import numpy as np
import pandas as pd
import tensorflow as tf
import matplotlib
from matplotlib import pyplot as plt
from keras.models import Sequential
from keras.layers import Dense, Dropout
from sklearn.model_selection import train_test_split
def drowac(h) :
plt.figure(figsize=(9,6))
plt.grid(True)
plt.plot(h.history['acc'])
plt.plot(h.history['val_acc'])
plt.title('accuracy')
plt.ylabel('accuracy')
plt.xlabel('epoch')
plt.legend(['train', 'test'], loc='upper left')
plt.show()
def drowls(h) :
plt.figure(figsize=(9,6))
plt.grid(True)
plt.plot(h.history['loss'])
plt.plot(h.history['val_loss'])
plt.title('loss')
plt.ylabel('loss')
plt.xlabel('epoch')
plt.legend(['train', 'test'], loc='upper left')
plt.show()
def neural_net (model):
model.add(Dense(25, input_dim=13, activation='relu'))
model.add(Dense(15, activation='relu'))
model.add(Dropout(.2))
model.add(Dense(8, activation='relu'))
model.add(Dense(1, activation='sigmoid'))
model.compile(loss="binary_crossentropy", optimizer="adam", metrics=['accuracy'])
hist = model.fit(x_train, y_train, epochs=500, validation_data=(x_test,y_test))
return hist
data = pd.read_csv('https://archive.ics.uci.edu/ml/machine-learning-databases/wine/wine.data', sep = ',', names = ['Class','Alcohol', 'Malic acid','Ash','Alcalinity of ash','Magnesium','Total phenols','Flavanoids','Nonflavanoid phenols','Proanthocyanins','Color intensity','Hue','OD280/OD315 of diluted wines','Proline'])
X_col = [col for col in data.columns if col != 'Class']
X = data[X_col]
Y = data['Class']
x_train, x_test, y_train, y_test = train_test_split(X, Y, test_size = 0.1, random_state = 10)
model = Sequential()
hist = neural_net (model)
Train on 160 samples, validate on 18 samples Epoch 1/500 160/160 [==============================] - 0s 3ms/step - loss: -3.6097 - acc: 0.1938 - val_loss: -10.6586 - val_acc: 0.3333 Epoch 2/500 160/160 [==============================] - 0s 38us/step - loss: -11.2532 - acc: 0.3000 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 3/500 160/160 [==============================] - 0s 31us/step - loss: -13.1812 - acc: 0.2750 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 4/500 160/160 [==============================] - 0s 38us/step - loss: -13.3629 - acc: 0.3250 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 5/500 160/160 [==============================] - 0s 38us/step - loss: -13.2910 - acc: 0.3125 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 6/500 160/160 [==============================] - 0s 38us/step - loss: -14.4224 - acc: 0.3188 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 7/500 160/160 [==============================] - 0s 44us/step - loss: -15.2757 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 8/500 160/160 [==============================] - 0s 38us/step - loss: -14.0510 - acc: 0.3250 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 9/500 160/160 [==============================] - 0s 50us/step - loss: -15.2660 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 10/500 160/160 [==============================] - 0s 44us/step - loss: -14.5742 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 11/500 160/160 [==============================] - 0s 44us/step - loss: -15.1695 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 12/500 160/160 [==============================] - 0s 38us/step - loss: -15.3308 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 13/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 14/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 15/500 160/160 [==============================] - 0s 44us/step - loss: -15.1968 - acc: 0.3188 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 16/500 160/160 [==============================] - 0s 38us/step - loss: -14.8271 - acc: 0.3250 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 17/500 160/160 [==============================] - 0s 31us/step - loss: -15.2362 - acc: 0.3250 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 18/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 19/500 160/160 [==============================] - 0s 38us/step - loss: -15.2199 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 20/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 21/500 160/160 [==============================] - 0s 44us/step - loss: -15.2608 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 22/500 160/160 [==============================] - 0s 38us/step - loss: -14.9018 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 23/500 160/160 [==============================] - 0s 38us/step - loss: -15.1941 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 24/500 160/160 [==============================] - 0s 38us/step - loss: -15.2706 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 25/500 160/160 [==============================] - 0s 44us/step - loss: -15.1315 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 26/500 160/160 [==============================] - 0s 50us/step - loss: -15.2877 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 27/500 160/160 [==============================] - 0s 38us/step - loss: -15.2801 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 28/500 160/160 [==============================] - 0s 38us/step - loss: -15.3005 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 29/500 160/160 [==============================] - 0s 44us/step - loss: -15.2052 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 30/500 160/160 [==============================] - 0s 38us/step - loss: -15.2696 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 31/500 160/160 [==============================] - 0s 44us/step - loss: -15.3136 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 32/500 160/160 [==============================] - 0s 38us/step - loss: -15.3186 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 33/500 160/160 [==============================] - 0s 44us/step - loss: -14.9745 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 34/500 160/160 [==============================] - 0s 38us/step - loss: -15.2938 - acc: 0.3250 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 35/500 160/160 [==============================] - 0s 44us/step - loss: -15.2420 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 36/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 37/500 160/160 [==============================] - 0s 44us/step - loss: -15.3008 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 38/500 160/160 [==============================] - 0s 38us/step - loss: -15.3129 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 39/500 160/160 [==============================] - 0s 38us/step - loss: -15.3070 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 40/500 160/160 [==============================] - 0s 44us/step - loss: -15.2527 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 41/500 160/160 [==============================] - 0s 38us/step - loss: -15.2482 - acc: 0.3250 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 42/500 160/160 [==============================] - 0s 38us/step - loss: -15.2438 - acc: 0.3250 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 43/500 160/160 [==============================] - 0s 38us/step - loss: -15.3308 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 44/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 45/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 46/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 47/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 48/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 49/500 160/160 [==============================] - 0s 50us/step - loss: -15.1595 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 50/500 160/160 [==============================] - 0s 38us/step - loss: -15.3005 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 51/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 52/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 53/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 54/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 55/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 56/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 57/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 58/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 59/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 60/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 61/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 62/500 160/160 [==============================] - 0s 38us/step - loss: -15.2182 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 63/500 160/160 [==============================] - 0s 31us/step - loss: -15.3290 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 64/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 65/500 160/160 [==============================] - 0s 50us/step - loss: -15.3188 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 66/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 67/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 68/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 69/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 70/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 71/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 72/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 73/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 74/500 160/160 [==============================] - 0s 38us/step - loss: -15.3333 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 75/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 76/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 77/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 78/500 160/160 [==============================] - 0s 38us/step - loss: -15.2557 - acc: 0.3250 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 79/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 80/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 81/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 82/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 83/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 84/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 85/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 86/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 87/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 88/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 89/500 160/160 [==============================] - 0s 38us/step - loss: -15.0660 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 90/500 160/160 [==============================] - 0s 44us/step - loss: -15.3377 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 91/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 92/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 93/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 94/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 95/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 96/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 97/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 98/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 99/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 100/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 101/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 102/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 103/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 104/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 105/500 160/160 [==============================] - 0s 31us/step - loss: -15.3308 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 106/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 107/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 108/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 109/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 110/500 160/160 [==============================] - 0s 38us/step - loss: -15.2442 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 111/500 160/160 [==============================] - 0s 38us/step - loss: -15.2798 - acc: 0.3250 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 112/500 160/160 [==============================] - 0s 38us/step - loss: -15.2290 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 113/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 114/500 160/160 [==============================] - 0s 38us/step - loss: -15.2024 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 115/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 116/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 117/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 118/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 119/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 120/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 121/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 122/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 123/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 124/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 125/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 126/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 127/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 128/500 160/160 [==============================] - 0s 44us/step - loss: -15.2769 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 129/500 160/160 [==============================] - 0s 44us/step - loss: -15.2889 - acc: 0.3250 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 130/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 131/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 132/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 133/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 134/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 135/500 160/160 [==============================] - 0s 44us/step - loss: -15.3377 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 136/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 137/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 138/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 139/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 140/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 141/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 142/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 143/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 144/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 145/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 146/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 147/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 148/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 149/500 160/160 [==============================] - 0s 38us/step - loss: -15.3359 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 150/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 151/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 152/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 153/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 154/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 155/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 156/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 157/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 158/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 159/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 160/500 160/160 [==============================] - 0s 44us/step - loss: -15.2768 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 161/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 162/500 160/160 [==============================] - 0s 38us/step - loss: -15.1844 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 163/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 164/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 165/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 166/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 167/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 168/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 169/500 160/160 [==============================] - 0s 100us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 170/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 171/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 172/500 160/160 [==============================] - 0s 38us/step - loss: -15.3143 - acc: 0.3250 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 173/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 174/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 175/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 176/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 177/500 160/160 [==============================] - 0s 38us/step - loss: -15.3305 - acc: 0.3250 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 178/500 160/160 [==============================] - 0s 38us/step - loss: -15.2540 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 179/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 180/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 181/500 160/160 [==============================] - 0s 38us/step - loss: -15.1789 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 182/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 183/500 160/160 [==============================] - 0s 44us/step - loss: -15.3252 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 184/500 160/160 [==============================] - 0s 38us/step - loss: -15.1838 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 185/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 186/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 187/500 160/160 [==============================] - 0s 38us/step - loss: -15.2552 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 188/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 189/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 190/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 191/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 192/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 193/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 194/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 195/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 196/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 197/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 198/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 199/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 200/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 201/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 202/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 203/500 160/160 [==============================] - 0s 44us/step - loss: -15.2571 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 204/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 205/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 206/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 207/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 208/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 209/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 210/500 160/160 [==============================] - 0s 38us/step - loss: -15.2745 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 211/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 212/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 213/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 214/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 215/500 160/160 [==============================] - 0s 44us/step - loss: -15.2036 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 216/500 160/160 [==============================] - 0s 44us/step - loss: -15.1698 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 217/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 218/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 219/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 220/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 221/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 222/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 223/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 224/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 225/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 226/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 227/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 228/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 229/500 160/160 [==============================] - 0s 38us/step - loss: -15.2972 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 230/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 231/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 232/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 233/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 234/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 235/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 236/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 237/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 238/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 239/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 240/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 241/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 242/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 243/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 244/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 245/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 246/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 247/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 248/500 160/160 [==============================] - 0s 38us/step - loss: -15.2336 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 249/500 160/160 [==============================] - 0s 69us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 250/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 251/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 252/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 253/500 160/160 [==============================] - 0s 38us/step - loss: -15.3006 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 254/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 255/500 160/160 [==============================] - 0s 38us/step - loss: -15.2824 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 256/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 257/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 258/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 259/500 160/160 [==============================] - 0s 44us/step - loss: -15.2726 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 260/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 261/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 262/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 263/500 160/160 [==============================] - 0s 44us/step - loss: -15.2844 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 264/500 160/160 [==============================] - 0s 38us/step - loss: -15.2960 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 265/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 266/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 267/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 268/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 269/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 270/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 271/500 160/160 [==============================] - 0s 44us/step - loss: -15.3077 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 272/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 273/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 274/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 275/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 276/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 277/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 278/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 279/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 280/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 281/500 160/160 [==============================] - 0s 38us/step - loss: -15.3146 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 282/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 283/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 284/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 285/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 286/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 287/500 160/160 [==============================] - 0s 38us/step - loss: -15.3308 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 288/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 289/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 290/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 291/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 292/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 293/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 294/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 295/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 296/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 297/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 298/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 299/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 300/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 301/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 302/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 303/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 304/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 305/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 306/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 307/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 308/500 160/160 [==============================] - 0s 38us/step - loss: -15.3244 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 309/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 310/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 311/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 312/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 313/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 314/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 315/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 316/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 317/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 318/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 319/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 320/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 321/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 322/500 160/160 [==============================] - 0s 38us/step - loss: -15.1443 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 323/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 324/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 325/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 326/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 327/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 328/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 329/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 330/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 331/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 332/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 333/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 334/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 335/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 336/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 337/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 338/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 339/500 160/160 [==============================] - 0s 50us/step - loss: -15.3402 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 340/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 341/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 342/500 160/160 [==============================] - 0s 38us/step - loss: -15.3308 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 343/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 344/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 345/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 346/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 347/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 348/500 160/160 [==============================] - 0s 44us/step - loss: -15.3402 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 349/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 350/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 351/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 352/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 353/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 354/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 355/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 356/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 357/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 358/500 160/160 [==============================] - 0s 44us/step - loss: -15.2429 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 359/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 360/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 361/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 362/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 363/500 160/160 [==============================] - 0s 38us/step - loss: -15.3181 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 364/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 365/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 366/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 367/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 368/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 369/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 370/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 371/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 372/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 373/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 374/500 160/160 [==============================] - 0s 38us/step - loss: -15.2986 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 375/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 376/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 