 - output08_loss: 14.0441 - output09_loss: 19.1052 - output10_loss: 19.0736 - output11_loss: 20.7572 - output12_loss: 16.5611 - output13_loss: 24.9193 - output14_loss: 17.4823 - output15_loss: 27.2744 - output16_loss: 20.7418 - output17_loss: 21.4933 - output18_loss: 14.1338 - output19_loss: 10.1909 - output20_loss: 11.6925 - output21_loss: 29.4166 - output22_loss: 22.2443 - output23_loss: 15.3899 - output24_loss: 21.3232 - output25_loss: 27.7749 - output26_loss: 14.5445 - output27_loss: 28.4214 - output28_loss: 20.1144 - output29_loss: 26.0347 - output00_mean_squared_error: 12.3891 - output01_mean_squared_error: 13.1600 - output02_mean_squared_error: 21.2151 - output03_mean_squared_error: 32.0992 - output04_mean_squared_error: 25.3751 - output05_mean_squared_error: 18.4043 - output06_mean_squared_error: 19.2494 - output07_mean_squared_error: 21.5229 - output08_mean_squared_error: 14.0441 - output09_mean_squared_error: 19.1052 - output10_mean_squared_error: 19.0736 - output11_mean_squared_error: 20.7572 - output12_mean_squared_error: 16.5611 - output13_mean_squared_error: 24.9193 - output14_mean_squared_error: 17.4823 - output15_mean_squared_error: 27.2744 - output16_mean_squared_error: 20.7418 - output17_mean_squared_error: 21.4933 - output18_mean_squared_error: 14.1338 - output19_mean_squared_error: 10.1909 - output20_mean_squared_error: 11.6925 - output21_mean_squared_error: 29.4166 - output22_mean_squared_error: 22.2443 - output23_mean_squared_error: 15.3899 - output24_mean_squared_error: 21.3232 - output25_mean_squared_error: 27.7749 - output26_mean_squared_error: 14.5445 - output27_mean_squared_error: 28.4214 - output28_mean_squared_error: 20.1144 - output29_mean_squared_error: 26.0347 Epoch 1747/2000 121/121 [==============================] - 0s 650us/step - loss: 606.1260 - output00_loss: 12.3891 - output01_loss: 13.1589 - output02_loss: 21.2140 - output03_loss: 32.0989 - output04_loss: 25.3729 - output05_loss: 18.4042 - output06_loss: 19.2473 - output07_loss: 21.5213 - output08_loss: 14.0439 - output09_loss: 19.1050 - output10_loss: 19.0735 - output11_loss: 20.7572 - output12_loss: 16.5609 - output13_loss: 24.9183 - output14_loss: 17.4812 - output15_loss: 27.2729 - output16_loss: 20.7418 - output17_loss: 21.4925 - output18_loss: 14.1338 - output19_loss: 10.1896 - output20_loss: 11.6912 - output21_loss: 29.4162 - output22_loss: 22.2442 - output23_loss: 15.3899 - output24_loss: 21.3229 - output25_loss: 27.7749 - output26_loss: 14.5445 - output27_loss: 28.4211 - output28_loss: 20.1125 - output29_loss: 26.0314 - output00_mean_squared_error: 12.3891 - output01_mean_squared_error: 13.1589 - output02_mean_squared_error: 21.2140 - output03_mean_squared_error: 32.0989 - output04_mean_squared_error: 25.3729 - output05_mean_squared_error: 18.4042 - output06_mean_squared_error: 19.2473 - output07_mean_squared_error: 21.5213 - output08_mean_squared_error: 14.0439 - output09_mean_squared_error: 19.1050 - output10_mean_squared_error: 19.0735 - output11_mean_squared_error: 20.7572 - output12_mean_squared_error: 16.5609 - output13_mean_squared_error: 24.9183 - output14_mean_squared_error: 17.4812 - output15_mean_squared_error: 27.2729 - output16_mean_squared_error: 20.7418 - output17_mean_squared_error: 21.4925 - output18_mean_squared_error: 14.1338 - output19_mean_squared_error: 10.1896 - output20_mean_squared_error: 11.6912 - output21_mean_squared_error: 29.4162 - output22_mean_squared_error: 22.2442 - output23_mean_squared_error: 15.3899 - output24_mean_squared_error: 21.3229 - output25_mean_squared_error: 27.7749 - output26_mean_squared_error: 14.5445 - output27_mean_squared_error: 28.4211 - output28_mean_squared_error: 20.1125 - output29_mean_squared_error: 26.0314 Epoch 1748/2000 121/121 [==============================] - 0s 580us/step - loss: 606.1035 - output00_loss: 12.3891 - output01_loss: 13.1579 - output02_loss: 21.2129 - output03_loss: 32.0986 - output04_loss: 25.3708 - output05_loss: 18.4041 - output06_loss: 19.2452 - output07_loss: 21.5197 - output08_loss: 14.0436 - output09_loss: 19.1049 - output10_loss: 19.0735 - output11_loss: 20.7572 - output12_loss: 16.5607 - output13_loss: 24.9172 - output14_loss: 17.4801 - output15_loss: 27.2713 - output16_loss: 20.7418 - output17_loss: 21.4917 - output18_loss: 14.1338 - output19_loss: 10.1882 - output20_loss: 11.6900 - output21_loss: 29.4157 - output22_loss: 22.2441 - output23_loss: 15.3899 - output24_loss: 21.3227 - output25_loss: 27.7748 - output26_loss: 14.5445 - output27_loss: 28.4207 - output28_loss: 20.1106 - output29_loss: 26.0282 - output00_mean_squared_error: 12.3891 - output01_mean_squared_error: 13.1579 - output02_mean_squared_error: 21.2129 - output03_mean_squared_error: 32.0986 - output04_mean_squared_error: 25.3708 - output05_mean_squared_error: 18.4041 - output06_mean_squared_error: 19.2452 - output07_mean_squared_error: 21.5197 - output08_mean_squared_error: 14.0436 - output09_mean_squared_error: 19.1049 - output10_mean_squared_error: 19.0735 - output11_mean_squared_error: 20.7572 - output12_mean_squared_error: 16.5607 - output13_mean_squared_error: 24.9172 - output14_mean_squared_error: 17.4801 - output15_mean_squared_error: 27.2713 - output16_mean_squared_error: 20.7418 - output17_mean_squared_error: 21.4917 - output18_mean_squared_error: 14.1338 - output19_mean_squared_error: 10.1882 - output20_mean_squared_error: 11.6900 - output21_mean_squared_error: 29.4157 - output22_mean_squared_error: 22.2441 - output23_mean_squared_error: 15.3899 - output24_mean_squared_error: 21.3227 - output25_mean_squared_error: 27.7748 - output26_mean_squared_error: 14.5445 - output27_mean_squared_error: 28.4207 - output28_mean_squared_error: 20.1106 - output29_mean_squared_error: 26.0282 Epoch 1749/2000 121/121 [==============================] - 0s 842us/step - loss: 606.0809 - output00_loss: 12.3891 - output01_loss: 13.1568 - output02_loss: 21.2119 - output03_loss: 32.0983 - output04_loss: 25.3686 - output05_loss: 18.4041 - output06_loss: 19.2431 - output07_loss: 21.5181 - output08_loss: 14.0434 - output09_loss: 19.1048 - output10_loss: 19.0735 - output11_loss: 20.7572 - output12_loss: 16.5605 - output13_loss: 24.9162 - output14_loss: 17.4790 - output15_loss: 27.2698 - output16_loss: 20.7418 - output17_loss: 21.4908 - output18_loss: 14.1338 - output19_loss: 10.1869 - output20_loss: 11.6887 - output21_loss: 29.4153 - output22_loss: 22.2440 - output23_loss: 15.3898 - output24_loss: 21.3224 - output25_loss: 27.7747 - output26_loss: 14.5445 - output27_loss: 28.4203 - output28_loss: 20.1088 - output29_loss: 26.0249 - output00_mean_squared_error: 12.3891 - output01_mean_squared_error: 13.1568 - output02_mean_squared_error: 21.2119 - output03_mean_squared_error: 32.0983 - output04_mean_squared_error: 25.3686 - output05_mean_squared_error: 18.4041 - output06_mean_squared_error: 19.2431 - output07_mean_squared_error: 21.5181 - output08_mean_squared_error: 14.0434 - output09_mean_squared_error: 19.1048 - output10_mean_squared_error: 19.0735 - output11_mean_squared_error: 20.7572 - output12_mean_squared_error: 16.5605 - output13_mean_squared_error: 24.9162 - output14_mean_squared_error: 17.4790 - output15_mean_squared_error: 27.2698 - output16_mean_squared_error: 20.7418 - output17_mean_squared_error: 21.4908 - output18_mean_squared_error: 14.1338 - output19_mean_squared_error: 10.1869 - output20_mean_squared_error: 11.6887 - output21_mean_squared_error: 29.4153 - output22_mean_squared_error: 22.2440 - output23_mean_squared_error: 15.3898 - output24_mean_squared_error: 21.3224 - output25_mean_squared_error: 27.7747 - output26_mean_squared_error: 14.5445 - output27_mean_squared_error: 28.4203 - output28_mean_squared_error: 20.1088 - output29_mean_squared_error: 26.0249 Epoch 1750/2000 121/121 [==============================] - 0s 1ms/step - loss: 606.0585 - output00_loss: 12.3891 - output01_loss: 13.1557 - output02_loss: 21.2108 - output03_loss: 32.0979 - output04_loss: 25.3664 - output05_loss: 18.4040 - output06_loss: 19.2410 - output07_loss: 21.5166 - output08_loss: 14.0431 - output09_loss: 19.1046 - output10_loss: 19.0734 - output11_loss: 20.7572 - output12_loss: 16.5603 - output13_loss: 24.9151 - output14_loss: 17.4780 - output15_loss: 27.2683 - output16_loss: 20.7418 - output17_loss: 21.4900 - output18_loss: 14.1338 - output19_loss: 10.1856 - output20_loss: 11.6875 - output21_loss: 29.4148 - output22_loss: 22.2439 - output23_loss: 15.3898 - output24_loss: 21.3221 - output25_loss: 27.7746 - output26_loss: 14.5445 - output27_loss: 28.4200 - output28_loss: 20.1069 - output29_loss: 26.0216 - output00_mean_squared_error: 12.3891 - output01_mean_squared_error: 13.1557 - output02_mean_squared_error: 21.2108 - output03_mean_squared_error: 32.0979 - output04_mean_squared_error: 25.3664 - output05_mean_squared_error: 18.4040 - output06_mean_squared_error: 19.2410 - output07_mean_squared_error: 21.5166 - output08_mean_squared_error: 14.0431 - output09_mean_squared_error: 19.1046 - output10_mean_squared_error: 19.0734 - output11_mean_squared_error: 20.7572 - output12_mean_squared_error: 16.5603 - output13_mean_squared_error: 24.9151 - output14_mean_squared_error: 17.4780 - output15_mean_squared_error: 27.2683 - output16_mean_squared_error: 20.7418 - output17_mean_squared_error: 21.4900 - output18_mean_squared_error: 14.1338 - output19_mean_squared_error: 10.1856 - output20_mean_squared_error: 11.6875 - output21_mean_squared_error: 29.4148 - output22_mean_squared_error: 22.2439 - output23_mean_squared_error: 15.3898 - output24_mean_squared_error: 21.3221 - output25_mean_squared_error: 27.7746 - output26_mean_squared_error: 14.5445 - output27_mean_squared_error: 28.4200 - output28_mean_squared_error: 20.1069 - output29_mean_squared_error: 26.0216 Epoch 1751/2000 121/121 [==============================] - 0s 1ms/step - loss: 606.0359 - output00_loss: 12.3891 - output01_loss: 13.1547 - output02_loss: 21.2097 - output03_loss: 32.0976 - output04_loss: 25.3643 - output05_loss: 18.4039 - output06_loss: 19.2390 - output07_loss: 21.5150 - output08_loss: 14.0428 - output09_loss: 19.1045 - output10_loss: 19.0734 - output11_loss: 20.7572 - output12_loss: 16.5601 - output13_loss: 24.9141 - output14_loss: 17.4769 - output15_loss: 27.2667 - output16_loss: 20.7418 - output17_loss: 21.4892 - output18_loss: 14.1337 - output19_loss: 10.1842 - output20_loss: 11.6863 - output21_loss: 29.4144 - output22_loss: 22.2438 - output23_loss: 15.3898 - output24_loss: 21.3218 - output25_loss: 27.7746 - output26_loss: 14.5444 - output27_loss: 28.4196 - output28_loss: 20.1050 - output29_loss: 26.0184 - output00_mean_squared_error: 12.3891 - output01_mean_squared_error: 13.1547 - output02_mean_squared_error: 21.2097 - output03_mean_squared_error: 32.0976 - output04_mean_squared_error: 25.3643 - output05_mean_squared_error: 18.4039 - output06_mean_squared_error: 19.2390 - output07_mean_squared_error: 21.5150 - output08_mean_squared_error: 14.0428 - output09_mean_squared_error: 19.1045 - output10_mean_squared_error: 19.0734 - output11_mean_squared_error: 20.7572 - output12_mean_squared_error: 16.5601 - output13_mean_squared_error: 24.9141 - output14_mean_squared_error: 17.4769 - output15_mean_squared_error: 27.2667 - output16_mean_squared_error: 20.7418 - output17_mean_squared_error: 21.4892 - output18_mean_squared_error: 14.1337 - output19_mean_squared_error: 10.1842 - output20_mean_squared_error: 11.6863 - output21_mean_squared_error: 29.4144 - output22_mean_squared_error: 22.2438 - output23_mean_squared_error: 15.3898 - output24_mean_squared_error: 21.3218 - output25_mean_squared_error: 27.7746 - output26_mean_squared_error: 14.5444 - output27_mean_squared_error: 28.4196 - output28_mean_squared_error: 20.1050 - output29_mean_squared_error: 26.0184 Epoch 1752/2000 121/121 [==============================] - 0s 1ms/step - loss: 606.0135 - output00_loss: 12.3891 - output01_loss: 13.1536 - output02_loss: 21.2087 - output03_loss: 32.0973 - output04_loss: 25.3622 - output05_loss: 18.4038 - output06_loss: 19.2369 - output07_loss: 21.5134 - output08_loss: 14.0426 - output09_loss: 19.1044 - output10_loss: 19.0733 - output11_loss: 20.7572 - output12_loss: 16.5599 - output13_loss: 24.9130 - output14_loss: 17.4758 - output15_loss: 27.2652 - output16_loss: 20.7417 - output17_loss: 21.4884 - output18_loss: 14.1337 - output19_loss: 10.1829 - output20_loss: 11.6850 - output21_loss: 29.4140 - output22_loss: 22.2437 - output23_loss: 15.3898 - output24_loss: 21.3216 - output25_loss: 27.7745 - output26_loss: 14.5444 - output27_loss: 28.4193 - output28_loss: 20.1031 - output29_loss: 26.0151 - output00_mean_squared_error: 12.3891 - output01_mean_squared_error: 13.1536 - output02_mean_squared_error: 21.2087 - output03_mean_squared_error: 32.0973 - output04_mean_squared_error: 25.3622 - output05_mean_squared_error: 18.4038 - output06_mean_squared_error: 19.2369 - output07_mean_squared_error: 21.5134 - output08_mean_squared_error: 14.0426 - output09_mean_squared_error: 19.1044 - output10_mean_squared_error: 19.0733 - output11_mean_squared_error: 20.7572 - output12_mean_squared_error: 16.5599 - output13_mean_squared_error: 24.9130 - output14_mean_squared_error: 17.4758 - output15_mean_squared_error: 27.2652 - output16_mean_squared_error: 20.7417 - output17_mean_squared_error: 21.4884 - output18_mean_squared_error: 14.1337 - output19_mean_squared_error: 10.1829 - output20_mean_squared_error: 11.6850 - output21_mean_squared_error: 29.4140 - output22_mean_squared_error: 22.2437 - output23_mean_squared_error: 15.3898 - output24_mean_squared_error: 21.3216 - output25_mean_squared_error: 27.7745 - output26_mean_squared_error: 14.5444 - output27_mean_squared_error: 28.4193 - output28_mean_squared_error: 20.1031 - output29_mean_squared_error: 26.0151 Epoch 1753/2000 121/121 [==============================] - 0s 678us/step - loss: 605.9911 - output00_loss: 12.3891 - output01_loss: 13.1525 - output02_loss: 21.2076 - output03_loss: 32.0970 - output04_loss: 25.3600 - output05_loss: 18.4037 - output06_loss: 19.2348 - output07_loss: 21.5119 - output08_loss: 14.0423 - output09_loss: 19.1042 - output10_loss: 19.0733 - output11_loss: 20.7572 - output12_loss: 16.5597 - output13_loss: 24.9120 - output14_loss: 17.4747 - output15_loss: 27.2637 - output16_loss: 20.7417 - output17_loss: 21.4876 - output18_loss: 14.1337 - output19_loss: 10.1816 - output20_loss: 11.6838 - output21_loss: 29.4135 - output22_loss: 22.2436 - output23_loss: 15.3898 - output24_loss: 21.3213 - output25_loss: 27.7744 - output26_loss: 14.5444 - output27_loss: 28.4189 - output28_loss: 20.1013 - output29_loss: 26.0119 - output00_mean_squared_error: 12.3891 - output01_mean_squared_error: 13.1525 - output02_mean_squared_error: 21.2076 - output03_mean_squared_error: 32.0970 - output04_mean_squared_error: 25.3600 - output05_mean_squared_error: 18.4037 - output06_mean_squared_error: 19.2348 - output07_mean_squared_error: 21.5119 - output08_mean_squared_error: 14.0423 - output09_mean_squared_error: 19.1042 - output10_mean_squared_error: 19.0733 - output11_mean_squared_error: 20.7572 - output12_mean_squared_error: 16.5597 - output13_mean_squared_error: 24.9120 - output14_mean_squared_error: 17.4747 - output15_mean_squared_error: 27.2637 - output16_mean_squared_error: 20.7417 - output17_mean_squared_error: 21.4876 - output18_mean_squared_error: 14.1337 - output19_mean_squared_error: 10.1816 - output20_mean_squared_error: 11.6838 - output21_mean_squared_error: 29.4135 - output22_mean_squared_error: 22.2436 - output23_mean_squared_error: 15.3898 - output24_mean_squared_error: 21.3213 - output25_mean_squared_error: 27.7744 - output26_mean_squared_error: 14.5444 - output27_mean_squared_error: 28.4189 - output28_mean_squared_error: 20.1013 - output29_mean_squared_error: 26.0119 Epoch 1754/2000 121/121 [==============================] - 0s 887us/step - loss: 605.9688 - output00_loss: 12.3891 - output01_loss: 13.1515 - output02_loss: 21.2066 - output03_loss: 32.0967 - output04_loss: 25.3579 - output05_loss: 18.4036 - output06_loss: 19.2327 - output07_loss: 21.5103 - output08_loss: 14.0421 - output09_loss: 19.1041 - output10_loss: 19.0732 - output11_loss: 20.7572 - output12_loss: 16.5595 - output13_loss: 24.9110 - output14_loss: 17.4736 - output15_loss: 27.2622 - output16_loss: 20.7417 - output17_loss: 21.4868 - output18_loss: 14.1337 - output19_loss: 10.1802 - output20_loss: 11.6826 - output21_loss: 29.4131 - output22_loss: 22.2435 - output23_loss: 15.3897 - output24_loss: 21.3211 - output25_loss: 27.7743 - output26_loss: 14.5444 - output27_loss: 28.4186 - output28_loss: 20.0994 - output29_loss: 26.0087 - output00_mean_squared_error: 12.3891 - output01_mean_squared_error: 13.1515 - output02_mean_squared_error: 21.2066 - output03_mean_squared_error: 32.0967 - output04_mean_squared_error: 25.3579 - output05_mean_squared_error: 18.4036 - output06_mean_squared_error: 19.2327 - output07_mean_squared_error: 21.5103 - output08_mean_squared_error: 14.0421 - output09_mean_squared_error: 19.1041 - output10_mean_squared_error: 19.0732 - output11_mean_squared_error: 20.7572 - output12_mean_squared_error: 16.5595 - output13_mean_squared_error: 24.9110 - output14_mean_squared_error: 17.4736 - output15_mean_squared_error: 27.2622 - output16_mean_squared_error: 20.7417 - output17_mean_squared_error: 21.4868 - output18_mean_squared_error: 14.1337 - output19_mean_squared_error: 10.1802 - output20_mean_squared_error: 11.6826 - output21_mean_squared_error: 29.4131 - output22_mean_squared_error: 22.2435 - output23_mean_squared_error: 15.3897 - output24_mean_squared_error: 21.3211 - output25_mean_squared_error: 27.7743 - output26_mean_squared_error: 14.5444 - output27_mean_squared_error: 28.4186 - output28_mean_squared_error: 20.0994 - output29_mean_squared_error: 26.0087 Epoch 1755/2000 121/121 [==============================] - 0s 1ms/step - loss: 605.9465 - output00_loss: 12.3891 - output01_loss: 13.1504 - output02_loss: 21.2055 - output03_loss: 32.0964 - output04_loss: 25.3557 - output05_loss: 18.4036 - output06_loss: 19.2306 - output07_loss: 21.5087 - output08_loss: 14.0418 - output09_loss: 19.1040 - output10_loss: 19.0732 - output11_loss: 20.7572 - output12_loss: 16.5593 - output13_loss: 24.9100 - output14_loss: 17.4725 - output15_loss: 27.2606 - output16_loss: 20.7417 - output17_loss: 21.4860 - output18_loss: 14.1337 - output19_loss: 10.1789 - output20_loss: 11.6813 - output21_loss: 29.4126 - output22_loss: 22.2434 - output23_loss: 15.3897 - output24_loss: 21.3208 - output25_loss: 27.7743 - output26_loss: 14.5444 - output27_loss: 28.4182 - output28_loss: 20.0975 - output29_loss: 26.0054 - output00_mean_squared_error: 12.3891 - output01_mean_squared_error: 13.1504 - output02_mean_squared_error: 21.2055 - output03_mean_squared_error: 32.0964 - output04_mean_squared_error: 25.3557 - output05_mean_squared_error: 18.4036 - output06_mean_squared_error: 19.2306 - output07_mean_squared_error: 21.5087 - output08_mean_squared_error: 14.0418 - output09_mean_squared_error: 19.1040 - output10_mean_squared_error: 19.0732 - output11_mean_squared_error: 20.7572 - output12_mean_squared_error: 16.5593 - output13_mean_squared_error: 24.9100 - output14_mean_squared_error: 17.4725 - output15_mean_squared_error: 27.2606 - output16_mean_squared_error: 20.7417 - output17_mean_squared_error: 21.4860 - output18_mean_squared_error: 14.1337 - output19_mean_squared_error: 10.1789 - output20_mean_squared_error: 11.6813 - output21_mean_squared_error: 29.4126 - output22_mean_squared_error: 22.2434 - output23_mean_squared_error: 15.3897 - output24_mean_squared_error: 21.3208 - output25_mean_squared_error: 27.7743 - output26_mean_squared_error: 14.5444 - output27_mean_squared_error: 28.4182 - output28_mean_squared_error: 20.0975 - output29_mean_squared_error: 26.0054 Epoch 1756/2000 121/121 [==============================] - 0s 1ms/step - loss: 605.9243 - output00_loss: 12.3891 - output01_loss: 13.1493 - output02_loss: 21.2044 - output03_loss: 32.0961 - output04_loss: 25.3536 - output05_loss: 18.4035 - output06_loss: 19.2286 - output07_loss: 21.5072 - output08_loss: 14.0416 - output09_loss: 19.1039 - output10_loss: 19.0731 - output11_loss: 20.7572 - output12_loss: 16.5591 - output13_loss: 24.9089 - output14_loss: 17.4714 - output15_loss: 27.2591 - output16_loss: 20.7417 - output17_loss: 21.4852 - output18_loss: 14.1337 - output19_loss: 10.1776 - output20_loss: 11.6801 - output21_loss: 29.4122 - output22_loss: 22.2433 - output23_loss: 15.3897 - output24_loss: 21.3205 - output25_loss: 27.7742 - output26_loss: 14.5444 - output27_loss: 28.4179 - output28_loss: 20.0957 - output29_loss: 26.0022 - output00_mean_squared_error: 12.3891 - output01_mean_squared_error: 13.1493 - output02_mean_squared_error: 21.2044 - output03_mean_squared_error: 32.0961 - output04_mean_squared_error: 25.3536 - output05_mean_squared_error: 18.4035 - output06_mean_squared_error: 19.2286 - output07_mean_squared_error: 21.5072 - output08_mean_squared_error: 14.0416 - output09_mean_squared_error: 19.1039 - output10_mean_squared_error: 19.0731 - output11_mean_squared_error: 20.7572 - output12_mean_squared_error: 16.5591 - output13_mean_squared_error: 24.9089 - output14_mean_squared_error: 17.4714 - output15_mean_squared_error: 27.2591 - output16_mean_squared_error: 20.7417 - output17_mean_squared_error: 21.4852 - output18_mean_squared_error: 14.1337 - output19_mean_squared_error: 10.1776 - output20_mean_squared_error: 11.6801 - output21_mean_squared_error: 29.4122 - output22_mean_squared_error: 22.2433 - output23_mean_squared_error: 15.3897 - output24_mean_squared_error: 21.3205 - output25_mean_squared_error: 27.7742 - output26_mean_squared_error: 14.5444 - output27_mean_squared_error: 28.4179 - output28_mean_squared_error: 20.0957 - output29_mean_squared_error: 26.0022 Epoch 1757/2000 121/121 [==============================] - 0s 1ms/step - loss: 605.9020 - output00_loss: 12.3891 - output01_loss: 13.1483 - output02_loss: 21.2034 - output03_loss: 32.0958 - output04_loss: 25.3515 - output05_loss: 18.4034 - output06_loss: 19.2265 - output07_loss: 21.5056 - output08_loss: 14.0413 - output09_loss: 19.1037 - output10_loss: 19.0731 - output11_loss: 20.7572 - output12_loss: 16.5589 - output13_loss: 24.9079 - output14_loss: 17.4704 - output15_loss: 27.2576 - output16_loss: 20.7417 - output17_loss: 21.4844 - output18_loss: 14.1336 - output19_loss: 10.1763 - output20_loss: 11.6789 - output21_loss: 29.4118 - output22_loss: 22.2432 - output23_loss: 15.3897 - output24_loss: 21.3203 - output25_loss: 27.7741 - output26_loss: 14.5444 - output27_loss: 28.4175 - output28_loss: 20.0938 - output29_loss: 25.9990 - output00_mean_squared_error: 12.3891 - output01_mean_squared_error: 13.1483 - output02_mean_squared_error: 21.2034 - output03_mean_squared_error: 32.0958 - output04_mean_squared_error: 25.3515 - output05_mean_squared_error: 18.4034 - output06_mean_squared_error: 19.2265 - output07_mean_squared_error: 21.5056 - output08_mean_squared_error: 14.0413 - output09_mean_squared_error: 19.1037 - output10_mean_squared_error: 19.0731 - output11_mean_squared_error: 20.7572 - output12_mean_squared_error: 16.5589 - output13_mean_squared_error: 24.9079 - output14_mean_squared_error: 17.4704 - output15_mean_squared_error: 27.2576 - output16_mean_squared_error: 20.7417 - output17_mean_squared_error: 21.4844 - output18_mean_squared_error: 14.1336 - output19_mean_squared_error: 10.1763 - output20_mean_squared_error: 11.6789 - output21_mean_squared_error: 29.4118 - output22_mean_squared_error: 22.2432 - output23_mean_squared_error: 15.3897 - output24_mean_squared_error: 21.3203 - output25_mean_squared_error: 27.7741 - output26_mean_squared_error: 14.5444 - output27_mean_squared_error: 28.4175 - output28_mean_squared_error: 20.0938 - output29_mean_squared_error: 25.9990 Epoch 1758/2000 121/121 [==============================] - 0s 1ms/step - loss: 605.8800 - output00_loss: 12.3890 - output01_loss: 13.1472 - output02_loss: 21.2024 - output03_loss: 32.0955 - output04_loss: 25.3494 - output05_loss: 18.4033 - output06_loss: 19.2244 - output07_loss: 21.5041 - output08_loss: 14.0411 - output09_loss: 19.1036 - output10_loss: 19.0730 - output11_loss: 20.7572 - output12_loss: 16.5587 - output13_loss: 24.9069 - output14_loss: 17.4693 - output15_loss: 27.2561 - output16_loss: 20.7417 - output17_loss: 21.4836 - output18_loss: 14.1336 - output19_loss: 10.1750 - output20_loss: 11.6777 - output21_loss: 29.4113 - output22_loss: 22.2430 - output23_loss: 15.3897 - output24_loss: 21.3200 - output25_loss: 27.7740 - output26_loss: 14.5444 - output27_loss: 28.4172 - output28_loss: 20.0919 - output29_loss: 25.9957 - output00_mean_squared_error: 12.3890 - output01_mean_squared_error: 13.1472 - output02_mean_squared_error: 21.2024 - output03_mean_squared_error: 32.0955 - output04_mean_squared_error: 25.3494 - output05_mean_squared_error: 18.4033 - output06_mean_squared_error: 19.2244 - output07_mean_squared_error: 21.5041 - output08_mean_squared_error: 14.0411 - output09_mean_squared_error: 19.1036 - output10_mean_squared_error: 19.0730 - output11_mean_squared_error: 20.7572 - output12_mean_squared_error: 16.5587 - output13_mean_squared_error: 24.9069 - output14_mean_squared_error: 17.4693 - output15_mean_squared_error: 27.2561 - output16_mean_squared_error: 20.7417 - output17_mean_squared_error: 21.4836 - output18_mean_squared_error: 14.1336 - output19_mean_squared_error: 10.1750 - output20_mean_squared_error: 11.6777 - output21_mean_squared_error: 29.4113 - output22_mean_squared_error: 22.2430 - output23_mean_squared_error: 15.3897 - output24_mean_squared_error: 21.3200 - output25_mean_squared_error: 27.7740 - output26_mean_squared_error: 14.5444 - output27_mean_squared_error: 28.4172 - output28_mean_squared_error: 20.0919 - output29_mean_squared_error: 25.9957 Epoch 1759/2000 121/121 [==============================] - 0s 617us/step - loss: 605.8579 - output00_loss: 12.3890 - output01_loss: 13.1461 - output02_loss: 21.2013 - output03_loss: 32.0952 - output04_loss: 25.3472 - output05_loss: 18.4032 - output06_loss: 19.2224 - output07_loss: 21.5025 - output08_loss: 14.0408 - output09_loss: 19.1035 - output10_loss: 19.0730 - output11_loss: 20.7572 - output12_loss: 16.5585 - output13_loss: 24.9059 - output14_loss: 17.4682 - output15_loss: 27.2546 - output16_loss: 20.7417 - output17_loss: 21.4828 - output18_loss: 14.1336 - output19_loss: 10.1736 - output20_loss: 11.6765 - output21_loss: 29.4109 - output22_loss: 22.2429 - output23_loss: 15.3897 - output24_loss: 21.3197 - output25_loss: 27.7740 - output26_loss: 14.5444 - output27_loss: 28.4168 - output28_loss: 20.0901 - output29_loss: 25.9925 - output00_mean_squared_error: 12.3890 - output01_mean_squared_error: 13.1461 - output02_mean_squared_error: 21.2013 - output03_mean_squared_error: 32.0952 - output04_mean_squared_error: 25.3472 - output05_mean_squared_error: 18.4032 - output06_mean_squared_error: 19.2224 - output07_mean_squared_error: 21.5025 - output08_mean_squared_error: 14.0408 - output09_mean_squared_error: 19.1035 - output10_mean_squared_error: 19.0730 - output11_mean_squared_error: 20.7572 - output12_mean_squared_error: 16.5585 - output13_mean_squared_error: 24.9059 - output14_mean_squared_error: 17.4682 - output15_mean_squared_error: 27.2546 - output16_mean_squared_error: 20.7417 - output17_mean_squared_error: 21.4828 - output18_mean_squared_error: 14.1336 - output19_mean_squared_error: 10.1736 - output20_mean_squared_error: 11.6765 - output21_mean_squared_error: 29.4109 - output22_mean_squared_error: 22.2429 - output23_mean_squared_error: 15.3897 - output24_mean_squared_error: 21.3197 - output25_mean_squared_error: 27.7740 - output26_mean_squared_error: 14.5444 - output27_mean_squared_error: 28.4168 - output28_mean_squared_error: 20.0901 - output29_mean_squared_error: 25.9925 Epoch 1760/2000 121/121 [==============================] - 0s 1ms/step - loss: 605.8358 - output00_loss: 12.3890 - output01_loss: 13.1451 - output02_loss: 21.2003 - output03_loss: 32.0949 - output04_loss: 25.3451 - output05_loss: 18.4031 - output06_loss: 19.2203 - output07_loss: 21.5010 - output08_loss: 14.0406 - output09_loss: 19.1034 - output10_loss: 19.0729 - output11_loss: 20.7572 - output12_loss: 16.5583 - output13_loss: 24.9048 - output14_loss: 17.4671 - output15_loss: 27.2531 - output16_loss: 20.7417 - output17_loss: 21.4820 - output18_loss: 14.1336 - output19_loss: 10.1723 - output20_loss: 11.6752 - output21_loss: 29.4104 - output22_loss: 22.2428 - output23_loss: 15.3897 - output24_loss: 21.3195 - output25_loss: 27.7739 - output26_loss: 14.5443 - output27_loss: 28.4165 - output28_loss: 20.0882 - output29_loss: 25.9893 - output00_mean_squared_error: 12.3890 - output01_mean_squared_error: 13.1451 - output02_mean_squared_error: 21.2003 - output03_mean_squared_error: 32.0949 - output04_mean_squared_error: 25.3451 - output05_mean_squared_error: 18.4031 - output06_mean_squared_error: 19.2203 - output07_mean_squared_error: 21.5010 - output08_mean_squared_error: 14.0406 - output09_mean_squared_error: 19.1034 - output10_mean_squared_error: 19.0729 - output11_mean_squared_error: 20.7572 - output12_mean_squared_error: 16.5583 - output13_mean_squared_error: 24.9048 - output14_mean_squared_error: 17.4671 - output15_mean_squared_error: 27.2531 - output16_mean_squared_error: 20.7417 - output17_mean_squared_error: 21.4820 - output18_mean_squared_error: 14.1336 - output19_mean_squared_error: 10.1723 - output20_mean_squared_error: 11.6752 - output21_mean_squared_error: 29.4104 - output22_mean_squared_error: 22.2428 - output23_mean_squared_error: 15.3897 - output24_mean_squared_error: 21.3195 - output25_mean_squared_error: 27.7739 - output26_mean_squared_error: 14.5443 - output27_mean_squared_error: 28.4165 - output28_mean_squared_error: 20.0882 - output29_mean_squared_error: 25.9893 Epoch 1761/2000 121/121 [==============================] - 0s 1ms/step - loss: 605.8137 - output00_loss: 12.3890 - output01_loss: 13.1440 - output02_loss: 21.1992 - output03_loss: 32.0946 - output04_loss: 25.3430 - output05_loss: 18.4031 - output06_loss: 19.2183 - output07_loss: 21.4994 - output08_loss: 14.0403 - output09_loss: 19.1032 - output10_loss: 19.0729 - output11_loss: 20.7572 - output12_loss: 16.5581 - output13_loss: 24.9038 - output14_loss: 17.4661 - output15_loss: 27.2516 - output16_loss: 20.7417 - output17_loss: 21.4812 - output18_loss: 14.1336 - output19_loss: 10.1710 - output20_loss: 11.6740 - output21_loss: 29.4100 - output22_loss: 22.2427 - output23_loss: 15.3896 - output24_loss: 21.3192 - output25_loss: 27.7738 - output26_loss: 14.5443 - output27_loss: 28.4161 - output28_loss: 20.0864 - output29_loss: 25.9861 - output00_mean_squared_error: 12.3890 - output01_mean_squared_error: 13.1440 - output02_mean_squared_error: 21.1992 - output03_mean_squared_error: 32.0946 - output04_mean_squared_error: 25.3430 - output05_mean_squared_error: 18.4031 - output06_mean_squared_error: 19.2183 - output07_mean_squared_error: 21.4994 - output08_mean_squared_error: 14.0403 - output09_mean_squared_error: 19.1032 - output10_mean_squared_error: 19.0729 - output11_mean_squared_error: 20.7572 - output12_mean_squared_error: 16.5581 - output13_mean_squared_error: 24.9038 - output14_mean_squared_error: 17.4661 - output15_mean_squared_error: 27.2516 - output16_mean_squared_error: 20.7417 - output17_mean_squared_error: 21.4812 - output18_mean_squared_error: 14.1336 - output19_mean_squared_error: 10.1710 - output20_mean_squared_error: 11.6740 - output21_mean_squared_error: 29.4100 - output22_mean_squared_error: 22.2427 - output23_mean_squared_error: 15.3896 - output24_mean_squared_error: 21.3192 - output25_mean_squared_error: 27.7738 - output26_mean_squared_error: 14.5443 - output27_mean_squared_error: 28.4161 - output28_mean_squared_error: 20.0864 - output29_mean_squared_error: 25.9861 Epoch 1762/2000 121/121 [==============================] - 0s 1ms/step - loss: 605.7917 - output00_loss: 12.3890 - output01_loss: 13.1430 - output02_loss: 21.1982 - output03_loss: 32.0943 - output04_loss: 25.3409 - output05_loss: 18.4030 - output06_loss: 19.2162 - output07_loss: 21.4979 - output08_loss: 14.0401 - output09_loss: 19.1031 - output10_loss: 19.0729 - output11_loss: 20.7572 - output12_loss: 16.5579 - output13_loss: 24.9028 - output14_loss: 17.4650 - output15_loss: 27.2501 - output16_loss: 20.7417 - output17_loss: 21.4804 - output18_loss: 14.1336 - output19_loss: 10.1697 - output20_loss: 11.6728 - output21_loss: 29.4096 - output22_loss: 22.2426 - output23_loss: 15.3896 - output24_loss: 21.3190 - output25_loss: 27.7737 - output26_loss: 14.5443 - output27_loss: 28.4158 - output28_loss: 20.0845 - output29_loss: 25.9829 - output00_mean_squared_error: 12.3890 - output01_mean_squared_error: 13.1430 - output02_mean_squared_error: 21.1982 - output03_mean_squared_error: 32.0943 - output04_mean_squared_error: 25.3409 - output05_mean_squared_error: 18.4030 - output06_mean_squared_error: 19.2162 - output07_mean_squared_error: 21.4979 - output08_mean_squared_error: 14.0401 - output09_mean_squared_error: 19.1031 - output10_mean_squared_error: 19.0729 - output11_mean_squared_error: 20.7572 - output12_mean_squared_error: 16.5579 - output13_mean_squared_error: 24.9028 - output14_mean_squared_error: 17.4650 - output15_mean_squared_error: 27.2501 - output16_mean_squared_error: 20.7417 - output17_mean_squared_error: 21.4804 - output18_mean_squared_error: 14.1336 - output19_mean_squared_error: 10.1697 - output20_mean_squared_error: 11.6728 - output21_mean_squared_error: 29.4096 - output22_mean_squared_error: 22.2426 - output23_mean_squared_error: 15.3896 - output24_mean_squared_error: 21.3190 - output25_mean_squared_error: 27.7737 - output26_mean_squared_error: 14.5443 - output27_mean_squared_error: 28.4158 - output28_mean_squared_error: 20.0845 - output29_mean_squared_error: 25.9829 Epoch 1763/2000 121/121 [==============================] - 0s 1ms/step - loss: 605.7697 - output00_loss: 12.3890 - output01_loss: 13.1419 - output02_loss: 21.1971 - output03_loss: 32.0941 - output04_loss: 25.3388 - output05_loss: 18.4029 - output06_loss: 19.2142 - output07_loss: 21.4964 - output08_loss: 14.0398 - output09_loss: 19.1030 - output10_loss: 19.0728 - output11_loss: 20.7572 - output12_loss: 16.5577 - output13_loss: 24.9018 - output14_loss: 17.4639 - output15_loss: 27.2486 - output16_loss: 20.7417 - output17_loss: 21.4796 - output18_loss: 14.1335 - output19_loss: 10.1684 - output20_loss: 11.6716 - output21_loss: 29.4091 - output22_loss: 22.2425 - output23_loss: 15.3896 - output24_loss: 21.3187 - output25_loss: 27.7737 - output26_loss: 14.5443 - output27_loss: 28.4154 - output28_loss: 20.0827 - output29_loss: 25.9797 - output00_mean_squared_error: 12.3890 - output01_mean_squared_error: 13.1419 - output02_mean_squared_error: 21.1971 - output03_mean_squared_error: 32.0941 - output04_mean_squared_error: 25.3388 - output05_mean_squared_error: 18.4029 - output06_mean_squared_error: 19.2142 - output07_mean_squared_error: 21.4964 - output08_mean_squared_error: 14.0398 - output09_mean_squared_error: 19.1030 - output10_mean_squared_error: 19.0728 - output11_mean_squared_error: 20.7572 - output12_mean_squared_error: 16.5577 - output13_mean_squared_error: 24.9018 - output14_mean_squared_error: 17.4639 - output15_mean_squared_error: 27.2486 - output16_mean_squared_error: 20.7417 - output17_mean_squared_error: 21.4796 - output18_mean_squared_error: 14.1335 - output19_mean_squared_error: 10.1684 - output20_mean_squared_error: 11.6716 - output21_mean_squared_error: 29.4091 - output22_mean_squared_error: 22.2425 - output23_mean_squared_error: 15.3896 - output24_mean_squared_error: 21.3187 - output25_mean_squared_error: 27.7737 - output26_mean_squared_error: 14.5443 - output27_mean_squared_error: 28.4154 - output28_mean_squared_error: 20.0827 - output29_mean_squared_error: 25.9797 Epoch 1764/2000 121/121 [==============================] - 0s 578us/step - loss: 605.7479 - output00_loss: 12.3890 - output01_loss: 13.1409 - output02_loss: 21.1961 - output03_loss: 32.0938 - output04_loss: 25.3367 - output05_loss: 18.4028 - output06_loss: 19.2121 - output07_loss: 21.4948 - output08_loss: 14.0396 - output09_loss: 19.1029 - output10_loss: 19.0728 - output11_loss: 20.7572 - output12_loss: 16.5575 - output13_loss: 24.9008 - output14_loss: 17.4629 - output15_loss: 27.2471 - output16_loss: 20.7416 - output17_loss: 21.4789 - output18_loss: 14.1335 - output19_loss: 10.1671 - output20_loss: 11.6704 - output21_loss: 29.4087 - output22_loss: 22.2424 - output23_loss: 15.3896 - output24_loss: 21.3184 - output25_loss: 27.7736 - output26_loss: 14.5443 - output27_loss: 28.4151 - output28_loss: 20.0809 - output29_loss: 25.9765 - output00_mean_squared_error: 12.3890 - output01_mean_squared_error: 13.1409 - output02_mean_squared_error: 21.1961 - output03_mean_squared_error: 32.0938 - output04_mean_squared_error: 25.3367 - output05_mean_squared_error: 18.4028 - output06_mean_squared_error: 19.2121 - output07_mean_squared_error: 21.4948 - output08_mean_squared_error: 14.0396 - output09_mean_squared_error: 19.1029 - output10_mean_squared_error: 19.0728 - output11_mean_squared_error: 20.7572 - output12_mean_squared_error: 16.5575 - output13_mean_squared_error: 24.9008 - output14_mean_squared_error: 17.4629 - output15_mean_squared_error: 27.2471 - output16_mean_squared_error: 20.7416 - output17_mean_squared_error: 21.4789 - output18_mean_squared_error: 14.1335 - output19_mean_squared_error: 10.1671 - output20_mean_squared_error: 11.6704 - output21_mean_squared_error: 29.4087 - output22_mean_squared_error: 22.2424 - output23_mean_squared_error: 15.3896 - output24_mean_squared_error: 21.3184 - output25_mean_squared_error: 27.7736 - output26_mean_squared_error: 14.5443 - output27_mean_squared_error: 28.4151 - output28_mean_squared_error: 20.0809 - output29_mean_squared_error: 25.9765 Epoch 1765/2000 121/121 [==============================] - 0s 1ms/step - loss: 605.7260 - output00_loss: 12.3890 - output01_loss: 13.1398 - output02_loss: 21.1951 - output03_loss: 32.0935 - output04_loss: 25.3346 - output05_loss: 18.4027 - output06_loss: 19.2101 - output07_loss: 21.4933 - output08_loss: 14.0393 - output09_loss: 19.1028 - output10_loss: 19.0727 - output11_loss: 20.7571 - output12_loss: 16.5573 - output13_loss: 24.8998 - output14_loss: 17.4618 - output15_loss: 27.2456 - output16_loss: 20.7416 - output17_loss: 21.4781 - output18_loss: 14.1335 - output19_loss: 10.1658 - output20_loss: 11.6692 - output21_loss: 29.4083 - output22_loss: 22.2423 - output23_loss: 15.3896 - output24_loss: 21.3182 - output25_loss: 27.7735 - output26_loss: 14.5443 - output27_loss: 28.4147 - output28_loss: 20.0790 - output29_loss: 25.9733 - output00_mean_squared_error: 12.3890 - output01_mean_squared_error: 13.1398 - output02_mean_squared_error: 21.1951 - output03_mean_squared_error: 32.0935 - output04_mean_squared_error: 25.3346 - output05_mean_squared_error: 18.4027 - output06_mean_squared_error: 19.2101 - output07_mean_squared_error: 21.4933 - output08_mean_squared_error: 14.0393 - output09_mean_squared_error: 19.1028 - output10_mean_squared_error: 19.0727 - output11_mean_squared_error: 20.7571 - output12_mean_squared_error: 16.5573 - output13_mean_squared_error: 24.8998 - output14_mean_squared_error: 17.4618 - output15_mean_squared_error: 27.2456 - output16_mean_squared_error: 20.7416 - output17_mean_squared_error: 21.4781 - output18_mean_squared_error: 14.1335 - output19_mean_squared_error: 10.1658 - output20_mean_squared_error: 11.6692 - output21_mean_squared_error: 29.4083 - output22_mean_squared_error: 22.2423 - output23_mean_squared_error: 15.3896 - output24_mean_squared_error: 21.3182 - output25_mean_squared_error: 27.7735 - output26_mean_squared_error: 14.5443 - output27_mean_squared_error: 28.4147 - output28_mean_squared_error: 20.0790 - output29_mean_squared_error: 25.9733 Epoch 1766/2000 121/121 [==============================] - 0s 1ms/step - loss: 605.7042 - output00_loss: 12.3890 - output01_loss: 13.1388 - output02_loss: 21.1940 - output03_loss: 32.0932 - output04_loss: 25.3325 - output05_loss: 18.4027 - output06_loss: 19.2081 - output07_loss: 21.4918 - output08_loss: 14.0391 - output09_loss: 19.1026 - output10_loss: 19.0727 - output11_loss: 20.7571 - output12_loss: 16.5571 - output13_loss: 24.8988 - output14_loss: 17.4608 - output15_loss: 27.2441 - output16_loss: 20.7416 - output17_loss: 21.4773 - output18_loss: 14.1335 - output19_loss: 10.1644 - output20_loss: 11.6680 - output21_loss: 29.4079 - output22_loss: 22.2422 - output23_loss: 15.3896 - output24_loss: 21.3179 - output25_loss: 27.7735 - output26_loss: 14.5443 - output27_loss: 28.4144 - output28_loss: 20.0772 - output29_loss: 25.9701 - output00_mean_squared_error: 12.3890 - output01_mean_squared_error: 13.1388 - output02_mean_squared_error: 21.1940 - output03_mean_squared_error: 32.0932 - output04_mean_squared_error: 25.3325 - output05_mean_squared_error: 18.4027 - output06_mean_squared_error: 19.2081 - output07_mean_squared_error: 21.4918 - output08_mean_squared_error: 14.0391 - output09_mean_squared_error: 19.1026 - output10_mean_squared_error: 19.0727 - output11_mean_squared_error: 20.7571 - output12_mean_squared_error: 16.5571 - output13_mean_squared_error: 24.8988 - output14_mean_squared_error: 17.4608 - output15_mean_squared_error: 27.2441 - output16_mean_squared_error: 20.7416 - output17_mean_squared_error: 21.4773 - output18_mean_squared_error: 14.1335 - output19_mean_squared_error: 10.1644 - output20_mean_squared_error: 11.6680 - output21_mean_squared_error: 29.4079 - output22_mean_squared_error: 22.2422 - output23_mean_squared_error: 15.3896 - output24_mean_squared_error: 21.3179 - output25_mean_squared_error: 27.7735 - output26_mean_squared_error: 14.5443 - output27_mean_squared_error: 28.4144 - output28_mean_squared_error: 20.0772 - output29_mean_squared_error: 25.9701 Epoch 1767/2000 121/121 [==============================] - 0s 730us/step - loss: 605.6823 - output00_loss: 12.3890 - output01_loss: 13.1377 - output02_loss: 21.1930 - output03_loss: 32.0929 - output04_loss: 25.3304 - output05_loss: 18.4026 - output06_loss: 19.2060 - output07_loss: 21.4902 - output08_loss: 14.0388 - output09_loss: 19.1025 - output10_loss: 19.0726 - output11_loss: 20.7571 - output12_loss: 16.5569 - output13_loss: 24.8978 - output14_loss: 17.4597 - output15_loss: 27.2426 - output16_loss: 20.7416 - output17_loss: 21.4765 - output18_loss: 14.1335 - output19_loss: 10.1631 - output20_loss: 11.6668 - output21_loss: 29.4074 - output22_loss: 22.2421 - output23_loss: 15.3895 - output24_loss: 21.3177 - output25_loss: 27.7734 - output26_loss: 14.5443 - output27_loss: 28.4141 - output28_loss: 20.0754 - output29_loss: 25.9669 - output00_mean_squared_error: 12.3890 - output01_mean_squared_error: 13.1377 - output02_mean_squared_error: 21.1930 - output03_mean_squared_error: 32.0929 - output04_mean_squared_error: 25.3304 - output05_mean_squared_error: 18.4026 - output06_mean_squared_error: 19.2060 - output07_mean_squared_error: 21.4902 - output08_mean_squared_error: 14.0388 - output09_mean_squared_error: 19.1025 - output10_mean_squared_error: 19.0726 - output11_mean_squared_error: 20.7571 - output12_mean_squared_error: 16.5569 - output13_mean_squared_error: 24.8978 - output14_mean_squared_error: 17.4597 - output15_mean_squared_error: 27.2426 - output16_mean_squared_error: 20.7416 - output17_mean_squared_error: 21.4765 - output18_mean_squared_error: 14.1335 - output19_mean_squared_error: 10.1631 - output20_mean_squared_error: 11.6668 - output21_mean_squared_error: 29.4074 - output22_mean_squared_error: 22.2421 - output23_mean_squared_error: 15.3895 - output24_mean_squared_error: 21.3177 - output25_mean_squared_error: 27.7734 - output26_mean_squared_error: 14.5443 - output27_mean_squared_error: 28.4141 - output28_mean_squared_error: 20.0754 - output29_mean_squared_error: 25.9669 Epoch 1768/2000 121/121 [==============================] - 0s 958us/step - loss: 605.6605 - output00_loss: 12.3890 - output01_loss: 13.1367 - output02_loss: 21.1920 - output03_loss: 32.0926 - output04_loss: 25.3283 - output05_loss: 18.4025 - output06_loss: 19.2040 - output07_loss: 21.4887 - output08_loss: 14.0386 - output09_loss: 19.1024 - output10_loss: 19.0726 - output11_loss: 20.7571 - output12_loss: 16.5567 - output13_loss: 24.8968 - output14_loss: 17.4587 - output15_loss: 27.2411 - output16_loss: 20.7416 - output17_loss: 21.4757 - output18_loss: 14.1335 - output19_loss: 10.1618 - output20_loss: 11.6656 - output21_loss: 29.4070 - output22_loss: 22.2420 - output23_loss: 15.3895 - output24_loss: 21.3174 - output25_loss: 27.7733 - output26_loss: 14.5443 - output27_loss: 28.4137 - output28_loss: 20.0735 - output29_loss: 25.9637 - output00_mean_squared_error: 12.3890 - output01_mean_squared_error: 13.1367 - output02_mean_squared_error: 21.1920 - output03_mean_squared_error: 32.0926 - output04_mean_squared_error: 25.3283 - output05_mean_squared_error: 18.4025 - output06_mean_squared_error: 19.2040 - output07_mean_squared_error: 21.4887 - output08_mean_squared_error: 14.0386 - output09_mean_squared_error: 19.1024 - output10_mean_squared_error: 19.0726 - output11_mean_squared_error: 20.7571 - output12_mean_squared_error: 16.5567 - output13_mean_squared_error: 24.8968 - output14_mean_squared_error: 17.4587 - output15_mean_squared_error: 27.2411 - output16_mean_squared_error: 20.7416 - output17_mean_squared_error: 21.4757 - output18_mean_squared_error: 14.1335 - output19_mean_squared_error: 10.1618 - output20_mean_squared_error: 11.6656 - output21_mean_squared_error: 29.4070 - output22_mean_squared_error: 22.2420 - output23_mean_squared_error: 15.3895 - output24_mean_squared_error: 21.3174 - output25_mean_squared_error: 27.7733 - output26_mean_squared_error: 14.5443 - output27_mean_squared_error: 28.4137 - output28_mean_squared_error: 20.0735 - output29_mean_squared_error: 25.9637 Epoch 1769/2000 121/121 [==============================] - 0s 1ms/step - loss: 605.6387 - output00_loss: 12.3890 - output01_loss: 13.1356 - output02_loss: 21.1909 - output03_loss: 32.0923 - output04_loss: 25.3262 - output05_loss: 18.4024 - output06_loss: 19.2020 - output07_loss: 21.4872 - output08_loss: 14.0383 - output09_loss: 19.1023 - output10_loss: 19.0725 - output11_loss: 20.7571 - output12_loss: 16.5566 - output13_loss: 24.8958 - output14_loss: 17.4576 - output15_loss: 27.2396 - output16_loss: 20.7416 - output17_loss: 21.4749 - output18_loss: 14.1335 - output19_loss: 10.1605 - output20_loss: 11.6644 - output21_loss: 29.4066 - output22_loss: 22.2419 - output23_loss: 15.3895 - output24_loss: 21.3172 - output25_loss: 27.7732 - output26_loss: 14.5442 - output27_loss: 28.4134 - output28_loss: 20.0717 - output29_loss: 25.9606 - output00_mean_squared_error: 12.3890 - output01_mean_squared_error: 13.1356 - output02_mean_squared_error: 21.1909 - output03_mean_squared_error: 32.0923 - output04_mean_squared_error: 25.3262 - output05_mean_squared_error: 18.4024 - output06_mean_squared_error: 19.2020 - output07_mean_squared_error: 21.4872 - output08_mean_squared_error: 14.0383 - output09_mean_squared_error: 19.1023 - output10_mean_squared_error: 19.0725 - output11_mean_squared_error: 20.7571 - output12_mean_squared_error: 16.5566 - output13_mean_squared_error: 24.8958 - output14_mean_squared_error: 17.4576 - output15_mean_squared_error: 27.2396 - output16_mean_squared_error: 20.7416 - output17_mean_squared_error: 21.4749 - output18_mean_squared_error: 14.1335 - output19_mean_squared_error: 10.1605 - output20_mean_squared_error: 11.6644 - output21_mean_squared_error: 29.4066 - output22_mean_squared_error: 22.2419 - output23_mean_squared_error: 15.3895 - output24_mean_squared_error: 21.3172 - output25_mean_squared_error: 27.7732 - output26_mean_squared_error: 14.5442 - output27_mean_squared_error: 28.4134 - output28_mean_squared_error: 20.0717 - output29_mean_squared_error: 25.9606 Epoch 1770/2000 121/121 [==============================] - 0s 1ms/step - loss: 605.6171 - output00_loss: 12.3890 - output01_loss: 13.1346 - output02_loss: 21.1899 - output03_loss: 32.0920 - output04_loss: 25.3241 - output05_loss: 18.4023 - output06_loss: 19.1999 - output07_loss: 21.4857 - output08_loss: 14.0381 - output09_loss: 19.1022 - output10_loss: 19.0725 - output11_loss: 20.7571 - output12_loss: 16.5564 - output13_loss: 24.8948 - output14_loss: 17.4566 - output15_loss: 27.2381 - output16_loss: 20.7416 - output17_loss: 21.4742 - output18_loss: 14.1334 - output19_loss: 10.1592 - output20_loss: 11.6632 - output21_loss: 29.4061 - output22_loss: 22.2418 - output23_loss: 15.3895 - output24_loss: 21.3169 - output25_loss: 27.7732 - output26_loss: 14.5442 - output27_loss: 28.4131 - output28_loss: 20.0699 - output29_loss: 25.9574 - output00_mean_squared_error: 12.3890 - output01_mean_squared_error: 13.1346 - output02_mean_squared_error: 21.1899 - output03_mean_squared_error: 32.0920 - output04_mean_squared_error: 25.3241 - output05_mean_squared_error: 18.4023 - output06_mean_squared_error: 19.1999 - output07_mean_squared_error: 21.4857 - output08_mean_squared_error: 14.0381 - output09_mean_squared_error: 19.1022 - output10_mean_squared_error: 19.0725 - output11_mean_squared_error: 20.7571 - output12_mean_squared_error: 16.5564 - output13_mean_squared_error: 24.8948 - output14_mean_squared_error: 17.4566 - output15_mean_squared_error: 27.2381 - output16_mean_squared_error: 20.7416 - output17_mean_squared_error: 21.4742 - output18_mean_squared_error: 14.1334 - output19_mean_squared_error: 10.1592 - output20_mean_squared_error: 11.6632 - output21_mean_squared_error: 29.4061 - output22_mean_squared_error: 22.2418 - output23_mean_squared_error: 15.3895 - output24_mean_squared_error: 21.3169 - output25_mean_squared_error: 27.7732 - output26_mean_squared_error: 14.5442 - output27_mean_squared_error: 28.4131 - output28_mean_squared_error: 20.0699 - output29_mean_squared_error: 25.9574 Epoch 1771/2000 121/121 [==============================] - 0s 1ms/step - loss: 605.5954 - output00_loss: 12.3890 - output01_loss: 13.1336 - output02_loss: 21.1889 - output03_loss: 32.0918 - output04_loss: 25.3220 - output05_loss: 18.4023 - output06_loss: 19.1979 - output07_loss: 21.4842 - output08_loss: 14.0378 - output09_loss: 19.1020 - output10_loss: 19.0725 - output11_loss: 20.7571 - output12_loss: 16.5562 - output13_loss: 24.8938 - output14_loss: 17.4555 - output15_loss: 27.2366 - output16_loss: 20.7416 - output17_loss: 21.4734 - output18_loss: 14.1334 - output19_loss: 10.1579 - output20_loss: 11.6620 - output21_loss: 29.4057 - output22_loss: 22.2417 - output23_loss: 15.3895 - output24_loss: 21.3167 - output25_loss: 27.7731 - output26_loss: 14.5442 - output27_loss: 28.4127 - output28_loss: 20.0681 - output29_loss: 25.9542 - output00_mean_squared_error: 12.3890 - output01_mean_squared_error: 13.1336 - output02_mean_squared_error: 21.1889 - output03_mean_squared_error: 32.0918 - output04_mean_squared_error: 25.3220 - output05_mean_squared_error: 18.4023 - output06_mean_squared_error: 19.1979 - output07_mean_squared_error: 21.4842 - output08_mean_squared_error: 14.0378 - output09_mean_squared_error: 19.1020 - output10_mean_squared_error: 19.0725 - output11_mean_squared_error: 20.7571 - output12_mean_squared_error: 16.5562 - output13_mean_squared_error: 24.8938 - output14_mean_squared_error: 17.4555 - output15_mean_squared_error: 27.2366 - output16_mean_squared_error: 20.7416 - output17_mean_squared_error: 21.4734 - output18_mean_squared_error: 14.1334 - output19_mean_squared_error: 10.1579 - output20_mean_squared_error: 11.6620 - output21_mean_squared_error: 29.4057 - output22_mean_squared_error: 22.2417 - output23_mean_squared_error: 15.3895 - output24_mean_squared_error: 21.3167 - output25_mean_squared_error: 27.7731 - output26_mean_squared_error: 14.5442 - output27_mean_squared_error: 28.4127 - output28_mean_squared_error: 20.0681 - output29_mean_squared_error: 25.9542 Epoch 1772/2000 121/121 [==============================] - 0s 599us/step - loss: 605.5738 - output00_loss: 12.3890 - output01_loss: 13.1325 - output02_loss: 21.1879 - output03_loss: 32.0915 - output04_loss: 25.3199 - output05_loss: 18.4022 - output06_loss: 19.1959 - output07_loss: 21.4827 - output08_loss: 14.0376 - output09_loss: 19.1019 - output10_loss: 19.0724 - output11_loss: 20.7571 - output12_loss: 16.5560 - output13_loss: 24.8928 - output14_loss: 17.4545 - output15_loss: 27.2352 - output16_loss: 20.7416 - output17_loss: 21.4726 - output18_loss: 14.1334 - output19_loss: 10.1566 - output20_loss: 11.6608 - output21_loss: 29.4053 - output22_loss: 22.2416 - output23_loss: 15.3895 - output24_loss: 21.3164 - output25_loss: 27.7730 - output26_loss: 14.5442 - output27_loss: 28.4124 - output28_loss: 20.0662 - output29_loss: 25.9511 - output00_mean_squared_error: 12.3890 - output01_mean_squared_error: 13.1325 - output02_mean_squared_error: 21.1879 - output03_mean_squared_error: 32.0915 - output04_mean_squared_error: 25.3199 - output05_mean_squared_error: 18.4022 - output06_mean_squared_error: 19.1959 - output07_mean_squared_error: 21.4827 - output08_mean_squared_error: 14.0376 - output09_mean_squared_error: 19.1019 - output10_mean_squared_error: 19.0724 - output11_mean_squared_error: 20.7571 - output12_mean_squared_error: 16.5560 - output13_mean_squared_error: 24.8928 - output14_mean_squared_error: 17.4545 - output15_mean_squared_error: 27.2352 - output16_mean_squared_error: 20.7416 - output17_mean_squared_error: 21.4726 - output18_mean_squared_error: 14.1334 - output19_mean_squared_error: 10.1566 - output20_mean_squared_error: 11.6608 - output21_mean_squared_error: 29.4053 - output22_mean_squared_error: 22.2416 - output23_mean_squared_error: 15.3895 - output24_mean_squared_error: 21.3164 - output25_mean_squared_error: 27.7730 - output26_mean_squared_error: 14.5442 - output27_mean_squared_error: 28.4124 - output28_mean_squared_error: 20.0662 - output29_mean_squared_error: 25.9511 Epoch 1773/2000 121/121 [==============================] - 0s 1ms/step - loss: 605.5523 - output00_loss: 12.3890 - output01_loss: 13.1315 - output02_loss: 21.1869 - output03_loss: 32.0912 - output04_loss: 25.3178 - output05_loss: 18.4021 - output06_loss: 19.1939 - output07_loss: 21.4812 - output08_loss: 14.0374 - output09_loss: 19.1018 - output10_loss: 19.0724 - output11_loss: 20.7571 - output12_loss: 16.5558 - output13_loss: 24.8918 - output14_loss: 17.4534 - output15_loss: 27.2337 - output16_loss: 20.7416 - output17_loss: 21.4718 - output18_loss: 14.1334 - output19_loss: 10.1553 - output20_loss: 11.6596 - output21_loss: 29.4049 - output22_loss: 22.2415 - output23_loss: 15.3894 - output24_loss: 21.3162 - output25_loss: 27.7730 - output26_loss: 14.5442 - output27_loss: 28.4121 - output28_loss: 20.0644 - output29_loss: 25.9479 - output00_mean_squared_error: 12.3890 - output01_mean_squared_error: 13.1315 - output02_mean_squared_error: 21.1869 - output03_mean_squared_error: 32.0912 - output04_mean_squared_error: 25.3178 - output05_mean_squared_error: 18.4021 - output06_mean_squared_error: 19.1939 - output07_mean_squared_error: 21.4812 - output08_mean_squared_error: 14.0374 - output09_mean_squared_error: 19.1018 - output10_mean_squared_error: 19.0724 - output11_mean_squared_error: 20.7571 - output12_mean_squared_error: 16.5558 - output13_mean_squared_error: 24.8918 - output14_mean_squared_error: 17.4534 - output15_mean_squared_error: 27.2337 - output16_mean_squared_error: 20.7416 - output17_mean_squared_error: 21.4718 - output18_mean_squared_error: 14.1334 - output19_mean_squared_error: 10.1553 - output20_mean_squared_error: 11.6596 - output21_mean_squared_error: 29.4049 - output22_mean_squared_error: 22.2415 - output23_mean_squared_error: 15.3894 - output24_mean_squared_error: 21.3162 - output25_mean_squared_error: 27.7730 - output26_mean_squared_error: 14.5442 - output27_mean_squared_error: 28.4121 - output28_mean_squared_error: 20.0644 - output29_mean_squared_error: 25.9479 Epoch 1774/2000 121/121 [==============================] - 0s 1ms/step - loss: 605.5308 - output00_loss: 12.3890 - output01_loss: 13.1304 - output02_loss: 21.1858 - output03_loss: 32.0909 - output04_loss: 25.3158 - output05_loss: 18.4020 - output06_loss: 19.1919 - output07_loss: 21.4797 - output08_loss: 14.0371 - output09_loss: 19.1017 - output10_loss: 19.0723 - output11_loss: 20.7571 - output12_loss: 16.5556 - output13_loss: 24.8908 - output14_loss: 17.4524 - output15_loss: 27.2322 - output16_loss: 20.7416 - output17_loss: 21.4711 - output18_loss: 14.1334 - output19_loss: 10.1540 - output20_loss: 11.6585 - output21_loss: 29.4045 - output22_loss: 22.2414 - output23_loss: 15.3894 - output24_loss: 21.3159 - output25_loss: 27.7729 - output26_loss: 14.5442 - output27_loss: 28.4117 - output28_loss: 20.0626 - output29_loss: 25.9448 - output00_mean_squared_error: 12.3890 - output01_mean_squared_error: 13.1304 - output02_mean_squared_error: 21.1858 - output03_mean_squared_error: 32.0909 - output04_mean_squared_error: 25.3158 - output05_mean_squared_error: 18.4020 - output06_mean_squared_error: 19.1919 - output07_mean_squared_error: 21.4797 - output08_mean_squared_error: 14.0371 - output09_mean_squared_error: 19.1017 - output10_mean_squared_error: 19.0723 - output11_mean_squared_error: 20.7571 - output12_mean_squared_error: 16.5556 - output13_mean_squared_error: 24.8908 - output14_mean_squared_error: 17.4524 - output15_mean_squared_error: 27.2322 - output16_mean_squared_error: 20.7416 - output17_mean_squared_error: 21.4711 - output18_mean_squared_error: 14.1334 - output19_mean_squared_error: 10.1540 - output20_mean_squared_error: 11.6585 - output21_mean_squared_error: 29.4045 - output22_mean_squared_error: 22.2414 - output23_mean_squared_error: 15.3894 - output24_mean_squared_error: 21.3159 - output25_mean_squared_error: 27.7729 - output26_mean_squared_error: 14.5442 - output27_mean_squared_error: 28.4117 - output28_mean_squared_error: 20.0626 - output29_mean_squared_error: 25.9448 Epoch 1775/2000 121/121 [==============================] - 0s 2ms/step - loss: 605.5092 - output00_loss: 12.3890 - output01_loss: 13.1294 - output02_loss: 21.1848 - output03_loss: 32.0906 - output04_loss: 25.3137 - output05_loss: 18.4019 - output06_loss: 19.1899 - output07_loss: 21.4782 - output08_loss: 14.0369 - output09_loss: 19.1016 - output10_loss: 19.0723 - output11_loss: 20.7571 - output12_loss: 16.5554 - output13_loss: 24.8899 - output14_loss: 17.4514 - output15_loss: 27.2307 - output16_loss: 20.7416 - output17_loss: 21.4703 - output18_loss: 14.1334 - output19_loss: 10.1527 - output20_loss: 11.6573 - output21_loss: 29.4040 - output22_loss: 22.2413 - output23_loss: 15.3894 - output24_loss: 21.3157 - output25_loss: 27.7728 - output26_loss: 14.5442 - output27_loss: 28.4114 - output28_loss: 20.0608 - output29_loss: 25.9416 - output00_mean_squared_error: 12.3890 - output01_mean_squared_error: 13.1294 - output02_mean_squared_error: 21.1848 - output03_mean_squared_error: 32.0906 - output04_mean_squared_error: 25.3137 - output05_mean_squared_error: 18.4019 - output06_mean_squared_error: 19.1899 - output07_mean_squared_error: 21.4782 - output08_mean_squared_error: 14.0369 - output09_mean_squared_error: 19.1016 - output10_mean_squared_error: 19.0723 - output11_mean_squared_error: 20.7571 - output12_mean_squared_error: 16.5554 - output13_mean_squared_error: 24.8899 - output14_mean_squared_error: 17.4514 - output15_mean_squared_error: 27.2307 - output16_mean_squared_error: 20.7416 - output17_mean_squared_error: 21.4703 - output18_mean_squared_error: 14.1334 - output19_mean_squared_error: 10.1527 - output20_mean_squared_error: 11.6573 - output21_mean_squared_error: 29.4040 - output22_mean_squared_error: 22.2413 - output23_mean_squared_error: 15.3894 - output24_mean_squared_error: 21.3157 - output25_mean_squared_error: 27.7728 - output26_mean_squared_error: 14.5442 - output27_mean_squared_error: 28.4114 - output28_mean_squared_error: 20.0608 - output29_mean_squared_error: 25.9416 Epoch 1776/2000 121/121 [==============================] - 0s 2ms/step - loss: 605.4879 - output00_loss: 12.3890 - output01_loss: 13.1284 - output02_loss: 21.1838 - output03_loss: 32.0904 - output04_loss: 25.3116 - output05_loss: 18.4019 - output06_loss: 19.1879 - output07_loss: 21.4767 - output08_loss: 14.0366 - output09_loss: 19.1015 - output10_loss: 19.0722 - output11_loss: 20.7571 - output12_loss: 16.5552 - output13_loss: 24.8889 - output14_loss: 17.4503 - output15_loss: 27.2293 - output16_loss: 20.7415 - output17_loss: 21.4695 - output18_loss: 14.1334 - output19_loss: 10.1515 - output20_loss: 11.6561 - output21_loss: 29.4036 - output22_loss: 22.2412 - output23_loss: 15.3894 - output24_loss: 21.3154 - output25_loss: 27.7728 - output26_loss: 14.5442 - output27_loss: 28.4111 - output28_loss: 20.0590 - output29_loss: 25.9385 - output00_mean_squared_error: 12.3890 - output01_mean_squared_error: 13.1284 - output02_mean_squared_error: 21.1838 - output03_mean_squared_error: 32.0904 - output04_mean_squared_error: 25.3116 - output05_mean_squared_error: 18.4019 - output06_mean_squared_error: 19.1879 - output07_mean_squared_error: 21.4767 - output08_mean_squared_error: 14.0366 - output09_mean_squared_error: 19.1015 - output10_mean_squared_error: 19.0722 - output11_mean_squared_error: 20.7571 - output12_mean_squared_error: 16.5552 - output13_mean_squared_error: 24.8889 - output14_mean_squared_error: 17.4503 - output15_mean_squared_error: 27.2293 - output16_mean_squared_error: 20.7415 - output17_mean_squared_error: 21.4695 - output18_mean_squared_error: 14.1334 - output19_mean_squared_error: 10.1515 - output20_mean_squared_error: 11.6561 - output21_mean_squared_error: 29.4036 - output22_mean_squared_error: 22.2412 - output23_mean_squared_error: 15.3894 - output24_mean_squared_error: 21.3154 - output25_mean_squared_error: 27.7728 - output26_mean_squared_error: 14.5442 - output27_mean_squared_error: 28.4111 - output28_mean_squared_error: 20.0590 - output29_mean_squared_error: 25.9385 Epoch 1777/2000 121/121 [==============================] - 0s 2ms/step - loss: 605.4664 - output00_loss: 12.3890 - output01_loss: 13.1273 - output02_loss: 21.1828 - output03_loss: 32.0901 - output04_loss: 25.3096 - output05_loss: 18.4018 - output06_loss: 19.1859 - output07_loss: 21.4752 - output08_loss: 14.0364 - output09_loss: 19.1013 - output10_loss: 19.0722 - output11_loss: 20.7571 - output12_loss: 16.5551 - output13_loss: 24.8879 - output14_loss: 17.4493 - output15_loss: 27.2278 - output16_loss: 20.7415 - output17_loss: 21.4688 - output18_loss: 14.1333 - output19_loss: 10.1502 - output20_loss: 11.6549 - output21_loss: 29.4032 - output22_loss: 22.2412 - output23_loss: 15.3894 - output24_loss: 21.3152 - output25_loss: 27.7727 - output26_loss: 14.5442 - output27_loss: 28.4107 - output28_loss: 20.0572 - output29_loss: 25.9353 - output00_mean_squared_error: 12.3890 - output01_mean_squared_error: 13.1273 - output02_mean_squared_error: 21.1828 - output03_mean_squared_error: 32.0901 - output04_mean_squared_error: 25.3096 - output05_mean_squared_error: 18.4018 - output06_mean_squared_error: 19.1859 - output07_mean_squared_error: 21.4752 - output08_mean_squared_error: 14.0364 - output09_mean_squared_error: 19.1013 - output10_mean_squared_error: 19.0722 - output11_mean_squared_error: 20.7571 - output12_mean_squared_error: 16.5551 - output13_mean_squared_error: 24.8879 - output14_mean_squared_error: 17.4493 - output15_mean_squared_error: 27.2278 - output16_mean_squared_error: 20.7415 - output17_mean_squared_error: 21.4688 - output18_mean_squared_error: 14.1333 - output19_mean_squared_error: 10.1502 - output20_mean_squared_error: 11.6549 - output21_mean_squared_error: 29.4032 - output22_mean_squared_error: 22.2412 - output23_mean_squared_error: 15.3894 - output24_mean_squared_error: 21.3152 - output25_mean_squared_error: 27.7727 - output26_mean_squared_error: 14.5442 - output27_mean_squared_error: 28.4107 - output28_mean_squared_error: 20.0572 - output29_mean_squared_error: 25.9353 Epoch 1778/2000 121/121 [==============================] - 0s 2ms/step - loss: 605.4451 - output00_loss: 12.3890 - output01_loss: 13.1263 - output02_loss: 21.1818 - output03_loss: 32.0898 - output04_loss: 25.3075 - output05_loss: 18.4017 - output06_loss: 19.1839 - output07_loss: 21.4737 - output08_loss: 14.0362 - output09_loss: 19.1012 - output10_loss: 19.0722 - output11_loss: 20.7571 - output12_loss: 16.5549 - output13_loss: 24.8869 - output14_loss: 17.4483 - output15_loss: 27.2263 - output16_loss: 20.7415 - output17_loss: 21.4680 - output18_loss: 14.1333 - output19_loss: 10.1489 - output20_loss: 11.6537 - output21_loss: 29.4028 - output22_loss: 22.2411 - output23_loss: 15.3894 - output24_loss: 21.3150 - output25_loss: 27.7726 - output26_loss: 14.5441 - output27_loss: 28.4104 - output28_loss: 20.0554 - output29_loss: 25.9322 - output00_mean_squared_error: 12.3890 - output01_mean_squared_error: 13.1263 - output02_mean_squared_error: 21.1818 - output03_mean_squared_error: 32.0898 - output04_mean_squared_error: 25.3075 - output05_mean_squared_error: 18.4017 - output06_mean_squared_error: 19.1839 - output07_mean_squared_error: 21.4737 - output08_mean_squared_error: 14.0362 - output09_mean_squared_error: 19.1012 - output10_mean_squared_error: 19.0722 - output11_mean_squared_error: 20.7571 - output12_mean_squared_error: 16.5549 - output13_mean_squared_error: 24.8869 - output14_mean_squared_error: 17.4483 - output15_mean_squared_error: 27.2263 - output16_mean_squared_error: 20.7415 - output17_mean_squared_error: 21.4680 - output18_mean_squared_error: 14.1333 - output19_mean_squared_error: 10.1489 - output20_mean_squared_error: 11.6537 - output21_mean_squared_error: 29.4028 - output22_mean_squared_error: 22.2411 - output23_mean_squared_error: 15.3894 - output24_mean_squared_error: 21.3150 - output25_mean_squared_error: 27.7726 - output26_mean_squared_error: 14.5441 - output27_mean_squared_error: 28.4104 - output28_mean_squared_error: 20.0554 - output29_mean_squared_error: 25.9322 Epoch 1779/2000 121/121 [==============================] - 0s 1ms/step - loss: 605.4237 - output00_loss: 12.3890 - output01_loss: 13.1253 - output02_loss: 21.1808 - output03_loss: 32.0895 - output04_loss: 25.3054 - output05_loss: 18.4016 - output06_loss: 19.1819 - output07_loss: 21.4722 - output08_loss: 14.0359 - output09_loss: 19.1011 - output10_loss: 19.0721 - output11_loss: 20.7571 - output12_loss: 16.5547 - output13_loss: 24.8859 - output14_loss: 17.4472 - output15_loss: 27.2249 - output16_loss: 20.7415 - output17_loss: 21.4672 - output18_loss: 14.1333 - output19_loss: 10.1476 - output20_loss: 11.6526 - output21_loss: 29.4024 - output22_loss: 22.2410 - output23_loss: 15.3894 - output24_loss: 21.3147 - output25_loss: 27.7726 - output26_loss: 14.5441 - output27_loss: 28.4101 - output28_loss: 20.0536 - output29_loss: 25.9291 - output00_mean_squared_error: 12.3890 - output01_mean_squared_error: 13.1253 - output02_mean_squared_error: 21.1808 - output03_mean_squared_error: 32.0895 - output04_mean_squared_error: 25.3054 - output05_mean_squared_error: 18.4016 - output06_mean_squared_error: 19.1819 - output07_mean_squared_error: 21.4722 - output08_mean_squared_error: 14.0359 - output09_mean_squared_error: 19.1011 - output10_mean_squared_error: 19.0721 - output11_mean_squared_error: 20.7571 - output12_mean_squared_error: 16.5547 - output13_mean_squared_error: 24.8859 - output14_mean_squared_error: 17.4472 - output15_mean_squared_error: 27.2249 - output16_mean_squared_error: 20.7415 - output17_mean_squared_error: 21.4672 - output18_mean_squared_error: 14.1333 - output19_mean_squared_error: 10.1476 - output20_mean_squared_error: 11.6526 - output21_mean_squared_error: 29.4024 - output22_mean_squared_error: 22.2410 - output23_mean_squared_error: 15.3894 - output24_mean_squared_error: 21.3147 - output25_mean_squared_error: 27.7726 - output26_mean_squared_error: 14.5441 - output27_mean_squared_error: 28.4101 - output28_mean_squared_error: 20.0536 - output29_mean_squared_error: 25.9291 Epoch 1780/2000 121/121 [==============================] - 0s 1ms/step - loss: 605.4025 - output00_loss: 12.3890 - output01_loss: 13.1243 - output02_loss: 21.1798 - output03_loss: 32.0893 - output04_loss: 25.3034 - output05_loss: 18.4015 - output06_loss: 19.1799 - output07_loss: 21.4707 - output08_loss: 14.0357 - output09_loss: 19.1010 - output10_loss: 19.0721 - output11_loss: 20.7571 - output12_loss: 16.5545 - output13_loss: 24.8850 - output14_loss: 17.4462 - output15_loss: 27.2234 - output16_loss: 20.7415 - output17_loss: 21.4665 - output18_loss: 14.1333 - output19_loss: 10.1463 - output20_loss: 11.6514 - output21_loss: 29.4019 - output22_loss: 22.2409 - output23_loss: 15.3893 - output24_loss: 21.3145 - output25_loss: 27.7725 - output26_loss: 14.5441 - output27_loss: 28.4098 - output28_loss: 20.0518 - output29_loss: 25.9259 - output00_mean_squared_error: 12.3890 - output01_mean_squared_error: 13.1243 - output02_mean_squared_error: 21.1798 - output03_mean_squared_error: 32.0893 - output04_mean_squared_error: 25.3034 - output05_mean_squared_error: 18.4015 - output06_mean_squared_error: 19.1799 - output07_mean_squared_error: 21.4707 - output08_mean_squared_error: 14.0357 - output09_mean_squared_error: 19.1010 - output10_mean_squared_error: 19.0721 - output11_mean_squared_error: 20.7571 - output12_mean_squared_error: 16.5545 - output13_mean_squared_error: 24.8850 - output14_mean_squared_error: 17.4462 - output15_mean_squared_error: 27.2234 - output16_mean_squared_error: 20.7415 - output17_mean_squared_error: 21.4665 - output18_mean_squared_error: 14.1333 - output19_mean_squared_error: 10.1463 - output20_mean_squared_error: 11.6514 - output21_mean_squared_error: 29.4019 - output22_mean_squared_error: 22.2409 - output23_mean_squared_error: 15.3893 - output24_mean_squared_error: 21.3145 - output25_mean_squared_error: 27.7725 - output26_mean_squared_error: 14.5441 - output27_mean_squared_error: 28.4098 - output28_mean_squared_error: 20.0518 - output29_mean_squared_error: 25.9259 Epoch 1781/2000 121/121 [==============================] - 0s 893us/step - loss: 605.3811 - output00_loss: 12.3889 - output01_loss: 13.1232 - output02_loss: 21.1788 - output03_loss: 32.0890 - output04_loss: 25.3013 - output05_loss: 18.4015 - output06_loss: 19.1779 - output07_loss: 21.4692 - output08_loss: 14.0355 - output09_loss: 19.1009 - output10_loss: 19.0720 - output11_loss: 20.7571 - output12_loss: 16.5543 - output13_loss: 24.8840 - output14_loss: 17.4452 - output15_loss: 27.2219 - output16_loss: 20.7415 - output17_loss: 21.4657 - output18_loss: 14.1333 - output19_loss: 10.1450 - output20_loss: 11.6502 - output21_loss: 29.4015 - output22_loss: 22.2408 - output23_loss: 15.3893 - output24_loss: 21.3142 - output25_loss: 27.7724 - output26_loss: 14.5441 - output27_loss: 28.4094 - output28_loss: 20.0500 - output29_loss: 25.9228 - output00_mean_squared_error: 12.3889 - output01_mean_squared_error: 13.1232 - output02_mean_squared_error: 21.1788 - output03_mean_squared_error: 32.0890 - output04_mean_squared_error: 25.3013 - output05_mean_squared_error: 18.4015 - output06_mean_squared_error: 19.1779 - output07_mean_squared_error: 21.4692 - output08_mean_squared_error: 14.0355 - output09_mean_squared_error: 19.1009 - output10_mean_squared_error: 19.0720 - output11_mean_squared_error: 20.7571 - output12_mean_squared_error: 16.5543 - output13_mean_squared_error: 24.8840 - output14_mean_squared_error: 17.4452 - output15_mean_squared_error: 27.2219 - output16_mean_squared_error: 20.7415 - output17_mean_squared_error: 21.4657 - output18_mean_squared_error: 14.1333 - output19_mean_squared_error: 10.1450 - output20_mean_squared_error: 11.6502 - output21_mean_squared_error: 29.4015 - output22_mean_squared_error: 22.2408 - output23_mean_squared_error: 15.3893 - output24_mean_squared_error: 21.3142 - output25_mean_squared_error: 27.7724 - output26_mean_squared_error: 14.5441 - output27_mean_squared_error: 28.4094 - output28_mean_squared_error: 20.0500 - output29_mean_squared_error: 25.9228 Epoch 1782/2000 121/121 [==============================] - 0s 940us/step - loss: 605.3600 - output00_loss: 12.3889 - output01_loss: 13.1222 - output02_loss: 21.1778 - output03_loss: 32.0887 - output04_loss: 25.2993 - output05_loss: 18.4014 - output06_loss: 19.1759 - output07_loss: 21.4678 - output08_loss: 14.0352 - output09_loss: 19.1008 - output10_loss: 19.0720 - output11_loss: 20.7571 - output12_loss: 16.5541 - output13_loss: 24.8830 - output14_loss: 17.4442 - output15_loss: 27.2205 - output16_loss: 20.7415 - output17_loss: 21.4649 - output18_loss: 14.1333 - output19_loss: 10.1437 - output20_loss: 11.6490 - output21_loss: 29.4011 - output22_loss: 22.2407 - output23_loss: 15.3893 - output24_loss: 21.3140 - output25_loss: 27.7724 - output26_loss: 14.5441 - output27_loss: 28.4091 - output28_loss: 20.0482 - output29_loss: 25.9197 - output00_mean_squared_error: 12.3889 - output01_mean_squared_error: 13.1222 - output02_mean_squared_error: 21.1778 - output03_mean_squared_error: 32.0887 - output04_mean_squared_error: 25.2993 - output05_mean_squared_error: 18.4014 - output06_mean_squared_error: 19.1759 - output07_mean_squared_error: 21.4678 - output08_mean_squared_error: 14.0352 - output09_mean_squared_error: 19.1008 - output10_mean_squared_error: 19.0720 - output11_mean_squared_error: 20.7571 - output12_mean_squared_error: 16.5541 - output13_mean_squared_error: 24.8830 - output14_mean_squared_error: 17.4442 - output15_mean_squared_error: 27.2205 - output16_mean_squared_error: 20.7415 - output17_mean_squared_error: 21.4649 - output18_mean_squared_error: 14.1333 - output19_mean_squared_error: 10.1437 - output20_mean_squared_error: 11.6490 - output21_mean_squared_error: 29.4011 - output22_mean_squared_error: 22.2407 - output23_mean_squared_error: 15.3893 - output24_mean_squared_error: 21.3140 - output25_mean_squared_error: 27.7724 - output26_mean_squared_error: 14.5441 - output27_mean_squared_error: 28.4091 - output28_mean_squared_error: 20.0482 - output29_mean_squared_error: 25.9197 Epoch 1783/2000 121/121 [==============================] - 0s 959us/step - loss: 605.3388 - output00_loss: 12.3889 - output01_loss: 13.1212 - output02_loss: 21.1768 - output03_loss: 32.0884 - output04_loss: 25.2972 - output05_loss: 18.4013 - output06_loss: 19.1739 - output07_loss: 21.4663 - output08_loss: 14.0350 - output09_loss: 19.1007 - output10_loss: 19.0719 - output11_loss: 20.7571 - output12_loss: 16.5540 - output13_loss: 24.8821 - output14_loss: 17.4431 - output15_loss: 27.2190 - output16_loss: 20.7415 - output17_loss: 21.4642 - output18_loss: 14.1333 - output19_loss: 10.1425 - output20_loss: 11.6479 - output21_loss: 29.4007 - output22_loss: 22.2406 - output23_loss: 15.3893 - output24_loss: 21.3137 - output25_loss: 27.7723 - output26_loss: 14.5441 - output27_loss: 28.4088 - output28_loss: 20.0464 - output29_loss: 25.9166 - output00_mean_squared_error: 12.3889 - output01_mean_squared_error: 13.1212 - output02_mean_squared_error: 21.1768 - output03_mean_squared_error: 32.0884 - output04_mean_squared_error: 25.2972 - output05_mean_squared_error: 18.4013 - output06_mean_squared_error: 19.1739 - output07_mean_squared_error: 21.4663 - output08_mean_squared_error: 14.0350 - output09_mean_squared_error: 19.1007 - output10_mean_squared_error: 19.0719 - output11_mean_squared_error: 20.7571 - output12_mean_squared_error: 16.5540 - output13_mean_squared_error: 24.8821 - output14_mean_squared_error: 17.4431 - output15_mean_squared_error: 27.2190 - output16_mean_squared_error: 20.7415 - output17_mean_squared_error: 21.4642 - output18_mean_squared_error: 14.1333 - output19_mean_squared_error: 10.1425 - output20_mean_squared_error: 11.6479 - output21_mean_squared_error: 29.4007 - output22_mean_squared_error: 22.2406 - output23_mean_squared_error: 15.3893 - output24_mean_squared_error: 21.3137 - output25_mean_squared_error: 27.7723 - output26_mean_squared_error: 14.5441 - output27_mean_squared_error: 28.4088 - output28_mean_squared_error: 20.0464 - output29_mean_squared_error: 25.9166 Epoch 1784/2000 121/121 [==============================] - 0s 1ms/step - loss: 605.3177 - output00_loss: 12.3889 - output01_loss: 13.1202 - output02_loss: 21.1758 - output03_loss: 32.0882 - output04_loss: 25.2952 - output05_loss: 18.4012 - output06_loss: 19.1720 - output07_loss: 21.4648 - output08_loss: 14.0348 - output09_loss: 19.1005 - output10_loss: 19.0719 - output11_loss: 20.7571 - output12_loss: 16.5538 - output13_loss: 24.8811 - output14_loss: 17.4421 - output15_loss: 27.2176 - output16_loss: 20.7415 - output17_loss: 21.4634 - output18_loss: 14.1333 - output19_loss: 10.1412 - output20_loss: 11.6467 - output21_loss: 29.4003 - output22_loss: 22.2405 - output23_loss: 15.3893 - output24_loss: 21.3135 - output25_loss: 27.7722 - output26_loss: 14.5441 - output27_loss: 28.4085 - output28_loss: 20.0446 - output29_loss: 25.9135 - output00_mean_squared_error: 12.3889 - output01_mean_squared_error: 13.1202 - output02_mean_squared_error: 21.1758 - output03_mean_squared_error: 32.0882 - output04_mean_squared_error: 25.2952 - output05_mean_squared_error: 18.4012 - output06_mean_squared_error: 19.1720 - output07_mean_squared_error: 21.4648 - output08_mean_squared_error: 14.0348 - output09_mean_squared_error: 19.1005 - output10_mean_squared_error: 19.0719 - output11_mean_squared_error: 20.7571 - output12_mean_squared_error: 16.5538 - output13_mean_squared_error: 24.8811 - output14_mean_squared_error: 17.4421 - output15_mean_squared_error: 27.2176 - output16_mean_squared_error: 20.7415 - output17_mean_squared_error: 21.4634 - output18_mean_squared_error: 14.1333 - output19_mean_squared_error: 10.1412 - output20_mean_squared_error: 11.6467 - output21_mean_squared_error: 29.4003 - output22_mean_squared_error: 22.2405 - output23_mean_squared_error: 15.3893 - output24_mean_squared_error: 21.3135 - output25_mean_squared_error: 27.7722 - output26_mean_squared_error: 14.5441 - output27_mean_squared_error: 28.4085 - output28_mean_squared_error: 20.0446 - output29_mean_squared_error: 25.9135 Epoch 1785/2000 121/121 [==============================] - 0s 1ms/step - loss: 605.2964 - output00_loss: 12.3889 - output01_loss: 13.1191 - output02_loss: 21.1748 - output03_loss: 32.0879 - output04_loss: 25.2931 - output05_loss: 18.4012 - output06_loss: 19.1700 - output07_loss: 21.4633 - output08_loss: 14.0345 - output09_loss: 19.1004 - output10_loss: 19.0719 - output11_loss: 20.7571 - output12_loss: 16.5536 - output13_loss: 24.8802 - output14_loss: 17.4411 - output15_loss: 27.2161 - output16_loss: 20.7415 - output17_loss: 21.4627 - output18_loss: 14.1332 - output19_loss: 10.1399 - output20_loss: 11.6456 - output21_loss: 29.3999 - output22_loss: 22.2404 - output23_loss: 15.3893 - output24_loss: 21.3133 - output25_loss: 27.7722 - output26_loss: 14.5441 - output27_loss: 28.4082 - output28_loss: 20.0429 - output29_loss: 25.9103 - output00_mean_squared_error: 12.3889 - output01_mean_squared_error: 13.1191 - output02_mean_squared_error: 21.1748 - output03_mean_squared_error: 32.0879 - output04_mean_squared_error: 25.2931 - output05_mean_squared_error: 18.4012 - output06_mean_squared_error: 19.1700 - output07_mean_squared_error: 21.4633 - output08_mean_squared_error: 14.0345 - output09_mean_squared_error: 19.1004 - output10_mean_squared_error: 19.0719 - output11_mean_squared_error: 20.7571 - output12_mean_squared_error: 16.5536 - output13_mean_squared_error: 24.8802 - output14_mean_squared_error: 17.4411 - output15_mean_squared_error: 27.2161 - output16_mean_squared_error: 20.7415 - output17_mean_squared_error: 21.4627 - output18_mean_squared_error: 14.1332 - output19_mean_squared_error: 10.1399 - output20_mean_squared_error: 11.6456 - output21_mean_squared_error: 29.3999 - output22_mean_squared_error: 22.2404 - output23_mean_squared_error: 15.3893 - output24_mean_squared_error: 21.3133 - output25_mean_squared_error: 27.7722 - output26_mean_squared_error: 14.5441 - output27_mean_squared_error: 28.4082 - output28_mean_squared_error: 20.0429 - output29_mean_squared_error: 25.9103 Epoch 1786/2000 121/121 [==============================] - 0s 1ms/step - loss: 605.2755 - output00_loss: 12.3889 - output01_loss: 13.1181 - output02_loss: 21.1738 - output03_loss: 32.0876 - output04_loss: 25.2911 - output05_loss: 18.4011 - output06_loss: 19.1680 - output07_loss: 21.4619 - output08_loss: 14.0343 - output09_loss: 19.1003 - output10_loss: 19.0718 - output11_loss: 20.7571 - output12_loss: 16.5534 - output13_loss: 24.8792 - output14_loss: 17.4401 - output15_loss: 27.2147 - output16_loss: 20.7415 - output17_loss: 21.4619 - output18_loss: 14.1332 - output19_loss: 10.1386 - output20_loss: 11.6444 - output21_loss: 29.3995 - output22_loss: 22.2403 - output23_loss: 15.3893 - output24_loss: 21.3130 - output25_loss: 27.7721 - output26_loss: 14.5441 - output27_loss: 28.4079 - output28_loss: 20.0411 - output29_loss: 25.9072 - output00_mean_squared_error: 12.3889 - output01_mean_squared_error: 13.1181 - output02_mean_squared_error: 21.1738 - output03_mean_squared_error: 32.0876 - output04_mean_squared_error: 25.2911 - output05_mean_squared_error: 18.4011 - output06_mean_squared_error: 19.1680 - output07_mean_squared_error: 21.4619 - output08_mean_squared_error: 14.0343 - output09_mean_squared_error: 19.1003 - output10_mean_squared_error: 19.0718 - output11_mean_squared_error: 20.7571 - output12_mean_squared_error: 16.5534 - output13_mean_squared_error: 24.8792 - output14_mean_squared_error: 17.4401 - output15_mean_squared_error: 27.2147 - output16_mean_squared_error: 20.7415 - output17_mean_squared_error: 21.4619 - output18_mean_squared_error: 14.1332 - output19_mean_squared_error: 10.1386 - output20_mean_squared_error: 11.6444 - output21_mean_squared_error: 29.3995 - output22_mean_squared_error: 22.2403 - output23_mean_squared_error: 15.3893 - output24_mean_squared_error: 21.3130 - output25_mean_squared_error: 27.7721 - output26_mean_squared_error: 14.5441 - output27_mean_squared_error: 28.4079 - output28_mean_squared_error: 20.0411 - output29_mean_squared_error: 25.9072 Epoch 1787/2000 121/121 [==============================] - 0s 1ms/step - loss: 605.2545 - output00_loss: 12.3889 - output01_loss: 13.1171 - output02_loss: 21.1728 - output03_loss: 32.0874 - output04_loss: 25.2891 - output05_loss: 18.4010 - output06_loss: 19.1661 - output07_loss: 21.4604 - output08_loss: 14.0341 - output09_loss: 19.1002 - output10_loss: 19.0718 - output11_loss: 20.7571 - output12_loss: 16.5532 - output13_loss: 24.8782 - output14_loss: 17.4391 - output15_loss: 27.2133 - output16_loss: 20.7415 - output17_loss: 21.4612 - output18_loss: 14.1332 - output19_loss: 10.1373 - output20_loss: 11.6432 - output21_loss: 29.3991 - output22_loss: 22.2402 - output23_loss: 15.3892 - output24_loss: 21.3128 - output25_loss: 27.7720 - output26_loss: 14.5441 - output27_loss: 28.4075 - output28_loss: 20.0393 - output29_loss: 25.9041 - output00_mean_squared_error: 12.3889 - output01_mean_squared_error: 13.1171 - output02_mean_squared_error: 21.1728 - output03_mean_squared_error: 32.0874 - output04_mean_squared_error: 25.2891 - output05_mean_squared_error: 18.4010 - output06_mean_squared_error: 19.1661 - output07_mean_squared_error: 21.4604 - output08_mean_squared_error: 14.0341 - output09_mean_squared_error: 19.1002 - output10_mean_squared_error: 19.0718 - output11_mean_squared_error: 20.7571 - output12_mean_squared_error: 16.5532 - output13_mean_squared_error: 24.8782 - output14_mean_squared_error: 17.4391 - output15_mean_squared_error: 27.2133 - output16_mean_squared_error: 20.7415 - output17_mean_squared_error: 21.4612 - output18_mean_squared_error: 14.1332 - output19_mean_squared_error: 10.1373 - output20_mean_squared_error: 11.6432 - output21_mean_squared_error: 29.3991 - output22_mean_squared_error: 22.2402 - output23_mean_squared_error: 15.3892 - output24_mean_squared_error: 21.3128 - output25_mean_squared_error: 27.7720 - output26_mean_squared_error: 14.5441 - output27_mean_squared_error: 28.4075 - output28_mean_squared_error: 20.0393 - output29_mean_squared_error: 25.9041 Epoch 1788/2000 121/121 [==============================] - 0s 2ms/step - loss: 605.2336 - output00_loss: 12.3889 - output01_loss: 13.1161 - output02_loss: 21.1718 - output03_loss: 32.0871 - output04_loss: 25.2870 - output05_loss: 18.4009 - output06_loss: 19.1641 - output07_loss: 21.4589 - output08_loss: 14.0338 - output09_loss: 19.1001 - output10_loss: 19.0717 - output11_loss: 20.7571 - output12_loss: 16.5531 - output13_loss: 24.8773 - output14_loss: 17.4381 - output15_loss: 27.2118 - output16_loss: 20.7415 - output17_loss: 21.4604 - output18_loss: 14.1332 - output19_loss: 10.1361 - output20_loss: 11.6421 - output21_loss: 29.3987 - output22_loss: 22.2401 - output23_loss: 15.3892 - output24_loss: 21.3126 - output25_loss: 27.7720 - output26_loss: 14.5440 - output27_loss: 28.4072 - output28_loss: 20.0375 - output29_loss: 25.9010 - output00_mean_squared_error: 12.3889 - output01_mean_squared_error: 13.1161 - output02_mean_squared_error: 21.1718 - output03_mean_squared_error: 32.0871 - output04_mean_squared_error: 25.2870 - output05_mean_squared_error: 18.4009 - output06_mean_squared_error: 19.1641 - output07_mean_squared_error: 21.4589 - output08_mean_squared_error: 14.0338 - output09_mean_squared_error: 19.1001 - output10_mean_squared_error: 19.0717 - output11_mean_squared_error: 20.7571 - output12_mean_squared_error: 16.5531 - output13_mean_squared_error: 24.8773 - output14_mean_squared_error: 17.4381 - output15_mean_squared_error: 27.2118 - output16_mean_squared_error: 20.7415 - output17_mean_squared_error: 21.4604 - output18_mean_squared_error: 14.1332 - output19_mean_squared_error: 10.1361 - output20_mean_squared_error: 11.6421 - output21_mean_squared_error: 29.3987 - output22_mean_squared_error: 22.2401 - output23_mean_squared_error: 15.3892 - output24_mean_squared_error: 21.3126 - output25_mean_squared_error: 27.7720 - output26_mean_squared_error: 14.5440 - output27_mean_squared_error: 28.4072 - output28_mean_squared_error: 20.0375 - output29_mean_squared_error: 25.9010 Epoch 1789/2000 121/121 [==============================] - 0s 507us/step - loss: 605.2125 - output00_loss: 12.3889 - output01_loss: 13.1151 - output02_loss: 21.1708 - output03_loss: 32.0868 - output04_loss: 25.2850 - output05_loss: 18.4009 - output06_loss: 19.1621 - output07_loss: 21.4575 - output08_loss: 14.0336 - output09_loss: 19.1000 - output10_loss: 19.0717 - output11_loss: 20.7571 - output12_loss: 16.5529 - output13_loss: 24.8763 - output14_loss: 17.4371 - output15_loss: 27.2104 - output16_loss: 20.7414 - output17_loss: 21.4597 - output18_loss: 14.1332 - output19_loss: 10.1348 - output20_loss: 11.6409 - output21_loss: 29.3982 - output22_loss: 22.2400 - output23_loss: 15.3892 - output24_loss: 21.3123 - output25_loss: 27.7719 - output26_loss: 14.5440 - output27_loss: 28.4069 - output28_loss: 20.0358 - output29_loss: 25.8980 - output00_mean_squared_error: 12.3889 - output01_mean_squared_error: 13.1151 - output02_mean_squared_error: 21.1708 - output03_mean_squared_error: 32.0868 - output04_mean_squared_error: 25.2850 - output05_mean_squared_error: 18.4009 - output06_mean_squared_error: 19.1621 - output07_mean_squared_error: 21.4575 - output08_mean_squared_error: 14.0336 - output09_mean_squared_error: 19.1000 - output10_mean_squared_error: 19.0717 - output11_mean_squared_error: 20.7571 - output12_mean_squared_error: 16.5529 - output13_mean_squared_error: 24.8763 - output14_mean_squared_error: 17.4371 - output15_mean_squared_error: 27.2104 - output16_mean_squared_error: 20.7414 - output17_mean_squared_error: 21.4597 - output18_mean_squared_error: 14.1332 - output19_mean_squared_error: 10.1348 - output20_mean_squared_error: 11.6409 - output21_mean_squared_error: 29.3982 - output22_mean_squared_error: 22.2400 - output23_mean_squared_error: 15.3892 - output24_mean_squared_error: 21.3123 - output25_mean_squared_error: 27.7719 - output26_mean_squared_error: 14.5440 - output27_mean_squared_error: 28.4069 - output28_mean_squared_error: 20.0358 - output29_mean_squared_error: 25.8980 Epoch 1790/2000 121/121 [==============================] - 0s 998us/step - loss: 605.1917 - output00_loss: 12.3889 - output01_loss: 13.1141 - output02_loss: 21.1698 - output03_loss: 32.0866 - output04_loss: 25.2830 - output05_loss: 18.4008 - output06_loss: 19.1602 - output07_loss: 21.4560 - output08_loss: 14.0334 - output09_loss: 19.0999 - output10_loss: 19.0717 - output11_loss: 20.7571 - output12_loss: 16.5527 - output13_loss: 24.8754 - output14_loss: 17.4361 - output15_loss: 27.2089 - output16_loss: 20.7414 - output17_loss: 21.4589 - output18_loss: 14.1332 - output19_loss: 10.1335 - output20_loss: 11.6398 - output21_loss: 29.3978 - output22_loss: 22.2399 - output23_loss: 15.3892 - output24_loss: 21.3121 - output25_loss: 27.7718 - output26_loss: 14.5440 - output27_loss: 28.4066 - output28_loss: 20.0340 - output29_loss: 25.8949 - output00_mean_squared_error: 12.3889 - output01_mean_squared_error: 13.1141 - output02_mean_squared_error: 21.1698 - output03_mean_squared_error: 32.0866 - output04_mean_squared_error: 25.2830 - output05_mean_squared_error: 18.4008 - output06_mean_squared_error: 19.1602 - output07_mean_squared_error: 21.4560 - output08_mean_squared_error: 14.0334 - output09_mean_squared_error: 19.0999 - output10_mean_squared_error: 19.0717 - output11_mean_squared_error: 20.7571 - output12_mean_squared_error: 16.5527 - output13_mean_squared_error: 24.8754 - output14_mean_squared_error: 17.4361 - output15_mean_squared_error: 27.2089 - output16_mean_squared_error: 20.7414 - output17_mean_squared_error: 21.4589 - output18_mean_squared_error: 14.1332 - output19_mean_squared_error: 10.1335 - output20_mean_squared_error: 11.6398 - output21_mean_squared_error: 29.3978 - output22_mean_squared_error: 22.2399 - output23_mean_squared_error: 15.3892 - output24_mean_squared_error: 21.3121 - output25_mean_squared_error: 27.7718 - output26_mean_squared_error: 14.5440 - output27_mean_squared_error: 28.4066 - output28_mean_squared_error: 20.0340 - output29_mean_squared_error: 25.8949 Epoch 1791/2000 121/121 [==============================] - 0s 1ms/step - loss: 605.1708 - output00_loss: 12.3889 - output01_loss: 13.1130 - output02_loss: 21.1688 - output03_loss: 32.0863 - output04_loss: 25.2810 - output05_loss: 18.4007 - output06_loss: 19.1582 - output07_loss: 21.4546 - output08_loss: 14.0332 - output09_loss: 19.0998 - output10_loss: 19.0716 - output11_loss: 20.7571 - output12_loss: 16.5525 - output13_loss: 24.8744 - output14_loss: 17.4351 - output15_loss: 27.2075 - output16_loss: 20.7414 - output17_loss: 21.4582 - output18_loss: 14.1332 - output19_loss: 10.1323 - output20_loss: 11.6386 - output21_loss: 29.3974 - output22_loss: 22.2398 - output23_loss: 15.3892 - output24_loss: 21.3119 - output25_loss: 27.7718 - output26_loss: 14.5440 - output27_loss: 28.4063 - output28_loss: 20.0322 - output29_loss: 25.8918 - output00_mean_squared_error: 12.3889 - output01_mean_squared_error: 13.1130 - output02_mean_squared_error: 21.1688 - output03_mean_squared_error: 32.0863 - output04_mean_squared_error: 25.2810 - output05_mean_squared_error: 18.4007 - output06_mean_squared_error: 19.1582 - output07_mean_squared_error: 21.4546 - output08_mean_squared_error: 14.0332 - output09_mean_squared_error: 19.0998 - output10_mean_squared_error: 19.0716 - output11_mean_squared_error: 20.7571 - output12_mean_squared_error: 16.5525 - output13_mean_squared_error: 24.8744 - output14_mean_squared_error: 17.4351 - output15_mean_squared_error: 27.2075 - output16_mean_squared_error: 20.7414 - output17_mean_squared_error: 21.4582 - output18_mean_squared_error: 14.1332 - output19_mean_squared_error: 10.1323 - output20_mean_squared_error: 11.6386 - output21_mean_squared_error: 29.3974 - output22_mean_squared_error: 22.2398 - output23_mean_squared_error: 15.3892 - output24_mean_squared_error: 21.3119 - output25_mean_squared_error: 27.7718 - output26_mean_squared_error: 14.5440 - output27_mean_squared_error: 28.4063 - output28_mean_squared_error: 20.0322 - output29_mean_squared_error: 25.8918 Epoch 1792/2000 121/121 [==============================] - 0s 1ms/step - loss: 605.1500 - output00_loss: 12.3889 - output01_loss: 13.1120 - output02_loss: 21.1679 - output03_loss: 32.0861 - output04_loss: 25.2790 - output05_loss: 18.4006 - output06_loss: 19.1563 - output07_loss: 21.4531 - output08_loss: 14.0329 - output09_loss: 19.0997 - output10_loss: 19.0716 - output11_loss: 20.7570 - output12_loss: 16.5523 - output13_loss: 24.8735 - output14_loss: 17.4341 - output15_loss: 27.2061 - output16_loss: 20.7414 - output17_loss: 21.4574 - output18_loss: 14.1331 - output19_loss: 10.1310 - output20_loss: 11.6375 - output21_loss: 29.3970 - output22_loss: 22.2398 - output23_loss: 15.3892 - output24_loss: 21.3116 - output25_loss: 27.7717 - output26_loss: 14.5440 - output27_loss: 28.4060 - output28_loss: 20.0305 - output29_loss: 25.8887 - output00_mean_squared_error: 12.3889 - output01_mean_squared_error: 13.1120 - output02_mean_squared_error: 21.1679 - output03_mean_squared_error: 32.0861 - output04_mean_squared_error: 25.2790 - output05_mean_squared_error: 18.4006 - output06_mean_squared_error: 19.1563 - output07_mean_squared_error: 21.4531 - output08_mean_squared_error: 14.0329 - output09_mean_squared_error: 19.0997 - output10_mean_squared_error: 19.0716 - output11_mean_squared_error: 20.7570 - output12_mean_squared_error: 16.5523 - output13_mean_squared_error: 24.8735 - output14_mean_squared_error: 17.4341 - output15_mean_squared_error: 27.2061 - output16_mean_squared_error: 20.7414 - output17_mean_squared_error: 21.4574 - output18_mean_squared_error: 14.1331 - output19_mean_squared_error: 10.1310 - output20_mean_squared_error: 11.6375 - output21_mean_squared_error: 29.3970 - output22_mean_squared_error: 22.2398 - output23_mean_squared_error: 15.3892 - output24_mean_squared_error: 21.3116 - output25_mean_squared_error: 27.7717 - output26_mean_squared_error: 14.5440 - output27_mean_squared_error: 28.4060 - output28_mean_squared_error: 20.0305 - output29_mean_squared_error: 25.8887 Epoch 1793/2000 121/121 [==============================] - 0s 942us/step - loss: 605.1293 - output00_loss: 12.3889 - output01_loss: 13.1110 - output02_loss: 21.1669 - output03_loss: 32.0858 - output04_loss: 25.2769 - output05_loss: 18.4006 - output06_loss: 19.1543 - output07_loss: 21.4517 - output08_loss: 14.0327 - output09_loss: 19.0996 - output10_loss: 19.0715 - output11_loss: 20.7570 - output12_loss: 16.5522 - output13_loss: 24.8725 - output14_loss: 17.4331 - output15_loss: 27.2046 - output16_loss: 20.7414 - output17_loss: 21.4567 - output18_loss: 14.1331 - output19_loss: 10.1297 - output20_loss: 11.6363 - output21_loss: 29.3966 - output22_loss: 22.2397 - output23_loss: 15.3892 - output24_loss: 21.3114 - output25_loss: 27.7716 - output26_loss: 14.5440 - output27_loss: 28.4057 - output28_loss: 20.0287 - output29_loss: 25.8856 - output00_mean_squared_error: 12.3889 - output01_mean_squared_error: 13.1110 - output02_mean_squared_error: 21.1669 - output03_mean_squared_error: 32.0858 - output04_mean_squared_error: 25.2769 - output05_mean_squared_error: 18.4006 - output06_mean_squared_error: 19.1543 - output07_mean_squared_error: 21.4517 - output08_mean_squared_error: 14.0327 - output09_mean_squared_error: 19.0996 - output10_mean_squared_error: 19.0715 - output11_mean_squared_error: 20.7570 - output12_mean_squared_error: 16.5522 - output13_mean_squared_error: 24.8725 - output14_mean_squared_error: 17.4331 - output15_mean_squared_error: 27.2046 - output16_mean_squared_error: 20.7414 - output17_mean_squared_error: 21.4567 - output18_mean_squared_error: 14.1331 - output19_mean_squared_error: 10.1297 - output20_mean_squared_error: 11.6363 - output21_mean_squared_error: 29.3966 - output22_mean_squared_error: 22.2397 - output23_mean_squared_error: 15.3892 - output24_mean_squared_error: 21.3114 - output25_mean_squared_error: 27.7716 - output26_mean_squared_error: 14.5440 - output27_mean_squared_error: 28.4057 - output28_mean_squared_error: 20.0287 - output29_mean_squared_error: 25.8856 Epoch 1794/2000 121/121 [==============================] - 0s 733us/step - loss: 605.1085 - output00_loss: 12.3889 - output01_loss: 13.1100 - output02_loss: 21.1659 - output03_loss: 32.0855 - output04_loss: 25.2749 - output05_loss: 18.4005 - output06_loss: 19.1524 - output07_loss: 21.4502 - output08_loss: 14.0325 - output09_loss: 19.0995 - output10_loss: 19.0715 - output11_loss: 20.7570 - output12_loss: 16.5520 - output13_loss: 24.8716 - output14_loss: 17.4321 - output15_loss: 27.2032 - output16_loss: 20.7414 - output17_loss: 21.4559 - output18_loss: 14.1331 - output19_loss: 10.1285 - output20_loss: 11.6352 - output21_loss: 29.3962 - output22_loss: 22.2396 - output23_loss: 15.3892 - output24_loss: 21.3112 - output25_loss: 27.7716 - output26_loss: 14.5440 - output27_loss: 28.4054 - output28_loss: 20.0270 - output29_loss: 25.8826 - output00_mean_squared_error: 12.3889 - output01_mean_squared_error: 13.1100 - output02_mean_squared_error: 21.1659 - output03_mean_squared_error: 32.0855 - output04_mean_squared_error: 25.2749 - output05_mean_squared_error: 18.4005 - output06_mean_squared_error: 19.1524 - output07_mean_squared_error: 21.4502 - output08_mean_squared_error: 14.0325 - output09_mean_squared_error: 19.0995 - output10_mean_squared_error: 19.0715 - output11_mean_squared_error: 20.7570 - output12_mean_squared_error: 16.5520 - output13_mean_squared_error: 24.8716 - output14_mean_squared_error: 17.4321 - output15_mean_squared_error: 27.2032 - output16_mean_squared_error: 20.7414 - output17_mean_squared_error: 21.4559 - output18_mean_squared_error: 14.1331 - output19_mean_squared_error: 10.1285 - output20_mean_squared_error: 11.6352 - output21_mean_squared_error: 29.3962 - output22_mean_squared_error: 22.2396 - output23_mean_squared_error: 15.3892 - output24_mean_squared_error: 21.3112 - output25_mean_squared_error: 27.7716 - output26_mean_squared_error: 14.5440 - output27_mean_squared_error: 28.4054 - output28_mean_squared_error: 20.0270 - output29_mean_squared_error: 25.8826 Epoch 1795/2000 121/121 [==============================] - 0s 1ms/step - loss: 605.0877 - output00_loss: 12.3889 - output01_loss: 13.1090 - output02_loss: 21.1649 - output03_loss: 32.0853 - output04_loss: 25.2729 - output05_loss: 18.4004 - output06_loss: 19.1504 - output07_loss: 21.4488 - output08_loss: 14.0322 - output09_loss: 19.0993 - output10_loss: 19.0715 - output11_loss: 20.7570 - output12_loss: 16.5518 - output13_loss: 24.8707 - output14_loss: 17.4311 - output15_loss: 27.2018 - output16_loss: 20.7414 - output17_loss: 21.4552 - output18_loss: 14.1331 - output19_loss: 10.1272 - output20_loss: 11.6340 - output21_loss: 29.3958 - output22_loss: 22.2395 - output23_loss: 15.3891 - output24_loss: 21.3109 - output25_loss: 27.7715 - output26_loss: 14.5440 - output27_loss: 28.4051 - output28_loss: 20.0252 - output29_loss: 25.8795 - output00_mean_squared_error: 12.3889 - output01_mean_squared_error: 13.1090 - output02_mean_squared_error: 21.1649 - output03_mean_squared_error: 32.0853 - output04_mean_squared_error: 25.2729 - output05_mean_squared_error: 18.4004 - output06_mean_squared_error: 19.1504 - output07_mean_squared_error: 21.4488 - output08_mean_squared_error: 14.0322 - output09_mean_squared_error: 19.0993 - output10_mean_squared_error: 19.0715 - output11_mean_squared_error: 20.7570 - output12_mean_squared_error: 16.5518 - output13_mean_squared_error: 24.8707 - output14_mean_squared_error: 17.4311 - output15_mean_squared_error: 27.2018 - output16_mean_squared_error: 20.7414 - output17_mean_squared_error: 21.4552 - output18_mean_squared_error: 14.1331 - output19_mean_squared_error: 10.1272 - output20_mean_squared_error: 11.6340 - output21_mean_squared_error: 29.3958 - output22_mean_squared_error: 22.2395 - output23_mean_squared_error: 15.3891 - output24_mean_squared_error: 21.3109 - output25_mean_squared_error: 27.7715 - output26_mean_squared_error: 14.5440 - output27_mean_squared_error: 28.4051 - output28_mean_squared_error: 20.0252 - output29_mean_squared_error: 25.8795 Epoch 1796/2000 121/121 [==============================] - 0s 514us/step - loss: 605.0670 - output00_loss: 12.3889 - output01_loss: 13.1080 - output02_loss: 21.1639 - output03_loss: 32.0850 - output04_loss: 25.2709 - output05_loss: 18.4003 - output06_loss: 19.1485 - output07_loss: 21.4474 - output08_loss: 14.0320 - output09_loss: 19.0992 - output10_loss: 19.0714 - output11_loss: 20.7570 - output12_loss: 16.5516 - output13_loss: 24.8697 - output14_loss: 17.4301 - output15_loss: 27.2004 - output16_loss: 20.7414 - output17_loss: 21.4545 - output18_loss: 14.1331 - output19_loss: 10.1260 - output20_loss: 11.6329 - output21_loss: 29.3954 - output22_loss: 22.2394 - output23_loss: 15.3891 - output24_loss: 21.3107 - output25_loss: 27.7715 - output26_loss: 14.5440 - output27_loss: 28.4048 - output28_loss: 20.0235 - output29_loss: 25.8764 - output00_mean_squared_error: 12.3889 - output01_mean_squared_error: 13.1080 - output02_mean_squared_error: 21.1639 - output03_mean_squared_error: 32.0850 - output04_mean_squared_error: 25.2709 - output05_mean_squared_error: 18.4003 - output06_mean_squared_error: 19.1485 - output07_mean_squared_error: 21.4474 - output08_mean_squared_error: 14.0320 - output09_mean_squared_error: 19.0992 - output10_mean_squared_error: 19.0714 - output11_mean_squared_error: 20.7570 - output12_mean_squared_error: 16.5516 - output13_mean_squared_error: 24.8697 - output14_mean_squared_error: 17.4301 - output15_mean_squared_error: 27.2004 - output16_mean_squared_error: 20.7414 - output17_mean_squared_error: 21.4545 - output18_mean_squared_error: 14.1331 - output19_mean_squared_error: 10.1260 - output20_mean_squared_error: 11.6329 - output21_mean_squared_error: 29.3954 - output22_mean_squared_error: 22.2394 - output23_mean_squared_error: 15.3891 - output24_mean_squared_error: 21.3107 - output25_mean_squared_error: 27.7715 - output26_mean_squared_error: 14.5440 - output27_mean_squared_error: 28.4048 - output28_mean_squared_error: 20.0235 - output29_mean_squared_error: 25.8764 Epoch 1797/2000 121/121 [==============================] - 0s 837us/step - loss: 605.0464 - output00_loss: 12.3889 - output01_loss: 13.1070 - output02_loss: 21.1630 - output03_loss: 32.0848 - output04_loss: 25.2689 - output05_loss: 18.4003 - output06_loss: 19.1465 - output07_loss: 21.4459 - output08_loss: 14.0318 - output09_loss: 19.0991 - output10_loss: 19.0714 - output11_loss: 20.7570 - output12_loss: 16.5515 - output13_loss: 24.8688 - output14_loss: 17.4291 - output15_loss: 27.1989 - output16_loss: 20.7414 - output17_loss: 21.4537 - output18_loss: 14.1331 - output19_loss: 10.1247 - output20_loss: 11.6318 - output21_loss: 29.3950 - output22_loss: 22.2393 - output23_loss: 15.3891 - output24_loss: 21.3105 - output25_loss: 27.7714 - output26_loss: 14.5440 - output27_loss: 28.4045 - output28_loss: 20.0217 - output29_loss: 25.8734 - output00_mean_squared_error: 12.3889 - output01_mean_squared_error: 13.1070 - output02_mean_squared_error: 21.1630 - output03_mean_squared_error: 32.0848 - output04_mean_squared_error: 25.2689 - output05_mean_squared_error: 18.4003 - output06_mean_squared_error: 19.1465 - output07_mean_squared_error: 21.4459 - output08_mean_squared_error: 14.0318 - output09_mean_squared_error: 19.0991 - output10_mean_squared_error: 19.0714 - output11_mean_squared_error: 20.7570 - output12_mean_squared_error: 16.5515 - output13_mean_squared_error: 24.8688 - output14_mean_squared_error: 17.4291 - output15_mean_squared_error: 27.1989 - output16_mean_squared_error: 20.7414 - output17_mean_squared_error: 21.4537 - output18_mean_squared_error: 14.1331 - output19_mean_squared_error: 10.1247 - output20_mean_squared_error: 11.6318 - output21_mean_squared_error: 29.3950 - output22_mean_squared_error: 22.2393 - output23_mean_squared_error: 15.3891 - output24_mean_squared_error: 21.3105 - output25_mean_squared_error: 27.7714 - output26_mean_squared_error: 14.5440 - output27_mean_squared_error: 28.4045 - output28_mean_squared_error: 20.0217 - output29_mean_squared_error: 25.8734 Epoch 1798/2000 121/121 [==============================] - 0s 625us/step - loss: 605.0258 - output00_loss: 12.3889 - output01_loss: 13.1060 - output02_loss: 21.1620 - output03_loss: 32.0845 - output04_loss: 25.2669 - output05_loss: 18.4002 - output06_loss: 19.1446 - output07_loss: 21.4445 - output08_loss: 14.0316 - output09_loss: 19.0990 - output10_loss: 19.0713 - output11_loss: 20.7570 - output12_loss: 16.5513 - output13_loss: 24.8679 - output14_loss: 17.4281 - output15_loss: 27.1975 - output16_loss: 20.7414 - output17_loss: 21.4530 - output18_loss: 14.1331 - output19_loss: 10.1234 - output20_loss: 11.6306 - output21_loss: 29.3946 - output22_loss: 22.2392 - output23_loss: 15.3891 - output24_loss: 21.3102 - output25_loss: 27.7713 - output26_loss: 14.5439 - output27_loss: 28.4042 - output28_loss: 20.0200 - output29_loss: 25.8703 - output00_mean_squared_error: 12.3889 - output01_mean_squared_error: 13.1060 - output02_mean_squared_error: 21.1620 - output03_mean_squared_error: 32.0845 - output04_mean_squared_error: 25.2669 - output05_mean_squared_error: 18.4002 - output06_mean_squared_error: 19.1446 - output07_mean_squared_error: 21.4445 - output08_mean_squared_error: 14.0316 - output09_mean_squared_error: 19.0990 - output10_mean_squared_error: 19.0713 - output11_mean_squared_error: 20.7570 - output12_mean_squared_error: 16.5513 - output13_mean_squared_error: 24.8679 - output14_mean_squared_error: 17.4281 - output15_mean_squared_error: 27.1975 - output16_mean_squared_error: 20.7414 - output17_mean_squared_error: 21.4530 - output18_mean_squared_error: 14.1331 - output19_mean_squared_error: 10.1234 - output20_mean_squared_error: 11.6306 - output21_mean_squared_error: 29.3946 - output22_mean_squared_error: 22.2392 - output23_mean_squared_error: 15.3891 - output24_mean_squared_error: 21.3102 - output25_mean_squared_error: 27.7713 - output26_mean_squared_error: 14.5439 - output27_mean_squared_error: 28.4042 - output28_mean_squared_error: 20.0200 - output29_mean_squared_error: 25.8703 Epoch 1799/2000 121/121 [==============================] - 0s 1ms/step - loss: 605.0052 - output00_loss: 12.3889 - output01_loss: 13.1050 - output02_loss: 21.1610 - output03_loss: 32.0843 - output04_loss: 25.2649 - output05_loss: 18.4001 - output06_loss: 19.1427 - output07_loss: 21.4431 - output08_loss: 14.0313 - output09_loss: 19.0989 - output10_loss: 19.0713 - output11_loss: 20.7570 - output12_loss: 16.5511 - output13_loss: 24.8669 - output14_loss: 17.4271 - output15_loss: 27.1961 - output16_loss: 20.7414 - output17_loss: 21.4523 - output18_loss: 14.1331 - output19_loss: 10.1222 - output20_loss: 11.6295 - output21_loss: 29.3942 - output22_loss: 22.2391 - output23_loss: 15.3891 - output24_loss: 21.3100 - output25_loss: 27.7713 - output26_loss: 14.5439 - output27_loss: 28.4038 - output28_loss: 20.0182 - output29_loss: 25.8673 - output00_mean_squared_error: 12.3889 - output01_mean_squared_error: 13.1050 - output02_mean_squared_error: 21.1610 - output03_mean_squared_error: 32.0843 - output04_mean_squared_error: 25.2649 - output05_mean_squared_error: 18.4001 - output06_mean_squared_error: 19.1427 - output07_mean_squared_error: 21.4431 - output08_mean_squared_error: 14.0313 - output09_mean_squared_error: 19.0989 - output10_mean_squared_error: 19.0713 - output11_mean_squared_error: 20.7570 - output12_mean_squared_error: 16.5511 - output13_mean_squared_error: 24.8669 - output14_mean_squared_error: 17.4271 - output15_mean_squared_error: 27.1961 - output16_mean_squared_error: 20.7414 - output17_mean_squared_error: 21.4523 - output18_mean_squared_error: 14.1331 - output19_mean_squared_error: 10.1222 - output20_mean_squared_error: 11.6295 - output21_mean_squared_error: 29.3942 - output22_mean_squared_error: 22.2391 - output23_mean_squared_error: 15.3891 - output24_mean_squared_error: 21.3100 - output25_mean_squared_error: 27.7713 - output26_mean_squared_error: 14.5439 - output27_mean_squared_error: 28.4038 - output28_mean_squared_error: 20.0182 - output29_mean_squared_error: 25.8673 Epoch 1800/2000 121/121 [==============================] - 0s 1ms/step - loss: 604.9847 - output00_loss: 12.3889 - output01_loss: 13.1040 - output02_loss: 21.1601 - output03_loss: 32.0840 - output04_loss: 25.2629 - output05_loss: 18.4001 - output06_loss: 19.1408 - output07_loss: 21.4416 - output08_loss: 14.0311 - output09_loss: 19.0988 - output10_loss: 19.0713 - output11_loss: 20.7570 - output12_loss: 16.5510 - output13_loss: 24.8660 - output14_loss: 17.4261 - output15_loss: 27.1947 - output16_loss: 20.7414 - output17_loss: 21.4515 - output18_loss: 14.1330 - output19_loss: 10.1209 - output20_loss: 11.6284 - output21_loss: 29.3938 - output22_loss: 22.2391 - output23_loss: 15.3891 - output24_loss: 21.3098 - output25_loss: 27.7712 - output26_loss: 14.5439 - output27_loss: 28.4035 - output28_loss: 20.0165 - output29_loss: 25.8642 - output00_mean_squared_error: 12.3889 - output01_mean_squared_error: 13.1040 - output02_mean_squared_error: 21.1601 - output03_mean_squared_error: 32.0840 - output04_mean_squared_error: 25.2629 - output05_mean_squared_error: 18.4001 - output06_mean_squared_error: 19.1408 - output07_mean_squared_error: 21.4416 - output08_mean_squared_error: 14.0311 - output09_mean_squared_error: 19.0988 - output10_mean_squared_error: 19.0713 - output11_mean_squared_error: 20.7570 - output12_mean_squared_error: 16.5510 - output13_mean_squared_error: 24.8660 - output14_mean_squared_error: 17.4261 - output15_mean_squared_error: 27.1947 - output16_mean_squared_error: 20.7414 - output17_mean_squared_error: 21.4515 - output18_mean_squared_error: 14.1330 - output19_mean_squared_error: 10.1209 - output20_mean_squared_error: 11.6284 - output21_mean_squared_error: 29.3938 - output22_mean_squared_error: 22.2391 - output23_mean_squared_error: 15.3891 - output24_mean_squared_error: 21.3098 - output25_mean_squared_error: 27.7712 - output26_mean_squared_error: 14.5439 - output27_mean_squared_error: 28.4035 - output28_mean_squared_error: 20.0165 - output29_mean_squared_error: 25.8642 Epoch 1801/2000 121/121 [==============================] - 0s 1ms/step - loss: 604.9642 - output00_loss: 12.3889 - output01_loss: 13.1030 - output02_loss: 21.1591 - output03_loss: 32.0837 - output04_loss: 25.2609 - output05_loss: 18.4000 - output06_loss: 19.1388 - output07_loss: 21.4402 - output08_loss: 14.0309 - output09_loss: 19.0987 - output10_loss: 19.0712 - output11_loss: 20.7570 - output12_loss: 16.5508 - output13_loss: 24.8651 - output14_loss: 17.4252 - output15_loss: 27.1933 - output16_loss: 20.7414 - output17_loss: 21.4508 - output18_loss: 14.1330 - output19_loss: 10.1197 - output20_loss: 11.6272 - output21_loss: 29.3934 - output22_loss: 22.2390 - output23_loss: 15.3891 - output24_loss: 21.3096 - output25_loss: 27.7711 - output26_loss: 14.5439 - output27_loss: 28.4032 - output28_loss: 20.0147 - output29_loss: 25.8612 - output00_mean_squared_error: 12.3889 - output01_mean_squared_error: 13.1030 - output02_mean_squared_error: 21.1591 - output03_mean_squared_error: 32.0837 - output04_mean_squared_error: 25.2609 - output05_mean_squared_error: 18.4000 - output06_mean_squared_error: 19.1388 - output07_mean_squared_error: 21.4402 - output08_mean_squared_error: 14.0309 - output09_mean_squared_error: 19.0987 - output10_mean_squared_error: 19.0712 - output11_mean_squared_error: 20.7570 - output12_mean_squared_error: 16.5508 - output13_mean_squared_error: 24.8651 - output14_mean_squared_error: 17.4252 - output15_mean_squared_error: 27.1933 - output16_mean_squared_error: 20.7414 - output17_mean_squared_error: 21.4508 - output18_mean_squared_error: 14.1330 - output19_mean_squared_error: 10.1197 - output20_mean_squared_error: 11.6272 - output21_mean_squared_error: 29.3934 - output22_mean_squared_error: 22.2390 - output23_mean_squared_error: 15.3891 - output24_mean_squared_error: 21.3096 - output25_mean_squared_error: 27.7711 - output26_mean_squared_error: 14.5439 - output27_mean_squared_error: 28.4032 - output28_mean_squared_error: 20.0147 - output29_mean_squared_error: 25.8612 Epoch 1802/2000 121/121 [==============================] - 0s 1ms/step - loss: 604.9438 - output00_loss: 12.3889 - output01_loss: 13.1020 - output02_loss: 21.1581 - output03_loss: 32.0835 - output04_loss: 25.2589 - output05_loss: 18.3999 - output06_loss: 19.1369 - output07_loss: 21.4388 - output08_loss: 14.0307 - output09_loss: 19.0986 - output10_loss: 19.0712 - output11_loss: 20.7570 - output12_loss: 16.5506 - output13_loss: 24.8642 - output14_loss: 17.4242 - output15_loss: 27.1919 - output16_loss: 20.7414 - output17_loss: 21.4501 - output18_loss: 14.1330 - output19_loss: 10.1184 - output20_loss: 11.6261 - output21_loss: 29.3930 - output22_loss: 22.2389 - output23_loss: 15.3891 - output24_loss: 21.3093 - output25_loss: 27.7711 - output26_loss: 14.5439 - output27_loss: 28.4029 - output28_loss: 20.0130 - output29_loss: 25.8582 - output00_mean_squared_error: 12.3889 - output01_mean_squared_error: 13.1020 - output02_mean_squared_error: 21.1581 - output03_mean_squared_error: 32.0835 - output04_mean_squared_error: 25.2589 - output05_mean_squared_error: 18.3999 - output06_mean_squared_error: 19.1369 - output07_mean_squared_error: 21.4388 - output08_mean_squared_error: 14.0307 - output09_mean_squared_error: 19.0986 - output10_mean_squared_error: 19.0712 - output11_mean_squared_error: 20.7570 - output12_mean_squared_error: 16.5506 - output13_mean_squared_error: 24.8642 - output14_mean_squared_error: 17.4242 - output15_mean_squared_error: 27.1919 - output16_mean_squared_error: 20.7414 - output17_mean_squared_error: 21.4501 - output18_mean_squared_error: 14.1330 - output19_mean_squared_error: 10.1184 - output20_mean_squared_error: 11.6261 - output21_mean_squared_error: 29.3930 - output22_mean_squared_error: 22.2389 - output23_mean_squared_error: 15.3891 - output24_mean_squared_error: 21.3093 - output25_mean_squared_error: 27.7711 - output26_mean_squared_error: 14.5439 - output27_mean_squared_error: 28.4029 - output28_mean_squared_error: 20.0130 - output29_mean_squared_error: 25.8582 Epoch 1803/2000 121/121 [==============================] - 0s 1ms/step - loss: 604.9233 - output00_loss: 12.3889 - output01_loss: 13.1010 - output02_loss: 21.1572 - output03_loss: 32.0832 - output04_loss: 25.2569 - output05_loss: 18.3998 - output06_loss: 19.1350 - output07_loss: 21.4374 - output08_loss: 14.0305 - output09_loss: 19.0985 - output10_loss: 19.0712 - output11_loss: 20.7570 - output12_loss: 16.5504 - output13_loss: 24.8632 - output14_loss: 17.4232 - output15_loss: 27.1905 - output16_loss: 20.7414 - output17_loss: 21.4493 - output18_loss: 14.1330 - output19_loss: 10.1172 - output20_loss: 11.6250 - output21_loss: 29.3927 - output22_loss: 22.2388 - output23_loss: 15.3890 - output24_loss: 21.3091 - output25_loss: 27.7710 - output26_loss: 14.5439 - output27_loss: 28.4027 - output28_loss: 20.0113 - output29_loss: 25.8551 - output00_mean_squared_error: 12.3889 - output01_mean_squared_error: 13.1010 - output02_mean_squared_error: 21.1572 - output03_mean_squared_error: 32.0832 - output04_mean_squared_error: 25.2569 - output05_mean_squared_error: 18.3998 - output06_mean_squared_error: 19.1350 - output07_mean_squared_error: 21.4374 - output08_mean_squared_error: 14.0305 - output09_mean_squared_error: 19.0985 - output10_mean_squared_error: 19.0712 - output11_mean_squared_error: 20.7570 - output12_mean_squared_error: 16.5504 - output13_mean_squared_error: 24.8632 - output14_mean_squared_error: 17.4232 - output15_mean_squared_error: 27.1905 - output16_mean_squared_error: 20.7414 - output17_mean_squared_error: 21.4493 - output18_mean_squared_error: 14.1330 - output19_mean_squared_error: 10.1172 - output20_mean_squared_error: 11.6250 - output21_mean_squared_error: 29.3927 - output22_mean_squared_error: 22.2388 - output23_mean_squared_error: 15.3890 - output24_mean_squared_error: 21.3091 - output25_mean_squared_error: 27.7710 - output26_mean_squared_error: 14.5439 - output27_mean_squared_error: 28.4027 - output28_mean_squared_error: 20.0113 - output29_mean_squared_error: 25.8551 Epoch 1804/2000 121/121 [==============================] - 0s 1ms/step - loss: 604.9030 - output00_loss: 12.3889 - output01_loss: 13.1000 - output02_loss: 21.1562 - output03_loss: 32.0830 - output04_loss: 25.2550 - output05_loss: 18.3998 - output06_loss: 19.1331 - output07_loss: 21.4359 - output08_loss: 14.0302 - output09_loss: 19.0984 - output10_loss: 19.0711 - output11_loss: 20.7570 - output12_loss: 16.5503 - output13_loss: 24.8623 - output14_loss: 17.4222 - output15_loss: 27.1891 - output16_loss: 20.7413 - output17_loss: 21.4486 - output18_loss: 14.1330 - output19_loss: 10.1159 - output20_loss: 11.6239 - output21_loss: 29.3923 - output22_loss: 22.2387 - output23_loss: 15.3890 - output24_loss: 21.3089 - output25_loss: 27.7710 - output26_loss: 14.5439 - output27_loss: 28.4024 - output28_loss: 20.0095 - output29_loss: 25.8521 - output00_mean_squared_error: 12.3889 - output01_mean_squared_error: 13.1000 - output02_mean_squared_error: 21.1562 - output03_mean_squared_error: 32.0830 - output04_mean_squared_error: 25.2550 - output05_mean_squared_error: 18.3998 - output06_mean_squared_error: 19.1331 - output07_mean_squared_error: 21.4359 - output08_mean_squared_error: 14.0302 - output09_mean_squared_error: 19.0984 - output10_mean_squared_error: 19.0711 - output11_mean_squared_error: 20.7570 - output12_mean_squared_error: 16.5503 - output13_mean_squared_error: 24.8623 - output14_mean_squared_error: 17.4222 - output15_mean_squared_error: 27.1891 - output16_mean_squared_error: 20.7413 - output17_mean_squared_error: 21.4486 - output18_mean_squared_error: 14.1330 - output19_mean_squared_error: 10.1159 - output20_mean_squared_error: 11.6239 - output21_mean_squared_error: 29.3923 - output22_mean_squared_error: 22.2387 - output23_mean_squared_error: 15.3890 - output24_mean_squared_error: 21.3089 - output25_mean_squared_error: 27.7710 - output26_mean_squared_error: 14.5439 - output27_mean_squared_error: 28.4024 - output28_mean_squared_error: 20.0095 - output29_mean_squared_error: 25.8521 Epoch 1805/2000 121/121 [==============================] - 0s 1ms/step - loss: 604.8827 - output00_loss: 12.3889 - output01_loss: 13.0990 - output02_loss: 21.1552 - output03_loss: 32.0828 - output04_loss: 25.2530 - output05_loss: 18.3997 - output06_loss: 19.1312 - output07_loss: 21.4345 - output08_loss: 14.0300 - output09_loss: 19.0983 - output10_loss: 19.0711 - output11_loss: 20.7570 - output12_loss: 16.5501 - output13_loss: 24.8614 - output14_loss: 17.4212 - output15_loss: 27.1877 - output16_loss: 20.7413 - output17_loss: 21.4479 - output18_loss: 14.1330 - output19_loss: 10.1147 - output20_loss: 11.6227 - output21_loss: 29.3919 - output22_loss: 22.2386 - output23_loss: 15.3890 - output24_loss: 21.3087 - output25_loss: 27.7709 - output26_loss: 14.5439 - output27_loss: 28.4021 - output28_loss: 20.0078 - output29_loss: 25.8491 - output00_mean_squared_error: 12.3889 - output01_mean_squared_error: 13.0990 - output02_mean_squared_error: 21.1552 - output03_mean_squared_error: 32.0828 - output04_mean_squared_error: 25.2530 - output05_mean_squared_error: 18.3997 - output06_mean_squared_error: 19.1312 - output07_mean_squared_error: 21.4345 - output08_mean_squared_error: 14.0300 - output09_mean_squared_error: 19.0983 - output10_mean_squared_error: 19.0711 - output11_mean_squared_error: 20.7570 - output12_mean_squared_error: 16.5501 - output13_mean_squared_error: 24.8614 - output14_mean_squared_error: 17.4212 - output15_mean_squared_error: 27.1877 - output16_mean_squared_error: 20.7413 - output17_mean_squared_error: 21.4479 - output18_mean_squared_error: 14.1330 - output19_mean_squared_error: 10.1147 - output20_mean_squared_error: 11.6227 - output21_mean_squared_error: 29.3919 - output22_mean_squared_error: 22.2386 - output23_mean_squared_error: 15.3890 - output24_mean_squared_error: 21.3087 - output25_mean_squared_error: 27.7709 - output26_mean_squared_error: 14.5439 - output27_mean_squared_error: 28.4021 - output28_mean_squared_error: 20.0078 - output29_mean_squared_error: 25.8491 Epoch 1806/2000 121/121 [==============================] - 0s 1ms/step - loss: 604.8624 - output00_loss: 12.3889 - output01_loss: 13.0980 - output02_loss: 21.1543 - output03_loss: 32.0825 - output04_loss: 25.2510 - output05_loss: 18.3996 - output06_loss: 19.1293 - output07_loss: 21.4331 - output08_loss: 14.0298 - output09_loss: 19.0982 - output10_loss: 19.0710 - output11_loss: 20.7570 - output12_loss: 16.5499 - output13_loss: 24.8605 - output14_loss: 17.4203 - output15_loss: 27.1863 - output16_loss: 20.7413 - output17_loss: 21.4472 - output18_loss: 14.1330 - output19_loss: 10.1134 - output20_loss: 11.6216 - output21_loss: 29.3915 - output22_loss: 22.2385 - output23_loss: 15.3890 - output24_loss: 21.3085 - output25_loss: 27.7709 - output26_loss: 14.5439 - output27_loss: 28.4018 - output28_loss: 20.0061 - output29_loss: 25.8461 - output00_mean_squared_error: 12.3889 - output01_mean_squared_error: 13.0980 - output02_mean_squared_error: 21.1543 - output03_mean_squared_error: 32.0825 - output04_mean_squared_error: 25.2510 - output05_mean_squared_error: 18.3996 - output06_mean_squared_error: 19.1293 - output07_mean_squared_error: 21.4331 - output08_mean_squared_error: 14.0298 - output09_mean_squared_error: 19.0982 - output10_mean_squared_error: 19.0710 - output11_mean_squared_error: 20.7570 - output12_mean_squared_error: 16.5499 - output13_mean_squared_error: 24.8605 - output14_mean_squared_error: 17.4203 - output15_mean_squared_error: 27.1863 - output16_mean_squared_error: 20.7413 - output17_mean_squared_error: 21.4472 - output18_mean_squared_error: 14.1330 - output19_mean_squared_error: 10.1134 - output20_mean_squared_error: 11.6216 - output21_mean_squared_error: 29.3915 - output22_mean_squared_error: 22.2385 - output23_mean_squared_error: 15.3890 - output24_mean_squared_error: 21.3085 - output25_mean_squared_error: 27.7709 - output26_mean_squared_error: 14.5439 - output27_mean_squared_error: 28.4018 - output28_mean_squared_error: 20.0061 - output29_mean_squared_error: 25.8461 Epoch 1807/2000 121/121 [==============================] - 0s 1ms/step - loss: 604.8421 - output00_loss: 12.3889 - output01_loss: 13.0970 - output02_loss: 21.1533 - output03_loss: 32.0823 - output04_loss: 25.2490 - output05_loss: 18.3996 - output06_loss: 19.1274 - output07_loss: 21.4317 - output08_loss: 14.0296 - output09_loss: 19.0981 - output10_loss: 19.0710 - output11_loss: 20.7570 - output12_loss: 16.5498 - output13_loss: 24.8596 - output14_loss: 17.4193 - output15_loss: 27.1849 - output16_loss: 20.7413 - output17_loss: 21.4464 - output18_loss: 14.1330 - output19_loss: 10.1122 - output20_loss: 11.6205 - output21_loss: 29.3911 - output22_loss: 22.2384 - output23_loss: 15.3890 - output24_loss: 21.3082 - output25_loss: 27.7708 - output26_loss: 14.5439 - output27_loss: 28.4015 - output28_loss: 20.0044 - output29_loss: 25.8430 - output00_mean_squared_error: 12.3889 - output01_mean_squared_error: 13.0970 - output02_mean_squared_error: 21.1533 - output03_mean_squared_error: 32.0823 - output04_mean_squared_error: 25.2490 - output05_mean_squared_error: 18.3996 - output06_mean_squared_error: 19.1274 - output07_mean_squared_error: 21.4317 - output08_mean_squared_error: 14.0296 - output09_mean_squared_error: 19.0981 - output10_mean_squared_error: 19.0710 - output11_mean_squared_error: 20.7570 - output12_mean_squared_error: 16.5498 - output13_mean_squared_error: 24.8596 - output14_mean_squared_error: 17.4193 - output15_mean_squared_error: 27.1849 - output16_mean_squared_error: 20.7413 - output17_mean_squared_error: 21.4464 - output18_mean_squared_error: 14.1330 - output19_mean_squared_error: 10.1122 - output20_mean_squared_error: 11.6205 - output21_mean_squared_error: 29.3911 - output22_mean_squared_error: 22.2384 - output23_mean_squared_error: 15.3890 - output24_mean_squared_error: 21.3082 - output25_mean_squared_error: 27.7708 - output26_mean_squared_error: 14.5439 - output27_mean_squared_error: 28.4015 - output28_mean_squared_error: 20.0044 - output29_mean_squared_error: 25.8430 Epoch 1808/2000 121/121 [==============================] - 0s 1ms/step - loss: 604.8219 - output00_loss: 12.3889 - output01_loss: 13.0961 - output02_loss: 21.1524 - output03_loss: 32.0820 - output04_loss: 25.2470 - output05_loss: 18.3995 - output06_loss: 19.1255 - output07_loss: 21.4303 - output08_loss: 14.0294 - output09_loss: 19.0980 - output10_loss: 19.0710 - output11_loss: 20.7570 - output12_loss: 16.5496 - output13_loss: 24.8587 - output14_loss: 17.4183 - output15_loss: 27.1835 - output16_loss: 20.7413 - output17_loss: 21.4457 - output18_loss: 14.1330 - output19_loss: 10.1110 - output20_loss: 11.6194 - output21_loss: 29.3907 - output22_loss: 22.2384 - output23_loss: 15.3890 - output24_loss: 21.3080 - output25_loss: 27.7707 - output26_loss: 14.5439 - output27_loss: 28.4012 - output28_loss: 20.0026 - output29_loss: 25.8400 - output00_mean_squared_error: 12.3889 - output01_mean_squared_error: 13.0961 - output02_mean_squared_error: 21.1524 - output03_mean_squared_error: 32.0820 - output04_mean_squared_error: 25.2470 - output05_mean_squared_error: 18.3995 - output06_mean_squared_error: 19.1255 - output07_mean_squared_error: 21.4303 - output08_mean_squared_error: 14.0294 - output09_mean_squared_error: 19.0980 - output10_mean_squared_error: 19.0710 - output11_mean_squared_error: 20.7570 - output12_mean_squared_error: 16.5496 - output13_mean_squared_error: 24.8587 - output14_mean_squared_error: 17.4183 - output15_mean_squared_error: 27.1835 - output16_mean_squared_error: 20.7413 - output17_mean_squared_error: 21.4457 - output18_mean_squared_error: 14.1330 - output19_mean_squared_error: 10.1110 - output20_mean_squared_error: 11.6194 - output21_mean_squared_error: 29.3907 - output22_mean_squared_error: 22.2384 - output23_mean_squared_error: 15.3890 - output24_mean_squared_error: 21.3080 - output25_mean_squared_error: 27.7707 - output26_mean_squared_error: 14.5439 - output27_mean_squared_error: 28.4012 - output28_mean_squared_error: 20.0026 - output29_mean_squared_error: 25.8400 Epoch 1809/2000 121/121 [==============================] - 0s 1ms/step - loss: 604.8017 - output00_loss: 12.3888 - output01_loss: 13.0951 - output02_loss: 21.1514 - output03_loss: 32.0818 - output04_loss: 25.2451 - output05_loss: 18.3994 - output06_loss: 19.1236 - output07_loss: 21.4289 - output08_loss: 14.0292 - output09_loss: 19.0979 - output10_loss: 19.0709 - output11_loss: 20.7570 - output12_loss: 16.5494 - output13_loss: 24.8578 - output14_loss: 17.4174 - output15_loss: 27.1821 - output16_loss: 20.7413 - output17_loss: 21.4450 - output18_loss: 14.1329 - output19_loss: 10.1097 - output20_loss: 11.6183 - output21_loss: 29.3903 - output22_loss: 22.2383 - output23_loss: 15.3890 - output24_loss: 21.3078 - output25_loss: 27.7707 - output26_loss: 14.5438 - output27_loss: 28.4009 - output28_loss: 20.0009 - output29_loss: 25.8370 - output00_mean_squared_error: 12.3888 - output01_mean_squared_error: 13.0951 - output02_mean_squared_error: 21.1514 - output03_mean_squared_error: 32.0818 - output04_mean_squared_error: 25.2451 - output05_mean_squared_error: 18.3994 - output06_mean_squared_error: 19.1236 - output07_mean_squared_error: 21.4289 - output08_mean_squared_error: 14.0292 - output09_mean_squared_error: 19.0979 - output10_mean_squared_error: 19.0709 - output11_mean_squared_error: 20.7570 - output12_mean_squared_error: 16.5494 - output13_mean_squared_error: 24.8578 - output14_mean_squared_error: 17.4174 - output15_mean_squared_error: 27.1821 - output16_mean_squared_error: 20.7413 - output17_mean_squared_error: 21.4450 - output18_mean_squared_error: 14.1329 - output19_mean_squared_error: 10.1097 - output20_mean_squared_error: 11.6183 - output21_mean_squared_error: 29.3903 - output22_mean_squared_error: 22.2383 - output23_mean_squared_error: 15.3890 - output24_mean_squared_error: 21.3078 - output25_mean_squared_error: 27.7707 - output26_mean_squared_error: 14.5438 - output27_mean_squared_error: 28.4009 - output28_mean_squared_error: 20.0009 - output29_mean_squared_error: 25.8370 Epoch 1810/2000 121/121 [==============================] - 0s 1ms/step - loss: 604.7814 - output00_loss: 12.3888 - output01_loss: 13.0941 - output02_loss: 21.1505 - output03_loss: 32.0815 - output04_loss: 25.2431 - output05_loss: 18.3993 - output06_loss: 19.1217 - output07_loss: 21.4275 - output08_loss: 14.0289 - output09_loss: 19.0978 - output10_loss: 19.0709 - output11_loss: 20.7570 - output12_loss: 16.5493 - output13_loss: 24.8569 - output14_loss: 17.4164 - output15_loss: 27.1807 - output16_loss: 20.7413 - output17_loss: 21.4443 - output18_loss: 14.1329 - output19_loss: 10.1085 - output20_loss: 11.6172 - output21_loss: 29.3899 - output22_loss: 22.2382 - output23_loss: 15.3890 - output24_loss: 21.3076 - output25_loss: 27.7706 - output26_loss: 14.5438 - output27_loss: 28.4006 - output28_loss: 19.9992 - output29_loss: 25.8340 - output00_mean_squared_error: 12.3888 - output01_mean_squared_error: 13.0941 - output02_mean_squared_error: 21.1505 - output03_mean_squared_error: 32.0815 - output04_mean_squared_error: 25.2431 - output05_mean_squared_error: 18.3993 - output06_mean_squared_error: 19.1217 - output07_mean_squared_error: 21.4275 - output08_mean_squared_error: 14.0289 - output09_mean_squared_error: 19.0978 - output10_mean_squared_error: 19.0709 - output11_mean_squared_error: 20.7570 - output12_mean_squared_error: 16.5493 - output13_mean_squared_error: 24.8569 - output14_mean_squared_error: 17.4164 - output15_mean_squared_error: 27.1807 - output16_mean_squared_error: 20.7413 - output17_mean_squared_error: 21.4443 - output18_mean_squared_error: 14.1329 - output19_mean_squared_error: 10.1085 - output20_mean_squared_error: 11.6172 - output21_mean_squared_error: 29.3899 - output22_mean_squared_error: 22.2382 - output23_mean_squared_error: 15.3890 - output24_mean_squared_error: 21.3076 - output25_mean_squared_error: 27.7706 - output26_mean_squared_error: 14.5438 - output27_mean_squared_error: 28.4006 - output28_mean_squared_error: 19.9992 - output29_mean_squared_error: 25.8340 Epoch 1811/2000 121/121 [==============================] - 0s 1ms/step - loss: 604.7614 - output00_loss: 12.3888 - output01_loss: 13.0931 - output02_loss: 21.1495 - output03_loss: 32.0813 - output04_loss: 25.2411 - output05_loss: 18.3993 - output06_loss: 19.1198 - output07_loss: 21.4261 - output08_loss: 14.0287 - output09_loss: 19.0977 - output10_loss: 19.0709 - output11_loss: 20.7570 - output12_loss: 16.5491 - output13_loss: 24.8560 - output14_loss: 17.4155 - output15_loss: 27.1793 - output16_loss: 20.7413 - output17_loss: 21.4436 - output18_loss: 14.1329 - output19_loss: 10.1072 - output20_loss: 11.6161 - output21_loss: 29.3895 - output22_loss: 22.2381 - output23_loss: 15.3889 - output24_loss: 21.3074 - output25_loss: 27.7706 - output26_loss: 14.5438 - output27_loss: 28.4003 - output28_loss: 19.9975 - output29_loss: 25.8310 - output00_mean_squared_error: 12.3888 - output01_mean_squared_error: 13.0931 - output02_mean_squared_error: 21.1495 - output03_mean_squared_error: 32.0813 - output04_mean_squared_error: 25.2411 - output05_mean_squared_error: 18.3993 - output06_mean_squared_error: 19.1198 - output07_mean_squared_error: 21.4261 - output08_mean_squared_error: 14.0287 - output09_mean_squared_error: 19.0977 - output10_mean_squared_error: 19.0709 - output11_mean_squared_error: 20.7570 - output12_mean_squared_error: 16.5491 - output13_mean_squared_error: 24.8560 - output14_mean_squared_error: 17.4155 - output15_mean_squared_error: 27.1793 - output16_mean_squared_error: 20.7413 - output17_mean_squared_error: 21.4436 - output18_mean_squared_error: 14.1329 - output19_mean_squared_error: 10.1072 - output20_mean_squared_error: 11.6161 - output21_mean_squared_error: 29.3895 - output22_mean_squared_error: 22.2381 - output23_mean_squared_error: 15.3889 - output24_mean_squared_error: 21.3074 - output25_mean_squared_error: 27.7706 - output26_mean_squared_error: 14.5438 - output27_mean_squared_error: 28.4003 - output28_mean_squared_error: 19.9975 - output29_mean_squared_error: 25.8310 Epoch 1812/2000 121/121 [==============================] - 0s 1ms/step - loss: 604.7413 - output00_loss: 12.3888 - output01_loss: 13.0921 - output02_loss: 21.1486 - output03_loss: 32.0810 - output04_loss: 25.2392 - output05_loss: 18.3992 - output06_loss: 19.1179 - output07_loss: 21.4247 - output08_loss: 14.0285 - output09_loss: 19.0976 - output10_loss: 19.0708 - output11_loss: 20.7570 - output12_loss: 16.5489 - output13_loss: 24.8551 - output14_loss: 17.4145 - output15_loss: 27.1779 - output16_loss: 20.7413 - output17_loss: 21.4428 - output18_loss: 14.1329 - output19_loss: 10.1060 - output20_loss: 11.6150 - output21_loss: 29.3891 - output22_loss: 22.2380 - output23_loss: 15.3889 - output24_loss: 21.3071 - output25_loss: 27.7705 - output26_loss: 14.5438 - output27_loss: 28.4000 - output28_loss: 19.9958 - output29_loss: 25.8280 - output00_mean_squared_error: 12.3888 - output01_mean_squared_error: 13.0921 - output02_mean_squared_error: 21.1486 - output03_mean_squared_error: 32.0810 - output04_mean_squared_error: 25.2392 - output05_mean_squared_error: 18.3992 - output06_mean_squared_error: 19.1179 - output07_mean_squared_error: 21.4247 - output08_mean_squared_error: 14.0285 - output09_mean_squared_error: 19.0976 - output10_mean_squared_error: 19.0708 - output11_mean_squared_error: 20.7570 - output12_mean_squared_error: 16.5489 - output13_mean_squared_error: 24.8551 - output14_mean_squared_error: 17.4145 - output15_mean_squared_error: 27.1779 - output16_mean_squared_error: 20.7413 - output17_mean_squared_error: 21.4428 - output18_mean_squared_error: 14.1329 - output19_mean_squared_error: 10.1060 - output20_mean_squared_error: 11.6150 - output21_mean_squared_error: 29.3891 - output22_mean_squared_error: 22.2380 - output23_mean_squared_error: 15.3889 - output24_mean_squared_error: 21.3071 - output25_mean_squared_error: 27.7705 - output26_mean_squared_error: 14.5438 - output27_mean_squared_error: 28.4000 - output28_mean_squared_error: 19.9958 - output29_mean_squared_error: 25.8280 Epoch 1813/2000 121/121 [==============================] - 0s 864us/step - loss: 604.7212 - output00_loss: 12.3888 - output01_loss: 13.0911 - output02_loss: 21.1476 - output03_loss: 32.0808 - output04_loss: 25.2372 - output05_loss: 18.3991 - output06_loss: 19.1160 - output07_loss: 21.4233 - output08_loss: 14.0283 - output09_loss: 19.0975 - output10_loss: 19.0708 - output11_loss: 20.7570 - output12_loss: 16.5488 - output13_loss: 24.8542 - output14_loss: 17.4135 - output15_loss: 27.1765 - output16_loss: 20.7413 - output17_loss: 21.4421 - output18_loss: 14.1329 - output19_loss: 10.1048 - output20_loss: 11.6138 - output21_loss: 29.3888 - output22_loss: 22.2379 - output23_loss: 15.3889 - output24_loss: 21.3069 - output25_loss: 27.7704 - output26_loss: 14.5438 - output27_loss: 28.3997 - output28_loss: 19.9941 - output29_loss: 25.8250 - output00_mean_squared_error: 12.3888 - output01_mean_squared_error: 13.0911 - output02_mean_squared_error: 21.1476 - output03_mean_squared_error: 32.0808 - output04_mean_squared_error: 25.2372 - output05_mean_squared_error: 18.3991 - output06_mean_squared_error: 19.1160 - output07_mean_squared_error: 21.4233 - output08_mean_squared_error: 14.0283 - output09_mean_squared_error: 19.0975 - output10_mean_squared_error: 19.0708 - output11_mean_squared_error: 20.7570 - output12_mean_squared_error: 16.5488 - output13_mean_squared_error: 24.8542 - output14_mean_squared_error: 17.4135 - output15_mean_squared_error: 27.1765 - output16_mean_squared_error: 20.7413 - output17_mean_squared_error: 21.4421 - output18_mean_squared_error: 14.1329 - output19_mean_squared_error: 10.1048 - output20_mean_squared_error: 11.6138 - output21_mean_squared_error: 29.3888 - output22_mean_squared_error: 22.2379 - output23_mean_squared_error: 15.3889 - output24_mean_squared_error: 21.3069 - output25_mean_squared_error: 27.7704 - output26_mean_squared_error: 14.5438 - output27_mean_squared_error: 28.3997 - output28_mean_squared_error: 19.9941 - output29_mean_squared_error: 25.8250 Epoch 1814/2000 121/121 [==============================] - 0s 504us/step - loss: 604.7012 - output00_loss: 12.3888 - output01_loss: 13.0902 - output02_loss: 21.1467 - output03_loss: 32.0806 - output04_loss: 25.2353 - output05_loss: 18.3991 - output06_loss: 19.1141 - output07_loss: 21.4219 - output08_loss: 14.0281 - output09_loss: 19.0974 - output10_loss: 19.0707 - output11_loss: 20.7570 - output12_loss: 16.5486 - output13_loss: 24.8533 - output14_loss: 17.4126 - output15_loss: 27.1752 - output16_loss: 20.7413 - output17_loss: 21.4414 - output18_loss: 14.1329 - output19_loss: 10.1035 - output20_loss: 11.6127 - output21_loss: 29.3884 - output22_loss: 22.2379 - output23_loss: 15.3889 - output24_loss: 21.3067 - output25_loss: 27.7704 - output26_loss: 14.5438 - output27_loss: 28.3995 - output28_loss: 19.9924 - output29_loss: 25.8220 - output00_mean_squared_error: 12.3888 - output01_mean_squared_error: 13.0902 - output02_mean_squared_error: 21.1467 - output03_mean_squared_error: 32.0806 - output04_mean_squared_error: 25.2353 - output05_mean_squared_error: 18.3991 - output06_mean_squared_error: 19.1141 - output07_mean_squared_error: 21.4219 - output08_mean_squared_error: 14.0281 - output09_mean_squared_error: 19.0974 - output10_mean_squared_error: 19.0707 - output11_mean_squared_error: 20.7570 - output12_mean_squared_error: 16.5486 - output13_mean_squared_error: 24.8533 - output14_mean_squared_error: 17.4126 - output15_mean_squared_error: 27.1752 - output16_mean_squared_error: 20.7413 - output17_mean_squared_error: 21.4414 - output18_mean_squared_error: 14.1329 - output19_mean_squared_error: 10.1035 - output20_mean_squared_error: 11.6127 - output21_mean_squared_error: 29.3884 - output22_mean_squared_error: 22.2379 - output23_mean_squared_error: 15.3889 - output24_mean_squared_error: 21.3067 - output25_mean_squared_error: 27.7704 - output26_mean_squared_error: 14.5438 - output27_mean_squared_error: 28.3995 - output28_mean_squared_error: 19.9924 - output29_mean_squared_error: 25.8220 Epoch 1815/2000 121/121 [==============================] - 0s 1ms/step - loss: 604.6812 - output00_loss: 12.3888 - output01_loss: 13.0892 - output02_loss: 21.1458 - output03_loss: 32.0803 - output04_loss: 25.2333 - output05_loss: 18.3990 - output06_loss: 19.1122 - output07_loss: 21.4205 - output08_loss: 14.0279 - output09_loss: 19.0973 - output10_loss: 19.0707 - output11_loss: 20.7570 - output12_loss: 16.5484 - output13_loss: 24.8524 - output14_loss: 17.4116 - output15_loss: 27.1738 - output16_loss: 20.7413 - output17_loss: 21.4407 - output18_loss: 14.1329 - output19_loss: 10.1023 - output20_loss: 11.6116 - output21_loss: 29.3880 - output22_loss: 22.2378 - output23_loss: 15.3889 - output24_loss: 21.3065 - output25_loss: 27.7703 - output26_loss: 14.5438 - output27_loss: 28.3992 - output28_loss: 19.9907 - output29_loss: 25.8190 - output00_mean_squared_error: 12.3888 - output01_mean_squared_error: 13.0892 - output02_mean_squared_error: 21.1458 - output03_mean_squared_error: 32.0803 - output04_mean_squared_error: 25.2333 - output05_mean_squared_error: 18.3990 - output06_mean_squared_error: 19.1122 - output07_mean_squared_error: 21.4205 - output08_mean_squared_error: 14.0279 - output09_mean_squared_error: 19.0973 - output10_mean_squared_error: 19.0707 - output11_mean_squared_error: 20.7570 - output12_mean_squared_error: 16.5484 - output13_mean_squared_error: 24.8524 - output14_mean_squared_error: 17.4116 - output15_mean_squared_error: 27.1738 - output16_mean_squared_error: 20.7413 - output17_mean_squared_error: 21.4407 - output18_mean_squared_error: 14.1329 - output19_mean_squared_error: 10.1023 - output20_mean_squared_error: 11.6116 - output21_mean_squared_error: 29.3880 - output22_mean_squared_error: 22.2378 - output23_mean_squared_error: 15.3889 - output24_mean_squared_error: 21.3065 - output25_mean_squared_error: 27.7703 - output26_mean_squared_error: 14.5438 - output27_mean_squared_error: 28.3992 - output28_mean_squared_error: 19.9907 - output29_mean_squared_error: 25.8190 Epoch 1816/2000 121/121 [==============================] - 0s 898us/step - loss: 604.6613 - output00_loss: 12.3888 - output01_loss: 13.0882 - output02_loss: 21.1448 - output03_loss: 32.0801 - output04_loss: 25.2314 - output05_loss: 18.3989 - output06_loss: 19.1104 - output07_loss: 21.4192 - output08_loss: 14.0277 - output09_loss: 19.0972 - output10_loss: 19.0707 - output11_loss: 20.7570 - output12_loss: 16.5483 - output13_loss: 24.8515 - output14_loss: 17.4107 - output15_loss: 27.1724 - output16_loss: 20.7413 - output17_loss: 21.4400 - output18_loss: 14.1329 - output19_loss: 10.1011 - output20_loss: 11.6105 - output21_loss: 29.3876 - output22_loss: 22.2377 - output23_loss: 15.3889 - output24_loss: 21.3063 - output25_loss: 27.7703 - output26_loss: 14.5438 - output27_loss: 28.3989 - output28_loss: 19.9890 - output29_loss: 25.8161 - output00_mean_squared_error: 12.3888 - output01_mean_squared_error: 13.0882 - output02_mean_squared_error: 21.1448 - output03_mean_squared_error: 32.0801 - output04_mean_squared_error: 25.2314 - output05_mean_squared_error: 18.3989 - output06_mean_squared_error: 19.1104 - output07_mean_squared_error: 21.4192 - output08_mean_squared_error: 14.0277 - output09_mean_squared_error: 19.0972 - output10_mean_squared_error: 19.0707 - output11_mean_squared_error: 20.7570 - output12_mean_squared_error: 16.5483 - output13_mean_squared_error: 24.8515 - output14_mean_squared_error: 17.4107 - output15_mean_squared_error: 27.1724 - output16_mean_squared_error: 20.7413 - output17_mean_squared_error: 21.4400 - output18_mean_squared_error: 14.1329 - output19_mean_squared_error: 10.1011 - output20_mean_squared_error: 11.6105 - output21_mean_squared_error: 29.3876 - output22_mean_squared_error: 22.2377 - output23_mean_squared_error: 15.3889 - output24_mean_squared_error: 21.3063 - output25_mean_squared_error: 27.7703 - output26_mean_squared_error: 14.5438 - output27_mean_squared_error: 28.3989 - output28_mean_squared_error: 19.9890 - output29_mean_squared_error: 25.8161 Epoch 1817/2000 121/121 [==============================] - 0s 963us/step - loss: 604.6415 - output00_loss: 12.3888 - output01_loss: 13.0872 - output02_loss: 21.1439 - output03_loss: 32.0799 - output04_loss: 25.2294 - output05_loss: 18.3989 - output06_loss: 19.1085 - output07_loss: 21.4178 - output08_loss: 14.0275 - output09_loss: 19.0971 - output10_loss: 19.0706 - output11_loss: 20.7570 - output12_loss: 16.5481 - output13_loss: 24.8506 - output14_loss: 17.4097 - output15_loss: 27.1710 - output16_loss: 20.7413 - output17_loss: 21.4393 - output18_loss: 14.1328 - output19_loss: 10.0999 - output20_loss: 11.6094 - output21_loss: 29.3872 - output22_loss: 22.2376 - output23_loss: 15.3889 - output24_loss: 21.3061 - output25_loss: 27.7702 - output26_loss: 14.5438 - output27_loss: 28.3986 - output28_loss: 19.9873 - output29_loss: 25.8131 - output00_mean_squared_error: 12.3888 - output01_mean_squared_error: 13.0872 - output02_mean_squared_error: 21.1439 - output03_mean_squared_error: 32.0799 - output04_mean_squared_error: 25.2294 - output05_mean_squared_error: 18.3989 - output06_mean_squared_error: 19.1085 - output07_mean_squared_error: 21.4178 - output08_mean_squared_error: 14.0275 - output09_mean_squared_error: 19.0971 - output10_mean_squared_error: 19.0706 - output11_mean_squared_error: 20.7570 - output12_mean_squared_error: 16.5481 - output13_mean_squared_error: 24.8506 - output14_mean_squared_error: 17.4097 - output15_mean_squared_error: 27.1710 - output16_mean_squared_error: 20.7413 - output17_mean_squared_error: 21.4393 - output18_mean_squared_error: 14.1328 - output19_mean_squared_error: 10.0999 - output20_mean_squared_error: 11.6094 - output21_mean_squared_error: 29.3872 - output22_mean_squared_error: 22.2376 - output23_mean_squared_error: 15.3889 - output24_mean_squared_error: 21.3061 - output25_mean_squared_error: 27.7702 - output26_mean_squared_error: 14.5438 - output27_mean_squared_error: 28.3986 - output28_mean_squared_error: 19.9873 - output29_mean_squared_error: 25.8131 Epoch 1818/2000 121/121 [==============================] - 0s 1ms/step - loss: 604.6215 - output00_loss: 12.3888 - output01_loss: 13.0863 - output02_loss: 21.1429 - output03_loss: 32.0796 - output04_loss: 25.2275 - output05_loss: 18.3988 - output06_loss: 19.1066 - output07_loss: 21.4164 - output08_loss: 14.0272 - output09_loss: 19.0970 - output10_loss: 19.0706 - output11_loss: 20.7570 - output12_loss: 16.5480 - output13_loss: 24.8497 - output14_loss: 17.4088 - output15_loss: 27.1697 - output16_loss: 20.7413 - output17_loss: 21.4386 - output18_loss: 14.1328 - output19_loss: 10.0986 - output20_loss: 11.6083 - output21_loss: 29.3869 - output22_loss: 22.2375 - output23_loss: 15.3889 - output24_loss: 21.3059 - output25_loss: 27.7702 - output26_loss: 14.5438 - output27_loss: 28.3983 - output28_loss: 19.9856 - output29_loss: 25.8101 - output00_mean_squared_error: 12.3888 - output01_mean_squared_error: 13.0863 - output02_mean_squared_error: 21.1429 - output03_mean_squared_error: 32.0796 - output04_mean_squared_error: 25.2275 - output05_mean_squared_error: 18.3988 - output06_mean_squared_error: 19.1066 - output07_mean_squared_error: 21.4164 - output08_mean_squared_error: 14.0272 - output09_mean_squared_error: 19.0970 - output10_mean_squared_error: 19.0706 - output11_mean_squared_error: 20.7570 - output12_mean_squared_error: 16.5480 - output13_mean_squared_error: 24.8497 - output14_mean_squared_error: 17.4088 - output15_mean_squared_error: 27.1697 - output16_mean_squared_error: 20.7413 - output17_mean_squared_error: 21.4386 - output18_mean_squared_error: 14.1328 - output19_mean_squared_error: 10.0986 - output20_mean_squared_error: 11.6083 - output21_mean_squared_error: 29.3869 - output22_mean_squared_error: 22.2375 - output23_mean_squared_error: 15.3889 - output24_mean_squared_error: 21.3059 - output25_mean_squared_error: 27.7702 - output26_mean_squared_error: 14.5438 - output27_mean_squared_error: 28.3983 - output28_mean_squared_error: 19.9856 - output29_mean_squared_error: 25.8101 Epoch 1819/2000 121/121 [==============================] - 0s 1ms/step - loss: 604.6017 - output00_loss: 12.3888 - output01_loss: 13.0853 - output02_loss: 21.1420 - output03_loss: 32.0794 - output04_loss: 25.2255 - output05_loss: 18.3987 - output06_loss: 19.1047 - output07_loss: 21.4150 - output08_loss: 14.0270 - output09_loss: 19.0969 - output10_loss: 19.0706 - output11_loss: 20.7570 - output12_loss: 