377/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 378/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 379/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 380/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 381/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 382/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 383/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 384/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 385/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 386/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 387/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 388/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 389/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 390/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 391/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 392/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 393/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 394/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 395/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 396/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 397/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 398/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 399/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 400/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 401/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 402/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 403/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 404/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 405/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 406/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 407/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 408/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 409/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 410/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 411/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 412/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 413/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 414/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 415/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 416/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 417/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 418/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 419/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 420/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 421/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 422/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 423/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 424/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 425/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 426/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 427/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 428/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 429/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 430/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 431/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 432/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 433/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 434/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 435/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 436/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 437/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 438/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 439/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 440/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 441/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 442/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 443/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 444/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 445/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 446/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 447/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 448/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 449/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 450/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 451/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 452/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 453/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 454/500 160/160 [==============================] - 0s 81us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 455/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 456/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 457/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 458/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 459/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 460/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 461/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 462/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 463/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 464/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 465/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 466/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 467/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 468/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 469/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 470/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 471/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 472/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 473/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 474/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 475/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 476/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 477/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 478/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 479/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 480/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 481/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 482/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 483/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 484/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 485/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 486/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 487/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 488/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 489/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 490/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 491/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 492/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 493/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 494/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 495/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 496/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 497/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 498/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 499/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 500/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333
drowac(hist)
drowls(hist)
hist_list = []
for part in np.linspace(0.33,1,num=3) :
print('part %s' % part)
element_cnt = int(x_train.shape[0] * part)
x_part_train = x_train[ :element_cnt]
y_part_train = y_train[ :element_cnt]
model = Sequential()
hist = neural_net (model)
hist_list.append(hist.history)
part 0.33 Train on 160 samples, validate on 18 samples Epoch 1/500 160/160 [==============================] - 0s 3ms/step - loss: 21.4363 - acc: 0.0813 - val_loss: 27.6097 - val_acc: 0.0000e+00 Epoch 2/500 160/160 [==============================] - 0s 38us/step - loss: 18.7510 - acc: 0.0563 - val_loss: 19.8380 - val_acc: 0.0000e+00 Epoch 3/500 160/160 [==============================] - 0s 38us/step - loss: 11.6125 - acc: 0.0938 - val_loss: -6.2836 - val_acc: 0.3333 Epoch 4/500 160/160 [==============================] - 0s 31us/step - loss: -0.5331 - acc: 0.2063 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 5/500 160/160 [==============================] - 0s 44us/step - loss: -8.9086 - acc: 0.2750 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 6/500 160/160 [==============================] - 0s 38us/step - loss: -13.0381 - acc: 0.3188 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 7/500 160/160 [==============================] - 0s 38us/step - loss: -13.2040 - acc: 0.3125 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 8/500 160/160 [==============================] - 0s 38us/step - loss: -13.4977 - acc: 0.3125 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 9/500 160/160 [==============================] - 0s 31us/step - loss: -14.5465 - acc: 0.3250 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 10/500 160/160 [==============================] - 0s 44us/step - loss: -14.7172 - acc: 0.3250 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 11/500 160/160 [==============================] - 0s 38us/step - loss: -14.1750 - acc: 0.3188 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 12/500 160/160 [==============================] - 0s 44us/step - loss: -15.1499 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 13/500 160/160 [==============================] - 0s 44us/step - loss: -14.2705 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 14/500 160/160 [==============================] - 0s 38us/step - loss: -14.4722 - acc: 0.3188 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 15/500 160/160 [==============================] - 0s 38us/step - loss: -14.5355 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 16/500 160/160 [==============================] - 0s 38us/step - loss: -14.7037 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 17/500 160/160 [==============================] - 0s 38us/step - loss: -14.4223 - acc: 0.3250 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 18/500 160/160 [==============================] - 0s 38us/step - loss: -14.4782 - acc: 0.3250 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 19/500 160/160 [==============================] - 0s 38us/step - loss: -15.0651 - acc: 0.3250 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 20/500 160/160 [==============================] - 0s 38us/step - loss: -14.7765 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 21/500 160/160 [==============================] - 0s 38us/step - loss: -15.2639 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 22/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 23/500 160/160 [==============================] - 0s 31us/step - loss: -14.9294 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 24/500 160/160 [==============================] - 0s 44us/step - loss: -15.3088 - acc: 0.3250 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 25/500 160/160 [==============================] - 0s 38us/step - loss: -15.1222 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 26/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 27/500 160/160 [==============================] - 0s 38us/step - loss: -14.7823 - acc: 0.3250 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 28/500 160/160 [==============================] - 0s 44us/step - loss: -15.3416 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 29/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 30/500 160/160 [==============================] - 0s 38us/step - loss: -14.8431 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 31/500 160/160 [==============================] - 0s 38us/step - loss: -15.2898 - acc: 0.3250 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 32/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 33/500 160/160 [==============================] - 0s 44us/step - loss: -14.7763 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 34/500 160/160 [==============================] - 0s 38us/step - loss: -15.2260 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 35/500 160/160 [==============================] - 0s 38us/step - loss: -15.2534 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 36/500 160/160 [==============================] - 0s 38us/step - loss: -14.8430 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 37/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 38/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 39/500 160/160 [==============================] - 0s 44us/step - loss: -15.3008 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 40/500 160/160 [==============================] - 0s 44us/step - loss: -15.1660 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 41/500 160/160 [==============================] - 0s 38us/step - loss: -15.2468 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 42/500 160/160 [==============================] - 0s 44us/step - loss: -15.2725 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 43/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 44/500 160/160 [==============================] - 0s 38us/step - loss: -15.3402 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 45/500 160/160 [==============================] - 0s 50us/step - loss: -15.3249 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 46/500 160/160 [==============================] - 0s 31us/step - loss: -15.0673 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 47/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 48/500 160/160 [==============================] - 0s 44us/step - loss: -15.3103 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 49/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 50/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 51/500 160/160 [==============================] - 0s 38us/step - loss: -15.0702 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 52/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 53/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 54/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 55/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 56/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 57/500 160/160 [==============================] - 0s 38us/step - loss: -15.1860 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 58/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 59/500 160/160 [==============================] - 0s 38us/step - loss: -15.2657 - acc: 0.3250 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 60/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 61/500 160/160 [==============================] - 0s 38us/step - loss: -15.2901 - acc: 0.3250 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 62/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 63/500 160/160 [==============================] - 0s 38us/step - loss: -15.3308 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 64/500 160/160 [==============================] - 0s 38us/step - loss: -15.3308 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 65/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 66/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 67/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 68/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 69/500 160/160 [==============================] - 0s 38us/step - loss: -15.2046 - acc: 0.3188 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 70/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 71/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 72/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 73/500 160/160 [==============================] - 0s 38us/step - loss: -15.1258 - acc: 0.3250 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 74/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 75/500 160/160 [==============================] - 0s 38us/step - loss: -15.0847 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 76/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 77/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 78/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 79/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 80/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 81/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 82/500 160/160 [==============================] - 0s 38us/step - loss: -15.0434 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 83/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 84/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 85/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 86/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 87/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 88/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 89/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 90/500 160/160 [==============================] - 0s 31us/step - loss: -15.1109 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 91/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 92/500 160/160 [==============================] - 0s 44us/step - loss: -15.2913 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 93/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 94/500 160/160 [==============================] - 0s 38us/step - loss: -14.9958 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 95/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 96/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 97/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 98/500 160/160 [==============================] - 0s 31us/step - loss: -15.1548 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 99/500 160/160 [==============================] - 0s 50us/step - loss: -15.3440 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 100/500 160/160 [==============================] - 0s 38us/step - loss: -14.9535 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 101/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 102/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 103/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 104/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 105/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 106/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 107/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 108/500 160/160 [==============================] - 0s 38us/step - loss: -15.1777 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 109/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 110/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 111/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 112/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 113/500 160/160 [==============================] - 0s 38us/step - loss: -15.3302 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 114/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 115/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 116/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 117/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 118/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 119/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 120/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 121/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 122/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 123/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 124/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 125/500 160/160 [==============================] - 0s 38us/step - loss: -15.2754 - acc: 0.3250 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 126/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 127/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 128/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 129/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 130/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 131/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 132/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 133/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 134/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 135/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 136/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 137/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 138/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 139/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 140/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 141/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 142/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 143/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 144/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 145/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 146/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 147/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 148/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 149/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 150/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 151/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 152/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 153/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 154/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 155/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 156/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 157/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 158/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 159/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 160/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 161/500 160/160 [==============================] - 0s 50us/step - loss: -15.3443 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 162/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 163/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 164/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 165/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 166/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 167/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 168/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 169/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 170/500 160/160 [==============================] - 0s 50us/step - loss: -15.2860 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 171/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 172/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 173/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 174/500 160/160 [==============================] - 0s 38us/step - loss: -15.2542 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 175/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 176/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 177/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 178/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 179/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 180/500 160/160 [==============================] - 0s 44us/step - loss: -15.3409 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 181/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 182/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 183/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 184/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 185/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 186/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 187/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 188/500 160/160 [==============================] - 0s 31us/step - loss: -15.2651 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 189/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 190/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 191/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 192/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 193/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 194/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 195/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 196/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 197/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 198/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 199/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 200/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 201/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 202/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 203/500 160/160 [==============================] - 0s 56us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 204/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 205/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 206/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 207/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 208/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 209/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 210/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 211/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 212/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 213/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 214/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 215/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 216/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 217/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 218/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 219/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 220/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 221/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 222/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 223/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 224/500 160/160 [==============================] - 0s 56us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 225/500 160/160 [==============================] - 0s 38us/step - loss: -15.2438 - acc: 0.3250 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 226/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 227/500 160/160 [==============================] - 0s 44us/step - loss: -15.3213 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 228/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 229/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 230/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 231/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 232/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 233/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 234/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 235/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 236/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 237/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 238/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 239/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 240/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 241/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 242/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 243/500 160/160 [==============================] - 0s 63us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 244/500 160/160 [==============================] - 0s 44us/step - loss: -15.3204 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 245/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 246/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 247/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 248/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 249/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 250/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 251/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 252/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 253/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 254/500 160/160 [==============================] - 0s 38us/step - loss: -15.2478 - acc: 0.3250 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 255/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 256/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 257/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 258/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 259/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 260/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 261/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 262/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 263/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 264/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 265/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 266/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 267/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 268/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 269/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 270/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 271/500 160/160 [==============================] - 0s 38us/step - loss: -15.2969 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 272/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 273/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 274/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 275/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 276/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 277/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 278/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 279/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 280/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 281/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 282/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 283/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 284/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 285/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 286/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 287/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 288/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 289/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 290/500 160/160 [==============================] - 0s 38us/step - loss: -15.3158 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 291/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 292/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 293/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 294/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 295/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 296/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 297/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 298/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 299/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 300/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 301/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 302/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 303/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 304/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 305/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 306/500 160/160 [==============================] - 0s 38us/step - loss: -15.3402 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 307/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 308/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 309/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 310/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 311/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 312/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 313/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 314/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 315/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 316/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 317/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 318/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 319/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 320/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 321/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 322/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 323/500 160/160 [==============================] - 0s 38us/step - loss: -14.9326 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 324/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 325/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 326/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 327/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 328/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 329/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 330/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 331/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 332/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 333/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 334/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 335/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 336/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 337/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 338/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 339/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 340/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 341/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 342/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 343/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 344/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 345/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 346/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 347/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 348/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 349/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 350/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 351/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 352/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 353/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 354/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 355/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 356/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 357/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 358/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 359/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 360/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 361/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 362/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 363/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 364/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 365/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 366/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 367/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 368/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 369/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 370/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 371/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 372/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 373/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 374/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 375/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 376/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 377/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 378/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 379/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 380/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 381/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 382/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 383/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 384/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 385/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 386/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 387/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 388/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 389/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 390/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 391/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 392/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 393/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 394/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 395/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 396/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 397/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 398/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 399/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 400/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 401/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 402/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 403/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 404/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 405/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 406/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 407/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 408/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 409/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 410/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 411/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 412/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 413/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 414/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 415/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 416/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 417/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 418/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 419/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 420/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 421/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 422/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 423/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 424/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 425/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 426/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 427/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 428/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 429/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 430/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 431/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 432/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 433/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 434/500 160/160 [==============================] - 0s 56us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 435/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 436/500 160/160 [==============================] - 0s 38us/step - loss: -15.3377 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 437/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 438/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 439/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 440/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 441/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 442/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 443/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 444/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 445/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 446/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 447/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 448/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 449/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 450/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 451/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 452/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 453/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 454/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 455/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 456/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 457/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 458/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 459/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 460/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 461/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 462/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 463/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 464/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 465/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 466/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 467/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 468/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 469/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 470/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 471/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 472/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 473/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 474/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 475/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 476/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 477/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 478/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 479/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 480/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 481/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 482/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 483/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 484/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 485/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 486/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 487/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 488/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 489/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 490/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 491/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 492/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 493/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 494/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 495/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 496/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 497/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 498/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 499/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 500/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 part 0.665 Train on 160 samples, validate on 18 samples Epoch 1/500 160/160 [==============================] - 1s 3ms/step - loss: 23.4892 - acc: 0.0750 - val_loss: 13.2206 - val_acc: 0.0000e+00 Epoch 2/500 160/160 [==============================] - 0s 44us/step - loss: 0.3965 - acc: 0.1625 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 3/500 160/160 [==============================] - 0s 38us/step - loss: -5.3782 - acc: 0.2250 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 4/500 160/160 [==============================] - 0s 38us/step - loss: -11.8080 - acc: 0.2875 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 5/500 160/160 [==============================] - 0s 38us/step - loss: -12.7663 - acc: 0.3250 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 6/500 160/160 [==============================] - 0s 31us/step - loss: -13.1360 - acc: 0.3125 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 7/500 160/160 [==============================] - 0s 38us/step - loss: -13.2521 - acc: 0.3125 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 8/500 160/160 [==============================] - 0s 44us/step - loss: -13.4396 - acc: 0.3250 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 9/500 160/160 [==============================] - 0s 44us/step - loss: -12.1816 - acc: 0.3188 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 10/500 160/160 [==============================] - 0s 44us/step - loss: -13.7901 - acc: 0.3125 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 11/500 160/160 [==============================] - 0s 38us/step - loss: -14.3461 - acc: 0.3062 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 12/500 160/160 [==============================] - 0s 38us/step - loss: -14.2828 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 13/500 160/160 [==============================] - 0s 38us/step - loss: -14.1755 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 14/500 160/160 [==============================] - 0s 31us/step - loss: -14.8554 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 15/500 160/160 [==============================] - 0s 44us/step - loss: -15.0016 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 16/500 160/160 [==============================] - 0s 38us/step - loss: -15.2194 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 17/500 160/160 [==============================] - 0s 44us/step - loss: -14.4928 - acc: 0.3250 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 18/500 160/160 [==============================] - 0s 38us/step - loss: -14.7775 - acc: 0.3250 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 19/500 160/160 [==============================] - 0s 31us/step - loss: -15.0924 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 20/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 21/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 22/500 160/160 [==============================] - 0s 38us/step - loss: -14.6479 - acc: 0.3250 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 23/500 160/160 [==============================] - 0s 38us/step - loss: -15.1606 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 24/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 25/500 160/160 [==============================] - 0s 44us/step - loss: -15.1264 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 26/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 27/500 160/160 [==============================] - 0s 38us/step - loss: -15.2438 - acc: 0.3250 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 28/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 29/500 160/160 [==============================] - 0s 31us/step - loss: -15.1181 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 30/500 160/160 [==============================] - 0s 38us/step - loss: -15.0855 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 31/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 32/500 160/160 [==============================] - 0s 44us/step - loss: -15.1430 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 33/500 160/160 [==============================] - 0s 38us/step - loss: -15.3071 - acc: 0.3250 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 34/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 35/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 36/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 37/500 160/160 [==============================] - 0s 38us/step - loss: -15.3206 - acc: 0.3250 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 38/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 39/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 40/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 41/500 160/160 [==============================] - 0s 44us/step - loss: -15.2470 - acc: 0.3125 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 42/500 160/160 [==============================] - 0s 38us/step - loss: -15.1780 - acc: 0.3250 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 43/500 160/160 [==============================] - 0s 44us/step - loss: -15.2419 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 44/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 45/500 160/160 [==============================] - 0s 38us/step - loss: -15.2419 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 46/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 47/500 160/160 [==============================] - 0s 38us/step - loss: -15.0266 - acc: 0.3250 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 48/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 49/500 160/160 [==============================] - 0s 38us/step - loss: -15.1433 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 50/500 160/160 [==============================] - 0s 31us/step - loss: -15.2420 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 51/500 160/160 [==============================] - 0s 38us/step - loss: -15.1434 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 52/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 53/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 54/500 160/160 [==============================] - 0s 44us/step - loss: -15.1435 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 55/500 160/160 [==============================] - 0s 44us/step - loss: -15.1435 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 56/500 160/160 [==============================] - 0s 44us/step - loss: -15.0412 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 57/500 160/160 [==============================] - 0s 44us/step - loss: -15.2384 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 58/500 160/160 [==============================] - 0s 50us/step - loss: -15.3375 - acc: 0.3250 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 59/500 160/160 [==============================] - 0s 44us/step - loss: -15.2423 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 60/500 160/160 [==============================] - 0s 44us/step - loss: -15.1400 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 61/500 160/160 [==============================] - 0s 44us/step - loss: -15.0319 - acc: 0.3250 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 62/500 160/160 [==============================] - 0s 44us/step - loss: -15.1333 - acc: 0.3250 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 63/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 64/500 160/160 [==============================] - 0s 38us/step - loss: -15.0420 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 65/500 160/160 [==============================] - 0s 44us/step - loss: -14.7359 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 66/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 67/500 160/160 [==============================] - 0s 38us/step - loss: -15.2389 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 68/500 160/160 [==============================] - 0s 38us/step - loss: -15.1371 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 69/500 160/160 [==============================] - 0s 44us/step - loss: -15.2427 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 70/500 160/160 [==============================] - 0s 38us/step - loss: -15.1446 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 71/500 160/160 [==============================] - 0s 38us/step - loss: -15.2391 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 72/500 160/160 [==============================] - 0s 38us/step - loss: -15.2428 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 73/500 160/160 [==============================] - 0s 38us/step - loss: -15.3409 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 74/500 160/160 [==============================] - 0s 44us/step - loss: -15.2356 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 75/500 160/160 [==============================] - 0s 44us/step - loss: -15.2429 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 76/500 160/160 [==============================] - 0s 38us/step - loss: -14.7419 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 77/500 160/160 [==============================] - 0s 44us/step - loss: -15.3410 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 78/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 79/500 160/160 [==============================] - 0s 38us/step - loss: -15.2395 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 80/500 160/160 [==============================] - 0s 38us/step - loss: -15.2431 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 81/500 160/160 [==============================] - 0s 38us/step - loss: -15.2387 - acc: 0.3250 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 82/500 160/160 [==============================] - 0s 38us/step - loss: -15.2431 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 83/500 160/160 [==============================] - 0s 38us/step - loss: -15.3410 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 84/500 160/160 [==============================] - 0s 38us/step - loss: -14.9425 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 85/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 86/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 87/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 88/500 160/160 [==============================] - 0s 44us/step - loss: -15.2433 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 89/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 90/500 160/160 [==============================] - 0s 38us/step - loss: -15.2398 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 91/500 160/160 [==============================] - 0s 38us/step - loss: -15.2433 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 92/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 93/500 160/160 [==============================] - 0s 38us/step - loss: -14.9467 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 94/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 95/500 160/160 [==============================] - 0s 38us/step - loss: -15.3411 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 96/500 160/160 [==============================] - 0s 38us/step - loss: -14.7482 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 97/500 160/160 [==============================] - 0s 38us/step - loss: -15.2435 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 98/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 99/500 160/160 [==============================] - 0s 38us/step - loss: -15.2436 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 100/500 160/160 [==============================] - 0s 38us/step - loss: -15.2436 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 101/500 160/160 [==============================] - 0s 38us/step - loss: -15.2369 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 102/500 160/160 [==============================] - 0s 38us/step - loss: -15.2436 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 103/500 160/160 [==============================] - 0s 38us/step - loss: -14.8470 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 104/500 160/160 [==============================] - 0s 38us/step - loss: -15.1430 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 105/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 106/500 160/160 [==============================] - 0s 38us/step - loss: -15.1464 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 107/500 160/160 [==============================] - 0s 44us/step - loss: -15.0426 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 108/500 160/160 [==============================] - 0s 38us/step - loss: -14.8448 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 109/500 160/160 [==============================] - 0s 38us/step - loss: -15.1435 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 110/500 160/160 [==============================] - 0s 38us/step - loss: -15.2409 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 111/500 160/160 [==============================] - 0s 38us/step - loss: -15.1470 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 112/500 160/160 [==============================] - 0s 38us/step - loss: -15.3381 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 113/500 160/160 [==============================] - 0s 38us/step - loss: -14.9402 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 114/500 160/160 [==============================] - 0s 38us/step - loss: -15.3414 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 115/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 116/500 160/160 [==============================] - 0s 38us/step - loss: -15.3414 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 117/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 118/500 160/160 [==============================] - 0s 38us/step - loss: -15.0473 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 119/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 120/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 121/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 122/500 160/160 [==============================] - 0s 38us/step - loss: -15.3414 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 123/500 160/160 [==============================] - 0s 38us/step - loss: -15.0444 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 124/500 160/160 [==============================] - 0s 38us/step - loss: -15.2414 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 125/500 160/160 [==============================] - 0s 44us/step - loss: -15.3414 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 126/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 127/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 128/500 160/160 [==============================] - 0s 31us/step - loss: -15.2446 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 129/500 160/160 [==============================] - 0s 44us/step - loss: -15.2415 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 130/500 160/160 [==============================] - 0s 38us/step - loss: -14.8451 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 131/500 160/160 [==============================] - 0s 44us/step - loss: -15.1480 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 132/500 160/160 [==============================] - 0s 38us/step - loss: -15.2448 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 133/500 160/160 [==============================] - 0s 31us/step - loss: -15.2448 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 134/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 135/500 160/160 [==============================] - 0s 38us/step - loss: -15.1453 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 136/500 160/160 [==============================] - 0s 38us/step - loss: -15.2420 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 137/500 160/160 [==============================] - 0s 44us/step - loss: -15.1484 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 138/500 160/160 [==============================] - 0s 38us/step - loss: -15.2391 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 139/500 160/160 [==============================] - 0s 44us/step - loss: -15.1412 - acc: 0.3250 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 140/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 141/500 160/160 [==============================] - 0s 38us/step - loss: -14.9499 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 142/500 160/160 [==============================] - 0s 38us/step - loss: -15.3416 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 143/500 160/160 [==============================] - 0s 38us/step - loss: -15.2452 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 144/500 160/160 [==============================] - 0s 38us/step - loss: -15.1489 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 145/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 146/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 147/500 160/160 [==============================] - 0s 44us/step - loss: -15.3417 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 148/500 160/160 [==============================] - 0s 44us/step - loss: -15.1491 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 149/500 160/160 [==============================] - 0s 38us/step - loss: -15.3417 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 150/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 151/500 160/160 [==============================] - 0s 38us/step - loss: -15.1464 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 152/500 160/160 [==============================] - 0s 38us/step - loss: -15.3417 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 153/500 160/160 [==============================] - 0s 38us/step - loss: -15.3389 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 154/500 160/160 [==============================] - 0s 38us/step - loss: -14.9513 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 155/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 156/500 160/160 [==============================] - 0s 38us/step - loss: -15.1467 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 157/500 160/160 [==============================] - 0s 44us/step - loss: -14.9547 