16.5478 - output13_loss: 24.8488 - output14_loss: 17.4078 - output15_loss: 27.1683 - output16_loss: 20.7412 - output17_loss: 21.4379 - output18_loss: 14.1328 - output19_loss: 10.0974 - output20_loss: 11.6073 - output21_loss: 29.3865 - output22_loss: 22.2375 - output23_loss: 15.3889 - output24_loss: 21.3056 - output25_loss: 27.7701 - output26_loss: 14.5438 - output27_loss: 28.3980 - output28_loss: 19.9839 - output29_loss: 25.8072 - output00_mean_squared_error: 12.3888 - output01_mean_squared_error: 13.0853 - output02_mean_squared_error: 21.1420 - output03_mean_squared_error: 32.0794 - output04_mean_squared_error: 25.2255 - output05_mean_squared_error: 18.3987 - output06_mean_squared_error: 19.1047 - output07_mean_squared_error: 21.4150 - output08_mean_squared_error: 14.0270 - output09_mean_squared_error: 19.0969 - output10_mean_squared_error: 19.0706 - output11_mean_squared_error: 20.7570 - output12_mean_squared_error: 16.5478 - output13_mean_squared_error: 24.8488 - output14_mean_squared_error: 17.4078 - output15_mean_squared_error: 27.1683 - output16_mean_squared_error: 20.7412 - output17_mean_squared_error: 21.4379 - output18_mean_squared_error: 14.1328 - output19_mean_squared_error: 10.0974 - output20_mean_squared_error: 11.6073 - output21_mean_squared_error: 29.3865 - output22_mean_squared_error: 22.2375 - output23_mean_squared_error: 15.3889 - output24_mean_squared_error: 21.3056 - output25_mean_squared_error: 27.7701 - output26_mean_squared_error: 14.5438 - output27_mean_squared_error: 28.3980 - output28_mean_squared_error: 19.9839 - output29_mean_squared_error: 25.8072 Epoch 1820/2000 121/121 [==============================] - 0s 947us/step - loss: 604.5820 - output00_loss: 12.3888 - output01_loss: 13.0843 - output02_loss: 21.1411 - output03_loss: 32.0791 - output04_loss: 25.2236 - output05_loss: 18.3986 - output06_loss: 19.1029 - output07_loss: 21.4137 - output08_loss: 14.0268 - output09_loss: 19.0968 - output10_loss: 19.0705 - output11_loss: 20.7570 - output12_loss: 16.5476 - output13_loss: 24.8479 - output14_loss: 17.4069 - output15_loss: 27.1669 - output16_loss: 20.7412 - output17_loss: 21.4372 - output18_loss: 14.1328 - output19_loss: 10.0962 - output20_loss: 11.6062 - output21_loss: 29.3861 - output22_loss: 22.2374 - output23_loss: 15.3888 - output24_loss: 21.3054 - output25_loss: 27.7700 - output26_loss: 14.5438 - output27_loss: 28.3978 - output28_loss: 19.9822 - output29_loss: 25.8042 - output00_mean_squared_error: 12.3888 - output01_mean_squared_error: 13.0843 - output02_mean_squared_error: 21.1411 - output03_mean_squared_error: 32.0791 - output04_mean_squared_error: 25.2236 - output05_mean_squared_error: 18.3986 - output06_mean_squared_error: 19.1029 - output07_mean_squared_error: 21.4137 - output08_mean_squared_error: 14.0268 - output09_mean_squared_error: 19.0968 - output10_mean_squared_error: 19.0705 - output11_mean_squared_error: 20.7570 - output12_mean_squared_error: 16.5476 - output13_mean_squared_error: 24.8479 - output14_mean_squared_error: 17.4069 - output15_mean_squared_error: 27.1669 - output16_mean_squared_error: 20.7412 - output17_mean_squared_error: 21.4372 - output18_mean_squared_error: 14.1328 - output19_mean_squared_error: 10.0962 - output20_mean_squared_error: 11.6062 - output21_mean_squared_error: 29.3861 - output22_mean_squared_error: 22.2374 - output23_mean_squared_error: 15.3888 - output24_mean_squared_error: 21.3054 - output25_mean_squared_error: 27.7700 - output26_mean_squared_error: 14.5438 - output27_mean_squared_error: 28.3978 - output28_mean_squared_error: 19.9822 - output29_mean_squared_error: 25.8042 Epoch 1821/2000 121/121 [==============================] - 0s 2ms/step - loss: 604.5622 - output00_loss: 12.3888 - output01_loss: 13.0833 - output02_loss: 21.1402 - output03_loss: 32.0789 - output04_loss: 25.2217 - output05_loss: 18.3986 - output06_loss: 19.1010 - output07_loss: 21.4123 - output08_loss: 14.0266 - output09_loss: 19.0967 - output10_loss: 19.0705 - output11_loss: 20.7570 - output12_loss: 16.5475 - output13_loss: 24.8470 - output14_loss: 17.4060 - output15_loss: 27.1656 - output16_loss: 20.7412 - output17_loss: 21.4365 - output18_loss: 14.1328 - output19_loss: 10.0950 - output20_loss: 11.6051 - output21_loss: 29.3857 - output22_loss: 22.2373 - output23_loss: 15.3888 - output24_loss: 21.3052 - output25_loss: 27.7700 - output26_loss: 14.5437 - output27_loss: 28.3975 - output28_loss: 19.9805 - output29_loss: 25.8012 - output00_mean_squared_error: 12.3888 - output01_mean_squared_error: 13.0833 - output02_mean_squared_error: 21.1402 - output03_mean_squared_error: 32.0789 - output04_mean_squared_error: 25.2217 - output05_mean_squared_error: 18.3986 - output06_mean_squared_error: 19.1010 - output07_mean_squared_error: 21.4123 - output08_mean_squared_error: 14.0266 - output09_mean_squared_error: 19.0967 - output10_mean_squared_error: 19.0705 - output11_mean_squared_error: 20.7570 - output12_mean_squared_error: 16.5475 - output13_mean_squared_error: 24.8470 - output14_mean_squared_error: 17.4060 - output15_mean_squared_error: 27.1656 - output16_mean_squared_error: 20.7412 - output17_mean_squared_error: 21.4365 - output18_mean_squared_error: 14.1328 - output19_mean_squared_error: 10.0950 - output20_mean_squared_error: 11.6051 - output21_mean_squared_error: 29.3857 - output22_mean_squared_error: 22.2373 - output23_mean_squared_error: 15.3888 - output24_mean_squared_error: 21.3052 - output25_mean_squared_error: 27.7700 - output26_mean_squared_error: 14.5437 - output27_mean_squared_error: 28.3975 - output28_mean_squared_error: 19.9805 - output29_mean_squared_error: 25.8012 Epoch 1822/2000 121/121 [==============================] - 0s 1ms/step - loss: 604.5425 - output00_loss: 12.3888 - output01_loss: 13.0824 - output02_loss: 21.1392 - output03_loss: 32.0787 - output04_loss: 25.2197 - output05_loss: 18.3985 - output06_loss: 19.0992 - output07_loss: 21.4109 - output08_loss: 14.0264 - output09_loss: 19.0966 - output10_loss: 19.0705 - output11_loss: 20.7570 - output12_loss: 16.5473 - output13_loss: 24.8462 - output14_loss: 17.4050 - output15_loss: 27.1642 - output16_loss: 20.7412 - output17_loss: 21.4358 - output18_loss: 14.1328 - output19_loss: 10.0937 - output20_loss: 11.6040 - output21_loss: 29.3853 - output22_loss: 22.2372 - output23_loss: 15.3888 - output24_loss: 21.3050 - output25_loss: 27.7699 - output26_loss: 14.5437 - output27_loss: 28.3972 - output28_loss: 19.9788 - output29_loss: 25.7983 - output00_mean_squared_error: 12.3888 - output01_mean_squared_error: 13.0824 - output02_mean_squared_error: 21.1392 - output03_mean_squared_error: 32.0787 - output04_mean_squared_error: 25.2197 - output05_mean_squared_error: 18.3985 - output06_mean_squared_error: 19.0992 - output07_mean_squared_error: 21.4109 - output08_mean_squared_error: 14.0264 - output09_mean_squared_error: 19.0966 - output10_mean_squared_error: 19.0705 - output11_mean_squared_error: 20.7570 - output12_mean_squared_error: 16.5473 - output13_mean_squared_error: 24.8462 - output14_mean_squared_error: 17.4050 - output15_mean_squared_error: 27.1642 - output16_mean_squared_error: 20.7412 - output17_mean_squared_error: 21.4358 - output18_mean_squared_error: 14.1328 - output19_mean_squared_error: 10.0937 - output20_mean_squared_error: 11.6040 - output21_mean_squared_error: 29.3853 - output22_mean_squared_error: 22.2372 - output23_mean_squared_error: 15.3888 - output24_mean_squared_error: 21.3050 - output25_mean_squared_error: 27.7699 - output26_mean_squared_error: 14.5437 - output27_mean_squared_error: 28.3972 - output28_mean_squared_error: 19.9788 - output29_mean_squared_error: 25.7983 Epoch 1823/2000 121/121 [==============================] - 0s 974us/step - loss: 604.5228 - output00_loss: 12.3888 - output01_loss: 13.0814 - output02_loss: 21.1383 - output03_loss: 32.0785 - output04_loss: 25.2178 - output05_loss: 18.3984 - output06_loss: 19.0973 - output07_loss: 21.4096 - output08_loss: 14.0262 - output09_loss: 19.0965 - output10_loss: 19.0704 - output11_loss: 20.7570 - output12_loss: 16.5471 - output13_loss: 24.8453 - output14_loss: 17.4041 - output15_loss: 27.1628 - output16_loss: 20.7412 - output17_loss: 21.4351 - output18_loss: 14.1328 - output19_loss: 10.0925 - output20_loss: 11.6029 - output21_loss: 29.3850 - output22_loss: 22.2371 - output23_loss: 15.3888 - output24_loss: 21.3048 - output25_loss: 27.7699 - output26_loss: 14.5437 - output27_loss: 28.3969 - output28_loss: 19.9772 - output29_loss: 25.7953 - output00_mean_squared_error: 12.3888 - output01_mean_squared_error: 13.0814 - output02_mean_squared_error: 21.1383 - output03_mean_squared_error: 32.0785 - output04_mean_squared_error: 25.2178 - output05_mean_squared_error: 18.3984 - output06_mean_squared_error: 19.0973 - output07_mean_squared_error: 21.4096 - output08_mean_squared_error: 14.0262 - output09_mean_squared_error: 19.0965 - output10_mean_squared_error: 19.0704 - output11_mean_squared_error: 20.7570 - output12_mean_squared_error: 16.5471 - output13_mean_squared_error: 24.8453 - output14_mean_squared_error: 17.4041 - output15_mean_squared_error: 27.1628 - output16_mean_squared_error: 20.7412 - output17_mean_squared_error: 21.4351 - output18_mean_squared_error: 14.1328 - output19_mean_squared_error: 10.0925 - output20_mean_squared_error: 11.6029 - output21_mean_squared_error: 29.3850 - output22_mean_squared_error: 22.2371 - output23_mean_squared_error: 15.3888 - output24_mean_squared_error: 21.3048 - output25_mean_squared_error: 27.7699 - output26_mean_squared_error: 14.5437 - output27_mean_squared_error: 28.3969 - output28_mean_squared_error: 19.9772 - output29_mean_squared_error: 25.7953 Epoch 1824/2000 121/121 [==============================] - 0s 834us/step - loss: 604.5031 - output00_loss: 12.3888 - output01_loss: 13.0804 - output02_loss: 21.1374 - output03_loss: 32.0782 - output04_loss: 25.2159 - output05_loss: 18.3984 - output06_loss: 19.0955 - output07_loss: 21.4082 - output08_loss: 14.0260 - output09_loss: 19.0965 - output10_loss: 19.0704 - output11_loss: 20.7570 - output12_loss: 16.5470 - output13_loss: 24.8444 - output14_loss: 17.4032 - output15_loss: 27.1615 - output16_loss: 20.7412 - output17_loss: 21.4344 - output18_loss: 14.1328 - output19_loss: 10.0913 - output20_loss: 11.6018 - output21_loss: 29.3846 - output22_loss: 22.2371 - output23_loss: 15.3888 - output24_loss: 21.3046 - output25_loss: 27.7698 - output26_loss: 14.5437 - output27_loss: 28.3967 - output28_loss: 19.9755 - output29_loss: 25.7924 - output00_mean_squared_error: 12.3888 - output01_mean_squared_error: 13.0804 - output02_mean_squared_error: 21.1374 - output03_mean_squared_error: 32.0782 - output04_mean_squared_error: 25.2159 - output05_mean_squared_error: 18.3984 - output06_mean_squared_error: 19.0955 - output07_mean_squared_error: 21.4082 - output08_mean_squared_error: 14.0260 - output09_mean_squared_error: 19.0965 - output10_mean_squared_error: 19.0704 - output11_mean_squared_error: 20.7570 - output12_mean_squared_error: 16.5470 - output13_mean_squared_error: 24.8444 - output14_mean_squared_error: 17.4032 - output15_mean_squared_error: 27.1615 - output16_mean_squared_error: 20.7412 - output17_mean_squared_error: 21.4344 - output18_mean_squared_error: 14.1328 - output19_mean_squared_error: 10.0913 - output20_mean_squared_error: 11.6018 - output21_mean_squared_error: 29.3846 - output22_mean_squared_error: 22.2371 - output23_mean_squared_error: 15.3888 - output24_mean_squared_error: 21.3046 - output25_mean_squared_error: 27.7698 - output26_mean_squared_error: 14.5437 - output27_mean_squared_error: 28.3967 - output28_mean_squared_error: 19.9755 - output29_mean_squared_error: 25.7924 Epoch 1825/2000 121/121 [==============================] - 0s 1ms/step - loss: 604.4835 - output00_loss: 12.3888 - output01_loss: 13.0795 - output02_loss: 21.1364 - output03_loss: 32.0780 - output04_loss: 25.2140 - output05_loss: 18.3983 - output06_loss: 19.0936 - output07_loss: 21.4068 - output08_loss: 14.0258 - output09_loss: 19.0964 - output10_loss: 19.0704 - output11_loss: 20.7570 - output12_loss: 16.5468 - output13_loss: 24.8435 - output14_loss: 17.4022 - output15_loss: 27.1601 - output16_loss: 20.7412 - output17_loss: 21.4337 - output18_loss: 14.1328 - output19_loss: 10.0901 - output20_loss: 11.6007 - output21_loss: 29.3842 - output22_loss: 22.2370 - output23_loss: 15.3888 - output24_loss: 21.3044 - output25_loss: 27.7698 - output26_loss: 14.5437 - output27_loss: 28.3964 - output28_loss: 19.9738 - output29_loss: 25.7894 - output00_mean_squared_error: 12.3888 - output01_mean_squared_error: 13.0795 - output02_mean_squared_error: 21.1364 - output03_mean_squared_error: 32.0780 - output04_mean_squared_error: 25.2140 - output05_mean_squared_error: 18.3983 - output06_mean_squared_error: 19.0936 - output07_mean_squared_error: 21.4068 - output08_mean_squared_error: 14.0258 - output09_mean_squared_error: 19.0964 - output10_mean_squared_error: 19.0704 - output11_mean_squared_error: 20.7570 - output12_mean_squared_error: 16.5468 - output13_mean_squared_error: 24.8435 - output14_mean_squared_error: 17.4022 - output15_mean_squared_error: 27.1601 - output16_mean_squared_error: 20.7412 - output17_mean_squared_error: 21.4337 - output18_mean_squared_error: 14.1328 - output19_mean_squared_error: 10.0901 - output20_mean_squared_error: 11.6007 - output21_mean_squared_error: 29.3842 - output22_mean_squared_error: 22.2370 - output23_mean_squared_error: 15.3888 - output24_mean_squared_error: 21.3044 - output25_mean_squared_error: 27.7698 - output26_mean_squared_error: 14.5437 - output27_mean_squared_error: 28.3964 - output28_mean_squared_error: 19.9738 - output29_mean_squared_error: 25.7894 Epoch 1826/2000 121/121 [==============================] - 0s 644us/step - loss: 604.4641 - output00_loss: 12.3888 - output01_loss: 13.0785 - output02_loss: 21.1355 - output03_loss: 32.0778 - output04_loss: 25.2121 - output05_loss: 18.3982 - output06_loss: 19.0918 - output07_loss: 21.4055 - output08_loss: 14.0256 - output09_loss: 19.0963 - output10_loss: 19.0703 - output11_loss: 20.7569 - output12_loss: 16.5467 - output13_loss: 24.8427 - output14_loss: 17.4013 - output15_loss: 27.1588 - output16_loss: 20.7412 - output17_loss: 21.4330 - output18_loss: 14.1328 - output19_loss: 10.0889 - output20_loss: 11.5997 - output21_loss: 29.3838 - output22_loss: 22.2369 - output23_loss: 15.3888 - output24_loss: 21.3042 - output25_loss: 27.7697 - output26_loss: 14.5437 - output27_loss: 28.3961 - output28_loss: 19.9721 - output29_loss: 25.7865 - output00_mean_squared_error: 12.3888 - output01_mean_squared_error: 13.0785 - output02_mean_squared_error: 21.1355 - output03_mean_squared_error: 32.0778 - output04_mean_squared_error: 25.2121 - output05_mean_squared_error: 18.3982 - output06_mean_squared_error: 19.0918 - output07_mean_squared_error: 21.4055 - output08_mean_squared_error: 14.0256 - output09_mean_squared_error: 19.0963 - output10_mean_squared_error: 19.0703 - output11_mean_squared_error: 20.7569 - output12_mean_squared_error: 16.5467 - output13_mean_squared_error: 24.8427 - output14_mean_squared_error: 17.4013 - output15_mean_squared_error: 27.1588 - output16_mean_squared_error: 20.7412 - output17_mean_squared_error: 21.4330 - output18_mean_squared_error: 14.1328 - output19_mean_squared_error: 10.0889 - output20_mean_squared_error: 11.5997 - output21_mean_squared_error: 29.3838 - output22_mean_squared_error: 22.2369 - output23_mean_squared_error: 15.3888 - output24_mean_squared_error: 21.3042 - output25_mean_squared_error: 27.7697 - output26_mean_squared_error: 14.5437 - output27_mean_squared_error: 28.3961 - output28_mean_squared_error: 19.9721 - output29_mean_squared_error: 25.7865 Epoch 1827/2000 121/121 [==============================] - 0s 1ms/step - loss: 604.4445 - output00_loss: 12.3888 - output01_loss: 13.0776 - output02_loss: 21.1346 - output03_loss: 32.0775 - output04_loss: 25.2101 - output05_loss: 18.3982 - output06_loss: 19.0899 - output07_loss: 21.4041 - output08_loss: 14.0254 - output09_loss: 19.0962 - output10_loss: 19.0703 - output11_loss: 20.7569 - output12_loss: 16.5465 - output13_loss: 24.8418 - output14_loss: 17.4004 - output15_loss: 27.1574 - output16_loss: 20.7412 - output17_loss: 21.4323 - output18_loss: 14.1327 - output19_loss: 10.0877 - output20_loss: 11.5986 - output21_loss: 29.3835 - output22_loss: 22.2368 - output23_loss: 15.3888 - output24_loss: 21.3040 - output25_loss: 27.7697 - output26_loss: 14.5437 - output27_loss: 28.3958 - output28_loss: 19.9705 - output29_loss: 25.7836 - output00_mean_squared_error: 12.3888 - output01_mean_squared_error: 13.0776 - output02_mean_squared_error: 21.1346 - output03_mean_squared_error: 32.0775 - output04_mean_squared_error: 25.2101 - output05_mean_squared_error: 18.3982 - output06_mean_squared_error: 19.0899 - output07_mean_squared_error: 21.4041 - output08_mean_squared_error: 14.0254 - output09_mean_squared_error: 19.0962 - output10_mean_squared_error: 19.0703 - output11_mean_squared_error: 20.7569 - output12_mean_squared_error: 16.5465 - output13_mean_squared_error: 24.8418 - output14_mean_squared_error: 17.4004 - output15_mean_squared_error: 27.1574 - output16_mean_squared_error: 20.7412 - output17_mean_squared_error: 21.4323 - output18_mean_squared_error: 14.1327 - output19_mean_squared_error: 10.0877 - output20_mean_squared_error: 11.5986 - output21_mean_squared_error: 29.3835 - output22_mean_squared_error: 22.2368 - output23_mean_squared_error: 15.3888 - output24_mean_squared_error: 21.3040 - output25_mean_squared_error: 27.7697 - output26_mean_squared_error: 14.5437 - output27_mean_squared_error: 28.3958 - output28_mean_squared_error: 19.9705 - output29_mean_squared_error: 25.7836 Epoch 1828/2000 121/121 [==============================] - 0s 622us/step - loss: 604.4250 - output00_loss: 12.3888 - output01_loss: 13.0766 - output02_loss: 21.1337 - output03_loss: 32.0773 - output04_loss: 25.2082 - output05_loss: 18.3981 - output06_loss: 19.0881 - output07_loss: 21.4028 - output08_loss: 14.0252 - output09_loss: 19.0961 - output10_loss: 19.0703 - output11_loss: 20.7569 - output12_loss: 16.5464 - output13_loss: 24.8409 - output14_loss: 17.3994 - output15_loss: 27.1561 - output16_loss: 20.7412 - output17_loss: 21.4316 - output18_loss: 14.1327 - output19_loss: 10.0865 - output20_loss: 11.5975 - output21_loss: 29.3831 - output22_loss: 22.2367 - output23_loss: 15.3888 - output24_loss: 21.3038 - output25_loss: 27.7696 - output26_loss: 14.5437 - output27_loss: 28.3956 - output28_loss: 19.9688 - output29_loss: 25.7806 - output00_mean_squared_error: 12.3888 - output01_mean_squared_error: 13.0766 - output02_mean_squared_error: 21.1337 - output03_mean_squared_error: 32.0773 - output04_mean_squared_error: 25.2082 - output05_mean_squared_error: 18.3981 - output06_mean_squared_error: 19.0881 - output07_mean_squared_error: 21.4028 - output08_mean_squared_error: 14.0252 - output09_mean_squared_error: 19.0961 - output10_mean_squared_error: 19.0703 - output11_mean_squared_error: 20.7569 - output12_mean_squared_error: 16.5464 - output13_mean_squared_error: 24.8409 - output14_mean_squared_error: 17.3994 - output15_mean_squared_error: 27.1561 - output16_mean_squared_error: 20.7412 - output17_mean_squared_error: 21.4316 - output18_mean_squared_error: 14.1327 - output19_mean_squared_error: 10.0865 - output20_mean_squared_error: 11.5975 - output21_mean_squared_error: 29.3831 - output22_mean_squared_error: 22.2367 - output23_mean_squared_error: 15.3888 - output24_mean_squared_error: 21.3038 - output25_mean_squared_error: 27.7696 - output26_mean_squared_error: 14.5437 - output27_mean_squared_error: 28.3956 - output28_mean_squared_error: 19.9688 - output29_mean_squared_error: 25.7806 Epoch 1829/2000 121/121 [==============================] - 0s 2ms/step - loss: 604.4055 - output00_loss: 12.3888 - output01_loss: 13.0756 - output02_loss: 21.1328 - output03_loss: 32.0771 - output04_loss: 25.2063 - output05_loss: 18.3980 - output06_loss: 19.0862 - output07_loss: 21.4014 - output08_loss: 14.0250 - output09_loss: 19.0960 - output10_loss: 19.0702 - output11_loss: 20.7569 - output12_loss: 16.5462 - output13_loss: 24.8400 - output14_loss: 17.3985 - output15_loss: 27.1547 - output16_loss: 20.7412 - output17_loss: 21.4309 - output18_loss: 14.1327 - output19_loss: 10.0852 - output20_loss: 11.5964 - output21_loss: 29.3827 - output22_loss: 22.2367 - output23_loss: 15.3887 - output24_loss: 21.3036 - output25_loss: 27.7695 - output26_loss: 14.5437 - output27_loss: 28.3953 - output28_loss: 19.9671 - output29_loss: 25.7777 - output00_mean_squared_error: 12.3888 - output01_mean_squared_error: 13.0756 - output02_mean_squared_error: 21.1328 - output03_mean_squared_error: 32.0771 - output04_mean_squared_error: 25.2063 - output05_mean_squared_error: 18.3980 - output06_mean_squared_error: 19.0862 - output07_mean_squared_error: 21.4014 - output08_mean_squared_error: 14.0250 - output09_mean_squared_error: 19.0960 - output10_mean_squared_error: 19.0702 - output11_mean_squared_error: 20.7569 - output12_mean_squared_error: 16.5462 - output13_mean_squared_error: 24.8400 - output14_mean_squared_error: 17.3985 - output15_mean_squared_error: 27.1547 - output16_mean_squared_error: 20.7412 - output17_mean_squared_error: 21.4309 - output18_mean_squared_error: 14.1327 - output19_mean_squared_error: 10.0852 - output20_mean_squared_error: 11.5964 - output21_mean_squared_error: 29.3827 - output22_mean_squared_error: 22.2367 - output23_mean_squared_error: 15.3887 - output24_mean_squared_error: 21.3036 - output25_mean_squared_error: 27.7695 - output26_mean_squared_error: 14.5437 - output27_mean_squared_error: 28.3953 - output28_mean_squared_error: 19.9671 - output29_mean_squared_error: 25.7777 Epoch 1830/2000 121/121 [==============================] - 0s 796us/step - loss: 604.3861 - output00_loss: 12.3888 - output01_loss: 13.0747 - output02_loss: 21.1319 - output03_loss: 32.0769 - output04_loss: 25.2044 - output05_loss: 18.3980 - output06_loss: 19.0844 - output07_loss: 21.4001 - output08_loss: 14.0248 - output09_loss: 19.0959 - output10_loss: 19.0702 - output11_loss: 20.7569 - output12_loss: 16.5461 - output13_loss: 24.8392 - output14_loss: 17.3976 - output15_loss: 27.1534 - output16_loss: 20.7412 - output17_loss: 21.4302 - output18_loss: 14.1327 - output19_loss: 10.0840 - output20_loss: 11.5954 - output21_loss: 29.3824 - output22_loss: 22.2366 - output23_loss: 15.3887 - output24_loss: 21.3034 - output25_loss: 27.7695 - output26_loss: 14.5437 - output27_loss: 28.3950 - output28_loss: 19.9655 - output29_loss: 25.7748 - output00_mean_squared_error: 12.3888 - output01_mean_squared_error: 13.0747 - output02_mean_squared_error: 21.1319 - output03_mean_squared_error: 32.0769 - output04_mean_squared_error: 25.2044 - output05_mean_squared_error: 18.3980 - output06_mean_squared_error: 19.0844 - output07_mean_squared_error: 21.4001 - output08_mean_squared_error: 14.0248 - output09_mean_squared_error: 19.0959 - output10_mean_squared_error: 19.0702 - output11_mean_squared_error: 20.7569 - output12_mean_squared_error: 16.5461 - output13_mean_squared_error: 24.8392 - output14_mean_squared_error: 17.3976 - output15_mean_squared_error: 27.1534 - output16_mean_squared_error: 20.7412 - output17_mean_squared_error: 21.4302 - output18_mean_squared_error: 14.1327 - output19_mean_squared_error: 10.0840 - output20_mean_squared_error: 11.5954 - output21_mean_squared_error: 29.3824 - output22_mean_squared_error: 22.2366 - output23_mean_squared_error: 15.3887 - output24_mean_squared_error: 21.3034 - output25_mean_squared_error: 27.7695 - output26_mean_squared_error: 14.5437 - output27_mean_squared_error: 28.3950 - output28_mean_squared_error: 19.9655 - output29_mean_squared_error: 25.7748 Epoch 1831/2000 121/121 [==============================] - 0s 731us/step - loss: 604.3666 - output00_loss: 12.3888 - output01_loss: 13.0737 - output02_loss: 21.1310 - output03_loss: 32.0766 - output04_loss: 25.2025 - output05_loss: 18.3979 - output06_loss: 19.0826 - output07_loss: 21.3987 - output08_loss: 14.0246 - output09_loss: 19.0958 - output10_loss: 19.0702 - output11_loss: 20.7569 - output12_loss: 16.5459 - output13_loss: 24.8383 - output14_loss: 17.3967 - output15_loss: 27.1520 - output16_loss: 20.7412 - output17_loss: 21.4295 - output18_loss: 14.1327 - output19_loss: 10.0828 - output20_loss: 11.5943 - output21_loss: 29.3820 - output22_loss: 22.2365 - output23_loss: 15.3887 - output24_loss: 21.3032 - output25_loss: 27.7694 - output26_loss: 14.5437 - output27_loss: 28.3948 - output28_loss: 19.9638 - output29_loss: 25.7719 - output00_mean_squared_error: 12.3888 - output01_mean_squared_error: 13.0737 - output02_mean_squared_error: 21.1310 - output03_mean_squared_error: 32.0766 - output04_mean_squared_error: 25.2025 - output05_mean_squared_error: 18.3979 - output06_mean_squared_error: 19.0826 - output07_mean_squared_error: 21.3987 - output08_mean_squared_error: 14.0246 - output09_mean_squared_error: 19.0958 - output10_mean_squared_error: 19.0702 - output11_mean_squared_error: 20.7569 - output12_mean_squared_error: 16.5459 - output13_mean_squared_error: 24.8383 - output14_mean_squared_error: 17.3967 - output15_mean_squared_error: 27.1520 - output16_mean_squared_error: 20.7412 - output17_mean_squared_error: 21.4295 - output18_mean_squared_error: 14.1327 - output19_mean_squared_error: 10.0828 - output20_mean_squared_error: 11.5943 - output21_mean_squared_error: 29.3820 - output22_mean_squared_error: 22.2365 - output23_mean_squared_error: 15.3887 - output24_mean_squared_error: 21.3032 - output25_mean_squared_error: 27.7694 - output26_mean_squared_error: 14.5437 - output27_mean_squared_error: 28.3948 - output28_mean_squared_error: 19.9638 - output29_mean_squared_error: 25.7719 Epoch 1832/2000 121/121 [==============================] - 0s 1ms/step - loss: 604.3472 - output00_loss: 12.3888 - output01_loss: 13.0728 - output02_loss: 21.1300 - output03_loss: 32.0764 - output04_loss: 25.2006 - output05_loss: 18.3978 - output06_loss: 19.0807 - output07_loss: 21.3974 - output08_loss: 14.0244 - output09_loss: 19.0957 - output10_loss: 19.0701 - output11_loss: 20.7569 - output12_loss: 16.5457 - output13_loss: 24.8375 - output14_loss: 17.3958 - output15_loss: 27.1507 - output16_loss: 20.7412 - output17_loss: 21.4288 - output18_loss: 14.1327 - output19_loss: 10.0816 - output20_loss: 11.5932 - output21_loss: 29.3816 - output22_loss: 22.2364 - output23_loss: 15.3887 - output24_loss: 21.3030 - output25_loss: 27.7694 - output26_loss: 14.5437 - output27_loss: 28.3945 - output28_loss: 19.9622 - output29_loss: 25.7689 - output00_mean_squared_error: 12.3888 - output01_mean_squared_error: 13.0728 - output02_mean_squared_error: 21.1300 - output03_mean_squared_error: 32.0764 - output04_mean_squared_error: 25.2006 - output05_mean_squared_error: 18.3978 - output06_mean_squared_error: 19.0807 - output07_mean_squared_error: 21.3974 - output08_mean_squared_error: 14.0244 - output09_mean_squared_error: 19.0957 - output10_mean_squared_error: 19.0701 - output11_mean_squared_error: 20.7569 - output12_mean_squared_error: 16.5457 - output13_mean_squared_error: 24.8375 - output14_mean_squared_error: 17.3958 - output15_mean_squared_error: 27.1507 - output16_mean_squared_error: 20.7412 - output17_mean_squared_error: 21.4288 - output18_mean_squared_error: 14.1327 - output19_mean_squared_error: 10.0816 - output20_mean_squared_error: 11.5932 - output21_mean_squared_error: 29.3816 - output22_mean_squared_error: 22.2364 - output23_mean_squared_error: 15.3887 - output24_mean_squared_error: 21.3030 - output25_mean_squared_error: 27.7694 - output26_mean_squared_error: 14.5437 - output27_mean_squared_error: 28.3945 - output28_mean_squared_error: 19.9622 - output29_mean_squared_error: 25.7689 Epoch 1833/2000 121/121 [==============================] - 0s 905us/step - loss: 604.3280 - output00_loss: 12.3888 - output01_loss: 13.0718 - output02_loss: 21.1291 - output03_loss: 32.0762 - output04_loss: 25.1987 - output05_loss: 18.3978 - output06_loss: 19.0789 - output07_loss: 21.3961 - output08_loss: 14.0242 - output09_loss: 19.0956 - output10_loss: 19.0701 - output11_loss: 20.7569 - output12_loss: 16.5456 - output13_loss: 24.8366 - output14_loss: 17.3948 - output15_loss: 27.1494 - output16_loss: 20.7412 - output17_loss: 21.4281 - output18_loss: 14.1327 - output19_loss: 10.0804 - output20_loss: 11.5921 - output21_loss: 29.3812 - output22_loss: 22.2364 - output23_loss: 15.3887 - output24_loss: 21.3028 - output25_loss: 27.7693 - output26_loss: 14.5437 - output27_loss: 28.3942 - output28_loss: 19.9605 - output29_loss: 25.7660 - output00_mean_squared_error: 12.3888 - output01_mean_squared_error: 13.0718 - output02_mean_squared_error: 21.1291 - output03_mean_squared_error: 32.0762 - output04_mean_squared_error: 25.1987 - output05_mean_squared_error: 18.3978 - output06_mean_squared_error: 19.0789 - output07_mean_squared_error: 21.3961 - output08_mean_squared_error: 14.0242 - output09_mean_squared_error: 19.0956 - output10_mean_squared_error: 19.0701 - output11_mean_squared_error: 20.7569 - output12_mean_squared_error: 16.5456 - output13_mean_squared_error: 24.8366 - output14_mean_squared_error: 17.3948 - output15_mean_squared_error: 27.1494 - output16_mean_squared_error: 20.7412 - output17_mean_squared_error: 21.4281 - output18_mean_squared_error: 14.1327 - output19_mean_squared_error: 10.0804 - output20_mean_squared_error: 11.5921 - output21_mean_squared_error: 29.3812 - output22_mean_squared_error: 22.2364 - output23_mean_squared_error: 15.3887 - output24_mean_squared_error: 21.3028 - output25_mean_squared_error: 27.7693 - output26_mean_squared_error: 14.5437 - output27_mean_squared_error: 28.3942 - output28_mean_squared_error: 19.9605 - output29_mean_squared_error: 25.7660 Epoch 1834/2000 121/121 [==============================] - 0s 642us/step - loss: 604.3087 - output00_loss: 12.3888 - output01_loss: 13.0709 - output02_loss: 21.1282 - output03_loss: 32.0760 - output04_loss: 25.1968 - output05_loss: 18.3977 - output06_loss: 19.0771 - output07_loss: 21.3947 - output08_loss: 14.0240 - output09_loss: 19.0955 - output10_loss: 19.0700 - output11_loss: 20.7569 - output12_loss: 16.5454 - output13_loss: 24.8358 - output14_loss: 17.3939 - output15_loss: 27.1480 - output16_loss: 20.7412 - output17_loss: 21.4275 - output18_loss: 14.1327 - output19_loss: 10.0792 - output20_loss: 11.5911 - output21_loss: 29.3809 - output22_loss: 22.2363 - output23_loss: 15.3887 - output24_loss: 21.3026 - output25_loss: 27.7693 - output26_loss: 14.5436 - output27_loss: 28.3940 - output28_loss: 19.9589 - output29_loss: 25.7631 - output00_mean_squared_error: 12.3888 - output01_mean_squared_error: 13.0709 - output02_mean_squared_error: 21.1282 - output03_mean_squared_error: 32.0760 - output04_mean_squared_error: 25.1968 - output05_mean_squared_error: 18.3977 - output06_mean_squared_error: 19.0771 - output07_mean_squared_error: 21.3947 - output08_mean_squared_error: 14.0240 - output09_mean_squared_error: 19.0955 - output10_mean_squared_error: 19.0700 - output11_mean_squared_error: 20.7569 - output12_mean_squared_error: 16.5454 - output13_mean_squared_error: 24.8358 - output14_mean_squared_error: 17.3939 - output15_mean_squared_error: 27.1480 - output16_mean_squared_error: 20.7412 - output17_mean_squared_error: 21.4275 - output18_mean_squared_error: 14.1327 - output19_mean_squared_error: 10.0792 - output20_mean_squared_error: 11.5911 - output21_mean_squared_error: 29.3809 - output22_mean_squared_error: 22.2363 - output23_mean_squared_error: 15.3887 - output24_mean_squared_error: 21.3026 - output25_mean_squared_error: 27.7693 - output26_mean_squared_error: 14.5436 - output27_mean_squared_error: 28.3940 - output28_mean_squared_error: 19.9589 - output29_mean_squared_error: 25.7631 Epoch 1835/2000 121/121 [==============================] - 0s 625us/step - loss: 604.2894 - output00_loss: 12.3888 - output01_loss: 13.0699 - output02_loss: 21.1273 - output03_loss: 32.0758 - output04_loss: 25.1949 - output05_loss: 18.3976 - output06_loss: 19.0753 - output07_loss: 21.3934 - output08_loss: 14.0238 - output09_loss: 19.0955 - output10_loss: 19.0700 - output11_loss: 20.7569 - output12_loss: 16.5453 - output13_loss: 24.8349 - output14_loss: 17.3930 - output15_loss: 27.1467 - output16_loss: 20.7411 - output17_loss: 21.4268 - output18_loss: 14.1327 - output19_loss: 10.0780 - output20_loss: 11.5900 - output21_loss: 29.3805 - output22_loss: 22.2362 - output23_loss: 15.3887 - output24_loss: 21.3024 - output25_loss: 27.7692 - output26_loss: 14.5436 - output27_loss: 28.3937 - output28_loss: 19.9572 - output29_loss: 25.7602 - output00_mean_squared_error: 12.3888 - output01_mean_squared_error: 13.0699 - output02_mean_squared_error: 21.1273 - output03_mean_squared_error: 32.0758 - output04_mean_squared_error: 25.1949 - output05_mean_squared_error: 18.3976 - output06_mean_squared_error: 19.0753 - output07_mean_squared_error: 21.3934 - output08_mean_squared_error: 14.0238 - output09_mean_squared_error: 19.0955 - output10_mean_squared_error: 19.0700 - output11_mean_squared_error: 20.7569 - output12_mean_squared_error: 16.5453 - output13_mean_squared_error: 24.8349 - output14_mean_squared_error: 17.3930 - output15_mean_squared_error: 27.1467 - output16_mean_squared_error: 20.7411 - output17_mean_squared_error: 21.4268 - output18_mean_squared_error: 14.1327 - output19_mean_squared_error: 10.0780 - output20_mean_squared_error: 11.5900 - output21_mean_squared_error: 29.3805 - output22_mean_squared_error: 22.2362 - output23_mean_squared_error: 15.3887 - output24_mean_squared_error: 21.3024 - output25_mean_squared_error: 27.7692 - output26_mean_squared_error: 14.5436 - output27_mean_squared_error: 28.3937 - output28_mean_squared_error: 19.9572 - output29_mean_squared_error: 25.7602 Epoch 1836/2000 121/121 [==============================] - 0s 939us/step - loss: 604.2703 - output00_loss: 12.3888 - output01_loss: 13.0690 - output02_loss: 21.1264 - output03_loss: 32.0755 - output04_loss: 25.1930 - output05_loss: 18.3976 - output06_loss: 19.0735 - output07_loss: 21.3921 - output08_loss: 14.0236 - output09_loss: 19.0954 - output10_loss: 19.0700 - output11_loss: 20.7569 - output12_loss: 16.5451 - output13_loss: 24.8340 - output14_loss: 17.3921 - output15_loss: 27.1454 - output16_loss: 20.7411 - output17_loss: 21.4261 - output18_loss: 14.1326 - output19_loss: 10.0768 - output20_loss: 11.5890 - output21_loss: 29.3801 - output22_loss: 22.2361 - output23_loss: 15.3887 - output24_loss: 21.3022 - output25_loss: 27.7692 - output26_loss: 14.5436 - output27_loss: 28.3934 - output28_loss: 19.9556 - output29_loss: 25.7573 - output00_mean_squared_error: 12.3888 - output01_mean_squared_error: 13.0690 - output02_mean_squared_error: 21.1264 - output03_mean_squared_error: 32.0755 - output04_mean_squared_error: 25.1930 - output05_mean_squared_error: 18.3976 - output06_mean_squared_error: 19.0735 - output07_mean_squared_error: 21.3921 - output08_mean_squared_error: 14.0236 - output09_mean_squared_error: 19.0954 - output10_mean_squared_error: 19.0700 - output11_mean_squared_error: 20.7569 - output12_mean_squared_error: 16.5451 - output13_mean_squared_error: 24.8340 - output14_mean_squared_error: 17.3921 - output15_mean_squared_error: 27.1454 - output16_mean_squared_error: 20.7411 - output17_mean_squared_error: 21.4261 - output18_mean_squared_error: 14.1326 - output19_mean_squared_error: 10.0768 - output20_mean_squared_error: 11.5890 - output21_mean_squared_error: 29.3801 - output22_mean_squared_error: 22.2361 - output23_mean_squared_error: 15.3887 - output24_mean_squared_error: 21.3022 - output25_mean_squared_error: 27.7692 - output26_mean_squared_error: 14.5436 - output27_mean_squared_error: 28.3934 - output28_mean_squared_error: 19.9556 - output29_mean_squared_error: 25.7573 Epoch 1837/2000 121/121 [==============================] - 0s 649us/step - loss: 604.2511 - output00_loss: 12.3888 - output01_loss: 13.0680 - output02_loss: 21.1255 - output03_loss: 32.0753 - output04_loss: 25.1911 - output05_loss: 18.3975 - output06_loss: 19.0716 - output07_loss: 21.3907 - output08_loss: 14.0234 - output09_loss: 19.0953 - output10_loss: 19.0700 - output11_loss: 20.7569 - output12_loss: 16.5450 - output13_loss: 24.8332 - output14_loss: 17.3912 - output15_loss: 27.1440 - output16_loss: 20.7411 - output17_loss: 21.4254 - output18_loss: 14.1326 - output19_loss: 10.0756 - output20_loss: 11.5879 - output21_loss: 29.3798 - output22_loss: 22.2361 - output23_loss: 15.3887 - output24_loss: 21.3020 - output25_loss: 27.7691 - output26_loss: 14.5436 - output27_loss: 28.3932 - output28_loss: 19.9539 - output29_loss: 25.7544 - output00_mean_squared_error: 12.3888 - output01_mean_squared_error: 13.0680 - output02_mean_squared_error: 21.1255 - output03_mean_squared_error: 32.0753 - output04_mean_squared_error: 25.1911 - output05_mean_squared_error: 18.3975 - output06_mean_squared_error: 19.0716 - output07_mean_squared_error: 21.3907 - output08_mean_squared_error: 14.0234 - output09_mean_squared_error: 19.0953 - output10_mean_squared_error: 19.0700 - output11_mean_squared_error: 20.7569 - output12_mean_squared_error: 16.5450 - output13_mean_squared_error: 24.8332 - output14_mean_squared_error: 17.3912 - output15_mean_squared_error: 27.1440 - output16_mean_squared_error: 20.7411 - output17_mean_squared_error: 21.4254 - output18_mean_squared_error: 14.1326 - output19_mean_squared_error: 10.0756 - output20_mean_squared_error: 11.5879 - output21_mean_squared_error: 29.3798 - output22_mean_squared_error: 22.2361 - output23_mean_squared_error: 15.3887 - output24_mean_squared_error: 21.3020 - output25_mean_squared_error: 27.7691 - output26_mean_squared_error: 14.5436 - output27_mean_squared_error: 28.3932 - output28_mean_squared_error: 19.9539 - output29_mean_squared_error: 25.7544 Epoch 1838/2000 121/121 [==============================] - 0s 490us/step - loss: 604.2319 - output00_loss: 12.3888 - output01_loss: 13.0671 - output02_loss: 21.1246 - output03_loss: 32.0751 - output04_loss: 25.1892 - output05_loss: 18.3975 - output06_loss: 19.0698 - output07_loss: 21.3894 - output08_loss: 14.0232 - output09_loss: 19.0952 - output10_loss: 19.0699 - output11_loss: 20.7569 - output12_loss: 16.5448 - output13_loss: 24.8323 - output14_loss: 17.3903 - output15_loss: 27.1427 - output16_loss: 20.7411 - output17_loss: 21.4247 - output18_loss: 14.1326 - output19_loss: 10.0744 - output20_loss: 11.5868 - output21_loss: 29.3794 - output22_loss: 22.2360 - output23_loss: 15.3886 - output24_loss: 21.3018 - output25_loss: 27.7691 - output26_loss: 14.5436 - output27_loss: 28.3929 - output28_loss: 19.9523 - output29_loss: 25.7515 - output00_mean_squared_error: 12.3888 - output01_mean_squared_error: 13.0671 - output02_mean_squared_error: 21.1246 - output03_mean_squared_error: 32.0751 - output04_mean_squared_error: 25.1892 - output05_mean_squared_error: 18.3975 - output06_mean_squared_error: 19.0698 - output07_mean_squared_error: 21.3894 - output08_mean_squared_error: 14.0232 - output09_mean_squared_error: 19.0952 - output10_mean_squared_error: 19.0699 - output11_mean_squared_error: 20.7569 - output12_mean_squared_error: 16.5448 - output13_mean_squared_error: 24.8323 - output14_mean_squared_error: 17.3903 - output15_mean_squared_error: 27.1427 - output16_mean_squared_error: 20.7411 - output17_mean_squared_error: 21.4247 - output18_mean_squared_error: 14.1326 - output19_mean_squared_error: 10.0744 - output20_mean_squared_error: 11.5868 - output21_mean_squared_error: 29.3794 - output22_mean_squared_error: 22.2360 - output23_mean_squared_error: 15.3886 - output24_mean_squared_error: 21.3018 - output25_mean_squared_error: 27.7691 - output26_mean_squared_error: 14.5436 - output27_mean_squared_error: 28.3929 - output28_mean_squared_error: 19.9523 - output29_mean_squared_error: 25.7515 Epoch 1839/2000 121/121 [==============================] - 0s 952us/step - loss: 604.2128 - output00_loss: 12.3888 - output01_loss: 13.0661 - output02_loss: 21.1237 - output03_loss: 32.0749 - output04_loss: 25.1874 - output05_loss: 18.3974 - output06_loss: 19.0680 - output07_loss: 21.3881 - output08_loss: 14.0230 - output09_loss: 19.0951 - output10_loss: 19.0699 - output11_loss: 20.7569 - output12_loss: 16.5447 - output13_loss: 24.8315 - output14_loss: 17.3894 - output15_loss: 27.1414 - output16_loss: 20.7411 - output17_loss: 21.4240 - output18_loss: 14.1326 - output19_loss: 10.0732 - output20_loss: 11.5858 - output21_loss: 29.3791 - output22_loss: 22.2359 - output23_loss: 15.3886 - output24_loss: 21.3016 - output25_loss: 27.7690 - output26_loss: 14.5436 - output27_loss: 28.3926 - output28_loss: 19.9506 - output29_loss: 25.7486 - output00_mean_squared_error: 12.3888 - output01_mean_squared_error: 13.0661 - output02_mean_squared_error: 21.1237 - output03_mean_squared_error: 32.0749 - output04_mean_squared_error: 25.1874 - output05_mean_squared_error: 18.3974 - output06_mean_squared_error: 19.0680 - output07_mean_squared_error: 21.3881 - output08_mean_squared_error: 14.0230 - output09_mean_squared_error: 19.0951 - output10_mean_squared_error: 19.0699 - output11_mean_squared_error: 20.7569 - output12_mean_squared_error: 16.5447 - output13_mean_squared_error: 24.8315 - output14_mean_squared_error: 17.3894 - output15_mean_squared_error: 27.1414 - output16_mean_squared_error: 20.7411 - output17_mean_squared_error: 21.4240 - output18_mean_squared_error: 14.1326 - output19_mean_squared_error: 10.0732 - output20_mean_squared_error: 11.5858 - output21_mean_squared_error: 29.3791 - output22_mean_squared_error: 22.2359 - output23_mean_squared_error: 15.3886 - output24_mean_squared_error: 21.3016 - output25_mean_squared_error: 27.7690 - output26_mean_squared_error: 14.5436 - output27_mean_squared_error: 28.3926 - output28_mean_squared_error: 19.9506 - output29_mean_squared_error: 25.7486 Epoch 1840/2000 121/121 [==============================] - 0s 1ms/step - loss: 604.1937 - output00_loss: 12.3888 - output01_loss: 13.0652 - output02_loss: 21.1228 - output03_loss: 32.0747 - output04_loss: 25.1855 - output05_loss: 18.3973 - output06_loss: 19.0662 - output07_loss: 21.3868 - output08_loss: 14.0228 - output09_loss: 19.0950 - output10_loss: 19.0699 - output11_loss: 20.7569 - output12_loss: 16.5445 - output13_loss: 24.8307 - output14_loss: 17.3885 - output15_loss: 27.1401 - output16_loss: 20.7411 - output17_loss: 21.4234 - output18_loss: 14.1326 - output19_loss: 10.0721 - output20_loss: 11.5847 - output21_loss: 29.3787 - output22_loss: 22.2358 - output23_loss: 15.3886 - output24_loss: 21.3014 - output25_loss: 27.7690 - output26_loss: 14.5436 - output27_loss: 28.3924 - output28_loss: 19.9490 - output29_loss: 25.7458 - output00_mean_squared_error: 12.3888 - output01_mean_squared_error: 13.0652 - output02_mean_squared_error: 21.1228 - output03_mean_squared_error: 32.0747 - output04_mean_squared_error: 25.1855 - output05_mean_squared_error: 18.3973 - output06_mean_squared_error: 19.0662 - output07_mean_squared_error: 21.3868 - output08_mean_squared_error: 14.0228 - output09_mean_squared_error: 19.0950 - output10_mean_squared_error: 19.0699 - output11_mean_squared_error: 20.7569 - output12_mean_squared_error: 16.5445 - output13_mean_squared_error: 24.8307 - output14_mean_squared_error: 17.3885 - output15_mean_squared_error: 27.1401 - output16_mean_squared_error: 20.7411 - output17_mean_squared_error: 21.4234 - output18_mean_squared_error: 14.1326 - output19_mean_squared_error: 10.0721 - output20_mean_squared_error: 11.5847 - output21_mean_squared_error: 29.3787 - output22_mean_squared_error: 22.2358 - output23_mean_squared_error: 15.3886 - output24_mean_squared_error: 21.3014 - output25_mean_squared_error: 27.7690 - output26_mean_squared_error: 14.5436 - output27_mean_squared_error: 28.3924 - output28_mean_squared_error: 19.9490 - output29_mean_squared_error: 25.7458 Epoch 1841/2000 121/121 [==============================] - 0s 815us/step - loss: 604.1746 - output00_loss: 12.3888 - output01_loss: 13.0642 - output02_loss: 21.1219 - output03_loss: 32.0744 - output04_loss: 25.1836 - output05_loss: 18.3973 - output06_loss: 19.0644 - output07_loss: 21.3855 - output08_loss: 14.0226 - output09_loss: 19.0949 - output10_loss: 19.0698 - output11_loss: 20.7569 - output12_loss: 16.5444 - output13_loss: 24.8298 - output14_loss: 17.3876 - output15_loss: 27.1387 - output16_loss: 20.7411 - output17_loss: 21.4227 - output18_loss: 14.1326 - output19_loss: 10.0709 - output20_loss: 11.5837 - output21_loss: 29.3783 - output22_loss: 22.2358 - output23_loss: 15.3886 - output24_loss: 21.3012 - output25_loss: 27.7689 - output26_loss: 14.5436 - output27_loss: 28.3921 - output28_loss: 19.9474 - output29_loss: 25.7429 - output00_mean_squared_error: 12.3888 - output01_mean_squared_error: 13.0642 - output02_mean_squared_error: 21.1219 - output03_mean_squared_error: 32.0744 - output04_mean_squared_error: 25.1836 - output05_mean_squared_error: 18.3973 - output06_mean_squared_error: 19.0644 - output07_mean_squared_error: 21.3855 - output08_mean_squared_error: 14.0226 - output09_mean_squared_error: 19.0949 - output10_mean_squared_error: 19.0698 - output11_mean_squared_error: 20.7569 - output12_mean_squared_error: 16.5444 - output13_mean_squared_error: 24.8298 - output14_mean_squared_error: 17.3876 - output15_mean_squared_error: 27.1387 - output16_mean_squared_error: 20.7411 - output17_mean_squared_error: 21.4227 - output18_mean_squared_error: 14.1326 - output19_mean_squared_error: 10.0709 - output20_mean_squared_error: 11.5837 - output21_mean_squared_error: 29.3783 - output22_mean_squared_error: 22.2358 - output23_mean_squared_error: 15.3886 - output24_mean_squared_error: 21.3012 - output25_mean_squared_error: 27.7689 - output26_mean_squared_error: 14.5436 - output27_mean_squared_error: 28.3921 - output28_mean_squared_error: 19.9474 - output29_mean_squared_error: 25.7429 Epoch 1842/2000 121/121 [==============================] - 0s 503us/step - loss: 604.1556 - output00_loss: 12.3888 - output01_loss: 13.0633 - output02_loss: 21.1210 - output03_loss: 32.0742 - output04_loss: 25.1817 - output05_loss: 18.3972 - output06_loss: 19.0626 - output07_loss: 21.3842 - output08_loss: 14.0224 - output09_loss: 19.0948 - output10_loss: 19.0698 - output11_loss: 20.7569 - output12_loss: 16.5442 - output13_loss: 24.8290 - output14_loss: 17.3867 - output15_loss: 27.1374 - output16_loss: 20.7411 - output17_loss: 21.4220 - output18_loss: 14.1326 - output19_loss: 10.0697 - output20_loss: 11.5826 - output21_loss: 29.3780 - output22_loss: 22.2357 - output23_loss: 15.3886 - output24_loss: 21.3010 - output25_loss: 27.7689 - output26_loss: 14.5436 - output27_loss: 28.3919 - output28_loss: 19.9457 - output29_loss: 25.7400 - output00_mean_squared_error: 12.3888 - output01_mean_squared_error: 13.0633 - output02_mean_squared_error: 21.1210 - output03_mean_squared_error: 32.0742 - output04_mean_squared_error: 25.1817 - output05_mean_squared_error: 18.3972 - output06_mean_squared_error: 19.0626 - output07_mean_squared_error: 21.3842 - output08_mean_squared_error: 14.0224 - output09_mean_squared_error: 19.0948 - output10_mean_squared_error: 19.0698 - output11_mean_squared_error: 20.7569 - output12_mean_squared_error: 16.5442 - output13_mean_squared_error: 24.8290 - output14_mean_squared_error: 17.3867 - output15_mean_squared_error: 27.1374 - output16_mean_squared_error: 20.7411 - output17_mean_squared_error: 21.4220 - output18_mean_squared_error: 14.1326 - output19_mean_squared_error: 10.0697 - output20_mean_squared_error: 11.5826 - output21_mean_squared_error: 29.3780 - output22_mean_squared_error: 22.2357 - output23_mean_squared_error: 15.3886 - output24_mean_squared_error: 21.3010 - output25_mean_squared_error: 27.7689 - output26_mean_squared_error: 14.5436 - output27_mean_squared_error: 28.3919 - output28_mean_squared_error: 19.9457 - output29_mean_squared_error: 25.7400 Epoch 1843/2000 121/121 [==============================] - 0s 963us/step - loss: 604.1366 - output00_loss: 12.3888 - output01_loss: 13.0624 - output02_loss: 21.1201 - output03_loss: 32.0740 - output04_loss: 25.1799 - output05_loss: 18.3971 - output06_loss: 19.0608 - output07_loss: 21.3828 - output08_loss: 14.0222 - output09_loss: 19.0948 - output10_loss: 19.0698 - output11_loss: 20.7569 - output12_loss: 16.5441 - output13_loss: 24.8281 - output14_loss: 17.3858 - output15_loss: 27.1361 - output16_loss: 20.7411 - output17_loss: 21.4214 - output18_loss: 14.1326 - output19_loss: 10.0685 - output20_loss: 11.5816 - output21_loss: 29.3776 - output22_loss: 22.2356 - output23_loss: 15.3886 - output24_loss: 21.3008 - output25_loss: 27.7688 - output26_loss: 14.5436 - output27_loss: 28.3916 - output28_loss: 19.9441 - output29_loss: 25.7371 - output00_mean_squared_error: 12.3888 - output01_mean_squared_error: 13.0624 - output02_mean_squared_error: 21.1201 - output03_mean_squared_error: 32.0740 - output04_mean_squared_error: 25.1799 - output05_mean_squared_error: 18.3971 - output06_mean_squared_error: 19.0608 - output07_mean_squared_error: 21.3828 - output08_mean_squared_error: 14.0222 - output09_mean_squared_error: 19.0948 - output10_mean_squared_error: 19.0698 - output11_mean_squared_error: 20.7569 - output12_mean_squared_error: 16.5441 - output13_mean_squared_error: 24.8281 - output14_mean_squared_error: 17.3858 - output15_mean_squared_error: 27.1361 - output16_mean_squared_error: 20.7411 - output17_mean_squared_error: 21.4214 - output18_mean_squared_error: 14.1326 - output19_mean_squared_error: 10.0685 - output20_mean_squared_error: 11.5816 - output21_mean_squared_error: 29.3776 - output22_mean_squared_error: 22.2356 - output23_mean_squared_error: 15.3886 - output24_mean_squared_error: 21.3008 - output25_mean_squared_error: 27.7688 - output26_mean_squared_error: 14.5436 - output27_mean_squared_error: 28.3916 - output28_mean_squared_error: 19.9441 - output29_mean_squared_error: 25.7371 Epoch 1844/2000 121/121 [==============================] - 0s 1ms/step - loss: 604.1176 - output00_loss: 12.3888 - output01_loss: 13.0614 - output02_loss: 21.1193 - output03_loss: 32.0738 - output04_loss: 25.1780 - output05_loss: 18.3971 - output06_loss: 19.0590 - output07_loss: 21.3815 - output08_loss: 14.0220 - output09_loss: 19.0947 - output10_loss: 19.0697 - output11_loss: 20.7569 - output12_loss: 16.5439 - output13_loss: 24.8273 - output14_loss: 17.3849 - output15_loss: 27.1348 - output16_loss: 20.7411 - output17_loss: 21.4207 - output18_loss: 14.1326 - output19_loss: 10.0673 - output20_loss: 11.5805 - output21_loss: 29.3773 - output22_loss: 22.2355 - output23_loss: 15.3886 - output24_loss: 21.3006 - output25_loss: 27.7688 - output26_loss: 14.5436 - output27_loss: 28.3914 - output28_loss: 19.9425 - output29_loss: 25.7343 - output00_mean_squared_error: 12.3888 - output01_mean_squared_error: 13.0614 - output02_mean_squared_error: 21.1193 - output03_mean_squared_error: 32.0738 - output04_mean_squared_error: 25.1780 - output05_mean_squared_error: 18.3971 - output06_mean_squared_error: 19.0590 - output07_mean_squared_error: 21.3815 - output08_mean_squared_error: 14.0220 - output09_mean_squared_error: 19.0947 - output10_mean_squared_error: 19.0697 - output11_mean_squared_error: 20.7569 - output12_mean_squared_error: 16.5439 - output13_mean_squared_error: 24.8273 - output14_mean_squared_error: 17.3849 - output15_mean_squared_error: 27.1348 - output16_mean_squared_error: 20.7411 - output17_mean_squared_error: 21.4207 - output18_mean_squared_error: 14.1326 - output19_mean_squared_error: 10.0673 - output20_mean_squared_error: 11.5805 - output21_mean_squared_error: 29.3773 - output22_mean_squared_error: 22.2355 - output23_mean_squared_error: 15.3886 - output24_mean_squared_error: 21.3006 - output25_mean_squared_error: 27.7688 - output26_mean_squared_error: 14.5436 - output27_mean_squared_error: 28.3914 - output28_mean_squared_error: 19.9425 - output29_mean_squared_error: 25.7343 Epoch 1845/2000 121/121 [==============================] - 0s 1ms/step - loss: 604.0988 - output00_loss: 12.3888 - output01_loss: 13.0605 - output02_loss: 21.1184 - output03_loss: 32.0736 - output04_loss: 25.1761 - output05_loss: 18.3970 - output06_loss: 19.0572 - output07_loss: 21.3802 - output08_loss: 14.0218 - output09_loss: 19.0946 - output10_loss: 19.0697 - output11_loss: 20.7569 - output12_loss: 16.5438 - output13_loss: 24.8265 - output14_loss: 17.3840 - output15_loss: 27.1335 - output16_loss: 20.7411 - output17_loss: 21.4200 - output18_loss: 14.1326 - output19_loss: 10.0661 - output20_loss: 11.5795 - output21_loss: 29.3769 - output22_loss: 22.2355 - output23_loss: 15.3886 - output24_loss: 21.3004 - output25_loss: 27.7687 - output26_loss: 14.5436 - output27_loss: 28.3911 - output28_loss: 19.9408 - output29_loss: 25.7314 - output00_mean_squared_error: 12.3888 - output01_mean_squared_error: 13.0605 - output02_mean_squared_error: 21.1184 - output03_mean_squared_error: 32.0736 - output04_mean_squared_error: 25.1761 - output05_mean_squared_error: 18.3970 - output06_mean_squared_error: 19.0572 - output07_mean_squared_error: 21.3802 - output08_mean_squared_error: 14.0218 - output09_mean_squared_error: 19.0946 - output10_mean_squared_error: 19.0697 - output11_mean_squared_error: 20.7569 - output12_mean_squared_error: 16.5438 - output13_mean_squared_error: 24.8265 - output14_mean_squared_error: 17.3840 - output15_mean_squared_error: 27.1335 - output16_mean_squared_error: 20.7411 - output17_mean_squared_error: 21.4200 - output18_mean_squared_error: 14.1326 - output19_mean_squared_error: 10.0661 - output20_mean_squared_error: 11.5795 - output21_mean_squared_error: 29.3769 - output22_mean_squared_error: 22.2355 - output23_mean_squared_error: 15.3886 - output24_mean_squared_error: 21.3004 - output25_mean_squared_error: 27.7687 - output26_mean_squared_error: 14.5436 - output27_mean_squared_error: 28.3911 - output28_mean_squared_error: 19.9408 - output29_mean_squared_error: 25.7314 Epoch 1846/2000 121/121 [==============================] - 0s 582us/step - loss: 604.0799 - output00_loss: 12.3887 - output01_loss: 13.0595 - output02_loss: 21.1175 - output03_loss: 32.0734 - output04_loss: 25.1743 - output05_loss: 18.3969 - output06_loss: 19.0555 - output07_loss: 21.3789 - output08_loss: 14.0216 - output09_loss: 19.0945 - output10_loss: 19.0697 - output11_loss: 20.7569 - output12_loss: 16.5436 - output13_loss: 24.8256 - output14_loss: 17.3831 - output15_loss: 27.1322 - output16_loss: 20.7411 - output17_loss: 21.4193 - output18_loss: 14.1326 - output19_loss: 10.0649 - output20_loss: 11.5785 - output21_loss: 29.3765 - output22_loss: 22.2354 - output23_loss: 15.3886 - output24_loss: 21.3002 - output25_loss: 27.7687 - output26_loss: 14.5436 - output27_loss: 28.3909 - output28_loss: 19.9392 - output29_loss: 25.7285 - output00_mean_squared_error: 12.3887 - output01_mean_squared_error: 13.0595 - output02_mean_squared_error: 21.1175 - output03_mean_squared_error: 32.0734 - output04_mean_squared_error: 25.1743 - output05_mean_squared_error: 18.3969 - output06_mean_squared_error: 19.0555 - output07_mean_squared_error: 21.3789 - output08_mean_squared_error: 14.0216 - output09_mean_squared_error: 19.0945 - output10_mean_squared_error: 19.0697 - output11_mean_squared_error: 20.7569 - output12_mean_squared_error: 16.5436 - output13_mean_squared_error: 24.8256 - output14_mean_squared_error: 17.3831 - output15_mean_squared_error: 27.1322 - output16_mean_squared_error: 20.7411 - output17_mean_squared_error: 21.4193 - output18_mean_squared_error: 14.1326 - output19_mean_squared_error: 10.0649 - output20_mean_squared_error: 11.5785 - output21_mean_squared_error: 29.3765 - output22_mean_squared_error: 22.2354 - output23_mean_squared_error: 15.3886 - output24_mean_squared_error: 21.3002 - output25_mean_squared_error: 27.7687 - output26_mean_squared_error: 14.5436 - output27_mean_squared_error: 28.3909 - output28_mean_squared_error: 19.9392 - output29_mean_squared_error: 25.7285 Epoch 1847/2000 121/121 [==============================] - 0s 1ms/step - loss: 604.0611 - output00_loss: 12.3887 - output01_loss: 13.0586 - output02_loss: 21.1166 - output03_loss: 32.0732 - output04_loss: 25.1724 - output05_loss: 18.3969 - output06_loss: 19.0537 - output07_loss: 21.3776 - output08_loss: 14.0214 - output09_loss: 19.0944 - output10_loss: 19.0696 - output11_loss: 20.7569 - output12_loss: 16.5435 - output13_loss: 24.8248 - output14_loss: 17.3822 - output15_loss: 27.1309 - output16_loss: 20.7411 - output17_loss: 21.4187 - output18_loss: 14.1325 - output19_loss: 10.0638 - output20_loss: 11.5774 - output21_loss: 29.3762 - output22_loss: 22.2353 - output23_loss: 15.3886 - output24_loss: 21.3000 - output25_loss: 27.7686 - output26_loss: 14.5436 - output27_loss: 28.3906 - output28_loss: 19.9376 - output29_loss: 25.7257 - output00_mean_squared_error: 12.3887 - output01_mean_squared_error: 13.0586 - output02_mean_squared_error: 21.1166 - output03_mean_squared_error: 32.0732 - output04_mean_squared_error: 25.1724 - output05_mean_squared_error: 18.3969 - output06_mean_squared_error: 19.0537 - output07_mean_squared_error: 21.3776 - output08_mean_squared_error: 14.0214 - output09_mean_squared_error: 19.0944 - output10_mean_squared_error: 19.0696 - output11_mean_squared_error: 20.7569 - output12_mean_squared_error: 16.5435 - output13_mean_squared_error: 24.8248 - output14_mean_squared_error: 17.3822 - output15_mean_squared_error: 27.1309 - output16_mean_squared_error: 20.7411 - output17_mean_squared_error: 21.4187 - output18_mean_squared_error: 14.1325 - output19_mean_squared_error: 10.0638 - output20_mean_squared_error: 11.5774 - output21_mean_squared_error: 29.3762 - output22_mean_squared_error: 22.2353 - output23_mean_squared_error: 15.3886 - output24_mean_squared_error: 21.3000 - output25_mean_squared_error: 27.7686 - output26_mean_squared_error: 14.5436 - output27_mean_squared_error: 28.3906 - output28_mean_squared_error: 19.9376 - output29_mean_squared_error: 25.7257 Epoch 1848/2000 121/121 [==============================] - 0s 767us/step - loss: 604.0422 - output00_loss: 12.3887 - output01_loss: 13.0577 - output02_loss: 21.1157 - output03_loss: 32.0730 - output04_loss: 25.1705 - output05_loss: 18.3968 - output06_loss: 19.0519 - output07_loss: 21.3763 - output08_loss: 14.0212 - output09_loss: 19.0943 - output10_loss: 19.0696 - output11_loss: 20.7569 - output12_loss: 16.5433 - output13_loss: 24.8240 - output14_loss: 17.3813 - output15_loss: 27.1296 - output16_loss: 20.7411 - output17_loss: 21.4180 - output18_loss: 14.1325 - output19_loss: 10.0626 - output20_loss: 11.5764 - output21_loss: 29.3758 - output22_loss: 22.2353 - output23_loss: 15.3885 - output24_loss: 21.2998 - output25_loss: 27.7686 - output26_loss: 14.5435 - output27_loss: 28.3903 - output28_loss: 19.9360 - output29_loss: 25.7228 - output00_mean_squared_error: 12.3887 - output01_mean_squared_error: 13.0577 - output02_mean_squared_error: 21.1157 - output03_mean_squared_error: 32.0730 - output04_mean_squared_error: 25.1705 - output05_mean_squared_error: 18.3968 - output06_mean_squared_error: 19.0519 - output07_mean_squared_error: 21.3763 - output08_mean_squared_error: 14.0212 - output09_mean_squared_error: 19.0943 - output10_mean_squared_error: 19.0696 - output11_mean_squared_error: 20.7569 - output12_mean_squared_error: 16.5433 - output13_mean_squared_error: 24.8240 - output14_mean_squared_error: 17.3813 - output15_mean_squared_error: 27.1296 - output16_mean_squared_error: 20.7411 - output17_mean_squared_error: 21.4180 - output18_mean_squared_error: 14.1325 - output19_mean_squared_error: 10.0626 - output20_mean_squared_error: 11.5764 - output21_mean_squared_error: 29.3758 - output22_mean_squared_error: 22.2353 - output23_mean_squared_error: 15.3885 - output24_mean_squared_error: 21.2998 - output25_mean_squared_error: 27.7686 - output26_mean_squared_error: 14.5435 - output27_mean_squared_error: 28.3903 - output28_mean_squared_error: 19.9360 - output29_mean_squared_error: 25.7228 Epoch 1849/2000 121/121 [==============================] - 0s 479us/step - loss: 604.0235 - output00_loss: 12.3887 - output01_loss: 13.0567 - output02_loss: 21.1148 - output03_loss: 32.0728 - output04_loss: 25.1687 - output05_loss: 18.3968 - output06_loss: 19.0501 - output07_loss: 21.3750 - output08_loss: 14.0210 - output09_loss: 19.0942 - output10_loss: 19.0696 - output11_loss: 20.7569 - output12_loss: 16.5432 - output13_loss: 24.8232 - output14_loss: 17.3804 - output15_loss: 27.1283 - output16_loss: 20.7411 - output17_loss: 21.4173 - output18_loss: 14.1325 - output19_loss: 10.0614 - output20_loss: 11.5753 - output21_loss: 29.3755 - output22_loss: 22.2352 - output23_loss: 15.3885 - output24_loss: 21.2997 - output25_loss: 27.7685 - output26_loss: 14.5435 - output27_loss: 28.3901 - output28_loss: 19.9344 - output29_loss: 25.7200 - output00_mean_squared_error: 12.3887 - output01_mean_squared_error: 13.0567 - output02_mean_squared_error: 21.1148 - output03_mean_squared_error: 32.0728 - output04_mean_squared_error: 25.1687 - output05_mean_squared_error: 18.3968 - output06_mean_squared_error: 19.0501 - output07_mean_squared_error: 21.3750 - output08_mean_squared_error: 14.0210 - output09_mean_squared_error: 19.0942 - output10_mean_squared_error: 19.0696 - output11_mean_squared_error: 20.7569 - output12_mean_squared_error: 16.5432 - output13_mean_squared_error: 24.8232 - output14_mean_squared_error: 17.3804 - output15_mean_squared_error: 27.1283 - output16_mean_squared_error: 20.7411 - output17_mean_squared_error: 21.4173 - output18_mean_squared_error: 14.1325 - output19_mean_squared_error: 10.0614 - output20_mean_squared_error: 11.5753 - output21_mean_squared_error: 29.3755 - output22_mean_squared_error: 22.2352 - output23_mean_squared_error: 15.3885 - output24_mean_squared_error: 21.2997 - output25_mean_squared_error: 27.7685 - output26_mean_squared_error: 14.5435 - output27_mean_squared_error: 28.3901 - output28_mean_squared_error: 19.9344 - output29_mean_squared_error: 25.7200 Epoch 1850/2000 121/121 [==============================] - 0s 1ms/step - loss: 604.0047 - output00_loss: 12.3887 - output01_loss: 13.0558 - output02_loss: 21.1140 - output03_loss: 32.0726 - output04_loss: 25.1668 - output05_loss: 18.3967 - output06_loss: 19.0483 - output07_loss: 21.3737 - output08_loss: 14.0208 - output09_loss: 19.0942 - output10_loss: 19.0695 - output11_loss: 20.7569 - output12_loss: 16.5430 - output13_loss: 24.8223 - output14_loss: 17.3796 - output15_loss: 27.1270 - output16_loss: 20.7411 - output17_loss: 21.4167 - output18_loss: 14.1325 - output19_loss: 10.0602 - output20_loss: 11.5743 - output21_loss: 29.3751 - output22_loss: 22.2351 - output23_loss: 15.3885 - output24_loss: 21.2995 - output25_loss: 27.7685 - output26_loss: 14.5435 - output27_loss: 28.3898 - output28_loss: 19.9328 - output29_loss: 25.7171 - output00_mean_squared_error: 12.3887 - output01_mean_squared_error: 13.0558 - output02_mean_squared_error: 21.1140 - output03_mean_squared_error: 32.0726 - output04_mean_squared_error: 25.1668 - output05_mean_squared_error: 18.3967 - output06_mean_squared_error: 19.0483 - output07_mean_squared_error: 21.3737 - output08_mean_squared_error: 14.0208 - output09_mean_squared_error: 19.0942 - output10_mean_squared_error: 19.0695 - output11_mean_squared_error: 20.7569 - output12_mean_squared_error: 16.5430 - output13_mean_squared_error: 24.8223 - output14_mean_squared_error: 17.3796 - output15_mean_squared_error: 27.1270 - output16_mean_squared_error: 20.7411 - output17_mean_squared_error: 21.4167 - output18_mean_squared_error: 14.1325 - output19_mean_squared_error: 10.0602 - output20_mean_squared_error: 11.5743 - output21_mean_squared_error: 29.3751 - output22_mean_squared_error: 22.2351 - output23_mean_squared_error: 15.3885 - output24_mean_squared_error: 21.2995 - output25_mean_squared_error: 27.7685 - output26_mean_squared_error: 14.5435 - output27_mean_squared_error: 28.3898 - output28_mean_squared_error: 19.9328 - output29_mean_squared_error: 25.7171 Epoch 1851/2000 121/121 [==============================] - 0s 949us/step - loss: 603.9860 - output00_loss: 12.3887 - output01_loss: 13.0549 - output02_loss: 21.1131 - output03_loss: 32.0723 - output04_loss: 25.1650 - output05_loss: 18.3966 - output06_loss: 19.0466 - output07_loss: 21.3724 - output08_loss: 14.0206 - output09_loss: 19.0941 - output10_loss: 19.0695 - output11_loss: 20.7569 - output12_loss: 16.5429 - output13_loss: 24.8215 - output14_loss: 17.3787 - output15_loss: 27.1257 - output16_loss: 20.7411 - output17_loss: 21.4160 - output18_loss: 14.1325 - output19_loss: 10.0590 - output20_loss: 11.5733 - output21_loss: 29.3748 - output22_loss: 22.2350 - output23_loss: 15.3885 - output24_loss: 21.2993 - output25_loss: 27.7684 - output26_loss: 14.5435 - output27_loss: 28.3896 - output28_loss: 19.9312 - output29_loss: 25.7143 - output00_mean_squared_error: 12.3887 - output01_mean_squared_error: 13.0549 - output02_mean_squared_error: 21.1131 - output03_mean_squared_error: 32.0723 - output04_mean_squared_error: 25.1650 - output05_mean_squared_error: 18.3966 - output06_mean_squared_error: 19.0466 - output07_mean_squared_error: 21.3724 - output08_mean_squared_error: 14.0206 - output09_mean_squared_error: 19.0941 - output10_mean_squared_error: 19.0695 - output11_mean_squared_error: 20.7569 - output12_mean_squared_error: 16.5429 - output13_mean_squared_error: 24.8215 - output14_mean_squared_error: 17.3787 - output15_mean_squared_error: 27.1257 - output16_mean_squared_error: 20.7411 - output17_mean_squared_error: 21.4160 - output18_mean_squared_error: 14.1325 - output19_mean_squared_error: 10.0590 - output20_mean_squared_error: 11.5733 - output21_mean_squared_error: 29.3748 - output22_mean_squared_error: 22.2350 - output23_mean_squared_error: 15.3885 - output24_mean_squared_error: 21.2993 - output25_mean_squared_error: 27.7684 - output26_mean_squared_error: 14.5435 - output27_mean_squared_error: 28.3896 - output28_mean_squared_error: 19.9312 - output29_mean_squared_error: 25.7143 Epoch 1852/2000 121/121 [==============================] - 0s 561us/step - loss: 603.9673 - output00_loss: 12.3887 - output01_loss: 13.0540 - output02_loss: 21.1122 - output03_loss: 32.0721 - output04_loss: 25.1631 - output05_loss: 18.3966 - output06_loss: 19.0448 - output07_loss: 21.3712 - output08_loss: 14.0205 - output09_loss: 19.0940 - output10_loss: 19.0695 - output11_loss: 20.7569 - output12_loss: 16.5428 - output13_loss: 24.8207 - output14_loss: 17.3778 - output15_loss: 27.1244 - output16_loss: 20.7411 - output17_loss: 21.4154 - output18_loss: 14.1325 - output19_loss: 10.0579 - output20_loss: 11.5722 - output21_loss: 29.3744 - output22_loss: 22.2350 - output23_loss: 15.3885 - output24_loss: 21.2991 - output25_loss: 27.7684 - output26_loss: 14.5435 - output27_loss: 28.3893 - output28_loss: 19.9295 - output29_loss: 25.7115 - output00_mean_squared_error: 12.3887 - output01_mean_squared_error: 13.0540 - output02_mean_squared_error: 21.1122 - output03_mean_squared_error: 32.0721 - output04_mean_squared_error: 25.1631 - output05_mean_squared_error: 18.3966 - output06_mean_squared_error: 19.0448 - output07_mean_squared_error: 21.3712 - output08_mean_squared_error: 14.0205 - output09_mean_squared_error: 19.0940 - output10_mean_squared_error: 19.0695 - output11_mean_squared_error: 20.7569 - output12_mean_squared_error: 16.5428 - output13_mean_squared_error: 24.8207 - output14_mean_squared_error: 17.3778 - output15_mean_squared_error: 27.1244 - output16_mean_squared_error: 20.7411 - output17_mean_squared_error: 21.4154 - output18_mean_squared_error: 14.1325 - output19_mean_squared_error: 10.0579 - output20_mean_squared_error: 11.5722 - output21_mean_squared_error: 29.3744 - output22_mean_squared_error: 22.2350 - output23_mean_squared_error: 15.3885 - output24_mean_squared_error: 21.2991 - output25_mean_squared_error: 27.7684 - output26_mean_squared_error: 14.5435 - output27_mean_squared_error: 28.3893 - output28_mean_squared_error: 19.9295 - output29_mean_squared_error: 25.7115 Epoch 1853/2000 121/121 [==============================] - 0s 1ms/step - loss: 603.9487 - output00_loss: 12.3887 - output01_loss: 13.0530 - output02_loss: 21.1113 - output03_loss: 32.0719 - output04_loss: 25.1613 - output05_loss: 18.3965 - output06_loss: 19.0430 - output07_loss: 21.3699 - output08_loss: 14.0203 - output09_loss: 19.0939 - output10_loss: 19.0694 - output11_loss: 20.7569 - output12_loss: 16.5426 - output13_loss: 24.8199 - output14_loss: 17.3769 - output15_loss: 27.1231 - output16_loss: 20.7410 - output17_loss: 21.4147 - output18_loss: 14.1325 - output19_loss: 10.0567 - output20_loss: 11.5712 - output21_loss: 29.3741 - output22_loss: 22.2349 - output23_loss: 15.3885 - output24_loss: 21.2989 - output25_loss: 27.7683 - output26_loss: 14.5435 - output27_loss: 28.3891 - output28_loss: 19.9279 - output29_loss: 25.7086 - output00_mean_squared_error: 12.3887 - output01_mean_squared_error: 13.0530 - output02_mean_squared_error: 21.1113 - output03_mean_squared_error: 32.0719 - output04_mean_squared_error: 25.1613 - output05_mean_squared_error: 18.3965 - output06_mean_squared_error: 19.0430 - output07_mean_squared_error: 21.3699 - output08_mean_squared_error: 14.0203 - output09_mean_squared_error: 19.0939 - output10_mean_squared_error: 19.0694 - output11_mean_squared_error: 20.7569 - output12_mean_squared_error: 16.5426 - output13_mean_squared_error: 24.8199 - output14_mean_squared_error: 17.3769 - output15_mean_squared_error: 27.1231 - output16_mean_squared_error: 20.7410 - output17_mean_squared_error: 21.4147 - output18_mean_squared_error: 14.1325 - output19_mean_squared_error: 10.0567 - output20_mean_squared_error: 11.5712 - output21_mean_squared_error: 29.3741 - output22_mean_squared_error: 22.2349 - output23_mean_squared_error: 15.3885 - output24_mean_squared_error: 21.2989 - output25_mean_squared_error: 27.7683 - output26_mean_squared_error: 14.5435 - output27_mean_squared_error: 28.3891 - output28_mean_squared_error: 19.9279 - output29_mean_squared_error: 25.7086 Epoch 1854/2000 121/121 [==============================] - 0s 1ms/step - loss: 603.9302 - output00_loss: 12.3887 - output01_loss: 13.0521 - output02_loss: 21.1105 - output03_loss: 32.0717 - output04_loss: 25.1595 - output05_loss: 18.3964 - output06_loss: 19.0413 - output07_loss: 21.3686 - output08_loss: 14.0201 - output09_loss: 19.0938 - output10_loss: 19.0694 - output11_loss: 20.7569 - output12_loss: 16.5425 - output13_loss: 24.8191 - output14_loss: 17.3760 - output15_loss: 27.1218 - output16_loss: 20.7410 - output17_loss: 21.4140 - output18_loss: 14.1325 - output19_loss: 10.0555 - output20_loss: 11.5702 - output21_loss: 29.3737 - output22_loss: 22.2348 - output23_loss: 15.3885 - output24_loss: 21.2987 - output25_loss: 27.7683 - output26_loss: 14.5435 - output27_loss: 28.3889 - output28_loss: 19.9263 - output29_loss: 25.7058 - output00_mean_squared_error: 12.3887 - output01_mean_squared_error: 13.0521 - output02_mean_squared_error: 21.1105 - output03_mean_squared_error: 32.0717 - output04_mean_squared_error: 25.1595 - output05_mean_squared_error: 18.3964 - output06_mean_squared_error: 19.0413 - output07_mean_squared_error: 21.3686 - output08_mean_squared_error: 14.0201 - output09_mean_squared_error: 19.0938 - output10_mean_squared_error: 19.0694 - output11_mean_squared_error: 20.7569 - output12_mean_squared_error: 16.5425 - output13_mean_squared_error: 24.8191 - output14_mean_squared_error: 17.3760 - output15_mean_squared_error: 27.1218 - output16_mean_squared_error: 20.7410 - output17_mean_squared_error: 21.4140 - output18_mean_squared_error: 14.1325 - output19_mean_squared_error: 10.0555 - output20_mean_squared_error: 11.5702 - output21_mean_squared_error: 29.3737 - output22_mean_squared_error: 22.2348 - output23_mean_squared_error: 15.3885 - output24_mean_squared_error: 21.2987 - output25_mean_squared_error: 27.7683 - output26_mean_squared_error: 14.5435 - output27_mean_squared_error: 28.3889 - output28_mean_squared_error: 19.9263 - output29_mean_squared_error: 25.7058 Epoch 1855/2000 121/121 [==============================] - 0s 1ms/step - loss: 603.9116 - output00_loss: 12.3887 - output01_loss: 13.0512 - output02_loss: 21.1096 - output03_loss: 32.0715 - output04_loss: 25.1576 - output05_loss: 18.3964 - output06_loss: 19.0395 - output07_loss: 21.3673 - output08_loss: 14.0199 - output09_loss: 19.0938 - output10_loss: 19.0694 - output11_loss: 20.7569 - output12_loss: 16.5423 - output13_loss: 24.8182 - output14_loss: 17.3752 - output15_loss: 27.1205 - output16_loss: 20.7410 - output17_loss: 21.4134 - output18_loss: 14.1325 - output19_loss: 10.0544 - output20_loss: 11.5692 - output21_loss: 29.3734 - output22_loss: 22.2348 - output23_loss: 15.3885 - output24_loss: 21.2985 - output25_loss: 27.7682 - output26_loss: 14.5435 - output27_loss: 28.3886 - output28_loss: 19.9247 - output29_loss: 25.7030 - output00_mean_squared_error: 12.3887 - output01_mean_squared_error: 13.0512 - output02_mean_squared_error: 21.1096 - output03_mean_squared_error: 32.0715 - output04_mean_squared_error: 25.1576 - output05_mean_squared_error: 18.3964 - output06_mean_squared_error: 19.0395 - output07_mean_squared_error: 21.3673 - output08_mean_squared_error: 14.0199 - output09_mean_squared_error: 19.0938 - output10_mean_squared_error: 19.0694 - output11_mean_squared_error: 20.7569 - output12_mean_squared_error: 16.5423 - output13_mean_squared_error: 24.8182 - output14_mean_squared_error: 17.3752 - output15_mean_squared_error: 