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 158/500 160/160 [==============================] - 0s 38us/step - loss: -15.2457 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 159/500 160/160 [==============================] - 0s 38us/step - loss: -14.9522 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 160/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 161/500 160/160 [==============================] - 0s 38us/step - loss: -14.7610 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 162/500 160/160 [==============================] - 0s 44us/step - loss: -14.8572 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 163/500 160/160 [==============================] - 0s 44us/step - loss: -15.1504 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 164/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 165/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 166/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 167/500 160/160 [==============================] - 0s 38us/step - loss: -14.9569 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 168/500 160/160 [==============================] - 0s 38us/step - loss: -14.9571 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 169/500 160/160 [==============================] - 0s 38us/step - loss: -15.1509 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 170/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 171/500 160/160 [==============================] - 0s 44us/step - loss: -15.2466 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 172/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 173/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 174/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 175/500 160/160 [==============================] - 0s 38us/step - loss: -15.1487 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 176/500 160/160 [==============================] - 0s 38us/step - loss: -15.3395 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 177/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 178/500 160/160 [==============================] - 0s 38us/step - loss: -15.2467 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 179/500 160/160 [==============================] - 0s 38us/step - loss: -15.1514 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 180/500 160/160 [==============================] - 0s 38us/step - loss: -15.1465 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 181/500 160/160 [==============================] - 0s 44us/step - loss: -15.2443 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 182/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 183/500 160/160 [==============================] - 0s 38us/step - loss: -15.0541 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 184/500 160/160 [==============================] - 0s 38us/step - loss: -15.3421 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 185/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 186/500 160/160 [==============================] - 0s 38us/step - loss: -15.2470 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 187/500 160/160 [==============================] - 0s 38us/step - loss: -15.3421 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 188/500 160/160 [==============================] - 0s 38us/step - loss: -15.3421 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 189/500 160/160 [==============================] - 0s 38us/step - loss: -15.2446 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 190/500 160/160 [==============================] - 0s 44us/step - loss: -15.1521 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 191/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 192/500 160/160 [==============================] - 0s 38us/step - loss: -15.3421 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 193/500 160/160 [==============================] - 0s 38us/step - loss: -15.1522 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 194/500 160/160 [==============================] - 0s 38us/step - loss: -15.2472 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 195/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 196/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 197/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 198/500 160/160 [==============================] - 0s 38us/step - loss: -15.3422 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 199/500 160/160 [==============================] - 0s 38us/step - loss: -15.2473 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 200/500 160/160 [==============================] - 0s 38us/step - loss: -15.3422 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 201/500 160/160 [==============================] - 0s 31us/step - loss: -15.2473 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 202/500 160/160 [==============================] - 0s 38us/step - loss: -15.1525 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 203/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 204/500 160/160 [==============================] - 0s 38us/step - loss: -15.2450 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 205/500 160/160 [==============================] - 0s 38us/step - loss: -15.1503 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 206/500 160/160 [==============================] - 0s 38us/step - loss: -14.9610 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 207/500 160/160 [==============================] - 0s 38us/step - loss: -15.1529 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 208/500 160/160 [==============================] - 0s 38us/step - loss: -15.1531 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 209/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 210/500 160/160 [==============================] - 0s 44us/step - loss: -15.3423 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 211/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 212/500 160/160 [==============================] - 0s 38us/step - loss: -15.0566 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 213/500 160/160 [==============================] - 0s 38us/step - loss: -15.2456 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 214/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 215/500 160/160 [==============================] - 0s 38us/step - loss: -15.3423 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 216/500 160/160 [==============================] - 0s 38us/step - loss: -15.1513 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 217/500 160/160 [==============================] - 0s 38us/step - loss: -15.3423 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 218/500 160/160 [==============================] - 0s 38us/step - loss: -15.1537 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 219/500 160/160 [==============================] - 0s 44us/step - loss: -15.0573 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 220/500 160/160 [==============================] - 0s 38us/step - loss: -15.1539 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 221/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 222/500 160/160 [==============================] - 0s 38us/step - loss: -15.3424 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 223/500 160/160 [==============================] - 0s 38us/step - loss: -15.1520 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 224/500 160/160 [==============================] - 0s 38us/step - loss: -15.2440 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 225/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 226/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 227/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 228/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 229/500 160/160 [==============================] - 0s 44us/step - loss: -15.3424 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 230/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 231/500 160/160 [==============================] - 0s 38us/step - loss: -15.3424 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 232/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 233/500 160/160 [==============================] - 0s 38us/step - loss: -15.2463 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 234/500 160/160 [==============================] - 0s 38us/step - loss: -15.0543 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 235/500 160/160 [==============================] - 0s 44us/step - loss: -15.3424 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 236/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 237/500 160/160 [==============================] - 0s 44us/step - loss: -15.1527 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 238/500 160/160 [==============================] - 0s 38us/step - loss: -15.1548 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 239/500 160/160 [==============================] - 0s 38us/step - loss: -15.2487 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 240/500 160/160 [==============================] - 0s 38us/step - loss: -15.0552 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 241/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 242/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 243/500 160/160 [==============================] - 0s 38us/step - loss: -14.9641 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 244/500 160/160 [==============================] - 0s 44us/step - loss: -15.1555 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 245/500 160/160 [==============================] - 0s 38us/step - loss: -15.2491 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 246/500 160/160 [==============================] - 0s 38us/step - loss: -15.1557 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 247/500 160/160 [==============================] - 0s 44us/step - loss: -15.1500 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 248/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 249/500 160/160 [==============================] - 0s 38us/step - loss: -14.7753 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 250/500 160/160 [==============================] - 0s 38us/step - loss: -15.2476 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 251/500 160/160 [==============================] - 0s 38us/step - loss: -15.1546 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 252/500 160/160 [==============================] - 0s 38us/step - loss: -15.1565 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 253/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 254/500 160/160 [==============================] - 0s 38us/step - loss: -15.0602 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 255/500 160/160 [==============================] - 0s 38us/step - loss: -15.2499 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 256/500 160/160 [==============================] - 0s 38us/step - loss: -15.2499 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 257/500 160/160 [==============================] - 0s 44us/step - loss: -15.1554 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 258/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 259/500 160/160 [==============================] - 0s 38us/step - loss: -14.9685 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 260/500 160/160 [==============================] - 0s 38us/step - loss: -15.2502 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 261/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 262/500 160/160 [==============================] - 0s 38us/step - loss: -15.2468 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 263/500 160/160 [==============================] - 0s 38us/step - loss: -15.2503 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 264/500 160/160 [==============================] - 0s 38us/step - loss: -14.9696 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 265/500 160/160 [==============================] - 0s 38us/step - loss: -15.1547 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 266/500 160/160 [==============================] - 0s 44us/step - loss: -15.2489 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 267/500 160/160 [==============================] - 0s 38us/step - loss: -15.2507 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 268/500 160/160 [==============================] - 0s 38us/step - loss: -15.3429 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 269/500 160/160 [==============================] - 0s 38us/step - loss: -15.2507 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 270/500 160/160 [==============================] - 0s 38us/step - loss: -15.2491 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 271/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 272/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 273/500 160/160 [==============================] - 0s 38us/step - loss: -15.3429 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 274/500 160/160 [==============================] - 0s 38us/step - loss: -15.2493 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 275/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 276/500 160/160 [==============================] - 0s 38us/step - loss: -15.3413 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 277/500 160/160 [==============================] - 0s 44us/step - loss: -15.1574 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 278/500 160/160 [==============================] - 0s 38us/step - loss: -15.2494 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 279/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 280/500 160/160 [==============================] - 0s 38us/step - loss: -14.9722 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 281/500 160/160 [==============================] - 0s 38us/step - loss: -15.3430 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 282/500 160/160 [==============================] - 0s 38us/step - loss: -15.2512 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 283/500 160/160 [==============================] - 0s 31us/step - loss: -15.3430 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 284/500 160/160 [==============================] - 0s 44us/step - loss: -15.3430 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 285/500 160/160 [==============================] - 0s 38us/step - loss: -15.3430 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 286/500 160/160 [==============================] - 0s 38us/step - loss: -15.1566 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 287/500 160/160 [==============================] - 0s 38us/step - loss: -15.2514 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 288/500 160/160 [==============================] - 0s 38us/step - loss: -15.3430 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 289/500 160/160 [==============================] - 0s 38us/step - loss: -15.2515 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 290/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 291/500 160/160 [==============================] - 0s 38us/step - loss: -15.1585 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 292/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 293/500 160/160 [==============================] - 0s 44us/step - loss: -15.1602 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 294/500 160/160 [==============================] - 0s 38us/step - loss: -15.1603 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 295/500 160/160 [==============================] - 0s 38us/step - loss: -15.0661 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 296/500 160/160 [==============================] - 0s 44us/step - loss: -15.0664 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 297/500 160/160 [==============================] - 0s 38us/step - loss: -14.8844 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 298/500 160/160 [==============================] - 0s 44us/step - loss: -15.0685 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 299/500 160/160 [==============================] - 0s 31us/step - loss: -14.9754 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 300/500 160/160 [==============================] - 0s 38us/step - loss: -15.3418 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 301/500 160/160 [==============================] - 0s 38us/step - loss: -14.9791 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 302/500 160/160 [==============================] - 0s 38us/step - loss: -15.0700 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 303/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 304/500 160/160 [==============================] - 0s 44us/step - loss: -15.2528 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 305/500 160/160 [==============================] - 0s 38us/step - loss: -14.9779 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 306/500 160/160 [==============================] - 0s 38us/step - loss: -15.0712 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 307/500 160/160 [==============================] - 0s 38us/step - loss: -15.3421 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 308/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 309/500 160/160 [==============================] - 0s 38us/step - loss: -15.0718 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 310/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 311/500 160/160 [==============================] - 0s 38us/step - loss: -15.0722 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 312/500 160/160 [==============================] - 0s 38us/step - loss: -15.2522 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 313/500 160/160 [==============================] - 0s 31us/step - loss: -15.1625 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 314/500 160/160 [==============================] - 0s 38us/step - loss: -15.3434 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 315/500 160/160 [==============================] - 0s 38us/step - loss: -15.2536 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 316/500 160/160 [==============================] - 0s 44us/step - loss: -15.1640 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 317/500 160/160 [==============================] - 0s 38us/step - loss: -15.3434 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 318/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 319/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 320/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 321/500 160/160 [==============================] - 0s 38us/step - loss: -15.3434 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 322/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 323/500 160/160 [==============================] - 0s 38us/step - loss: -15.1643 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 324/500 160/160 [==============================] - 0s 38us/step - loss: -15.0737 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 325/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 326/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 327/500 160/160 [==============================] - 0s 38us/step - loss: -15.2540 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 328/500 160/160 [==============================] - 0s 31us/step - loss: -15.2541 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 329/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 330/500 160/160 [==============================] - 0s 31us/step - loss: -15.1648 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 331/500 160/160 [==============================] - 0s 38us/step - loss: -15.1638 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 332/500 160/160 [==============================] - 0s 38us/step - loss: -15.3424 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 333/500 160/160 [==============================] - 0s 38us/step - loss: -14.9847 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 334/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 335/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 336/500 160/160 [==============================] - 0s 38us/step - loss: -15.1634 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 337/500 160/160 [==============================] - 0s 38us/step - loss: -15.2546 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 338/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 339/500 160/160 [==============================] - 0s 38us/step - loss: -15.2526 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 340/500 160/160 [==============================] - 0s 38us/step - loss: -15.1659 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 341/500 160/160 [==============================] - 0s 38us/step - loss: -15.0762 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 342/500 160/160 [==============================] - 0s 31us/step - loss: -15.3426 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 343/500 160/160 [==============================] - 0s 31us/step - loss: -15.3436 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 344/500 160/160 [==============================] - 0s 31us/step - loss: -15.3436 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 345/500 160/160 [==============================] - 0s 31us/step - loss: -15.0759 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 346/500 160/160 [==============================] - 0s 38us/step - loss: -15.3436 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 347/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 348/500 160/160 [==============================] - 0s 31us/step - loss: -15.0763 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 349/500 160/160 [==============================] - 0s 38us/step - loss: -15.1650 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 350/500 160/160 [==============================] - 0s 31us/step - loss: -14.9894 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 351/500 160/160 [==============================] - 0s 31us/step - loss: -15.1663 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 352/500 160/160 [==============================] - 0s 38us/step - loss: -14.9004 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 353/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 354/500 160/160 [==============================] - 0s 38us/step - loss: -14.9914 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 355/500 160/160 [==============================] - 0s 38us/step - loss: -15.2560 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 356/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 357/500 160/160 [==============================] - 0s 31us/step - loss: -15.2552 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 358/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 359/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 360/500 160/160 [==============================] - 0s 31us/step - loss: -15.1687 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 361/500 160/160 [==============================] - 0s 38us/step - loss: -15.1671 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 362/500 160/160 [==============================] - 0s 38us/step - loss: -15.0799 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 363/500 160/160 [==============================] - 0s 38us/step - loss: -15.0810 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 364/500 160/160 [==============================] - 0s 31us/step - loss: -15.0813 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 365/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 366/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 367/500 160/160 [==============================] - 0s 31us/step - loss: -15.3438 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 368/500 160/160 [==============================] - 0s 38us/step - loss: -14.9068 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 369/500 160/160 [==============================] - 0s 38us/step - loss: -15.1700 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 370/500 160/160 [==============================] - 0s 38us/step - loss: -15.2563 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 371/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 372/500 160/160 [==============================] - 0s 38us/step - loss: -15.2572 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 373/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 374/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 375/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 376/500 160/160 [==============================] - 0s 31us/step - loss: -15.2573 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 377/500 160/160 [==============================] - 0s 38us/step - loss: -15.0837 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 378/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 379/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 380/500 160/160 [==============================] - 0s 38us/step - loss: -14.8244 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 381/500 160/160 [==============================] - 0s 31us/step - loss: -14.9983 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 382/500 160/160 [==============================] - 0s 38us/step - loss: -15.0836 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 383/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 384/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 385/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 386/500 160/160 [==============================] - 0s 31us/step - loss: -15.2568 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 387/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 388/500 160/160 [==============================] - 0s 38us/step - loss: -15.2582 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 389/500 160/160 [==============================] - 0s 31us/step - loss: -15.2582 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 390/500 160/160 [==============================] - 0s 38us/step - loss: -15.3439 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 391/500 160/160 [==============================] - 0s 31us/step - loss: -15.2583 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 392/500 160/160 [==============================] - 0s 38us/step - loss: -15.2583 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 393/500 160/160 [==============================] - 0s 38us/step - loss: -15.2584 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 394/500 160/160 [==============================] - 0s 31us/step - loss: -15.0007 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 395/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 396/500 160/160 [==============================] - 0s 38us/step - loss: -15.3433 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 397/500 160/160 [==============================] - 0s 38us/step - loss: -15.2586 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 398/500 160/160 [==============================] - 0s 38us/step - loss: -15.2587 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 399/500 160/160 [==============================] - 0s 31us/step - loss: -15.1729 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 400/500 160/160 [==============================] - 0s 31us/step - loss: -15.3440 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 401/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 402/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 403/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 404/500 160/160 [==============================] - 0s 31us/step - loss: -15.1738 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 405/500 160/160 [==============================] - 0s 38us/step - loss: -15.2589 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 406/500 160/160 [==============================] - 0s 31us/step - loss: -15.3440 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 407/500 160/160 [==============================] - 0s 38us/step - loss: -15.3440 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 408/500 160/160 [==============================] - 0s 31us/step - loss: -15.1735 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 409/500 160/160 [==============================] - 0s 31us/step - loss: -15.1725 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 410/500 160/160 [==============================] - 0s 38us/step - loss: -15.2592 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 411/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 412/500 160/160 [==============================] - 0s 38us/step - loss: -15.3440 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 413/500 160/160 [==============================] - 0s 38us/step - loss: -15.1746 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 414/500 160/160 [==============================] - 0s 31us/step - loss: -15.2594 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 415/500 160/160 [==============================] - 0s 38us/step - loss: -15.1748 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 416/500 160/160 [==============================] - 0s 31us/step - loss: -15.2590 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 417/500 160/160 [==============================] - 0s 38us/step - loss: -15.2596 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 418/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 419/500 160/160 [==============================] - 0s 31us/step - loss: -15.3440 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 420/500 160/160 [==============================] - 0s 38us/step - loss: -14.8367 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 421/500 160/160 [==============================] - 0s 31us/step - loss: -15.1752 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 422/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 423/500 160/160 [==============================] - 0s 38us/step - loss: -15.1761 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 424/500 160/160 [==============================] - 0s 38us/step - loss: -15.2601 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 425/500 160/160 [==============================] - 0s 38us/step - loss: -15.3441 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 426/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 427/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 428/500 