27.1205 - output16_mean_squared_error: 20.7410 - output17_mean_squared_error: 21.4134 - output18_mean_squared_error: 14.1325 - output19_mean_squared_error: 10.0544 - output20_mean_squared_error: 11.5692 - output21_mean_squared_error: 29.3734 - output22_mean_squared_error: 22.2348 - output23_mean_squared_error: 15.3885 - output24_mean_squared_error: 21.2985 - output25_mean_squared_error: 27.7682 - output26_mean_squared_error: 14.5435 - output27_mean_squared_error: 28.3886 - output28_mean_squared_error: 19.9247 - output29_mean_squared_error: 25.7030 Epoch 1856/2000 121/121 [==============================] - 0s 1ms/step - loss: 603.8931 - output00_loss: 12.3887 - output01_loss: 13.0503 - output02_loss: 21.1087 - output03_loss: 32.0713 - output04_loss: 25.1558 - output05_loss: 18.3963 - output06_loss: 19.0377 - output07_loss: 21.3660 - output08_loss: 14.0197 - output09_loss: 19.0937 - output10_loss: 19.0693 - output11_loss: 20.7569 - output12_loss: 16.5422 - output13_loss: 24.8174 - output14_loss: 17.3743 - output15_loss: 27.1192 - output16_loss: 20.7410 - output17_loss: 21.4127 - output18_loss: 14.1325 - output19_loss: 10.0532 - output20_loss: 11.5681 - output21_loss: 29.3730 - output22_loss: 22.2347 - output23_loss: 15.3885 - output24_loss: 21.2983 - output25_loss: 27.7682 - output26_loss: 14.5435 - output27_loss: 28.3884 - output28_loss: 19.9231 - output29_loss: 25.7002 - output00_mean_squared_error: 12.3887 - output01_mean_squared_error: 13.0503 - output02_mean_squared_error: 21.1087 - output03_mean_squared_error: 32.0713 - output04_mean_squared_error: 25.1558 - output05_mean_squared_error: 18.3963 - output06_mean_squared_error: 19.0377 - output07_mean_squared_error: 21.3660 - output08_mean_squared_error: 14.0197 - output09_mean_squared_error: 19.0937 - output10_mean_squared_error: 19.0693 - output11_mean_squared_error: 20.7569 - output12_mean_squared_error: 16.5422 - output13_mean_squared_error: 24.8174 - output14_mean_squared_error: 17.3743 - output15_mean_squared_error: 27.1192 - output16_mean_squared_error: 20.7410 - output17_mean_squared_error: 21.4127 - output18_mean_squared_error: 14.1325 - output19_mean_squared_error: 10.0532 - output20_mean_squared_error: 11.5681 - output21_mean_squared_error: 29.3730 - output22_mean_squared_error: 22.2347 - output23_mean_squared_error: 15.3885 - output24_mean_squared_error: 21.2983 - output25_mean_squared_error: 27.7682 - output26_mean_squared_error: 14.5435 - output27_mean_squared_error: 28.3884 - output28_mean_squared_error: 19.9231 - output29_mean_squared_error: 25.7002 Epoch 1857/2000 121/121 [==============================] - 0s 1ms/step - loss: 603.8746 - output00_loss: 12.3887 - output01_loss: 13.0493 - output02_loss: 21.1078 - output03_loss: 32.0711 - output04_loss: 25.1539 - output05_loss: 18.3963 - output06_loss: 19.0360 - output07_loss: 21.3648 - output08_loss: 14.0195 - output09_loss: 19.0936 - output10_loss: 19.0693 - output11_loss: 20.7569 - output12_loss: 16.5420 - output13_loss: 24.8166 - output14_loss: 17.3734 - output15_loss: 27.1179 - output16_loss: 20.7410 - output17_loss: 21.4121 - output18_loss: 14.1325 - output19_loss: 10.0520 - output20_loss: 11.5671 - output21_loss: 29.3727 - output22_loss: 22.2346 - output23_loss: 15.3885 - output24_loss: 21.2982 - output25_loss: 27.7681 - output26_loss: 14.5435 - output27_loss: 28.3881 - output28_loss: 19.9215 - output29_loss: 25.6973 - output00_mean_squared_error: 12.3887 - output01_mean_squared_error: 13.0493 - output02_mean_squared_error: 21.1078 - output03_mean_squared_error: 32.0711 - output04_mean_squared_error: 25.1539 - output05_mean_squared_error: 18.3963 - output06_mean_squared_error: 19.0360 - output07_mean_squared_error: 21.3648 - output08_mean_squared_error: 14.0195 - output09_mean_squared_error: 19.0936 - output10_mean_squared_error: 19.0693 - output11_mean_squared_error: 20.7569 - output12_mean_squared_error: 16.5420 - output13_mean_squared_error: 24.8166 - output14_mean_squared_error: 17.3734 - output15_mean_squared_error: 27.1179 - output16_mean_squared_error: 20.7410 - output17_mean_squared_error: 21.4121 - output18_mean_squared_error: 14.1325 - output19_mean_squared_error: 10.0520 - output20_mean_squared_error: 11.5671 - output21_mean_squared_error: 29.3727 - output22_mean_squared_error: 22.2346 - output23_mean_squared_error: 15.3885 - output24_mean_squared_error: 21.2982 - output25_mean_squared_error: 27.7681 - output26_mean_squared_error: 14.5435 - output27_mean_squared_error: 28.3881 - output28_mean_squared_error: 19.9215 - output29_mean_squared_error: 25.6973 Epoch 1858/2000 121/121 [==============================] - 0s 1ms/step - loss: 603.8561 - output00_loss: 12.3887 - output01_loss: 13.0484 - output02_loss: 21.1070 - output03_loss: 32.0709 - output04_loss: 25.1521 - output05_loss: 18.3962 - output06_loss: 19.0342 - output07_loss: 21.3635 - output08_loss: 14.0193 - output09_loss: 19.0935 - output10_loss: 19.0693 - output11_loss: 20.7569 - output12_loss: 16.5419 - output13_loss: 24.8158 - output14_loss: 17.3726 - output15_loss: 27.1166 - output16_loss: 20.7410 - output17_loss: 21.4114 - output18_loss: 14.1324 - output19_loss: 10.0509 - output20_loss: 11.5661 - output21_loss: 29.3723 - output22_loss: 22.2346 - output23_loss: 15.3885 - output24_loss: 21.2980 - output25_loss: 27.7681 - output26_loss: 14.5435 - output27_loss: 28.3879 - output28_loss: 19.9200 - output29_loss: 25.6945 - output00_mean_squared_error: 12.3887 - output01_mean_squared_error: 13.0484 - output02_mean_squared_error: 21.1070 - output03_mean_squared_error: 32.0709 - output04_mean_squared_error: 25.1521 - output05_mean_squared_error: 18.3962 - output06_mean_squared_error: 19.0342 - output07_mean_squared_error: 21.3635 - output08_mean_squared_error: 14.0193 - output09_mean_squared_error: 19.0935 - output10_mean_squared_error: 19.0693 - output11_mean_squared_error: 20.7569 - output12_mean_squared_error: 16.5419 - output13_mean_squared_error: 24.8158 - output14_mean_squared_error: 17.3726 - output15_mean_squared_error: 27.1166 - output16_mean_squared_error: 20.7410 - output17_mean_squared_error: 21.4114 - output18_mean_squared_error: 14.1324 - output19_mean_squared_error: 10.0509 - output20_mean_squared_error: 11.5661 - output21_mean_squared_error: 29.3723 - output22_mean_squared_error: 22.2346 - output23_mean_squared_error: 15.3885 - output24_mean_squared_error: 21.2980 - output25_mean_squared_error: 27.7681 - output26_mean_squared_error: 14.5435 - output27_mean_squared_error: 28.3879 - output28_mean_squared_error: 19.9200 - output29_mean_squared_error: 25.6945 Epoch 1859/2000 121/121 [==============================] - 0s 1ms/step - loss: 603.8377 - output00_loss: 12.3887 - output01_loss: 13.0475 - output02_loss: 21.1061 - output03_loss: 32.0707 - output04_loss: 25.1503 - output05_loss: 18.3961 - output06_loss: 19.0325 - output07_loss: 21.3622 - output08_loss: 14.0191 - output09_loss: 19.0934 - output10_loss: 19.0693 - output11_loss: 20.7569 - output12_loss: 16.5418 - output13_loss: 24.8150 - output14_loss: 17.3717 - output15_loss: 27.1154 - output16_loss: 20.7410 - output17_loss: 21.4108 - output18_loss: 14.1324 - output19_loss: 10.0497 - output20_loss: 11.5651 - output21_loss: 29.3720 - output22_loss: 22.2345 - output23_loss: 15.3884 - output24_loss: 21.2978 - output25_loss: 27.7680 - output26_loss: 14.5435 - output27_loss: 28.3876 - output28_loss: 19.9184 - output29_loss: 25.6917 - output00_mean_squared_error: 12.3887 - output01_mean_squared_error: 13.0475 - output02_mean_squared_error: 21.1061 - output03_mean_squared_error: 32.0707 - output04_mean_squared_error: 25.1503 - output05_mean_squared_error: 18.3961 - output06_mean_squared_error: 19.0325 - output07_mean_squared_error: 21.3622 - output08_mean_squared_error: 14.0191 - output09_mean_squared_error: 19.0934 - output10_mean_squared_error: 19.0693 - output11_mean_squared_error: 20.7569 - output12_mean_squared_error: 16.5418 - output13_mean_squared_error: 24.8150 - output14_mean_squared_error: 17.3717 - output15_mean_squared_error: 27.1154 - output16_mean_squared_error: 20.7410 - output17_mean_squared_error: 21.4108 - output18_mean_squared_error: 14.1324 - output19_mean_squared_error: 10.0497 - output20_mean_squared_error: 11.5651 - output21_mean_squared_error: 29.3720 - output22_mean_squared_error: 22.2345 - output23_mean_squared_error: 15.3884 - output24_mean_squared_error: 21.2978 - output25_mean_squared_error: 27.7680 - output26_mean_squared_error: 14.5435 - output27_mean_squared_error: 28.3876 - output28_mean_squared_error: 19.9184 - output29_mean_squared_error: 25.6917 Epoch 1860/2000 121/121 [==============================] - 0s 938us/step - loss: 603.8193 - output00_loss: 12.3887 - output01_loss: 13.0466 - output02_loss: 21.1052 - output03_loss: 32.0705 - output04_loss: 25.1485 - output05_loss: 18.3961 - output06_loss: 19.0307 - output07_loss: 21.3609 - output08_loss: 14.0190 - output09_loss: 19.0934 - output10_loss: 19.0692 - output11_loss: 20.7569 - output12_loss: 16.5416 - output13_loss: 24.8142 - output14_loss: 17.3708 - output15_loss: 27.1141 - output16_loss: 20.7410 - output17_loss: 21.4101 - output18_loss: 14.1324 - output19_loss: 10.0485 - output20_loss: 11.5641 - output21_loss: 29.3716 - output22_loss: 22.2344 - output23_loss: 15.3884 - output24_loss: 21.2976 - output25_loss: 27.7680 - output26_loss: 14.5435 - output27_loss: 28.3874 - output28_loss: 19.9168 - output29_loss: 25.6889 - output00_mean_squared_error: 12.3887 - output01_mean_squared_error: 13.0466 - output02_mean_squared_error: 21.1052 - output03_mean_squared_error: 32.0705 - output04_mean_squared_error: 25.1485 - output05_mean_squared_error: 18.3961 - output06_mean_squared_error: 19.0307 - output07_mean_squared_error: 21.3609 - output08_mean_squared_error: 14.0190 - output09_mean_squared_error: 19.0934 - output10_mean_squared_error: 19.0692 - output11_mean_squared_error: 20.7569 - output12_mean_squared_error: 16.5416 - output13_mean_squared_error: 24.8142 - output14_mean_squared_error: 17.3708 - output15_mean_squared_error: 27.1141 - output16_mean_squared_error: 20.7410 - output17_mean_squared_error: 21.4101 - output18_mean_squared_error: 14.1324 - output19_mean_squared_error: 10.0485 - output20_mean_squared_error: 11.5641 - output21_mean_squared_error: 29.3716 - output22_mean_squared_error: 22.2344 - output23_mean_squared_error: 15.3884 - output24_mean_squared_error: 21.2976 - output25_mean_squared_error: 27.7680 - output26_mean_squared_error: 14.5435 - output27_mean_squared_error: 28.3874 - output28_mean_squared_error: 19.9168 - output29_mean_squared_error: 25.6889 Epoch 1861/2000 121/121 [==============================] - 0s 671us/step - loss: 603.8008 - output00_loss: 12.3887 - output01_loss: 13.0457 - output02_loss: 21.1044 - output03_loss: 32.0703 - output04_loss: 25.1466 - output05_loss: 18.3960 - output06_loss: 19.0290 - output07_loss: 21.3597 - output08_loss: 14.0188 - output09_loss: 19.0933 - output10_loss: 19.0692 - output11_loss: 20.7569 - output12_loss: 16.5415 - output13_loss: 24.8134 - output14_loss: 17.3700 - output15_loss: 27.1128 - output16_loss: 20.7410 - output17_loss: 21.4095 - output18_loss: 14.1324 - output19_loss: 10.0474 - output20_loss: 11.5630 - output21_loss: 29.3713 - output22_loss: 22.2344 - output23_loss: 15.3884 - output24_loss: 21.2974 - output25_loss: 27.7679 - output26_loss: 14.5435 - output27_loss: 28.3872 - output28_loss: 19.9152 - output29_loss: 25.6861 - output00_mean_squared_error: 12.3887 - output01_mean_squared_error: 13.0457 - output02_mean_squared_error: 21.1044 - output03_mean_squared_error: 32.0703 - output04_mean_squared_error: 25.1466 - output05_mean_squared_error: 18.3960 - output06_mean_squared_error: 19.0290 - output07_mean_squared_error: 21.3597 - output08_mean_squared_error: 14.0188 - output09_mean_squared_error: 19.0933 - output10_mean_squared_error: 19.0692 - output11_mean_squared_error: 20.7569 - output12_mean_squared_error: 16.5415 - output13_mean_squared_error: 24.8134 - output14_mean_squared_error: 17.3700 - output15_mean_squared_error: 27.1128 - output16_mean_squared_error: 20.7410 - output17_mean_squared_error: 21.4095 - output18_mean_squared_error: 14.1324 - output19_mean_squared_error: 10.0474 - output20_mean_squared_error: 11.5630 - output21_mean_squared_error: 29.3713 - output22_mean_squared_error: 22.2344 - output23_mean_squared_error: 15.3884 - output24_mean_squared_error: 21.2974 - output25_mean_squared_error: 27.7679 - output26_mean_squared_error: 14.5435 - output27_mean_squared_error: 28.3872 - output28_mean_squared_error: 19.9152 - output29_mean_squared_error: 25.6861 Epoch 1862/2000 121/121 [==============================] - 0s 1ms/step - loss: 603.7826 - output00_loss: 12.3887 - output01_loss: 13.0448 - output02_loss: 21.1035 - output03_loss: 32.0701 - output04_loss: 25.1448 - output05_loss: 18.3960 - output06_loss: 19.0273 - output07_loss: 21.3584 - output08_loss: 14.0186 - output09_loss: 19.0932 - output10_loss: 19.0692 - output11_loss: 20.7569 - output12_loss: 16.5413 - output13_loss: 24.8126 - output14_loss: 17.3691 - output15_loss: 27.1115 - output16_loss: 20.7410 - output17_loss: 21.4088 - output18_loss: 14.1324 - output19_loss: 10.0462 - output20_loss: 11.5620 - output21_loss: 29.3709 - output22_loss: 22.2343 - output23_loss: 15.3884 - output24_loss: 21.2972 - output25_loss: 27.7679 - output26_loss: 14.5435 - output27_loss: 28.3869 - output28_loss: 19.9136 - output29_loss: 25.6833 - output00_mean_squared_error: 12.3887 - output01_mean_squared_error: 13.0448 - output02_mean_squared_error: 21.1035 - output03_mean_squared_error: 32.0701 - output04_mean_squared_error: 25.1448 - output05_mean_squared_error: 18.3960 - output06_mean_squared_error: 19.0273 - output07_mean_squared_error: 21.3584 - output08_mean_squared_error: 14.0186 - output09_mean_squared_error: 19.0932 - output10_mean_squared_error: 19.0692 - output11_mean_squared_error: 20.7569 - output12_mean_squared_error: 16.5413 - output13_mean_squared_error: 24.8126 - output14_mean_squared_error: 17.3691 - output15_mean_squared_error: 27.1115 - output16_mean_squared_error: 20.7410 - output17_mean_squared_error: 21.4088 - output18_mean_squared_error: 14.1324 - output19_mean_squared_error: 10.0462 - output20_mean_squared_error: 11.5620 - output21_mean_squared_error: 29.3709 - output22_mean_squared_error: 22.2343 - output23_mean_squared_error: 15.3884 - output24_mean_squared_error: 21.2972 - output25_mean_squared_error: 27.7679 - output26_mean_squared_error: 14.5435 - output27_mean_squared_error: 28.3869 - output28_mean_squared_error: 19.9136 - output29_mean_squared_error: 25.6833 Epoch 1863/2000 121/121 [==============================] - 0s 1ms/step - loss: 603.7642 - output00_loss: 12.3887 - output01_loss: 13.0438 - output02_loss: 21.1027 - output03_loss: 32.0699 - output04_loss: 25.1430 - output05_loss: 18.3959 - output06_loss: 19.0255 - output07_loss: 21.3572 - output08_loss: 14.0184 - output09_loss: 19.0931 - output10_loss: 19.0691 - output11_loss: 20.7569 - output12_loss: 16.5412 - output13_loss: 24.8118 - output14_loss: 17.3682 - output15_loss: 27.1103 - output16_loss: 20.7410 - output17_loss: 21.4082 - output18_loss: 14.1324 - output19_loss: 10.0451 - output20_loss: 11.5610 - output21_loss: 29.3706 - output22_loss: 22.2342 - output23_loss: 15.3884 - output24_loss: 21.2971 - output25_loss: 27.7679 - output26_loss: 14.5435 - output27_loss: 28.3867 - output28_loss: 19.9120 - output29_loss: 25.6805 - output00_mean_squared_error: 12.3887 - output01_mean_squared_error: 13.0438 - output02_mean_squared_error: 21.1027 - output03_mean_squared_error: 32.0699 - output04_mean_squared_error: 25.1430 - output05_mean_squared_error: 18.3959 - output06_mean_squared_error: 19.0255 - output07_mean_squared_error: 21.3572 - output08_mean_squared_error: 14.0184 - output09_mean_squared_error: 19.0931 - output10_mean_squared_error: 19.0691 - output11_mean_squared_error: 20.7569 - output12_mean_squared_error: 16.5412 - output13_mean_squared_error: 24.8118 - output14_mean_squared_error: 17.3682 - output15_mean_squared_error: 27.1103 - output16_mean_squared_error: 20.7410 - output17_mean_squared_error: 21.4082 - output18_mean_squared_error: 14.1324 - output19_mean_squared_error: 10.0451 - output20_mean_squared_error: 11.5610 - output21_mean_squared_error: 29.3706 - output22_mean_squared_error: 22.2342 - output23_mean_squared_error: 15.3884 - output24_mean_squared_error: 21.2971 - output25_mean_squared_error: 27.7679 - output26_mean_squared_error: 14.5435 - output27_mean_squared_error: 28.3867 - output28_mean_squared_error: 19.9120 - output29_mean_squared_error: 25.6805 Epoch 1864/2000 121/121 [==============================] - 0s 452us/step - loss: 603.7460 - output00_loss: 12.3887 - output01_loss: 13.0429 - output02_loss: 21.1018 - output03_loss: 32.0697 - output04_loss: 25.1412 - output05_loss: 18.3958 - output06_loss: 19.0238 - output07_loss: 21.3559 - output08_loss: 14.0182 - output09_loss: 19.0930 - output10_loss: 19.0691 - output11_loss: 20.7569 - output12_loss: 16.5411 - output13_loss: 24.8110 - output14_loss: 17.3674 - output15_loss: 27.1090 - output16_loss: 20.7410 - output17_loss: 21.4075 - output18_loss: 14.1324 - output19_loss: 10.0439 - output20_loss: 11.5600 - output21_loss: 29.3703 - output22_loss: 22.2342 - output23_loss: 15.3884 - output24_loss: 21.2969 - output25_loss: 27.7678 - output26_loss: 14.5434 - output27_loss: 28.3864 - output28_loss: 19.9105 - output29_loss: 25.6777 - output00_mean_squared_error: 12.3887 - output01_mean_squared_error: 13.0429 - output02_mean_squared_error: 21.1018 - output03_mean_squared_error: 32.0697 - output04_mean_squared_error: 25.1412 - output05_mean_squared_error: 18.3958 - output06_mean_squared_error: 19.0238 - output07_mean_squared_error: 21.3559 - output08_mean_squared_error: 14.0182 - output09_mean_squared_error: 19.0930 - output10_mean_squared_error: 19.0691 - output11_mean_squared_error: 20.7569 - output12_mean_squared_error: 16.5411 - output13_mean_squared_error: 24.8110 - output14_mean_squared_error: 17.3674 - output15_mean_squared_error: 27.1090 - output16_mean_squared_error: 20.7410 - output17_mean_squared_error: 21.4075 - output18_mean_squared_error: 14.1324 - output19_mean_squared_error: 10.0439 - output20_mean_squared_error: 11.5600 - output21_mean_squared_error: 29.3703 - output22_mean_squared_error: 22.2342 - output23_mean_squared_error: 15.3884 - output24_mean_squared_error: 21.2969 - output25_mean_squared_error: 27.7678 - output26_mean_squared_error: 14.5434 - output27_mean_squared_error: 28.3864 - output28_mean_squared_error: 19.9105 - output29_mean_squared_error: 25.6777 Epoch 1865/2000 121/121 [==============================] - 0s 695us/step - loss: 603.7278 - output00_loss: 12.3887 - output01_loss: 13.0420 - output02_loss: 21.1010 - output03_loss: 32.0695 - output04_loss: 25.1394 - output05_loss: 18.3958 - output06_loss: 19.0221 - output07_loss: 21.3546 - output08_loss: 14.0180 - output09_loss: 19.0930 - output10_loss: 19.0691 - output11_loss: 20.7569 - output12_loss: 16.5409 - output13_loss: 24.8102 - output14_loss: 17.3665 - output15_loss: 27.1077 - output16_loss: 20.7410 - output17_loss: 21.4069 - output18_loss: 14.1324 - output19_loss: 10.0428 - output20_loss: 11.5590 - output21_loss: 29.3699 - output22_loss: 22.2341 - output23_loss: 15.3884 - output24_loss: 21.2967 - output25_loss: 27.7678 - output26_loss: 14.5434 - output27_loss: 28.3862 - output28_loss: 19.9089 - output29_loss: 25.6749 - output00_mean_squared_error: 12.3887 - output01_mean_squared_error: 13.0420 - output02_mean_squared_error: 21.1010 - output03_mean_squared_error: 32.0695 - output04_mean_squared_error: 25.1394 - output05_mean_squared_error: 18.3958 - output06_mean_squared_error: 19.0221 - output07_mean_squared_error: 21.3546 - output08_mean_squared_error: 14.0180 - output09_mean_squared_error: 19.0930 - output10_mean_squared_error: 19.0691 - output11_mean_squared_error: 20.7569 - output12_mean_squared_error: 16.5409 - output13_mean_squared_error: 24.8102 - output14_mean_squared_error: 17.3665 - output15_mean_squared_error: 27.1077 - output16_mean_squared_error: 20.7410 - output17_mean_squared_error: 21.4069 - output18_mean_squared_error: 14.1324 - output19_mean_squared_error: 10.0428 - output20_mean_squared_error: 11.5590 - output21_mean_squared_error: 29.3699 - output22_mean_squared_error: 22.2341 - output23_mean_squared_error: 15.3884 - output24_mean_squared_error: 21.2967 - output25_mean_squared_error: 27.7678 - output26_mean_squared_error: 14.5434 - output27_mean_squared_error: 28.3862 - output28_mean_squared_error: 19.9089 - output29_mean_squared_error: 25.6749 Epoch 1866/2000 121/121 [==============================] - 0s 453us/step - loss: 603.7096 - output00_loss: 12.3887 - output01_loss: 13.0411 - output02_loss: 21.1001 - output03_loss: 32.0693 - output04_loss: 25.1376 - output05_loss: 18.3957 - output06_loss: 19.0203 - output07_loss: 21.3534 - output08_loss: 14.0179 - output09_loss: 19.0929 - output10_loss: 19.0690 - output11_loss: 20.7569 - output12_loss: 16.5408 - output13_loss: 24.8094 - output14_loss: 17.3657 - output15_loss: 27.1065 - output16_loss: 20.7410 - output17_loss: 21.4062 - output18_loss: 14.1324 - output19_loss: 10.0416 - output20_loss: 11.5580 - output21_loss: 29.3696 - output22_loss: 22.2340 - output23_loss: 15.3884 - output24_loss: 21.2965 - output25_loss: 27.7677 - output26_loss: 14.5434 - output27_loss: 28.3860 - output28_loss: 19.9073 - output29_loss: 25.6721 - output00_mean_squared_error: 12.3887 - output01_mean_squared_error: 13.0411 - output02_mean_squared_error: 21.1001 - output03_mean_squared_error: 32.0693 - output04_mean_squared_error: 25.1376 - output05_mean_squared_error: 18.3957 - output06_mean_squared_error: 19.0203 - output07_mean_squared_error: 21.3534 - output08_mean_squared_error: 14.0179 - output09_mean_squared_error: 19.0929 - output10_mean_squared_error: 19.0690 - output11_mean_squared_error: 20.7569 - output12_mean_squared_error: 16.5408 - output13_mean_squared_error: 24.8094 - output14_mean_squared_error: 17.3657 - output15_mean_squared_error: 27.1065 - output16_mean_squared_error: 20.7410 - output17_mean_squared_error: 21.4062 - output18_mean_squared_error: 14.1324 - output19_mean_squared_error: 10.0416 - output20_mean_squared_error: 11.5580 - output21_mean_squared_error: 29.3696 - output22_mean_squared_error: 22.2340 - output23_mean_squared_error: 15.3884 - output24_mean_squared_error: 21.2965 - output25_mean_squared_error: 27.7677 - output26_mean_squared_error: 14.5434 - output27_mean_squared_error: 28.3860 - output28_mean_squared_error: 19.9073 - output29_mean_squared_error: 25.6721 Epoch 1867/2000 121/121 [==============================] - 0s 565us/step - loss: 603.6914 - output00_loss: 12.3887 - output01_loss: 13.0402 - output02_loss: 21.0993 - output03_loss: 32.0692 - output04_loss: 25.1358 - output05_loss: 18.3957 - output06_loss: 19.0186 - output07_loss: 21.3521 - output08_loss: 14.0177 - output09_loss: 19.0928 - output10_loss: 19.0690 - output11_loss: 20.7569 - output12_loss: 16.5406 - output13_loss: 24.8086 - output14_loss: 17.3648 - output15_loss: 27.1052 - output16_loss: 20.7410 - output17_loss: 21.4056 - output18_loss: 14.1324 - output19_loss: 10.0405 - output20_loss: 11.5570 - output21_loss: 29.3692 - output22_loss: 22.2340 - output23_loss: 15.3884 - output24_loss: 21.2963 - output25_loss: 27.7677 - output26_loss: 14.5434 - output27_loss: 28.3857 - output28_loss: 19.9057 - output29_loss: 25.6694 - output00_mean_squared_error: 12.3887 - output01_mean_squared_error: 13.0402 - output02_mean_squared_error: 21.0993 - output03_mean_squared_error: 32.0692 - output04_mean_squared_error: 25.1358 - output05_mean_squared_error: 18.3957 - output06_mean_squared_error: 19.0186 - output07_mean_squared_error: 21.3521 - output08_mean_squared_error: 14.0177 - output09_mean_squared_error: 19.0928 - output10_mean_squared_error: 19.0690 - output11_mean_squared_error: 20.7569 - output12_mean_squared_error: 16.5406 - output13_mean_squared_error: 24.8086 - output14_mean_squared_error: 17.3648 - output15_mean_squared_error: 27.1052 - output16_mean_squared_error: 20.7410 - output17_mean_squared_error: 21.4056 - output18_mean_squared_error: 14.1324 - output19_mean_squared_error: 10.0405 - output20_mean_squared_error: 11.5570 - output21_mean_squared_error: 29.3692 - output22_mean_squared_error: 22.2340 - output23_mean_squared_error: 15.3884 - output24_mean_squared_error: 21.2963 - output25_mean_squared_error: 27.7677 - output26_mean_squared_error: 14.5434 - output27_mean_squared_error: 28.3857 - output28_mean_squared_error: 19.9057 - output29_mean_squared_error: 25.6694 Epoch 1868/2000 121/121 [==============================] - 0s 650us/step - loss: 603.6732 - output00_loss: 12.3887 - output01_loss: 13.0393 - output02_loss: 21.0984 - output03_loss: 32.0690 - output04_loss: 25.1340 - output05_loss: 18.3956 - output06_loss: 19.0169 - output07_loss: 21.3509 - output08_loss: 14.0175 - output09_loss: 19.0927 - output10_loss: 19.0690 - output11_loss: 20.7569 - output12_loss: 16.5405 - output13_loss: 24.8078 - output14_loss: 17.3640 - output15_loss: 27.1039 - output16_loss: 20.7410 - output17_loss: 21.4050 - output18_loss: 14.1324 - output19_loss: 10.0393 - output20_loss: 11.5560 - output21_loss: 29.3689 - output22_loss: 22.2339 - output23_loss: 15.3884 - output24_loss: 21.2962 - output25_loss: 27.7676 - output26_loss: 14.5434 - output27_loss: 28.3855 - output28_loss: 19.9042 - output29_loss: 25.6666 - output00_mean_squared_error: 12.3887 - output01_mean_squared_error: 13.0393 - output02_mean_squared_error: 21.0984 - output03_mean_squared_error: 32.0690 - output04_mean_squared_error: 25.1340 - output05_mean_squared_error: 18.3956 - output06_mean_squared_error: 19.0169 - output07_mean_squared_error: 21.3509 - output08_mean_squared_error: 14.0175 - output09_mean_squared_error: 19.0927 - output10_mean_squared_error: 19.0690 - output11_mean_squared_error: 20.7569 - output12_mean_squared_error: 16.5405 - output13_mean_squared_error: 24.8078 - output14_mean_squared_error: 17.3640 - output15_mean_squared_error: 27.1039 - output16_mean_squared_error: 20.7410 - output17_mean_squared_error: 21.4050 - output18_mean_squared_error: 14.1324 - output19_mean_squared_error: 10.0393 - output20_mean_squared_error: 11.5560 - output21_mean_squared_error: 29.3689 - output22_mean_squared_error: 22.2339 - output23_mean_squared_error: 15.3884 - output24_mean_squared_error: 21.2962 - output25_mean_squared_error: 27.7676 - output26_mean_squared_error: 14.5434 - output27_mean_squared_error: 28.3855 - output28_mean_squared_error: 19.9042 - output29_mean_squared_error: 25.6666 Epoch 1869/2000 121/121 [==============================] - 0s 1ms/step - loss: 603.6550 - output00_loss: 12.3887 - output01_loss: 13.0384 - output02_loss: 21.0976 - output03_loss: 32.0688 - output04_loss: 25.1322 - output05_loss: 18.3955 - output06_loss: 19.0152 - output07_loss: 21.3496 - output08_loss: 14.0173 - output09_loss: 19.0927 - output10_loss: 19.0690 - output11_loss: 20.7569 - output12_loss: 16.5404 - output13_loss: 24.8071 - output14_loss: 17.3631 - output15_loss: 27.1027 - output16_loss: 20.7410 - output17_loss: 21.4043 - output18_loss: 14.1323 - output19_loss: 10.0382 - output20_loss: 11.5550 - output21_loss: 29.3686 - output22_loss: 22.2338 - output23_loss: 15.3884 - output24_loss: 21.2960 - output25_loss: 27.7676 - output26_loss: 14.5434 - output27_loss: 28.3853 - output28_loss: 19.9026 - output29_loss: 25.6638 - output00_mean_squared_error: 12.3887 - output01_mean_squared_error: 13.0384 - output02_mean_squared_error: 21.0976 - output03_mean_squared_error: 32.0688 - output04_mean_squared_error: 25.1322 - output05_mean_squared_error: 18.3955 - output06_mean_squared_error: 19.0152 - output07_mean_squared_error: 21.3496 - output08_mean_squared_error: 14.0173 - output09_mean_squared_error: 19.0927 - output10_mean_squared_error: 19.0690 - output11_mean_squared_error: 20.7569 - output12_mean_squared_error: 16.5404 - output13_mean_squared_error: 24.8071 - output14_mean_squared_error: 17.3631 - output15_mean_squared_error: 27.1027 - output16_mean_squared_error: 20.7410 - output17_mean_squared_error: 21.4043 - output18_mean_squared_error: 14.1323 - output19_mean_squared_error: 10.0382 - output20_mean_squared_error: 11.5550 - output21_mean_squared_error: 29.3686 - output22_mean_squared_error: 22.2338 - output23_mean_squared_error: 15.3884 - output24_mean_squared_error: 21.2960 - output25_mean_squared_error: 27.7676 - output26_mean_squared_error: 14.5434 - output27_mean_squared_error: 28.3853 - output28_mean_squared_error: 19.9026 - output29_mean_squared_error: 25.6638 Epoch 1870/2000 121/121 [==============================] - 0s 1ms/step - loss: 603.6371 - output00_loss: 12.3887 - output01_loss: 13.0375 - output02_loss: 21.0967 - output03_loss: 32.0686 - output04_loss: 25.1304 - output05_loss: 18.3955 - output06_loss: 19.0134 - output07_loss: 21.3484 - output08_loss: 14.0171 - output09_loss: 19.0926 - output10_loss: 19.0689 - output11_loss: 20.7569 - output12_loss: 16.5402 - output13_loss: 24.8063 - output14_loss: 17.3623 - output15_loss: 27.1014 - output16_loss: 20.7410 - output17_loss: 21.4037 - output18_loss: 14.1323 - output19_loss: 10.0370 - output20_loss: 11.5540 - output21_loss: 29.3682 - output22_loss: 22.2338 - output23_loss: 15.3884 - output24_loss: 21.2958 - output25_loss: 27.7675 - output26_loss: 14.5434 - output27_loss: 28.3850 - output28_loss: 19.9010 - output29_loss: 25.6610 - output00_mean_squared_error: 12.3887 - output01_mean_squared_error: 13.0375 - output02_mean_squared_error: 21.0967 - output03_mean_squared_error: 32.0686 - output04_mean_squared_error: 25.1304 - output05_mean_squared_error: 18.3955 - output06_mean_squared_error: 19.0134 - output07_mean_squared_error: 21.3484 - output08_mean_squared_error: 14.0171 - output09_mean_squared_error: 19.0926 - output10_mean_squared_error: 19.0689 - output11_mean_squared_error: 20.7569 - output12_mean_squared_error: 16.5402 - output13_mean_squared_error: 24.8063 - output14_mean_squared_error: 17.3623 - output15_mean_squared_error: 27.1014 - output16_mean_squared_error: 20.7410 - output17_mean_squared_error: 21.4037 - output18_mean_squared_error: 14.1323 - output19_mean_squared_error: 10.0370 - output20_mean_squared_error: 11.5540 - output21_mean_squared_error: 29.3682 - output22_mean_squared_error: 22.2338 - output23_mean_squared_error: 15.3884 - output24_mean_squared_error: 21.2958 - output25_mean_squared_error: 27.7675 - output26_mean_squared_error: 14.5434 - output27_mean_squared_error: 28.3850 - output28_mean_squared_error: 19.9010 - output29_mean_squared_error: 25.6610 Epoch 1871/2000 121/121 [==============================] - 0s 941us/step - loss: 603.6191 - output00_loss: 12.3887 - output01_loss: 13.0366 - output02_loss: 21.0959 - output03_loss: 32.0684 - output04_loss: 25.1286 - output05_loss: 18.3954 - output06_loss: 19.0117 - output07_loss: 21.3472 - output08_loss: 14.0170 - output09_loss: 19.0925 - output10_loss: 19.0689 - output11_loss: 20.7569 - output12_loss: 16.5401 - output13_loss: 24.8055 - output14_loss: 17.3614 - output15_loss: 27.1002 - output16_loss: 20.7410 - output17_loss: 21.4031 - output18_loss: 14.1323 - output19_loss: 10.0359 - output20_loss: 11.5530 - output21_loss: 29.3679 - output22_loss: 22.2337 - output23_loss: 15.3883 - output24_loss: 21.2956 - output25_loss: 27.7675 - output26_loss: 14.5434 - output27_loss: 28.3848 - output28_loss: 19.8995 - output29_loss: 25.6583 - output00_mean_squared_error: 12.3887 - output01_mean_squared_error: 13.0366 - output02_mean_squared_error: 21.0959 - output03_mean_squared_error: 32.0684 - output04_mean_squared_error: 25.1286 - output05_mean_squared_error: 18.3954 - output06_mean_squared_error: 19.0117 - output07_mean_squared_error: 21.3472 - output08_mean_squared_error: 14.0170 - output09_mean_squared_error: 19.0925 - output10_mean_squared_error: 19.0689 - output11_mean_squared_error: 20.7569 - output12_mean_squared_error: 16.5401 - output13_mean_squared_error: 24.8055 - output14_mean_squared_error: 17.3614 - output15_mean_squared_error: 27.1002 - output16_mean_squared_error: 20.7410 - output17_mean_squared_error: 21.4031 - output18_mean_squared_error: 14.1323 - output19_mean_squared_error: 10.0359 - output20_mean_squared_error: 11.5530 - output21_mean_squared_error: 29.3679 - output22_mean_squared_error: 22.2337 - output23_mean_squared_error: 15.3883 - output24_mean_squared_error: 21.2956 - output25_mean_squared_error: 27.7675 - output26_mean_squared_error: 14.5434 - output27_mean_squared_error: 28.3848 - output28_mean_squared_error: 19.8995 - output29_mean_squared_error: 25.6583 Epoch 1872/2000 121/121 [==============================] - 0s 1ms/step - loss: 603.6011 - output00_loss: 12.3887 - output01_loss: 13.0357 - output02_loss: 21.0950 - output03_loss: 32.0682 - output04_loss: 25.1268 - output05_loss: 18.3954 - output06_loss: 19.0100 - output07_loss: 21.3459 - output08_loss: 14.0168 - output09_loss: 19.0924 - output10_loss: 19.0689 - output11_loss: 20.7568 - output12_loss: 16.5400 - output13_loss: 24.8047 - output14_loss: 17.3606 - output15_loss: 27.0989 - output16_loss: 20.7410 - output17_loss: 21.4024 - output18_loss: 14.1323 - output19_loss: 10.0347 - output20_loss: 11.5520 - output21_loss: 29.3676 - output22_loss: 22.2336 - output23_loss: 15.3883 - output24_loss: 21.2955 - output25_loss: 27.7674 - output26_loss: 14.5434 - output27_loss: 28.3846 - output28_loss: 19.8979 - output29_loss: 25.6555 - output00_mean_squared_error: 12.3887 - output01_mean_squared_error: 13.0357 - output02_mean_squared_error: 21.0950 - output03_mean_squared_error: 32.0682 - output04_mean_squared_error: 25.1268 - output05_mean_squared_error: 18.3954 - output06_mean_squared_error: 19.0100 - output07_mean_squared_error: 21.3459 - output08_mean_squared_error: 14.0168 - output09_mean_squared_error: 19.0924 - output10_mean_squared_error: 19.0689 - output11_mean_squared_error: 20.7568 - output12_mean_squared_error: 16.5400 - output13_mean_squared_error: 24.8047 - output14_mean_squared_error: 17.3606 - output15_mean_squared_error: 27.0989 - output16_mean_squared_error: 20.7410 - output17_mean_squared_error: 21.4024 - output18_mean_squared_error: 14.1323 - output19_mean_squared_error: 10.0347 - output20_mean_squared_error: 11.5520 - output21_mean_squared_error: 29.3676 - output22_mean_squared_error: 22.2336 - output23_mean_squared_error: 15.3883 - output24_mean_squared_error: 21.2955 - output25_mean_squared_error: 27.7674 - output26_mean_squared_error: 14.5434 - output27_mean_squared_error: 28.3846 - output28_mean_squared_error: 19.8979 - output29_mean_squared_error: 25.6555 Epoch 1873/2000 121/121 [==============================] - 0s 1ms/step - loss: 603.5831 - output00_loss: 12.3887 - output01_loss: 13.0348 - output02_loss: 21.0942 - output03_loss: 32.0680 - output04_loss: 25.1250 - output05_loss: 18.3953 - output06_loss: 19.0083 - output07_loss: 21.3447 - output08_loss: 14.0166 - output09_loss: 19.0924 - output10_loss: 19.0688 - output11_loss: 20.7568 - output12_loss: 16.5398 - output13_loss: 24.8039 - output14_loss: 17.3598 - output15_loss: 27.0977 - output16_loss: 20.7410 - output17_loss: 21.4018 - output18_loss: 14.1323 - output19_loss: 10.0336 - output20_loss: 11.5510 - output21_loss: 29.3672 - output22_loss: 22.2336 - output23_loss: 15.3883 - output24_loss: 21.2953 - output25_loss: 27.7674 - output26_loss: 14.5434 - output27_loss: 28.3844 - output28_loss: 19.8964 - output29_loss: 25.6528 - output00_mean_squared_error: 12.3887 - output01_mean_squared_error: 13.0348 - output02_mean_squared_error: 21.0942 - output03_mean_squared_error: 32.0680 - output04_mean_squared_error: 25.1250 - output05_mean_squared_error: 18.3953 - output06_mean_squared_error: 19.0083 - output07_mean_squared_error: 21.3447 - output08_mean_squared_error: 14.0166 - output09_mean_squared_error: 19.0924 - output10_mean_squared_error: 19.0688 - output11_mean_squared_error: 20.7568 - output12_mean_squared_error: 16.5398 - output13_mean_squared_error: 24.8039 - output14_mean_squared_error: 17.3598 - output15_mean_squared_error: 27.0977 - output16_mean_squared_error: 20.7410 - output17_mean_squared_error: 21.4018 - output18_mean_squared_error: 14.1323 - output19_mean_squared_error: 10.0336 - output20_mean_squared_error: 11.5510 - output21_mean_squared_error: 29.3672 - output22_mean_squared_error: 22.2336 - output23_mean_squared_error: 15.3883 - output24_mean_squared_error: 21.2953 - output25_mean_squared_error: 27.7674 - output26_mean_squared_error: 14.5434 - output27_mean_squared_error: 28.3844 - output28_mean_squared_error: 19.8964 - output29_mean_squared_error: 25.6528 Epoch 1874/2000 121/121 [==============================] - 0s 1ms/step - loss: 603.5651 - output00_loss: 12.3887 - output01_loss: 13.0339 - output02_loss: 21.0933 - output03_loss: 32.0678 - output04_loss: 25.1232 - output05_loss: 18.3953 - output06_loss: 19.0066 - output07_loss: 21.3435 - output08_loss: 14.0164 - output09_loss: 19.0923 - output10_loss: 19.0688 - output11_loss: 20.7568 - output12_loss: 16.5397 - output13_loss: 24.8031 - output14_loss: 17.3589 - output15_loss: 27.0964 - output16_loss: 20.7409 - output17_loss: 21.4012 - output18_loss: 14.1323 - output19_loss: 10.0324 - output20_loss: 11.5500 - output21_loss: 29.3669 - output22_loss: 22.2335 - output23_loss: 15.3883 - output24_loss: 21.2951 - output25_loss: 27.7674 - output26_loss: 14.5434 - output27_loss: 28.3841 - output28_loss: 19.8948 - output29_loss: 25.6500 - output00_mean_squared_error: 12.3887 - output01_mean_squared_error: 13.0339 - output02_mean_squared_error: 21.0933 - output03_mean_squared_error: 32.0678 - output04_mean_squared_error: 25.1232 - output05_mean_squared_error: 18.3953 - output06_mean_squared_error: 19.0066 - output07_mean_squared_error: 21.3435 - output08_mean_squared_error: 14.0164 - output09_mean_squared_error: 19.0923 - output10_mean_squared_error: 19.0688 - output11_mean_squared_error: 20.7568 - output12_mean_squared_error: 16.5397 - output13_mean_squared_error: 24.8031 - output14_mean_squared_error: 17.3589 - output15_mean_squared_error: 27.0964 - output16_mean_squared_error: 20.7409 - output17_mean_squared_error: 21.4012 - output18_mean_squared_error: 14.1323 - output19_mean_squared_error: 10.0324 - output20_mean_squared_error: 11.5500 - output21_mean_squared_error: 29.3669 - output22_mean_squared_error: 22.2335 - output23_mean_squared_error: 15.3883 - output24_mean_squared_error: 21.2951 - output25_mean_squared_error: 27.7674 - output26_mean_squared_error: 14.5434 - output27_mean_squared_error: 28.3841 - output28_mean_squared_error: 19.8948 - output29_mean_squared_error: 25.6500 Epoch 1875/2000 121/121 [==============================] - 0s 961us/step - loss: 603.5472 - output00_loss: 12.3887 - output01_loss: 13.0330 - output02_loss: 21.0925 - output03_loss: 32.0676 - output04_loss: 25.1214 - output05_loss: 18.3952 - output06_loss: 19.0049 - output07_loss: 21.3422 - output08_loss: 14.0163 - output09_loss: 19.0922 - output10_loss: 19.0688 - output11_loss: 20.7568 - output12_loss: 16.5396 - output13_loss: 24.8024 - output14_loss: 17.3581 - output15_loss: 27.0952 - output16_loss: 20.7409 - output17_loss: 21.4005 - output18_loss: 14.1323 - output19_loss: 10.0313 - output20_loss: 11.5490 - output21_loss: 29.3666 - output22_loss: 22.2334 - output23_loss: 15.3883 - output24_loss: 21.2949 - output25_loss: 27.7673 - output26_loss: 14.5434 - output27_loss: 28.3839 - output28_loss: 19.8933 - output29_loss: 25.6473 - output00_mean_squared_error: 12.3887 - output01_mean_squared_error: 13.0330 - output02_mean_squared_error: 21.0925 - output03_mean_squared_error: 32.0676 - output04_mean_squared_error: 25.1214 - output05_mean_squared_error: 18.3952 - output06_mean_squared_error: 19.0049 - output07_mean_squared_error: 21.3422 - output08_mean_squared_error: 14.0163 - output09_mean_squared_error: 19.0922 - output10_mean_squared_error: 19.0688 - output11_mean_squared_error: 20.7568 - output12_mean_squared_error: 16.5396 - output13_mean_squared_error: 24.8024 - output14_mean_squared_error: 17.3581 - output15_mean_squared_error: 27.0952 - output16_mean_squared_error: 20.7409 - output17_mean_squared_error: 21.4005 - output18_mean_squared_error: 14.1323 - output19_mean_squared_error: 10.0313 - output20_mean_squared_error: 11.5490 - output21_mean_squared_error: 29.3666 - output22_mean_squared_error: 22.2334 - output23_mean_squared_error: 15.3883 - output24_mean_squared_error: 21.2949 - output25_mean_squared_error: 27.7673 - output26_mean_squared_error: 14.5434 - output27_mean_squared_error: 28.3839 - output28_mean_squared_error: 19.8933 - output29_mean_squared_error: 25.6473 Epoch 1876/2000 121/121 [==============================] - 0s 1ms/step - loss: 603.5294 - output00_loss: 12.3887 - output01_loss: 13.0321 - output02_loss: 21.0917 - output03_loss: 32.0675 - output04_loss: 25.1196 - output05_loss: 18.3951 - output06_loss: 19.0032 - output07_loss: 21.3410 - output08_loss: 14.0161 - output09_loss: 19.0921 - output10_loss: 19.0688 - output11_loss: 20.7568 - output12_loss: 16.5394 - output13_loss: 24.8016 - output14_loss: 17.3572 - output15_loss: 27.0939 - output16_loss: 20.7409 - output17_loss: 21.3999 - output18_loss: 14.1323 - output19_loss: 10.0302 - output20_loss: 11.5480 - output21_loss: 29.3662 - output22_loss: 22.2334 - output23_loss: 15.3883 - output24_loss: 21.2948 - output25_loss: 27.7673 - output26_loss: 14.5434 - output27_loss: 28.3837 - output28_loss: 19.8917 - output29_loss: 25.6445 - output00_mean_squared_error: 12.3887 - output01_mean_squared_error: 13.0321 - output02_mean_squared_error: 21.0917 - output03_mean_squared_error: 32.0675 - output04_mean_squared_error: 25.1196 - output05_mean_squared_error: 18.3951 - output06_mean_squared_error: 19.0032 - output07_mean_squared_error: 21.3410 - output08_mean_squared_error: 14.0161 - output09_mean_squared_error: 19.0921 - output10_mean_squared_error: 19.0688 - output11_mean_squared_error: 20.7568 - output12_mean_squared_error: 16.5394 - output13_mean_squared_error: 24.8016 - output14_mean_squared_error: 17.3572 - output15_mean_squared_error: 27.0939 - output16_mean_squared_error: 20.7409 - output17_mean_squared_error: 21.3999 - output18_mean_squared_error: 14.1323 - output19_mean_squared_error: 10.0302 - output20_mean_squared_error: 11.5480 - output21_mean_squared_error: 29.3662 - output22_mean_squared_error: 22.2334 - output23_mean_squared_error: 15.3883 - output24_mean_squared_error: 21.2948 - output25_mean_squared_error: 27.7673 - output26_mean_squared_error: 14.5434 - output27_mean_squared_error: 28.3837 - output28_mean_squared_error: 19.8917 - output29_mean_squared_error: 25.6445 Epoch 1877/2000 121/121 [==============================] - 0s 1ms/step - loss: 603.5115 - output00_loss: 12.3887 - output01_loss: 13.0312 - output02_loss: 21.0908 - output03_loss: 32.0673 - output04_loss: 25.1178 - output05_loss: 18.3951 - output06_loss: 19.0015 - output07_loss: 21.3398 - output08_loss: 14.0159 - output09_loss: 19.0921 - output10_loss: 19.0687 - output11_loss: 20.7568 - output12_loss: 16.5393 - output13_loss: 24.8008 - output14_loss: 17.3564 - output15_loss: 27.0927 - output16_loss: 20.7409 - output17_loss: 21.3993 - output18_loss: 14.1323 - output19_loss: 10.0290 - output20_loss: 11.5471 - output21_loss: 29.3659 - output22_loss: 22.2333 - output23_loss: 15.3883 - output24_loss: 21.2946 - output25_loss: 27.7672 - output26_loss: 14.5434 - output27_loss: 28.3834 - output28_loss: 19.8902 - output29_loss: 25.6418 - output00_mean_squared_error: 12.3887 - output01_mean_squared_error: 13.0312 - output02_mean_squared_error: 21.0908 - output03_mean_squared_error: 32.0673 - output04_mean_squared_error: 25.1178 - output05_mean_squared_error: 18.3951 - output06_mean_squared_error: 19.0015 - output07_mean_squared_error: 21.3398 - output08_mean_squared_error: 14.0159 - output09_mean_squared_error: 19.0921 - output10_mean_squared_error: 19.0687 - output11_mean_squared_error: 20.7568 - output12_mean_squared_error: 16.5393 - output13_mean_squared_error: 24.8008 - output14_mean_squared_error: 17.3564 - output15_mean_squared_error: 27.0927 - output16_mean_squared_error: 20.7409 - output17_mean_squared_error: 21.3993 - output18_mean_squared_error: 14.1323 - output19_mean_squared_error: 10.0290 - output20_mean_squared_error: 11.5471 - output21_mean_squared_error: 29.3659 - output22_mean_squared_error: 22.2333 - output23_mean_squared_error: 15.3883 - output24_mean_squared_error: 21.2946 - output25_mean_squared_error: 27.7672 - output26_mean_squared_error: 14.5434 - output27_mean_squared_error: 28.3834 - output28_mean_squared_error: 19.8902 - output29_mean_squared_error: 25.6418 Epoch 1878/2000 121/121 [==============================] - 0s 751us/step - loss: 603.4938 - output00_loss: 12.3887 - output01_loss: 13.0303 - output02_loss: 21.0900 - output03_loss: 32.0671 - output04_loss: 25.1161 - output05_loss: 18.3950 - output06_loss: 18.9998 - output07_loss: 21.3385 - output08_loss: 14.0157 - output09_loss: 19.0920 - output10_loss: 19.0687 - output11_loss: 20.7568 - output12_loss: 16.5392 - output13_loss: 24.8001 - output14_loss: 17.3556 - output15_loss: 27.0914 - output16_loss: 20.7409 - output17_loss: 21.3986 - output18_loss: 14.1323 - output19_loss: 10.0279 - output20_loss: 11.5461 - output21_loss: 29.3656 - output22_loss: 22.2333 - output23_loss: 15.3883 - output24_loss: 21.2944 - output25_loss: 27.7672 - output26_loss: 14.5434 - output27_loss: 28.3832 - output28_loss: 19.8886 - output29_loss: 25.6390 - output00_mean_squared_error: 12.3887 - output01_mean_squared_error: 13.0303 - output02_mean_squared_error: 21.0900 - output03_mean_squared_error: 32.0671 - output04_mean_squared_error: 25.1161 - output05_mean_squared_error: 18.3950 - output06_mean_squared_error: 18.9998 - output07_mean_squared_error: 21.3385 - output08_mean_squared_error: 14.0157 - output09_mean_squared_error: 19.0920 - output10_mean_squared_error: 19.0687 - output11_mean_squared_error: 20.7568 - output12_mean_squared_error: 16.5392 - output13_mean_squared_error: 24.8001 - output14_mean_squared_error: 17.3556 - output15_mean_squared_error: 27.0914 - output16_mean_squared_error: 20.7409 - output17_mean_squared_error: 21.3986 - output18_mean_squared_error: 14.1323 - output19_mean_squared_error: 10.0279 - output20_mean_squared_error: 11.5461 - output21_mean_squared_error: 29.3656 - output22_mean_squared_error: 22.2333 - output23_mean_squared_error: 15.3883 - output24_mean_squared_error: 21.2944 - output25_mean_squared_error: 27.7672 - output26_mean_squared_error: 14.5434 - output27_mean_squared_error: 28.3832 - output28_mean_squared_error: 19.8886 - output29_mean_squared_error: 25.6390 Epoch 1879/2000 121/121 [==============================] - 0s 786us/step - loss: 603.4760 - output00_loss: 12.3887 - output01_loss: 13.0294 - output02_loss: 21.0892 - output03_loss: 32.0669 - output04_loss: 25.1143 - output05_loss: 18.3950 - output06_loss: 18.9981 - output07_loss: 21.3373 - output08_loss: 14.0156 - output09_loss: 19.0919 - output10_loss: 19.0687 - output11_loss: 20.7568 - output12_loss: 16.5390 - output13_loss: 24.7993 - output14_loss: 17.3548 - output15_loss: 27.0902 - output16_loss: 20.7409 - output17_loss: 21.3980 - output18_loss: 14.1323 - output19_loss: 10.0268 - output20_loss: 11.5451 - output21_loss: 29.3652 - output22_loss: 22.2332 - output23_loss: 15.3883 - output24_loss: 21.2943 - output25_loss: 27.7671 - output26_loss: 14.5434 - output27_loss: 28.3830 - output28_loss: 19.8871 - output29_loss: 25.6363 - output00_mean_squared_error: 12.3887 - output01_mean_squared_error: 13.0294 - output02_mean_squared_error: 21.0892 - output03_mean_squared_error: 32.0669 - output04_mean_squared_error: 25.1143 - output05_mean_squared_error: 18.3950 - output06_mean_squared_error: 18.9981 - output07_mean_squared_error: 21.3373 - output08_mean_squared_error: 14.0156 - output09_mean_squared_error: 19.0919 - output10_mean_squared_error: 19.0687 - output11_mean_squared_error: 20.7568 - output12_mean_squared_error: 16.5390 - output13_mean_squared_error: 24.7993 - output14_mean_squared_error: 17.3548 - output15_mean_squared_error: 27.0902 - output16_mean_squared_error: 20.7409 - output17_mean_squared_error: 21.3980 - output18_mean_squared_error: 14.1323 - output19_mean_squared_error: 10.0268 - output20_mean_squared_error: 11.5451 - output21_mean_squared_error: 29.3652 - output22_mean_squared_error: 22.2332 - output23_mean_squared_error: 15.3883 - output24_mean_squared_error: 21.2943 - output25_mean_squared_error: 27.7671 - output26_mean_squared_error: 14.5434 - output27_mean_squared_error: 28.3830 - output28_mean_squared_error: 19.8871 - output29_mean_squared_error: 25.6363 Epoch 1880/2000 121/121 [==============================] - 0s 474us/step - loss: 603.4581 - output00_loss: 12.3887 - output01_loss: 13.0285 - output02_loss: 21.0883 - output03_loss: 32.0667 - output04_loss: 25.1125 - output05_loss: 18.3949 - output06_loss: 18.9964 - output07_loss: 21.3361 - output08_loss: 14.0154 - output09_loss: 19.0918 - output10_loss: 19.0686 - output11_loss: 20.7568 - output12_loss: 16.5389 - output13_loss: 24.7985 - output14_loss: 17.3539 - output15_loss: 27.0890 - output16_loss: 20.7409 - output17_loss: 21.3974 - output18_loss: 14.1323 - output19_loss: 10.0256 - output20_loss: 11.5441 - output21_loss: 29.3649 - output22_loss: 22.2331 - output23_loss: 15.3883 - output24_loss: 21.2941 - output25_loss: 27.7671 - output26_loss: 14.5434 - output27_loss: 28.3828 - output28_loss: 19.8855 - output29_loss: 25.6336 - output00_mean_squared_error: 12.3887 - output01_mean_squared_error: 13.0285 - output02_mean_squared_error: 21.0883 - output03_mean_squared_error: 32.0667 - output04_mean_squared_error: 25.1125 - output05_mean_squared_error: 18.3949 - output06_mean_squared_error: 18.9964 - output07_mean_squared_error: 21.3361 - output08_mean_squared_error: 14.0154 - output09_mean_squared_error: 19.0918 - output10_mean_squared_error: 19.0686 - output11_mean_squared_error: 20.7568 - output12_mean_squared_error: 16.5389 - output13_mean_squared_error: 24.7985 - output14_mean_squared_error: 17.3539 - output15_mean_squared_error: 27.0890 - output16_mean_squared_error: 20.7409 - output17_mean_squared_error: 21.3974 - output18_mean_squared_error: 14.1323 - output19_mean_squared_error: 10.0256 - output20_mean_squared_error: 11.5441 - output21_mean_squared_error: 29.3649 - output22_mean_squared_error: 22.2331 - output23_mean_squared_error: 15.3883 - output24_mean_squared_error: 21.2941 - output25_mean_squared_error: 27.7671 - output26_mean_squared_error: 14.5434 - output27_mean_squared_error: 28.3828 - output28_mean_squared_error: 19.8855 - output29_mean_squared_error: 25.6336 Epoch 1881/2000 121/121 [==============================] - 0s 941us/step - loss: 603.4405 - output00_loss: 12.3887 - output01_loss: 13.0276 - output02_loss: 21.0875 - output03_loss: 32.0665 - output04_loss: 25.1108 - output05_loss: 18.3949 - output06_loss: 18.9947 - output07_loss: 21.3349 - output08_loss: 14.0152 - output09_loss: 19.0918 - output10_loss: 19.0686 - output11_loss: 20.7568 - output12_loss: 16.5388 - output13_loss: 24.7977 - output14_loss: 17.3531 - output15_loss: 27.0877 - output16_loss: 20.7409 - output17_loss: 21.3968 - output18_loss: 14.1323 - output19_loss: 10.0245 - output20_loss: 11.5431 - output21_loss: 29.3646 - output22_loss: 22.2331 - output23_loss: 15.3883 - output24_loss: 21.2939 - output25_loss: 27.7671 - output26_loss: 14.5434 - output27_loss: 28.3826 - output28_loss: 19.8840 - output29_loss: 25.6308 - output00_mean_squared_error: 12.3887 - output01_mean_squared_error: 13.0276 - output02_mean_squared_error: 21.0875 - output03_mean_squared_error: 32.0665 - output04_mean_squared_error: 25.1108 - output05_mean_squared_error: 18.3949 - output06_mean_squared_error: 18.9947 - output07_mean_squared_error: 21.3349 - output08_mean_squared_error: 14.0152 - output09_mean_squared_error: 19.0918 - output10_mean_squared_error: 19.0686 - output11_mean_squared_error: 20.7568 - output12_mean_squared_error: 16.5388 - output13_mean_squared_error: 24.7977 - output14_mean_squared_error: 17.3531 - output15_mean_squared_error: 27.0877 - output16_mean_squared_error: 20.7409 - output17_mean_squared_error: 21.3968 - output18_mean_squared_error: 14.1323 - output19_mean_squared_error: 10.0245 - output20_mean_squared_error: 11.5431 - output21_mean_squared_error: 29.3646 - output22_mean_squared_error: 22.2331 - output23_mean_squared_error: 15.3883 - output24_mean_squared_error: 21.2939 - output25_mean_squared_error: 27.7671 - output26_mean_squared_error: 14.5434 - output27_mean_squared_error: 28.3826 - output28_mean_squared_error: 19.8840 - output29_mean_squared_error: 25.6308 Epoch 1882/2000 121/121 [==============================] - 0s 1ms/step - loss: 603.4227 - output00_loss: 12.3887 - output01_loss: 13.0267 - output02_loss: 21.0867 - output03_loss: 32.0663 - output04_loss: 25.1090 - output05_loss: 18.3948 - output06_loss: 18.9930 - output07_loss: 21.3337 - output08_loss: 14.0150 - output09_loss: 19.0917 - output10_loss: 19.0686 - output11_loss: 20.7568 - output12_loss: 16.5386 - output13_loss: 24.7970 - output14_loss: 17.3523 - output15_loss: 27.0865 - output16_loss: 20.7409 - output17_loss: 21.3961 - output18_loss: 14.1322 - output19_loss: 10.0234 - output20_loss: 11.5422 - output21_loss: 29.3642 - output22_loss: 22.2330 - output23_loss: 15.3883 - output24_loss: 21.2938 - output25_loss: 27.7670 - output26_loss: 14.5433 - output27_loss: 28.3823 - output28_loss: 19.8825 - output29_loss: 25.6281 - output00_mean_squared_error: 12.3887 - output01_mean_squared_error: 13.0267 - output02_mean_squared_error: 21.0867 - output03_mean_squared_error: 32.0663 - output04_mean_squared_error: 25.1090 - output05_mean_squared_error: 18.3948 - output06_mean_squared_error: 18.9930 - output07_mean_squared_error: 21.3337 - output08_mean_squared_error: 14.0150 - output09_mean_squared_error: 19.0917 - output10_mean_squared_error: 19.0686 - output11_mean_squared_error: 20.7568 - output12_mean_squared_error: 16.5386 - output13_mean_squared_error: 24.7970 - output14_mean_squared_error: 17.3523 - output15_mean_squared_error: 27.0865 - output16_mean_squared_error: 20.7409 - output17_mean_squared_error: 21.3961 - output18_mean_squared_error: 14.1322 - output19_mean_squared_error: 10.0234 - output20_mean_squared_error: 11.5422 - output21_mean_squared_error: 29.3642 - output22_mean_squared_error: 22.2330 - output23_mean_squared_error: 15.3883 - output24_mean_squared_error: 21.2938 - output25_mean_squared_error: 27.7670 - output26_mean_squared_error: 14.5433 - output27_mean_squared_error: 28.3823 - output28_mean_squared_error: 19.8825 - output29_mean_squared_error: 25.6281 Epoch 1883/2000 121/121 [==============================] - 0s 837us/step - loss: 603.4052 - output00_loss: 12.3887 - output01_loss: 13.0258 - output02_loss: 21.0859 - output03_loss: 32.0662 - output04_loss: 25.1072 - output05_loss: 18.3947 - output06_loss: 18.9914 - output07_loss: 21.3325 - output08_loss: 14.0149 - output09_loss: 19.0916 - output10_loss: 19.0686 - output11_loss: 20.7568 - output12_loss: 16.5385 - output13_loss: 24.7962 - output14_loss: 17.3515 - output15_loss: 27.0853 - output16_loss: 20.7409 - output17_loss: 21.3955 - output18_loss: 14.1322 - output19_loss: 10.0222 - output20_loss: 11.5412 - output21_loss: 29.3639 - output22_loss: 22.2329 - output23_loss: 15.3883 - output24_loss: 21.2936 - output25_loss: 27.7670 - output26_loss: 14.5433 - output27_loss: 28.3821 - output28_loss: 19.8809 - output29_loss: 25.6254 - output00_mean_squared_error: 12.3887 - output01_mean_squared_error: 13.0258 - output02_mean_squared_error: 21.0859 - output03_mean_squared_error: 32.0662 - output04_mean_squared_error: 25.1072 - output05_mean_squared_error: 18.3947 - output06_mean_squared_error: 18.9914 - output07_mean_squared_error: 21.3325 - output08_mean_squared_error: 14.0149 - output09_mean_squared_error: 19.0916 - output10_mean_squared_error: 19.0686 - output11_mean_squared_error: 20.7568 - output12_mean_squared_error: 16.5385 - output13_mean_squared_error: 24.7962 - output14_mean_squared_error: 17.3515 - output15_mean_squared_error: 27.0853 - output16_mean_squared_error: 20.7409 - output17_mean_squared_error: 21.3955 - output18_mean_squared_error: 14.1322 - output19_mean_squared_error: 10.0222 - output20_mean_squared_error: 11.5412 - output21_mean_squared_error: 29.3639 - output22_mean_squared_error: 22.2329 - output23_mean_squared_error: 15.3883 - output24_mean_squared_error: 21.2936 - output25_mean_squared_error: 27.7670 - output26_mean_squared_error: 14.5433 - output27_mean_squared_error: 28.3821 - output28_mean_squared_error: 19.8809 - output29_mean_squared_error: 25.6254 Epoch 1884/2000 121/121 [==============================] - 0s 1ms/step - loss: 603.3876 - output00_loss: 12.3887 - output01_loss: 13.0249 - output02_loss: 21.0850 - output03_loss: 32.0660 - output04_loss: 25.1055 - output05_loss: 18.3947 - output06_loss: 18.9897 - output07_loss: 21.3313 - output08_loss: 14.0147 - output09_loss: 19.0916 - output10_loss: 19.0685 - output11_loss: 20.7568 - output12_loss: 16.5384 - output13_loss: 24.7955 - output14_loss: 17.3506 - output15_loss: 27.0840 - output16_loss: 20.7409 - output17_loss: 21.3949 - output18_loss: 14.1322 - output19_loss: 10.0211 - output20_loss: 11.5402 - output21_loss: 29.3636 - output22_loss: 22.2329 - output23_loss: 15.3882 - output24_loss: 21.2934 - output25_loss: 27.7669 - output26_loss: 14.5433 - output27_loss: 28.3819 - output28_loss: 19.8794 - output29_loss: 25.6227 - output00_mean_squared_error: 12.3887 - output01_mean_squared_error: 13.0249 - output02_mean_squared_error: 21.0850 - output03_mean_squared_error: 32.0660 - output04_mean_squared_error: 25.1055 - output05_mean_squared_error: 18.3947 - output06_mean_squared_error: 18.9897 - output07_mean_squared_error: 21.3313 - output08_mean_squared_error: 14.0147 - output09_mean_squared_error: 19.0916 - output10_mean_squared_error: 19.0685 - output11_mean_squared_error: 20.7568 - output12_mean_squared_error: 16.5384 - output13_mean_squared_error: 24.7955 - output14_mean_squared_error: 17.3506 - output15_mean_squared_error: 27.0840 - output16_mean_squared_error: 20.7409 - output17_mean_squared_error: 21.3949 - output18_mean_squared_error: 14.1322 - output19_mean_squared_error: 10.0211 - output20_mean_squared_error: 11.5402 - output21_mean_squared_error: 29.3636 - output22_mean_squared_error: 22.2329 - output23_mean_squared_error: 15.3882 - output24_mean_squared_error: 21.2934 - output25_mean_squared_error: 27.7669 - output26_mean_squared_error: 14.5433 - output27_mean_squared_error: 28.3819 - output28_mean_squared_error: 19.8794 - output29_mean_squared_error: 25.6227 Epoch 1885/2000 121/121 [==============================] - 0s 905us/step - loss: 603.3701 - output00_loss: 12.3887 - output01_loss: 13.0241 - output02_loss: 21.0842 - output03_loss: 32.0658 - output04_loss: 25.1037 - output05_loss: 18.3946 - output06_loss: 18.9880 - output07_loss: 21.3300 - output08_loss: 14.0145 - output09_loss: 19.0915 - output10_loss: 19.0685 - output11_loss: 20.7568 - output12_loss: 16.5382 - output13_loss: 24.7947 - output14_loss: 17.3498 - output15_loss: 27.0828 - output16_loss: 20.7409 - output17_loss: 21.3943 - output18_loss: 14.1322 - output19_loss: 10.0200 - output20_loss: 11.5392 - output21_loss: 29.3633 - output22_loss: 22.2328 - output23_loss: 15.3882 - output24_loss: 21.2933 - output25_loss: 27.7669 - output26_loss: 14.5433 - output27_loss: 28.3817 - output28_loss: 19.8779 - output29_loss: 25.6200 - output00_mean_squared_error: 12.3887 - output01_mean_squared_error: 13.0241 - output02_mean_squared_error: 21.0842 - output03_mean_squared_error: 32.0658 - output04_mean_squared_error: 25.1037 - output05_mean_squared_error: 18.3946 - output06_mean_squared_error: 18.9880 - output07_mean_squared_error: 21.3300 - output08_mean_squared_error: 14.0145 - output09_mean_squared_error: 19.0915 - output10_mean_squared_error: 19.0685 - output11_mean_squared_error: 20.7568 - output12_mean_squared_error: 16.5382 - output13_mean_squared_error: 24.7947 - output14_mean_squared_error: 17.3498 - output15_mean_squared_error: 27.0828 - output16_mean_squared_error: 20.7409 - output17_mean_squared_error: 21.3943 - output18_mean_squared_error: 14.1322 - output19_mean_squared_error: 10.0200 - output20_mean_squared_error: 11.5392 - output21_mean_squared_error: 29.3633 - output22_mean_squared_error: 22.2328 - output23_mean_squared_error: 15.3882 - output24_mean_squared_error: 21.2933 - output25_mean_squared_error: 27.7669 - output26_mean_squared_error: 14.5433 - output27_mean_squared_error: 28.3817 - output28_mean_squared_error: 19.8779 - output29_mean_squared_error: 25.6200 Epoch 1886/2000 121/121 [==============================] - 0s 1ms/step - loss: 603.3525 - output00_loss: 12.3887 - output01_loss: 13.0232 - output02_loss: 21.0834 - output03_loss: 32.0656 - output04_loss: 25.1019 - output05_loss: 18.3946 - output06_loss: 18.9863 - output07_loss: 21.3288 - output08_loss: 14.0143 - output09_loss: 19.0914 - output10_loss: 19.0685 - output11_loss: 20.7568 - output12_loss: 16.5381 - output13_loss: 24.7940 - output14_loss: 17.3490 - output15_loss: 27.0816 - output16_loss: 20.7409 - output17_loss: 21.3937 - output18_loss: 14.1322 - output19_loss: 10.0189 - output20_loss: 11.5383 - output21_loss: 29.3629 - output22_loss: 22.2328 - output23_loss: 15.3882 - output24_loss: 21.2931 - output25_loss: 27.7668 - output26_loss: 14.5433 - output27_loss: 28.3815 - output28_loss: 19.8764 - output29_loss: 25.6173 - output00_mean_squared_error: 12.3887 - output01_mean_squared_error: 13.0232 - output02_mean_squared_error: 21.0834 - output03_mean_squared_error: 32.0656 - output04_mean_squared_error: 25.1019 - output05_mean_squared_error: 18.3946 - output06_mean_squared_error: 18.9863 - output07_mean_squared_error: 21.3288 - output08_mean_squared_error: 14.0143 - output09_mean_squared_error: 19.0914 - output10_mean_squared_error: 19.0685 - output11_mean_squared_error: 20.7568 - output12_mean_squared_error: 16.5381 - output13_mean_squared_error: 24.7940 - output14_mean_squared_error: 17.3490 - output15_mean_squared_error: 27.0816 - output16_mean_squared_error: 20.7409 - output17_mean_squared_error: 21.3937 - output18_mean_squared_error: 14.1322 - output19_mean_squared_error: 10.0189 - output20_mean_squared_error: 11.5383 - output21_mean_squared_error: 29.3629 - output22_mean_squared_error: 22.2328 - output23_mean_squared_error: 15.3882 - output24_mean_squared_error: 21.2931 - output25_mean_squared_error: 27.7668 - output26_mean_squared_error: 14.5433 - output27_mean_squared_error: 28.3815 - output28_mean_squared_error: 19.8764 - output29_mean_squared_error: 25.6173 Epoch 1887/2000 121/121 [==============================] - 0s 1ms/step - loss: 603.3348 - output00_loss: 12.3887 - output01_loss: 13.0223 - output02_loss: 21.0826 - output03_loss: 32.0654 - output04_loss: 25.1002 - output05_loss: 18.3945 - output06_loss: 18.9847 - output07_loss: 21.3276 - output08_loss: 14.0142 - output09_loss: 19.0913 - output10_loss: 19.0685 - output11_loss: 20.7568 - output12_loss: 16.5380 - output13_loss: 24.7932 - output14_loss: 17.3482 - output15_loss: 27.0804 - output16_loss: 20.7409 - output17_loss: 21.3930 - output18_loss: 14.1322 - output19_loss: 10.0177 - output20_loss: 11.5373 - output21_loss: 29.3626 - output22_loss: 22.2327 - output23_loss: 15.3882 - output24_loss: 21.2929 - output25_loss: 27.7668 - output26_loss: 14.5433 - output27_loss: 28.3812 - output28_loss: 19.8748 - output29_loss: 25.6146 - output00_mean_squared_error: 12.3887 - output01_mean_squared_error: 13.0223 - output02_mean_squared_error: 21.0826 - output03_mean_squared_error: 32.0654 - output04_mean_squared_error: 25.1002 - output05_mean_squared_error: 18.3945 - output06_mean_squared_error: 18.9847 - output07_mean_squared_error: 21.3276 - output08_mean_squared_error: 14.0142 - output09_mean_squared_error: 19.0913 - output10_mean_squared_error: 19.0685 - output11_mean_squared_error: 20.7568 - output12_mean_squared_error: 16.5380 - output13_mean_squared_error: 24.7932 - output14_mean_squared_error: 17.3482 - output15_mean_squared_error: 27.0804 - output16_mean_squared_error: 20.7409 - output17_mean_squared_error: 21.3930 - output18_mean_squared_error: 14.1322 - output19_mean_squared_error: 10.0177 - output20_mean_squared_error: 11.5373 - output21_mean_squared_error: 29.3626 - output22_mean_squared_error: 22.2327 - output23_mean_squared_error: 15.3882 - output24_mean_squared_error: 21.2929 - output25_mean_squared_error: 27.7668 - output26_mean_squared_error: 14.5433 - output27_mean_squared_error: 28.3812 - output28_mean_squared_error: 19.8748 - output29_mean_squared_error: 25.6146 Epoch 1888/2000 121/121 [==============================] - 0s 1ms/step - loss: 603.3175 - output00_loss: 12.3887 - output01_loss: 13.0214 - output02_loss: 21.0818 - output03_loss: 32.0653 - output04_loss: 25.0984 - output05_loss: 18.3945 - output06_loss: 18.9830 - output07_loss: 21.3264 - output08_loss: 14.0140 - output09_loss: 19.0913 - output10_loss: 19.0684 - output11_loss: 20.7568 - output12_loss: 16.5379 - output13_loss: 24.7924 - output14_loss: 17.3474 - output15_loss: 27.0792 - output16_loss: 20.7409 - output17_loss: 21.3924 - output18_loss: 14.1322 - output19_loss: 10.0166 - output20_loss: 11.5363 - output21_loss: 29.3623 - output22_loss: 22.2326 - output23_loss: 15.3882 - output24_loss: 21.2928 - output25_loss: 27.7668 - output26_loss: 14.5433 - output27_loss: 28.3810 - output28_loss: 19.8733 - output29_loss: 25.6119 - output00_mean_squared_error: 12.3887 - output01_mean_squared_error: 13.0214 - output02_mean_squared_error: 21.0818 - output03_mean_squared_error: 32.0653 - output04_mean_squared_error: 25.0984 - output05_mean_squared_error: 18.3945 - output06_mean_squared_error: 18.9830 - output07_mean_squared_error: 21.3264 - output08_mean_squared_error: 14.0140 - output09_mean_squared_error: 19.0913 - output10_mean_squared_error: 19.0684 - output11_mean_squared_error: 20.7568 - output12_mean_squared_error: 16.5379 - output13_mean_squared_error: 24.7924 - output14_mean_squared_error: 17.3474 - output15_mean_squared_error: 27.0792 - output16_mean_squared_error: 20.7409 - output17_mean_squared_error: 21.3924 - output18_mean_squared_error: 14.1322 - output19_mean_squared_error: 10.0166 - output20_mean_squared_error: 11.5363 - output21_mean_squared_error: 29.3623 - output22_mean_squared_error: 22.2326 - output23_mean_squared_error: 15.3882 - output24_mean_squared_error: 21.2928 - output25_mean_squared_error: 27.7668 - output26_mean_squared_error: 14.5433 - output27_mean_squared_error: 28.3810 - output28_mean_squared_error: 19.8733 - output29_mean_squared_error: 25.6119 Epoch 1889/2000 121/121 [==============================] - 0s 439us/step - loss: 603.3001 - output00_loss: 12.3887 - output01_loss: 13.0205 - output02_loss: 21.0809 - output03_loss: 32.0651 - output04_loss: 25.0967 - output05_loss: 18.3944 - output06_loss: 18.9813 - output07_loss: 21.3252 - output08_loss: 14.0138 - output09_loss: 19.0912 - output10_loss: 19.0684 - output11_loss: 20.7568 - output12_loss: 16.5377 - output13_loss: 24.7917 - output14_loss: 17.3466 - output15_loss: 27.0779 - output16_loss: 20.7409 - output17_loss: 21.3918 - output18_loss: 14.1322 - output19_loss: 10.0155 - output20_loss: 11.5354 - output21_loss: 29.3620 - output22_loss: 22.2326 - output23_loss: 15.3882 - output24_loss: 21.2926 - output25_loss: 27.7667 - output26_loss: 14.5433 - output27_loss: 28.3808 - output28_loss: 19.8718 - output29_loss: 25.6092 - output00_mean_squared_error: 12.3887 - output01_mean_squared_error: 13.0205 - output02_mean_squared_error: 21.0809 - output03_mean_squared_error: 32.0651 - output04_mean_squared_error: 25.0967 - output05_mean_squared_error: 18.3944 - output06_mean_squared_error: 18.9813 - output07_mean_squared_error: 21.3252 - output08_mean_squared_error: 14.0138 - output09_mean_squared_error: 19.0912 - output10_mean_squared_error: 19.0684 - output11_mean_squared_error: 20.7568 - output12_mean_squared_error: 16.5377 - output13_mean_squared_error: 24.7917 - output14_mean_squared_error: 17.3466 - output15_mean_squared_error: 27.0779 - output16_mean_squared_error: 20.7409 - output17_mean_squared_error: 21.3918 - output18_mean_squared_error: 14.1322 - output19_mean_squared_error: 10.0155 - output20_mean_squared_error: 11.5354 - output21_mean_squared_error: 29.3620 - output22_mean_squared_error: 22.2326 - output23_mean_squared_error: 15.3882 - output24_mean_squared_error: 21.2926 - output25_mean_squared_error: 27.7667 - output26_mean_squared_error: 14.5433 - output27_mean_squared_error: 28.3808 - output28_mean_squared_error: 19.8718 - output29_mean_squared_error: 25.6092 Epoch 1890/2000 121/121 [==============================] - 0s 920us/step - loss: 603.2825 - output00_loss: 12.3887 - output01_loss: 13.0196 - output02_loss: 21.0801 - output03_loss: 32.0649 - output04_loss: 25.0949 - output05_loss: 18.3944 - output06_loss: 18.9797 - output07_loss: 21.3240 - output08_loss: 14.0137 - output09_loss: 19.0911 - output10_loss: 19.0684 - output11_loss: 20.7568 - output12_loss: 16.5376 - output13_loss: 24.7909 - output14_loss: 17.3457 - output15_loss: 27.0767 - output16_loss: 20.7409 - output17_loss: 21.3912 - output18_loss: 14.1322 - output19_loss: 10.0144 - output20_loss: 11.5344 - output21_loss: 29.3616 - output22_loss: 22.2325 - output23_loss: 15.3882 - output24_loss: 21.2924 - output25_loss: 27.7667 - output26_loss: 14.5433 - output27_loss: 28.3806 - output28_loss: 19.8703 - output29_loss: 25.6065 - output00_mean_squared_error: 12.3887 - output01_mean_squared_error: 13.0196 - output02_mean_squared_error: 21.0801 - output03_mean_squared_error: 32.0649 - output04_mean_squared_error: 25.0949 - output05_mean_squared_error: 18.3944 - output06_mean_squared_error: 18.9797 - output07_mean_squared_error: 21.3240 - output08_mean_squared_error: 14.0137 - output09_mean_squared_error: 19.0911 - output10_mean_squared_error: 19.0684 - output11_mean_squared_error: 20.7568 - output12_mean_squared_error: 16.5376 - output13_mean_squared_error: 24.7909 - output14_mean_squared_error: 17.3457 - output15_mean_squared_error: 27.0767 - output16_mean_squared_error: 20.7409 - output17_mean_squared_error: 21.3912 - output18_mean_squared_error: 14.1322 - output19_mean_squared_error: 10.0144 - output20_mean_squared_error: 11.5344 - output21_mean_squared_error: 29.3616 - output22_mean_squared_error: 22.2325 - output23_mean_squared_error: 15.3882 - output24_mean_squared_error: 21.2924 - output25_mean_squared_error: 27.7667 - output26_mean_squared_error: 14.5433 - output27_mean_squared_error: 28.3806 - output28_mean_squared_error: 19.8703 - output29_mean_squared_error: 25.6065 Epoch 1891/2000 121/121 [==============================] - 0s 575us/step - loss: 603.2652 - output00_loss: 12.3887 - output01_loss: 13.0188 - output02_loss: 21.0793 - output03_loss: 32.0647 - output04_loss: 25.0932 - output05_loss: 18.3943 - output06_loss: 18.9780 - output07_loss: 21.3229 - output08_loss: 14.0135 - output09_loss: 19.0911 - output10_loss: 19.0684 - output11_loss: 20.7568 - output12_loss: 16.5375 - output13_loss: 24.7902 - output14_loss: 17.3449 - output15_loss: 27.0755 - output16_loss: 20.7409 - output17_loss: 21.3906 - output18_loss: 14.1322 - output19_loss: 10.0133 - output20_loss: 11.5334 - output21_loss: 29.3613 - output22_loss: 22.2325 - output23_loss: 15.3882 - output24_loss: 21.2923 - output25_loss: 27.7666 - output26_loss: 14.5433 - output27_loss: 28.3804 - output28_loss: 19.8688 - output29_loss: 25.6038 - output00_mean_squared_error: 12.3887 - output01_mean_squared_error: 13.0188 - output02_mean_squared_error: 21.0793 - output03_mean_squared_error: 32.0647 - output04_mean_squared_error: 25.0932 - output05_mean_squared_error: 18.3943 - output06_mean_squared_error: 18.9780 - output07_mean_squared_error: 21.3229 - output08_mean_squared_error: 14.0135 - output09_mean_squared_error: 19.0911 - output10_mean_squared_error: 19.0684 - output11_mean_squared_error: 20.7568 - output12_mean_squared_error: 16.5375 - output13_mean_squared_error: 24.7902 - output14_mean_squared_error: 17.3449 - output15_mean_squared_error: 27.0755 - output16_mean_squared_error: 20.7409 - output17_mean_squared_error: 21.3906 - output18_mean_squared_error: 14.1322 - output19_mean_squared_error: 10.0133 - output20_mean_squared_error: 11.5334 - output21_mean_squared_error: 29.3613 - output22_mean_squared_error: 22.2325 - output23_mean_squared_error: 15.3882 - output24_mean_squared_error: 21.2923 - output25_mean_squared_error: 27.7666 - output26_mean_squared_error: 14.5433 - output27_mean_squared_error: 28.3804 - output28_mean_squared_error: 19.8688 - output29_mean_squared_error: 25.6038 Epoch 1892/2000 121/121 [==============================] - 0s 954us/step - loss: 603.2478 - output00_loss: 12.3887 - output01_loss: 13.0179 - output02_loss: 21.0785 - output03_loss: 32.0646 - output04_loss: 25.0915 - output05_loss: 18.3942 - output06_loss: 18.9764 - output07_loss: 21.3217 - output08_loss: 14.0133 - output09_loss: 19.0910 - output10_loss: 19.0683 - output11_loss: 20.7568 - output12_loss: 16.5373 - output13_loss: 24.7895 - output14_loss: 17.3441 - output15_loss: 27.0743 - output16_loss: 20.7409 - output17_loss: 21.3900 - output18_loss: 14.1322 - output19_loss: 10.0122 - output20_loss: 11.5325 - output21_loss: 29.3610 - output22_loss: 22.2324 - output23_loss: 15.3882 - output24_loss: 21.2921 - output25_loss: 27.7666 - output26_loss: 14.5433 - output27_loss: 28.3802 - output28_loss: 19.8673 - output29_loss: 25.6011 - output00_mean_squared_error: 12.3887 - output01_mean_squared_error: 13.0179 - output02_mean_squared_error: 21.0785 - output03_mean_squared_error: 32.0646 - output04_mean_squared_error: 25.0915 - output05_mean_squared_error: 18.3942 - output06_mean_squared_error: 18.9764 - output07_mean_squared_error: 21.3217 - output08_mean_squared_error: 14.0133 - output09_mean_squared_error: 19.0910 - output10_mean_squared_error: 19.0683 - output11_mean_squared_error: 20.7568 - output12_mean_squared_error: 16.5373 - output13_mean_squared_error: 24.7895 - output14_mean_squared_error: 17.3441 - output15_mean_squared_error: 27.0743 - output16_mean_squared_error: 20.7409 - output17_mean_squared_error: 21.3900 - output18_mean_squared_error: 14.1322 - output19_mean_squared_error: 10.0122 - output20_mean_squared_error: 11.5325 - output21_mean_squared_error: 29.3610 - output22_mean_squared_error: 22.2324 - output23_mean_squared_error: 15.3882 - output24_mean_squared_error: 21.2921 - output25_mean_squared_error: 27.7666 - output26_mean_squared_error: 14.5433 - output27_mean_squared_error: 28.3802 - output28_mean_squared_error: 19.8673 - output29_mean_squared_error: 25.6011 Epoch 1893/2000 121/121 [==============================] - 0s 938us/step - loss: 603.2304 - output00_loss: 12.3887 - output01_loss: 13.0170 - output02_loss: 21.0777 - output03_loss: 32.0644 - output04_loss: 25.0897 - output05_loss: 18.3942 - output06_loss: 18.9747 - output07_loss: 21.3205 - output08_loss: 14.0132 - output09_loss: 19.0909 - output10_loss: 19.0683 - output11_loss: 20.7568 - output12_loss: 16.5372 - output13_loss: 24.7887 - output14_loss: 17.3433 - output15_loss: 27.0731 - output16_loss: 20.7409 - output17_loss: 21.3894 - output18_loss: 14.1322 - output19_loss: 10.0110 - output20_loss: 11.5315 - output21_loss: 29.3607 - output22_loss: 22.2323 - output23_loss: 15.3882 - output24_loss: 21.2919 - output25_loss: 27.7666 - output26_loss: 14.5433 - output27_loss: 28.3800 - output28_loss: 19.8657 - output29_loss: 25.5984 - output00_mean_squared_error: 12.3887 - output01_mean_squared_error: 13.0170 - output02_mean_squared_error: 21.0777 - output03_mean_squared_error: 32.0644 - output04_mean_squared_error: 25.0897 - output05_mean_squared_error: 18.3942 - output06_mean_squared_error: 18.9747 - output07_mean_squared_error: 21.3205 - output08_mean_squared_error: 14.0132 - output09_mean_squared_error: 19.0909 - output10_mean_squared_error: 19.0683 - output11_mean_squared_error: 20.7568 - output12_mean_squared_error: 16.5372 - output13_mean_squared_error: 24.7887 - output14_mean_squared_error: 17.3433 - output15_mean_squared_error: 27.0731 - output16_mean_squared_error: 20.7409 - output17_mean_squared_error: 21.3894 - output18_mean_squared_error: 14.1322 - output19_mean_squared_error: 10.0110 - output20_mean_squared_error: 11.5315 - output21_mean_squared_error: 29.3607 - output22_mean_squared_error: 22.2323 - output23_mean_squared_error: 15.3882 - output24_mean_squared_error: 21.2919 - output25_mean_squared_error: 27.7666 - output26_mean_squared_error: 14.5433 - output27_mean_squared_error: 28.3800 - output28_mean_squared_error: 19.8657 - output29_mean_squared_error: 25.5984 Epoch 1894/2000 121/121 [==============================] - 0s 798us/step - loss: 603.2133 - output00_loss: 12.3887 - output01_loss: 13.0161 - output02_loss: 21.0769 - output03_loss: 32.0642 - output04_loss: 25.0880 - output05_loss: 18.3941 - output06_loss: 18.9731 - output07_loss: 21.3193 - output08_loss: 14.0130 - output09_loss: 19.0909 - output10_loss: 19.0683 - output11_loss: 20.7568 - output12_loss: 16.5371 - output13_loss: 24.7880 - output14_loss: 17.3425 - output15_loss: 27.0719 - output16_loss: 20.7409 - output17_loss: 21.3888 - output18_loss: 14.1322 - output19_loss: 10.0099 - output20_loss: 11.5306 - output21_loss: 29.3604 - output22_loss: 22.2323 - output23_loss: 15.3882 - output24_loss: 21.2918 - output25_loss: 27.7665 - output26_loss: 14.5433 - output27_loss: 28.3797 - output28_loss: 19.8642 - output29_loss: 25.5957 - output00_mean_squared_error: 12.3887 - output01_mean_squared_error: 13.0161 - output02_mean_squared_error: 21.0769 - output03_mean_squared_error: 32.0642 - output04_mean_squared_error: 25.0880 - output05_mean_squared_error: 18.3941 - output06_mean_squared_error: 18.9731 - output07_mean_squared_error: 21.3193 - output08_mean_squared_error: 14.0130 - output09_mean_squared_error: 19.0909 - output10_mean_squared_error: 19.0683 - output11_mean_squared_error: 20.7568 - output12_mean_squared_error: 16.5371 - output13_mean_squared_error: 24.7880 - output14_mean_squared_error: 17.3425 - output15_mean_squared_error: 27.0719 - output16_mean_squared_error: 20.7409 - output17_mean_squared_error: 21.3888 - output18_mean_squared_error: 14.1322 - output19_mean_squared_error: 10.0099 - output20_mean_squared_error: 11.5306 - output21_mean_squared_error: 29.3604 - output22_mean_squared_error: 22.2323 - output23_mean_squared_error: 15.3882 - output24_mean_squared_error: 21.2918 - output25_mean_squared_error: 27.7665 - output26_mean_squared_error: 14.5433 - output27_mean_squared_error: 28.3797 - output28_mean_squared_error: 19.8642 - output29_mean_squared_error: 25.5957 Epoch 1895/2000 121/121 [==============================] - 0s 726us/step - loss: 603.1959 - output00_loss: 12.3887 - output01_loss: 13.0153 - output02_loss: 21.0761 - output03_loss: 32.0640 - output04_loss: 25.0863 - output05_loss: 18.3941 - output06_loss: 18.9714 - output07_loss: 21.3181 - output08_loss: 14.0128 - output09_loss: 19.0908 - output10_loss: 19.0682 - output11_loss: 20.7568 - output12_loss: 16.5370 - output13_loss: 24.7872 - output14_loss: 17.3417 - output15_loss: 27.0707 - output16_loss: 20.7409 - output17_loss: 21.3882 - output18_loss: 14.1322 - output19_loss: 10.0088 - output20_loss: 11.5296 - output21_loss: 29.3600 - output22_loss: 22.2322 - output23_loss: 15.3882 - output24_loss: 21.2916 - output25_loss: 27.7665 - output26_loss: 14.5433 - output27_loss: 28.3795 - output28_loss: 19.8627 - output29_loss: 25.5931 - output00_mean_squared_error: 12.3887 - output01_mean_squared_error: 13.0153 - output02_mean_squared_error: 21.0761 - output03_mean_squared_error: 32.0640 - output04_mean_squared_error: 25.0863 - output05_mean_squared_error: 18.3941 - output06_mean_squared_error: 18.9714 - output07_mean_squared_error: 21.3181 - output08_mean_squared_error: 14.0128 - output09_mean_squared_error: 19.0908 - output10_mean_squared_error: 19.0682 - output11_mean_squared_error: 20.7568 - output12_mean_squared_error: 16.5370 - output13_mean_squared_error: 24.7872 - output14_mean_squared_error: 17.3417 - output15_mean_squared_error: 27.0707 - output16_mean_squared_error: 20.7409 - output17_mean_squared_error: 21.3882 - output18_mean_squared_error: 14.1322 - output19_mean_squared_error: 10.0088 - output20_mean_squared_error: 11.5296 - output21_mean_squared_error: 29.3600 - output22_mean_squared_error: 22.2322 - output23_mean_squared_error: 15.3882 - output24_mean_squared_error: 21.2916 - output25_mean_squared_error: 27.7665 - output26_mean_squared_error: 14.5433 - output27_mean_squared_error: 28.3795 - output28_mean_squared_error: 19.8627 - output29_mean_squared_error: 25.5931 Epoch 1896/2000 121/121 [==============================] - 0s 815us/step - loss: 603.1787 - output00_loss: 12.3887 - output01_loss: 13.0144 - output02_loss: 21.0753 - output03_loss: 32.0639 - output04_loss: 25.0845 - output05_loss: 18.3940 - output06_loss: 18.9698 - output07_loss: 21.3169 - output08_loss: 14.0127 - output09_loss: 19.0907 - output10_loss: 19.0682 - output11_loss: 20.7568 - output12_loss: 16.5368 - output13_loss: 24.7865 - output14_loss: 17.3409 - output15_loss: 27.0695 - output16_loss: 20.7408 - output17_loss: 21.3876 - output18_loss: 14.1321 - output19_loss: 10.0077 - output20_loss: 11.5287 - output21_loss: 29.3597 - output22_loss: 22.2322 - output23_loss: 15.3882 - output24_loss: 21.2915 - output25_loss: 27.7664 - output26_loss: 14.5433 - output27_loss: 28.3793 - output28_loss: 19.8612 - output29_loss: 25.5904 - output00_mean_squared_error: 12.3887 - output01_mean_squared_error: 13.0144 - output02_mean_squared_error: 21.0753 - output03_mean_squared_error: 32.0639 - output04_mean_squared_error: 25.0845 - output05_mean_squared_error: 18.3940 - output06_mean_squared_error: 18.9698 - output07_mean_squared_error: 21.3169 - output08_mean_squared_error: 14.0127 - output09_mean_squared_error: 19.0907 - output10_mean_squared_error: 19.0682 - output11_mean_squared_error: 20.7568 - output12_mean_squared_error: 16.5368 - output13_mean_squared_error: 24.7865 - output14_mean_squared_error: 17.3409 - output15_mean_squared_error: 27.0695 - output16_mean_squared_error: 20.7408 - output17_mean_squared_error: 21.3876 - output18_mean_squared_error: 14.1321 - output19_mean_squared_error: 10.0077 - output20_mean_squared_error: 11.5287 - output21_mean_squared_error: 29.3597 - output22_mean_squared_error: 22.2322 - output23_mean_squared_error: 15.3882 - output24_mean_squared_error: 21.2915 - output25_mean_squared_error: 27.7664 - output26_mean_squared_error: 14.5433 - output27_mean_squared_error: 28.3793 - output28_mean_squared_error: 19.8612 - output29_mean_squared_error: 25.5904 Epoch 1897/2000 121/121 [==============================] - 0s 843us/step - loss: 603.1615 - output00_loss: 12.3886 - output01_loss: 13.0135 - output02_loss: 21.0745 - output03_loss: 32.0637 - output04_loss: 25.0828 - output05_loss: 18.3940 - output06_loss: 18.9681 - output07_loss: 21.3158 - output08_loss: 14.0125 - output09_loss: 19.0907 - output10_loss: 19.0682 - output11_loss: 20.7568 - output12_loss: 16.5367 - output13_loss: 24.7858 - output14_loss: 17.3401 - output15_loss: 27.0683 - output16_loss: 20.7408 - output17_loss: 21.3870 - output18_loss: 14.1321 - output19_loss: 10.0066 - output20_loss: 11.5277 - output21_loss: 29.3594 - output22_loss: 22.2321 - output23_loss: 15.3881 - output24_loss: 21.2913 - output25_loss: 27.7664 - output26_loss: 14.5433 - output27_loss: 28.3791 - output28_loss: 19.8597 - output29_loss: 25.5877 - output00_mean_squared_error: 12.3886 - output01_mean_squared_error: 13.0135 - output02_mean_squared_error: 21.0745 - output03_mean_squared_error: 32.0637 - output04_mean_squared_error: 25.0828 - output05_mean_squared_error: 18.3940 - output06_mean_squared_error: 18.9681 - output07_mean_squared_error: 21.3158 - output08_mean_squared_error: 14.0125 - output09_mean_squared_error: 19.0907 - output10_mean_squared_error: 19.0682 - output11_mean_squared_error: 20.7568 - output12_mean_squared_error: 16.5367 - output13_mean_squared_error: 24.7858 - output14_mean_squared_error: 17.3401 - output15_mean_squared_error: 27.0683 - output16_mean_squared_error: 20.7408 - output17_mean_squared_error: 21.3870 - output18_mean_squared_error: 14.1321 - output19_mean_squared_error: 10.0066 - output20_mean_squared_error: 11.5277 - output21_mean_squared_error: 29.3594 - output22_mean_squared_error: 22.2321 - output23_mean_squared_error: 15.3881 - output24_mean_squared_error: 21.2913 - output25_mean_squared_error: 27.7664 - output26_mean_squared_error: 14.5433 - output27_mean_squared_error: 28.3791 - output28_mean_squared_error: 19.8597 - output29_mean_squared_error: 25.5877 Epoch 1898/2000 121/121 [==============================] - 0s 840us/step - loss: 603.1443 - output00_loss: 12.3886 - output01_loss: 13.0126 - output02_loss: 21.0737 - output03_loss: 32.0635 - output04_loss: 25.0811 - output05_loss: 18.3939 - output06_loss: 18.9665 - output07_loss: 21.3146 - output08_loss: 14.0123 - output09_loss: 19.0906 - output10_loss: 19.0682 - output11_loss: 20.7568 - output12_loss: 16.5366 - output13_loss: 24.7850 - output14_loss: 17.3393 - output15_loss: 27.0671 - output16_loss: 20.7408 - output17_loss: 21.3864 - output18_loss: 14.1321 - output19_loss: 10.0055 - output20_loss: 11.5268 - output21_loss: 29.3591 - output22_loss: 22.2320 - output23_loss: 15.3881 - output24_loss: 21.2911 - output25_loss: 27.7664 - output26_loss: 14.5433 - output27_loss: 28.3789 - output28_loss: 19.8582 - output29_loss: 25.5851 - output00_mean_squared_error: 12.3886 - output01_mean_squared_error: 13.0126 - output02_mean_squared_error: 21.0737 - output03_mean_squared_error: 32.0635 - output04_mean_squared_error: 25.0811 - output05_mean_squared_error: 18.3939 - output06_mean_squared_error: 18.9665 - output07_mean_squared_error: 21.3146 - output08_mean_squared_error: 14.0123 - output09_mean_squared_error: 19.0906 - output10_mean_squared_error: 19.0682 - output11_mean_squared_error: 20.7568 - output12_mean_squared_error: 16.5366 - output13_mean_squared_error: 24.7850 - output14_mean_squared_error: 17.3393 - output15_mean_squared_error: 27.0671 - output16_mean_squared_error: 20.7408 - output17_mean_squared_error: 21.3864 - output18_mean_squared_error: 14.1321 - output19_mean_squared_error: 10.0055 - output20_mean_squared_error: 11.5268 - output21_mean_squared_error: 29.3591 - output22_mean_squared_error: 22.2320 - output23_mean_squared_error: 15.3881 - output24_mean_squared_error: 21.2911 - output25_mean_squared_error: 27.7664 - output26_mean_squared_error: 14.5433 - output27_mean_squared_error: 28.3789 - output28_mean_squared_error: 19.8582 - output29_mean_squared_error: 25.5851 Epoch 1899/2000 121/121 [==============================] - 0s 611us/step - loss: 603.1272 - output00_loss: 12.3886 - output01_loss: 13.0118 - output02_loss: 21.0729 - output03_loss: 32.0634 - output04_loss: 25.0793 - output05_loss: 18.3939 - output06_loss: 18.9648 - output07_loss: 21.3134 - output08_loss: 14.0122 - output09_loss: 19.0905 - output10_loss: 19.0681 - output11_loss: 20.7568 - output12_loss: 16.5365 - output13_loss: 24.7843 - output14_loss: 17.3385 - output15_loss: 27.0659 - output16_loss: 20.7408 - output17_loss: 21.3857 - output18_loss: 14.1321 - output19_loss: 10.0044 - output20_loss: 11.5258 - output21_loss: 29.3588 - output22_loss: 22.2320 - output23_loss: 15.3881 - output24_loss: 21.2910 - output25_loss: 27.7663 - output26_loss: 14.5433 - output27_loss: 28.3787 - output28_loss: 19.8567 - output29_loss: 25.5824 - output00_mean_squared_error: 12.3886 - output01_mean_squared_error: 13.0118 - output02_mean_squared_error: 21.0729 - output03_mean_squared_error: 32.0634 - output04_mean_squared_error: 25.0793 - output05_mean_squared_error: 18.3939 - output06_mean_squared_error: 18.9648 - output07_mean_squared_error: 21.3134 - output08_mean_squared_error: 14.0122 - output09_mean_squared_error: 19.0905 - output10_mean_squared_error: 19.0681 - output11_mean_squared_error: 20.7568 - output12_mean_squared_error: 16.5365 - output13_mean_squared_error: 24.7843 - output14_mean_squared_error: 17.3385 - output15_mean_squared_error: 27.0659 - output16_mean_squared_error: 20.7408 - output17_mean_squared_error: 21.3857 - output18_mean_squared_error: 14.1321 - output19_mean_squared_error: 10.0044 - output20_mean_squared_error: 11.5258 - output21_mean_squared_error: 29.3588 - output22_mean_squared_error: 22.2320 - output23_mean_squared_error: 15.3881 - output24_mean_squared_error: 21.2910 - output25_mean_squared_error: 27.7663 - output26_mean_squared_error: 14.5433 - output27_mean_squared_error: 28.3787 - output28_mean_squared_error: 19.8567 - output29_mean_squared_error: 25.5824 Epoch 1900/2000 121/121 [==============================] - 0s 1ms/step - loss: 603.1100 - output00_loss: 12.3886 - output01_loss: 13.0109 - output02_loss: 21.0721 - output03_loss: 32.0632 - output04_loss: 25.0776 - output05_loss: 18.3938 - output06_loss: 18.9632 - output07_loss: 21.3122 - output08_loss: 14.0120 - output09_loss: 19.0905 - output10_loss: 19.0681 - output11_loss: 20.7568 - output12_loss: 16.5364 - output13_loss: 24.7836 - output14_loss: 17.3377 - output15_loss: 27.0647 - output16_loss: 20.7408 - output17_loss: 21.3851 - output18_loss: 14.1321 - output19_loss: 10.0033 - output20_loss: 11.5249 - output21_loss: 29.3585 - output22_loss: 22.2319 - output23_loss: 15.3881 - output24_loss: 21.2908 - output25_loss: 27.7663 - output26_loss: 14.5433 - output27_loss: 28.3785 - output28_loss: 19.8553 - output29_loss: 25.5797 - output00_mean_squared_error: 12.3886 - output01_mean_squared_error: 13.0109 - output02_mean_squared_error: 21.0721 - output03_mean_squared_error: 32.0632 - output04_mean_squared_error: 25.0776 - output05_mean_squared_error: 18.3938 - output06_mean_squared_error: 18.9632 - output07_mean_squared_error: 21.3122 - output08_mean_squared_error: 14.0120 - output09_mean_squared_error: 19.0905 - output10_mean_squared_error: 19.0681 - output11_mean_squared_error: 20.7568 - output12_mean_squared_error: 16.5364 - output13_mean_squared_error: 24.7836 - output14_mean_squared_error: 17.3377 - output15_mean_squared_error: 27.0647 - output16_mean_squared_error: 20.7408 - output17_mean_squared_error: 21.3851 - output18_mean_squared_error: 14.1321 - output19_mean_squared_error: 10.0033 - output20_mean_squared_error: 11.5249 - output21_mean_squared_error: 29.3585 - output22_mean_squared_error: 22.2319 - output23_mean_squared_error: 15.3881 - output24_mean_squared_error: 21.2908 - output25_mean_squared_error: 27.7663 - output26_mean_squared_error: 14.5433 - output27_mean_squared_error: 28.3785 - output28_mean_squared_error: 19.8553 - output29_mean_squared_error: 25.5797 Epoch 1901/2000 121/121 [==============================] - 0s 1ms/step - loss: 603.0930 - output00_loss: 12.3886 - output01_loss: 13.0100 - output02_loss: 21.0713 - output03_loss: 32.0630 - output04_loss: 25.0759 - output05_loss: 18.3938 - output06_loss: 18.9616 - output07_loss: 21.3111 - output08_loss: 14.0118 - output09_loss: 19.0904 - output10_loss: 19.0681 - output11_loss: 20.7568 - output12_loss: 16.5362 - output13_loss: 24.7828 - output14_loss: 17.3370 - output15_loss: 27.0635 - output16_loss: 20.7408 - output17_loss: 21.3845 - output18_loss: 14.1321 - output19_loss: 10.0022 - output20_loss: 11.5239 - output21_loss: 29.3582 - output22_loss: 22.2319 - output23_loss: 15.3881 - output24_loss: 21.2907 - output25_loss: 27.7662 - output26_loss: 14.5432 - output27_loss: 28.3783 - output28_loss: 19.8538 - output29_loss: 25.5771 - output00_mean_squared_error: 12.3886 - output01_mean_squared_error: 13.0100 - output02_mean_squared_error: 21.0713 - output03_mean_squared_error: 32.0630 - output04_mean_squared_error: 25.0759 - output05_mean_squared_error: 18.3938 - output06_mean_squared_error: 18.9616 - output07_mean_squared_error: 21.3111 - output08_mean_squared_error: 14.0118 - output09_mean_squared_error: 19.0904 - output10_mean_squared_error: 19.0681 - output11_mean_squared_error: 20.7568 - output12_mean_squared_error: 16.5362 - output13_mean_squared_error: 24.7828 - output14_mean_squared_error: 17.3370 - output15_mean_squared_error: 27.0635 - output16_mean_squared_error: 20.7408 - output17_mean_squared_error: 21.3845 - output18_mean_squared_error: 14.1321 - output19_mean_squared_error: 10.0022 - output20_mean_squared_error: 11.5239 - output21_mean_squared_error: 29.3582 - output22_mean_squared_error: 22.2319 - output23_mean_squared_error: 15.3881 - output24_mean_squared_error: 21.2907 - output25_mean_squared_error: 27.7662 - output26_mean_squared_error: 14.5432 - output27_mean_squared_error: 28.3783 - output28_mean_squared_error: 19.8538 - output29_mean_squared_error: 25.5771 Epoch 1902/2000 121/121 [==============================] - 0s 788us/step - loss: 603.0760 - output00_loss: 12.3886 - output01_loss: 13.0092 - output02_loss: 21.0705 - output03_loss: 32.0629 - output04_loss: 25.0742 - output05_loss: 18.3937 - output06_loss: 18.9599 - output07_loss: 21.3099 - output08_loss: 14.0117 - output09_loss: 19.0903 - output10_loss: 19.0681 - output11_loss: 20.7568 - output12_loss: 16.5361 - output13_loss: 24.7821 - output14_loss: 17.3362 - output15_loss: 27.0623 - output16_loss: 20.7408 - output17_loss: 21.3840 - output18_loss: 14.1321 - output19_loss: 10.0011 - output20_loss: 11.5230 - output21_loss: 29.3578 - output22_loss: 22.2318 - output23_loss: 15.3881 - output24_loss: 21.2905 - output25_loss: 27.7662 - output26_loss: 14.5432 - output27_loss: 28.3781 - output28_loss: 19.8523 - output29_loss: 25.5744 - output00_mean_squared_error: 12.3886 - output01_mean_squared_error: 13.0092 - output02_mean_squared_error: 21.0705 - output03_mean_squared_error: 32.0629 - output04_mean_squared_error: 25.0742 - output05_mean_squared_error: 18.3937 - output06_mean_squared_error: 18.9599 - output07_mean_squared_error: 21.3099 - output08_mean_squared_error: 14.0117 - output09_mean_squared_error: 19.0903 - output10_mean_squared_error: 19.0681 - output11_mean_squared_error: 20.7568 - output12_mean_squared_error: 16.5361 - output13_mean_squared_error: 24.7821 - output14_mean_squared_error: 17.3362 - output15_mean_squared_error: 27.0623 - output16_mean_squared_error: 20.7408 - output17_mean_squared_error: 21.3840 - output18_mean_squared_error: 14.1321 - output19_mean_squared_error: 10.0011 - output20_mean_squared_error: 11.5230 - output21_mean_squared_error: 29.3578 - output22_mean_squared_error: 22.2318 - output23_mean_squared_error: 15.3881 - output24_mean_squared_error: 21.2905 - output25_mean_squared_error: 27.7662 - output26_mean_squared_error: 14.5432 - output27_mean_squared_error: 28.3781 - output28_mean_squared_error: 19.8523 - output29_mean_squared_error: 25.5744 Epoch 1903/2000 121/121 [==============================] - 0s 1ms/step - loss: 603.0588 - output00_loss: 12.3886 - output01_loss: 13.0083 - output02_loss: 21.0697 - output03_loss: 32.0627 - output04_loss: 25.0725 - output05_loss: 18.3937 - output06_loss: 18.9583 - output07_loss: 21.3087 - output08_loss: 14.0115 - output09_loss: 19.0903 - output10_loss: 19.0680 - output11_loss: 20.7568 - output12_loss: 16.5360 - output13_loss: 24.7814 - output14_loss: 17.3354 - output15_loss: 27.0611 - output16_loss: 20.7408 - output17_loss: 21.3834 - output18_loss: 14.1321 - output19_loss: 10.0000 - output20_loss: 11.5220 - output21_loss: 29.3575 - output22_loss: 22.2318 - output23_loss: 15.3881 - output24_loss: 21.2904 - output25_loss: 27.7662 - output26_loss: 14.5432 - output27_loss: 28.3779 - output28_loss: 19.8508 - output29_loss: 25.5718 - output00_mean_squared_error: 12.3886 - output01_mean_squared_error: 13.0083 - output02_mean_squared_error: 21.0697 - output03_mean_squared_error: 32.0627 - output04_mean_squared_error: 25.0725 - output05_mean_squared_error: 18.3937 - output06_mean_squared_error: 18.9583 - output07_mean_squared_error: 21.3087 - output08_mean_squared_error: 14.0115 - output09_mean_squared_error: 19.0903 - output10_mean_squared_error: 19.0680 - output11_mean_squared_error: 20.7568 - output12_mean_squared_error: 16.5360 - output13_mean_squared_error: 24.7814 - output14_mean_squared_error: 17.3354 - output15_mean_squared_error: 27.0611 - output16_mean_squared_error: 20.7408 - output17_mean_squared_error: 21.3834 - output18_mean_squared_error: 14.1321 - output19_mean_squared_error: 10.0000 - output20_mean_squared_error: 11.5220 - output21_mean_squared_error: 29.3575 - output22_mean_squared_error: 22.2318 - output23_mean_squared_error: 15.3881 - output24_mean_squared_error: 21.2904 - output25_mean_squared_error: 27.7662 - output26_mean_squared_error: 14.5432 - output27_mean_squared_error: 28.3779 - output28_mean_squared_error: 19.8508 - output29_mean_squared_error: 25.5718 Epoch 1904/2000 121/121 [==============================] - 0s 1ms/step - loss: 603.0419 - output00_loss: 12.3886 - output01_loss: 13.0075 - output02_loss: 21.0689 - output03_loss: 32.0625 - output04_loss: 25.0708 - output05_loss: 18.3936 - output06_loss: 18.9567 - output07_loss: 21.3076 - output08_loss: 14.0114 - output09_loss: 19.0902 - output10_loss: 19.0680 - output11_loss: 20.7568 - output12_loss: 16.5359 - output13_loss: 24.7807 - output14_loss: 17.3346 - output15_loss: 27.0599 - output16_loss: 20.7408 - output17_loss: 21.3828 - output18_loss: 14.1321 - output19_loss: 9.9989 - output20_loss: 11.5211 - output21_loss: 29.3572 - output22_loss: 22.2317 - output23_loss: 15.3881 - output24_loss: 21.2902 - output25_loss: 27.7661 - output26_loss: 14.5432 - output27_loss: 28.3777 - output28_loss: 19.8493 - output29_loss: 25.5691 - output00_mean_squared_error: 12.3886 - output01_mean_squared_error: 13.0075 - output02_mean_squared_error: 21.0689 - output03_mean_squared_error: 32.0625 - output04_mean_squared_error: 25.0708 - output05_mean_squared_error: 18.3936 - output06_mean_squared_error: 18.9567 - output07_mean_squared_error: 21.3076 - output08_mean_squared_error: 14.0114 - output09_mean_squared_error: 19.0902 - output10_mean_squared_error: 19.0680 - output11_mean_squared_error: 20.7568 - output12_mean_squared_error: 16.5359 - output13_mean_squared_error: 24.7807 - output14_mean_squared_error: 17.3346 - output15_mean_squared_error: 27.0599 - output16_mean_squared_error: 20.7408 - output17_mean_squared_error: 21.3828 - output18_mean_squared_error: 14.1321 - output19_mean_squared_error: 9.9989 - output20_mean_squared_error: 11.5211 - output21_mean_squared_error: 29.3572 - output22_mean_squared_error: 22.2317 - output23_mean_squared_error: 15.3881 - output24_mean_squared_error: 21.2902 - output25_mean_squared_error: 27.7661 - output26_mean_squared_error: 14.5432 - output27_mean_squared_error: 28.3777 - output28_mean_squared_error: 19.8493 - output29_mean_squared_error: 25.5691 Epoch 1905/2000 121/121 [==============================] - 0s 821us/step - loss: 603.0250 - output00_loss: 12.3886 - output01_loss: 13.0066 - output02_loss: 21.0681 - output03_loss: 32.0624 - output04_loss: 25.0691 - output05_loss: 18.3936 - output06_loss: 18.9551 - output07_loss: 21.3064 - output08_loss: 14.0112 - output09_loss: 19.0901 - output10_loss: 19.0680 - output11_loss: 20.7568 - output12_loss: 16.5357 - output13_loss: 24.7799 - output14_loss: 17.3338 - output15_loss: 27.0588 - output16_loss: 20.7408 - output17_loss: 21.3822 - output18_loss: 14.1321 - output19_loss: 9.9978 - output20_loss: 11.5202 - output21_loss: 29.3569 - output22_loss: 22.2316 - output23_loss: 15.3881 - output24_loss: 21.2900 - output25_loss: 27.7661 - output26_loss: 14.5432 - output27_loss: 28.3775 - output28_loss: 19.8478 - output29_loss: 25.5665 - output00_mean_squared_error: 12.3886 - output01_mean_squared_error: 13.0066 - output02_mean_squared_error: 21.0681 - output03_mean_squared_error: 32.0624 - output04_mean_squared_error: 25.0691 - output05_mean_squared_error: 18.3936 - output06_mean_squared_error: 18.9551 - output07_mean_squared_error: 21.3064 - output08_mean_squared_error: 14.0112 - output09_mean_squared_error: 19.0901 - output10_mean_squared_error: 19.0680 - output11_mean_squared_error: 20.7568 - output12_mean_squared_error: 16.5357 - output13_mean_squared_error: 24.7799 - output14_mean_squared_error: 17.3338 - output15_mean_squared_error: 27.0588 - output16_mean_squared_error: 20.7408 - output17_mean_squared_error: 21.3822 - output18_mean_squared_error: 14.1321 - output19_mean_squared_error: 9.9978 - output20_mean_squared_error: 11.5202 - output21_mean_squared_error: 29.3569 - output22_mean_squared_error: 22.2316 - output23_mean_squared_error: 15.3881 - output24_mean_squared_error: 21.2900 - output25_mean_squared_error: 27.7661 - output26_mean_squared_error: 14.5432 - output27_mean_squared_error: 28.3775 - output28_mean_squared_error: 19.8478 - output29_mean_squared_error: 25.5665 Epoch 1906/2000 121/121 [==============================] - 0s 1ms/step - loss: 603.0081 - output00_loss: 12.3886 - output01_loss: 13.0057 - output02_loss: 21.0673 - output03_loss: 32.0622 - output04_loss: 25.0674 - output05_loss: 18.3935 - output06_loss: 18.9535 - output07_loss: 21.3052 - output08_loss: 14.0110 - output09_loss: 19.0901 - output10_loss: 19.0680 - output11_loss: 20.7568 - output12_loss: 16.5356 - output13_loss: 24.7792 - output14_loss: 17.3330 - output15_loss: 27.0576 - output16_loss: 20.7408 - output17_loss: 21.3816 - output18_loss: 14.1321 - output19_loss: 9.9967 - output20_loss: 11.5192 - output21_loss: 29.3566 - output22_loss: 22.2316 - output23_loss: 15.3881 - output24_loss: 21.2899 - output25_loss: 27.7661 - output26_loss: 14.5432 - output27_loss: 28.3773 - output28_loss: 19.8463 - output29_loss: 25.5639 - output00_mean_squared_error: 12.3886 - output01_mean_squared_error: 13.0057 - output02_mean_squared_error: 21.0673 - output03_mean_squared_error: 32.0622 - output04_mean_squared_error: 25.0674 - output05_mean_squared_error: 18.3935 - output06_mean_squared_error: 18.9535 - output07_mean_squared_error: 21.3052 - output08_mean_squared_error: 14.0110 - output09_mean_squared_error: 19.0901 - output10_mean_squared_error: 19.0680 - output11_mean_squared_error: 20.7568 - output12_mean_squared_error: 16.5356 - output13_mean_squared_error: 24.7792 - output14_mean_squared_error: 17.3330 - output15_mean_squared_error: 27.0576 - output16_mean_squared_error: 20.7408 - output17_mean_squared_error: 21.3816 - output18_mean_squared_error: 14.1321 - output19_mean_squared_error: 9.9967 - output20_mean_squared_error: 11.5192 - output21_mean_squared_error: 29.3566 - output22_mean_squared_error: 22.2316 - output23_mean_squared_error: 15.3881 - output24_mean_squared_error: 21.2899 - output25_mean_squared_error: 27.7661 - output26_mean_squared_error: 14.5432 - output27_mean_squared_error: 28.3773 - output28_mean_squared_error: 19.8463 - output29_mean_squared_error: 25.5639 Epoch 1907/2000 121/121 [==============================] - 0s 759us/step - loss: 602.9911 - output00_loss: 12.3886 - output01_loss: 13.0049 - output02_loss: 21.0665 - output03_loss: 32.0620 - output04_loss: 25.0656 - output05_loss: 18.3934 - output06_loss: 18.9518 - output07_loss: 21.3041 - output08_loss: 14.0109 - output09_loss: 19.0900 - output10_loss: 19.0679 - output11_loss: 20.7568 - output12_loss: 16.5355 - output13_loss: 24.7785 - output14_loss: 17.3322 - output15_loss: 27.0564 - output16_loss: 20.7408 - output17_loss: 21.3810 - output18_loss: 14.1321 - output19_loss: 9.9956 - output20_loss: 11.5183 - output21_loss: 29.3563 - output22_loss: 22.2315 - output23_loss: 15.3881 - output24_loss: 21.2897 - output25_loss: 27.7660 - output26_loss: 14.5432 - output27_loss: 28.3771 - output28_loss: 19.8449 - output29_loss: 25.5612 - output00_mean_squared_error: 12.3886 - output01_mean_squared_error: 13.0049 - output02_mean_squared_error: 21.0665 - output03_mean_squared_error: 32.0620 - output04_mean_squared_error: 25.0656 - output05_mean_squared_error: 18.3934 - output06_mean_squared_error: 18.9518 - output07_mean_squared_error: 21.3041 - output08_mean_squared_error: 14.0109 - output09_mean_squared_error: 19.0900 - output10_mean_squared_error: 19.0679 - output11_mean_squared_error: 20.7568 - output12_mean_squared_error: 16.5355 - output13_mean_squared_error: 24.7785 - output14_mean_squared_error: 17.3322 - output15_mean_squared_error: 27.0564 - output16_mean_squared_error: 20.7408 - output17_mean_squared_error: 21.3810 - output18_mean_squared_error: 14.1321 - output19_mean_squared_error: 9.9956 - output20_mean_squared_error: 11.5183 - output21_mean_squared_error: 29.3563 - output22_mean_squared_error: 22.2315 - output23_mean_squared_error: 15.3881 - output24_mean_squared_error: 21.2897 - output25_mean_squared_error: 27.7660 - output26_mean_squared_error: 14.5432 - output27_mean_squared_error: 28.3771 - output28_mean_squared_error: 19.8449 - output29_mean_squared_error: 25.5612 Epoch 1908/2000 121/121 [==============================] - 0s 921us/step - loss: 602.9743 - output00_loss: 12.3886 - output01_loss: 13.0040 - output02_loss: 21.0657 - output03_loss: 32.0619 - output04_loss: 25.0639 - output05_loss: 18.3934 - output06_loss: 18.9502 - output07_loss: 21.3029 - output08_loss: 14.0107 - output09_loss: 19.0899 - output10_loss: 19.0679 - output11_loss: 20.7568 - output12_loss: 16.5354 - output13_loss: 24.7778 - output14_loss: 17.3315 - output15_loss: 27.0552 - output16_loss: 20.7408 - output17_loss: 21.3804 - output18_loss: 14.1321 - output19_loss: 9.9945 - output20_loss: 11.5174 - output21_loss: 29.3560 - output22_loss: 22.2315 - output23_loss: 15.3881 - output24_loss: 21.2896 - output25_loss: 27.7660 - output26_loss: 14.5432 - output27_loss: 28.3769 - output28_loss: 19.8434 - output29_loss: 25.5586 - output00_mean_squared_error: 12.3886 - output01_mean_squared_error: 13.0040 - output02_mean_squared_error: 21.0657 - output03_mean_squared_error: 32.0619 - output04_mean_squared_error: 25.0639 - output05_mean_squared_error: 18.3934 - output06_mean_squared_error: 18.9502 - output07_mean_squared_error: 21.3029 - output08_mean_squared_error: 14.0107 - output09_mean_squared_error: 19.0899 - output10_mean_squared_error: 19.0679 - output11_mean_squared_error: 20.7568 - output12_mean_squared_error: 16.5354 - output13_mean_squared_error: 24.7778 - output14_mean_squared_error: 17.3315 - output15_mean_squared_error: 27.0552 - output16_mean_squared_error: 20.7408 - output17_mean_squared_error: 21.3804 - output18_mean_squared_error: 14.1321 - output19_mean_squared_error: 9.9945 - output20_mean_squared_error: 11.5174 - output21_mean_squared_error: 29.3560 - output22_mean_squared_error: 22.2315 - output23_mean_squared_error: 15.3881 - output24_mean_squared_error: 21.2896 - output25_mean_squared_error: 27.7660 - output26_mean_squared_error: 14.5432 - output27_mean_squared_error: 28.3769 - output28_mean_squared_error: 19.8434 - output29_mean_squared_error: 25.5586 Epoch 1909/2000 121/121 [==============================] - 0s 898us/step - loss: 602.9574 - output00_loss: 12.3886 - output01_loss: 13.0032 - output02_loss: 21.0650 - output03_loss: 32.0617 - output04_loss: 25.0623 - output05_loss: 18.3933 - output06_loss: 18.9486 - output07_loss: 21.3018 - output08_loss: 14.0106 - output09_loss: 19.0899 - output10_loss: 19.0679 - output11_loss: 20.7568 - output12_loss: 16.5353 - output13_loss: 24.7771 - output14_loss: 17.3307 - output15_loss: 27.0540 - output16_loss: 20.7408 - output17_loss: 21.3798 - output18_loss: 14.1321 - output19_loss: 9.9934 - output20_loss: 11.5164 - output21_loss: 29.3557 - output22_loss: 22.2314 - output23_loss: 15.3881 - output24_loss: 21.2894 - output25_loss: 27.7659 - output26_loss: 14.5432 - output27_loss: 28.3767 - output28_loss: 19.8419 - output29_loss: 25.5560 - output00_mean_squared_error: 12.3886 - output01_mean_squared_error: 13.0032 - output02_mean_squared_error: 21.0650 - output03_mean_squared_error: 32.0617 - output04_mean_squared_error: 25.0623 - output05_mean_squared_error: 18.3933 - output06_mean_squared_error: 18.9486 - output07_mean_squared_error: 21.3018 - output08_mean_squared_error: 14.0106 - output09_mean_squared_error: 19.0899 - output10_mean_squared_error: 19.0679 - output11_mean_squared_error: 20.7568 - output12_mean_squared_error: 16.5353 - output13_mean_squared_error: 24.7771 - output14_mean_squared_error: 17.3307 - output15_mean_squared_error: 27.0540 - output16_mean_squared_error: 20.7408 - output17_mean_squared_error: 21.3798 - output18_mean_squared_error: 14.1321 - output19_mean_squared_error: 9.9934 - output20_mean_squared_error: 11.5164 - output21_mean_squared_error: 29.3557 - output22_mean_squared_error: 22.2314 - output23_mean_squared_error: 15.3881 - output24_mean_squared_error: 21.2894 - output25_mean_squared_error: 27.7659 - output26_mean_squared_error: 14.5432 - output27_mean_squared_error: 28.3767 - output28_mean_squared_error: 19.8419 - output29_mean_squared_error: 25.5560 Epoch 1910/2000 121/121 [==============================] - 0s 809us/step - loss: 602.9407 - output00_loss: 12.3886 - output01_loss: 13.0023 - output02_loss: 21.0642 - output03_loss: 32.0615 - output04_loss: 25.0606 - output05_loss: 18.3933 - output06_loss: 18.9470 - output07_loss: 21.3006 - output08_loss: 14.0104 - output09_loss: 19.0898 - output10_loss: 19.0679 - output11_loss: 20.7568 - output12_loss: 16.5351 - output13_loss: 24.7764 - output14_loss: 17.3299 - output15_loss: 27.0529 - output16_loss: 20.7408 - output17_loss: 21.3792 - output18_loss: 14.1320 - output19_loss: 9.9923 - output20_loss: 11.5155 - output21_loss: 29.3554 - output22_loss: 22.2314 - output23_loss: 15.3881 - output24_loss: 21.2893 - output25_loss: 27.7659 - output26_loss: 14.5432 - output27_loss: 28.3765 - output28_loss: 19.8405 - output29_loss: 25.5534 - output00_mean_squared_error: 12.3886 - output01_mean_squared_error: 13.0023 - output02_mean_squared_error: 21.0642 - output03_mean_squared_error: 32.0615 - output04_mean_squared_error: 25.0606 - output05_mean_squared_error: 18.3933 - output06_mean_squared_error: 18.9470 - output07_mean_squared_error: 21.3006 - output08_mean_squared_error: 14.0104 - output09_mean_squared_error: 19.0898 - output10_mean_squared_error: 19.0679 - output11_mean_squared_error: 20.7568 - output12_mean_squared_error: 16.5351 - output13_mean_squared_error: 24.7764 - output14_mean_squared_error: 17.3299 - output15_mean_squared_error: 27.0529 - output16_mean_squared_error: 20.7408 - output17_mean_squared_error: 21.3792 - output18_mean_squared_error: 14.1320 - output19_mean_squared_error: 9.9923 - output20_mean_squared_error: 11.5155 - output21_mean_squared_error: 29.3554 - output22_mean_squared_error: 22.2314 - output23_mean_squared_error: 15.3881 - output24_mean_squared_error: 21.2893 - output25_mean_squared_error: 27.7659 - output26_mean_squared_error: 14.5432 - output27_mean_squared_error: 28.3765 - output28_mean_squared_error: 19.8405 - output29_mean_squared_error: 25.5534 Epoch 1911/2000 121/121 [==============================] - 0s 984us/step - loss: 602.9240 - output00_loss: 12.3886 - output01_loss: 13.0014 - output02_loss: 21.0634 - output03_loss: 32.0614 - output04_loss: 25.0589 - output05_loss: 18.3932 - output06_loss: 18.9454 - output07_loss: 21.2995 - output08_loss: 14.0102 - output09_loss: 19.0898 - output10_loss: 19.0678 - output11_loss: 20.7568 - output12_loss: 16.5350 - output13_loss: 24.7757 - output14_loss: 17.3291 - output15_loss: 27.0517 - output16_loss: 20.7408 - output17_loss: 21.3786 - output18_loss: 14.1320 - output19_loss: 9.9913 - output20_loss: 11.5146 - output21_loss: 29.3551 - output22_loss: 22.2313 - output23_loss: 15.3881 - output24_loss: 21.2891 - output25_loss: 27.7659 - output26_loss: 14.5432 - output27_loss: 28.3763 - output28_loss: 19.8390 - output29_loss: 25.5508 - output00_mean_squared_error: 12.3886 - output01_mean_squared_error: 13.0014 - output02_mean_squared_error: 21.0634 - output03_mean_squared_error: 32.0614 - output04_mean_squared_error: 25.0589 - output05_mean_squared_error: 18.3932 - output06_mean_squared_error: 18.9454 - output07_mean_squared_error: 21.2995 - output08_mean_squared_error: 14.0102 - output09_mean_squared_error: 19.0898 - output10_mean_squared_error: 19.0678 - output11_mean_squared_error: 20.7568 - output12_mean_squared_error: 16.5350 - output13_mean_squared_error: 24.7757 - output14_mean_squared_error: 17.3291 - output15_mean_squared_error: 27.0517 - output16_mean_squared_error: 20.7408 - output17_mean_squared_error: 21.3786 - output18_mean_squared_error: 14.1320 - output19_mean_squared_error: 9.9913 - output20_mean_squared_error: 11.5146 - output21_mean_squared_error: 29.3551 - output22_mean_squared_error: 22.2313 - output23_mean_squared_error: 15.3881 - output24_mean_squared_error: 21.2891 - output25_mean_squared_error: 27.7659 - output26_mean_squared_error: 14.5432 - output27_mean_squared_error: 28.3763 - output28_mean_squared_error: 19.8390 - output29_mean_squared_error: 25.5508 Epoch 1912/2000 121/121 [==============================] - 0s 1ms/step - loss: 602.9072 - output00_loss: 12.3886 - output01_loss: 13.0006 - output02_loss: 21.0626 - output03_loss: 32.0612 - output04_loss: 25.0572 - output05_loss: 18.3932 - output06_loss: 18.9438 - output07_loss: 21.2983 - output08_loss: 14.0101 - output09_loss: 19.0897 - output10_loss: 19.0678 - output11_loss: 20.7568 - output12_loss: 16.5349 - output13_loss: 24.7749 - output14_loss: 17.3284 - output15_loss: 27.0505 - output16_loss: 20.7408 - output17_loss: 21.3780 - output18_loss: 14.1320 - output19_loss: 9.9902 - output20_loss: 11.5136 - output21_loss: 29.3547 - output22_loss: 22.2313 - output23_loss: 15.3880 - output24_loss: 21.2890 - output25_loss: 27.7658 - output26_loss: 14.5432 - output27_loss: 28.3761 - output28_loss: 19.8375 - output29_loss: 25.5481 - output00_mean_squared_error: 12.3886 - output01_mean_squared_error: 13.0006 - output02_mean_squared_error: 21.0626 - output03_mean_squared_error: 32.0612 - output04_mean_squared_error: 25.0572 - output05_mean_squared_error: 18.3932 - output06_mean_squared_error: 18.9438 - output07_mean_squared_error: 21.2983 - output08_mean_squared_error: 14.0101 - output09_mean_squared_error: 19.0897 - output10_mean_squared_error: 19.0678 - output11_mean_squared_error: 20.7568 - output12_mean_squared_error: 16.5349 - output13_mean_squared_error: 24.7749 - output14_mean_squared_error: 17.3284 - output15_mean_squared_error: 27.0505 - output16_mean_squared_error: 20.7408 - output17_mean_squared_error: 21.3780 - output18_mean_squared_error: 14.1320 - output19_mean_squared_error: 9.9902 - output20_mean_squared_error: 11.5136 - output21_mean_squared_error: 29.3547 - output22_mean_squared_error: 22.2313 - output23_mean_squared_error: 15.3880 - output24_mean_squared_error: 21.2890 - output25_mean_squared_error: 27.7658 - output26_mean_squared_error: 14.5432 - output27_mean_squared_error: 28.3761 - output28_mean_squared_error: 19.8375 - output29_mean_squared_error: 25.5481 Epoch 1913/2000 121/121 [==============================] - 0s 798us/step - loss: 602.8905 - output00_loss: 12.3886 - output01_loss: 12.9997 - output02_loss: 21.0618 - output03_loss: 32.0611 - output04_loss: 25.0555 - output05_loss: 18.3931 - output06_loss: 18.9422 - output07_loss: 21.2972 - output08_loss: 14.0099 - output09_loss: 19.0896 - output10_loss: 19.0678 - output11_loss: 20.7568 - output12_loss: 16.5348 - output13_loss: 24.7742 - output14_loss: 17.3276 - output15_loss: 27.0494 - output16_loss: 20.7408 - output17_loss: 21.3775 - output18_loss: 14.1320 - output19_loss: 9.9891 - output20_loss: 11.5127 - output21_loss: 29.3544 - output22_loss: 22.2312 - output23_loss: 15.3880 - output24_loss: 21.2888 - output25_loss: 27.7658 - output26_loss: 14.5432 - output27_loss: 28.3759 - output28_loss: 19.8361 - output29_loss: 25.5455 - output00_mean_squared_error: 12.3886 - output01_mean_squared_error: 12.9997 - output02_mean_squared_error: 21.0618 - output03_mean_squared_error: 32.0611 - output04_mean_squared_error: 25.0555 - output05_mean_squared_error: 18.3931 - output06_mean_squared_error: 18.9422 - output07_mean_squared_error: 21.2972 - output08_mean_squared_error: 14.0099 - output09_mean_squared_error: 19.0896 - output10_mean_squared_error: 19.0678 - output11_mean_squared_error: 20.7568 - output12_mean_squared_error: 16.5348 - output13_mean_squared_error: 24.7742 - output14_mean_squared_error: 17.3276 - output15_mean_squared_error: 27.0494 - output16_mean_squared_error: 20.7408 - output17_mean_squared_error: 21.3775 - output18_mean_squared_error: 14.1320 - output19_mean_squared_error: 9.9891 - output20_mean_squared_error: 11.5127 - output21_mean_squared_error: 29.3544 - output22_mean_squared_error: 22.2312 - output23_mean_squared_error: 15.3880 - output24_mean_squared_error: 21.2888 - output25_mean_squared_error: 27.7658 - output26_mean_squared_error: 14.5432 - output27_mean_squared_error: 28.3759 - output28_mean_squared_error: 19.8361 - output29_mean_squared_error: 25.5455 Epoch 1914/2000 121/121 [==============================] - 0s 870us/step - loss: 602.8738 - output00_loss: 12.3886 - output01_loss: 12.9989 - output02_loss: 21.0611 - output03_loss: 32.0609 - output04_loss: 25.0538 - output05_loss: 18.3931 - output06_loss: 18.9406 - output07_loss: 21.2961 - output08_loss: 14.0098 - output09_loss: 19.0896 - output10_loss: 19.0678 - output11_loss: 20.7568 - output12_loss: 16.5347 - output13_loss: 24.7735 - output14_loss: 17.3268 - output15_loss: 27.0482 - output16_loss: 20.7408 - output17_loss: 21.3769 - output18_loss: 14.1320 - output19_loss: 9.9880 - output20_loss: 11.5118 - output21_loss: 29.3541 - output22_loss: 22.2312 - output23_loss: 15.3880 - output24_loss: 21.2887 - output25_loss: 27.7658 - output26_loss: 14.5432 - output27_loss: 28.3757 - output28_loss: 19.8346 - output29_loss: 25.5429 - output00_mean_squared_error: 12.3886 - output01_mean_squared_error: 12.9989 - output02_mean_squared_error: 21.0611 - output03_mean_squared_error: 32.0609 - output04_mean_squared_error: 25.0538 - output05_mean_squared_error: 18.3931 - output06_mean_squared_error: 18.9406 - output07_mean_squared_error: 21.2961 - output08_mean_squared_error: 14.0098 - output09_mean_squared_error: 19.0896 - output10_mean_squared_error: 19.0678 - output11_mean_squared_error: 20.7568 - output12_mean_squared_error: 16.5347 - output13_mean_squared_error: 24.7735 - output14_mean_squared_error: 17.3268 - output15_mean_squared_error: 27.0482 - output16_mean_squared_error: 20.7408 - output17_mean_squared_error: 21.3769 - output18_mean_squared_error: 14.1320 - output19_mean_squared_error: 9.9880 - output20_mean_squared_error: 11.5118 - output21_mean_squared_error: 29.3541 - output22_mean_squared_error: 22.2312 - output23_mean_squared_error: 15.3880 - output24_mean_squared_error: 21.2887 - output25_mean_squared_error: 27.7658 - output26_mean_squared_error: 14.5432 - output27_mean_squared_error: 28.3757 - output28_mean_squared_error: 19.8346 - output29_mean_squared_error: 25.5429 Epoch 1915/2000 121/121 [==============================] - 0s 1ms/step - loss: 602.8571 - output00_loss: 12.3886 - output01_loss: 12.9980 - output02_loss: 21.0603 - output03_loss: 32.0607 - output04_loss: 25.0521 - output05_loss: 18.3930 - output06_loss: 18.9390 - output07_loss: 21.2949 - output08_loss: 14.0096 - output09_loss: 19.0895 - output10_loss: 19.0678 - output11_loss: 20.7568 - output12_loss: 16.5346 - output13_loss: 24.7728 - output14_loss: 17.3261 - output15_loss: 27.0470 - output16_loss: 20.7408 - output17_loss: 21.3763 - output18_loss: 14.1320 - output19_loss: 9.9869 - output20_loss: 11.5109 - output21_loss: 29.3538 - output22_loss: 22.2311 - output23_loss: 15.3880 - output24_loss: 21.2885 - output25_loss: 27.7657 - output26_loss: 14.5432 - output27_loss: 28.3755 - output28_loss: 19.8331 - output29_loss: 25.5403 - output00_mean_squared_error: 12.3886 - output01_mean_squared_error: 12.9980 - output02_mean_squared_error: 21.0603 - output03_mean_squared_error: 32.0607 - output04_mean_squared_error: 25.0521 - output05_mean_squared_error: 18.3930 - output06_mean_squared_error: 18.9390 - output07_mean_squared_error: 21.2949 - output08_mean_squared_error: 14.0096 - output09_mean_squared_error: 19.0895 - output10_mean_squared_error: 19.0678 - output11_mean_squared_error: 20.7568 - output12_mean_squared_error: 16.5346 - output13_mean_squared_error: 24.7728 - output14_mean_squared_error: 17.3261 - output15_mean_squared_error: 27.0470 - output16_mean_squared_error: 20.7408 - output17_mean_squared_error: 21.3763 - output18_mean_squared_error: 14.1320 - output19_mean_squared_error: 9.9869 - output20_mean_squared_error: 11.5109 - output21_mean_squared_error: 29.3538 - output22_mean_squared_error: 22.2311 - output23_mean_squared_error: 15.3880 - output24_mean_squared_error: 21.2885 - output25_mean_squared_error: 27.7657 - output26_mean_squared_error: 14.5432 - output27_mean_squared_error: 28.3755 - output28_mean_squared_error: 19.8331 - output29_mean_squared_error: 25.5403 Epoch 1916/2000 121/121 [==============================] - 0s 1ms/step - loss: 602.8405 - output00_loss: 12.3886 - output01_loss: 12.9972 - output02_loss: 21.0595 - output03_loss: 32.0606 - output04_loss: 25.0504 - output05_loss: 18.3930 - output06_loss: 18.9374 - output07_loss: 21.2938 - output08_loss: 14.0095 - output09_loss: 19.0894 - output10_loss: 19.0677 - output11_loss: 20.7568 - output12_loss: 16.5344 - output13_loss: 24.7721 - output14_loss: 17.3253 - output15_loss: 27.0459 - output16_loss: 20.7408 - output17_loss: 21.3757 - output18_loss: 14.1320 - output19_loss: 9.9858 - output20_loss: 11.5100 - output21_loss: 29.3535 - output22_loss: 22.2311 - output23_loss: 15.3880 - output24_loss: 21.2884 - output25_loss: 27.7657 - output26_loss: 14.5432 - output27_loss: 28.3753 - output28_loss: 19.8317 - output29_loss: 25.5377 - output00_mean_squared_error: 12.3886 - output01_mean_squared_error: 12.9972 - output02_mean_squared_error: 21.0595 - output03_mean_squared_error: 32.0606 - output04_mean_squared_error: 25.0504 - output05_mean_squared_error: 18.3930 - output06_mean_squared_error: 18.9374 - output07_mean_squared_error: 21.2938 - output08_mean_squared_error: 14.0095 - output09_mean_squared_error: 19.0894 - output10_mean_squared_error: 19.0677 - output11_mean_squared_error: 20.7568 - output12_mean_squared_error: 16.5344 - output13_mean_squared_error: 24.7721 - output14_mean_squared_error: 17.3253 - output15_mean_squared_error: 27.0459 - output16_mean_squared_error: 20.7408 - output17_mean_squared_error: 21.3757 - output18_mean_squared_error: 14.1320 - output19_mean_squared_error: 9.9858 - output20_mean_squared_error: 11.5100 - output21_mean_squared_error: 29.3535 - output22_mean_squared_error: 22.2311 - output23_mean_squared_error: 15.3880 - output24_mean_squared_error: 21.2884 - output25_mean_squared_error: 27.7657 - output26_mean_squared_error: 14.5432 - output27_mean_squared_error: 28.3753 - output28_mean_squared_error: 19.8317 - output29_mean_squared_error: 25.5377 Epoch 1917/2000 121/121 [==============================] - 0s 431us/step - loss: 602.8239 - output00_loss: 12.3886 - output01_loss: 12.9963 - output02_loss: 21.0587 - output03_loss: 32.0604 - output04_loss: 25.0488 - output05_loss: 18.3929 - output06_loss: 18.9358 - output07_loss: 21.2927 - output08_loss: 14.0093 - output09_loss: 19.0894 - output10_loss: 19.0677 - output11_loss: 20.7568 - output12_loss: 16.5343 - output13_loss: 24.7714 - output14_loss: 17.3245 - output15_loss: 27.0447 - output16_loss: 20.7408 - output17_loss: 21.3751 - output18_loss: 14.1320 - output19_loss: 9.9848 - output20_loss: 11.5090 - output21_loss: 29.3532 - output22_loss: 22.2310 - output23_loss: 15.3880 - output24_loss: 21.2882 - output25_loss: 27.7656 - output26_loss: 14.5432 - output27_loss: 28.3751 - output28_loss: 19.8302 - output29_loss: 25.5351 - output00_mean_squared_error: 12.3886 - output01_mean_squared_error: 12.9963 - output02_mean_squared_error: 21.0587 - output03_mean_squared_error: 32.0604 - output04_mean_squared_error: 25.0488 - output05_mean_squared_error: 18.3929 - output06_mean_squared_error: 18.9358 - output07_mean_squared_error: 21.2927 - output08_mean_squared_error: 14.0093 - output09_mean_squared_error: 19.0894 - output10_mean_squared_error: 19.0677 - output11_mean_squared_error: 20.7568 - output12_mean_squared_error: 16.5343 - output13_mean_squared_error: 24.7714 - output14_mean_squared_error: 17.3245 - output15_mean_squared_error: 27.0447 - output16_mean_squared_error: 20.7408 - output17_mean_squared_error: 21.3751 - output18_mean_squared_error: 14.1320 - output19_mean_squared_error: 9.9848 - output20_mean_squared_error: 11.5090 - output21_mean_squared_error: 29.3532 - output22_mean_squared_error: 22.2310 - output23_mean_squared_error: 15.3880 - output24_mean_squared_error: 21.2882 - output25_mean_squared_error: 27.7656 - output26_mean_squared_error: 14.5432 - output27_mean_squared_error: 28.3751 - output28_mean_squared_error: 19.8302 - output29_mean_squared_error: 25.5351 Epoch 1918/2000 121/121 [==============================] - 0s 750us/step - loss: 602.8074 - output00_loss: 12.3886 - output01_loss: 12.9955 - output02_loss: 21.0580 - output03_loss: 32.0603 - output04_loss: 25.0471 - output05_loss: 18.3929 - output06_loss: 18.9342 - output07_loss: 21.2915 - output08_loss: 14.0092 - output09_loss: 19.0893 - output10_loss: 19.0677 - output11_loss: 20.7568 - output12_loss: 16.5342 - output13_loss: 24.7707 - output14_loss: 17.3238 - output15_loss: 27.0436 - output16_loss: 20.7408 - output17_loss: 21.3745 - output18_loss: 14.1320 - output19_loss: 9.9837 - output20_loss: 11.5081 - output21_loss: 29.3529 - output22_loss: 22.2309 - output23_loss: 15.3880 - output24_loss: 21.2881 - output25_loss: 27.7656 - output26_loss: 14.5432 - output27_loss: 28.3749 - output28_loss: 19.8288 - output29_loss: 25.5325 - output00_mean_squared_error: 12.3886 - output01_mean_squared_error: 12.9955 - output02_mean_squared_error: 21.0580 - output03_mean_squared_error: 32.0603 - output04_mean_squared_error: 25.0471 - output05_mean_squared_error: 18.3929 - output06_mean_squared_error: 18.9342 - output07_mean_squared_error: 21.2915 - output08_mean_squared_error: 14.0092 - output09_mean_squared_error: 19.0893 - output10_mean_squared_error: 19.0677 - output11_mean_squared_error: 20.7568 - output12_mean_squared_error: 16.5342 - output13_mean_squared_error: 24.7707 - output14_mean_squared_error: 17.3238 - output15_mean_squared_error: 27.0436 - output16_mean_squared_error: 20.7408 - output17_mean_squared_error: 21.3745 - output18_mean_squared_error: 14.1320 - output19_mean_squared_error: 9.9837 - output20_mean_squared_error: 11.5081 - output21_mean_squared_error: 29.3529 - output22_mean_squared_error: 22.2309 - output23_mean_squared_error: 15.3880 - output24_mean_squared_error: 21.2881 - output25_mean_squared_error: 27.7656 - output26_mean_squared_error: 14.5432 - output27_mean_squared_error: 28.3749 - output28_mean_squared_error: 19.8288 - output29_mean_squared_error: 25.5325 Epoch 1919/2000 121/121 [==============================] - 0s 1ms/step - loss: 602.7908 - output00_loss: 12.3886 - output01_loss: 12.9947 - output02_loss: 21.0572 - output03_loss: 32.0601 - output04_loss: 25.0454 - output05_loss: 18.3928 - output06_loss: 18.9327 - output07_loss: 21.2904 - output08_loss: 14.0090 - output09_loss: 19.0893 - output10_loss: 19.0677 - output11_loss: 20.7568 - output12_loss: 16.5341 - output13_loss: 24.7700 - output14_loss: 17.3230 - output15_loss: 27.0424 - output16_loss: 20.7408 - output17_loss: 21.3740 - output18_loss: 14.1320 - output19_loss: 9.9826 - output20_loss: 11.5072 - output21_loss: 29.3526 - output22_loss: 22.2309 - output23_loss: 15.3880 - output24_loss: 21.2879 - output25_loss: 27.7656 - output26_loss: 14.5432 - output27_loss: 28.3747 - output28_loss: 19.8273 - output29_loss: 25.5300 - output00_mean_squared_error: 12.3886 - output01_mean_squared_error: 12.9947 - output02_mean_squared_error: 21.0572 - output03_mean_squared_error: 32.0601 - output04_mean_squared_error: 25.0454 - output05_mean_squared_error: 18.3928 - output06_mean_squared_error: 18.9327 - output07_mean_squared_error: 21.2904 - output08_mean_squared_error: 14.0090 - output09_mean_squared_error: 19.0893 - output10_mean_squared_error: 19.0677 - output11_mean_squared_error: 20.7568 - output12_mean_squared_error: 16.5341 - output13_mean_squared_error: 24.7700 - output14_mean_squared_error: 17.3230 - output15_mean_squared_error: 27.0424 - output16_mean_squared_error: 20.7408 - output17_mean_squared_error: 21.3740 - output18_mean_squared_error: 14.1320 - output19_mean_squared_error: 9.9826 - output20_mean_squared_error: 11.5072 - output21_mean_squared_error: 29.3526 - output22_mean_squared_error: 22.2309 - output23_mean_squared_error: 15.3880 - output24_mean_squared_error: 21.2879 - output25_mean_squared_error: 27.7656 - output26_mean_squared_error: 14.5432 - output27_mean_squared_error: 28.3747 - output28_mean_squared_error: 19.8273 - output29_mean_squared_error: 25.5300 Epoch 1920/2000 121/121 [==============================] - 0s 881us/step - loss: 602.7742 - output00_loss: 12.3886 - output01_loss: 12.9938 - output02_loss: 21.0564 - output03_loss: 32.0599 - output04_loss: 25.0437 - output05_loss: 18.3928 - output06_loss: 18.9311 - output07_loss: 21.2893 - output08_loss: 14.0088 - output09_loss: 19.0892 - output10_loss: 19.0676 - output11_loss: 20.7568 - output12_loss: 16.5340 - output13_loss: 24.7693 - output14_loss: 17.3223 - output15_loss: 27.0413 - output16_loss: 20.7408 - output17_loss: 21.3734 - output18_loss: 14.1320 - output19_loss: 9.9815 - output20_loss: 11.5063 - output21_loss: 29.3523 - output22_loss: 22.2308 - output23_loss: 15.3880 - output24_loss: 21.2878 - output25_loss: 27.7655 - output26_loss: 14.5432 - output27_loss: 28.3745 - output28_loss: 19.8259 - output29_loss: 25.5274 - output00_mean_squared_error: 12.3886 - output01_mean_squared_error: 12.9938 - output02_mean_squared_error: 21.0564 - output03_mean_squared_error: 32.0599 - output04_mean_squared_error: 25.0437 - output05_mean_squared_error: 18.3928 - output06_mean_squared_error: 18.9311 - output07_mean_squared_error: 21.2893 - output08_mean_squared_error: 14.0088 - output09_mean_squared_error: 19.0892 - output10_mean_squared_error: 19.0676 - output11_mean_squared_error: 20.7568 - output12_mean_squared_error: 16.5340 - output13_mean_squared_error: 24.7693 - output14_mean_squared_error: 17.3223 - output15_mean_squared_error: 27.0413 - output16_mean_squared_error: 20.7408 - output17_mean_squared_error: 21.3734 - output18_mean_squared_error: 14.1320 - output19_mean_squared_error: 9.9815 - output20_mean_squared_error: 11.5063 - output21_mean_squared_error: 29.3523 - output22_mean_squared_error: 22.2308 - output23_mean_squared_error: 15.3880 - output24_mean_squared_error: 21.2878 - output25_mean_squared_error: 27.7655 - output26_mean_squared_error: 14.5432 - output27_mean_squared_error: 28.3745 - output28_mean_squared_error: 19.8259 - output29_mean_squared_error: 25.5274 Epoch 1921/2000 121/121 [==============================] - 0s 844us/step - loss: 602.7579 - output00_loss: 12.3886 - output01_loss: 12.9930 - output02_loss: 21.0557 - output03_loss: 32.0598 - output04_loss: 25.0421 - output05_loss: 18.3927 - output06_loss: 18.9295 - output07_loss: 21.2882 - output08_loss: 14.0087 - output09_loss: 19.0891 - output10_loss: 19.0676 - output11_loss: 20.7568 - output12_loss: 16.5339 - output13_loss: 24.7686 - output14_loss: 17.3215 - output15_loss: 27.0401 - output16_loss: 20.7407 - output17_loss: 21.3728 - output18_loss: 14.1320 - output19_loss: 9.9805 - output20_loss: 11.5054 - output21_loss: 29.3520 - output22_loss: 22.2308 - output23_loss: 15.3880 - output24_loss: 21.2876 - output25_loss: 27.7655 - output26_loss: 14.5432 - output27_loss: 28.3743 - output28_loss: 19.8244 - output29_loss: 25.5248 - output00_mean_squared_error: 12.3886 - output01_mean_squared_error: 12.9930 - output02_mean_squared_error: 21.0557 - output03_mean_squared_error: 32.0598 - output04_mean_squared_error: 25.0421 - output05_mean_squared_error: 18.3927 - output06_mean_squared_error: 18.9295 - output07_mean_squared_error: 21.2882 - output08_mean_squared_error: 14.0087 - output09_mean_squared_error: 19.0891 - output10_mean_squared_error: 19.0676 - output11_mean_squared_error: 20.7568 - output12_mean_squared_error: 16.5339 - output13_mean_squared_error: 24.7686 - output14_mean_squared_error: 17.3215 - output15_mean_squared_error: 27.0401 - output16_mean_squared_error: 20.7407 - output17_mean_squared_error: 21.3728 - output18_mean_squared_error: 14.1320 - output19_mean_squared_error: 9.9805 - output20_mean_squared_error: 11.5054 - output21_mean_squared_error: 29.3520 - output22_mean_squared_error: 22.2308 - output23_mean_squared_error: 15.3880 - output24_mean_squared_error: 21.2876 - output25_mean_squared_error: 27.7655 - output26_mean_squared_error: 14.5432 - output27_mean_squared_error: 28.3743 - output28_mean_squared_error: 19.8244 - output29_mean_squared_error: 25.5248 Epoch 1922/2000 121/121 [==============================] - 0s 1ms/step - loss: 602.7415 - output00_loss: 12.3886 - output01_loss: 12.9921 - output02_loss: 21.0549 - output03_loss: 32.0596 - output04_loss: 25.0404 - output05_loss: 18.3927 - output06_loss: 18.9279 - output07_loss: 21.2870 - output08_loss: 14.0085 - output09_loss: 19.0891 - output10_loss: 19.0676 - output11_loss: 20.7568 - output12_loss: 16.5337 - output13_loss: 24.7679 - output14_loss: 17.3208 - output15_loss: 27.0390 - output16_loss: 20.7407 - output17_loss: 21.3722 - output18_loss: 14.1320 - output19_loss: 9.9794 - output20_loss: 11.5045 - output21_loss: 29.3517 - output22_loss: 22.2307 - output23_loss: 15.3880 - output24_loss: 21.2875 - output25_loss: 27.7655 - output26_loss: 14.5432 - output27_loss: 28.3742 - output28_loss: 19.8230 - output29_loss: 25.5222 - output00_mean_squared_error: 12.3886 - output01_mean_squared_error: 12.9921 - output02_mean_squared_error: 21.0549 - output03_mean_squared_error: 32.0596 - output04_mean_squared_error: 25.0404 - output05_mean_squared_error: 18.3927 - output06_mean_squared_error: 18.9279 - output07_mean_squared_error: 21.2870 - output08_mean_squared_error: 14.0085 - output09_mean_squared_error: 19.0891 - output10_mean_squared_error: 19.0676 - output11_mean_squared_error: 20.7568 - output12_mean_squared_error: 16.5337 - output13_mean_squared_error: 24.7679 - output14_mean_squared_error: 17.3208 - output15_mean_squared_error: 27.0390 - output16_mean_squared_error: 20.7407 - output17_mean_squared_error: 21.3722 - output18_mean_squared_error: 14.1320 - output19_mean_squared_error: 9.9794 - output20_mean_squared_error: 11.5045 - output21_mean_squared_error: 29.3517 - output22_mean_squared_error: 22.2307 - output23_mean_squared_error: 15.3880 - output24_mean_squared_error: 21.2875 - output25_mean_squared_error: 27.7655 - output26_mean_squared_error: 14.5432 - output27_mean_squared_error: 28.3742 - output28_mean_squared_error: 19.8230 - output29_mean_squared_error: 25.5222 Epoch 1923/2000 121/121 [==============================] - 0s 861us/step - loss: 602.7251 - output00_loss: 12.3886 - output01_loss: 12.9913 - output02_loss: 21.0541 - output03_loss: 32.0595 - output04_loss: 25.0387 - output05_loss: 18.3926 - output06_loss: 18.9263 - output07_loss: 21.2859 - output08_loss: 14.0084 - output09_loss: 19.0890 - output10_loss: 19.0676 - output11_loss: 20.7568 - output12_loss: 16.5336 - output13_loss: 24.7673 - output14_loss: 17.3200 - output15_loss: 27.0378 - output16_loss: 20.7407 - output17_loss: 21.3717 - output18_loss: 14.1320 - output19_loss: 9.9783 - output20_loss: 11.5036 - output21_loss: 29.3514 - output22_loss: 22.2307 - output23_loss: 15.3880 - output24_loss: 21.2873 - output25_loss: 27.7654 - output26_loss: 14.5431 - output27_loss: 28.3740 - output28_loss: 19.8216 - output29_loss: 25.5196 - output00_mean_squared_error: 12.3886 - output01_mean_squared_error: 12.9913 - output02_mean_squared_error: 21.0541 - output03_mean_squared_error: 32.0595 - output04_mean_squared_error: 25.0387 - output05_mean_squared_error: 18.3926 - output06_mean_squared_error: 18.9263 - output07_mean_squared_error: 21.2859 - output08_mean_squared_error: 14.0084 - output09_mean_squared_error: 19.0890 - output10_mean_squared_error: 19.0676 - output11_mean_squared_error: 20.7568 - output12_mean_squared_error: 16.5336 - output13_mean_squared_error: 24.7673 - output14_mean_squared_error: 17.3200 - output15_mean_squared_error: 27.0378 - output16_mean_squared_error: 20.7407 - output17_mean_squared_error: 21.3717 - output18_mean_squared_error: 14.1320 - output19_mean_squared_error: 9.9783 - output20_mean_squared_error: 11.5036 - output21_mean_squared_error: 29.3514 - output22_mean_squared_error: 22.2307 - output23_mean_squared_error: 15.3880 - output24_mean_squared_error: 21.2873 - output25_mean_squared_error: 27.7654 - output26_mean_squared_error: 14.5431 - output27_mean_squared_error: 28.3740 - output28_mean_squared_error: 19.8216 - output29_mean_squared_error: 25.5196 Epoch 1924/2000 121/121 [==============================] - 0s 1ms/step - loss: 602.7087 - output00_loss: 12.3886 - output01_loss: 12.9904 - output02_loss: 21.0534 - output03_loss: 32.0593 - output04_loss: 25.0371 - output05_loss: 18.3926 - output06_loss: 18.9248 - output07_loss: 21.2848 - output08_loss: 14.0082 - output09_loss: 19.0890 - output10_loss: 19.0675 - output11_loss: 20.7568 - output12_loss: 16.5335 - output13_loss: 24.7666 - output14_loss: 17.3192 - output15_loss: 27.0367 - output16_loss: 20.7407 - output17_loss: 21.3711 - output18_loss: 14.1320 - output19_loss: 9.9773 - output20_loss: 11.5027 - output21_loss: 29.3511 - output22_loss: 22.2306 - output23_loss: 15.3880 - output24_loss: 21.2872 - output25_loss: 27.7654 - output26_loss: 14.5431 - output27_loss: 28.3738 - output28_loss: 19.8201 - output29_loss: 25.5171 - output00_mean_squared_error: 12.3886 - output01_mean_squared_error: 12.9904 - output02_mean_squared_error: 21.0534 - output03_mean_squared_error: 32.0593 - output04_mean_squared_error: 25.0371 - output05_mean_squared_error: 18.3926 - output06_mean_squared_error: 18.9248 - output07_mean_squared_error: 21.2848 - output08_mean_squared_error: 14.0082 - output09_mean_squared_error: 19.0890 - output10_mean_squared_error: 19.0675 - output11_mean_squared_error: 20.7568 - output12_mean_squared_error: 16.5335 - output13_mean_squared_error: 24.7666 - output14_mean_squared_error: 17.3192 - output15_mean_squared_error: 27.0367 - output16_mean_squared_error: 20.7407 - output17_mean_squared_error: 21.3711 - output18_mean_squared_error: 14.1320 - output19_mean_squared_error: 9.9773 - output20_mean_squared_error: 11.5027 - output21_mean_squared_error: 29.3511 - output22_mean_squared_error: 22.2306 - output23_mean_squared_error: 15.3880 - output24_mean_squared_error: 21.2872 - output25_mean_squared_error: 27.7654 - output26_mean_squared_error: 14.5431 - output27_mean_squared_error: 28.3738 - output28_mean_squared_error: 19.8201 - output29_mean_squared_error: 25.5171 Epoch 1925/2000 121/121 [==============================] - 0s 912us/step - loss: 602.6923 - output00_loss: 12.3886 - output01_loss: 12.9896 - output02_loss: 21.0526 - output03_loss: 32.0592 - output04_loss: 25.0354 - output05_loss: 18.3925 - output06_loss: 18.9232 - output07_loss: 21.2837 - output08_loss: 14.0081 - output09_loss: 19.0889 - output10_loss: 19.0675 - output11_loss: 20.7568 - output12_loss: 16.5334 - output13_loss: 24.7659 - output14_loss: 17.3185 - output15_loss: 27.0355 - output16_loss: 20.7407 - output17_loss: 21.3705 - output18_loss: 14.1320 - output19_loss: 9.9762 - output20_loss: 11.5017 - output21_loss: 29.3508 - output22_loss: 22.2306 - output23_loss: 15.3880 - output24_loss: 21.2871 - output25_loss: 27.7654 - output26_loss: 14.5431 - output27_loss: 28.3736 - output28_loss: 19.8187 - output29_loss: 25.5145 - output00_mean_squared_error: 12.3886 - output01_mean_squared_error: 12.9896 - output02_mean_squared_error: 21.0526 - output03_mean_squared_error: 32.0592 - output04_mean_squared_error: 25.0354 - output05_mean_squared_error: 18.3925 - output06_mean_squared_error: 18.9232 - output07_mean_squared_error: 21.2837 - output08_mean_squared_error: 14.0081 - output09_mean_squared_error: 19.0889 - output10_mean_squared_error: 19.0675 - output11_mean_squared_error: 20.7568 - output12_mean_squared_error: 16.5334 - output13_mean_squared_error: 24.7659 - output14_mean_squared_error: 17.3185 - output15_mean_squared_error: 27.0355 - output16_mean_squared_error: 20.7407 - output17_mean_squared_error: 21.3705 - output18_mean_squared_error: 14.1320 - output19_mean_squared_error: 9.9762 - output20_mean_squared_error: 11.5017 - output21_mean_squared_error: 29.3508 - output22_mean_squared_error: 22.2306 - output23_mean_squared_error: 15.3880 - output24_mean_squared_error: 21.2871 - output25_mean_squared_error: 27.7654 - output26_mean_squared_error: 14.5431 - output27_mean_squared_error: 28.3736 - output28_mean_squared_error: 19.8187 - output29_mean_squared_error: 25.5145 Epoch 1926/2000 121/121 [==============================] - 0s 607us/step - loss: 602.6761 - output00_loss: 12.3886 - output01_loss: 12.9888 - output02_loss: 21.0519 - output03_loss: 32.0590 - output04_loss: 25.0338 - output05_loss: 18.3925 - output06_loss: 18.9216 - output07_loss: 21.2826 - output08_loss: 14.0079 - output09_loss: 19.0889 - output10_loss: 19.0675 - output11_loss: 20.7568 - output12_loss: 16.5333 - output13_loss: 24.7652 - output14_loss: 17.3177 - output15_loss: 27.0344 - output16_loss: 20.7407 - output17_loss: 21.3700 - output18_loss: 14.1319 - output19_loss: 9.9751 - output20_loss: 11.5008 - output21_loss: 29.3505 - output22_loss: 22.2305 - output23_loss: 15.3880 - output24_loss: 21.2869 - output25_loss: 27.7653 - output26_loss: 14.5431 - output27_loss: 28.3734 - output28_loss: 19.8172 - output29_loss: 25.5119 - output00_mean_squared_error: 12.3886 - output01_mean_squared_error: 12.9888 - output02_mean_squared_error: 21.0519 - output03_mean_squared_error: 32.0590 - output04_mean_squared_error: 25.0338 - output05_mean_squared_error: 18.3925 - output06_mean_squared_error: 18.9216 - output07_mean_squared_error: 21.2826 - output08_mean_squared_error: 14.0079 - output09_mean_squared_error: 19.0889 - output10_mean_squared_error: 19.0675 - output11_mean_squared_error: 20.7568 - output12_mean_squared_error: 16.5333 - output13_mean_squared_error: 24.7652 - output14_mean_squared_error: 17.3177 - output15_mean_squared_error: 27.0344 - output16_mean_squared_error: 20.7407 - output17_mean_squared_error: 21.3700 - output18_mean_squared_error: 14.1319 - output19_mean_squared_error: 9.9751 - output20_mean_squared_error: 11.5008 - output21_mean_squared_error: 29.3505 - output22_mean_squared_error: 22.2305 - output23_mean_squared_error: 15.3880 - output24_mean_squared_error: 21.2869 - output25_mean_squared_error: 27.7653 - output26_mean_squared_error: 14.5431 - output27_mean_squared_error: 28.3734 - output28_mean_squared_error: 19.8172 - output29_mean_squared_error: 25.5119 Epoch 1927/2000 121/121 [==============================] - 0s 2ms/step - loss: 602.6597 - output00_loss: 12.3886 - output01_loss: 12.9879 - output02_loss: 21.0511 - output03_loss: 32.0589 - output04_loss: 25.0321 - output05_loss: 18.3924 - output06_loss: 18.9201 - output07_loss: 21.2815 - output08_loss: 14.0078 - output09_loss: 19.0888 - output10_loss: 19.0675 - output11_loss: 20.7568 - output12_loss: 16.5332 - output13_loss: 24.7645 - output14_loss: 17.3170 - output15_loss: 27.0332 - output16_loss: 20.7407 - output17_loss: 21.3694 - output18_loss: 14.1319 - output19_loss: 9.9741 - output20_loss: 11.4999 - output21_loss: 29.3502 - output22_loss: 22.2305 - output23_loss: 15.3880 - output24_loss: 21.2868 - output25_loss: 27.7653 - output26_loss: 14.5431 - output27_loss: 28.3732 - output28_loss: 19.8158 - output29_loss: 25.5094 - output00_mean_squared_error: 12.3886 - output01_mean_squared_error: 12.9879 - output02_mean_squared_error: 21.0511 - output03_mean_squared_error: 32.0589 - output04_mean_squared_error: 25.0321 - output05_mean_squared_error: 18.3924 - output06_mean_squared_error: 18.9201 - output07_mean_squared_error: 21.2815 - output08_mean_squared_error: 14.0078 - output09_mean_squared_error: 19.0888 - output10_mean_squared_error: 19.0675 - output11_mean_squared_error: 20.7568 - output12_mean_squared_error: 16.5332 - output13_mean_squared_error: 24.7645 - output14_mean_squared_error: 17.3170 - output15_mean_squared_error: 27.0332 - output16_mean_squared_error: 20.7407 - output17_mean_squared_error: 21.3694 - output18_mean_squared_error: 14.1319 - output19_mean_squared_error: 9.9741 - output20_mean_squared_error: 11.4999 - output21_mean_squared_error: 29.3502 - output22_mean_squared_error: 22.2305 - output23_mean_squared_error: 15.3880 - output24_mean_squared_error: 21.2868 - output25_mean_squared_error: 27.7653 - output26_mean_squared_error: 14.5431 - output27_mean_squared_error: 28.3732 - output28_mean_squared_error: 19.8158 - output29_mean_squared_error: 25.5094 Epoch 1928/2000 121/121 [==============================] - 0s 924us/step - loss: 602.6434 - output00_loss: 12.3886 - output01_loss: 12.9871 - output02_loss: 21.0504 - output03_loss: 32.0587 - output04_loss: 25.0305 - output05_loss: 18.3924 - output06_loss: 18.9185 - output07_loss: 21.2803 - output08_loss: 14.0076 - output09_loss: 19.0887 - output10_loss: 19.0675 - output11_loss: 20.7568 - output12_loss: 16.5331 - output13_loss: 24.7638 - output14_loss: 17.3163 - output15_loss: 27.0321 - output16_loss: 20.7407 - output17_loss: 21.3688 - output18_loss: 14.1319 - output19_loss: 9.9730 - output20_loss: 11.4990 - output21_loss: 29.3499 - output22_loss: 22.2304 - output23_loss: 15.3880 - output24_loss: 21.2866 - output25_loss: 27.7653 - output26_loss: 14.5431 - output27_loss: 28.3730 - output28_loss: 19.8144 - output29_loss: 25.5068 - output00_mean_squared_error: 12.3886 - output01_mean_squared_error: 12.9871 - output02_mean_squared_error: 21.0504 - output03_mean_squared_error: 32.0587 - output04_mean_squared_error: 25.0305 - output05_mean_squared_error: 18.3924 - output06_mean_squared_error: 18.9185 - output07_mean_squared_error: 21.2803 - output08_mean_squared_error: 14.0076 - output09_mean_squared_error: 19.0887 - output10_mean_squared_error: 19.0675 - output11_mean_squared_error: 20.7568 - output12_mean_squared_error: 16.5331 - output13_mean_squared_error: 24.7638 - output14_mean_squared_error: 17.3163 - output15_mean_squared_error: 27.0321 - output16_mean_squared_error: 20.7407 - output17_mean_squared_error: 21.3688 - output18_mean_squared_error: 