160/160 [==============================] - 0s 38us/step - loss: -15.1765 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 429/500 160/160 [==============================] - 0s 38us/step - loss: -15.0083 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 430/500 160/160 [==============================] - 0s 38us/step - loss: -15.3441 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 431/500 160/160 [==============================] - 0s 38us/step - loss: -15.0925 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 432/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 433/500 160/160 [==============================] - 0s 38us/step - loss: -15.1769 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 434/500 160/160 [==============================] - 0s 31us/step - loss: -15.1771 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 435/500 160/160 [==============================] - 0s 38us/step - loss: -15.0937 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 436/500 160/160 [==============================] - 0s 31us/step - loss: -15.0944 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 437/500 160/160 [==============================] - 0s 31us/step - loss: -15.0948 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 438/500 160/160 [==============================] - 0s 38us/step - loss: -15.0118 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 439/500 160/160 [==============================] - 0s 38us/step - loss: -15.1787 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 440/500 160/160 [==============================] - 0s 38us/step - loss: -15.3442 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 441/500 160/160 [==============================] - 0s 31us/step - loss: -15.3434 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 442/500 160/160 [==============================] - 0s 38us/step - loss: -15.2614 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 443/500 160/160 [==============================] - 0s 38us/step - loss: -15.1791 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 444/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 445/500 160/160 [==============================] - 0s 31us/step - loss: -15.2616 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 446/500 160/160 [==============================] - 0s 38us/step - loss: -15.2620 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 447/500 160/160 [==============================] - 0s 38us/step - loss: -15.1799 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 448/500 160/160 [==============================] - 0s 31us/step - loss: -15.3442 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 449/500 160/160 [==============================] - 0s 31us/step - loss: -15.1798 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 450/500 160/160 [==============================] - 0s 38us/step - loss: -15.3442 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 451/500 160/160 [==============================] - 0s 38us/step - loss: -15.2623 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 452/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 453/500 160/160 [==============================] - 0s 38us/step - loss: -14.9345 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 454/500 160/160 [==============================] - 0s 38us/step - loss: -15.1804 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 455/500 160/160 [==============================] - 0s 38us/step - loss: -15.1810 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 456/500 160/160 [==============================] - 0s 44us/step - loss: -15.2628 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 457/500 160/160 [==============================] - 0s 31us/step - loss: -15.1815 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 458/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 459/500 160/160 [==============================] - 0s 31us/step - loss: -15.3442 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 460/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 461/500 160/160 [==============================] - 0s 31us/step - loss: -15.2627 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 462/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 463/500 160/160 [==============================] - 0s 38us/step - loss: -15.1820 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 464/500 160/160 [==============================] - 0s 38us/step - loss: -15.2632 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 465/500 160/160 [==============================] - 0s 31us/step - loss: -15.1816 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 466/500 160/160 [==============================] - 0s 38us/step - loss: -15.2633 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 467/500 160/160 [==============================] - 0s 38us/step - loss: -15.2628 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 468/500 160/160 [==============================] - 0s 38us/step - loss: -15.1013 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 469/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 470/500 160/160 [==============================] - 0s 38us/step - loss: -15.0213 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 471/500 160/160 [==============================] - 0s 44us/step - loss: -15.1832 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 472/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 473/500 160/160 [==============================] - 0s 38us/step - loss: -15.1837 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 474/500 160/160 [==============================] - 0s 38us/step - loss: -15.1837 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 475/500 160/160 [==============================] - 0s 38us/step - loss: -15.1839 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 476/500 160/160 [==============================] - 0s 44us/step - loss: -15.2643 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 477/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 478/500 160/160 [==============================] - 0s 38us/step - loss: -15.2641 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 479/500 160/160 [==============================] - 0s 44us/step - loss: -15.1846 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 480/500 160/160 [==============================] - 0s 38us/step - loss: -15.3443 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 481/500 160/160 [==============================] - 0s 38us/step - loss: -15.3443 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 482/500 160/160 [==============================] - 0s 38us/step - loss: -15.1849 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 483/500 160/160 [==============================] - 0s 38us/step - loss: -15.1052 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 484/500 160/160 [==============================] - 0s 38us/step - loss: -14.9458 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 485/500 160/160 [==============================] - 0s 38us/step - loss: -15.1852 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 486/500 160/160 [==============================] - 0s 38us/step - loss: -15.2648 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 487/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 488/500 160/160 [==============================] - 0s 44us/step - loss: -15.2653 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 489/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 490/500 160/160 [==============================] - 0s 44us/step - loss: -15.3441 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 491/500 160/160 [==============================] - 0s 38us/step - loss: -15.1072 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 492/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 493/500 160/160 [==============================] - 0s 44us/step - loss: -15.1866 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 494/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 495/500 160/160 [==============================] - 0s 38us/step - loss: -15.1081 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 496/500 160/160 [==============================] - 0s 38us/step - loss: -14.7940 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 497/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 498/500 160/160 [==============================] - 0s 38us/step - loss: -15.2659 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 499/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 500/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 part 1.0 Train on 160 samples, validate on 18 samples Epoch 1/500 160/160 [==============================] - 1s 4ms/step - loss: 2.3241 - acc: 0.1687 - val_loss: -10.8308 - val_acc: 0.3333 Epoch 2/500 160/160 [==============================] - 0s 38us/step - loss: -6.3352 - acc: 0.2938 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 3/500 160/160 [==============================] - 0s 44us/step - loss: -11.6561 - acc: 0.3000 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 4/500 160/160 [==============================] - 0s 38us/step - loss: -13.4265 - acc: 0.3125 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 5/500 160/160 [==============================] - 0s 38us/step - loss: -14.4993 - acc: 0.3250 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 6/500 160/160 [==============================] - 0s 38us/step - loss: -14.6396 - acc: 0.3250 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 7/500 160/160 [==============================] - 0s 31us/step - loss: -15.0150 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 8/500 160/160 [==============================] - 0s 38us/step - loss: -15.2526 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 9/500 160/160 [==============================] - 0s 38us/step - loss: -15.2996 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 10/500 160/160 [==============================] - 0s 38us/step - loss: -15.2448 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 11/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 12/500 160/160 [==============================] - 0s 38us/step - loss: -15.3215 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 13/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 14/500 160/160 [==============================] - 0s 38us/step - loss: -15.2547 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 15/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 16/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 17/500 160/160 [==============================] - 0s 44us/step - loss: -15.2647 - acc: 0.3250 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 18/500 160/160 [==============================] - 0s 44us/step - loss: -15.2923 - acc: 0.3250 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 19/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 20/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 21/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 22/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 23/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 24/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 25/500 160/160 [==============================] - 0s 44us/step - loss: -15.3345 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 26/500 160/160 [==============================] - 0s 38us/step - loss: -15.2801 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 27/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 28/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 29/500 160/160 [==============================] - 0s 38us/step - loss: -15.1703 - acc: 0.3188 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 30/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 31/500 160/160 [==============================] - 0s 44us/step - loss: -15.2621 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 32/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 33/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 34/500 160/160 [==============================] - 0s 38us/step - loss: -15.2943 - acc: 0.3250 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 35/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 36/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 37/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 38/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 39/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 40/500 160/160 [==============================] - 0s 31us/step - loss: -15.1867 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 41/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 42/500 160/160 [==============================] - 0s 44us/step - loss: -15.2840 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 43/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 44/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 45/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 46/500 160/160 [==============================] - 0s 38us/step - loss: -15.2716 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 47/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 48/500 160/160 [==============================] - 0s 38us/step - loss: -15.2140 - acc: 0.3250 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 49/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 50/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 51/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 52/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 53/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 54/500 160/160 [==============================] - 0s 38us/step - loss: -15.2644 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 55/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 56/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 57/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 58/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 59/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 60/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 61/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 62/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 63/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 64/500 160/160 [==============================] - 0s 38us/step - loss: -15.2531 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 65/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 66/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 67/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 68/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 69/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 70/500 160/160 [==============================] - 0s 63us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 71/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 72/500 160/160 [==============================] - 0s 44us/step - loss: -15.1356 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 73/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 74/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 75/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 76/500 160/160 [==============================] - 0s 38us/step - loss: -15.2535 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 77/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 78/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 79/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 80/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 81/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 82/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 83/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 84/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 85/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 86/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 87/500 160/160 [==============================] - 0s 44us/step - loss: -15.3333 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 88/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 89/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 90/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 91/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 92/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 93/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 94/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 95/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 96/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 97/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 98/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 99/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 100/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 101/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 102/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 103/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 104/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 105/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 106/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 107/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 108/500 160/160 [==============================] - 0s 44us/step - loss: -15.3201 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 109/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 110/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 111/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 112/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 113/500 160/160 [==============================] - 0s 38us/step - loss: -15.3302 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 114/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 115/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 116/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 117/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 118/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 119/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 120/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 121/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 122/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 123/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 124/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 125/500 160/160 [==============================] - 0s 38us/step - loss: -15.2687 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 126/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 127/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 128/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 129/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 130/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 131/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 132/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 133/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 134/500 160/160 [==============================] - 0s 44us/step - loss: -15.2723 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 135/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 136/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 137/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 138/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 139/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 140/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 141/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 142/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 143/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 144/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 145/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 146/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 147/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 148/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 149/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 150/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 151/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 152/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 153/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 154/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 155/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 156/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 157/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 158/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 159/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 160/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 161/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 162/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 163/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 164/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 165/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 166/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 167/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 168/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 169/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 170/500 160/160 [==============================] - 0s 50us/step - loss: -15.2973 - acc: 0.3250 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 171/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 172/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 173/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 174/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 175/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 176/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 177/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 178/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 179/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 180/500 160/160 [==============================] - 0s 44us/step - loss: -15.3005 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 181/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 182/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 183/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 184/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 185/500 160/160 [==============================] - 0s 44us/step - loss: -15.3308 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 186/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 187/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 188/500 160/160 [==============================] - 0s 44us/step - loss: -15.2991 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 189/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 190/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 191/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 192/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 193/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 194/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 195/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 196/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 197/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 198/500 160/160 [==============================] - 0s 38us/step - loss: -15.0214 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 199/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 200/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 201/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 202/500 160/160 [==============================] - 0s 44us/step - loss: -14.8431 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 203/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 204/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 205/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 206/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 207/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 208/500 160/160 [==============================] - 0s 44us/step - loss: -15.3435 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 209/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 210/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 211/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 212/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 213/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 214/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 215/500 160/160 [==============================] - 0s 44us/step - loss: -15.2135 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 216/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 217/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 218/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 219/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 220/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 221/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 222/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 223/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 224/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 225/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 226/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 227/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 228/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 229/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 230/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 231/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 232/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 233/500 160/160 [==============================] - 0s 44us/step - loss: -15.3023 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 234/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 235/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 236/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 237/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 238/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 239/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 240/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 241/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 242/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 243/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 244/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 245/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 246/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 247/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 248/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 249/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 250/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 251/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 252/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 253/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 254/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 255/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 256/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 257/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 258/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 259/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 260/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 261/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 262/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 263/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 264/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 265/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 266/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 267/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 268/500 160/160 [==============================] - 0s 44us/step - loss: -15.3345 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 269/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 270/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 271/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 272/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 273/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 274/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 275/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 276/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 277/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 278/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 279/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 280/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 281/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 282/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 283/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 284/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 285/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 286/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 287/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 288/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 289/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 290/500 160/160 [==============================] - 0s 56us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 291/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 292/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 293/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 294/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 295/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 296/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 297/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 298/500 160/160 [==============================] - 0s 56us/step - loss: -15.1422 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 299/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 300/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 301/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 302/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 303/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 304/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 305/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 306/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 307/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 308/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 309/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 310/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 311/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 312/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 313/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 314/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 315/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 316/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 