14.1319 - output19_mean_squared_error: 9.9730 - output20_mean_squared_error: 11.4990 - output21_mean_squared_error: 29.3499 - output22_mean_squared_error: 22.2304 - output23_mean_squared_error: 15.3880 - output24_mean_squared_error: 21.2866 - output25_mean_squared_error: 27.7653 - output26_mean_squared_error: 14.5431 - output27_mean_squared_error: 28.3730 - output28_mean_squared_error: 19.8144 - output29_mean_squared_error: 25.5068 Epoch 1929/2000 121/121 [==============================] - 0s 1ms/step - loss: 602.6272 - output00_loss: 12.3886 - output01_loss: 12.9863 - output02_loss: 21.0496 - output03_loss: 32.0586 - output04_loss: 25.0288 - output05_loss: 18.3923 - output06_loss: 18.9170 - output07_loss: 21.2792 - output08_loss: 14.0075 - output09_loss: 19.0887 - output10_loss: 19.0674 - output11_loss: 20.7568 - output12_loss: 16.5329 - output13_loss: 24.7631 - output14_loss: 17.3155 - output15_loss: 27.0310 - output16_loss: 20.7407 - output17_loss: 21.3682 - output18_loss: 14.1319 - output19_loss: 9.9719 - output20_loss: 11.4981 - output21_loss: 29.3497 - output22_loss: 22.2304 - output23_loss: 15.3879 - output24_loss: 21.2865 - output25_loss: 27.7652 - output26_loss: 14.5431 - output27_loss: 28.3728 - output28_loss: 19.8130 - output29_loss: 25.5043 - output00_mean_squared_error: 12.3886 - output01_mean_squared_error: 12.9863 - output02_mean_squared_error: 21.0496 - output03_mean_squared_error: 32.0586 - output04_mean_squared_error: 25.0288 - output05_mean_squared_error: 18.3923 - output06_mean_squared_error: 18.9170 - output07_mean_squared_error: 21.2792 - output08_mean_squared_error: 14.0075 - output09_mean_squared_error: 19.0887 - output10_mean_squared_error: 19.0674 - output11_mean_squared_error: 20.7568 - output12_mean_squared_error: 16.5329 - output13_mean_squared_error: 24.7631 - output14_mean_squared_error: 17.3155 - output15_mean_squared_error: 27.0310 - output16_mean_squared_error: 20.7407 - output17_mean_squared_error: 21.3682 - output18_mean_squared_error: 14.1319 - output19_mean_squared_error: 9.9719 - output20_mean_squared_error: 11.4981 - output21_mean_squared_error: 29.3497 - output22_mean_squared_error: 22.2304 - output23_mean_squared_error: 15.3879 - output24_mean_squared_error: 21.2865 - output25_mean_squared_error: 27.7652 - output26_mean_squared_error: 14.5431 - output27_mean_squared_error: 28.3728 - output28_mean_squared_error: 19.8130 - output29_mean_squared_error: 25.5043 Epoch 1930/2000 121/121 [==============================] - 0s 883us/step - loss: 602.6110 - output00_loss: 12.3886 - output01_loss: 12.9854 - output02_loss: 21.0488 - output03_loss: 32.0584 - output04_loss: 25.0272 - output05_loss: 18.3923 - output06_loss: 18.9154 - output07_loss: 21.2781 - output08_loss: 14.0073 - output09_loss: 19.0886 - output10_loss: 19.0674 - output11_loss: 20.7568 - output12_loss: 16.5328 - output13_loss: 24.7625 - output14_loss: 17.3148 - output15_loss: 27.0298 - output16_loss: 20.7407 - output17_loss: 21.3677 - output18_loss: 14.1319 - output19_loss: 9.9709 - output20_loss: 11.4973 - output21_loss: 29.3494 - output22_loss: 22.2303 - output23_loss: 15.3879 - output24_loss: 21.2863 - output25_loss: 27.7652 - output26_loss: 14.5431 - output27_loss: 28.3727 - output28_loss: 19.8115 - output29_loss: 25.5017 - output00_mean_squared_error: 12.3886 - output01_mean_squared_error: 12.9854 - output02_mean_squared_error: 21.0488 - output03_mean_squared_error: 32.0584 - output04_mean_squared_error: 25.0272 - output05_mean_squared_error: 18.3923 - output06_mean_squared_error: 18.9154 - output07_mean_squared_error: 21.2781 - output08_mean_squared_error: 14.0073 - output09_mean_squared_error: 19.0886 - output10_mean_squared_error: 19.0674 - output11_mean_squared_error: 20.7568 - output12_mean_squared_error: 16.5328 - output13_mean_squared_error: 24.7625 - output14_mean_squared_error: 17.3148 - output15_mean_squared_error: 27.0298 - output16_mean_squared_error: 20.7407 - output17_mean_squared_error: 21.3677 - output18_mean_squared_error: 14.1319 - output19_mean_squared_error: 9.9709 - output20_mean_squared_error: 11.4973 - output21_mean_squared_error: 29.3494 - output22_mean_squared_error: 22.2303 - output23_mean_squared_error: 15.3879 - output24_mean_squared_error: 21.2863 - output25_mean_squared_error: 27.7652 - output26_mean_squared_error: 14.5431 - output27_mean_squared_error: 28.3727 - output28_mean_squared_error: 19.8115 - output29_mean_squared_error: 25.5017 Epoch 1931/2000 121/121 [==============================] - 0s 1ms/step - loss: 602.5948 - output00_loss: 12.3886 - output01_loss: 12.9846 - output02_loss: 21.0481 - output03_loss: 32.0583 - output04_loss: 25.0255 - output05_loss: 18.3923 - output06_loss: 18.9139 - output07_loss: 21.2770 - output08_loss: 14.0072 - output09_loss: 19.0886 - output10_loss: 19.0674 - output11_loss: 20.7568 - output12_loss: 16.5327 - output13_loss: 24.7618 - output14_loss: 17.3140 - output15_loss: 27.0287 - output16_loss: 20.7407 - output17_loss: 21.3671 - output18_loss: 14.1319 - output19_loss: 9.9698 - output20_loss: 11.4964 - output21_loss: 29.3491 - output22_loss: 22.2303 - output23_loss: 15.3879 - output24_loss: 21.2862 - output25_loss: 27.7652 - output26_loss: 14.5431 - output27_loss: 28.3725 - output28_loss: 19.8101 - output29_loss: 25.4992 - output00_mean_squared_error: 12.3886 - output01_mean_squared_error: 12.9846 - output02_mean_squared_error: 21.0481 - output03_mean_squared_error: 32.0583 - output04_mean_squared_error: 25.0255 - output05_mean_squared_error: 18.3923 - output06_mean_squared_error: 18.9139 - output07_mean_squared_error: 21.2770 - output08_mean_squared_error: 14.0072 - output09_mean_squared_error: 19.0886 - output10_mean_squared_error: 19.0674 - output11_mean_squared_error: 20.7568 - output12_mean_squared_error: 16.5327 - output13_mean_squared_error: 24.7618 - output14_mean_squared_error: 17.3140 - output15_mean_squared_error: 27.0287 - output16_mean_squared_error: 20.7407 - output17_mean_squared_error: 21.3671 - output18_mean_squared_error: 14.1319 - output19_mean_squared_error: 9.9698 - output20_mean_squared_error: 11.4964 - output21_mean_squared_error: 29.3491 - output22_mean_squared_error: 22.2303 - output23_mean_squared_error: 15.3879 - output24_mean_squared_error: 21.2862 - output25_mean_squared_error: 27.7652 - output26_mean_squared_error: 14.5431 - output27_mean_squared_error: 28.3725 - output28_mean_squared_error: 19.8101 - output29_mean_squared_error: 25.4992 Epoch 1932/2000 121/121 [==============================] - 0s 1ms/step - loss: 602.5788 - output00_loss: 12.3886 - output01_loss: 12.9838 - output02_loss: 21.0473 - output03_loss: 32.0581 - output04_loss: 25.0239 - output05_loss: 18.3922 - output06_loss: 18.9123 - output07_loss: 21.2759 - output08_loss: 14.0070 - output09_loss: 19.0885 - output10_loss: 19.0674 - output11_loss: 20.7568 - output12_loss: 16.5326 - output13_loss: 24.7611 - output14_loss: 17.3133 - output15_loss: 27.0276 - output16_loss: 20.7407 - output17_loss: 21.3666 - output18_loss: 14.1319 - output19_loss: 9.9688 - output20_loss: 11.4955 - output21_loss: 29.3488 - output22_loss: 22.2302 - output23_loss: 15.3879 - output24_loss: 21.2861 - output25_loss: 27.7651 - output26_loss: 14.5431 - output27_loss: 28.3723 - output28_loss: 19.8087 - output29_loss: 25.4966 - output00_mean_squared_error: 12.3886 - output01_mean_squared_error: 12.9838 - output02_mean_squared_error: 21.0473 - output03_mean_squared_error: 32.0581 - output04_mean_squared_error: 25.0239 - output05_mean_squared_error: 18.3922 - output06_mean_squared_error: 18.9123 - output07_mean_squared_error: 21.2759 - output08_mean_squared_error: 14.0070 - output09_mean_squared_error: 19.0885 - output10_mean_squared_error: 19.0674 - output11_mean_squared_error: 20.7568 - output12_mean_squared_error: 16.5326 - output13_mean_squared_error: 24.7611 - output14_mean_squared_error: 17.3133 - output15_mean_squared_error: 27.0276 - output16_mean_squared_error: 20.7407 - output17_mean_squared_error: 21.3666 - output18_mean_squared_error: 14.1319 - output19_mean_squared_error: 9.9688 - output20_mean_squared_error: 11.4955 - output21_mean_squared_error: 29.3488 - output22_mean_squared_error: 22.2302 - output23_mean_squared_error: 15.3879 - output24_mean_squared_error: 21.2861 - output25_mean_squared_error: 27.7651 - output26_mean_squared_error: 14.5431 - output27_mean_squared_error: 28.3723 - output28_mean_squared_error: 19.8087 - output29_mean_squared_error: 25.4966 Epoch 1933/2000 121/121 [==============================] - 0s 973us/step - loss: 602.5626 - output00_loss: 12.3886 - output01_loss: 12.9830 - output02_loss: 21.0466 - output03_loss: 32.0580 - output04_loss: 25.0222 - output05_loss: 18.3922 - output06_loss: 18.9108 - output07_loss: 21.2748 - output08_loss: 14.0069 - output09_loss: 19.0885 - output10_loss: 19.0673 - output11_loss: 20.7568 - output12_loss: 16.5325 - output13_loss: 24.7604 - output14_loss: 17.3126 - output15_loss: 27.0264 - output16_loss: 20.7407 - output17_loss: 21.3660 - output18_loss: 14.1319 - output19_loss: 9.9677 - output20_loss: 11.4946 - output21_loss: 29.3485 - output22_loss: 22.2302 - output23_loss: 15.3879 - output24_loss: 21.2859 - output25_loss: 27.7651 - output26_loss: 14.5431 - output27_loss: 28.3721 - output28_loss: 19.8073 - output29_loss: 25.4941 - output00_mean_squared_error: 12.3886 - output01_mean_squared_error: 12.9830 - output02_mean_squared_error: 21.0466 - output03_mean_squared_error: 32.0580 - output04_mean_squared_error: 25.0222 - output05_mean_squared_error: 18.3922 - output06_mean_squared_error: 18.9108 - output07_mean_squared_error: 21.2748 - output08_mean_squared_error: 14.0069 - output09_mean_squared_error: 19.0885 - output10_mean_squared_error: 19.0673 - output11_mean_squared_error: 20.7568 - output12_mean_squared_error: 16.5325 - output13_mean_squared_error: 24.7604 - output14_mean_squared_error: 17.3126 - output15_mean_squared_error: 27.0264 - output16_mean_squared_error: 20.7407 - output17_mean_squared_error: 21.3660 - output18_mean_squared_error: 14.1319 - output19_mean_squared_error: 9.9677 - output20_mean_squared_error: 11.4946 - output21_mean_squared_error: 29.3485 - output22_mean_squared_error: 22.2302 - output23_mean_squared_error: 15.3879 - output24_mean_squared_error: 21.2859 - output25_mean_squared_error: 27.7651 - output26_mean_squared_error: 14.5431 - output27_mean_squared_error: 28.3721 - output28_mean_squared_error: 19.8073 - output29_mean_squared_error: 25.4941 Epoch 1934/2000 121/121 [==============================] - 0s 2ms/step - loss: 602.5465 - output00_loss: 12.3886 - output01_loss: 12.9821 - output02_loss: 21.0458 - output03_loss: 32.0578 - output04_loss: 25.0206 - output05_loss: 18.3921 - output06_loss: 18.9092 - output07_loss: 21.2737 - output08_loss: 14.0067 - output09_loss: 19.0884 - output10_loss: 19.0673 - output11_loss: 20.7568 - output12_loss: 16.5324 - output13_loss: 24.7598 - output14_loss: 17.3118 - output15_loss: 27.0253 - output16_loss: 20.7407 - output17_loss: 21.3654 - output18_loss: 14.1319 - output19_loss: 9.9667 - output20_loss: 11.4937 - output21_loss: 29.3482 - output22_loss: 22.2301 - output23_loss: 15.3879 - output24_loss: 21.2858 - output25_loss: 27.7651 - output26_loss: 14.5431 - output27_loss: 28.3719 - output28_loss: 19.8058 - output29_loss: 25.4916 - output00_mean_squared_error: 12.3886 - output01_mean_squared_error: 12.9821 - output02_mean_squared_error: 21.0458 - output03_mean_squared_error: 32.0578 - output04_mean_squared_error: 25.0206 - output05_mean_squared_error: 18.3921 - output06_mean_squared_error: 18.9092 - output07_mean_squared_error: 21.2737 - output08_mean_squared_error: 14.0067 - output09_mean_squared_error: 19.0884 - output10_mean_squared_error: 19.0673 - output11_mean_squared_error: 20.7568 - output12_mean_squared_error: 16.5324 - output13_mean_squared_error: 24.7598 - output14_mean_squared_error: 17.3118 - output15_mean_squared_error: 27.0253 - output16_mean_squared_error: 20.7407 - output17_mean_squared_error: 21.3654 - output18_mean_squared_error: 14.1319 - output19_mean_squared_error: 9.9667 - output20_mean_squared_error: 11.4937 - output21_mean_squared_error: 29.3482 - output22_mean_squared_error: 22.2301 - output23_mean_squared_error: 15.3879 - output24_mean_squared_error: 21.2858 - output25_mean_squared_error: 27.7651 - output26_mean_squared_error: 14.5431 - output27_mean_squared_error: 28.3719 - output28_mean_squared_error: 19.8058 - output29_mean_squared_error: 25.4916 Epoch 1935/2000 121/121 [==============================] - 0s 1ms/step - loss: 602.5305 - output00_loss: 12.3886 - output01_loss: 12.9813 - output02_loss: 21.0451 - output03_loss: 32.0577 - output04_loss: 25.0190 - output05_loss: 18.3921 - output06_loss: 18.9077 - output07_loss: 21.2726 - output08_loss: 14.0066 - output09_loss: 19.0883 - output10_loss: 19.0673 - output11_loss: 20.7568 - output12_loss: 16.5323 - output13_loss: 24.7591 - output14_loss: 17.3111 - output15_loss: 27.0242 - output16_loss: 20.7407 - output17_loss: 21.3649 - output18_loss: 14.1319 - output19_loss: 9.9656 - output20_loss: 11.4928 - output21_loss: 29.3479 - output22_loss: 22.2301 - output23_loss: 15.3879 - output24_loss: 21.2856 - output25_loss: 27.7650 - output26_loss: 14.5431 - output27_loss: 28.3718 - output28_loss: 19.8044 - output29_loss: 25.4890 - output00_mean_squared_error: 12.3886 - output01_mean_squared_error: 12.9813 - output02_mean_squared_error: 21.0451 - output03_mean_squared_error: 32.0577 - output04_mean_squared_error: 25.0190 - output05_mean_squared_error: 18.3921 - output06_mean_squared_error: 18.9077 - output07_mean_squared_error: 21.2726 - output08_mean_squared_error: 14.0066 - output09_mean_squared_error: 19.0883 - output10_mean_squared_error: 19.0673 - output11_mean_squared_error: 20.7568 - output12_mean_squared_error: 16.5323 - output13_mean_squared_error: 24.7591 - output14_mean_squared_error: 17.3111 - output15_mean_squared_error: 27.0242 - output16_mean_squared_error: 20.7407 - output17_mean_squared_error: 21.3649 - output18_mean_squared_error: 14.1319 - output19_mean_squared_error: 9.9656 - output20_mean_squared_error: 11.4928 - output21_mean_squared_error: 29.3479 - output22_mean_squared_error: 22.2301 - output23_mean_squared_error: 15.3879 - output24_mean_squared_error: 21.2856 - output25_mean_squared_error: 27.7650 - output26_mean_squared_error: 14.5431 - output27_mean_squared_error: 28.3718 - output28_mean_squared_error: 19.8044 - output29_mean_squared_error: 25.4890 Epoch 1936/2000 121/121 [==============================] - 0s 1ms/step - loss: 602.5145 - output00_loss: 12.3886 - output01_loss: 12.9805 - output02_loss: 21.0444 - output03_loss: 32.0575 - output04_loss: 25.0173 - output05_loss: 18.3920 - output06_loss: 18.9061 - output07_loss: 21.2716 - output08_loss: 14.0065 - output09_loss: 19.0883 - output10_loss: 19.0673 - output11_loss: 20.7568 - output12_loss: 16.5322 - output13_loss: 24.7584 - output14_loss: 17.3104 - output15_loss: 27.0231 - output16_loss: 20.7407 - output17_loss: 21.3643 - output18_loss: 14.1319 - output19_loss: 9.9646 - output20_loss: 11.4919 - output21_loss: 29.3476 - output22_loss: 22.2300 - output23_loss: 15.3879 - output24_loss: 21.2855 - output25_loss: 27.7650 - output26_loss: 14.5431 - output27_loss: 28.3716 - output28_loss: 19.8030 - output29_loss: 25.4865 - output00_mean_squared_error: 12.3886 - output01_mean_squared_error: 12.9805 - output02_mean_squared_error: 21.0444 - output03_mean_squared_error: 32.0575 - output04_mean_squared_error: 25.0173 - output05_mean_squared_error: 18.3920 - output06_mean_squared_error: 18.9061 - output07_mean_squared_error: 21.2716 - output08_mean_squared_error: 14.0065 - output09_mean_squared_error: 19.0883 - output10_mean_squared_error: 19.0673 - output11_mean_squared_error: 20.7568 - output12_mean_squared_error: 16.5322 - output13_mean_squared_error: 24.7584 - output14_mean_squared_error: 17.3104 - output15_mean_squared_error: 27.0231 - output16_mean_squared_error: 20.7407 - output17_mean_squared_error: 21.3643 - output18_mean_squared_error: 14.1319 - output19_mean_squared_error: 9.9646 - output20_mean_squared_error: 11.4919 - output21_mean_squared_error: 29.3476 - output22_mean_squared_error: 22.2300 - output23_mean_squared_error: 15.3879 - output24_mean_squared_error: 21.2855 - output25_mean_squared_error: 27.7650 - output26_mean_squared_error: 14.5431 - output27_mean_squared_error: 28.3716 - output28_mean_squared_error: 19.8030 - output29_mean_squared_error: 25.4865 Epoch 1937/2000 121/121 [==============================] - 0s 1ms/step - loss: 602.4985 - output00_loss: 12.3886 - output01_loss: 12.9796 - output02_loss: 21.0436 - output03_loss: 32.0574 - output04_loss: 25.0157 - output05_loss: 18.3920 - output06_loss: 18.9046 - output07_loss: 21.2705 - output08_loss: 14.0063 - output09_loss: 19.0882 - output10_loss: 19.0673 - output11_loss: 20.7568 - output12_loss: 16.5321 - output13_loss: 24.7578 - output14_loss: 17.3096 - output15_loss: 27.0220 - output16_loss: 20.7407 - output17_loss: 21.3638 - output18_loss: 14.1319 - output19_loss: 9.9635 - output20_loss: 11.4910 - output21_loss: 29.3473 - output22_loss: 22.2300 - output23_loss: 15.3879 - output24_loss: 21.2854 - output25_loss: 27.7650 - output26_loss: 14.5431 - output27_loss: 28.3714 - output28_loss: 19.8016 - output29_loss: 25.4840 - output00_mean_squared_error: 12.3886 - output01_mean_squared_error: 12.9796 - output02_mean_squared_error: 21.0436 - output03_mean_squared_error: 32.0574 - output04_mean_squared_error: 25.0157 - output05_mean_squared_error: 18.3920 - output06_mean_squared_error: 18.9046 - output07_mean_squared_error: 21.2705 - output08_mean_squared_error: 14.0063 - output09_mean_squared_error: 19.0882 - output10_mean_squared_error: 19.0673 - output11_mean_squared_error: 20.7568 - output12_mean_squared_error: 16.5321 - output13_mean_squared_error: 24.7578 - output14_mean_squared_error: 17.3096 - output15_mean_squared_error: 27.0220 - output16_mean_squared_error: 20.7407 - output17_mean_squared_error: 21.3638 - output18_mean_squared_error: 14.1319 - output19_mean_squared_error: 9.9635 - output20_mean_squared_error: 11.4910 - output21_mean_squared_error: 29.3473 - output22_mean_squared_error: 22.2300 - output23_mean_squared_error: 15.3879 - output24_mean_squared_error: 21.2854 - output25_mean_squared_error: 27.7650 - output26_mean_squared_error: 14.5431 - output27_mean_squared_error: 28.3714 - output28_mean_squared_error: 19.8016 - output29_mean_squared_error: 25.4840 Epoch 1938/2000 121/121 [==============================] - 0s 1ms/step - loss: 602.4825 - output00_loss: 12.3886 - output01_loss: 12.9788 - output02_loss: 21.0429 - output03_loss: 32.0572 - output04_loss: 25.0141 - output05_loss: 18.3919 - output06_loss: 18.9031 - output07_loss: 21.2694 - output08_loss: 14.0062 - output09_loss: 19.0882 - output10_loss: 19.0672 - output11_loss: 20.7568 - output12_loss: 16.5320 - output13_loss: 24.7571 - output14_loss: 17.3089 - output15_loss: 27.0208 - output16_loss: 20.7407 - output17_loss: 21.3632 - output18_loss: 14.1319 - output19_loss: 9.9625 - output20_loss: 11.4901 - output21_loss: 29.3470 - output22_loss: 22.2299 - output23_loss: 15.3879 - output24_loss: 21.2852 - output25_loss: 27.7649 - output26_loss: 14.5431 - output27_loss: 28.3712 - output28_loss: 19.8002 - output29_loss: 25.4814 - output00_mean_squared_error: 12.3886 - output01_mean_squared_error: 12.9788 - output02_mean_squared_error: 21.0429 - output03_mean_squared_error: 32.0572 - output04_mean_squared_error: 25.0141 - output05_mean_squared_error: 18.3919 - output06_mean_squared_error: 18.9031 - output07_mean_squared_error: 21.2694 - output08_mean_squared_error: 14.0062 - output09_mean_squared_error: 19.0882 - output10_mean_squared_error: 19.0672 - output11_mean_squared_error: 20.7568 - output12_mean_squared_error: 16.5320 - output13_mean_squared_error: 24.7571 - output14_mean_squared_error: 17.3089 - output15_mean_squared_error: 27.0208 - output16_mean_squared_error: 20.7407 - output17_mean_squared_error: 21.3632 - output18_mean_squared_error: 14.1319 - output19_mean_squared_error: 9.9625 - output20_mean_squared_error: 11.4901 - output21_mean_squared_error: 29.3470 - output22_mean_squared_error: 22.2299 - output23_mean_squared_error: 15.3879 - output24_mean_squared_error: 21.2852 - output25_mean_squared_error: 27.7649 - output26_mean_squared_error: 14.5431 - output27_mean_squared_error: 28.3712 - output28_mean_squared_error: 19.8002 - output29_mean_squared_error: 25.4814 Epoch 1939/2000 121/121 [==============================] - 0s 623us/step - loss: 602.4665 - output00_loss: 12.3886 - output01_loss: 12.9780 - output02_loss: 21.0421 - output03_loss: 32.0571 - output04_loss: 25.0124 - output05_loss: 18.3919 - output06_loss: 18.9015 - output07_loss: 21.2683 - output08_loss: 14.0060 - output09_loss: 19.0881 - output10_loss: 19.0672 - output11_loss: 20.7568 - output12_loss: 16.5319 - output13_loss: 24.7564 - output14_loss: 17.3082 - output15_loss: 27.0197 - output16_loss: 20.7407 - output17_loss: 21.3626 - output18_loss: 14.1319 - output19_loss: 9.9614 - output20_loss: 11.4893 - output21_loss: 29.3468 - output22_loss: 22.2299 - output23_loss: 15.3879 - output24_loss: 21.2851 - output25_loss: 27.7649 - output26_loss: 14.5431 - output27_loss: 28.3710 - output28_loss: 19.7988 - output29_loss: 25.4789 - output00_mean_squared_error: 12.3886 - output01_mean_squared_error: 12.9780 - output02_mean_squared_error: 21.0421 - output03_mean_squared_error: 32.0571 - output04_mean_squared_error: 25.0124 - output05_mean_squared_error: 18.3919 - output06_mean_squared_error: 18.9015 - output07_mean_squared_error: 21.2683 - output08_mean_squared_error: 14.0060 - output09_mean_squared_error: 19.0881 - output10_mean_squared_error: 19.0672 - output11_mean_squared_error: 20.7568 - output12_mean_squared_error: 16.5319 - output13_mean_squared_error: 24.7564 - output14_mean_squared_error: 17.3082 - output15_mean_squared_error: 27.0197 - output16_mean_squared_error: 20.7407 - output17_mean_squared_error: 21.3626 - output18_mean_squared_error: 14.1319 - output19_mean_squared_error: 9.9614 - output20_mean_squared_error: 11.4893 - output21_mean_squared_error: 29.3468 - output22_mean_squared_error: 22.2299 - output23_mean_squared_error: 15.3879 - output24_mean_squared_error: 21.2851 - output25_mean_squared_error: 27.7649 - output26_mean_squared_error: 14.5431 - output27_mean_squared_error: 28.3710 - output28_mean_squared_error: 19.7988 - output29_mean_squared_error: 25.4789 Epoch 1940/2000 121/121 [==============================] - 0s 816us/step - loss: 602.4506 - output00_loss: 12.3886 - output01_loss: 12.9772 - output02_loss: 21.0414 - output03_loss: 32.0570 - output04_loss: 25.0108 - output05_loss: 18.3918 - output06_loss: 18.9000 - output07_loss: 21.2672 - output08_loss: 14.0059 - output09_loss: 19.0881 - output10_loss: 19.0672 - output11_loss: 20.7568 - output12_loss: 16.5317 - output13_loss: 24.7558 - output14_loss: 17.3074 - output15_loss: 27.0186 - output16_loss: 20.7407 - output17_loss: 21.3621 - output18_loss: 14.1319 - output19_loss: 9.9604 - output20_loss: 11.4884 - output21_loss: 29.3465 - output22_loss: 22.2298 - output23_loss: 15.3879 - output24_loss: 21.2850 - output25_loss: 27.7649 - output26_loss: 14.5431 - output27_loss: 28.3709 - output28_loss: 19.7974 - output29_loss: 25.4764 - output00_mean_squared_error: 12.3886 - output01_mean_squared_error: 12.9772 - output02_mean_squared_error: 21.0414 - output03_mean_squared_error: 32.0570 - output04_mean_squared_error: 25.0108 - output05_mean_squared_error: 18.3918 - output06_mean_squared_error: 18.9000 - output07_mean_squared_error: 21.2672 - output08_mean_squared_error: 14.0059 - output09_mean_squared_error: 19.0881 - output10_mean_squared_error: 19.0672 - output11_mean_squared_error: 20.7568 - output12_mean_squared_error: 16.5317 - output13_mean_squared_error: 24.7558 - output14_mean_squared_error: 17.3074 - output15_mean_squared_error: 27.0186 - output16_mean_squared_error: 20.7407 - output17_mean_squared_error: 21.3621 - output18_mean_squared_error: 14.1319 - output19_mean_squared_error: 9.9604 - output20_mean_squared_error: 11.4884 - output21_mean_squared_error: 29.3465 - output22_mean_squared_error: 22.2298 - output23_mean_squared_error: 15.3879 - output24_mean_squared_error: 21.2850 - output25_mean_squared_error: 27.7649 - output26_mean_squared_error: 14.5431 - output27_mean_squared_error: 28.3709 - output28_mean_squared_error: 19.7974 - output29_mean_squared_error: 25.4764 Epoch 1941/2000 121/121 [==============================] - 0s 719us/step - loss: 602.4347 - output00_loss: 12.3886 - output01_loss: 12.9764 - output02_loss: 21.0407 - output03_loss: 32.0568 - output04_loss: 25.0092 - output05_loss: 18.3918 - output06_loss: 18.8985 - output07_loss: 21.2661 - output08_loss: 14.0057 - output09_loss: 19.0880 - output10_loss: 19.0672 - output11_loss: 20.7568 - output12_loss: 16.5316 - output13_loss: 24.7551 - output14_loss: 17.3067 - output15_loss: 27.0175 - output16_loss: 20.7407 - output17_loss: 21.3615 - output18_loss: 14.1319 - output19_loss: 9.9593 - output20_loss: 11.4875 - output21_loss: 29.3462 - output22_loss: 22.2298 - output23_loss: 15.3879 - output24_loss: 21.2848 - output25_loss: 27.7648 - output26_loss: 14.5431 - output27_loss: 28.3707 - output28_loss: 19.7960 - output29_loss: 25.4739 - output00_mean_squared_error: 12.3886 - output01_mean_squared_error: 12.9764 - output02_mean_squared_error: 21.0407 - output03_mean_squared_error: 32.0568 - output04_mean_squared_error: 25.0092 - output05_mean_squared_error: 18.3918 - output06_mean_squared_error: 18.8985 - output07_mean_squared_error: 21.2661 - output08_mean_squared_error: 14.0057 - output09_mean_squared_error: 19.0880 - output10_mean_squared_error: 19.0672 - output11_mean_squared_error: 20.7568 - output12_mean_squared_error: 16.5316 - output13_mean_squared_error: 24.7551 - output14_mean_squared_error: 17.3067 - output15_mean_squared_error: 27.0175 - output16_mean_squared_error: 20.7407 - output17_mean_squared_error: 21.3615 - output18_mean_squared_error: 14.1319 - output19_mean_squared_error: 9.9593 - output20_mean_squared_error: 11.4875 - output21_mean_squared_error: 29.3462 - output22_mean_squared_error: 22.2298 - output23_mean_squared_error: 15.3879 - output24_mean_squared_error: 21.2848 - output25_mean_squared_error: 27.7648 - output26_mean_squared_error: 14.5431 - output27_mean_squared_error: 28.3707 - output28_mean_squared_error: 19.7960 - output29_mean_squared_error: 25.4739 Epoch 1942/2000 121/121 [==============================] - 0s 1ms/step - loss: 602.4189 - output00_loss: 12.3886 - output01_loss: 12.9755 - output02_loss: 21.0399 - output03_loss: 32.0567 - output04_loss: 25.0076 - output05_loss: 18.3917 - output06_loss: 18.8969 - output07_loss: 21.2651 - output08_loss: 14.0056 - output09_loss: 19.0880 - output10_loss: 19.0671 - output11_loss: 20.7568 - output12_loss: 16.5315 - output13_loss: 24.7545 - output14_loss: 17.3060 - output15_loss: 27.0164 - output16_loss: 20.7407 - output17_loss: 21.3610 - output18_loss: 14.1319 - output19_loss: 9.9583 - output20_loss: 11.4866 - output21_loss: 29.3459 - output22_loss: 22.2297 - output23_loss: 15.3879 - output24_loss: 21.2847 - output25_loss: 27.7648 - output26_loss: 14.5431 - output27_loss: 28.3705 - output28_loss: 19.7946 - output29_loss: 25.4714 - output00_mean_squared_error: 12.3886 - output01_mean_squared_error: 12.9755 - output02_mean_squared_error: 21.0399 - output03_mean_squared_error: 32.0567 - output04_mean_squared_error: 25.0076 - output05_mean_squared_error: 18.3917 - output06_mean_squared_error: 18.8969 - output07_mean_squared_error: 21.2651 - output08_mean_squared_error: 14.0056 - output09_mean_squared_error: 19.0880 - output10_mean_squared_error: 19.0671 - output11_mean_squared_error: 20.7568 - output12_mean_squared_error: 16.5315 - output13_mean_squared_error: 24.7545 - output14_mean_squared_error: 17.3060 - output15_mean_squared_error: 27.0164 - output16_mean_squared_error: 20.7407 - output17_mean_squared_error: 21.3610 - output18_mean_squared_error: 14.1319 - output19_mean_squared_error: 9.9583 - output20_mean_squared_error: 11.4866 - output21_mean_squared_error: 29.3459 - output22_mean_squared_error: 22.2297 - output23_mean_squared_error: 15.3879 - output24_mean_squared_error: 21.2847 - output25_mean_squared_error: 27.7648 - output26_mean_squared_error: 14.5431 - output27_mean_squared_error: 28.3705 - output28_mean_squared_error: 19.7946 - output29_mean_squared_error: 25.4714 Epoch 1943/2000 121/121 [==============================] - 0s 2ms/step - loss: 602.4031 - output00_loss: 12.3886 - output01_loss: 12.9747 - output02_loss: 21.0392 - output03_loss: 32.0565 - output04_loss: 25.0060 - output05_loss: 18.3917 - output06_loss: 18.8954 - output07_loss: 21.2640 - output08_loss: 14.0054 - output09_loss: 19.0879 - output10_loss: 19.0671 - output11_loss: 20.7568 - output12_loss: 16.5314 - output13_loss: 24.7538 - output14_loss: 17.3053 - output15_loss: 27.0153 - output16_loss: 20.7407 - output17_loss: 21.3604 - output18_loss: 14.1319 - output19_loss: 9.9572 - output20_loss: 11.4857 - output21_loss: 29.3456 - output22_loss: 22.2297 - output23_loss: 15.3879 - output24_loss: 21.2846 - output25_loss: 27.7648 - output26_loss: 14.5431 - output27_loss: 28.3703 - output28_loss: 19.7932 - output29_loss: 25.4689 - output00_mean_squared_error: 12.3886 - output01_mean_squared_error: 12.9747 - output02_mean_squared_error: 21.0392 - output03_mean_squared_error: 32.0565 - output04_mean_squared_error: 25.0060 - output05_mean_squared_error: 18.3917 - output06_mean_squared_error: 18.8954 - output07_mean_squared_error: 21.2640 - output08_mean_squared_error: 14.0054 - output09_mean_squared_error: 19.0879 - output10_mean_squared_error: 19.0671 - output11_mean_squared_error: 20.7568 - output12_mean_squared_error: 16.5314 - output13_mean_squared_error: 24.7538 - output14_mean_squared_error: 17.3053 - output15_mean_squared_error: 27.0153 - output16_mean_squared_error: 20.7407 - output17_mean_squared_error: 21.3604 - output18_mean_squared_error: 14.1319 - output19_mean_squared_error: 9.9572 - output20_mean_squared_error: 11.4857 - output21_mean_squared_error: 29.3456 - output22_mean_squared_error: 22.2297 - output23_mean_squared_error: 15.3879 - output24_mean_squared_error: 21.2846 - output25_mean_squared_error: 27.7648 - output26_mean_squared_error: 14.5431 - output27_mean_squared_error: 28.3703 - output28_mean_squared_error: 19.7932 - output29_mean_squared_error: 25.4689 Epoch 1944/2000 121/121 [==============================] - 0s 2ms/step - loss: 602.3873 - output00_loss: 12.3886 - output01_loss: 12.9739 - output02_loss: 21.0385 - output03_loss: 32.0564 - output04_loss: 25.0044 - output05_loss: 18.3916 - output06_loss: 18.8939 - output07_loss: 21.2629 - output08_loss: 14.0053 - output09_loss: 19.0878 - output10_loss: 19.0671 - output11_loss: 20.7568 - output12_loss: 16.5313 - output13_loss: 24.7531 - output14_loss: 17.3046 - output15_loss: 27.0142 - output16_loss: 20.7407 - output17_loss: 21.3599 - output18_loss: 14.1318 - output19_loss: 9.9562 - output20_loss: 11.4849 - output21_loss: 29.3453 - output22_loss: 22.2296 - output23_loss: 15.3879 - output24_loss: 21.2844 - output25_loss: 27.7647 - output26_loss: 14.5431 - output27_loss: 28.3702 - output28_loss: 19.7918 - output29_loss: 25.4664 - output00_mean_squared_error: 12.3886 - output01_mean_squared_error: 12.9739 - output02_mean_squared_error: 21.0385 - output03_mean_squared_error: 32.0564 - output04_mean_squared_error: 25.0044 - output05_mean_squared_error: 18.3916 - output06_mean_squared_error: 18.8939 - output07_mean_squared_error: 21.2629 - output08_mean_squared_error: 14.0053 - output09_mean_squared_error: 19.0878 - output10_mean_squared_error: 19.0671 - output11_mean_squared_error: 20.7568 - output12_mean_squared_error: 16.5313 - output13_mean_squared_error: 24.7531 - output14_mean_squared_error: 17.3046 - output15_mean_squared_error: 27.0142 - output16_mean_squared_error: 20.7407 - output17_mean_squared_error: 21.3599 - output18_mean_squared_error: 14.1318 - output19_mean_squared_error: 9.9562 - output20_mean_squared_error: 11.4849 - output21_mean_squared_error: 29.3453 - output22_mean_squared_error: 22.2296 - output23_mean_squared_error: 15.3879 - output24_mean_squared_error: 21.2844 - output25_mean_squared_error: 27.7647 - output26_mean_squared_error: 14.5431 - output27_mean_squared_error: 28.3702 - output28_mean_squared_error: 19.7918 - output29_mean_squared_error: 25.4664 Epoch 1945/2000 121/121 [==============================] - 0s 625us/step - loss: 602.3714 - output00_loss: 12.3886 - output01_loss: 12.9731 - output02_loss: 21.0377 - output03_loss: 32.0562 - output04_loss: 25.0027 - output05_loss: 18.3916 - output06_loss: 18.8924 - output07_loss: 21.2618 - output08_loss: 14.0052 - output09_loss: 19.0878 - output10_loss: 19.0671 - output11_loss: 20.7567 - output12_loss: 16.5312 - output13_loss: 24.7525 - output14_loss: 17.3038 - output15_loss: 27.0131 - output16_loss: 20.7407 - output17_loss: 21.3593 - output18_loss: 14.1318 - output19_loss: 9.9552 - output20_loss: 11.4840 - output21_loss: 29.3450 - output22_loss: 22.2296 - output23_loss: 15.3879 - output24_loss: 21.2843 - output25_loss: 27.7647 - output26_loss: 14.5431 - output27_loss: 28.3700 - output28_loss: 19.7904 - output29_loss: 25.4639 - output00_mean_squared_error: 12.3886 - output01_mean_squared_error: 12.9731 - output02_mean_squared_error: 21.0377 - output03_mean_squared_error: 32.0562 - output04_mean_squared_error: 25.0027 - output05_mean_squared_error: 18.3916 - output06_mean_squared_error: 18.8924 - output07_mean_squared_error: 21.2618 - output08_mean_squared_error: 14.0052 - output09_mean_squared_error: 19.0878 - output10_mean_squared_error: 19.0671 - output11_mean_squared_error: 20.7567 - output12_mean_squared_error: 16.5312 - output13_mean_squared_error: 24.7525 - output14_mean_squared_error: 17.3038 - output15_mean_squared_error: 27.0131 - output16_mean_squared_error: 20.7407 - output17_mean_squared_error: 21.3593 - output18_mean_squared_error: 14.1318 - output19_mean_squared_error: 9.9552 - output20_mean_squared_error: 11.4840 - output21_mean_squared_error: 29.3450 - output22_mean_squared_error: 22.2296 - output23_mean_squared_error: 15.3879 - output24_mean_squared_error: 21.2843 - output25_mean_squared_error: 27.7647 - output26_mean_squared_error: 14.5431 - output27_mean_squared_error: 28.3700 - output28_mean_squared_error: 19.7904 - output29_mean_squared_error: 25.4639 Epoch 1946/2000 121/121 [==============================] - 0s 1ms/step - loss: 602.3557 - output00_loss: 12.3886 - output01_loss: 12.9723 - output02_loss: 21.0370 - output03_loss: 32.0561 - output04_loss: 25.0011 - output05_loss: 18.3915 - output06_loss: 18.8909 - output07_loss: 21.2608 - output08_loss: 14.0050 - output09_loss: 19.0877 - output10_loss: 19.0671 - output11_loss: 20.7567 - output12_loss: 16.5311 - output13_loss: 24.7518 - output14_loss: 17.3031 - output15_loss: 27.0120 - output16_loss: 20.7407 - output17_loss: 21.3588 - output18_loss: 14.1318 - output19_loss: 9.9541 - output20_loss: 11.4831 - output21_loss: 29.3448 - output22_loss: 22.2296 - output23_loss: 15.3879 - output24_loss: 21.2842 - output25_loss: 27.7647 - output26_loss: 14.5431 - output27_loss: 28.3698 - output28_loss: 19.7890 - output29_loss: 25.4614 - output00_mean_squared_error: 12.3886 - output01_mean_squared_error: 12.9723 - output02_mean_squared_error: 21.0370 - output03_mean_squared_error: 32.0561 - output04_mean_squared_error: 25.0011 - output05_mean_squared_error: 18.3915 - output06_mean_squared_error: 18.8909 - output07_mean_squared_error: 21.2608 - output08_mean_squared_error: 14.0050 - output09_mean_squared_error: 19.0877 - output10_mean_squared_error: 19.0671 - output11_mean_squared_error: 20.7567 - output12_mean_squared_error: 16.5311 - output13_mean_squared_error: 24.7518 - output14_mean_squared_error: 17.3031 - output15_mean_squared_error: 27.0120 - output16_mean_squared_error: 20.7407 - output17_mean_squared_error: 21.3588 - output18_mean_squared_error: 14.1318 - output19_mean_squared_error: 9.9541 - output20_mean_squared_error: 11.4831 - output21_mean_squared_error: 29.3448 - output22_mean_squared_error: 22.2296 - output23_mean_squared_error: 15.3879 - output24_mean_squared_error: 21.2842 - output25_mean_squared_error: 27.7647 - output26_mean_squared_error: 14.5431 - output27_mean_squared_error: 28.3698 - output28_mean_squared_error: 19.7890 - output29_mean_squared_error: 25.4614 Epoch 1947/2000 121/121 [==============================] - 0s 2ms/step - loss: 602.3400 - output00_loss: 12.3886 - output01_loss: 12.9715 - output02_loss: 21.0363 - output03_loss: 32.0560 - output04_loss: 24.9995 - output05_loss: 18.3915 - output06_loss: 18.8894 - output07_loss: 21.2597 - output08_loss: 14.0049 - output09_loss: 19.0877 - output10_loss: 19.0670 - output11_loss: 20.7567 - output12_loss: 16.5310 - output13_loss: 24.7512 - output14_loss: 17.3024 - output15_loss: 27.0109 - output16_loss: 20.7407 - output17_loss: 21.3582 - output18_loss: 14.1318 - output19_loss: 9.9531 - output20_loss: 11.4823 - output21_loss: 29.3445 - output22_loss: 22.2295 - output23_loss: 15.3879 - output24_loss: 21.2840 - output25_loss: 27.7646 - output26_loss: 14.5431 - output27_loss: 28.3697 - output28_loss: 19.7876 - output29_loss: 25.4589 - output00_mean_squared_error: 12.3886 - output01_mean_squared_error: 12.9715 - output02_mean_squared_error: 21.0363 - output03_mean_squared_error: 32.0560 - output04_mean_squared_error: 24.9995 - output05_mean_squared_error: 18.3915 - output06_mean_squared_error: 18.8894 - output07_mean_squared_error: 21.2597 - output08_mean_squared_error: 14.0049 - output09_mean_squared_error: 19.0877 - output10_mean_squared_error: 19.0670 - output11_mean_squared_error: 20.7567 - output12_mean_squared_error: 16.5310 - output13_mean_squared_error: 24.7512 - output14_mean_squared_error: 17.3024 - output15_mean_squared_error: 27.0109 - output16_mean_squared_error: 20.7407 - output17_mean_squared_error: 21.3582 - output18_mean_squared_error: 14.1318 - output19_mean_squared_error: 9.9531 - output20_mean_squared_error: 11.4823 - output21_mean_squared_error: 29.3445 - output22_mean_squared_error: 22.2295 - output23_mean_squared_error: 15.3879 - output24_mean_squared_error: 21.2840 - output25_mean_squared_error: 27.7646 - output26_mean_squared_error: 14.5431 - output27_mean_squared_error: 28.3697 - output28_mean_squared_error: 19.7876 - output29_mean_squared_error: 25.4589 Epoch 1948/2000 121/121 [==============================] - 0s 1ms/step - loss: 602.3243 - output00_loss: 12.3886 - output01_loss: 12.9707 - output02_loss: 21.0355 - output03_loss: 32.0558 - output04_loss: 24.9979 - output05_loss: 18.3915 - output06_loss: 18.8878 - output07_loss: 21.2586 - output08_loss: 14.0047 - output09_loss: 19.0876 - output10_loss: 19.0670 - output11_loss: 20.7567 - output12_loss: 16.5309 - output13_loss: 24.7505 - output14_loss: 17.3017 - output15_loss: 27.0098 - output16_loss: 20.7407 - output17_loss: 21.3577 - output18_loss: 14.1318 - output19_loss: 9.9520 - output20_loss: 11.4814 - output21_loss: 29.3442 - output22_loss: 22.2295 - output23_loss: 15.3878 - output24_loss: 21.2839 - output25_loss: 27.7646 - output26_loss: 14.5431 - output27_loss: 28.3695 - output28_loss: 19.7862 - output29_loss: 25.4564 - output00_mean_squared_error: 12.3886 - output01_mean_squared_error: 12.9707 - output02_mean_squared_error: 21.0355 - output03_mean_squared_error: 32.0558 - output04_mean_squared_error: 24.9979 - output05_mean_squared_error: 18.3915 - output06_mean_squared_error: 18.8878 - output07_mean_squared_error: 21.2586 - output08_mean_squared_error: 14.0047 - output09_mean_squared_error: 19.0876 - output10_mean_squared_error: 19.0670 - output11_mean_squared_error: 20.7567 - output12_mean_squared_error: 16.5309 - output13_mean_squared_error: 24.7505 - output14_mean_squared_error: 17.3017 - output15_mean_squared_error: 27.0098 - output16_mean_squared_error: 20.7407 - output17_mean_squared_error: 21.3577 - output18_mean_squared_error: 14.1318 - output19_mean_squared_error: 9.9520 - output20_mean_squared_error: 11.4814 - output21_mean_squared_error: 29.3442 - output22_mean_squared_error: 22.2295 - output23_mean_squared_error: 15.3878 - output24_mean_squared_error: 21.2839 - output25_mean_squared_error: 27.7646 - output26_mean_squared_error: 14.5431 - output27_mean_squared_error: 28.3695 - output28_mean_squared_error: 19.7862 - output29_mean_squared_error: 25.4564 Epoch 1949/2000 121/121 [==============================] - 0s 428us/step - loss: 602.3087 - output00_loss: 12.3886 - output01_loss: 12.9699 - output02_loss: 21.0348 - output03_loss: 32.0557 - output04_loss: 24.9963 - output05_loss: 18.3914 - output06_loss: 18.8863 - output07_loss: 21.2576 - output08_loss: 14.0046 - output09_loss: 19.0876 - output10_loss: 19.0670 - output11_loss: 20.7567 - output12_loss: 16.5308 - output13_loss: 24.7499 - output14_loss: 17.3010 - output15_loss: 27.0087 - output16_loss: 20.7407 - output17_loss: 21.3572 - output18_loss: 14.1318 - output19_loss: 9.9510 - output20_loss: 11.4805 - output21_loss: 29.3439 - output22_loss: 22.2294 - output23_loss: 15.3878 - output24_loss: 21.2838 - output25_loss: 27.7646 - output26_loss: 14.5430 - output27_loss: 28.3693 - output28_loss: 19.7849 - output29_loss: 25.4539 - output00_mean_squared_error: 12.3886 - output01_mean_squared_error: 12.9699 - output02_mean_squared_error: 21.0348 - output03_mean_squared_error: 32.0557 - output04_mean_squared_error: 24.9963 - output05_mean_squared_error: 18.3914 - output06_mean_squared_error: 18.8863 - output07_mean_squared_error: 21.2576 - output08_mean_squared_error: 14.0046 - output09_mean_squared_error: 19.0876 - output10_mean_squared_error: 19.0670 - output11_mean_squared_error: 20.7567 - output12_mean_squared_error: 16.5308 - output13_mean_squared_error: 24.7499 - output14_mean_squared_error: 17.3010 - output15_mean_squared_error: 27.0087 - output16_mean_squared_error: 20.7407 - output17_mean_squared_error: 21.3572 - output18_mean_squared_error: 14.1318 - output19_mean_squared_error: 9.9510 - output20_mean_squared_error: 11.4805 - output21_mean_squared_error: 29.3439 - output22_mean_squared_error: 22.2294 - output23_mean_squared_error: 15.3878 - output24_mean_squared_error: 21.2838 - output25_mean_squared_error: 27.7646 - output26_mean_squared_error: 14.5430 - output27_mean_squared_error: 28.3693 - output28_mean_squared_error: 19.7849 - output29_mean_squared_error: 25.4539 Epoch 1950/2000 121/121 [==============================] - 0s 880us/step - loss: 602.2931 - output00_loss: 12.3886 - output01_loss: 12.9690 - output02_loss: 21.0341 - output03_loss: 32.0556 - output04_loss: 24.9947 - output05_loss: 18.3914 - output06_loss: 18.8848 - output07_loss: 21.2565 - output08_loss: 14.0045 - output09_loss: 19.0875 - output10_loss: 19.0670 - output11_loss: 20.7567 - output12_loss: 16.5307 - output13_loss: 24.7492 - output14_loss: 17.3003 - output15_loss: 27.0076 - output16_loss: 20.7407 - output17_loss: 21.3566 - output18_loss: 14.1318 - output19_loss: 9.9500 - output20_loss: 11.4797 - output21_loss: 29.3436 - output22_loss: 22.2294 - output23_loss: 15.3878 - output24_loss: 21.2836 - output25_loss: 27.7645 - output26_loss: 14.5430 - output27_loss: 28.3691 - output28_loss: 19.7835 - output29_loss: 25.4515 - output00_mean_squared_error: 12.3886 - output01_mean_squared_error: 12.9690 - output02_mean_squared_error: 21.0341 - output03_mean_squared_error: 32.0556 - output04_mean_squared_error: 24.9947 - output05_mean_squared_error: 18.3914 - output06_mean_squared_error: 18.8848 - output07_mean_squared_error: 21.2565 - output08_mean_squared_error: 14.0045 - output09_mean_squared_error: 19.0875 - output10_mean_squared_error: 19.0670 - output11_mean_squared_error: 20.7567 - output12_mean_squared_error: 16.5307 - output13_mean_squared_error: 24.7492 - output14_mean_squared_error: 17.3003 - output15_mean_squared_error: 27.0076 - output16_mean_squared_error: 20.7407 - output17_mean_squared_error: 21.3566 - output18_mean_squared_error: 14.1318 - output19_mean_squared_error: 9.9500 - output20_mean_squared_error: 11.4797 - output21_mean_squared_error: 29.3436 - output22_mean_squared_error: 22.2294 - output23_mean_squared_error: 15.3878 - output24_mean_squared_error: 21.2836 - output25_mean_squared_error: 27.7645 - output26_mean_squared_error: 14.5430 - output27_mean_squared_error: 28.3691 - output28_mean_squared_error: 19.7835 - output29_mean_squared_error: 25.4515 Epoch 1951/2000 121/121 [==============================] - 0s 899us/step - loss: 602.2774 - output00_loss: 12.3886 - output01_loss: 12.9682 - output02_loss: 21.0334 - output03_loss: 32.0554 - output04_loss: 24.9931 - output05_loss: 18.3913 - output06_loss: 18.8833 - output07_loss: 21.2554 - output08_loss: 14.0043 - output09_loss: 19.0875 - output10_loss: 19.0670 - output11_loss: 20.7567 - output12_loss: 16.5306 - output13_loss: 24.7486 - output14_loss: 17.2996 - output15_loss: 27.0065 - output16_loss: 20.7406 - output17_loss: 21.3561 - output18_loss: 14.1318 - output19_loss: 9.9490 - output20_loss: 11.4788 - output21_loss: 29.3434 - output22_loss: 22.2293 - output23_loss: 15.3878 - output24_loss: 21.2835 - output25_loss: 27.7645 - output26_loss: 14.5430 - output27_loss: 28.3690 - output28_loss: 19.7821 - output29_loss: 25.4490 - output00_mean_squared_error: 12.3886 - output01_mean_squared_error: 12.9682 - output02_mean_squared_error: 21.0334 - output03_mean_squared_error: 32.0554 - output04_mean_squared_error: 24.9931 - output05_mean_squared_error: 18.3913 - output06_mean_squared_error: 18.8833 - output07_mean_squared_error: 21.2554 - output08_mean_squared_error: 14.0043 - output09_mean_squared_error: 19.0875 - output10_mean_squared_error: 19.0670 - output11_mean_squared_error: 20.7567 - output12_mean_squared_error: 16.5306 - output13_mean_squared_error: 24.7486 - output14_mean_squared_error: 17.2996 - output15_mean_squared_error: 27.0065 - output16_mean_squared_error: 20.7406 - output17_mean_squared_error: 21.3561 - output18_mean_squared_error: 14.1318 - output19_mean_squared_error: 9.9490 - output20_mean_squared_error: 11.4788 - output21_mean_squared_error: 29.3434 - output22_mean_squared_error: 22.2293 - output23_mean_squared_error: 15.3878 - output24_mean_squared_error: 21.2835 - output25_mean_squared_error: 27.7645 - output26_mean_squared_error: 14.5430 - output27_mean_squared_error: 28.3690 - output28_mean_squared_error: 19.7821 - output29_mean_squared_error: 25.4490 Epoch 1952/2000 121/121 [==============================] - 0s 976us/step - loss: 602.2619 - output00_loss: 12.3886 - output01_loss: 12.9674 - output02_loss: 21.0326 - output03_loss: 32.0553 - output04_loss: 24.9915 - output05_loss: 18.3913 - output06_loss: 18.8818 - output07_loss: 21.2544 - output08_loss: 14.0042 - output09_loss: 19.0874 - output10_loss: 19.0669 - output11_loss: 20.7567 - output12_loss: 16.5305 - output13_loss: 24.7480 - output14_loss: 17.2989 - output15_loss: 27.0054 - output16_loss: 20.7406 - output17_loss: 21.3555 - output18_loss: 14.1318 - output19_loss: 9.9479 - output20_loss: 11.4779 - output21_loss: 29.3431 - output22_loss: 22.2293 - output23_loss: 15.3878 - output24_loss: 21.2834 - output25_loss: 27.7645 - output26_loss: 14.5430 - output27_loss: 28.3688 - output28_loss: 19.7807 - output29_loss: 25.4465 - output00_mean_squared_error: 12.3886 - output01_mean_squared_error: 12.9674 - output02_mean_squared_error: 21.0326 - output03_mean_squared_error: 32.0553 - output04_mean_squared_error: 24.9915 - output05_mean_squared_error: 18.3913 - output06_mean_squared_error: 18.8818 - output07_mean_squared_error: 21.2544 - output08_mean_squared_error: 14.0042 - output09_mean_squared_error: 19.0874 - output10_mean_squared_error: 19.0669 - output11_mean_squared_error: 20.7567 - output12_mean_squared_error: 16.5305 - output13_mean_squared_error: 24.7480 - output14_mean_squared_error: 17.2989 - output15_mean_squared_error: 27.0054 - output16_mean_squared_error: 20.7406 - output17_mean_squared_error: 21.3555 - output18_mean_squared_error: 14.1318 - output19_mean_squared_error: 9.9479 - output20_mean_squared_error: 11.4779 - output21_mean_squared_error: 29.3431 - output22_mean_squared_error: 22.2293 - output23_mean_squared_error: 15.3878 - output24_mean_squared_error: 21.2834 - output25_mean_squared_error: 27.7645 - output26_mean_squared_error: 14.5430 - output27_mean_squared_error: 28.3688 - output28_mean_squared_error: 19.7807 - output29_mean_squared_error: 25.4465 Epoch 1953/2000 121/121 [==============================] - 0s 1ms/step - loss: 602.2464 - output00_loss: 12.3886 - output01_loss: 12.9666 - output02_loss: 21.0319 - output03_loss: 32.0551 - output04_loss: 24.9899 - output05_loss: 18.3912 - output06_loss: 18.8803 - output07_loss: 21.2533 - output08_loss: 14.0040 - output09_loss: 19.0874 - output10_loss: 19.0669 - output11_loss: 20.7567 - output12_loss: 16.5304 - output13_loss: 24.7473 - output14_loss: 17.2982 - output15_loss: 27.0043 - output16_loss: 20.7406 - output17_loss: 21.3550 - output18_loss: 14.1318 - output19_loss: 9.9469 - output20_loss: 11.4771 - output21_loss: 29.3428 - output22_loss: 22.2292 - output23_loss: 15.3878 - output24_loss: 21.2832 - output25_loss: 27.7645 - output26_loss: 14.5430 - output27_loss: 28.3686 - output28_loss: 19.7794 - output29_loss: 25.4440 - output00_mean_squared_error: 12.3886 - output01_mean_squared_error: 12.9666 - output02_mean_squared_error: 21.0319 - output03_mean_squared_error: 32.0551 - output04_mean_squared_error: 24.9899 - output05_mean_squared_error: 18.3912 - output06_mean_squared_error: 18.8803 - output07_mean_squared_error: 21.2533 - output08_mean_squared_error: 14.0040 - output09_mean_squared_error: 19.0874 - output10_mean_squared_error: 19.0669 - output11_mean_squared_error: 20.7567 - output12_mean_squared_error: 16.5304 - output13_mean_squared_error: 24.7473 - output14_mean_squared_error: 17.2982 - output15_mean_squared_error: 27.0043 - output16_mean_squared_error: 20.7406 - output17_mean_squared_error: 21.3550 - output18_mean_squared_error: 14.1318 - output19_mean_squared_error: 9.9469 - output20_mean_squared_error: 11.4771 - output21_mean_squared_error: 29.3428 - output22_mean_squared_error: 22.2292 - output23_mean_squared_error: 15.3878 - output24_mean_squared_error: 21.2832 - output25_mean_squared_error: 27.7645 - output26_mean_squared_error: 14.5430 - output27_mean_squared_error: 28.3686 - output28_mean_squared_error: 19.7794 - output29_mean_squared_error: 25.4440 Epoch 1954/2000 121/121 [==============================] - 0s 1ms/step - loss: 602.2308 - output00_loss: 12.3886 - output01_loss: 12.9658 - output02_loss: 21.0312 - output03_loss: 32.0550 - output04_loss: 24.9883 - output05_loss: 18.3912 - output06_loss: 18.8788 - output07_loss: 21.2523 - output08_loss: 14.0039 - output09_loss: 19.0873 - output10_loss: 19.0669 - output11_loss: 20.7567 - output12_loss: 16.5303 - output13_loss: 24.7467 - output14_loss: 17.2975 - output15_loss: 27.0032 - output16_loss: 20.7406 - output17_loss: 21.3544 - output18_loss: 14.1318 - output19_loss: 9.9459 - output20_loss: 11.4762 - output21_loss: 29.3425 - output22_loss: 22.2292 - output23_loss: 15.3878 - output24_loss: 21.2831 - output25_loss: 27.7644 - output26_loss: 14.5430 - output27_loss: 28.3685 - output28_loss: 19.7780 - output29_loss: 25.4416 - output00_mean_squared_error: 12.3886 - output01_mean_squared_error: 12.9658 - output02_mean_squared_error: 21.0312 - output03_mean_squared_error: 32.0550 - output04_mean_squared_error: 24.9883 - output05_mean_squared_error: 18.3912 - output06_mean_squared_error: 18.8788 - output07_mean_squared_error: 21.2523 - output08_mean_squared_error: 14.0039 - output09_mean_squared_error: 19.0873 - output10_mean_squared_error: 19.0669 - output11_mean_squared_error: 20.7567 - output12_mean_squared_error: 16.5303 - output13_mean_squared_error: 24.7467 - output14_mean_squared_error: 17.2975 - output15_mean_squared_error: 27.0032 - output16_mean_squared_error: 20.7406 - output17_mean_squared_error: 21.3544 - output18_mean_squared_error: 14.1318 - output19_mean_squared_error: 9.9459 - output20_mean_squared_error: 11.4762 - output21_mean_squared_error: 29.3425 - output22_mean_squared_error: 22.2292 - output23_mean_squared_error: 15.3878 - output24_mean_squared_error: 21.2831 - output25_mean_squared_error: 27.7644 - output26_mean_squared_error: 14.5430 - output27_mean_squared_error: 28.3685 - output28_mean_squared_error: 19.7780 - output29_mean_squared_error: 25.4416 Epoch 1955/2000 121/121 [==============================] - 0s 1ms/step - loss: 602.2153 - output00_loss: 12.3886 - output01_loss: 12.9650 - output02_loss: 21.0305 - output03_loss: 32.0549 - output04_loss: 24.9868 - output05_loss: 18.3911 - output06_loss: 18.8774 - output07_loss: 21.2512 - output08_loss: 14.0038 - output09_loss: 19.0873 - output10_loss: 19.0669 - output11_loss: 20.7567 - output12_loss: 16.5302 - output13_loss: 24.7460 - output14_loss: 17.2968 - output15_loss: 27.0021 - output16_loss: 20.7406 - output17_loss: 21.3539 - output18_loss: 14.1318 - output19_loss: 9.9448 - output20_loss: 11.4754 - output21_loss: 29.3422 - output22_loss: 22.2291 - output23_loss: 15.3878 - output24_loss: 21.2830 - output25_loss: 27.7644 - output26_loss: 14.5430 - output27_loss: 28.3683 - output28_loss: 19.7766 - output29_loss: 25.4391 - output00_mean_squared_error: 12.3886 - output01_mean_squared_error: 12.9650 - output02_mean_squared_error: 21.0305 - output03_mean_squared_error: 32.0549 - output04_mean_squared_error: 24.9868 - output05_mean_squared_error: 18.3911 - output06_mean_squared_error: 18.8774 - output07_mean_squared_error: 21.2512 - output08_mean_squared_error: 14.0038 - output09_mean_squared_error: 19.0873 - output10_mean_squared_error: 19.0669 - output11_mean_squared_error: 20.7567 - output12_mean_squared_error: 16.5302 - output13_mean_squared_error: 24.7460 - output14_mean_squared_error: 17.2968 - output15_mean_squared_error: 27.0021 - output16_mean_squared_error: 20.7406 - output17_mean_squared_error: 21.3539 - output18_mean_squared_error: 14.1318 - output19_mean_squared_error: 9.9448 - output20_mean_squared_error: 11.4754 - output21_mean_squared_error: 29.3422 - output22_mean_squared_error: 22.2291 - output23_mean_squared_error: 15.3878 - output24_mean_squared_error: 21.2830 - output25_mean_squared_error: 27.7644 - output26_mean_squared_error: 14.5430 - output27_mean_squared_error: 28.3683 - output28_mean_squared_error: 19.7766 - output29_mean_squared_error: 25.4391 Epoch 1956/2000 121/121 [==============================] - 0s 1ms/step - loss: 602.1998 - output00_loss: 12.3886 - output01_loss: 12.9642 - output02_loss: 21.0298 - output03_loss: 32.0547 - output04_loss: 24.9852 - output05_loss: 18.3911 - output06_loss: 18.8759 - output07_loss: 21.2502 - output08_loss: 14.0036 - output09_loss: 19.0872 - output10_loss: 19.0669 - output11_loss: 20.7567 - output12_loss: 16.5301 - output13_loss: 24.7454 - output14_loss: 17.2961 - output15_loss: 27.0011 - output16_loss: 20.7406 - output17_loss: 21.3534 - output18_loss: 14.1318 - output19_loss: 9.9438 - output20_loss: 11.4745 - output21_loss: 29.3420 - output22_loss: 22.2291 - output23_loss: 15.3878 - output24_loss: 21.2828 - output25_loss: 27.7644 - output26_loss: 14.5430 - output27_loss: 28.3681 - output28_loss: 19.7752 - output29_loss: 25.4367 - output00_mean_squared_error: 12.3886 - output01_mean_squared_error: 12.9642 - output02_mean_squared_error: 21.0298 - output03_mean_squared_error: 32.0547 - output04_mean_squared_error: 24.9852 - output05_mean_squared_error: 18.3911 - output06_mean_squared_error: 18.8759 - output07_mean_squared_error: 21.2502 - output08_mean_squared_error: 14.0036 - output09_mean_squared_error: 19.0872 - output10_mean_squared_error: 19.0669 - output11_mean_squared_error: 20.7567 - output12_mean_squared_error: 16.5301 - output13_mean_squared_error: 24.7454 - output14_mean_squared_error: 17.2961 - output15_mean_squared_error: 27.0011 - output16_mean_squared_error: 20.7406 - output17_mean_squared_error: 21.3534 - output18_mean_squared_error: 14.1318 - output19_mean_squared_error: 9.9438 - output20_mean_squared_error: 11.4745 - output21_mean_squared_error: 29.3420 - output22_mean_squared_error: 22.2291 - output23_mean_squared_error: 15.3878 - output24_mean_squared_error: 21.2828 - output25_mean_squared_error: 27.7644 - output26_mean_squared_error: 14.5430 - output27_mean_squared_error: 28.3681 - output28_mean_squared_error: 19.7752 - output29_mean_squared_error: 25.4367 Epoch 1957/2000 121/121 [==============================] - 0s 2ms/step - loss: 602.1844 - output00_loss: 12.3886 - output01_loss: 12.9634 - output02_loss: 21.0291 - output03_loss: 32.0546 - output04_loss: 24.9836 - output05_loss: 18.3911 - output06_loss: 18.8744 - output07_loss: 21.2491 - output08_loss: 14.0035 - output09_loss: 19.0872 - output10_loss: 19.0668 - output11_loss: 20.7567 - output12_loss: 16.5300 - output13_loss: 24.7448 - output14_loss: 17.2954 - output15_loss: 27.0000 - output16_loss: 20.7406 - output17_loss: 21.3528 - output18_loss: 14.1318 - output19_loss: 9.9428 - output20_loss: 11.4736 - output21_loss: 29.3417 - output22_loss: 22.2290 - output23_loss: 15.3878 - output24_loss: 21.2827 - output25_loss: 27.7643 - output26_loss: 14.5430 - output27_loss: 28.3680 - output28_loss: 19.7739 - output29_loss: 25.4342 - output00_mean_squared_error: 12.3886 - output01_mean_squared_error: 12.9634 - output02_mean_squared_error: 21.0291 - output03_mean_squared_error: 32.0546 - output04_mean_squared_error: 24.9836 - output05_mean_squared_error: 18.3911 - output06_mean_squared_error: 18.8744 - output07_mean_squared_error: 21.2491 - output08_mean_squared_error: 14.0035 - output09_mean_squared_error: 19.0872 - output10_mean_squared_error: 19.0668 - output11_mean_squared_error: 20.7567 - output12_mean_squared_error: 16.5300 - output13_mean_squared_error: 24.7448 - output14_mean_squared_error: 17.2954 - output15_mean_squared_error: 27.0000 - output16_mean_squared_error: 20.7406 - output17_mean_squared_error: 21.3528 - output18_mean_squared_error: 14.1318 - output19_mean_squared_error: 9.9428 - output20_mean_squared_error: 11.4736 - output21_mean_squared_error: 29.3417 - output22_mean_squared_error: 22.2290 - output23_mean_squared_error: 15.3878 - output24_mean_squared_error: 21.2827 - output25_mean_squared_error: 27.7643 - output26_mean_squared_error: 14.5430 - output27_mean_squared_error: 28.3680 - output28_mean_squared_error: 19.7739 - output29_mean_squared_error: 25.4342 Epoch 1958/2000 121/121 [==============================] - 0s 1ms/step - loss: 602.1691 - output00_loss: 12.3886 - output01_loss: 12.9626 - output02_loss: 21.0283 - output03_loss: 32.0545 - output04_loss: 24.9820 - output05_loss: 18.3910 - output06_loss: 18.8729 - output07_loss: 21.2481 - output08_loss: 14.0034 - output09_loss: 19.0871 - output10_loss: 19.0668 - output11_loss: 20.7567 - output12_loss: 16.5299 - output13_loss: 24.7441 - output14_loss: 17.2947 - output15_loss: 26.9989 - output16_loss: 20.7406 - output17_loss: 21.3523 - output18_loss: 14.1318 - output19_loss: 9.9418 - output20_loss: 11.4728 - output21_loss: 29.3414 - output22_loss: 22.2290 - output23_loss: 15.3878 - output24_loss: 21.2826 - output25_loss: 27.7643 - output26_loss: 14.5430 - output27_loss: 28.3678 - output28_loss: 19.7725 - output29_loss: 25.4317 - output00_mean_squared_error: 12.3886 - output01_mean_squared_error: 12.9626 - output02_mean_squared_error: 21.0283 - output03_mean_squared_error: 32.0545 - output04_mean_squared_error: 24.9820 - output05_mean_squared_error: 18.3910 - output06_mean_squared_error: 18.8729 - output07_mean_squared_error: 21.2481 - output08_mean_squared_error: 14.0034 - output09_mean_squared_error: 19.0871 - output10_mean_squared_error: 19.0668 - output11_mean_squared_error: 20.7567 - output12_mean_squared_error: 16.5299 - output13_mean_squared_error: 24.7441 - output14_mean_squared_error: 17.2947 - output15_mean_squared_error: 26.9989 - output16_mean_squared_error: 20.7406 - output17_mean_squared_error: 21.3523 - output18_mean_squared_error: 14.1318 - output19_mean_squared_error: 9.9418 - output20_mean_squared_error: 11.4728 - output21_mean_squared_error: 29.3414 - output22_mean_squared_error: 22.2290 - output23_mean_squared_error: 15.3878 - output24_mean_squared_error: 21.2826 - output25_mean_squared_error: 27.7643 - output26_mean_squared_error: 14.5430 - output27_mean_squared_error: 28.3678 - output28_mean_squared_error: 19.7725 - output29_mean_squared_error: 25.4317 Epoch 1959/2000 121/121 [==============================] - 0s 739us/step - loss: 602.1538 - output00_loss: 12.3886 - output01_loss: 12.9618 - output02_loss: 21.0276 - output03_loss: 32.0543 - output04_loss: 24.9804 - output05_loss: 18.3910 - output06_loss: 18.8714 - output07_loss: 21.2470 - output08_loss: 14.0032 - output09_loss: 19.0871 - output10_loss: 19.0668 - output11_loss: 20.7567 - output12_loss: 16.5298 - output13_loss: 24.7435 - output14_loss: 17.2940 - output15_loss: 26.9978 - output16_loss: 20.7406 - output17_loss: 21.3518 - output18_loss: 14.1318 - output19_loss: 9.9408 - output20_loss: 11.4719 - output21_loss: 29.3411 - output22_loss: 22.2290 - output23_loss: 15.3878 - output24_loss: 21.2825 - output25_loss: 27.7643 - output26_loss: 14.5430 - output27_loss: 28.3676 - output28_loss: 19.7711 - output29_loss: 25.4293 - output00_mean_squared_error: 12.3886 - output01_mean_squared_error: 12.9618 - output02_mean_squared_error: 21.0276 - output03_mean_squared_error: 32.0543 - output04_mean_squared_error: 24.9804 - output05_mean_squared_error: 18.3910 - output06_mean_squared_error: 18.8714 - output07_mean_squared_error: 21.2470 - output08_mean_squared_error: 14.0032 - output09_mean_squared_error: 19.0871 - output10_mean_squared_error: 19.0668 - output11_mean_squared_error: 20.7567 - output12_mean_squared_error: 16.5298 - output13_mean_squared_error: 24.7435 - output14_mean_squared_error: 17.2940 - output15_mean_squared_error: 26.9978 - output16_mean_squared_error: 20.7406 - output17_mean_squared_error: 21.3518 - output18_mean_squared_error: 14.1318 - output19_mean_squared_error: 9.9408 - output20_mean_squared_error: 11.4719 - output21_mean_squared_error: 29.3411 - output22_mean_squared_error: 22.2290 - output23_mean_squared_error: 15.3878 - output24_mean_squared_error: 21.2825 - output25_mean_squared_error: 27.7643 - output26_mean_squared_error: 14.5430 - output27_mean_squared_error: 28.3676 - output28_mean_squared_error: 19.7711 - output29_mean_squared_error: 25.4293 Epoch 1960/2000 121/121 [==============================] - 0s 713us/step - loss: 602.1384 - output00_loss: 12.3886 - output01_loss: 12.9610 - output02_loss: 21.0269 - output03_loss: 32.0542 - output04_loss: 24.9789 - output05_loss: 18.3909 - output06_loss: 18.8699 - output07_loss: 21.2460 - output08_loss: 14.0031 - output09_loss: 19.0870 - output10_loss: 19.0668 - output11_loss: 20.7567 - output12_loss: 16.5297 - output13_loss: 24.7429 - output14_loss: 17.2933 - output15_loss: 26.9968 - output16_loss: 20.7406 - output17_loss: 21.3512 - output18_loss: 14.1318 - output19_loss: 9.9397 - output20_loss: 11.4711 - output21_loss: 29.3409 - output22_loss: 22.2289 - output23_loss: 15.3878 - output24_loss: 21.2823 - output25_loss: 27.7642 - output26_loss: 14.5430 - output27_loss: 28.3675 - output28_loss: 19.7698 - output29_loss: 25.4269 - output00_mean_squared_error: 12.3886 - output01_mean_squared_error: 12.9610 - output02_mean_squared_error: 21.0269 - output03_mean_squared_error: 32.0542 - output04_mean_squared_error: 24.9789 - output05_mean_squared_error: 18.3909 - output06_mean_squared_error: 18.8699 - output07_mean_squared_error: 21.2460 - output08_mean_squared_error: 14.0031 - output09_mean_squared_error: 19.0870 - output10_mean_squared_error: 19.0668 - output11_mean_squared_error: 20.7567 - output12_mean_squared_error: 16.5297 - output13_mean_squared_error: 24.7429 - output14_mean_squared_error: 17.2933 - output15_mean_squared_error: 26.9968 - output16_mean_squared_error: 20.7406 - output17_mean_squared_error: 21.3512 - output18_mean_squared_error: 14.1318 - output19_mean_squared_error: 9.9397 - output20_mean_squared_error: 11.4711 - output21_mean_squared_error: 29.3409 - output22_mean_squared_error: 22.2289 - output23_mean_squared_error: 15.3878 - output24_mean_squared_error: 21.2823 - output25_mean_squared_error: 27.7642 - output26_mean_squared_error: 14.5430 - output27_mean_squared_error: 28.3675 - output28_mean_squared_error: 19.7698 - output29_mean_squared_error: 25.4269 Epoch 1961/2000 121/121 [==============================] - 0s 1ms/step - loss: 602.1231 - output00_loss: 12.3886 - output01_loss: 12.9602 - output02_loss: 21.0262 - output03_loss: 32.0541 - output04_loss: 24.9773 - output05_loss: 18.3909 - output06_loss: 18.8685 - output07_loss: 21.2450 - output08_loss: 14.0029 - output09_loss: 19.0870 - output10_loss: 19.0668 - output11_loss: 20.7567 - output12_loss: 16.5296 - output13_loss: 24.7422 - output14_loss: 17.2926 - output15_loss: 26.9957 - output16_loss: 20.7406 - output17_loss: 21.3507 - output18_loss: 14.1318 - output19_loss: 9.9387 - output20_loss: 11.4702 - output21_loss: 29.3406 - output22_loss: 22.2289 - output23_loss: 15.3878 - output24_loss: 21.2822 - output25_loss: 27.7642 - output26_loss: 14.5430 - output27_loss: 28.3673 - output28_loss: 19.7684 - output29_loss: 25.4244 - output00_mean_squared_error: 12.3886 - output01_mean_squared_error: 12.9602 - output02_mean_squared_error: 21.0262 - output03_mean_squared_error: 32.0541 - output04_mean_squared_error: 24.9773 - output05_mean_squared_error: 18.3909 - output06_mean_squared_error: 18.8685 - output07_mean_squared_error: 21.2450 - output08_mean_squared_error: 14.0029 - output09_mean_squared_error: 19.0870 - output10_mean_squared_error: 19.0668 - output11_mean_squared_error: 20.7567 - output12_mean_squared_error: 16.5296 - output13_mean_squared_error: 24.7422 - output14_mean_squared_error: 17.2926 - output15_mean_squared_error: 26.9957 - output16_mean_squared_error: 20.7406 - output17_mean_squared_error: 21.3507 - output18_mean_squared_error: 14.1318 - output19_mean_squared_error: 9.9387 - output20_mean_squared_error: 11.4702 - output21_mean_squared_error: 29.3406 - output22_mean_squared_error: 22.2289 - output23_mean_squared_error: 15.3878 - output24_mean_squared_error: 21.2822 - output25_mean_squared_error: 27.7642 - output26_mean_squared_error: 14.5430 - output27_mean_squared_error: 28.3673 - output28_mean_squared_error: 19.7684 - output29_mean_squared_error: 25.4244 Epoch 1962/2000 121/121 [==============================] - 0s 879us/step - loss: 602.1078 - output00_loss: 12.3886 - output01_loss: 12.9594 - output02_loss: 21.0255 - output03_loss: 32.0539 - output04_loss: 24.9757 - output05_loss: 18.3908 - output06_loss: 18.8670 - output07_loss: 21.2439 - output08_loss: 14.0028 - output09_loss: 19.0869 - output10_loss: 19.0667 - output11_loss: 20.7567 - output12_loss: 16.5295 - output13_loss: 24.7416 - output14_loss: 17.2919 - output15_loss: 26.9946 - output16_loss: 20.7406 - output17_loss: 21.3502 - output18_loss: 14.1318 - output19_loss: 9.9377 - output20_loss: 11.4694 - output21_loss: 29.3403 - output22_loss: 22.2288 - output23_loss: 15.3878 - output24_loss: 21.2821 - output25_loss: 27.7642 - output26_loss: 14.5430 - output27_loss: 28.3672 - output28_loss: 19.7671 - output29_loss: 25.4220 - output00_mean_squared_error: 12.3886 - output01_mean_squared_error: 12.9594 - output02_mean_squared_error: 21.0255 - output03_mean_squared_error: 32.0539 - output04_mean_squared_error: 24.9757 - output05_mean_squared_error: 18.3908 - output06_mean_squared_error: 18.8670 - output07_mean_squared_error: 21.2439 - output08_mean_squared_error: 14.0028 - output09_mean_squared_error: 19.0869 - output10_mean_squared_error: 19.0667 - output11_mean_squared_error: 20.7567 - output12_mean_squared_error: 16.5295 - output13_mean_squared_error: 24.7416 - output14_mean_squared_error: 17.2919 - output15_mean_squared_error: 26.9946 - output16_mean_squared_error: 20.7406 - output17_mean_squared_error: 21.3502 - output18_mean_squared_error: 14.1318 - output19_mean_squared_error: 9.9377 - output20_mean_squared_error: 11.4694 - output21_mean_squared_error: 29.3403 - output22_mean_squared_error: 22.2288 - output23_mean_squared_error: 15.3878 - output24_mean_squared_error: 21.2821 - output25_mean_squared_error: 27.7642 - output26_mean_squared_error: 14.5430 - output27_mean_squared_error: 28.3672 - output28_mean_squared_error: 19.7671 - output29_mean_squared_error: 25.4220 Epoch 1963/2000 121/121 [==============================] - 0s 1ms/step - loss: 602.0925 - output00_loss: 12.3886 - output01_loss: 12.9586 - output02_loss: 21.0248 - output03_loss: 32.0538 - output04_loss: 24.9741 - output05_loss: 18.3908 - output06_loss: 18.8655 - output07_loss: 21.2429 - output08_loss: 14.0027 - output09_loss: 19.0869 - output10_loss: 19.0667 - output11_loss: 20.7567 - output12_loss: 16.5294 - output13_loss: 24.7410 - output14_loss: 17.2912 - output15_loss: 26.9935 - output16_loss: 20.7406 - output17_loss: 21.3496 - output18_loss: 14.1318 - output19_loss: 9.9367 - output20_loss: 11.4685 - output21_loss: 29.3401 - output22_loss: 22.2288 - output23_loss: 15.3878 - output24_loss: 21.2820 - output25_loss: 27.7642 - output26_loss: 14.5430 - output27_loss: 28.3670 - output28_loss: 19.7657 - output29_loss: 25.4195 - output00_mean_squared_error: 12.3886 - output01_mean_squared_error: 12.9586 - output02_mean_squared_error: 21.0248 - output03_mean_squared_error: 32.0538 - output04_mean_squared_error: 24.9741 - output05_mean_squared_error: 18.3908 - output06_mean_squared_error: 18.8655 - output07_mean_squared_error: 21.2429 - output08_mean_squared_error: 14.0027 - output09_mean_squared_error: 19.0869 - output10_mean_squared_error: 19.0667 - output11_mean_squared_error: 20.7567 - output12_mean_squared_error: 16.5294 - output13_mean_squared_error: 24.7410 - output14_mean_squared_error: 17.2912 - output15_mean_squared_error: 26.9935 - output16_mean_squared_error: 20.7406 - output17_mean_squared_error: 21.3496 - output18_mean_squared_error: 14.1318 - output19_mean_squared_error: 9.9367 - output20_mean_squared_error: 11.4685 - output21_mean_squared_error: 29.3401 - output22_mean_squared_error: 22.2288 - output23_mean_squared_error: 15.3878 - output24_mean_squared_error: 21.2820 - output25_mean_squared_error: 27.7642 - output26_mean_squared_error: 14.5430 - output27_mean_squared_error: 28.3670 - output28_mean_squared_error: 19.7657 - output29_mean_squared_error: 25.4195 Epoch 1964/2000 121/121 [==============================] - 0s 784us/step - loss: 602.0771 - output00_loss: 12.3886 - output01_loss: 12.9578 - output02_loss: 21.0241 - output03_loss: 32.0537 - output04_loss: 24.9726 - output05_loss: 18.3907 - output06_loss: 18.8640 - output07_loss: 21.2419 - output08_loss: 14.0025 - output09_loss: 19.0868 - output10_loss: 19.0667 - output11_loss: 20.7567 - output12_loss: 16.5293 - output13_loss: 24.7404 - output14_loss: 17.2905 - output15_loss: 26.9925 - output16_loss: 20.7406 - output17_loss: 21.3491 - output18_loss: 14.1317 - output19_loss: 9.9357 - output20_loss: 11.4677 - output21_loss: 29.3398 - output22_loss: 22.2287 - output23_loss: 15.3878 - output24_loss: 21.2818 - output25_loss: 27.7641 - output26_loss: 14.5430 - output27_loss: 28.3668 - output28_loss: 19.7644 - output29_loss: 25.4171 - output00_mean_squared_error: 12.3886 - output01_mean_squared_error: 12.9578 - output02_mean_squared_error: 21.0241 - output03_mean_squared_error: 32.0537 - output04_mean_squared_error: 24.9726 - output05_mean_squared_error: 18.3907 - output06_mean_squared_error: 18.8640 - output07_mean_squared_error: 21.2419 - output08_mean_squared_error: 14.0025 - output09_mean_squared_error: 19.0868 - output10_mean_squared_error: 19.0667 - output11_mean_squared_error: 20.7567 - output12_mean_squared_error: 16.5293 - output13_mean_squared_error: 24.7404 - output14_mean_squared_error: 17.2905 - output15_mean_squared_error: 26.9925 - output16_mean_squared_error: 20.7406 - output17_mean_squared_error: 21.3491 - output18_mean_squared_error: 14.1317 - output19_mean_squared_error: 9.9357 - output20_mean_squared_error: 11.4677 - output21_mean_squared_error: 29.3398 - output22_mean_squared_error: 22.2287 - output23_mean_squared_error: 15.3878 - output24_mean_squared_error: 21.2818 - output25_mean_squared_error: 27.7641 - output26_mean_squared_error: 14.5430 - output27_mean_squared_error: 28.3668 - output28_mean_squared_error: 19.7644 - output29_mean_squared_error: 25.4171 Epoch 1965/2000 121/121 [==============================] - 0s 844us/step - loss: 602.0620 - output00_loss: 12.3886 - output01_loss: 12.9570 - output02_loss: 21.0234 - output03_loss: 32.0536 - output04_loss: 24.9710 - output05_loss: 18.3907 - output06_loss: 18.8626 - output07_loss: 21.2408 - output08_loss: 14.0024 - output09_loss: 19.0868 - output10_loss: 19.0667 - output11_loss: 20.7567 - output12_loss: 16.5292 - output13_loss: 24.7397 - output14_loss: 17.2898 - output15_loss: 26.9914 - output16_loss: 20.7406 - output17_loss: 21.3486 - output18_loss: 14.1317 - output19_loss: 9.9347 - output20_loss: 11.4669 - output21_loss: 29.3395 - output22_loss: 22.2287 - output23_loss: 15.3878 - output24_loss: 21.2817 - output25_loss: 27.7641 - output26_loss: 14.5430 - output27_loss: 28.3667 - output28_loss: 19.7630 - output29_loss: 25.4147 - output00_mean_squared_error: 12.3886 - output01_mean_squared_error: 12.9570 - output02_mean_squared_error: 21.0234 - output03_mean_squared_error: 32.0536 - output04_mean_squared_error: 24.9710 - output05_mean_squared_error: 18.3907 - output06_mean_squared_error: 18.8626 - output07_mean_squared_error: 21.2408 - output08_mean_squared_error: 14.0024 - output09_mean_squared_error: 19.0868 - output10_mean_squared_error: 19.0667 - output11_mean_squared_error: 20.7567 - output12_mean_squared_error: 16.5292 - output13_mean_squared_error: 24.7397 - output14_mean_squared_error: 17.2898 - output15_mean_squared_error: 26.9914 - output16_mean_squared_error: 20.7406 - output17_mean_squared_error: 21.3486 - output18_mean_squared_error: 14.1317 - output19_mean_squared_error: 9.9347 - output20_mean_squared_error: 11.4669 - output21_mean_squared_error: 29.3395 - output22_mean_squared_error: 22.2287 - output23_mean_squared_error: 15.3878 - output24_mean_squared_error: 21.2817 - output25_mean_squared_error: 27.7641 - output26_mean_squared_error: 14.5430 - output27_mean_squared_error: 28.3667 - output28_mean_squared_error: 19.7630 - output29_mean_squared_error: 25.4147 Epoch 1966/2000 121/121 [==============================] - 0s 1ms/step - loss: 602.0468 - output00_loss: 12.3886 - output01_loss: 12.9563 - output02_loss: 21.0227 - output03_loss: 32.0534 - output04_loss: 24.9694 - output05_loss: 18.3907 - output06_loss: 18.8611 - output07_loss: 21.2398 - output08_loss: 14.0023 - output09_loss: 19.0867 - output10_loss: 19.0667 - output11_loss: 20.7567 - output12_loss: 16.5291 - output13_loss: 24.7391 - output14_loss: 17.2891 - output15_loss: 26.9903 - output16_loss: 20.7406 - output17_loss: 21.3481 - output18_loss: 14.1317 - output19_loss: 9.9337 - output20_loss: 11.4660 - output21_loss: 29.3392 - output22_loss: 22.2287 - output23_loss: 15.3878 - output24_loss: 21.2816 - output25_loss: 27.7641 - output26_loss: 14.5430 - output27_loss: 28.3665 - output28_loss: 19.7617 - output29_loss: 25.4122 - output00_mean_squared_error: 12.3886 - output01_mean_squared_error: 12.9563 - output02_mean_squared_error: 21.0227 - output03_mean_squared_error: 32.0534 - output04_mean_squared_error: 24.9694 - output05_mean_squared_error: 18.3907 - output06_mean_squared_error: 18.8611 - output07_mean_squared_error: 21.2398 - output08_mean_squared_error: 14.0023 - output09_mean_squared_error: 19.0867 - output10_mean_squared_error: 19.0667 - output11_mean_squared_error: 20.7567 - output12_mean_squared_error: 16.5291 - output13_mean_squared_error: 24.7391 - output14_mean_squared_error: 17.2891 - output15_mean_squared_error: 26.9903 - output16_mean_squared_error: 20.7406 - output17_mean_squared_error: 21.3481 - output18_mean_squared_error: 14.1317 - output19_mean_squared_error: 9.9337 - output20_mean_squared_error: 11.4660 - output21_mean_squared_error: 29.3392 - output22_mean_squared_error: 22.2287 - output23_mean_squared_error: 15.3878 - output24_mean_squared_error: 21.2816 - output25_mean_squared_error: 27.7641 - output26_mean_squared_error: 14.5430 - output27_mean_squared_error: 28.3665 - output28_mean_squared_error: 19.7617 - output29_mean_squared_error: 25.4122 Epoch 1967/2000 121/121 [==============================] - 0s 619us/step - loss: 602.0317 - output00_loss: 12.3886 - output01_loss: 12.9555 - output02_loss: 21.0220 - output03_loss: 32.0533 - output04_loss: 24.9679 - output05_loss: 18.3906 - output06_loss: 18.8596 - output07_loss: 21.2388 - output08_loss: 14.0021 - output09_loss: 19.0867 - output10_loss: 19.0666 - output11_loss: 20.7567 - output12_loss: 16.5290 - output13_loss: 24.7385 - output14_loss: 17.2885 - output15_loss: 26.9893 - output16_loss: 20.7406 - output17_loss: 21.3475 - output18_loss: 14.1317 - output19_loss: 9.9327 - output20_loss: 11.4652 - output21_loss: 29.3390 - output22_loss: 22.2286 - output23_loss: 15.3878 - output24_loss: 21.2815 - output25_loss: 27.7640 - output26_loss: 14.5430 - output27_loss: 28.3664 - output28_loss: 19.7603 - output29_loss: 25.4098 - output00_mean_squared_error: 12.3886 - output01_mean_squared_error: 12.9555 - output02_mean_squared_error: 21.0220 - output03_mean_squared_error: 32.0533 - output04_mean_squared_error: 24.9679 - output05_mean_squared_error: 18.3906 - output06_mean_squared_error: 18.8596 - output07_mean_squared_error: 21.2388 - output08_mean_squared_error: 14.0021 - output09_mean_squared_error: 19.0867 - output10_mean_squared_error: 19.0666 - output11_mean_squared_error: 20.7567 - output12_mean_squared_error: 16.5290 - output13_mean_squared_error: 24.7385 - output14_mean_squared_error: 17.2885 - output15_mean_squared_error: 26.9893 - output16_mean_squared_error: 20.7406 - output17_mean_squared_error: 21.3475 - output18_mean_squared_error: 14.1317 - output19_mean_squared_error: 9.9327 - output20_mean_squared_error: 11.4652 - output21_mean_squared_error: 29.3390 - output22_mean_squared_error: 22.2286 - output23_mean_squared_error: 15.3878 - output24_mean_squared_error: 21.2815 - output25_mean_squared_error: 27.7640 - output26_mean_squared_error: 14.5430 - output27_mean_squared_error: 28.3664 - output28_mean_squared_error: 19.7603 - output29_mean_squared_error: 25.4098 Epoch 1968/2000 121/121 [==============================] - 0s 589us/step - loss: 602.0167 - output00_loss: 12.3886 - output01_loss: 12.9547 - output02_loss: 21.0213 - output03_loss: 32.0532 - output04_loss: 24.9663 - output05_loss: 18.3906 - output06_loss: 18.8582 - output07_loss: 21.2377 - output08_loss: 14.0020 - output09_loss: 19.0866 - output10_loss: 19.0666 - output11_loss: 20.7567 - output12_loss: 16.5289 - output13_loss: 24.7379 - output14_loss: 17.2878 - output15_loss: 26.9882 - output16_loss: 20.7406 - output17_loss: 21.3470 - output18_loss: 14.1317 - output19_loss: 9.9316 - output20_loss: 11.4643 - output21_loss: 29.3387 - output22_loss: 22.2286 - output23_loss: 15.3877 - output24_loss: 21.2813 - output25_loss: 27.7640 - output26_loss: 14.5430 - output27_loss: 28.3662 - output28_loss: 19.7590 - output29_loss: 25.4074 - output00_mean_squared_error: 12.3886 - output01_mean_squared_error: 12.9547 - output02_mean_squared_error: 21.0213 - output03_mean_squared_error: 32.0532 - output04_mean_squared_error: 24.9663 - output05_mean_squared_error: 18.3906 - output06_mean_squared_error: 18.8582 - output07_mean_squared_error: 21.2377 - output08_mean_squared_error: 14.0020 - output09_mean_squared_error: 19.0866 - output10_mean_squared_error: 19.0666 - output11_mean_squared_error: 20.7567 - output12_mean_squared_error: 16.5289 - output13_mean_squared_error: 24.7379 - output14_mean_squared_error: 17.2878 - output15_mean_squared_error: 26.9882 - output16_mean_squared_error: 20.7406 - output17_mean_squared_error: 21.3470 - output18_mean_squared_error: 14.1317 - output19_mean_squared_error: 9.9316 - output20_mean_squared_error: 11.4643 - output21_mean_squared_error: 29.3387 - output22_mean_squared_error: 22.2286 - output23_mean_squared_error: 15.3877 - output24_mean_squared_error: 21.2813 - output25_mean_squared_error: 27.7640 - output26_mean_squared_error: 14.5430 - output27_mean_squared_error: 28.3662 - output28_mean_squared_error: 19.7590 - output29_mean_squared_error: 25.4074 Epoch 1969/2000 121/121 [==============================] - 0s 884us/step - loss: 602.0015 - output00_loss: 12.3886 - output01_loss: 12.9539 - output02_loss: 21.0206 - output03_loss: 32.0530 - output04_loss: 24.9648 - output05_loss: 18.3905 - output06_loss: 18.8567 - output07_loss: 21.2367 - output08_loss: 14.0019 - output09_loss: 19.0866 - output10_loss: 19.0666 - output11_loss: 20.7567 - output12_loss: 16.5288 - output13_loss: 24.7373 - output14_loss: 17.2871 - output15_loss: 26.9872 - output16_loss: 20.7406 - output17_loss: 21.3465 - output18_loss: 14.1317 - output19_loss: 9.9306 - output20_loss: 11.4635 - output21_loss: 29.3384 - output22_loss: 22.2285 - output23_loss: 15.3877 - output24_loss: 21.2812 - output25_loss: 27.7640 - output26_loss: 14.5430 - output27_loss: 28.3661 - output28_loss: 19.7576 - output29_loss: 25.4050 - output00_mean_squared_error: 12.3886 - output01_mean_squared_error: 12.9539 - output02_mean_squared_error: 21.0206 - output03_mean_squared_error: 32.0530 - output04_mean_squared_error: 24.9648 - output05_mean_squared_error: 18.3905 - output06_mean_squared_error: 18.8567 - output07_mean_squared_error: 21.2367 - output08_mean_squared_error: 14.0019 - output09_mean_squared_error: 19.0866 - output10_mean_squared_error: 19.0666 - output11_mean_squared_error: 20.7567 - output12_mean_squared_error: 16.5288 - output13_mean_squared_error: 24.7373 - output14_mean_squared_error: 17.2871 - output15_mean_squared_error: 26.9872 - output16_mean_squared_error: 20.7406 - output17_mean_squared_error: 21.3465 - output18_mean_squared_error: 14.1317 - output19_mean_squared_error: 9.9306 - output20_mean_squared_error: 11.4635 - output21_mean_squared_error: 29.3384 - output22_mean_squared_error: 22.2285 - output23_mean_squared_error: 15.3877 - output24_mean_squared_error: 21.2812 - output25_mean_squared_error: 27.7640 - output26_mean_squared_error: 14.5430 - output27_mean_squared_error: 28.3661 - output28_mean_squared_error: 19.7576 - output29_mean_squared_error: 25.4050 Epoch 1970/2000 121/121 [==============================] - 0s 1ms/step - loss: 601.9865 - output00_loss: 12.3886 - output01_loss: 12.9531 - output02_loss: 21.0199 - output03_loss: 32.0529 - output04_loss: 24.9632 - output05_loss: 18.3905 - output06_loss: 18.8553 - output07_loss: 21.2357 - output08_loss: 14.0018 - output09_loss: 19.0865 - output10_loss: 19.0666 - output11_loss: 20.7567 - output12_loss: 16.5287 - output13_loss: 24.7367 - output14_loss: 17.2864 - output15_loss: 26.9861 - output16_loss: 20.7406 - output17_loss: 21.3460 - output18_loss: 14.1317 - output19_loss: 9.9296 - output20_loss: 11.4627 - output21_loss: 29.3382 - output22_loss: 22.2285 - output23_loss: 15.3877 - output24_loss: 21.2811 - output25_loss: 27.7640 - output26_loss: 14.5430 - output27_loss: 28.3659 - output28_loss: 19.7563 - output29_loss: 25.4026 - output00_mean_squared_error: 12.3886 - output01_mean_squared_error: 12.9531 - output02_mean_squared_error: 21.0199 - output03_mean_squared_error: 32.0529 - output04_mean_squared_error: 24.9632 - output05_mean_squared_error: 18.3905 - output06_mean_squared_error: 18.8553 - output07_mean_squared_error: 21.2357 - output08_mean_squared_error: 14.0018 - output09_mean_squared_error: 19.0865 - output10_mean_squared_error: 19.0666 - output11_mean_squared_error: 20.7567 - output12_mean_squared_error: 16.5287 - output13_mean_squared_error: 24.7367 - output14_mean_squared_error: 17.2864 - output15_mean_squared_error: 26.9861 - output16_mean_squared_error: 20.7406 - output17_mean_squared_error: 21.3460 - output18_mean_squared_error: 14.1317 - output19_mean_squared_error: 9.9296 - output20_mean_squared_error: 11.4627 - output21_mean_squared_error: 29.3382 - output22_mean_squared_error: 22.2285 - output23_mean_squared_error: 15.3877 - output24_mean_squared_error: 21.2811 - output25_mean_squared_error: 27.7640 - output26_mean_squared_error: 14.5430 - output27_mean_squared_error: 28.3659 - output28_mean_squared_error: 19.7563 - output29_mean_squared_error: 25.4026 Epoch 1971/2000 121/121 [==============================] - 0s 934us/step - loss: 601.9714 - output00_loss: 12.3886 - output01_loss: 12.9523 - output02_loss: 21.0192 - output03_loss: 32.0528 - output04_loss: 24.9617 - output05_loss: 18.3904 - output06_loss: 18.8538 - output07_loss: 21.2347 - output08_loss: 14.0016 - output09_loss: 19.0865 - output10_loss: 19.0666 - output11_loss: 20.7567 - output12_loss: 16.5286 - output13_loss: 24.7360 - output14_loss: 17.2857 - output15_loss: 26.9851 - output16_loss: 20.7406 - output17_loss: 21.3454 - output18_loss: 14.1317 - output19_loss: 9.9286 - output20_loss: 11.4618 - output21_loss: 29.3379 - output22_loss: 22.2284 - output23_loss: 15.3877 - output24_loss: 21.2810 - output25_loss: 27.7639 - output26_loss: 14.5430 - output27_loss: 28.3657 - output28_loss: 19.7549 - output29_loss: 25.4002 - output00_mean_squared_error: 12.3886 - output01_mean_squared_error: 12.9523 - output02_mean_squared_error: 21.0192 - output03_mean_squared_error: 32.0528 - output04_mean_squared_error: 24.9617 - output05_mean_squared_error: 18.3904 - output06_mean_squared_error: 18.8538 - output07_mean_squared_error: 21.2347 - output08_mean_squared_error: 14.0016 - output09_mean_squared_error: 19.0865 - output10_mean_squared_error: 19.0666 - output11_mean_squared_error: 20.7567 - output12_mean_squared_error: 16.5286 - output13_mean_squared_error: 24.7360 - output14_mean_squared_error: 17.2857 - output15_mean_squared_error: 26.9851 - output16_mean_squared_error: 20.7406 - output17_mean_squared_error: 21.3454 - output18_mean_squared_error: 14.1317 - output19_mean_squared_error: 9.9286 - output20_mean_squared_error: 11.4618 - output21_mean_squared_error: 29.3379 - output22_mean_squared_error: 22.2284 - output23_mean_squared_error: 15.3877 - output24_mean_squared_error: 21.2810 - output25_mean_squared_error: 27.7639 - output26_mean_squared_error: 14.5430 - output27_mean_squared_error: 28.3657 - output28_mean_squared_error: 19.7549 - output29_mean_squared_error: 25.4002 Epoch 1972/2000 121/121 [==============================] - 0s 967us/step - loss: 601.9564 - output00_loss: 12.3886 - output01_loss: 12.9515 - output02_loss: 21.0185 - output03_loss: 32.0527 - output04_loss: 24.9601 - output05_loss: 18.3904 - output06_loss: 18.8524 - output07_loss: 21.2337 - output08_loss: 14.0015 - output09_loss: 19.0865 - output10_loss: 19.0666 - output11_loss: 20.7567 - output12_loss: 16.5285 - output13_loss: 24.7354 - output14_loss: 17.2851 - output15_loss: 26.9840 - output16_loss: 20.7406 - output17_loss: 21.3449 - output18_loss: 14.1317 - output19_loss: 9.9276 - output20_loss: 11.4610 - output21_loss: 29.3376 - output22_loss: 22.2284 - output23_loss: 15.3877 - output24_loss: 21.2809 - output25_loss: 27.7639 - output26_loss: 14.5430 - output27_loss: 28.3656 - output28_loss: 19.7536 - output29_loss: 25.3978 - output00_mean_squared_error: 12.3886 - output01_mean_squared_error: 12.9515 - output02_mean_squared_error: 21.0185 - output03_mean_squared_error: 32.0527 - output04_mean_squared_error: 24.9601 - output05_mean_squared_error: 18.3904 - output06_mean_squared_error: 18.8524 - output07_mean_squared_error: 21.2337 - output08_mean_squared_error: 14.0015 - output09_mean_squared_error: 19.0865 - output10_mean_squared_error: 19.0666 - output11_mean_squared_error: 20.7567 - output12_mean_squared_error: 16.5285 - output13_mean_squared_error: 24.7354 - output14_mean_squared_error: 17.2851 - output15_mean_squared_error: 26.9840 - output16_mean_squared_error: 20.7406 - output17_mean_squared_error: 21.3449 - output18_mean_squared_error: 14.1317 - output19_mean_squared_error: 9.9276 - output20_mean_squared_error: 11.4610 - output21_mean_squared_error: 29.3376 - output22_mean_squared_error: 22.2284 - output23_mean_squared_error: 15.3877 - output24_mean_squared_error: 21.2809 - output25_mean_squared_error: 27.7639 - output26_mean_squared_error: 14.5430 - output27_mean_squared_error: 28.3656 - output28_mean_squared_error: 19.7536 - output29_mean_squared_error: 25.3978 Epoch 1973/2000 121/121 [==============================] - 0s 482us/step - loss: 601.9413 - output00_loss: 12.3886 - output01_loss: 12.9507 - output02_loss: 21.0178 - output03_loss: 32.0525 - output04_loss: 24.9586 - output05_loss: 18.3904 - output06_loss: 18.8509 - output07_loss: 21.2327 - output08_loss: 14.0014 - output09_loss: 19.0864 - output10_loss: 19.0665 - output11_loss: 20.7567 - output12_loss: 16.5284 - output13_loss: 24.7348 - output14_loss: 17.2844 - output15_loss: 26.9830 - output16_loss: 20.7406 - output17_loss: 21.3444 - output18_loss: 14.1317 - output19_loss: 9.9266 - output20_loss: 11.4602 - output21_loss: 29.3374 - output22_loss: 22.2284 - output23_loss: 15.3877 - output24_loss: 21.2807 - output25_loss: 27.7639 - output26_loss: 14.5430 - output27_loss: 28.3654 - output28_loss: 19.7523 - output29_loss: 25.3954 - output00_mean_squared_error: 12.3886 - output01_mean_squared_error: 12.9507 - output02_mean_squared_error: 21.0178 - output03_mean_squared_error: 32.0525 - output04_mean_squared_error: 24.9586 - output05_mean_squared_error: 18.3904 - output06_mean_squared_error: 18.8509 - output07_mean_squared_error: 21.2327 - output08_mean_squared_error: 14.0014 - output09_mean_squared_error: 19.0864 - output10_mean_squared_error: 19.0665 - output11_mean_squared_error: 20.7567 - output12_mean_squared_error: 16.5284 - output13_mean_squared_error: 24.7348 - output14_mean_squared_error: 17.2844 - output15_mean_squared_error: 26.9830 - output16_mean_squared_error: 20.7406 - output17_mean_squared_error: 21.3444 - output18_mean_squared_error: 14.1317 - output19_mean_squared_error: 9.9266 - output20_mean_squared_error: 11.4602 - output21_mean_squared_error: 29.3374 - output22_mean_squared_error: 22.2284 - output23_mean_squared_error: 15.3877 - output24_mean_squared_error: 21.2807 - output25_mean_squared_error: 27.7639 - output26_mean_squared_error: 14.5430 - output27_mean_squared_error: 28.3654 - output28_mean_squared_error: 19.7523 - output29_mean_squared_error: 25.3954 Epoch 1974/2000 121/121 [==============================] - 0s 1ms/step - loss: 601.9265 - output00_loss: 12.3886 - output01_loss: 12.9500 - output02_loss: 21.0171 - output03_loss: 32.0524 - output04_loss: 24.9570 - output05_loss: 18.3903 - output06_loss: 18.8495 - output07_loss: 21.2316 - output08_loss: 14.0012 - output09_loss: 19.0864 - output10_loss: 19.0665 - output11_loss: 20.7567 - output12_loss: 16.5283 - output13_loss: 24.7342 - output14_loss: 17.2837 - output15_loss: 26.9819 - output16_loss: 20.7406 - output17_loss: 21.3439 - output18_loss: 14.1317 - output19_loss: 9.9256 - output20_loss: 11.4594 - output21_loss: 29.3371 - output22_loss: 22.2283 - output23_loss: 15.3877 - output24_loss: 21.2806 - output25_loss: 27.7638 - output26_loss: 14.5430 - output27_loss: 28.3653 - output28_loss: 19.7509 - output29_loss: 25.3930 - output00_mean_squared_error: 12.3886 - output01_mean_squared_error: 12.9500 - output02_mean_squared_error: 21.0171 - output03_mean_squared_error: 32.0524 - output04_mean_squared_error: 24.9570 - output05_mean_squared_error: 18.3903 - output06_mean_squared_error: 18.8495 - output07_mean_squared_error: 21.2316 - output08_mean_squared_error: 14.0012 - output09_mean_squared_error: 19.0864 - output10_mean_squared_error: 19.0665 - output11_mean_squared_error: 20.7567 - output12_mean_squared_error: 16.5283 - output13_mean_squared_error: 24.7342 - output14_mean_squared_error: 17.2837 - output15_mean_squared_error: 26.9819 - output16_mean_squared_error: 20.7406 - output17_mean_squared_error: 21.3439 - output18_mean_squared_error: 14.1317 - output19_mean_squared_error: 9.9256 - output20_mean_squared_error: 11.4594 - output21_mean_squared_error: 29.3371 - output22_mean_squared_error: 22.2283 - output23_mean_squared_error: 15.3877 - output24_mean_squared_error: 21.2806 - output25_mean_squared_error: 27.7638 - output26_mean_squared_error: 14.5430 - output27_mean_squared_error: 28.3653 - output28_mean_squared_error: 19.7509 - output29_mean_squared_error: 25.3930 Epoch 1975/2000 121/121 [==============================] - 0s 596us/step - loss: 601.9115 - output00_loss: 12.3886 - output01_loss: 12.9492 - output02_loss: 21.0164 - output03_loss: 32.0523 - output04_loss: 24.9555 - output05_loss: 18.3903 - output06_loss: 18.8480 - output07_loss: 21.2306 - output08_loss: 14.0011 - output09_loss: 19.0863 - output10_loss: 19.0665 - output11_loss: 20.7567 - output12_loss: 16.5282 - output13_loss: 24.7336 - output14_loss: 17.2830 - output15_loss: 26.9809 - output16_loss: 20.7406 - output17_loss: 21.3434 - output18_loss: 14.1317 - output19_loss: 9.9246 - output20_loss: 11.4585 - output21_loss: 29.3368 - output22_loss: 22.2283 - output23_loss: 15.3877 - output24_loss: 21.2805 - output25_loss: 27.7638 - output26_loss: 14.5430 - output27_loss: 28.3651 - output28_loss: 19.7496 - output29_loss: 25.3906 - output00_mean_squared_error: 12.3886 - output01_mean_squared_error: 12.9492 - output02_mean_squared_error: 21.0164 - output03_mean_squared_error: 32.0523 - output04_mean_squared_error: 24.9555 - output05_mean_squared_error: 18.3903 - output06_mean_squared_error: 18.8480 - output07_mean_squared_error: 21.2306 - output08_mean_squared_error: 14.0011 - output09_mean_squared_error: 19.0863 - output10_mean_squared_error: 19.0665 - output11_mean_squared_error: 20.7567 - output12_mean_squared_error: 16.5282 - output13_mean_squared_error: 24.7336 - output14_mean_squared_error: 17.2830 - output15_mean_squared_error: 26.9809 - output16_mean_squared_error: 20.7406 - output17_mean_squared_error: 21.3434 - output18_mean_squared_error: 14.1317 - output19_mean_squared_error: 9.9246 - output20_mean_squared_error: 11.4585 - output21_mean_squared_error: 29.3368 - output22_mean_squared_error: 22.2283 - output23_mean_squared_error: 15.3877 - output24_mean_squared_error: 21.2805 - output25_mean_squared_error: 27.7638 - output26_mean_squared_error: 14.5430 - output27_mean_squared_error: 28.3651 - output28_mean_squared_error: 19.7496 - output29_mean_squared_error: 25.3906 Epoch 1976/2000 121/121 [==============================] - 0s 488us/step - loss: 601.8966 - output00_loss: 12.3886 - output01_loss: 12.9484 - output02_loss: 21.0158 - output03_loss: 32.0522 - output04_loss: 24.9539 - output05_loss: 18.3902 - output06_loss: 18.8466 - output07_loss: 21.2296 - output08_loss: 14.0010 - output09_loss: 19.0863 - output10_loss: 19.0665 - output11_loss: 20.7567 - output12_loss: 16.5281 - output13_loss: 24.7330 - output14_loss: 17.2824 - output15_loss: 26.9798 - output16_loss: 20.7406 - output17_loss: 21.3429 - output18_loss: 14.1317 - output19_loss: 9.9236 - output20_loss: 11.4577 - output21_loss: 29.3366 - output22_loss: 22.2282 - output23_loss: 15.3877 - output24_loss: 21.2804 - output25_loss: 27.7638 - output26_loss: 14.5430 - output27_loss: 28.3650 - output28_loss: 19.7483 - output29_loss: 25.3882 - output00_mean_squared_error: 12.3886 - output01_mean_squared_error: 12.9484 - output02_mean_squared_error: 21.0158 - output03_mean_squared_error: 32.0522 - output04_mean_squared_error: 24.9539 - output05_mean_squared_error: 18.3902 - output06_mean_squared_error: 18.8466 - output07_mean_squared_error: 21.2296 - output08_mean_squared_error: 14.0010 - output09_mean_squared_error: 19.0863 - output10_mean_squared_error: 19.0665 - output11_mean_squared_error: 20.7567 - output12_mean_squared_error: 16.5281 - output13_mean_squared_error: 24.7330 - output14_mean_squared_error: 17.2824 - output15_mean_squared_error: 26.9798 - output16_mean_squared_error: 20.7406 - output17_mean_squared_error: 21.3429 - output18_mean_squared_error: 14.1317 - output19_mean_squared_error: 9.9236 - output20_mean_squared_error: 11.4577 - output21_mean_squared_error: 29.3366 - output22_mean_squared_error: 22.2282 - output23_mean_squared_error: 15.3877 - output24_mean_squared_error: 21.2804 - output25_mean_squared_error: 27.7638 - output26_mean_squared_error: 14.5430 - output27_mean_squared_error: 28.3650 - output28_mean_squared_error: 19.7483 - output29_mean_squared_error: 25.3882 Epoch 1977/2000 121/121 [==============================] - 0s 1ms/step - loss: 601.8817 - output00_loss: 12.3886 - output01_loss: 12.9476 - output02_loss: 21.0151 - output03_loss: 32.0520 - output04_loss: 24.9524 - output05_loss: 18.3902 - output06_loss: 18.8452 - output07_loss: 21.2286 - output08_loss: 14.0008 - output09_loss: 19.0862 - output10_loss: 19.0665 - output11_loss: 20.7567 - output12_loss: 16.5280 - output13_loss: 24.7324 - output14_loss: 17.2817 - output15_loss: 26.9788 - output16_loss: 20.7406 - output17_loss: 21.3423 - output18_loss: 14.1317 - output19_loss: 9.9226 - output20_loss: 11.4569 - output21_loss: 29.3363 - output22_loss: 22.2282 - output23_loss: 15.3877 - output24_loss: 21.2803 - output25_loss: 27.7638 - output26_loss: 14.5430 - output27_loss: 28.3648 - output28_loss: 19.7470 - output29_loss: 25.3858 - output00_mean_squared_error: 12.3886 - output01_mean_squared_error: 12.9476 - output02_mean_squared_error: 21.0151 - output03_mean_squared_error: 32.0520 - output04_mean_squared_error: 24.9524 - output05_mean_squared_error: 18.3902 - output06_mean_squared_error: 18.8452 - output07_mean_squared_error: 21.2286 - output08_mean_squared_error: 14.0008 - output09_mean_squared_error: 19.0862 - output10_mean_squared_error: 19.0665 - output11_mean_squared_error: 20.7567 - output12_mean_squared_error: 16.5280 - output13_mean_squared_error: 24.7324 - output14_mean_squared_error: 17.2817 - output15_mean_squared_error: 26.9788 - output16_mean_squared_error: 20.7406 - output17_mean_squared_error: 21.3423 - output18_mean_squared_error: 14.1317 - output19_mean_squared_error: 9.9226 - output20_mean_squared_error: 11.4569 - output21_mean_squared_error: 29.3363 - output22_mean_squared_error: 22.2282 - output23_mean_squared_error: 15.3877 - output24_mean_squared_error: 21.2803 - output25_mean_squared_error: 27.7638 - output26_mean_squared_error: 14.5430 - output27_mean_squared_error: 28.3648 - output28_mean_squared_error: 19.7470 - output29_mean_squared_error: 25.3858 Epoch 1978/2000 121/121 [==============================] - 0s 597us/step - loss: 601.8669 - output00_loss: 12.3886 - output01_loss: 12.9468 - output02_loss: 21.0144 - output03_loss: 32.0519 - output04_loss: 24.9509 - output05_loss: 18.3902 - output06_loss: 18.8437 - output07_loss: 21.2276 - output08_loss: 14.0007 - output09_loss: 19.0862 - output10_loss: 19.0664 - output11_loss: 20.7567 - output12_loss: 16.5279 - output13_loss: 24.7318 - output14_loss: 17.2810 - output15_loss: 26.9777 - output16_loss: 20.7406 - output17_loss: 21.3418 - output18_loss: 14.1317 - output19_loss: 9.9216 - output20_loss: 11.4561 - output21_loss: 29.3361 - output22_loss: 22.2282 - output23_loss: 15.3877 - output24_loss: 21.2801 - output25_loss: 27.7637 - output26_loss: 14.5430 - output27_loss: 28.3647 - output28_loss: 19.7456 - output29_loss: 25.3834 - output00_mean_squared_error: 12.3886 - output01_mean_squared_error: 12.9468 - output02_mean_squared_error: 21.0144 - output03_mean_squared_error: 32.0519 - output04_mean_squared_error: 24.9509 - output05_mean_squared_error: 18.3902 - output06_mean_squared_error: 18.8437 - output07_mean_squared_error: 21.2276 - output08_mean_squared_error: 14.0007 - output09_mean_squared_error: 19.0862 - output10_mean_squared_error: 19.0664 - output11_mean_squared_error: 20.7567 - output12_mean_squared_error: 16.5279 - output13_mean_squared_error: 24.7318 - output14_mean_squared_error: 17.2810 - output15_mean_squared_error: 26.9777 - output16_mean_squared_error: 20.7406 - output17_mean_squared_error: 21.3418 - output18_mean_squared_error: 14.1317 - output19_mean_squared_error: 9.9216 - output20_mean_squared_error: 11.4561 - output21_mean_squared_error: 29.3361 - output22_mean_squared_error: 22.2282 - output23_mean_squared_error: 15.3877 - output24_mean_squared_error: 21.2801 - output25_mean_squared_error: 27.7637 - output26_mean_squared_error: 14.5430 - output27_mean_squared_error: 28.3647 - output28_mean_squared_error: 19.7456 - output29_mean_squared_error: 25.3834 Epoch 1979/2000 121/121 [==============================] - 0s 1ms/step - loss: 601.8520 - output00_loss: 12.3886 - output01_loss: 12.9461 - output02_loss: 21.0137 - output03_loss: 32.0518 - output04_loss: 24.9493 - output05_loss: 18.3901 - output06_loss: 18.8423 - output07_loss: 21.2266 - output08_loss: 14.0006 - output09_loss: 19.0861 - output10_loss: 19.0664 - output11_loss: 20.7567 - output12_loss: 16.5278 - output13_loss: 24.7312 - output14_loss: 17.2804 - output15_loss: 26.9767 - output16_loss: 20.7406 - output17_loss: 21.3413 - output18_loss: 14.1317 - output19_loss: 9.9207 - output20_loss: 11.4552 - output21_loss: 29.3358 - output22_loss: 22.2281 - output23_loss: 15.3877 - output24_loss: 21.2800 - output25_loss: 27.7637 - output26_loss: 14.5430 - output27_loss: 28.3645 - output28_loss: 19.7443 - output29_loss: 25.3810 - output00_mean_squared_error: 12.3886 - output01_mean_squared_error: 12.9461 - output02_mean_squared_error: 21.0137 - output03_mean_squared_error: 32.0518 - output04_mean_squared_error: 24.9493 - output05_mean_squared_error: 18.3901 - output06_mean_squared_error: 18.8423 - output07_mean_squared_error: 21.2266 - output08_mean_squared_error: 14.0006 - output09_mean_squared_error: 19.0861 - output10_mean_squared_error: 19.0664 - output11_mean_squared_error: 20.7567 - output12_mean_squared_error: 16.5278 - output13_mean_squared_error: 24.7312 - output14_mean_squared_error: 17.2804 - output15_mean_squared_error: 26.9767 - output16_mean_squared_error: 20.7406 - output17_mean_squared_error: 21.3413 - output18_mean_squared_error: 14.1317 - output19_mean_squared_error: 9.9207 - output20_mean_squared_error: 11.4552 - output21_mean_squared_error: 29.3358 - output22_mean_squared_error: 22.2281 - output23_mean_squared_error: 15.3877 - output24_mean_squared_error: 21.2800 - output25_mean_squared_error: 27.7637 - output26_mean_squared_error: 14.5430 - output27_mean_squared_error: 28.3645 - output28_mean_squared_error: 19.7443 - output29_mean_squared_error: 25.3810 Epoch 1980/2000 121/121 [==============================] - 0s 594us/step - loss: 601.8373 - output00_loss: 12.3886 - output01_loss: 12.9453 - output02_loss: 21.0130 - output03_loss: 32.0517 - output04_loss: 24.9478 - output05_loss: 18.3901 - output06_loss: 18.8409 - output07_loss: 21.2256 - output08_loss: 14.0005 - output09_loss: 19.0861 - output10_loss: 19.0664 - output11_loss: 20.7567 - output12_loss: 16.5277 - output13_loss: 24.7306 - output14_loss: 17.2797 - output15_loss: 26.9757 - output16_loss: 20.7406 - output17_loss: 21.3408 - output18_loss: 14.1317 - output19_loss: 9.9197 - output20_loss: 11.4544 - output21_loss: 29.3355 - output22_loss: 22.2281 - output23_loss: 15.3877 - output24_loss: 21.2799 - output25_loss: 27.7637 - output26_loss: 14.5429 - output27_loss: 28.3644 - output28_loss: 19.7430 - output29_loss: 25.3786 - output00_mean_squared_error: 12.3886 - output01_mean_squared_error: 12.9453 - output02_mean_squared_error: 21.0130 - output03_mean_squared_error: 32.0517 - output04_mean_squared_error: 24.9478 - output05_mean_squared_error: 18.3901 - output06_mean_squared_error: 18.8409 - output07_mean_squared_error: 21.2256 - output08_mean_squared_error: 14.0005 - output09_mean_squared_error: 19.0861 - output10_mean_squared_error: 19.0664 - output11_mean_squared_error: 20.7567 - output12_mean_squared_error: 16.5277 - output13_mean_squared_error: 24.7306 - output14_mean_squared_error: 17.2797 - output15_mean_squared_error: 26.9757 - output16_mean_squared_error: 20.7406 - output17_mean_squared_error: 21.3408 - output18_mean_squared_error: 14.1317 - output19_mean_squared_error: 9.9197 - output20_mean_squared_error: 11.4544 - output21_mean_squared_error: 29.3355 - output22_mean_squared_error: 22.2281 - output23_mean_squared_error: 15.3877 - output24_mean_squared_error: 21.2799 - output25_mean_squared_error: 27.7637 - output26_mean_squared_error: 14.5429 - output27_mean_squared_error: 28.3644 - output28_mean_squared_error: 19.7430 - output29_mean_squared_error: 25.3786 Epoch 1981/2000 121/121 [==============================] - 0s 990us/step - loss: 601.8224 - output00_loss: 12.3886 - output01_loss: 12.9445 - output02_loss: 21.0123 - output03_loss: 32.0516 - output04_loss: 24.9463 - output05_loss: 18.3900 - output06_loss: 18.8394 - output07_loss: 21.2246 - output08_loss: 14.0003 - output09_loss: 19.0860 - output10_loss: 19.0664 - output11_loss: 20.7567 - output12_loss: 16.5276 - output13_loss: 24.7300 - output14_loss: 17.2791 - output15_loss: 26.9746 - output16_loss: 20.7406 - output17_loss: 21.3403 - output18_loss: 14.1317 - output19_loss: 9.9187 - output20_loss: 11.4536 - output21_loss: 29.3353 - output22_loss: 22.2280 - output23_loss: 15.3877 - output24_loss: 21.2798 - output25_loss: 27.7637 - output26_loss: 14.5429 - output27_loss: 28.3642 - output28_loss: 19.7417 - output29_loss: 25.3763 - output00_mean_squared_error: 12.3886 - output01_mean_squared_error: 12.9445 - output02_mean_squared_error: 21.0123 - output03_mean_squared_error: 32.0516 - output04_mean_squared_error: 24.9463 - output05_mean_squared_error: 18.3900 - output06_mean_squared_error: 18.8394 - output07_mean_squared_error: 21.2246 - output08_mean_squared_error: 14.0003 - output09_mean_squared_error: 19.0860 - output10_mean_squared_error: 19.0664 - output11_mean_squared_error: 20.7567 - output12_mean_squared_error: 16.5276 - output13_mean_squared_error: 24.7300 - output14_mean_squared_error: 17.2791 - output15_mean_squared_error: 26.9746 - output16_mean_squared_error: 20.7406 - output17_mean_squared_error: 21.3403 - output18_mean_squared_error: 14.1317 - output19_mean_squared_error: 9.9187 - output20_mean_squared_error: 11.4536 - output21_mean_squared_error: 29.3353 - output22_mean_squared_error: 22.2280 - output23_mean_squared_error: 15.3877 - output24_mean_squared_error: 21.2798 - output25_mean_squared_error: 27.7637 - output26_mean_squared_error: 14.5429 - output27_mean_squared_error: 28.3642 - output28_mean_squared_error: 19.7417 - output29_mean_squared_error: 25.3763 Epoch 1982/2000 121/121 [==============================] - 0s 1ms/step - loss: 601.8077 - output00_loss: 12.3886 - output01_loss: 12.9437 - output02_loss: 21.0117 - output03_loss: 32.0514 - output04_loss: 24.9448 - output05_loss: 18.3900 - output06_loss: 18.8380 - output07_loss: 21.2236 - output08_loss: 14.0002 - output09_loss: 19.0860 - output10_loss: 19.0664 - output11_loss: 20.7567 - output12_loss: 16.5275 - output13_loss: 24.7294 - output14_loss: 17.2784 - output15_loss: 26.9736 - output16_loss: 20.7406 - output17_loss: 21.3398 - output18_loss: 14.1317 - output19_loss: 9.9177 - output20_loss: 11.4528 - output21_loss: 29.3350 - output22_loss: 22.2280 - output23_loss: 15.3877 - output24_loss: 21.2797 - output25_loss: 27.7636 - output26_loss: 14.5429 - output27_loss: 28.3641 - output28_loss: 19.7404 - output29_loss: 25.3739 - output00_mean_squared_error: 12.3886 - output01_mean_squared_error: 12.9437 - output02_mean_squared_error: 21.0117 - output03_mean_squared_error: 32.0514 - output04_mean_squared_error: 24.9448 - output05_mean_squared_error: 18.3900 - output06_mean_squared_error: 18.8380 - output07_mean_squared_error: 21.2236 - output08_mean_squared_error: 14.0002 - output09_mean_squared_error: 19.0860 - output10_mean_squared_error: 19.0664 - output11_mean_squared_error: 20.7567 - output12_mean_squared_error: 16.5275 - output13_mean_squared_error: 24.7294 - output14_mean_squared_error: 17.2784 - output15_mean_squared_error: 26.9736 - output16_mean_squared_error: 20.7406 - output17_mean_squared_error: 21.3398 - output18_mean_squared_error: 14.1317 - output19_mean_squared_error: 9.9177 - output20_mean_squared_error: 11.4528 - output21_mean_squared_error: 29.3350 - output22_mean_squared_error: 22.2280 - output23_mean_squared_error: 15.3877 - output24_mean_squared_error: 21.2797 - output25_mean_squared_error: 27.7636 - output26_mean_squared_error: 14.5429 - output27_mean_squared_error: 28.3641 - output28_mean_squared_error: 19.7404 - output29_mean_squared_error: 25.3739 Epoch 1983/2000 121/121 [==============================] - 0s 1ms/step - loss: 601.7931 - output00_loss: 12.3886 - output01_loss: 12.9430 - output02_loss: 21.0110 - output03_loss: 32.0513 - output04_loss: 24.9432 - output05_loss: 18.3900 - output06_loss: 18.8366 - output07_loss: 21.2226 - output08_loss: 14.0001 - output09_loss: 19.0860 - output10_loss: 19.0664 - output11_loss: 20.7567 - output12_loss: 16.5274 - output13_loss: 24.7288 - output14_loss: 17.2777 - output15_loss: 26.9726 - output16_loss: 20.7406 - output17_loss: 21.3393 - output18_loss: 14.1317 - output19_loss: 9.9167 - output20_loss: 11.4520 - output21_loss: 29.3348 - output22_loss: 22.2280 - output23_loss: 15.3877 - output24_loss: 21.2796 - output25_loss: 27.7636 - output26_loss: 14.5429 - output27_loss: 28.3639 - output28_loss: 19.7391 - output29_loss: 25.3715 - output00_mean_squared_error: 12.3886 - output01_mean_squared_error: 12.9430 - output02_mean_squared_error: 21.0110 - output03_mean_squared_error: 32.0513 - output04_mean_squared_error: 24.9432 - output05_mean_squared_error: 18.3900 - output06_mean_squared_error: 18.8366 - output07_mean_squared_error: 21.2226 - output08_mean_squared_error: 14.0001 - output09_mean_squared_error: 19.0860 - output10_mean_squared_error: 19.0664 - output11_mean_squared_error: 20.7567 - output12_mean_squared_error: 16.5274 - output13_mean_squared_error: 24.7288 - output14_mean_squared_error: 17.2777 - output15_mean_squared_error: 26.9726 - output16_mean_squared_error: 20.7406 - output17_mean_squared_error: 21.3393 - output18_mean_squared_error: 14.1317 - output19_mean_squared_error: 9.9167 - output20_mean_squared_error: 11.4520 - output21_mean_squared_error: 29.3348 - output22_mean_squared_error: 22.2280 - output23_mean_squared_error: 15.3877 - output24_mean_squared_error: 21.2796 - output25_mean_squared_error: 27.7636 - output26_mean_squared_error: 14.5429 - output27_mean_squared_error: 28.3639 - output28_mean_squared_error: 19.7391 - output29_mean_squared_error: 25.3715 Epoch 1984/2000 121/121 [==============================] - 0s 1ms/step - loss: 601.7783 - output00_loss: 12.3886 - output01_loss: 12.9422 - output02_loss: 21.0103 - output03_loss: 32.0512 - output04_loss: 24.9417 - output05_loss: 18.3899 - output06_loss: 18.8352 - output07_loss: 21.2216 - output08_loss: 14.0000 - output09_loss: 19.0859 - output10_loss: 19.0663 - output11_loss: 20.7567 - output12_loss: 16.5273 - output13_loss: 24.7282 - output14_loss: 17.2771 - output15_loss: 26.9715 - output16_loss: 20.7406 - output17_loss: 21.3388 - output18_loss: 14.1317 - output19_loss: 9.9157 - output20_loss: 11.4511 - output21_loss: 29.3345 - output22_loss: 22.2279 - output23_loss: 15.3877 - output24_loss: 21.2794 - output25_loss: 27.7636 - output26_loss: 14.5429 - output27_loss: 28.3638 - output28_loss: 19.7377 - output29_loss: 25.3692 - output00_mean_squared_error: 12.3886 - output01_mean_squared_error: 12.9422 - output02_mean_squared_error: 21.0103 - output03_mean_squared_error: 32.0512 - output04_mean_squared_error: 24.9417 - output05_mean_squared_error: 18.3899 - output06_mean_squared_error: 18.8352 - output07_mean_squared_error: 21.2216 - output08_mean_squared_error: 14.0000 - output09_mean_squared_error: 19.0859 - output10_mean_squared_error: 19.0663 - output11_mean_squared_error: 20.7567 - output12_mean_squared_error: 16.5273 - output13_mean_squared_error: 24.7282 - output14_mean_squared_error: 17.2771 - output15_mean_squared_error: 26.9715 - output16_mean_squared_error: 20.7406 - output17_mean_squared_error: 21.3388 - output18_mean_squared_error: 14.1317 - output19_mean_squared_error: 9.9157 - output20_mean_squared_error: 11.4511 - output21_mean_squared_error: 29.3345 - output22_mean_squared_error: 22.2279 - output23_mean_squared_error: 15.3877 - output24_mean_squared_error: 21.2794 - output25_mean_squared_error: 27.7636 - output26_mean_squared_error: 14.5429 - output27_mean_squared_error: 28.3638 - output28_mean_squared_error: 19.7377 - output29_mean_squared_error: 25.3692 Epoch 1985/2000 121/121 [==============================] - 0s 2ms/step - loss: 601.7636 - output00_loss: 12.3886 - output01_loss: 12.9414 - output02_loss: 21.0096 - output03_loss: 32.0511 - output04_loss: 24.9402 - output05_loss: 18.3899 - output06_loss: 18.8337 - output07_loss: 21.2206 - output08_loss: 13.9998 - output09_loss: 19.0859 - output10_loss: 19.0663 - output11_loss: 20.7567 - output12_loss: 16.5273 - output13_loss: 24.7276 - output14_loss: 17.2764 - output15_loss: 26.9705 - output16_loss: 20.7406 - output17_loss: 21.3383 - output18_loss: 14.1317 - output19_loss: 9.9147 - output20_loss: 11.4503 - output21_loss: 29.3342 - output22_loss: 22.2279 - output23_loss: 15.3877 - output24_loss: 21.2793 - output25_loss: 27.7636 - output26_loss: 14.5429 - output27_loss: 28.3636 - output28_loss: 19.7364 - output29_loss: 25.3668 - output00_mean_squared_error: 12.3886 - output01_mean_squared_error: 12.9414 - output02_mean_squared_error: 21.0096 - output03_mean_squared_error: 32.0511 - output04_mean_squared_error: 24.9402 - output05_mean_squared_error: 18.3899 - output06_mean_squared_error: 18.8337 - output07_mean_squared_error: 21.2206 - output08_mean_squared_error: 13.9998 - output09_mean_squared_error: 19.0859 - output10_mean_squared_error: 19.0663 - output11_mean_squared_error: 20.7567 - output12_mean_squared_error: 16.5273 - output13_mean_squared_error: 24.7276 - output14_mean_squared_error: 17.2764 - output15_mean_squared_error: 26.9705 - output16_mean_squared_error: 20.7406 - output17_mean_squared_error: 21.3383 - output18_mean_squared_error: 14.1317 - output19_mean_squared_error: 9.9147 - output20_mean_squared_error: 11.4503 - output21_mean_squared_error: 29.3342 - output22_mean_squared_error: 22.2279 - output23_mean_squared_error: 15.3877 - output24_mean_squared_error: 21.2793 - output25_mean_squared_error: 27.7636 - output26_mean_squared_error: 14.5429 - output27_mean_squared_error: 28.3636 - output28_mean_squared_error: 19.7364 - output29_mean_squared_error: 25.3668 Epoch 1986/2000 121/121 [==============================] - 0s 1ms/step - loss: 601.7490 - output00_loss: 12.3886 - output01_loss: 12.9407 - output02_loss: 21.0090 - output03_loss: 32.0510 - output04_loss: 24.9387 - output05_loss: 18.3898 - output06_loss: 18.8323 - output07_loss: 21.2196 - output08_loss: 13.9997 - output09_loss: 19.0858 - output10_loss: 19.0663 - output11_loss: 20.7567 - output12_loss: 16.5272 - output13_loss: 24.7270 - output14_loss: 17.2758 - output15_loss: 26.9695 - output16_loss: 20.7405 - output17_loss: 21.3378 - output18_loss: 14.1316 - output19_loss: 9.9137 - output20_loss: 11.4495 - output21_loss: 29.3340 - output22_loss: 22.2278 - output23_loss: 15.3877 - output24_loss: 21.2792 - output25_loss: 27.7635 - output26_loss: 14.5429 - output27_loss: 28.3635 - output28_loss: 19.7351 - output29_loss: 25.3644 - output00_mean_squared_error: 12.3886 - output01_mean_squared_error: 12.9407 - output02_mean_squared_error: 21.0090 - output03_mean_squared_error: 32.0510 - output04_mean_squared_error: 24.9387 - output05_mean_squared_error: 18.3898 - output06_mean_squared_error: 18.8323 - output07_mean_squared_error: 21.2196 - output08_mean_squared_error: 13.9997 - output09_mean_squared_error: 19.0858 - output10_mean_squared_error: 19.0663 - output11_mean_squared_error: 20.7567 - output12_mean_squared_error: 16.5272 - output13_mean_squared_error: 24.7270 - output14_mean_squared_error: 17.2758 - output15_mean_squared_error: 26.9695 - output16_mean_squared_error: 20.7405 - output17_mean_squared_error: 21.3378 - output18_mean_squared_error: 14.1316 - output19_mean_squared_error: 9.9137 - output20_mean_squared_error: 11.4495 - output21_mean_squared_error: 29.3340 - output22_mean_squared_error: 22.2278 - output23_mean_squared_error: 15.3877 - output24_mean_squared_error: 21.2792 - output25_mean_squared_error: 27.7635 - output26_mean_squared_error: 14.5429 - output27_mean_squared_error: 28.3635 - output28_mean_squared_error: 19.7351 - output29_mean_squared_error: 25.3644 Epoch 1987/2000 121/121 [==============================] - 0s 601us/step - loss: 601.7343 - output00_loss: 12.3885 - output01_loss: 12.9399 - output02_loss: 21.0083 - output03_loss: 32.0508 - output04_loss: 24.9372 - output05_loss: 18.3898 - output06_loss: 18.8309 - output07_loss: 21.2187 - output08_loss: 13.9996 - output09_loss: 19.0858 - output10_loss: 19.0663 - output11_loss: 20.7567 - output12_loss: 16.5271 - output13_loss: 24.7264 - output14_loss: 17.2751 - output15_loss: 26.9685 - output16_loss: 20.7405 - output17_loss: 21.3373 - output18_loss: 14.1316 - output19_loss: 9.9128 - output20_loss: 11.4487 - output21_loss: 29.3337 - output22_loss: 22.2278 - output23_loss: 15.3877 - output24_loss: 21.2791 - output25_loss: 27.7635 - output26_loss: 14.5429 - output27_loss: 28.3633 - output28_loss: 19.7338 - output29_loss: 25.3621 - output00_mean_squared_error: 12.3885 - output01_mean_squared_error: 12.9399 - output02_mean_squared_error: 21.0083 - output03_mean_squared_error: 32.0508 - output04_mean_squared_error: 24.9372 - output05_mean_squared_error: 18.3898 - output06_mean_squared_error: 18.8309 - output07_mean_squared_error: 21.2187 - output08_mean_squared_error: 13.9996 - output09_mean_squared_error: 19.0858 - output10_mean_squared_error: 19.0663 - output11_mean_squared_error: 20.7567 - output12_mean_squared_error: 16.5271 - output13_mean_squared_error: 24.7264 - output14_mean_squared_error: 17.2751 - output15_mean_squared_error: 26.9685 - output16_mean_squared_error: 20.7405 - output17_mean_squared_error: 21.3373 - output18_mean_squared_error: 14.1316 - output19_mean_squared_error: 9.9128 - output20_mean_squared_error: 11.4487 - output21_mean_squared_error: 29.3337 - output22_mean_squared_error: 22.2278 - output23_mean_squared_error: 15.3877 - output24_mean_squared_error: 21.2791 - output25_mean_squared_error: 27.7635 - output26_mean_squared_error: 14.5429 - output27_mean_squared_error: 28.3633 - output28_mean_squared_error: 19.7338 - output29_mean_squared_error: 25.3621 Epoch 1988/2000 121/121 [==============================] - 0s 1ms/step - loss: 601.7198 - output00_loss: 12.3885 - output01_loss: 12.9391 - output02_loss: 21.0076 - output03_loss: 32.0507 - output04_loss: 24.9356 - output05_loss: 18.3897 - output06_loss: 18.8295 - output07_loss: 21.2177 - output08_loss: 13.9995 - output09_loss: 19.0857 - output10_loss: 19.0663 - output11_loss: 20.7567 - output12_loss: 16.5270 - output13_loss: 24.7258 - output14_loss: 17.2745 - output15_loss: 26.9674 - output16_loss: 20.7405 - output17_loss: 21.3367 - output18_loss: 14.1316 - output19_loss: 9.9118 - output20_loss: 11.4479 - output21_loss: 29.3335 - output22_loss: 22.2278 - output23_loss: 15.3877 - output24_loss: 21.2790 - output25_loss: 27.7635 - output26_loss: 14.5429 - output27_loss: 28.3632 - output28_loss: 19.7325 - output29_loss: 25.3597 - output00_mean_squared_error: 12.3885 - output01_mean_squared_error: 12.9391 - output02_mean_squared_error: 21.0076 - output03_mean_squared_error: 32.0507 - output04_mean_squared_error: 24.9356 - output05_mean_squared_error: 18.3897 - output06_mean_squared_error: 18.8295 - output07_mean_squared_error: 21.2177 - output08_mean_squared_error: 13.9995 - output09_mean_squared_error: 19.0857 - output10_mean_squared_error: 19.0663 - output11_mean_squared_error: 20.7567 - output12_mean_squared_error: 16.5270 - output13_mean_squared_error: 24.7258 - output14_mean_squared_error: 17.2745 - output15_mean_squared_error: 26.9674 - output16_mean_squared_error: 20.7405 - output17_mean_squared_error: 21.3367 - output18_mean_squared_error: 14.1316 - output19_mean_squared_error: 9.9118 - output20_mean_squared_error: 11.4479 - output21_mean_squared_error: 29.3335 - output22_mean_squared_error: 22.2278 - output23_mean_squared_error: 15.3877 - output24_mean_squared_error: 21.2790 - output25_mean_squared_error: 27.7635 - output26_mean_squared_error: 14.5429 - output27_mean_squared_error: 28.3632 - output28_mean_squared_error: 19.7325 - output29_mean_squared_error: 25.3597 Epoch 1989/2000 121/121 [==============================] - 0s 1ms/step - loss: 601.7051 - output00_loss: 12.3885 - output01_loss: 12.9384 - output02_loss: 21.0069 - output03_loss: 32.0506 - output04_loss: 24.9341 - output05_loss: 18.3897 - output06_loss: 18.8281 - output07_loss: 21.2167 - output08_loss: 13.9993 - output09_loss: 19.0857 - output10_loss: 19.0663 - output11_loss: 20.7567 - output12_loss: 16.5269 - output13_loss: 24.7253 - output14_loss: 17.2738 - output15_loss: 26.9664 - output16_loss: 20.7405 - output17_loss: 21.3363 - output18_loss: 14.1316 - output19_loss: 9.9108 - output20_loss: 11.4471 - output21_loss: 29.3332 - output22_loss: 22.2277 - output23_loss: 15.3877 - output24_loss: 21.2789 - output25_loss: 27.7635 - output26_loss: 14.5429 - output27_loss: 28.3630 - output28_loss: 19.7312 - output29_loss: 25.3574 - output00_mean_squared_error: 12.3885 - output01_mean_squared_error: 12.9384 - output02_mean_squared_error: 21.0069 - output03_mean_squared_error: 32.0506 - output04_mean_squared_error: 24.9341 - output05_mean_squared_error: 18.3897 - output06_mean_squared_error: 18.8281 - output07_mean_squared_error: 21.2167 - output08_mean_squared_error: 13.9993 - output09_mean_squared_error: 19.0857 - output10_mean_squared_error: 19.0663 - output11_mean_squared_error: 20.7567 - output12_mean_squared_error: 16.5269 - output13_mean_squared_error: 24.7253 - output14_mean_squared_error: 17.2738 - output15_mean_squared_error: 26.9664 - output16_mean_squared_error: 20.7405 - output17_mean_squared_error: 21.3363 - output18_mean_squared_error: 14.1316 - output19_mean_squared_error: 9.9108 - output20_mean_squared_error: 11.4471 - output21_mean_squared_error: 29.3332 - output22_mean_squared_error: 22.2277 - output23_mean_squared_error: 15.3877 - output24_mean_squared_error: 21.2789 - output25_mean_squared_error: 27.7635 - output26_mean_squared_error: 14.5429 - output27_mean_squared_error: 28.3630 - output28_mean_squared_error: 19.7312 - output29_mean_squared_error: 25.3574 Epoch 1990/2000 121/121 [==============================] - 0s 1ms/step - loss: 601.6907 - output00_loss: 12.3885 - output01_loss: 12.9376 - output02_loss: 21.0063 - output03_loss: 32.0505 - output04_loss: 24.9326 - output05_loss: 18.3897 - output06_loss: 18.8267 - output07_loss: 21.2157 - output08_loss: 13.9992 - output09_loss: 19.0857 - output10_loss: 19.0662 - output11_loss: 20.7567 - output12_loss: 16.5268 - output13_loss: 24.7247 - output14_loss: 17.2732 - output15_loss: 26.9654 - output16_loss: 20.7405 - output17_loss: 21.3357 - output18_loss: 14.1316 - output19_loss: 9.9098 - output20_loss: 11.4463 - output21_loss: 29.3330 - output22_loss: 22.2277 - output23_loss: 15.3877 - output24_loss: 21.2788 - output25_loss: 27.7634 - output26_loss: 14.5429 - output27_loss: 28.3629 - output28_loss: 19.7299 - output29_loss: 25.3550 - output00_mean_squared_error: 12.3885 - output01_mean_squared_error: 12.9376 - output02_mean_squared_error: 21.0063 - output03_mean_squared_error: 32.0505 - output04_mean_squared_error: 24.9326 - output05_mean_squared_error: 18.3897 - output06_mean_squared_error: 18.8267 - output07_mean_squared_error: 21.2157 - output08_mean_squared_error: 13.9992 - output09_mean_squared_error: 19.0857 - output10_mean_squared_error: 19.0662 - output11_mean_squared_error: 20.7567 - output12_mean_squared_error: 16.5268 - output13_mean_squared_error: 24.7247 - output14_mean_squared_error: 17.2732 - output15_mean_squared_error: 26.9654 - output16_mean_squared_error: 20.7405 - output17_mean_squared_error: 21.3357 - output18_mean_squared_error: 14.1316 - output19_mean_squared_error: 9.9098 - output20_mean_squared_error: 11.4463 - output21_mean_squared_error: 29.3330 - output22_mean_squared_error: 22.2277 - output23_mean_squared_error: 15.3877 - output24_mean_squared_error: 21.2788 - output25_mean_squared_error: 27.7634 - output26_mean_squared_error: 14.5429 - output27_mean_squared_error: 28.3629 - output28_mean_squared_error: 19.7299 - output29_mean_squared_error: 25.3550 Epoch 1991/2000 121/121 [==============================] - 0s 2ms/step - loss: 601.6763 - output00_loss: 12.3885 - output01_loss: 12.9368 - output02_loss: 21.0056 - output03_loss: 32.0504 - output04_loss: 24.9311 - output05_loss: 18.3896 - output06_loss: 18.8253 - output07_loss: 21.2147 - output08_loss: 13.9991 - output09_loss: 19.0856 - output10_loss: 19.0662 - output11_loss: 20.7567 - output12_loss: 16.5267 - output13_loss: 24.7241 - output14_loss: 17.2725 - output15_loss: 26.9644 - output16_loss: 20.7405 - output17_loss: 21.3352 - output18_loss: 14.1316 - output19_loss: 9.9089 - output20_loss: 11.4455 - output21_loss: 29.3327 - output22_loss: 22.2276 - output23_loss: 15.3877 - output24_loss: 21.2786 - output25_loss: 27.7634 - output26_loss: 14.5429 - output27_loss: 28.3628 - output28_loss: 19.7286 - output29_loss: 25.3527 - output00_mean_squared_error: 12.3885 - output01_mean_squared_error: 12.9368 - output02_mean_squared_error: 21.0056 - output03_mean_squared_error: 32.0504 - output04_mean_squared_error: 24.9311 - output05_mean_squared_error: 18.3896 - output06_mean_squared_error: 18.8253 - output07_mean_squared_error: 21.2147 - output08_mean_squared_error: 13.9991 - output09_mean_squared_error: 19.0856 - output10_mean_squared_error: 19.0662 - output11_mean_squared_error: 20.7567 - output12_mean_squared_error: 16.5267 - output13_mean_squared_error: 24.7241 - output14_mean_squared_error: 17.2725 - output15_mean_squared_error: 26.9644 - output16_mean_squared_error: 20.7405 - output17_mean_squared_error: 21.3352 - output18_mean_squared_error: 14.1316 - output19_mean_squared_error: 9.9089 - output20_mean_squared_error: 11.4455 - output21_mean_squared_error: 29.3327 - output22_mean_squared_error: 22.2276 - output23_mean_squared_error: 15.3877 - output24_mean_squared_error: 21.2786 - output25_mean_squared_error: 27.7634 - output26_mean_squared_error: 14.5429 - output27_mean_squared_error: 28.3628 - output28_mean_squared_error: 19.7286 - output29_mean_squared_error: 25.3527 Epoch 1992/2000 121/121 [==============================] - 0s 1ms/step - loss: 601.6617 - output00_loss: 12.3885 - output01_loss: 12.9361 - output02_loss: 21.0049 - output03_loss: 32.0503 - output04_loss: 24.9296 - output05_loss: 18.3896 - output06_loss: 18.8239 - output07_loss: 21.2137 - output08_loss: 13.9990 - output09_loss: 19.0856 - output10_loss: 19.0662 - output11_loss: 20.7567 - output12_loss: 16.5266 - output13_loss: 24.7235 - output14_loss: 17.2719 - output15_loss: 26.9634 - output16_loss: 20.7405 - output17_loss: 21.3347 - output18_loss: 14.1316 - output19_loss: 9.9079 - output20_loss: 11.4447 - output21_loss: 29.3324 - output22_loss: 22.2276 - output23_loss: 15.3877 - output24_loss: 21.2785 - output25_loss: 27.7634 - output26_loss: 14.5429 - output27_loss: 28.3626 - output28_loss: 19.7273 - output29_loss: 25.3504 - output00_mean_squared_error: 12.3885 - output01_mean_squared_error: 12.9361 - output02_mean_squared_error: 21.0049 - output03_mean_squared_error: 32.0503 - output04_mean_squared_error: 24.9296 - output05_mean_squared_error: 18.3896 - output06_mean_squared_error: 18.8239 - output07_mean_squared_error: 21.2137 - output08_mean_squared_error: 13.9990 - output09_mean_squared_error: 19.0856 - output10_mean_squared_error: 19.0662 - output11_mean_squared_error: 20.7567 - output12_mean_squared_error: 16.5266 - output13_mean_squared_error: 24.7235 - output14_mean_squared_error: 17.2719 - output15_mean_squared_error: 26.9634 - output16_mean_squared_error: 20.7405 - output17_mean_squared_error: 21.3347 - output18_mean_squared_error: 14.1316 - output19_mean_squared_error: 9.9079 - output20_mean_squared_error: 11.4447 - output21_mean_squared_error: 29.3324 - output22_mean_squared_error: 22.2276 - output23_mean_squared_error: 15.3877 - output24_mean_squared_error: 21.2785 - output25_mean_squared_error: 27.7634 - output26_mean_squared_error: 14.5429 - output27_mean_squared_error: 28.3626 - output28_mean_squared_error: 19.7273 - output29_mean_squared_error: 25.3504 Epoch 1993/2000 121/121 [==============================] - 0s 1ms/step - loss: 601.6473 - output00_loss: 12.3885 - output01_loss: 12.9353 - output02_loss: 21.0043 - output03_loss: 32.0501 - output04_loss: 24.9281 - output05_loss: 18.3896 - output06_loss: 18.8225 - output07_loss: 21.2128 - output08_loss: 13.9989 - output09_loss: 19.0855 - output10_loss: 19.0662 - output11_loss: 20.7567 - output12_loss: 16.5265 - output13_loss: 24.7229 - output14_loss: 17.2712 - output15_loss: 26.9623 - output16_loss: 20.7405 - output17_loss: 21.3342 - output18_loss: 14.1316 - output19_loss: 9.9069 - output20_loss: 11.4439 - output21_loss: 29.3322 - output22_loss: 22.2276 - output23_loss: 15.3876 - output24_loss: 21.2784 - output25_loss: 27.7633 - output26_loss: 14.5429 - output27_loss: 28.3625 - output28_loss: 19.7260 - output29_loss: 25.3480 - output00_mean_squared_error: 12.3885 - output01_mean_squared_error: 12.9353 - output02_mean_squared_error: 21.0043 - output03_mean_squared_error: 32.0501 - output04_mean_squared_error: 24.9281 - output05_mean_squared_error: 18.3896 - output06_mean_squared_error: 18.8225 - output07_mean_squared_error: 21.2128 - output08_mean_squared_error: 13.9989 - output09_mean_squared_error: 19.0855 - output10_mean_squared_error: 19.0662 - output11_mean_squared_error: 20.7567 - output12_mean_squared_error: 16.5265 - output13_mean_squared_error: 24.7229 - output14_mean_squared_error: 17.2712 - output15_mean_squared_error: 26.9623 - output16_mean_squared_error: 20.7405 - output17_mean_squared_error: 21.3342 - output18_mean_squared_error: 14.1316 - output19_mean_squared_error: 9.9069 - output20_mean_squared_error: 11.4439 - output21_mean_squared_error: 29.3322 - output22_mean_squared_error: 22.2276 - output23_mean_squared_error: 15.3876 - output24_mean_squared_error: 21.2784 - output25_mean_squared_error: 27.7633 - output26_mean_squared_error: 14.5429 - output27_mean_squared_error: 28.3625 - output28_mean_squared_error: 19.7260 - output29_mean_squared_error: 25.3480 Epoch 1994/2000 121/121 [==============================] - 0s 1ms/step - loss: 601.6328 - output00_loss: 12.3885 - output01_loss: 12.9346 - output02_loss: 21.0036 - output03_loss: 32.0500 - output04_loss: 24.9266 - output05_loss: 18.3895 - output06_loss: 18.8211 - output07_loss: 21.2118 - output08_loss: 13.9987 - output09_loss: 19.0855 - output10_loss: 19.0662 - output11_loss: 20.7567 - output12_loss: 16.5264 - output13_loss: 24.7223 - output14_loss: 17.2706 - output15_loss: 26.9613 - output16_loss: 20.7405 - output17_loss: 21.3338 - output18_loss: 14.1316 - output19_loss: 9.9059 - output20_loss: 11.4431 - output21_loss: 29.3319 - output22_loss: 22.2275 - output23_loss: 15.3876 - output24_loss: 21.2783 - output25_loss: 27.7633 - output26_loss: 14.5429 - output27_loss: 28.3623 - output28_loss: 19.7247 - output29_loss: 25.3457 - output00_mean_squared_error: 12.3885 - output01_mean_squared_error: 12.9346 - output02_mean_squared_error: 21.0036 - output03_mean_squared_error: 32.0500 - output04_mean_squared_error: 24.9266 - output05_mean_squared_error: 18.3895 - output06_mean_squared_error: 18.8211 - output07_mean_squared_error: 21.2118 - output08_mean_squared_error: 13.9987 - output09_mean_squared_error: 19.0855 - output10_mean_squared_error: 19.0662 - output11_mean_squared_error: 20.7567 - output12_mean_squared_error: 16.5264 - output13_mean_squared_error: 24.7223 - output14_mean_squared_error: 17.2706 - output15_mean_squared_error: 26.9613 - output16_mean_squared_error: 20.7405 - output17_mean_squared_error: 21.3338 - output18_mean_squared_error: 14.1316 - output19_mean_squared_error: 9.9059 - output20_mean_squared_error: 11.4431 - output21_mean_squared_error: 29.3319 - output22_mean_squared_error: 22.2275 - output23_mean_squared_error: 15.3876 - output24_mean_squared_error: 21.2783 - output25_mean_squared_error: 27.7633 - output26_mean_squared_error: 14.5429 - output27_mean_squared_error: 28.3623 - output28_mean_squared_error: 19.7247 - output29_mean_squared_error: 25.3457 Epoch 1995/2000 121/121 [==============================] - 0s 1ms/step - loss: 601.6184 - output00_loss: 12.3885 - output01_loss: 12.9338 - output02_loss: 21.0030 - output03_loss: 32.0499 - output04_loss: 24.9251 - output05_loss: 18.3895 - output06_loss: 18.8197 - output07_loss: 21.2108 - output08_loss: 13.9986 - output09_loss: 19.0854 - output10_loss: 19.0662 - output11_loss: 20.7567 - output12_loss: 16.5263 - output13_loss: 24.7218 - output14_loss: 17.2699 - output15_loss: 26.9603 - output16_loss: 20.7405 - output17_loss: 21.3333 - output18_loss: 14.1316 - output19_loss: 9.9050 - output20_loss: 11.4423 - output21_loss: 29.3317 - output22_loss: 22.2275 - output23_loss: 15.3876 - output24_loss: 21.2782 - output25_loss: 27.7633 - output26_loss: 14.5429 - output27_loss: 28.3622 - output28_loss: 19.7234 - output29_loss: 25.3434 - output00_mean_squared_error: 12.3885 - output01_mean_squared_error: 12.9338 - output02_mean_squared_error: 21.0030 - output03_mean_squared_error: 32.0499 - output04_mean_squared_error: 24.9251 - output05_mean_squared_error: 18.3895 - output06_mean_squared_error: 18.8197 - output07_mean_squared_error: 21.2108 - output08_mean_squared_error: 13.9986 - output09_mean_squared_error: 19.0854 - output10_mean_squared_error: 19.0662 - output11_mean_squared_error: 20.7567 - output12_mean_squared_error: 16.5263 - output13_mean_squared_error: 24.7218 - output14_mean_squared_error: 17.2699 - output15_mean_squared_error: 26.9603 - output16_mean_squared_error: 20.7405 - output17_mean_squared_error: 21.3333 - output18_mean_squared_error: 14.1316 - output19_mean_squared_error: 9.9050 - output20_mean_squared_error: 11.4423 - output21_mean_squared_error: 29.3317 - output22_mean_squared_error: 22.2275 - output23_mean_squared_error: 15.3876 - output24_mean_squared_error: 21.2782 - output25_mean_squared_error: 27.7633 - output26_mean_squared_error: 14.5429 - output27_mean_squared_error: 28.3622 - output28_mean_squared_error: 19.7234 - output29_mean_squared_error: 25.3434 Epoch 1996/2000 121/121 [==============================] - 0s 1ms/step - loss: 601.6040 - output00_loss: 12.3885 - output01_loss: 12.9330 - output02_loss: 21.0023 - output03_loss: 32.0498 - output04_loss: 24.9236 - output05_loss: 18.3894 - output06_loss: 18.8183 - output07_loss: 21.2099 - output08_loss: 13.9985 - output09_loss: 19.0854 - output10_loss: 19.0661 - output11_loss: 20.7567 - output12_loss: 16.5263 - output13_loss: 24.7212 - output14_loss: 17.2693 - output15_loss: 26.9593 - output16_loss: 20.7405 - output17_loss: 21.3328 - output18_loss: 14.1316 - output19_loss: 9.9040 - output20_loss: 11.4415 - output21_loss: 29.3314 - output22_loss: 22.2275 - output23_loss: 15.3876 - output24_loss: 21.2781 - output25_loss: 27.7633 - output26_loss: 14.5429 - output27_loss: 28.3620 - output28_loss: 19.7222 - output29_loss: 25.3410 - output00_mean_squared_error: 12.3885 - output01_mean_squared_error: 12.9330 - output02_mean_squared_error: 21.0023 - output03_mean_squared_error: 32.0498 - output04_mean_squared_error: 24.9236 - output05_mean_squared_error: 18.3894 - output06_mean_squared_error: 18.8183 - output07_mean_squared_error: 21.2099 - output08_mean_squared_error: 13.9985 - output09_mean_squared_error: 19.0854 - output10_mean_squared_error: 19.0661 - output11_mean_squared_error: 20.7567 - output12_mean_squared_error: 16.5263 - output13_mean_squared_error: 24.7212 - output14_mean_squared_error: 17.2693 - output15_mean_squared_error: 26.9593 - output16_mean_squared_error: 20.7405 - output17_mean_squared_error: 21.3328 - output18_mean_squared_error: 14.1316 - output19_mean_squared_error: 9.9040 - output20_mean_squared_error: 11.4415 - output21_mean_squared_error: 29.3314 - output22_mean_squared_error: 22.2275 - output23_mean_squared_error: 15.3876 - output24_mean_squared_error: 21.2781 - output25_mean_squared_error: 27.7633 - output26_mean_squared_error: 14.5429 - output27_mean_squared_error: 28.3620 - output28_mean_squared_error: 19.7222 - output29_mean_squared_error: 25.3410 Epoch 1997/2000 121/121 [==============================] - 0s 1ms/step - loss: 601.5897 - output00_loss: 12.3885 - output01_loss: 12.9323 - output02_loss: 21.0016 - output03_loss: 32.0497 - output04_loss: 24.9221 - output05_loss: 18.3894 - output06_loss: 18.8169 - output07_loss: 21.2089 - output08_loss: 13.9984 - output09_loss: 19.0854 - output10_loss: 19.0661 - output11_loss: 20.7567 - output12_loss: 16.5262 - output13_loss: 24.7206 - output14_loss: 17.2687 - output15_loss: 26.9583 - output16_loss: 20.7405 - output17_loss: 21.3323 - output18_loss: 14.1316 - output19_loss: 9.9030 - output20_loss: 11.4407 - output21_loss: 29.3312 - output22_loss: 22.2274 - output23_loss: 15.3876 - output24_loss: 21.2780 - output25_loss: 27.7633 - output26_loss: 14.5429 - output27_loss: 28.3619 - output28_loss: 19.7209 - output29_loss: 25.3387 - output00_mean_squared_error: 12.3885 - output01_mean_squared_error: 12.9323 - output02_mean_squared_error: 21.0016 - output03_mean_squared_error: 32.0497 - output04_mean_squared_error: 24.9221 - output05_mean_squared_error: 18.3894 - output06_mean_squared_error: 18.8169 - output07_mean_squared_error: 21.2089 - output08_mean_squared_error: 13.9984 - output09_mean_squared_error: 19.0854 - output10_mean_squared_error: 19.0661 - output11_mean_squared_error: 20.7567 - output12_mean_squared_error: 16.5262 - output13_mean_squared_error: 24.7206 - output14_mean_squared_error: 17.2687 - output15_mean_squared_error: 26.9583 - output16_mean_squared_error: 20.7405 - output17_mean_squared_error: 21.3323 - output18_mean_squared_error: 14.1316 - output19_mean_squared_error: 9.9030 - output20_mean_squared_error: 11.4407 - output21_mean_squared_error: 29.3312 - output22_mean_squared_error: 22.2274 - output23_mean_squared_error: 15.3876 - output24_mean_squared_error: 21.2780 - output25_mean_squared_error: 27.7633 - output26_mean_squared_error: 14.5429 - output27_mean_squared_error: 28.3619 - output28_mean_squared_error: 19.7209 - output29_mean_squared_error: 25.3387 Epoch 1998/2000 121/121 [==============================] - 0s 709us/step - loss: 601.5754 - output00_loss: 12.3885 - output01_loss: 12.9315 - output02_loss: 21.0010 - output03_loss: 32.0496 - output04_loss: 24.9206 - output05_loss: 18.3894 - output06_loss: 18.8155 - output07_loss: 21.2079 - output08_loss: 13.9983 - output09_loss: 19.0853 - output10_loss: 19.0661 - output11_loss: 20.7567 - output12_loss: 16.5261 - output13_loss: 24.7200 - output14_loss: 17.2680 - output15_loss: 26.9573 - output16_loss: 20.7405 - output17_loss: 21.3318 - output18_loss: 14.1316 - output19_loss: 9.9021 - output20_loss: 11.4399 - output21_loss: 29.3309 - output22_loss: 22.2274 - output23_loss: 15.3876 - output24_loss: 21.2779 - output25_loss: 27.7632 - output26_loss: 14.5429 - output27_loss: 28.3618 - output28_loss: 19.7196 - output29_loss: 25.3364 - output00_mean_squared_error: 12.3885 - output01_mean_squared_error: 12.9315 - output02_mean_squared_error: 21.0010 - output03_mean_squared_error: 32.0496 - output04_mean_squared_error: 24.9206 - output05_mean_squared_error: 18.3894 - output06_mean_squared_error: 18.8155 - output07_mean_squared_error: 21.2079 - output08_mean_squared_error: 13.9983 - output09_mean_squared_error: 19.0853 - output10_mean_squared_error: 19.0661 - output11_mean_squared_error: 20.7567 - output12_mean_squared_error: 16.5261 - output13_mean_squared_error: 24.7200 - output14_mean_squared_error: 17.2680 - output15_mean_squared_error: 26.9573 - output16_mean_squared_error: 20.7405 - output17_mean_squared_error: 21.3318 - output18_mean_squared_error: 14.1316 - output19_mean_squared_error: 9.9021 - output20_mean_squared_error: 11.4399 - output21_mean_squared_error: 29.3309 - output22_mean_squared_error: 22.2274 - output23_mean_squared_error: 15.3876 - output24_mean_squared_error: 21.2779 - output25_mean_squared_error: 27.7632 - output26_mean_squared_error: 14.5429 - output27_mean_squared_error: 28.3618 - output28_mean_squared_error: 19.7196 - output29_mean_squared_error: 25.3364 Epoch 1999/2000 121/121 [==============================] - 0s 979us/step - loss: 601.5612 - output00_loss: 12.3885 - output01_loss: 12.9308 - output02_loss: 21.0003 - output03_loss: 32.0495 - output04_loss: 24.9191 - output05_loss: 18.3893 - output06_loss: 18.8141 - output07_loss: 21.2070 - output08_loss: 13.9981 - output09_loss: 19.0853 - output10_loss: 19.0661 - output11_loss: 20.7567 - output12_loss: 16.5260 - output13_loss: 24.7195 - output14_loss: 17.2674 - output15_loss: 26.9563 - output16_loss: 20.7405 - output17_loss: 21.3313 - output18_loss: 14.1316 - output19_loss: 9.9011 - output20_loss: 11.4391 - output21_loss: 29.3307 - output22_loss: 22.2273 - output23_loss: 15.3876 - output24_loss: 21.2778 - output25_loss: 27.7632 - output26_loss: 14.5429 - output27_loss: 28.3616 - output28_loss: 19.7183 - output29_loss: 25.3341 - output00_mean_squared_error: 12.3885 - output01_mean_squared_error: 12.9308 - output02_mean_squared_error: 21.0003 - output03_mean_squared_error: 32.0495 - output04_mean_squared_error: 24.9191 - output05_mean_squared_error: 18.3893 - output06_mean_squared_error: 18.8141 - output07_mean_squared_error: 21.2070 - output08_mean_squared_error: 13.9981 - output09_mean_squared_error: 19.0853 - output10_mean_squared_error: 19.0661 - output11_mean_squared_error: 20.7567 - output12_mean_squared_error: 16.5260 - output13_mean_squared_error: 24.7195 - output14_mean_squared_error: 17.2674 - output15_mean_squared_error: 26.9563 - output16_mean_squared_error: 20.7405 - output17_mean_squared_error: 21.3313 - output18_mean_squared_error: 14.1316 - output19_mean_squared_error: 9.9011 - output20_mean_squared_error: 11.4391 - output21_mean_squared_error: 29.3307 - output22_mean_squared_error: 22.2273 - output23_mean_squared_error: 15.3876 - output24_mean_squared_error: 21.2778 - output25_mean_squared_error: 27.7632 - output26_mean_squared_error: 14.5429 - output27_mean_squared_error: 28.3616 - output28_mean_squared_error: 19.7183 - output29_mean_squared_error: 25.3341 Epoch 2000/2000 121/121 [==============================] - 0s 1ms/step - loss: 601.5469 - output00_loss: 12.3885 - output01_loss: 12.9300 - output02_loss: 20.9997 - output03_loss: 32.0494 - output04_loss: 24.9176 - output05_loss: 18.3893 - output06_loss: 18.8128 - output07_loss: 21.2060 - output08_loss: 13.9980 - output09_loss: 19.0852 - output10_loss: 19.0661 - output11_loss: 20.7567 - output12_loss: 16.5259 - output13_loss: 24.7189 - output14_loss: 17.2668 - output15_loss: 26.9553 - output16_loss: 20.7405 - output17_loss: 21.3308 - output18_loss: 14.1316 - output19_loss: 9.9001 - output20_loss: 11.4383 - output21_loss: 29.3304 - output22_loss: 22.2273 - output23_loss: 15.3876 - output24_loss: 21.2777 - output25_loss: 27.7632 - output26_loss: 14.5429 - output27_loss: 28.3615 - output28_loss: 19.7170 - output29_loss: 25.3318 - output00_mean_squared_error: 12.3885 - output01_mean_squared_error: 12.9300 - output02_mean_squared_error: 20.9997 - output03_mean_squared_error: 32.0494 - output04_mean_squared_error: 24.9176 - output05_mean_squared_error: 18.3893 - output06_mean_squared_error: 18.8128 - output07_mean_squared_error: 21.2060 - output08_mean_squared_error: 13.9980 - output09_mean_squared_error: 19.0852 - output10_mean_squared_error: 19.0661 - output11_mean_squared_error: 20.7567 - output12_mean_squared_error: 16.5259 - output13_mean_squared_error: 24.7189 - output14_mean_squared_error: 17.2668 - output15_mean_squared_error: 26.9553 - output16_mean_squared_error: 20.7405 - output17_mean_squared_error: 21.3308 - output18_mean_squared_error: 14.1316 - output19_mean_squared_error: 9.9001 - output20_mean_squared_error: 11.4383 - output21_mean_squared_error: 29.3304 - output22_mean_squared_error: 22.2273 - output23_mean_squared_error: 15.3876 - output24_mean_squared_error: 21.2777 - output25_mean_squared_error: 27.7632 - output26_mean_squared_error: 14.5429 - output27_mean_squared_error: 28.3615 - output28_mean_squared_error: 19.7170 - output29_mean_squared_error: 25.3318 [[ -4.6851525 -3.382957 -2.4528918 -12.144189 -4.413034 -2.8612401 -5.401858 -1.868984 -5.497397 -6.508828 -5.6804647 -7.7078094 -6.321632 -3.528291 -3.992365 -6.019682 -4.766429 -2.1385708 -3.437091 -2.1732259 -3.2560973 -2.5075848 -5.189883 -6.3428197 -6.6910825 -10.028772 -4.65031 -8.570543 -3.3869867 -3.846949 ] [ -1.0875846 -0.6736265 2.5425515 -7.730994 2.0680983 -4.9958715 0.08591428 -3.2233174 -2.0670075 -0.42269492 -1.6697507 -2.7442203 -2.1576202 -1.7150738 -2.8342419 -2.2559526 -0.6478595 -3.3688436 2.0162175 -2.7831273 -4.187225 -1.6659441 -3.0984 -1.92923 -1.0434868 -2.8106298 -0.9971142 -6.3198404 0.55446064 0.06798619] [ -1.9666381 -1.1048069 -2.5038288 0.39124668 -1.0236034 1.6242424 -0.18998173 -1.7335386 -0.7436984 -0.42193258 -0.7425653 -3.6149457 -1.7595313 -0.36064255 -1.6721703 -0.19540493 -0.3994941 -1.0102725 2.1591117 0.452066 0.23919344 0.36487478 1.5781608 -1.1056743 -0.95620817 -0.3403669 1.5243131 -3.2479072 -0.169714 -0.4036433 ]]
# perform cross-validation on many Keras NN models
MODELPREFIX = "NN"
n_hiddens = [1, 2, 3]
layer_sizes = [1, 2, 4, 8, 16]
reg_penalties = [0.0, 0.1, 0.3, 1, 3, 10, 30, 100]
hyperparameter_combos = list(product(n_hiddens, layer_sizes, reg_penalties))
def create_keras_model(n_hidden_layers, layer_size, reg_penalty, verbose=False):
return KerasBacktestModel(n_hidden_layers = n_hidden_layers,
hidden_layer_size = layer_size,
reg_penalty = reg_penalty,
verbose=verbose)
print("%s Running %d experiments" % (time.strftime("%H:%M:%S"), len(hyperparameter_combos)))
# should really just use a list and convert to dataframe
keys = []
mses = []
sharpes = []
quantile_scores = []
kendalltaus = []
excess_true_positives = []
directional_accuracies = []
for counter, param_list in enumerate(hyperparameter_combos):
n_hidden_layers, layer_size, reg_penalty = param_list
print("%s Running experiment %d of %d" % (time.strftime("%H:%M:%S"), counter+1, len(hyperparameter_combos)))
key = (n_hidden_layers, layer_size, reg_penalty)
print("%s n_hidden_layers = %d, hidden_layer_size = %d, reg_penalty = %.6f" %
(time.strftime("%H:%M:%S"), n_hidden_layers, layer_size, reg_penalty))
experiment_model = BacktestModel(X, Y,
create_keras_model(n_hidden_layers,layer_size,reg_penalty),
coef_dict_param="all",
startindex=FIRST_TRAIN_MONTHS,
fit_missing='mean',
scaler=None)
experiment_model.walkforward_xval(n_splits=5)
experiment_model.model.save("%s_%d%d_%.6f" % (MODELPREFIX, n_hidden_layers,layer_size,reg_penalty))
experiment_model.gen_returns(calc_returns, verbose=False)
experiment_model.report_returns(start_date=start_date_str, freq='M')
experiment_model.evaluate_predictions()
experiment_model.evaluate_quantiles(chart=False, verbose=False)
print("---")
keys.append(key)
mses.append(experiment_model.mse)
quantile_scores.append(experiment_model.quintile_accuracy)
directional_accuracies.append(experiment_model.directional_accuracy)
kendalltaus.append(experiment_model.kendalltau)
excess_true_positives.append(experiment_model.excess_tp)
sharpes.append(experiment_model.sharpe)
11:58:45 Running 120 experiments 11:58:45 Running experiment 1 of 120 11:58:45 n_hidden_layers = 1, hidden_layer_size = 1, reg_penalty = 0.000000 11:58:46 Generate splits [137, 274, 411, 548, 684] .... Mean return: 1.010% Monthly Sharpe ratio: 0.231 OOS MSE across all predictions: 44.3794 In-sample MSE: 35.0979 Variance: 39.6015 R-squared: -0.1206 Avg rank correlation (Kendall's tau): 0.0117 (Expected: 0) 5-quintile accuracy: 0.1999 (Expected: 0.2) Long/short/flat accuracy: 0.4403 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 23.200000 --- 12:23:18 Running experiment 2 of 120 12:23:18 n_hidden_layers = 1, hidden_layer_size = 1, reg_penalty = 0.100000 12:23:19 Generate splits [137, 274, 411, 548, 684] .... Mean return: 1.072% Monthly Sharpe ratio: 0.236 OOS MSE across all predictions: 41.7046 In-sample MSE: 35.6252 Variance: 39.6015 R-squared: -0.0531 Avg rank correlation (Kendall's tau): 0.0104 (Expected: 0) 5-quintile accuracy: 0.2074 (Expected: 0.2) Long/short/flat accuracy: 0.4463 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 68.200000 --- 12:47:43 Running experiment 3 of 120 12:47:43 n_hidden_layers = 1, hidden_layer_size = 1, reg_penalty = 0.300000 12:47:43 Generate splits [137, 274, 411, 548, 684] .... Mean return: 0.111% Monthly Sharpe ratio: 0.049 OOS MSE across all predictions: 41.3009 In-sample MSE: 35.5777 Variance: 39.6015 R-squared: -0.0429 Avg rank correlation (Kendall's tau): 0.0044 (Expected: 0) 5-quintile accuracy: 0.2065 (Expected: 0.2) Long/short/flat accuracy: 0.4532 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 81.200000 --- 13:12:18 Running experiment 4 of 120 13:12:18 n_hidden_layers = 1, hidden_layer_size = 1, reg_penalty = 1.000000 13:12:19 Generate splits [137, 274, 411, 548, 684] .... Mean return: -1.024% Monthly Sharpe ratio: -0.176 OOS MSE across all predictions: 41.1790 In-sample MSE: 35.6418 Variance: 39.6015 R-squared: -0.0398 Avg rank correlation (Kendall's tau): -0.0061 (Expected: 0) 5-quintile accuracy: 0.2055 (Expected: 0.2) Long/short/flat accuracy: 0.4538 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 64.200000 --- 13:36:51 Running experiment 5 of 120 13:36:51 n_hidden_layers = 1, hidden_layer_size = 1, reg_penalty = 3.000000 13:36:51 Generate splits [137, 274, 411, 548, 684] .... Mean return: 0.528% Monthly Sharpe ratio: 0.122 OOS MSE across all predictions: 40.8696 In-sample MSE: 35.5344 Variance: 39.6015 R-squared: -0.0320 Avg rank correlation (Kendall's tau): 0.0102 (Expected: 0) 5-quintile accuracy: 0.2130 (Expected: 0.2) Long/short/flat accuracy: 0.4654 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 146.200000 --- 14:01:32 Running experiment 6 of 120 14:01:32 n_hidden_layers = 1, hidden_layer_size = 1, reg_penalty = 10.000000 14:01:33 Generate splits [137, 274, 411, 548, 684] .... Mean return: -0.534% Monthly Sharpe ratio: -0.076 OOS MSE across all predictions: 39.5561 In-sample MSE: 37.1900 Variance: 39.6015 R-squared: 0.0011 Avg rank correlation (Kendall's tau): 0.0002 (Expected: 0) 5-quintile accuracy: 0.2063 (Expected: 0.2) Long/short/flat accuracy: 0.4514 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 61.200000 --- 14:26:54 Running experiment 7 of 120 14:26:54 n_hidden_layers = 1, hidden_layer_size = 1, reg_penalty = 30.000000 14:26:55 Generate splits [137, 274, 411, 548, 684] .... Mean return: -0.553% Monthly Sharpe ratio: -0.081 OOS MSE across all predictions: 39.6090 In-sample MSE: 37.1900 Variance: 39.6015 R-squared: -0.0002 Avg rank correlation (Kendall's tau): 0.0004 (Expected: 0) 5-quintile accuracy: 0.2054 (Expected: 0.2) Long/short/flat accuracy: 0.4502 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 50.200000 --- 14:51:40 Running experiment 8 of 120 14:51:40 n_hidden_layers = 1, hidden_layer_size = 1, reg_penalty = 100.000000 14:51:41 Generate splits [137, 274, 411, 548, 684] .... Mean return: -0.358% Monthly Sharpe ratio: -0.043 OOS MSE across all predictions: 39.5498 In-sample MSE: 37.1900 Variance: 39.6015 R-squared: 0.0013 Avg rank correlation (Kendall's tau): 0.0024 (Expected: 0) 5-quintile accuracy: 0.2038 (Expected: 0.2) Long/short/flat accuracy: 0.4495 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 54.200000 --- 15:16:28 Running experiment 9 of 120 15:16:28 n_hidden_layers = 1, hidden_layer_size = 2, reg_penalty = 0.000000 15:16:29 Generate splits [137, 274, 411, 548, 684] .... Mean return: -0.181% Monthly Sharpe ratio: -0.014 OOS MSE across all predictions: 45.5151 In-sample MSE: 33.1307 Variance: 39.6015 R-squared: -0.1493 Avg rank correlation (Kendall's tau): 0.0073 (Expected: 0) 5-quintile accuracy: 0.2031 (Expected: 0.2) Long/short/flat accuracy: 0.4427 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 21.200000 --- 15:41:20 Running experiment 10 of 120 15:41:20 n_hidden_layers = 1, hidden_layer_size = 2, reg_penalty = 0.100000 15:41:21 Generate splits [137, 274, 411, 548, 684] .... Mean return: 0.406% Monthly Sharpe ratio: 0.104 OOS MSE across all predictions: 47.4239 In-sample MSE: 33.0622 Variance: 39.6015 R-squared: -0.1975 Avg rank correlation (Kendall's tau): 0.0076 (Expected: 0) 5-quintile accuracy: 0.2126 (Expected: 0.2) Long/short/flat accuracy: 0.4535 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 84.200000 --- 16:06:21 Running experiment 11 of 120 16:06:21 n_hidden_layers = 1, hidden_layer_size = 2, reg_penalty = 0.300000 16:06:22 Generate splits [137, 274, 411, 548, 684] .... Mean return: 0.907% Monthly Sharpe ratio: 0.214 OOS MSE across all predictions: 45.8068 In-sample MSE: 33.9315 Variance: 39.6015 R-squared: -0.1567 Avg rank correlation (Kendall's tau): 0.0083 (Expected: 0) 5-quintile accuracy: 0.1985 (Expected: 0.2) Long/short/flat accuracy: 0.4378 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 4.200000 --- 16:31:27 Running experiment 12 of 120 16:31:27 n_hidden_layers = 1, hidden_layer_size = 2, reg_penalty = 1.000000 16:31:27 Generate splits [137, 274, 411, 548, 684] .... Mean return: 0.470% Monthly Sharpe ratio: 0.116 OOS MSE across all predictions: 47.8281 In-sample MSE: 33.5046 Variance: 39.6015 R-squared: -0.2077 Avg rank correlation (Kendall's tau): 0.0115 (Expected: 0) 5-quintile accuracy: 0.2156 (Expected: 0.2) Long/short/flat accuracy: 0.4598 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 134.200000 --- 16:56:27 Running experiment 13 of 120 16:56:27 n_hidden_layers = 1, hidden_layer_size = 2, reg_penalty = 3.000000 16:56:28 Generate splits [137, 274, 411, 548, 684] .... Mean return: -0.076% Monthly Sharpe ratio: 0.011 OOS MSE across all predictions: 44.5765 In-sample MSE: 33.5753 Variance: 39.6015 R-squared: -0.1256 Avg rank correlation (Kendall's tau): 0.0044 (Expected: 0) 5-quintile accuracy: 0.2132 (Expected: 0.2) Long/short/flat accuracy: 0.4603 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 125.200000 --- 17:21:36 Running experiment 14 of 120 17:21:36 n_hidden_layers = 1, hidden_layer_size = 2, reg_penalty = 10.000000 17:21:37 Generate splits [137, 274, 411, 548, 684] .... Mean return: 0.741% Monthly Sharpe ratio: 0.158 OOS MSE across all predictions: 40.3624 In-sample MSE: 35.5661 Variance: 39.6015 R-squared: -0.0192 Avg rank correlation (Kendall's tau): 0.0099 (Expected: 0) 5-quintile accuracy: 0.2142 (Expected: 0.2) Long/short/flat accuracy: 0.4590 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 131.200000 --- 17:46:54 Running experiment 15 of 120 17:46:54 n_hidden_layers = 1, hidden_layer_size = 2, reg_penalty = 30.000000 17:46:55 Generate splits [137, 274, 411, 548, 684] .... Mean return: -0.493% Monthly Sharpe ratio: -0.070 OOS MSE across all predictions: 39.5880 In-sample MSE: 37.1900 Variance: 39.6015 R-squared: 0.0003 Avg rank correlation (Kendall's tau): -0.0029 (Expected: 0) 5-quintile accuracy: 0.2040 (Expected: 0.2) Long/short/flat accuracy: 0.4509 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 52.200000 --- 18:12:04 Running experiment 16 of 120 18:12:04 n_hidden_layers = 1, hidden_layer_size = 2, reg_penalty = 100.000000 18:12:05 Generate splits [137, 274, 411, 548, 684] .... Mean return: -0.690% Monthly Sharpe ratio: -0.104 OOS MSE across all predictions: 39.5586 In-sample MSE: 37.1900 Variance: 39.6015 R-squared: 0.0011 Avg rank correlation (Kendall's tau): -0.0034 (Expected: 0) 5-quintile accuracy: 0.2041 (Expected: 0.2) Long/short/flat accuracy: 0.4505 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 47.200000 --- 18:37:18 Running experiment 17 of 120 18:37:18 n_hidden_layers = 1, hidden_layer_size = 4, reg_penalty = 0.000000 18:37:18 Generate splits [137, 274, 411, 548, 684] .... Mean return: 0.722% Monthly Sharpe ratio: 0.162 OOS MSE across all predictions: 51.6945 In-sample MSE: 30.7244 Variance: 39.6015 R-squared: -0.3054 Avg rank correlation (Kendall's tau): 0.0074 (Expected: 0) 5-quintile accuracy: 0.2076 (Expected: 0.2) Long/short/flat accuracy: 0.4511 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 72.200000 --- 19:03:30 Running experiment 18 of 120 19:03:30 n_hidden_layers = 1, hidden_layer_size = 4, reg_penalty = 0.100000 19:03:30 Generate splits [137, 274, 411, 548, 684] .... Mean return: 1.637% Monthly Sharpe ratio: 0.322 OOS MSE across all predictions: 53.8158 In-sample MSE: 29.7616 Variance: 39.6015 R-squared: -0.3589 Avg rank correlation (Kendall's tau): 0.0102 (Expected: 0) 5-quintile accuracy: 0.2082 (Expected: 0.2) Long/short/flat accuracy: 0.4545 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 122.200000 --- 19:30:45 Running experiment 19 of 120 19:30:45 n_hidden_layers = 1, hidden_layer_size = 4, reg_penalty = 0.300000 19:30:45 Generate splits [137, 274, 411, 548, 684] .... Mean return: 1.833% Monthly Sharpe ratio: 0.381 OOS MSE across all predictions: 49.5576 In-sample MSE: 29.9342 Variance: 39.6015 R-squared: -0.2514 Avg rank correlation (Kendall's tau): 0.0153 (Expected: 0) 5-quintile accuracy: 0.2149 (Expected: 0.2) Long/short/flat accuracy: 0.4581 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 143.200000 --- 19:58:03 Running experiment 20 of 120 19:58:03 n_hidden_layers = 1, hidden_layer_size = 4, reg_penalty = 1.000000 19:58:04 Generate splits [137, 274, 411, 548, 684] .... Mean return: 0.475% Monthly Sharpe ratio: 0.126 OOS MSE across all predictions: 47.5809 In-sample MSE: 30.2379 Variance: 39.6015 R-squared: -0.2015 Avg rank correlation (Kendall's tau): 0.0053 (Expected: 0) 5-quintile accuracy: 0.2093 (Expected: 0.2) Long/short/flat accuracy: 0.4519 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 93.200000 --- 20:25:17 Running experiment 21 of 120 20:25:17 n_hidden_layers = 1, hidden_layer_size = 4, reg_penalty = 3.000000 20:25:18 Generate splits [137, 274, 411, 548, 684] .... Mean return: 1.692% Monthly Sharpe ratio: 0.334 OOS MSE across all predictions: 48.9890 In-sample MSE: 30.4991 Variance: 39.6015 R-squared: -0.2370 Avg rank correlation (Kendall's tau): 0.0182 (Expected: 0) 5-quintile accuracy: 0.2090 (Expected: 0.2) Long/short/flat accuracy: 0.4523 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 107.200000 --- 20:52:47 Running experiment 22 of 120 20:52:47 n_hidden_layers = 1, hidden_layer_size = 4, reg_penalty = 10.000000 20:52:48 Generate splits [137, 274, 411, 548, 684] .... Mean return: 1.718% Monthly Sharpe ratio: 0.321 OOS MSE across all predictions: 44.0938 In-sample MSE: 30.5961 Variance: 39.6015 R-squared: -0.1134 Avg rank correlation (Kendall's tau): 0.0135 (Expected: 0) 5-quintile accuracy: 0.2127 (Expected: 0.2) Long/short/flat accuracy: 0.4602 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 148.200000 --- 21:20:14 Running experiment 23 of 120 21:20:14 n_hidden_layers = 1, hidden_layer_size = 4, reg_penalty = 30.000000 21:20:14 Generate splits [137, 274, 411, 548, 684] .... Mean return: 1.141% Monthly Sharpe ratio: 0.225 OOS MSE across all predictions: 39.9236 In-sample MSE: 35.7379 Variance: 39.6015 R-squared: -0.0081 Avg rank correlation (Kendall's tau): 0.0108 (Expected: 0) 5-quintile accuracy: 0.2182 (Expected: 0.2) Long/short/flat accuracy: 0.4650 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 172.200000 --- 21:47:39 Running experiment 24 of 120 21:47:39 n_hidden_layers = 1, hidden_layer_size = 4, reg_penalty = 100.000000 21:47:40 Generate splits [137, 274, 411, 548, 684] .... Mean return: -0.810% Monthly Sharpe ratio: -0.133 OOS MSE across all predictions: 39.5526 In-sample MSE: 37.1900 Variance: 39.6015 R-squared: 0.0012 Avg rank correlation (Kendall's tau): -0.0042 (Expected: 0) 5-quintile accuracy: 0.2036 (Expected: 0.2) Long/short/flat accuracy: 0.4508 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 39.200000 --- 22:15:18 Running experiment 25 of 120 22:15:18 n_hidden_layers = 1, hidden_layer_size = 8, reg_penalty = 0.000000 22:15:19 Generate splits [137, 274, 411, 548, 684] .... Mean return: 2.195% Monthly Sharpe ratio: 0.426 OOS MSE across all predictions: 64.6023 In-sample MSE: 26.3758 Variance: 39.6015 R-squared: -0.6313 Avg rank correlation (Kendall's tau): 0.0170 (Expected: 0) 5-quintile accuracy: 0.2147 (Expected: 0.2) Long/short/flat accuracy: 0.4610 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 177.200000 --- 22:42:56 Running experiment 26 of 120 22:42:56 n_hidden_layers = 1, hidden_layer_size = 8, reg_penalty = 0.100000 22:42:56 Generate splits [137, 274, 411, 548, 684] .... Mean return: 0.506% Monthly Sharpe ratio: 0.121 OOS MSE across all predictions: 69.6726 In-sample MSE: 26.6695 Variance: 39.6015 R-squared: -0.7593 Avg rank correlation (Kendall's tau): 0.0106 (Expected: 0) 5-quintile accuracy: 0.2105 (Expected: 0.2) Long/short/flat accuracy: 0.4553 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 104.200000 --- 23:10:37 Running experiment 27 of 120 23:10:37 n_hidden_layers = 1, hidden_layer_size = 8, reg_penalty = 0.300000 23:10:38 Generate splits [137, 274, 411, 548, 684] .... Mean return: 1.008% Monthly Sharpe ratio: 0.209 OOS MSE across all predictions: 69.1514 In-sample MSE: 25.8943 Variance: 39.6015 R-squared: -0.7462 Avg rank correlation (Kendall's tau): 0.0142 (Expected: 0) 5-quintile accuracy: 0.2152 (Expected: 0.2) Long/short/flat accuracy: 0.4554 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 114.200000 --- 23:38:27 Running experiment 28 of 120 23:38:27 n_hidden_layers = 1, hidden_layer_size = 8, reg_penalty = 1.000000 23:38:28 Generate splits [137, 274, 411, 548, 684] .... Mean return: 0.095% Monthly Sharpe ratio: 0.044 OOS MSE across all predictions: 61.9641 In-sample MSE: 25.7888 Variance: 39.6015 R-squared: -0.5647 Avg rank correlation (Kendall's tau): 0.0035 (Expected: 0) 5-quintile accuracy: 0.2065 (Expected: 0.2) Long/short/flat accuracy: 0.4459 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 28.200000 --- 00:06:15 Running experiment 29 of 120 00:06:15 n_hidden_layers = 1, hidden_layer_size = 8, reg_penalty = 3.000000 00:06:15 Generate splits [137, 274, 411, 548, 684] .... Mean return: 2.387% Monthly Sharpe ratio: 0.472 OOS MSE across all predictions: 53.8485 In-sample MSE: 25.5512 Variance: 39.6015 R-squared: -0.3598 Avg rank correlation (Kendall's tau): 0.0204 (Expected: 0) 5-quintile accuracy: 0.2175 (Expected: 0.2) Long/short/flat accuracy: 0.4595 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 155.200000 --- 00:34:01 Running experiment 30 of 120 00:34:01 n_hidden_layers = 1, hidden_layer_size = 8, reg_penalty = 10.000000 00:34:02 Generate splits [137, 274, 411, 548, 684] .... Mean return: 0.667% Monthly Sharpe ratio: 0.147 OOS MSE across all predictions: 47.7207 In-sample MSE: 28.9440 Variance: 39.6015 R-squared: -0.2050 Avg rank correlation (Kendall's tau): 0.0119 (Expected: 0) 5-quintile accuracy: 0.2095 (Expected: 0.2) Long/short/flat accuracy: 0.4481 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 68.200000 --- 01:01:51 Running experiment 31 of 120 01:01:51 n_hidden_layers = 1, hidden_layer_size = 8, reg_penalty = 30.000000 01:01:52 Generate splits [137, 274, 411, 548, 684] .... Mean return: 1.337% Monthly Sharpe ratio: 0.270 OOS MSE across all predictions: 40.5141 In-sample MSE: 33.6577 Variance: 39.6015 R-squared: -0.0230 Avg rank correlation (Kendall's tau): 0.0151 (Expected: 0) 5-quintile accuracy: 0.2107 (Expected: 0.2) Long/short/flat accuracy: 0.4486 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 87.200000 --- 01:29:49 Running experiment 32 of 120 01:29:49 n_hidden_layers = 1, hidden_layer_size = 8, reg_penalty = 100.000000 01:29:50 Generate splits [137, 274, 411, 548, 684] .... Mean return: 1.365% Monthly Sharpe ratio: 0.267 OOS MSE across all predictions: 39.5515 In-sample MSE: 36.1051 Variance: 39.6015 R-squared: 0.0013 Avg rank correlation (Kendall's tau): 0.0087 (Expected: 0) 5-quintile accuracy: 0.2146 (Expected: 0.2) Long/short/flat accuracy: 0.4599 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 142.200000 --- 01:57:51 Running experiment 33 of 120 01:57:51 n_hidden_layers = 1, hidden_layer_size = 16, reg_penalty = 0.000000 01:57:52 Generate splits [137, 274, 411, 548, 684] .... Mean return: 0.807% Monthly Sharpe ratio: 0.176 OOS MSE across all predictions: 78.2253 In-sample MSE: 18.3772 Variance: 39.6015 R-squared: -0.9753 Avg rank correlation (Kendall's tau): 0.0117 (Expected: 0) 5-quintile accuracy: 0.2090 (Expected: 0.2) Long/short/flat accuracy: 0.4567 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 104.200000 --- 02:25:51 Running experiment 34 of 120 02:25:51 n_hidden_layers = 1, hidden_layer_size = 16, reg_penalty = 0.100000 02:25:52 Generate splits [137, 274, 411, 548, 684] .... Mean return: 0.378% Monthly Sharpe ratio: 0.098 OOS MSE across all predictions: 82.9262 In-sample MSE: 18.8991 Variance: 39.6015 R-squared: -1.0940 Avg rank correlation (Kendall's tau): 0.0024 (Expected: 0) 5-quintile accuracy: 0.2076 (Expected: 0.2) Long/short/flat accuracy: 0.4517 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 71.200000 --- 02:54:01 Running experiment 35 of 120 02:54:01 n_hidden_layers = 1, hidden_layer_size = 16, reg_penalty = 0.300000 02:54:01 Generate splits [137, 274, 411, 548, 684] .... Mean return: 0.469% Monthly Sharpe ratio: 0.110 OOS MSE across all predictions: 86.5734 In-sample MSE: 18.4364 Variance: 39.6015 R-squared: -1.1861 Avg rank correlation (Kendall's tau): 0.0019 (Expected: 0) 5-quintile accuracy: 0.2104 (Expected: 0.2) Long/short/flat accuracy: 0.4558 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 89.200000 --- 03:22:11 Running experiment 36 of 120 03:22:11 n_hidden_layers = 1, hidden_layer_size = 16, reg_penalty = 1.000000 03:22:12 Generate splits [137, 274, 411, 548, 684] .... Mean return: -0.277% Monthly Sharpe ratio: -0.015 OOS MSE across all predictions: 78.1141 In-sample MSE: 19.5399 Variance: 39.6015 R-squared: -0.9725 Avg rank correlation (Kendall's tau): 0.0041 (Expected: 0) 5-quintile accuracy: 0.2126 (Expected: 0.2) Long/short/flat accuracy: 0.4585 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 105.200000 --- 03:50:27 Running experiment 37 of 120 03:50:27 n_hidden_layers = 1, hidden_layer_size = 16, reg_penalty = 3.000000 03:50:28 Generate splits [137, 274, 411, 548, 684] .... Mean return: 1.083% Monthly Sharpe ratio: 0.220 OOS MSE across all predictions: 66.0148 In-sample MSE: 20.7982 Variance: 39.6015 R-squared: -0.6670 Avg rank correlation (Kendall's tau): 0.0159 (Expected: 0) 5-quintile accuracy: 0.2054 (Expected: 0.2) Long/short/flat accuracy: 0.4522 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 106.200000 --- 04:18:44 Running experiment 38 of 120 04:18:44 n_hidden_layers = 1, hidden_layer_size = 16, reg_penalty = 10.000000 04:18:45 Generate splits [137, 274, 411, 548, 684] .... Mean return: 1.631% Monthly Sharpe ratio: 0.370 OOS MSE across all predictions: 47.8788 In-sample MSE: 25.8279 Variance: 39.6015 R-squared: -0.2090 Avg rank correlation (Kendall's tau): 0.0176 (Expected: 0) 5-quintile accuracy: 0.2133 (Expected: 0.2) Long/short/flat accuracy: 0.4536 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 117.200000 --- 04:47:08 Running experiment 39 of 120 04:47:08 n_hidden_layers = 1, hidden_layer_size = 16, reg_penalty = 30.000000 04:47:08 Generate splits [137, 274, 411, 548, 684] .... Mean return: 2.272% Monthly Sharpe ratio: 0.411 OOS MSE across all predictions: 40.9335 In-sample MSE: 32.9742 Variance: 39.6015 R-squared: -0.0336 Avg rank correlation (Kendall's tau): 0.0229 (Expected: 0) 5-quintile accuracy: 0.2127 (Expected: 0.2) Long/short/flat accuracy: 0.4541 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 126.200000 --- 05:15:31 Running experiment 40 of 120 05:15:31 n_hidden_layers = 1, hidden_layer_size = 16, reg_penalty = 100.000000 05:15:32 Generate splits [137, 274, 411, 548, 684] .... Mean return: 1.058% Monthly Sharpe ratio: 0.220 OOS MSE across all predictions: 39.7618 In-sample MSE: 36.1346 Variance: 39.6015 R-squared: -0.0040 Avg rank correlation (Kendall's tau): 0.0106 (Expected: 0) 5-quintile accuracy: 0.2172 (Expected: 0.2) Long/short/flat accuracy: 0.4675 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 165.200000 --- 05:44:01 Running experiment 41 of 120 05:44:01 n_hidden_layers = 2, hidden_layer_size = 1, reg_penalty = 0.000000 05:44:02 Generate splits [137, 274, 411, 548, 684] .... Mean return: -0.612% Monthly Sharpe ratio: -0.093 OOS MSE across all predictions: 39.5632 In-sample MSE: 37.1900 Variance: 39.6015 R-squared: 0.0010 Avg rank correlation (Kendall's tau): -0.0016 (Expected: 0) 5-quintile accuracy: 0.2080 (Expected: 0.2) Long/short/flat accuracy: 0.4562 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 83.200000 --- 06:12:27 Running experiment 42 of 120 06:12:27 n_hidden_layers = 2, hidden_layer_size = 1, reg_penalty = 0.100000 06:12:28 Generate splits [137, 274, 411, 548, 684] .... Mean return: 0.066% Monthly Sharpe ratio: 0.041 OOS MSE across all predictions: 46.2492 In-sample MSE: 34.8735 Variance: 39.6015 R-squared: -0.1679 Avg rank correlation (Kendall's tau): 0.0021 (Expected: 0) 5-quintile accuracy: 0.2091 (Expected: 0.2) Long/short/flat accuracy: 0.4569 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 80.200000 --- 06:41:02 Running experiment 43 of 120 06:41:02 n_hidden_layers = 2, hidden_layer_size = 1, reg_penalty = 0.300000 06:41:03 Generate splits [137, 274, 411, 548, 684] .... Mean return: -0.612% Monthly Sharpe ratio: -0.093 OOS MSE across all predictions: 39.5631 In-sample MSE: 37.1900 Variance: 39.6015 R-squared: 0.0010 Avg rank correlation (Kendall's tau): -0.0016 (Expected: 0) 5-quintile accuracy: 0.2080 (Expected: 0.2) Long/short/flat accuracy: 0.4562 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 83.200000 --- 07:09:45 Running experiment 44 of 120 07:09:45 n_hidden_layers = 2, hidden_layer_size = 1, reg_penalty = 1.000000 07:09:45 Generate splits [137, 274, 411, 548, 684] .... Mean return: -0.672% Monthly Sharpe ratio: -0.103 OOS MSE across all predictions: 39.5772 In-sample MSE: 37.1900 Variance: 39.6015 R-squared: 0.0006 Avg rank correlation (Kendall's tau): -0.0012 (Expected: 0) 5-quintile accuracy: 0.2063 (Expected: 0.2) Long/short/flat accuracy: 0.4533 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 68.200000 --- 07:38:30 Running experiment 45 of 120 07:38:30 n_hidden_layers = 2, hidden_layer_size = 1, reg_penalty = 3.000000 07:38:31 Generate splits [137, 274, 411, 548, 684] .... Mean return: -0.612% Monthly Sharpe ratio: -0.093 OOS MSE across all predictions: 39.5632 In-sample MSE: 37.1900 Variance: 39.6015 R-squared: 0.0010 Avg rank correlation (Kendall's tau): -0.0015 (Expected: 0) 5-quintile accuracy: 0.2080 (Expected: 0.2) Long/short/flat accuracy: 0.4562 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 83.200000 --- 08:07:12 Running experiment 46 of 120 08:07:12 n_hidden_layers = 2, hidden_layer_size = 1, reg_penalty = 10.000000 08:07:12 Generate splits [137, 274, 411, 548, 684] .... Mean return: 0.132% Monthly Sharpe ratio: 0.051 OOS MSE across all predictions: 42.3141 In-sample MSE: 35.0756 Variance: 39.6015 R-squared: -0.0685 Avg rank correlation (Kendall's tau): 0.0048 (Expected: 0) 5-quintile accuracy: 0.2087 (Expected: 0.2) Long/short/flat accuracy: 0.4502 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 70.200000 --- 08:36:06 Running experiment 47 of 120 08:36:06 n_hidden_layers = 2, hidden_layer_size = 1, reg_penalty = 30.000000 08:36:06 Generate splits [137, 274, 411, 548, 684] .... Mean return: -0.583% Monthly Sharpe ratio: -0.087 OOS MSE across all predictions: 39.5602 In-sample MSE: 37.1900 Variance: 39.6015 R-squared: 0.0010 Avg rank correlation (Kendall's tau): -0.0010 (Expected: 0) 5-quintile accuracy: 0.2093 (Expected: 0.2) Long/short/flat accuracy: 0.4574 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 92.200000 --- 09:04:57 Running experiment 48 of 120 09:04:57 n_hidden_layers = 2, hidden_layer_size = 1, reg_penalty = 100.000000 09:04:58 Generate splits [137, 274, 411, 548, 684] .... Mean return: -0.612% Monthly Sharpe ratio: -0.093 OOS MSE across all predictions: 39.5631 In-sample MSE: 37.1900 Variance: 39.6015 R-squared: 0.0010 Avg rank correlation (Kendall's tau): -0.0015 (Expected: 0) 5-quintile accuracy: 0.2080 (Expected: 0.2) Long/short/flat accuracy: 0.4562 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 83.200000 --- 09:33:54 Running experiment 49 of 120 09:33:54 n_hidden_layers = 2, hidden_layer_size = 2, reg_penalty = 0.000000 09:33:55 Generate splits [137, 274, 411, 548, 684] .... Mean return: -0.612% Monthly Sharpe ratio: -0.093 OOS MSE across all predictions: 39.5631 In-sample MSE: 37.1900 Variance: 39.6015 R-squared: 0.0010 Avg rank correlation (Kendall's tau): -0.0016 (Expected: 0) 5-quintile accuracy: 0.2080 (Expected: 0.2) Long/short/flat accuracy: 0.4562 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 83.200000 --- 10:03:01 Running experiment 50 of 120 10:03:01 n_hidden_layers = 2, hidden_layer_size = 2, reg_penalty = 0.100000 10:03:01 Generate splits [137, 274, 411, 548, 684] .... Mean return: -0.255% Monthly Sharpe ratio: -0.018 OOS MSE across all predictions: 57.9597 In-sample MSE: 35.2668 Variance: 39.6015 R-squared: -0.4636 Avg rank correlation (Kendall's tau): -0.0019 (Expected: 0) 5-quintile accuracy: 0.2110 (Expected: 0.2) Long/short/flat accuracy: 0.4534 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 61.200000 --- 10:32:10 Running experiment 51 of 120 10:32:10 n_hidden_layers = 2, hidden_layer_size = 2, reg_penalty = 0.300000 10:32:11 Generate splits [137, 274, 411, 548, 684] .... Mean return: 1.356% Monthly Sharpe ratio: 0.317 OOS MSE across all predictions: 48.1521 In-sample MSE: 33.6565 Variance: 39.6015 R-squared: -0.2159 Avg rank correlation (Kendall's tau): 0.0138 (Expected: 0) 5-quintile accuracy: 0.2069 (Expected: 0.2) Long/short/flat accuracy: 0.4456 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 80.200000 --- 11:01:20 Running experiment 52 of 120 11:01:20 n_hidden_layers = 2, hidden_layer_size = 2, reg_penalty = 1.000000 11:01:20 Generate splits [137, 274, 411, 548, 684] .... Mean return: 0.501% Monthly Sharpe ratio: 0.136 OOS MSE across all predictions: 46.7244 In-sample MSE: 32.6253 Variance: 39.6015 R-squared: -0.1799 Avg rank correlation (Kendall's tau): 0.0115 (Expected: 0) 5-quintile accuracy: 0.2074 (Expected: 0.2) Long/short/flat accuracy: 0.4416 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 46.200000 --- 11:30:33 Running experiment 53 of 120 11:30:33 n_hidden_layers = 2, hidden_layer_size = 2, reg_penalty = 3.000000 11:30:34 Generate splits [137, 274, 411, 548, 684] .... Mean return: -0.351% Monthly Sharpe ratio: -0.059 OOS MSE across all predictions: 46.4609 In-sample MSE: 33.9355 Variance: 39.6015 R-squared: -0.1732 Avg rank correlation (Kendall's tau): 0.0039 (Expected: 0) 5-quintile accuracy: 0.2076 (Expected: 0.2) Long/short/flat accuracy: 0.4477 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 48.200000 --- 11:59:53 Running experiment 54 of 120 11:59:53 n_hidden_layers = 2, hidden_layer_size = 2, reg_penalty = 10.000000 11:59:54 Generate splits [137, 274, 411, 548, 684] .... Mean return: -0.738% Monthly Sharpe ratio: -0.117 OOS MSE across all predictions: 39.5629 In-sample MSE: 37.1900 Variance: 39.6015 R-squared: 0.0010 Avg rank correlation (Kendall's tau): -0.0018 (Expected: 0) 5-quintile accuracy: 0.2062 (Expected: 0.2) Long/short/flat accuracy: 0.4536 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 60.200000 --- 12:29:19 Running experiment 55 of 120 12:29:19 n_hidden_layers = 2, hidden_layer_size = 2, reg_penalty = 30.000000 12:29:20 Generate splits [137, 274, 411, 548, 684] .... Mean return: -0.696% Monthly Sharpe ratio: -0.108 OOS MSE across all predictions: 39.5705 In-sample MSE: 37.1900 Variance: 39.6015 R-squared: 0.0008 Avg rank correlation (Kendall's tau): -0.0024 (Expected: 0) 5-quintile accuracy: 0.2039 (Expected: 0.2) Long/short/flat accuracy: 0.4534 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 62.200000 --- 12:58:45 Running experiment 56 of 120 12:58:45 n_hidden_layers = 2, hidden_layer_size = 2, reg_penalty = 100.000000 12:58:46 Generate splits [137, 274, 411, 548, 684] .... Mean return: -0.594% Monthly Sharpe ratio: -0.089 OOS MSE across all predictions: 39.5800 In-sample MSE: 37.1900 Variance: 39.6015 R-squared: 0.0005 Avg rank correlation (Kendall's tau): -0.0013 (Expected: 0) 5-quintile accuracy: 0.2078 (Expected: 0.2) Long/short/flat accuracy: 0.4559 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 85.200000 --- 13:28:21 Running experiment 57 of 120 13:28:21 n_hidden_layers = 2, hidden_layer_size = 4, reg_penalty = 0.000000 13:28:22 Generate splits [137, 274, 411, 548, 684] .... Mean return: 0.708% Monthly Sharpe ratio: 0.156 OOS MSE across all predictions: 64.5064 In-sample MSE: 32.5434 Variance: 39.6015 R-squared: -0.6289 Avg rank correlation (Kendall's tau): 0.0159 (Expected: 0) 5-quintile accuracy: 0.2058 (Expected: 0.2) Long/short/flat accuracy: 0.4486 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 74.200000 --- 13:57:52 Running experiment 58 of 120 13:57:52 n_hidden_layers = 2, hidden_layer_size = 4, reg_penalty = 0.100000 13:57:53 Generate splits [137, 274, 411, 548, 684] .... Mean return: -0.049% Monthly Sharpe ratio: 0.012 OOS MSE across all predictions: 57.1464 In-sample MSE: 30.6589 Variance: 39.6015 R-squared: -0.4430 Avg rank correlation (Kendall's tau): -0.0011 (Expected: 0) 5-quintile accuracy: 0.2052 (Expected: 0.2) Long/short/flat accuracy: 0.4522 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 69.200000 --- 14:27:38 Running experiment 59 of 120 14:27:38 n_hidden_layers = 2, hidden_layer_size = 4, reg_penalty = 0.300000 14:27:39 Generate splits [137, 274, 411, 548, 684] .... Mean return: 0.896% Monthly Sharpe ratio: 0.200 OOS MSE across all predictions: 58.2950 In-sample MSE: 29.7586 Variance: 39.6015 R-squared: -0.4720 Avg rank correlation (Kendall's tau): 0.0094 (Expected: 0) 5-quintile accuracy: 0.2060 (Expected: 0.2) Long/short/flat accuracy: 0.4486 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 82.200000 --- 14:57:29 Running experiment 60 of 120 14:57:29 n_hidden_layers = 2, hidden_layer_size = 4, reg_penalty = 1.000000 14:57:30 Generate splits [137, 274, 411, 548, 684] .... Mean return: -0.175% Monthly Sharpe ratio: -0.008 OOS MSE across all predictions: 63.6343 In-sample MSE: 29.0837 Variance: 39.6015 R-squared: -0.6069 Avg rank correlation (Kendall's tau): -0.0038 (Expected: 0) 5-quintile accuracy: 0.2073 (Expected: 0.2) Long/short/flat accuracy: 0.4496 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 50.200000 --- 15:27:17 Running experiment 61 of 120 15:27:17 n_hidden_layers = 2, hidden_layer_size = 4, reg_penalty = 3.000000 15:27:17 Generate splits [137, 274, 411, 548, 684] .... Mean return: 0.621% Monthly Sharpe ratio: 0.150 OOS MSE across all predictions: 58.0873 In-sample MSE: 30.4223 Variance: 39.6015 R-squared: -0.4668 Avg rank correlation (Kendall's tau): 0.0057 (Expected: 0) 5-quintile accuracy: 0.2133 (Expected: 0.2) Long/short/flat accuracy: 0.4577 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 106.200000 --- 15:57:11 Running experiment 62 of 120 15:57:11 n_hidden_layers = 2, hidden_layer_size = 4, reg_penalty = 10.000000 15:57:11 Generate splits [137, 274, 411, 548, 684] .... Mean return: 1.541% Monthly Sharpe ratio: 0.322 OOS MSE across all predictions: 42.3729 In-sample MSE: 33.8916 Variance: 39.6015 R-squared: -0.0700 Avg rank correlation (Kendall's tau): 0.0179 (Expected: 0) 5-quintile accuracy: 0.2141 (Expected: 0.2) Long/short/flat accuracy: 0.4605 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 146.200000 --- 16:26:31 Running experiment 63 of 120 16:26:31 n_hidden_layers = 2, hidden_layer_size = 4, reg_penalty = 30.000000 16:26:32 Generate splits [137, 274, 411, 548, 684] .... Mean return: -0.537% Monthly Sharpe ratio: -0.075 OOS MSE across all predictions: 39.5606 In-sample MSE: 37.1900 Variance: 39.6015 R-squared: 0.0010 Avg rank correlation (Kendall's tau): -0.0019 (Expected: 0) 5-quintile accuracy: 0.2056 (Expected: 0.2) Long/short/flat accuracy: 0.4528 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 64.200000 --- 16:54:31 Running experiment 64 of 120 16:54:31 n_hidden_layers = 2, hidden_layer_size = 4, reg_penalty = 100.000000 16:54:32 Generate splits [137, 274, 411, 548, 684] .... Mean return: -0.612% Monthly Sharpe ratio: -0.093 OOS MSE across all predictions: 39.5824 In-sample MSE: 37.1900 Variance: 39.6015 R-squared: 0.0005 Avg rank correlation (Kendall's tau): -0.0016 (Expected: 0) 5-quintile accuracy: 0.2072 (Expected: 0.2) Long/short/flat accuracy: 0.4562 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 83.200000 --- 17:22:34 Running experiment 65 of 120 17:22:34 n_hidden_layers = 2, hidden_layer_size = 8, reg_penalty = 0.000000 17:22:35 Generate splits [137, 274, 411, 548, 684] .... Mean return: 1.628% Monthly Sharpe ratio: 0.322 OOS MSE across all predictions: 91.0018 In-sample MSE: 25.2916 Variance: 39.6015 R-squared: -1.2979 Avg rank correlation (Kendall's tau): 0.0147 (Expected: 0) 5-quintile accuracy: 0.2119 (Expected: 0.2) Long/short/flat accuracy: 0.4578 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 123.200000 --- 17:50:41 Running experiment 66 of 120 17:50:41 n_hidden_layers = 2, hidden_layer_size = 8, reg_penalty = 0.100000 17:50:41 Generate splits [137, 274, 411, 548, 684] .... Mean return: 0.926% Monthly Sharpe ratio: 0.192 OOS MSE across all predictions: 96.5784 In-sample MSE: 23.1526 Variance: 39.6015 R-squared: -1.4388 Avg rank correlation (Kendall's tau): 0.0138 (Expected: 0) 5-quintile accuracy: 0.2135 (Expected: 0.2) Long/short/flat accuracy: 0.4520 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 89.200000 --- 18:18:57 Running experiment 67 of 120 18:18:57 n_hidden_layers = 2, hidden_layer_size = 8, reg_penalty = 0.300000 18:18:58 Generate splits [137, 274, 411, 548, 684] .... Mean return: 0.873% Monthly Sharpe ratio: 0.178 OOS MSE across all predictions: 120.4063 In-sample MSE: 23.8889 Variance: 39.6015 R-squared: -2.0404 Avg rank correlation (Kendall's tau): 0.0106 (Expected: 0) 5-quintile accuracy: 0.2132 (Expected: 0.2) Long/short/flat accuracy: 0.4541 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 104.200000 --- 18:47:16 Running experiment 68 of 120 18:47:16 n_hidden_layers = 2, hidden_layer_size = 8, reg_penalty = 1.000000 18:47:17 Generate splits [137, 274, 411, 548, 684] .... Mean return: 0.737% Monthly Sharpe ratio: 0.159 OOS MSE across all predictions: 73.0497 In-sample MSE: 22.8011 Variance: 39.6015 R-squared: -0.8446 Avg rank correlation (Kendall's tau): 0.0157 (Expected: 0) 5-quintile accuracy: 0.2054 (Expected: 0.2) Long/short/flat accuracy: 0.4495 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 83.200000 --- 19:15:38 Running experiment 69 of 120 19:15:38 n_hidden_layers = 2, hidden_layer_size = 8, reg_penalty = 3.000000 19:15:38 Generate splits [137, 274, 411, 548, 684] .... Mean return: 1.640% Monthly Sharpe ratio: 0.315 OOS MSE across all predictions: 58.5379 In-sample MSE: 27.1001 Variance: 39.6015 R-squared: -0.4782 Avg rank correlation (Kendall's tau): 0.0130 (Expected: 0) 5-quintile accuracy: 0.2105 (Expected: 0.2) Long/short/flat accuracy: 0.4609 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 159.200000 --- 19:44:00 Running experiment 70 of 120 19:44:00 n_hidden_layers = 2, hidden_layer_size = 8, reg_penalty = 10.000000 19:44:01 Generate splits [137, 274, 411, 548, 684] .... Mean return: 1.829% Monthly Sharpe ratio: 0.353 OOS MSE across all predictions: 41.5291 In-sample MSE: 35.0710 Variance: 39.6015 R-squared: -0.0487 Avg rank correlation (Kendall's tau): 0.0145 (Expected: 0) 5-quintile accuracy: 0.2125 (Expected: 0.2) Long/short/flat accuracy: 0.4525 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 120.200000 --- 20:12:30 Running experiment 71 of 120 20:12:30 n_hidden_layers = 2, hidden_layer_size = 8, reg_penalty = 30.000000 20:12:30 Generate splits [137, 274, 411, 548, 684] .... Mean return: -0.681% Monthly Sharpe ratio: -0.108 OOS MSE across all predictions: 39.5812 In-sample MSE: 37.1900 Variance: 39.6015 R-squared: 0.0005 Avg rank correlation (Kendall's tau): -0.0018 (Expected: 0) 5-quintile accuracy: 0.2057 (Expected: 0.2) Long/short/flat accuracy: 0.4535 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 62.200000 --- 20:41:02 Running experiment 72 of 120 20:41:02 n_hidden_layers = 2, hidden_layer_size = 8, reg_penalty = 100.000000 20:41:03 Generate splits [137, 274, 411, 548, 684] .... Mean return: -0.612% Monthly Sharpe ratio: -0.093 OOS MSE across all predictions: 39.5824 In-sample MSE: 37.1900 Variance: 39.6015 R-squared: 0.0005 Avg rank correlation (Kendall's tau): -0.0020 (Expected: 0) 5-quintile accuracy: 0.2072 (Expected: 0.2) Long/short/flat accuracy: 0.4562 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 83.200000 --- 21:09:43 Running experiment 73 of 120 21:09:43 n_hidden_layers = 2, hidden_layer_size = 16, reg_penalty = 0.000000 21:09:44 Generate splits [137, 274, 411, 548, 684] .... Mean return: 0.880% Monthly Sharpe ratio: 0.170 OOS MSE across all predictions: 98.9675 In-sample MSE: 15.2531 Variance: 39.6015 R-squared: -1.4991 Avg rank correlation (Kendall's tau): 0.0159 (Expected: 0) 5-quintile accuracy: 0.2197 (Expected: 0.2) Long/short/flat accuracy: 0.4673 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 198.200000 --- 21:38:23 Running experiment 74 of 120 21:38:23 n_hidden_layers = 2, hidden_layer_size = 16, reg_penalty = 0.100000 21:38:24 Generate splits [137, 274, 411, 548, 684] .... Mean return: 1.584% Monthly Sharpe ratio: 0.306 OOS MSE across all predictions: 120.8494 In-sample MSE: 14.3431 Variance: 39.6015 R-squared: -2.0516 Avg rank correlation (Kendall's tau): 0.0199 (Expected: 0) 5-quintile accuracy: 0.2171 (Expected: 0.2) Long/short/flat accuracy: 0.4597 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 160.200000 --- 22:07:08 Running experiment 75 of 120 22:07:08 n_hidden_layers = 2, hidden_layer_size = 16, reg_penalty = 0.300000 22:07:09 Generate splits [137, 274, 411, 548, 684] .... Mean return: 4.104% Monthly Sharpe ratio: 0.779 OOS MSE across all predictions: 116.0580 In-sample MSE: 14.4565 Variance: 39.6015 R-squared: -1.9306 Avg rank correlation (Kendall's tau): 0.0389 (Expected: 0) 5-quintile accuracy: 0.2218 (Expected: 0.2) Long/short/flat accuracy: 0.4694 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 274.200000 --- 22:35:56 Running experiment 76 of 120 22:35:56 n_hidden_layers = 2, hidden_layer_size = 16, reg_penalty = 1.000000 22:35:57 Generate splits [137, 274, 411, 548, 684] .... Mean return: 2.894% Monthly Sharpe ratio: 0.491 OOS MSE across all predictions: 84.1263 In-sample MSE: 14.8973 Variance: 39.6015 R-squared: -1.1243 Avg rank correlation (Kendall's tau): 0.0275 (Expected: 0) 5-quintile accuracy: 0.2193 (Expected: 0.2) Long/short/flat accuracy: 0.4650 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 212.200000 --- 23:04:47 Running experiment 77 of 120 23:04:47 n_hidden_layers = 2, hidden_layer_size = 16, reg_penalty = 3.000000 23:04:48 Generate splits [137, 274, 411, 548, 684] .... Mean return: 1.950% Monthly Sharpe ratio: 0.374 OOS MSE across all predictions: 85.7760 In-sample MSE: 18.7125 Variance: 39.6015 R-squared: -1.1660 Avg rank correlation (Kendall's tau): 0.0188 (Expected: 0) 5-quintile accuracy: 0.2110 (Expected: 0.2) Long/short/flat accuracy: 0.4562 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 154.200000 --- 23:33:47 Running experiment 78 of 120 23:33:47 n_hidden_layers = 2, hidden_layer_size = 16, reg_penalty = 10.000000 23:33:47 Generate splits [137, 274, 411, 548, 684] .... Mean return: 0.774% Monthly Sharpe ratio: 0.174 OOS MSE across all predictions: 46.0785 In-sample MSE: 33.5362 Variance: 39.6015 R-squared: -0.1636 Avg rank correlation (Kendall's tau): 0.0121 (Expected: 0) 5-quintile accuracy: 0.2062 (Expected: 0.2) Long/short/flat accuracy: 0.4511 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 88.200000 --- 00:02:50 Running experiment 79 of 120 00:02:50 n_hidden_layers = 2, hidden_layer_size = 16, reg_penalty = 30.000000 00:02:51 Generate splits [137, 274, 411, 548, 684] .... Mean return: -0.612% Monthly Sharpe ratio: -0.093 OOS MSE across all predictions: 39.5827 In-sample MSE: 37.1900 Variance: 39.6015 R-squared: 0.0005 Avg rank correlation (Kendall's tau): -0.0017 (Expected: 0) 5-quintile accuracy: 0.2072 (Expected: 0.2) Long/short/flat accuracy: 0.4562 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 83.200000 --- 00:31:56 Running experiment 80 of 120 00:31:56 n_hidden_layers = 2, hidden_layer_size = 16, reg_penalty = 100.000000 00:31:56 Generate splits [137, 274, 411, 548, 684] .... Mean return: -0.625% Monthly Sharpe ratio: -0.097 OOS MSE across all predictions: 39.5824 In-sample MSE: 37.1900 Variance: 39.6015 R-squared: 0.0005 Avg rank correlation (Kendall's tau): -0.0012 (Expected: 0) 5-quintile accuracy: 0.2071 (Expected: 0.2) Long/short/flat accuracy: 0.4539 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 72.200000 --- 01:01:13 Running experiment 81 of 120 01:01:13 n_hidden_layers = 3, hidden_layer_size = 1, reg_penalty = 0.000000 01:01:16 Generate splits [137, 274, 411, 548, 684] .... Mean return: -0.612% Monthly Sharpe ratio: -0.093 OOS MSE across all predictions: 39.5632 In-sample MSE: 37.1900 Variance: 39.6015 R-squared: 0.0010 Avg rank correlation (Kendall's tau): -0.0015 (Expected: 0) 5-quintile accuracy: 0.2080 (Expected: 0.2) Long/short/flat accuracy: 0.4562 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 83.200000 --- 01:30:40 Running experiment 82 of 120 01:30:40 n_hidden_layers = 3, hidden_layer_size = 1, reg_penalty = 0.100000 01:30:41 Generate splits [137, 274, 411, 548, 684] .... Mean return: 1.460% Monthly Sharpe ratio: 0.298 OOS MSE across all predictions: 40.7360 In-sample MSE: 35.8423 Variance: 39.6015 R-squared: -0.0286 Avg rank correlation (Kendall's tau): 0.0134 (Expected: 0) 5-quintile accuracy: 0.2121 (Expected: 0.2) Long/short/flat accuracy: 0.4548 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 111.200000 --- 02:00:05 Running experiment 83 of 120 02:00:05 n_hidden_layers = 3, hidden_layer_size = 1, reg_penalty = 0.300000 02:00:05 Generate splits [137, 274, 411, 548, 684] .... Mean return: -0.612% Monthly Sharpe ratio: -0.093 OOS MSE across all predictions: 39.5632 In-sample MSE: 37.1900 Variance: 39.6015 R-squared: 0.0010 Avg rank correlation (Kendall's tau): -0.0015 (Expected: 0) 5-quintile accuracy: 0.2080 (Expected: 0.2) Long/short/flat accuracy: 0.4562 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 83.200000 --- 02:29:41 Running experiment 84 of 120 02:29:41 n_hidden_layers = 3, hidden_layer_size = 1, reg_penalty = 1.000000 02:29:42 Generate splits [137, 274, 411, 548, 684] .... Mean return: 1.343% Monthly Sharpe ratio: 0.291 OOS MSE across all predictions: 43.6301 In-sample MSE: 34.9163 Variance: 39.6015 R-squared: -0.1017 Avg rank correlation (Kendall's tau): 0.0115 (Expected: 0) 5-quintile accuracy: 0.2125 (Expected: 0.2) Long/short/flat accuracy: 0.4544 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 128.200000 --- 02:59:16 Running experiment 85 of 120 02:59:16 n_hidden_layers = 3, hidden_layer_size = 1, reg_penalty = 3.000000 02:59:17 Generate splits [137, 274, 411, 548, 684] .... Mean return: -0.612% Monthly Sharpe ratio: -0.093 OOS MSE across all predictions: 39.5633 In-sample MSE: 37.1900 Variance: 39.6015 R-squared: 0.0010 Avg rank correlation (Kendall's tau): -0.0015 (Expected: 0) 5-quintile accuracy: 0.2080 (Expected: 0.2) Long/short/flat accuracy: 0.4562 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 83.200000 --- 03:29:03 Running experiment 86 of 120 03:29:03 n_hidden_layers = 3, hidden_layer_size = 1, reg_penalty = 10.000000 03:29:04 Generate splits [137, 274, 411, 548, 684] .... Mean return: -0.572% Monthly Sharpe ratio: -0.086 OOS MSE across all predictions: 39.5670 In-sample MSE: 37.1900 Variance: 39.6015 R-squared: 0.0009 Avg rank correlation (Kendall's tau): -0.0024 (Expected: 0) 5-quintile accuracy: 0.2028 (Expected: 0.2) Long/short/flat accuracy: 0.4494 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 42.200000 --- 03:58:43 Running experiment 87 of 120 03:58:43 n_hidden_layers = 3, hidden_layer_size = 1, reg_penalty = 30.000000 03:58:44 Generate splits [137, 274, 411, 548, 684] .... Mean return: -0.612% Monthly Sharpe ratio: -0.093 OOS MSE across all predictions: 39.5631 In-sample MSE: 37.1900 Variance: 39.6015 R-squared: 0.0010 Avg rank correlation (Kendall's tau): -0.0016 (Expected: 0) 5-quintile accuracy: 0.2080 (Expected: 0.2) Long/short/flat accuracy: 0.4562 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 83.200000 --- 04:28:39 Running experiment 88 of 120 04:28:39 n_hidden_layers = 3, hidden_layer_size = 1, reg_penalty = 100.000000 04:28:40 Generate splits [137, 274, 411, 548, 684] .... Mean return: -0.612% Monthly Sharpe ratio: -0.093 OOS MSE across all predictions: 39.5631 In-sample MSE: 37.1900 Variance: 39.6015 R-squared: 0.0010 Avg rank correlation (Kendall's tau): -0.0015 (Expected: 0) 5-quintile accuracy: 0.2080 (Expected: 0.2) Long/short/flat accuracy: 0.4562 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 83.200000 --- 04:58:34 Running experiment 89 of 120 04:58:34 n_hidden_layers = 3, hidden_layer_size = 2, reg_penalty = 0.000000 04:58:35 Generate splits [137, 274, 411, 548, 684] .... Mean return: 0.184% Monthly Sharpe ratio: 0.061 OOS MSE across all predictions: 46.1103 In-sample MSE: 34.2087 Variance: 39.6015 R-squared: -0.1644 Avg rank correlation (Kendall's tau): -0.0006 (Expected: 0) 5-quintile accuracy: 0.2060 (Expected: 0.2) Long/short/flat accuracy: 0.4493 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 80.200000 --- 05:28:31 Running experiment 90 of 120 05:28:31 n_hidden_layers = 3, hidden_layer_size = 2, reg_penalty = 0.100000 05:28:32 Generate splits [137, 274, 411, 548, 684] .... Mean return: -0.201% Monthly Sharpe ratio: -0.010 OOS MSE across all predictions: 47.8508 In-sample MSE: 33.7532 Variance: 39.6015 R-squared: -0.2083 Avg rank correlation (Kendall's tau): 0.0022 (Expected: 0) 5-quintile accuracy: 0.2149 (Expected: 0.2) Long/short/flat accuracy: 0.4637 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 135.200000 --- 05:58:40 Running experiment 91 of 120 05:58:40 n_hidden_layers = 3, hidden_layer_size = 2, reg_penalty = 0.300000 05:58:41 Generate splits [137, 274, 411, 548, 684] .... Mean return: -1.744% Monthly Sharpe ratio: -0.285 OOS MSE across all predictions: 50.8788 In-sample MSE: 34.4849 Variance: 39.6015 R-squared: -0.2848 Avg rank correlation (Kendall's tau): -0.0083 (Expected: 0) 5-quintile accuracy: 0.2021 (Expected: 0.2) Long/short/flat accuracy: 0.4495 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 17.200000 --- 06:28:53 Running experiment 92 of 120 06:28:53 n_hidden_layers = 3, hidden_layer_size = 2, reg_penalty = 1.000000 06:28:54 Generate splits [137, 274, 411, 548, 684] .... Mean return: -0.129% Monthly Sharpe ratio: 0.008 OOS MSE across all predictions: 58.5954 In-sample MSE: 34.0358 Variance: 39.6015 R-squared: -0.4796 Avg rank correlation (Kendall's tau): 0.0008 (Expected: 0) 5-quintile accuracy: 0.2118 (Expected: 0.2) Long/short/flat accuracy: 0.4632 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 142.200000 --- 06:59:09 Running experiment 93 of 120 06:59:09 n_hidden_layers = 3, hidden_layer_size = 2, reg_penalty = 3.000000 06:59:09 Generate splits [137, 274, 411, 548, 684] .... Mean return: 0.686% Monthly Sharpe ratio: 0.156 OOS MSE across all predictions: 51.4072 In-sample MSE: 32.8212 Variance: 39.6015 R-squared: -0.2981 Avg rank correlation (Kendall's tau): 0.0004 (Expected: 0) 5-quintile accuracy: 0.1994 (Expected: 0.2) Long/short/flat accuracy: 0.4405 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 7.200000 --- 07:29:34 Running experiment 94 of 120 07:29:34 n_hidden_layers = 3, hidden_layer_size = 2, reg_penalty = 10.000000 07:29:34 Generate splits [137, 274, 411, 548, 684] .... Mean return: -0.612% Monthly Sharpe ratio: -0.093 OOS MSE across all predictions: 39.5631 In-sample MSE: 37.1900 Variance: 39.6015 R-squared: 0.0010 Avg rank correlation (Kendall's tau): -0.0015 (Expected: 0) 5-quintile accuracy: 0.2080 (Expected: 0.2) Long/short/flat accuracy: 0.4562 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 83.200000 --- 07:59:59 Running experiment 95 of 120 07:59:59 n_hidden_layers = 3, hidden_layer_size = 2, reg_penalty = 30.000000 08:00:00 Generate splits [137, 274, 411, 548, 684] .... Mean return: -0.482% Monthly Sharpe ratio: -0.068 OOS MSE across all predictions: 39.5648 In-sample MSE: 37.1900 Variance: 39.6015 R-squared: 0.0009 Avg rank correlation (Kendall's tau): -0.0017 (Expected: 0) 5-quintile accuracy: 0.2054 (Expected: 0.2) Long/short/flat accuracy: 0.4532 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 68.200000 --- 08:30:30 Running experiment 96 of 120 08:30:30 n_hidden_layers = 3, hidden_layer_size = 2, reg_penalty = 100.000000 08:30:31 Generate splits [137, 274, 411, 548, 684] .... Mean return: -0.456% Monthly Sharpe ratio: -0.061 OOS MSE across all predictions: 39.5590 In-sample MSE: 37.1900 Variance: 39.6015 R-squared: 0.0011 Avg rank correlation (Kendall's tau): -0.0007 (Expected: 0) 5-quintile accuracy: 0.2081 (Expected: 0.2) Long/short/flat accuracy: 0.4545 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 84.200000 --- 09:01:09 Running experiment 97 of 120 09:01:09 n_hidden_layers = 3, hidden_layer_size = 4, reg_penalty = 0.000000 09:01:10 Generate splits [137, 274, 411, 548, 684] .... Mean return: 0.526% Monthly Sharpe ratio: 0.125 OOS MSE across all predictions: 61.2912 In-sample MSE: 30.4150 Variance: 39.6015 R-squared: -0.5477 Avg rank correlation (Kendall's tau): 0.0107 (Expected: 0) 5-quintile accuracy: 0.2102 (Expected: 0.2) Long/short/flat accuracy: 0.4491 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 69.200000 --- 09:31:45 Running experiment 98 of 120 09:31:45 n_hidden_layers = 3, hidden_layer_size = 4, reg_penalty = 0.100000 09:31:46 Generate splits [137, 274, 411, 548, 684] .... Mean return: 0.220% Monthly Sharpe ratio: 0.067 OOS MSE across all predictions: 56.2677 In-sample MSE: 30.7718 Variance: 39.6015 R-squared: -0.4208 Avg rank correlation (Kendall's tau): 0.0053 (Expected: 0) 5-quintile accuracy: 0.2088 (Expected: 0.2) Long/short/flat accuracy: 0.4559 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 91.200000 --- 10:02:38 Running experiment 99 of 120 10:02:38 n_hidden_layers = 3, hidden_layer_size = 4, reg_penalty = 0.300000 10:02:38 Generate splits [137, 274, 411, 548, 684] .... Mean return: 1.020% Monthly Sharpe ratio: 0.204 OOS MSE across all predictions: 73.3754 In-sample MSE: 31.1740 Variance: 39.6015 R-squared: -0.8528 Avg rank correlation (Kendall's tau): 0.0136 (Expected: 0) 5-quintile accuracy: 0.2121 (Expected: 0.2) Long/short/flat accuracy: 0.4589 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 139.200000 --- 10:33:32 Running experiment 100 of 120 10:33:32 n_hidden_layers = 3, hidden_layer_size = 4, reg_penalty = 1.000000 10:33:32 Generate splits [137, 274, 411, 548, 684] .... Mean return: -0.244% Monthly Sharpe ratio: -0.028 OOS MSE across all predictions: 61.0519 In-sample MSE: 29.3830 Variance: 39.6015 R-squared: -0.5417 Avg rank correlation (Kendall's tau): 0.0074 (Expected: 0) 5-quintile accuracy: 0.2065 (Expected: 0.2) Long/short/flat accuracy: 0.4462 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 53.200000 --- 11:04:32 Running experiment 101 of 120 11:04:32 n_hidden_layers = 3, hidden_layer_size = 4, reg_penalty = 3.000000 11:04:33 Generate splits [137, 274, 411, 548, 684] .... Mean return: -0.215% Monthly Sharpe ratio: -0.018 OOS MSE across all predictions: 45.3734 In-sample MSE: 33.8012 Variance: 39.6015 R-squared: -0.1457 Avg rank correlation (Kendall's tau): -0.0008 (Expected: 0) 5-quintile accuracy: 0.2060 (Expected: 0.2) Long/short/flat accuracy: 0.4521 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 75.200000 --- 11:35:38 Running experiment 102 of 120 11:35:38 n_hidden_layers = 3, hidden_layer_size = 4, reg_penalty = 10.000000 11:35:39 Generate splits [137, 274, 411, 548, 684] .... Mean return: 0.392% Monthly Sharpe ratio: 0.099 OOS MSE across all predictions: 41.7135 In-sample MSE: 35.3972 Variance: 39.6015 R-squared: -0.0533 Avg rank correlation (Kendall's tau): 0.0037 (Expected: 0) 5-quintile accuracy: 0.2087 (Expected: 0.2) Long/short/flat accuracy: 0.4555 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 100.200000 --- 12:06:53 Running experiment 103 of 120 12:06:53 n_hidden_layers = 3, hidden_layer_size = 4, reg_penalty = 30.000000 12:06:54 Generate splits [137, 274, 411, 548, 684] .... Mean return: -0.612% Monthly Sharpe ratio: -0.093 OOS MSE across all predictions: 39.5812 In-sample MSE: 37.1900 Variance: 39.6015 R-squared: 0.0005 Avg rank correlation (Kendall's tau): -0.0014 (Expected: 0) 5-quintile accuracy: 0.2080 (Expected: 0.2) Long/short/flat accuracy: 0.4562 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 83.200000 --- 12:38:11 Running experiment 104 of 120 12:38:11 n_hidden_layers = 3, hidden_layer_size = 4, reg_penalty = 100.000000 12:38:12 Generate splits [137, 274, 411, 548, 684] .... Mean return: -0.547% Monthly Sharpe ratio: -0.079 OOS MSE across all predictions: 39.5531 In-sample MSE: 37.1900 Variance: 39.6015 R-squared: 0.0012 Avg rank correlation (Kendall's tau): -0.0015 (Expected: 0) 5-quintile accuracy: 0.2056 (Expected: 0.2) Long/short/flat accuracy: 0.4537 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 71.200000 --- 13:09:33 Running experiment 105 of 120 13:09:33 n_hidden_layers = 3, hidden_layer_size = 8, reg_penalty = 0.000000 13:09:33 Generate splits [137, 274, 411, 548, 684] .... Mean return: 1.374% Monthly Sharpe ratio: 0.272 OOS MSE across all predictions: 118.9269 In-sample MSE: 24.8772 Variance: 39.6015 R-squared: -2.0031 Avg rank correlation (Kendall's tau): 0.0074 (Expected: 0) 5-quintile accuracy: 0.2085 (Expected: 0.2) Long/short/flat accuracy: 0.4514 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 82.200000 --- 13:40:49 Running experiment 106 of 120 13:40:49 n_hidden_layers = 3, hidden_layer_size = 8, reg_penalty = 0.100000 13:40:50 Generate splits [137, 274, 411, 548, 684] .... Mean return: -0.134% Monthly Sharpe ratio: 0.007 OOS MSE across all predictions: 89.5932 In-sample MSE: 21.8235 Variance: 39.6015 R-squared: -1.2624 Avg rank correlation (Kendall's tau): 0.0054 (Expected: 0) 5-quintile accuracy: 0.2106 (Expected: 0.2) Long/short/flat accuracy: 0.4500 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 53.200000 --- 14:12:18 Running experiment 107 of 120 14:12:18 n_hidden_layers = 3, hidden_layer_size = 8, reg_penalty = 0.300000 14:12:19 Generate splits [137, 274, 411, 548, 684] .... Mean return: 1.496% Monthly Sharpe ratio: 0.285 OOS MSE across all predictions: 81.2129 In-sample MSE: 21.6109 Variance: 39.6015 R-squared: -1.0508 Avg rank correlation (Kendall's tau): 0.0112 (Expected: 0) 5-quintile accuracy: 0.2136 (Expected: 0.2) Long/short/flat accuracy: 0.4564 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 126.200000 --- 14:43:56 Running experiment 108 of 120 14:43:56 n_hidden_layers = 3, hidden_layer_size = 8, reg_penalty = 1.000000 14:43:57 Generate splits [137, 274, 411, 548, 684] .... Mean return: 1.677% Monthly Sharpe ratio: 0.327 OOS MSE across all predictions: 94.0284 In-sample MSE: 24.5124 Variance: 39.6015 R-squared: -1.3744 Avg rank correlation (Kendall's tau): 0.0205 (Expected: 0) 5-quintile accuracy: 0.2108 (Expected: 0.2) Long/short/flat accuracy: 0.4563 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 161.200000 --- 15:15:37 Running experiment 109 of 120 15:15:37 n_hidden_layers = 3, hidden_layer_size = 8, reg_penalty = 3.000000 15:15:38 Generate splits [137, 274, 411, 548, 684] .... Mean return: 2.020% Monthly Sharpe ratio: 0.395 OOS MSE across all predictions: 78.1049 In-sample MSE: 21.8027 Variance: 39.6015 R-squared: -0.9723 Avg rank correlation (Kendall's tau): 0.0194 (Expected: 0) 5-quintile accuracy: 0.2102 (Expected: 0.2) Long/short/flat accuracy: 0.4532 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 124.200000 --- 15:47:21 Running experiment 110 of 120 15:47:21 n_hidden_layers = 3, hidden_layer_size = 8, reg_penalty = 10.000000 15:47:21 Generate splits [137, 274, 411, 548, 684] .... Mean return: -0.683% Monthly Sharpe ratio: -0.105 OOS MSE across all predictions: 39.5819 In-sample MSE: 37.1900 Variance: 39.6015 R-squared: 0.0005 Avg rank correlation (Kendall's tau): -0.0013 (Expected: 0) 5-quintile accuracy: 0.2066 (Expected: 0.2) Long/short/flat accuracy: 0.4541 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 70.200000 --- 16:19:06 Running experiment 111 of 120 16:19:06 n_hidden_layers = 3, hidden_layer_size = 8, reg_penalty = 30.000000 16:19:06 Generate splits [137, 274, 411, 548, 684] .... Mean return: -0.612% Monthly Sharpe ratio: -0.093 OOS MSE across all predictions: 39.5827 In-sample MSE: 37.1900 Variance: 39.6015 R-squared: 0.0005 Avg rank correlation (Kendall's tau): -0.0015 (Expected: 0) 5-quintile accuracy: 0.2080 (Expected: 0.2) Long/short/flat accuracy: 0.4562 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 83.200000 --- 16:50:53 Running experiment 112 of 120 16:50:53 n_hidden_layers = 3, hidden_layer_size = 8, reg_penalty = 100.000000 16:50:54 Generate splits [137, 274, 411, 548, 684] .... Mean return: -0.531% Monthly Sharpe ratio: -0.078 OOS MSE across all predictions: 39.5677 In-sample MSE: 37.1900 Variance: 39.6015 R-squared: 0.0009 Avg rank correlation (Kendall's tau): -0.0004 (Expected: 0) 5-quintile accuracy: 0.2040 (Expected: 0.2) Long/short/flat accuracy: 0.4481 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 38.200000 --- 17:22:48 Running experiment 113 of 120 17:22:48 n_hidden_layers = 3, hidden_layer_size = 16, reg_penalty = 0.000000 17:22:49 Generate splits [137, 274, 411, 548, 684] .... Mean return: 2.009% Monthly Sharpe ratio: 0.354 OOS MSE across all predictions: 136.3904 In-sample MSE: 12.9197 Variance: 39.6015 R-squared: -2.4441 Avg rank correlation (Kendall's tau): 0.0241 (Expected: 0) 5-quintile accuracy: 0.2165 (Expected: 0.2) Long/short/flat accuracy: 0.4634 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 192.200000 --- 17:54:40 Running experiment 114 of 120 17:54:40 n_hidden_layers = 3, hidden_layer_size = 16, reg_penalty = 0.100000 17:54:41 Generate splits [137, 274, 411, 548, 684] .... Mean return: -0.805% Monthly Sharpe ratio: -0.093 OOS MSE across all predictions: 117.6981 In-sample MSE: 13.3360 Variance: 39.6015 R-squared: -1.9721 Avg rank correlation (Kendall's tau): -0.0047 (Expected: 0) 5-quintile accuracy: 0.2112 (Expected: 0.2) Long/short/flat accuracy: 0.4570 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 63.200000 --- 18:26:48 Running experiment 115 of 120 18:26:48 n_hidden_layers = 3, hidden_layer_size = 16, reg_penalty = 0.300000 18:26:48 Generate splits [137, 274, 411, 548, 684] .... Mean return: 2.067% Monthly Sharpe ratio: 0.373 OOS MSE across all predictions: 101.1749 In-sample MSE: 13.0872 Variance: 39.6015 R-squared: -1.5548 Avg rank correlation (Kendall's tau): 0.0183 (Expected: 0) 5-quintile accuracy: 0.2133 (Expected: 0.2) Long/short/flat accuracy: 0.4597 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 147.200000 --- 18:58:54 Running experiment 116 of 120 18:58:54 n_hidden_layers = 3, hidden_layer_size = 16, reg_penalty = 1.000000 18:58:55 Generate splits [137, 274, 411, 548, 684] .... Mean return: 0.769% Monthly Sharpe ratio: 0.161 OOS MSE across all predictions: 94.5639 In-sample MSE: 15.7622 Variance: 39.6015 R-squared: -1.3879 Avg rank correlation (Kendall's tau): 0.0159 (Expected: 0) 5-quintile accuracy: 0.2131 (Expected: 0.2) Long/short/flat accuracy: 0.4610 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 152.200000 --- 19:31:12 Running experiment 117 of 120 19:31:12 n_hidden_layers = 3, hidden_layer_size = 16, reg_penalty = 3.000000 19:31:13 Generate splits [137, 274, 411, 548, 684] .... Mean return: 0.072% Monthly Sharpe ratio: 0.042 OOS MSE across all predictions: 91.5616 In-sample MSE: 17.4792 Variance: 39.6015 R-squared: -1.3121 Avg rank correlation (Kendall's tau): 0.0109 (Expected: 0) 5-quintile accuracy: 0.2092 (Expected: 0.2) Long/short/flat accuracy: 0.4536 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 93.200000 --- 20:03:38 Running experiment 118 of 120 20:03:38 n_hidden_layers = 3, hidden_layer_size = 16, reg_penalty = 10.000000 20:03:39 Generate splits [137, 274, 411, 548, 684] .... Mean return: -0.612% Monthly Sharpe ratio: -0.093 OOS MSE across all predictions: 39.5832 In-sample MSE: 37.1900 Variance: 39.6015 R-squared: 0.0005 Avg rank correlation (Kendall's tau): -0.0015 (Expected: 0) 5-quintile accuracy: 0.2080 (Expected: 0.2) Long/short/flat accuracy: 0.4562 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 83.200000 --- 20:36:07 Running experiment 119 of 120 20:36:07 n_hidden_layers = 3, hidden_layer_size = 16, reg_penalty = 30.000000 20:36:12 Generate splits [137, 274, 411, 548, 684] .... Mean return: -0.612% Monthly Sharpe ratio: -0.093 OOS MSE across all predictions: 39.5835 In-sample MSE: 37.1900 Variance: 39.6015 R-squared: 0.0005 Avg rank correlation (Kendall's tau): -0.0015 (Expected: 0) 5-quintile accuracy: 0.2080 (Expected: 0.2) Long/short/flat accuracy: 0.4562 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 83.200000 --- 21:08:42 Running experiment 120 of 120 21:08:42 n_hidden_layers = 3, hidden_layer_size = 16, reg_penalty = 100.000000 21:08:42 Generate splits [137, 274, 411, 548, 684] .... Mean return: -0.612% Monthly Sharpe ratio: -0.093 OOS MSE across all predictions: 39.5826 In-sample MSE: 37.1900 Variance: 39.6015 R-squared: 0.0005 Avg rank correlation (Kendall's tau): -0.0014 (Expected: 0) 5-quintile accuracy: 0.2080 (Expected: 0.2) Long/short/flat accuracy: 0.4562 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 83.200000 ---
# review metrics - not very good
flatlist = []
for key, mse, sharpe, quantile_score, directional_score, kt, excess_tp in zip(keys, mses, sharpes,
quantile_scores, directional_accuracies, kendalltaus, excess_true_positives):
flatlist.append([key[0], key[1], key[2], mse, sharpe, quantile_score, directional_score, kt, excess_tp])
metricsframe = pd.DataFrame(flatlist, columns = ['layers', 'layer_size', 'reg_penalty',
'mse', 'sharpe', 'quantile_score',
'direction_score', 'kendalltau', 'truepositive_score'])
metricsframe.to_csv("KerasNeuralNetMetrics.csv")
#metricsframe.sort_values(['kendalltau'], ascending=False)[['alpha','l1_ratio']].values[:12]
metricsframe = pd.read_csv("KerasNeuralNetMetrics.csv")[['layers','layer_size','reg_penalty','mse','sharpe','quantile_score','direction_score','kendalltau','truepositive_score']]
metricsframe
with open('nn_by_mse.html', 'w') as fo:
metricsframe.sort_values(['mse'], ascending=True).iloc[:8,:].to_html(fo, float_format=lambda x: '%.3f' % x)
with open('nn_by_sharpe.html', 'w') as fo:
metricsframe.sort_values(['sharpe'], ascending=False).iloc[:8,:].to_html(fo, float_format=lambda x: '%.3f' % x)
plot_matrix(metricsframe, "layers", "layer_size", x_suffix=" layers", y_suffix=" units")
plot_matrix(metricsframe, "layers", "reg_penalty", x_suffix=" layers", y_suffix=" p")
plot_matrix(metricsframe, "reg_penalty", "layer_size", x_suffix=" p", y_suffix="units")
pd.DataFrame(metricsframe.groupby(['layers'])[['sharpe', 'mse', 'quantile_score', 'direction_score', 'kendalltau', 'truepositive_score']].mean())
sharpe | mse | quantile_score | direction_score | kendalltau | truepositive_score | |
---|---|---|---|---|---|---|
layers | ||||||
1 | 0.149004 | 50.536714 | 0.209601 | 0.453807 | 0.008529 | 95.175 |
2 | 0.089641 | 57.449992 | 0.209453 | 0.454794 | 0.006695 | 97.825 |
3 | 0.039743 | 58.855566 | 0.208726 | 0.454654 | 0.004073 | 90.850 |
pd.DataFrame(metricsframe.groupby(['layer_size'])[['sharpe', 'mse', 'quantile_score', 'direction_score', 'kendalltau', 'truepositive_score']].mean())
sharpe | mse | quantile_score | direction_score | kendalltau | truepositive_score | |
---|---|---|---|---|---|---|
layer_size | ||||||
1 | -0.007049 | 40.660441 | 0.207541 | 0.453842 | 0.001949 | 78.741667 |
2 | 0.003870 | 45.073425 | 0.207495 | 0.452173 | 0.002222 | 72.658333 |
4 | 0.111680 | 50.691690 | 0.208907 | 0.454070 | 0.006410 | 93.991667 |
8 | 0.178409 | 66.162106 | 0.210486 | 0.453999 | 0.010021 | 101.658333 |
16 | 0.177069 | 75.482792 | 0.211870 | 0.458008 | 0.011559 | 126.033333 |
pd.DataFrame(metricsframe.groupby(['reg_penalty'])[['sharpe', 'mse', 'quantile_score', 'direction_score', 'kendalltau', 'truepositive_score']].mean())
sharpe | mse | quantile_score | direction_score | kendalltau | truepositive_score | |
---|---|---|---|---|---|---|
reg_penalty | ||||||
0.0 | 0.144151 | 68.020031 | 0.209145 | 0.453817 | 0.009231 | 97.800000 |
0.1 | 0.112186 | 68.431459 | 0.210644 | 0.454475 | 0.006368 | 90.933333 |
0.3 | 0.188457 | 68.071316 | 0.210030 | 0.454325 | 0.009901 | 104.600000 |
1.0 | 0.101943 | 62.376513 | 0.209986 | 0.454000 | 0.008264 | 101.466667 |
3.0 | 0.155157 | 56.582288 | 0.209425 | 0.454934 | 0.009153 | 104.933333 |
10.0 | 0.095024 | 42.098525 | 0.209185 | 0.454105 | 0.006500 | 92.666667 |
30.0 | -0.010346 | 39.753256 | 0.208024 | 0.454666 | 0.001985 | 83.533333 |
100.0 | -0.044208 | 39.579337 | 0.207642 | 0.455027 | 0.000058 | 81.000000 |
myscatter(mses, sharpes, title="Sharpe vs. MSE")
myscatter(quantile_scores, sharpes, title="Sharpe vs. Quantile Accuracy")
myscatter(directional_accuracies, sharpes, title="Sharpe vs. Directional Accuracy")
myscatter(kendalltaus, sharpes, title="Sharpe vs. Kendall's Tau")
myscatter(excess_true_positives, sharpes, title="Sharpe vs. True Positives")
# run selected model
experiment_model = BacktestModel(X, Y,
create_keras_model(1,16,3.0),
coef_dict_param="all",
startindex=FIRST_TRAIN_MONTHS,
fit_missing='mean',
scaler=None)
experiment_model.gen_predictions(verbose=False)
#experiment_model.walkforward_xval(n_splits=5)
#experiment_model.model.save("%s_%d%d_%.6f" % (MODELPREFIX, n_hidden_layers,layer_size,reg_penalty))
experiment_model.gen_returns(calc_returns, verbose=False)
experiment_model.report_returns(start_date=start_date_str, freq='M')
experiment_model.evaluate_predictions()
experiment_model.evaluate_quantiles(chart=False, verbose=False)
experiment_model.model.save("%s_%d%d_%.6f" % (MODELPREFIX, 1, 16, 3)
................................................................................ 00:35:39 Still training step 80 of 563 ................................................................................ 06:04:32 Still training step 160 of 563 ................................................................................ 14:06:36 Still training step 240 of 563 ................................................................................ 23:04:42 Still training step 320 of 563 ................................................................................ 09:38:17 Still training step 400 of 563 ................................................................................ 21:58:02 Still training step 480 of 563 ................................................................................ 11:13:50 Still training step 560 of 563 ... Mean return: 1.057% Monthly Sharpe ratio: 0.204 MSE across all predictions: 186.7087 Variance: 39.4097 R-squared: -3.7376 Avg rank correlation (Kendall's tau): 0.0115 (Expected: 0) 5-quintile accuracy: 0.2172 (Expected: 0.2) Long/short/flat accuracy: 0.4642 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 174.800000
# backtest 2, 16, 0.3 with walk-forward MSE of 116.058 and walk-forward Sharpe of 0.779
# full backtest Sharpe is 0.157
def create_keras_model(n_hidden_layers, layer_size, reg_penalty, verbose=False):
return KerasBacktestModel(n_hidden_layers = n_hidden_layers,
hidden_layer_size = layer_size,
reg_penalty = reg_penalty,
verbose=verbose)
# run selected model
experiment_model = BacktestModel(X, Y,
create_keras_model(2,16,0.3),
coef_dict_param="all",
startindex=FIRST_TRAIN_MONTHS,
fit_missing='mean',
scaler=None)
experiment_model.gen_predictions(verbose=False)
#experiment_model.walkforward_xval(n_splits=5)
#experiment_model.model.save("%s_%d%d_%.6f" % (MODELPREFIX, n_hidden_layers,layer_size,reg_penalty))
experiment_model.gen_returns(calc_returns, verbose=False)
experiment_model.report_returns(start_date=start_date_str, freq='M')
experiment_model.evaluate_predictions()
experiment_model.evaluate_quantiles(chart=False, verbose=False)
experiment_model.model.save("%s_%d%d_%.6f" % (MODELPREFIX, 2, 16, 0.3)
#Mean return: 0.835%
#Monthly Sharpe ratio: 0.157
#OOS MSE across all predictions: 125.1283
#In-sample MSE: 14.3808
#Variance: 39.4097
#R-squared: -2.1751
#Avg rank correlation (Kendall's tau): 0.0159 (Expected: 0)
#5-quintile accuracy: 0.2184 (Expected: 0.2)
#Long/short/flat accuracy: 0.4707 (Expected: 0.44)
#Excess true positive in quintiles 1 + 5: 207.800000
# backtest 1, 16, 30 with walk-forward MSE of 40.933 and walk-forward Sharpe of 0.411
def create_keras_model(n_hidden_layers, layer_size, reg_penalty, verbose=False):
return KerasBacktestModel(n_hidden_layers = n_hidden_layers,
hidden_layer_size = layer_size,
reg_penalty = reg_penalty,
verbose=verbose)
# run selected model
experiment_model = BacktestModel(X, Y,
create_keras_model(1,16,30),
coef_dict_param="all",
startindex=FIRST_TRAIN_MONTHS,
fit_missing='mean',
scaler=None)
experiment_model.gen_predictions(verbose=False)
#experiment_model.walkforward_xval(n_splits=5)
#experiment_model.model.save("%s_%d%d_%.6f" % (MODELPREFIX, n_hidden_layers,layer_size,reg_penalty))
experiment_model.gen_returns(calc_returns, verbose=False)
experiment_model.report_returns(start_date=start_date_str, freq='M')
experiment_model.evaluate_predictions()
experiment_model.evaluate_quantiles(chart=False, verbose=False)
experiment_model.model.save("%s_%d%d_%.6f" % (MODELPREFIX, 1, 16, 30)
................................................................................ 04:28:22 Still training step 80 of 563 ................................................................................ 09:09:40 Still training step 160 of 563 ................................................................................ 16:07:30 Still training step 240 of 563 ................................................................................ 23:44:37 Still training step 320 of 563 ................................................................................ 08:50:01 Still training step 400 of 563 ................................................................................ 18:13:45 Still training step 480 of 563 ................................................................................ 04:19:35 Still training step 560 of 563 ... Mean return: -0.118% Monthly Sharpe ratio: 0.011 OOS MSE across all predictions: 58.8665 In-sample MSE: 29.4068 Variance: 39.4097 R-squared: -0.4937 Avg rank correlation (Kendall's tau): 0.0106 (Expected: 0) 5-quintile accuracy: 0.2145 (Expected: 0.2) Long/short/flat accuracy: 0.4613 (Expected: 0.44) Excess true positive in quintiles 1 + 5: 137.800000
.....................................
12:32