317/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 318/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 319/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 320/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 321/500 160/160 [==============================] - 0s 50us/step - loss: -15.1726 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 322/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 323/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 324/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 325/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 326/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 327/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 328/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 329/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 330/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 331/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 332/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 333/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 334/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 335/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 336/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 337/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 338/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 339/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 340/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 341/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 342/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 343/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 344/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 345/500 160/160 [==============================] - 0s 44us/step - loss: -15.2133 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 346/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 347/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 348/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 349/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 350/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 351/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 352/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 353/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 354/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 355/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 356/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 357/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 358/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 359/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 360/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 361/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 362/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 363/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 364/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 365/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 366/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 367/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 368/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 369/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 370/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 371/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 372/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 373/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 374/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 375/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 376/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 377/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 378/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 379/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 380/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 381/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 382/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 383/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 384/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 385/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 386/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 387/500 160/160 [==============================] - 0s 38us/step - loss: -15.2193 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 388/500 160/160 [==============================] - 0s 38us/step - loss: -15.1255 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 389/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 390/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 391/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 392/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 393/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 394/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 395/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 396/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 397/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 398/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 399/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 400/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 401/500 160/160 [==============================] - 0s 50us/step - loss: -15.3016 - acc: 0.3250 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 402/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 403/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 404/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 405/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 406/500 160/160 [==============================] - 0s 44us/step - loss: -15.3333 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 407/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 408/500 160/160 [==============================] - 0s 38us/step - loss: -15.1874 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 409/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 410/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 411/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 412/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 413/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 414/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 415/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 416/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 417/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 418/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 419/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 420/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 421/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 422/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 423/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 424/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 425/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 426/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 427/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 428/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 429/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 430/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 431/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 432/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 433/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 434/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 435/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 436/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 437/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 438/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 439/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 440/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 441/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 442/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 443/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 444/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 445/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 446/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 447/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 448/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 449/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 450/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 451/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 452/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 453/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 454/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 455/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 456/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 457/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 458/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 459/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 460/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 461/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 462/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 463/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 464/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 465/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 466/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 467/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 468/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 469/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 470/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 471/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 472/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 473/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 474/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 475/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 476/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 477/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 478/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 479/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 480/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 481/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 482/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 483/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 484/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 485/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 486/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 487/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 488/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 489/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 490/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 491/500 160/160 [==============================] - 0s 31us/step - loss: -15.2401 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 492/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 493/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 494/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 495/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 496/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 497/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 498/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 499/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 500/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333
for key in hist_list[0].keys() :
plt.figure(figsize=(10,5))
plt.grid(True)
plt.title('model ' + key)
plt.ylabel(key)
plt.xlabel('epoch')
for hist in hist_list :
plt.plot(hist[key])
plt.show()
hist_list = []
for noise_koef in np.linspace(0,1,num=5) :
noise = np.random.normal(loc=0.5,scale=0.16,size=x_train.shape)
x_part_noise = x_train + noise_koef * noise
model = Sequential()
hist = neural_net (model)
hist_list.append(hist.history)
Train on 160 samples, validate on 18 samples Epoch 1/500 160/160 [==============================] - 1s 4ms/step - loss: -14.9827 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 2/500 160/160 [==============================] - 0s 38us/step - loss: -15.1985 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 3/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 4/500 160/160 [==============================] - 0s 50us/step - loss: -15.2638 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 5/500 160/160 [==============================] - 0s 63us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 6/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 7/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 8/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 9/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 10/500 160/160 [==============================] - 0s 38us/step - loss: -15.2697 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 11/500 160/160 [==============================] - 0s 38us/step - loss: -15.3402 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 12/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 13/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 14/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 15/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 16/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 17/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 18/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 19/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 20/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 21/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 22/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 23/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 24/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 25/500 160/160 [==============================] - 0s 44us/step - loss: -15.3333 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 26/500 160/160 [==============================] - 0s 44us/step - loss: -15.2761 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 27/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 28/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 29/500 160/160 [==============================] - 0s 38us/step - loss: -15.1194 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 30/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 31/500 160/160 [==============================] - 0s 44us/step - loss: -15.3218 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 32/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 33/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 34/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 35/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 36/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 37/500 160/160 [==============================] - 0s 44us/step - loss: -15.2830 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 38/500 160/160 [==============================] - 0s 44us/step - loss: -15.2419 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 39/500 160/160 [==============================] - 0s 38us/step - loss: -15.3333 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 40/500 160/160 [==============================] - 0s 38us/step - loss: -15.2934 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 41/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 42/500 160/160 [==============================] - 0s 38us/step - loss: -15.3296 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 43/500 160/160 [==============================] - 0s 44us/step - loss: -15.2962 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 44/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 45/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 46/500 160/160 [==============================] - 0s 38us/step - loss: -15.2020 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 47/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 48/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 49/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 50/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 51/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 52/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 53/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 54/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 55/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 56/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 57/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 58/500 160/160 [==============================] - 0s 44us/step - loss: -15.2955 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 59/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 60/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 61/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 62/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 63/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 64/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 65/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 66/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 67/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 68/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 69/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 70/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 71/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 72/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 73/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 74/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 75/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 76/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 77/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 78/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 79/500 160/160 [==============================] - 0s 100us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 80/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 81/500 160/160 [==============================] - 0s 69us/step - loss: -15.3242 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 82/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 83/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 84/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 85/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 86/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 87/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 88/500 160/160 [==============================] - 0s 38us/step - loss: -15.2479 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 89/500 160/160 [==============================] - 0s 56us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 90/500 160/160 [==============================] - 0s 50us/step - loss: -15.2491 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 91/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 92/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 93/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 94/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 95/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 96/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 97/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 98/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 99/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 100/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 101/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 102/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 103/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 104/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 105/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 106/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 107/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 108/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 109/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 110/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 111/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 112/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 113/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 114/500 160/160 [==============================] - 0s 38us/step - loss: -15.3247 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 115/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 116/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 117/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 118/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 119/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 120/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 121/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 122/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 123/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 124/500 160/160 [==============================] - 0s 44us/step - loss: -15.3402 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 125/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 126/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 127/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 128/500 160/160 [==============================] - 0s 44us/step - loss: -15.2608 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 129/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 130/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 131/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 132/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 133/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 134/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 135/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 136/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 137/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 138/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 139/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 140/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 141/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 142/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 143/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 144/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 145/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 146/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 147/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 148/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 149/500 160/160 [==============================] - 0s 44us/step - loss: -15.3408 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 150/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 151/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 152/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 153/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 154/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 155/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 156/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 157/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 158/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 159/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 160/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 161/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 162/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 163/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 164/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 165/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 166/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 167/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 168/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 169/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 170/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 171/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 172/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 173/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 174/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 175/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 176/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 177/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 178/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 179/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 180/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 181/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 182/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 183/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 184/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 185/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 186/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 187/500 160/160 [==============================] - 0s 38us/step - loss: -15.2134 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 188/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 189/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 190/500 160/160 [==============================] - 0s 31us/step - loss: -15.3005 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 191/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 192/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 193/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 194/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 195/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 196/500 160/160 [==============================] - 0s 38us/step - loss: -15.2867 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 197/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 198/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 199/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 200/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 201/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 202/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 203/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 204/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 205/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 206/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 207/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 208/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 209/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 210/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 211/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 212/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 213/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 214/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 215/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 216/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 217/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 218/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 219/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 220/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 221/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 222/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 223/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 224/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 225/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 226/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 227/500 160/160 [==============================] - 0s 38us/step - loss: -15.3359 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 228/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 229/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 230/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 231/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 232/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 233/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 234/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 235/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 236/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 237/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 238/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 239/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 240/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 241/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 242/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 243/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 244/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 245/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 246/500 160/160 [==============================] - 0s 31us/step - loss: -15.2427 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 247/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 248/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 249/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 250/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 251/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 252/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 253/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 254/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 255/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 256/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 257/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 258/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 259/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 260/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 261/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 262/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 263/500 160/160 [==============================] - 0s 31us/step - loss: -15.2430 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 264/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 265/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 266/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 267/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 268/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 269/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 270/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 271/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 272/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 273/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 274/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 275/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 276/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 277/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 278/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 279/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 280/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 281/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 282/500 160/160 [==============================] - 0s 44us/step - loss: -15.3296 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 283/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 284/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 285/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 286/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 287/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 288/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 289/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 290/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 291/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 292/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 293/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 294/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 295/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 296/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 297/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 298/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 299/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 300/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 301/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 302/500 160/160 [==============================] - 0s 44us/step - loss: -15.2434 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 303/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 304/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 305/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 306/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 307/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 308/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 309/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 310/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 311/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 312/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 313/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 314/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 315/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 316/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 317/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 318/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 319/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 320/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 321/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 322/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 323/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 324/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 325/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 326/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 327/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 328/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 329/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 330/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 331/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 332/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 333/500 160/160 [==============================] - 0s 44us/step - loss: -15.2437 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 334/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 335/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 336/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 337/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 338/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 339/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 340/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 341/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 342/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 343/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 344/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 345/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 346/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 347/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 348/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 349/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 350/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 351/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 352/500 160/160 [==============================] - 0s 38us/step - loss: -15.1466 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 353/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 354/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 355/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 356/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 357/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 358/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 359/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 360/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 361/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 362/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 363/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 364/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 365/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 366/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 367/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 368/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 369/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 370/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 371/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 372/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 373/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 374/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 375/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 376/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 377/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 378/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 379/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 380/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 381/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 382/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 383/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 384/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 385/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 386/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 387/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 388/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 389/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 390/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 391/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 392/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 393/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 394/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 395/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 396/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 397/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 398/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 399/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 400/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 401/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 402/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 403/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 404/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 405/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 406/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 407/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 408/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 409/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 410/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 411/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 412/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 413/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 414/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 415/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 416/500 160/160 [==============================] - 0s 50us/step - loss: -15.3377 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 417/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 418/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 419/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 420/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 421/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 422/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 423/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 424/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 425/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 426/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 427/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 428/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 429/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 430/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 431/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 432/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 433/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 434/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 435/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 436/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 437/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 438/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 439/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 440/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 441/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 442/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 443/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 444/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 445/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 446/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 447/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 448/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 449/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 450/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 451/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 452/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 453/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 454/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 455/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 456/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 457/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 458/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 459/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 460/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 461/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 462/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 463/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 464/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 465/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 466/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 467/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 468/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 469/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 470/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 471/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 472/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 473/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 474/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 475/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 476/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 477/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 478/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 479/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 480/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 481/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 482/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 483/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 484/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 485/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 486/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 487/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 488/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 489/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 490/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 491/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 492/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 493/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 494/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 495/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 496/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 497/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 498/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 499/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 500/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Train on 160 samples, validate on 18 samples Epoch 1/500 160/160 [==============================] - 1s 4ms/step - loss: 31.6261 - acc: 0.0000e+00 - val_loss: 27.7589 - val_acc: 0.0000e+00 Epoch 2/500 160/160 [==============================] - 0s 44us/step - loss: 31.6318 - acc: 0.0000e+00 - val_loss: 27.7589 - val_acc: 0.0000e+00 Epoch 3/500 160/160 [==============================] - 0s 44us/step - loss: 31.6318 - acc: 0.0000e+00 - val_loss: 27.7589 - val_acc: 0.0000e+00 Epoch 4/500 160/160 [==============================] - 0s 38us/step - loss: 31.4248 - acc: 0.0000e+00 - val_loss: 27.7589 - val_acc: 0.0000e+00 Epoch 5/500 160/160 [==============================] - 0s 44us/step - loss: 31.5505 - acc: 0.0000e+00 - val_loss: 27.7589 - val_acc: 0.0000e+00 Epoch 6/500 160/160 [==============================] - 0s 38us/step - loss: 31.3103 - acc: 0.0000e+00 - val_loss: 27.7589 - val_acc: 0.0000e+00 Epoch 7/500 160/160 [==============================] - 0s 44us/step - loss: 30.9989 - acc: 0.0000e+00 - val_loss: 27.7589 - val_acc: 0.0000e+00 Epoch 8/500 160/160 [==============================] - 0s 38us/step - loss: 31.2015 - acc: 0.0000e+00 - val_loss: 27.7589 - val_acc: 0.0000e+00 Epoch 9/500 160/160 [==============================] - 0s 44us/step - loss: 30.6483 - acc: 0.0062 - val_loss: 27.7589 - val_acc: 0.0000e+00 Epoch 10/500 160/160 [==============================] - 0s 38us/step - loss: 30.4972 - acc: 0.0062 - val_loss: 27.7589 - val_acc: 0.0000e+00 Epoch 11/500 160/160 [==============================] - 0s 44us/step - loss: 30.4114 - acc: 0.0062 - val_loss: 27.7589 - val_acc: 0.0000e+00 Epoch 12/500 160/160 [==============================] - 0s 38us/step - loss: 29.4291 - acc: 0.0000e+00 - val_loss: 27.7589 - val_acc: 0.0000e+00 Epoch 13/500 160/160 [==============================] - 0s 38us/step - loss: 31.3293 - acc: 0.0000e+00 - val_loss: 27.7589 - val_acc: 0.0000e+00 Epoch 14/500 160/160 [==============================] - 0s 44us/step - loss: 30.0473 - acc: 0.0062 - val_loss: 27.7589 - val_acc: 0.0000e+00 Epoch 15/500 160/160 [==============================] - 0s 38us/step - loss: 29.8004 - acc: 0.0062 - val_loss: 27.7589 - val_acc: 0.0000e+00 Epoch 16/500 160/160 [==============================] - 0s 38us/step - loss: 29.8594 - acc: 0.0000e+00 - val_loss: 27.7589 - val_acc: 0.0000e+00 Epoch 17/500 160/160 [==============================] - 0s 44us/step - loss: 26.3126 - acc: 0.0187 - val_loss: 27.7589 - val_acc: 0.0000e+00 Epoch 18/500 160/160 [==============================] - 0s 38us/step - loss: 26.4925 - acc: 0.0062 - val_loss: 27.7589 - val_acc: 0.0000e+00 Epoch 19/500 160/160 [==============================] - 0s 38us/step - loss: 22.7845 - acc: 0.0375 - val_loss: 27.7589 - val_acc: 0.0000e+00 Epoch 20/500 160/160 [==============================] - 0s 44us/step - loss: 25.7894 - acc: 0.0500 - val_loss: 26.6211 - val_acc: 0.0000e+00 Epoch 21/500 160/160 [==============================] - 0s 44us/step - loss: 15.9974 - acc: 0.0875 - val_loss: -9.3357 - val_acc: 0.3333 Epoch 22/500 160/160 [==============================] - 0s 44us/step - loss: 1.6443 - acc: 0.1812 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 23/500 160/160 [==============================] - 0s 38us/step - loss: -8.0601 - acc: 0.2625 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 24/500 160/160 [==============================] - 0s 44us/step - loss: -14.0489 - acc: 0.3125 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 25/500 160/160 [==============================] - 0s 38us/step - loss: -12.2786 - acc: 0.3250 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 26/500 160/160 [==============================] - 0s 44us/step - loss: -15.2157 - acc: 0.3250 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 27/500 160/160 [==============================] - 0s 38us/step - loss: -11.2507 - acc: 0.3188 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 28/500 160/160 [==============================] - 0s 44us/step - loss: -13.6044 - acc: 0.3250 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 29/500 160/160 [==============================] - 0s 38us/step - loss: -13.6257 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 30/500 160/160 [==============================] - 0s 44us/step - loss: -14.9341 - acc: 0.3125 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 31/500 160/160 [==============================] - 0s 44us/step - loss: -13.8125 - acc: 0.3062 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 32/500 160/160 [==============================] - 0s 38us/step - loss: -12.4539 - acc: 0.3188 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 33/500 160/160 [==============================] - 0s 44us/step - loss: -12.6345 - acc: 0.3062 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 34/500 160/160 [==============================] - 0s 38us/step - loss: -12.3553 - acc: 0.3125 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 35/500 160/160 [==============================] - 0s 38us/step - loss: -14.3668 - acc: 0.3188 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 36/500 160/160 [==============================] - 0s 38us/step - loss: -13.9397 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 37/500 160/160 [==============================] - 0s 44us/step - loss: -14.3329 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 38/500 160/160 [==============================] - 0s 44us/step - loss: -13.1371 - acc: 0.3250 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 39/500 160/160 [==============================] - 0s 38us/step - loss: -12.9373 - acc: 0.3250 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 40/500 160/160 [==============================] - 0s 44us/step - loss: -13.7382 - acc: 0.3188 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 41/500 160/160 [==============================] - 0s 38us/step - loss: -12.3514 - acc: 0.3188 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 42/500 160/160 [==============================] - 0s 38us/step - loss: -14.1401 - acc: 0.3188 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 43/500 160/160 [==============================] - 0s 38us/step - loss: -13.1371 - acc: 0.3250 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 44/500 160/160 [==============================] - 0s 44us/step - loss: -12.8134 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 45/500 160/160 [==============================] - 0s 44us/step - loss: -13.3306 - acc: 0.3250 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 46/500 160/160 [==============================] - 0s 44us/step - loss: -14.8420 - acc: 0.3188 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 47/500 160/160 [==============================] - 0s 44us/step - loss: -12.0512 - acc: 0.3062 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 48/500 160/160 [==============================] - 0s 38us/step - loss: -13.9015 - acc: 0.3250 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 49/500 160/160 [==============================] - 0s 38us/step - loss: -13.4273 - acc: 0.3250 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 50/500 160/160 [==============================] - 0s 38us/step - loss: -13.8702 - acc: 0.3125 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 51/500 160/160 [==============================] - 0s 38us/step - loss: -14.3223 - acc: 0.3125 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 52/500 160/160 [==============================] - 0s 44us/step - loss: -14.1126 - acc: 0.3250 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 53/500 160/160 [==============================] - 0s 38us/step - loss: -13.7757 - acc: 0.3062 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 54/500 160/160 [==============================] - 0s 38us/step - loss: -14.6329 - acc: 0.3250 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 55/500 160/160 [==============================] - 0s 44us/step - loss: -13.3234 - acc: 0.3188 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 56/500 160/160 [==============================] - 0s 38us/step - loss: -12.6473 - acc: 0.3188 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 57/500 160/160 [==============================] - 0s 44us/step - loss: -13.7032 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 58/500 160/160 [==============================] - 0s 38us/step - loss: -14.6095 - acc: 0.3188 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 59/500 160/160 [==============================] - 0s 38us/step - loss: -13.4257 - acc: 0.3188 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 60/500 160/160 [==============================] - 0s 38us/step - loss: -14.7634 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 61/500 160/160 [==============================] - 0s 38us/step - loss: -14.1240 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 62/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 63/500 160/160 [==============================] - 0s 44us/step - loss: -14.5170 - acc: 0.3250 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 64/500 160/160 [==============================] - 0s 38us/step - loss: -15.1312 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 65/500 160/160 [==============================] - 0s 38us/step - loss: -15.0500 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 66/500 160/160 [==============================] - 0s 38us/step - loss: -14.7494 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 67/500 160/160 [==============================] - 0s 38us/step - loss: -15.2368 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 68/500 160/160 [==============================] - 0s 38us/step - loss: -15.3359 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 69/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 70/500 160/160 [==============================] - 0s 44us/step - loss: -15.2648 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 71/500 160/160 [==============================] - 0s 44us/step - loss: -14.9686 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 72/500 160/160 [==============================] - 0s 44us/step - loss: -15.2293 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 73/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 74/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 75/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 76/500 160/160 [==============================] - 0s 38us/step - loss: -15.2929 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 77/500 160/160 [==============================] - 0s 44us/step - loss: -15.3393 - acc: 0.3250 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 78/500 160/160 [==============================] - 0s 44us/step - loss: -15.1912 - acc: 0.3250 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 79/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 80/500 160/160 [==============================] - 0s 44us/step - loss: -14.9102 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 81/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 82/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 83/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 84/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 85/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 86/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 87/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 88/500 160/160 [==============================] - 0s 38us/step - loss: -15.3359 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 89/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 90/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 91/500 160/160 [==============================] - 0s 38us/step - loss: -15.1452 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 92/500 160/160 [==============================] - 0s 44us/step - loss: -14.8887 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 93/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 94/500 160/160 [==============================] - 0s 38us/step - loss: -15.1968 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 95/500 160/160 [==============================] - 0s 38us/step - loss: -15.0226 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 96/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 97/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 98/500 160/160 [==============================] - 0s 38us/step - loss: -15.1154 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 99/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 100/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 101/500 160/160 [==============================] - 0s 38us/step - loss: -15.3402 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 102/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 103/500 160/160 [==============================] - 0s 38us/step - loss: -15.1417 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 104/500 160/160 [==============================] - 0s 38us/step - loss: -15.1599 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 105/500 160/160 [==============================] - 0s 44us/step - loss: -15.3054 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 106/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 107/500 160/160 [==============================] - 0s 38us/step - loss: -15.2691 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 108/500 160/160 [==============================] - 0s 38us/step - loss: -15.1959 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 109/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 110/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 111/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 112/500 160/160 [==============================] - 0s 38us/step - loss: -15.3049 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 113/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 114/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 115/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 116/500 160/160 [==============================] - 0s 38us/step - loss: -15.2784 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 117/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 118/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 119/500 160/160 [==============================] - 0s 44us/step - loss: -15.3210 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 120/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 121/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 122/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 123/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 124/500 160/160 [==============================] - 0s 38us/step - loss: -15.1817 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 125/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 126/500 160/160 [==============================] - 0s 38us/step - loss: -15.2965 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 127/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 128/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 129/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 130/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 131/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 132/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 133/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 134/500 160/160 [==============================] - 0s 38us/step - loss: -15.2289 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 135/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 136/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 137/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 138/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 139/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 140/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 141/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 142/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 143/500 160/160 [==============================] - 0s 38us/step - loss: -15.2445 - acc: 0.3250 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 144/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 145/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 146/500 160/160 [==============================] - 0s 38us/step - loss: -15.3345 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 147/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 148/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 149/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 150/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 151/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 152/500 160/160 [==============================] - 0s 38us/step - loss: -15.3402 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 153/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 154/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 155/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 156/500 160/160 [==============================] - 0s 44us/step - loss: -15.3226 - acc: 0.3250 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 157/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 158/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 159/500 160/160 [==============================] - 0s 38us/step - loss: -15.3359 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 160/500 160/160 [==============================] - 0s 38us/step - loss: -15.2668 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 161/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 162/500 160/160 [==============================] - 0s 38us/step - loss: -15.1828 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 163/500 160/160 [==============================] - 0s 44us/step - loss: -15.3171 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 164/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 165/500 160/160 [==============================] - 0s 44us/step - loss: -15.1907 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 166/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 167/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 168/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 169/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 170/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 171/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 172/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 173/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 174/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 175/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 176/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 177/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 178/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 179/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 180/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 181/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 182/500 160/160 [==============================] - 0s 44us/step - loss: -15.3276 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 183/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 184/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 185/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 186/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 187/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 188/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 189/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 190/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 191/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 192/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 193/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 194/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 195/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 196/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 197/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 198/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 199/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 200/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 201/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 202/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 203/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 204/500 160/160 [==============================] - 0s 38us/step - loss: -15.0106 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 205/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 206/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 207/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 208/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 209/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 210/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 211/500 160/160 [==============================] - 0s 38us/step - loss: -15.2234 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 212/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 213/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 214/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 215/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 216/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 217/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 218/500 160/160 [==============================] - 0s 69us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 219/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 220/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 221/500 160/160 [==============================] - 0s 50us/step - loss: -15.1881 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 222/500 160/160 [==============================] - 0s 56us/step - loss: -15.3221 - acc: 0.3250 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 223/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 224/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 225/500 160/160 [==============================] - 0s 44us/step - loss: -15.3078 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 226/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 227/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 228/500 160/160 [==============================] - 0s 56us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 229/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 230/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 231/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 232/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 233/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 234/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 235/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 236/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 237/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 238/500 160/160 [==============================] - 0s 50us/step - loss: -15.3272 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 239/500 160/160 [==============================] - 0s 44us/step - loss: -15.1332 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 240/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 241/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 242/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 243/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 244/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 245/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 246/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 247/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 248/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 249/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 250/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 251/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 252/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 253/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 254/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 255/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 256/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 257/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 258/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 259/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 260/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 261/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 262/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 263/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 264/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 265/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 266/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 267/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 268/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 269/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 270/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 271/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 272/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 273/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 274/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 275/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 276/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 277/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 278/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 279/500 160/160 [==============================] - 0s 38us/step - loss: -15.2531 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 280/500 160/160 [==============================] - 0s 38us/step - loss: -15.1548 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 281/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 282/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 283/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 284/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 285/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 286/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 287/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 288/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 289/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 290/500 160/160 [==============================] - 0s 38us/step - loss: -15.2686 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 291/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 292/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 293/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 294/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 295/500 160/160 [==============================] - 0s 44us/step - loss: -15.2934 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 296/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 297/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 298/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 299/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 300/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 301/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 302/500 160/160 [==============================] - 0s 38us/step - loss: -15.3000 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 303/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 304/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 305/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 306/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 307/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 308/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 309/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 310/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 311/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 312/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 313/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 314/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 315/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 316/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 317/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 318/500 160/160 [==============================] - 0s 38us/step - loss: -15.2884 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 319/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 320/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 321/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 322/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 323/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 324/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 325/500 160/160 [==============================] - 0s 44us/step - loss: -15.1234 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 326/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 327/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 328/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 329/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 330/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 331/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 332/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 333/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 334/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 335/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 336/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 337/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 338/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 339/500 160/160 [==============================] - 0s 44us/step - loss: -15.3377 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 340/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 341/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 342/500 160/160 [==============================] - 0s 44us/step - loss: -15.2980 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 343/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 344/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 345/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 346/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 347/500 160/160 [==============================] - 0s 44us/step - loss: -15.1861 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 348/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 349/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 350/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 351/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 352/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 353/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 354/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 355/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 356/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 357/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 358/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 359/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 360/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 361/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 362/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 363/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 364/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 365/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 366/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 367/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 368/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 369/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 370/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 371/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 372/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 373/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 374/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 375/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 376/500 160/160 [==============================] - 0s 44us/step - loss: -15.3402 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 377/500 160/160 [==============================] - 0s 44us/step - loss: -15.3171 - acc: 0.3250 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 378/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 379/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 380/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 381/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 382/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 383/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 384/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 385/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 386/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 387/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 388/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 389/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 390/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 391/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 392/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 393/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 394/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 395/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 396/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 397/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 398/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 399/500 160/160 [==============================] - 0s 44us/step - loss: -15.3402 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 400/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 401/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 402/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 403/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 404/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 405/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 406/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 407/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 408/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 409/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 410/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 411/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 412/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 413/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 414/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 415/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 416/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 417/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 418/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 419/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 420/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 421/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 422/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 423/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 424/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 425/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 426/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 427/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 428/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 429/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 430/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 431/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 432/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 433/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 434/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 435/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 436/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 437/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 438/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 439/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 440/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 441/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 442/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 443/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 444/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 445/500 160/160 [==============================] - 0s 44us/step - loss: -15.1213 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 446/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 447/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 448/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 449/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 450/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 451/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 452/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 453/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 454/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 455/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 456/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 457/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 458/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 459/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 460/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 461/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 462/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 463/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 464/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 465/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 466/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 467/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 468/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 469/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 470/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 471/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 472/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 473/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 474/500 160/160 [==============================] - 0s 38us/step - loss: -15.3402 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 475/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 476/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 477/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 478/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 479/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 480/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 481/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 482/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 483/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 484/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 485/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 486/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 487/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 488/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 489/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 490/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 491/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 492/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 493/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 494/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 495/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 496/500 160/160 [==============================] - 0s 31us/step - loss: -14.9762 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 497/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 498/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 499/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 500/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Train on 160 samples, validate on 18 samples Epoch 1/500 160/160 [==============================] - 1s 5ms/step - loss: 31.6318 - acc: 0.0000e+00 - val_loss: 27.7589 - val_acc: 0.0000e+00 Epoch 2/500 160/160 [==============================] - 0s 44us/step - loss: 31.6318 - acc: 0.0000e+00 - val_loss: 27.7589 - val_acc: 0.0000e+00 Epoch 3/500 160/160 [==============================] - 0s 38us/step - loss: 31.6318 - acc: 0.0000e+00 - val_loss: 27.7589 - val_acc: 0.0000e+00 Epoch 4/500 160/160 [==============================] - 0s 31us/step - loss: 31.5586 - acc: 0.0000e+00 - val_loss: 27.7589 - val_acc: 0.0000e+00 Epoch 5/500 160/160 [==============================] - 0s 31us/step - loss: 31.5684 - acc: 0.0000e+00 - val_loss: 27.7589 - val_acc: 0.0000e+00 Epoch 6/500 160/160 [==============================] - 0s 31us/step - loss: 31.6318 - acc: 0.0000e+00 - val_loss: 27.7589 - val_acc: 0.0000e+00 Epoch 7/500 160/160 [==============================] - 0s 38us/step - loss: 31.6318 - acc: 0.0000e+00 - val_loss: 27.7589 - val_acc: 0.0000e+00 Epoch 8/500 160/160 [==============================] - 0s 31us/step - loss: 31.6318 - acc: 0.0000e+00 - val_loss: 27.7589 - val_acc: 0.0000e+00 Epoch 9/500 160/160 [==============================] - 0s 44us/step - loss: 31.6318 - acc: 0.0000e+00 - val_loss: 27.7589 - val_acc: 0.0000e+00 Epoch 10/500 160/160 [==============================] - 0s 38us/step - loss: 31.6318 - acc: 0.0000e+00 - val_loss: 27.7589 - val_acc: 0.0000e+00 Epoch 11/500 160/160 [==============================] - 0s 38us/step - loss: 31.6318 - acc: 0.0000e+00 - val_loss: 27.7589 - val_acc: 0.0000e+00 Epoch 12/500 160/160 [==============================] - 0s 38us/step - loss: 31.0101 - acc: 0.0000e+00 - val_loss: 27.7589 - val_acc: 0.0000e+00 Epoch 13/500 160/160 [==============================] - 0s 31us/step - loss: 31.6318 - acc: 0.0000e+00 - val_loss: 27.7589 - val_acc: 0.0000e+00 Epoch 14/500 160/160 [==============================] - 0s 38us/step - loss: 31.3751 - acc: 0.0062 - val_loss: 27.7589 - val_acc: 0.0000e+00 Epoch 15/500 160/160 [==============================] - 0s 38us/step - loss: 30.8953 - acc: 0.0000e+00 - val_loss: 27.7589 - val_acc: 0.0000e+00 Epoch 16/500 160/160 [==============================] - 0s 31us/step - loss: 30.9704 - acc: 0.0000e+00 - val_loss: 27.7589 - val_acc: 0.0000e+00 Epoch 17/500 160/160 [==============================] - 0s 38us/step - loss: 30.3977 - acc: 0.0125 - val_loss: 27.7589 - val_acc: 0.0000e+00 Epoch 18/500 160/160 [==============================] - 0s 31us/step - loss: 27.6743 - acc: 0.0125 - val_loss: 27.7589 - val_acc: 0.0000e+00 Epoch 19/500 160/160 [==============================] - 0s 38us/step - loss: 20.7181 - acc: 0.0375 - val_loss: 27.7589 - val_acc: 0.0000e+00 Epoch 20/500 160/160 [==============================] - 0s 38us/step - loss: 24.1505 - acc: 0.0500 - val_loss: 27.7589 - val_acc: 0.0000e+00 Epoch 21/500 160/160 [==============================] - 0s 31us/step - loss: 21.2019 - acc: 0.0438 - val_loss: 27.7589 - val_acc: 0.0000e+00 Epoch 22/500 160/160 [==============================] - 0s 31us/step - loss: 24.9784 - acc: 0.0625 - val_loss: 27.7589 - val_acc: 0.0000e+00 Epoch 23/500 160/160 [==============================] - 0s 38us/step - loss: 21.7482 - acc: 0.0750 - val_loss: 27.4453 - val_acc: 0.0000e+00 Epoch 24/500 160/160 [==============================] - 0s 38us/step - loss: 23.2691 - acc: 0.0250 - val_loss: 26.8088 - val_acc: 0.0000e+00 Epoch 25/500 160/160 [==============================] - 0s 38us/step - loss: 21.4593 - acc: 0.0625 - val_loss: -7.2199 - val_acc: 0.3333 Epoch 26/500 160/160 [==============================] - 0s 31us/step - loss: 6.9909 - acc: 0.1938 - val_loss: -9.4785 - val_acc: 0.3333 Epoch 27/500 160/160 [==============================] - 0s 38us/step - loss: -7.3845 - acc: 0.2812 - val_loss: -11.4529 - val_acc: 0.3333 Epoch 28/500 160/160 [==============================] - 0s 38us/step - loss: -10.4757 - acc: 0.3062 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 29/500 160/160 [==============================] - 0s 31us/step - loss: -12.2303 - acc: 0.3062 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 30/500 160/160 [==============================] - 0s 38us/step - loss: -14.2235 - acc: 0.3062 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 31/500 160/160 [==============================] - 0s 38us/step - loss: -14.3421 - acc: 0.3250 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 32/500 160/160 [==============================] - 0s 38us/step - loss: -13.4557 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 33/500 160/160 [==============================] - 0s 38us/step - loss: -14.1593 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 34/500 160/160 [==============================] - 0s 38us/step - loss: -14.8309 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 35/500 160/160 [==============================] - 0s 31us/step - loss: -14.8431 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 36/500 160/160 [==============================] - 0s 38us/step - loss: -14.6151 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 37/500 160/160 [==============================] - 0s 38us/step - loss: -14.4015 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 38/500 160/160 [==============================] - 0s 38us/step - loss: -14.6809 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 39/500 160/160 [==============================] - 0s 38us/step - loss: -14.6512 - acc: 0.3188 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 40/500 160/160 [==============================] - 0s 31us/step - loss: -14.7927 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 41/500 160/160 [==============================] - 0s 38us/step - loss: -14.6310 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 42/500 160/160 [==============================] - 0s 38us/step - loss: -14.8126 - acc: 0.3250 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 43/500 160/160 [==============================] - 0s 38us/step - loss: -15.2164 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 44/500 160/160 [==============================] - 0s 44us/step - loss: -15.1187 - acc: 0.3188 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 45/500 160/160 [==============================] - 0s 31us/step - loss: -15.0853 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 46/500 160/160 [==============================] - 0s 31us/step - loss: -14.9427 - acc: 0.3250 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 47/500 160/160 [==============================] - 0s 38us/step - loss: -14.4932 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 48/500 160/160 [==============================] - 0s 31us/step - loss: -14.5685 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 49/500 160/160 [==============================] - 0s 31us/step - loss: -14.7846 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 50/500 160/160 [==============================] - 0s 31us/step - loss: -15.3244 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 51/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 52/500 160/160 [==============================] - 0s 38us/step - loss: -15.1431 - acc: 0.3188 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 53/500 160/160 [==============================] - 0s 38us/step - loss: -15.3100 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 54/500 160/160 [==============================] - 0s 38us/step - loss: -14.4565 - acc: 0.3250 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 55/500 160/160 [==============================] - 0s 38us/step - loss: -14.6546 - acc: 0.3188 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 56/500 160/160 [==============================] - 0s 31us/step - loss: -15.2438 - acc: 0.3250 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 57/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 58/500 160/160 [==============================] - 0s 38us/step - loss: -15.2438 - acc: 0.3250 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 59/500 160/160 [==============================] - 0s 38us/step - loss: -14.8221 - acc: 0.3250 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 60/500 160/160 [==============================] - 0s 38us/step - loss: -14.9810 - acc: 0.3188 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 61/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 62/500 160/160 [==============================] - 0s 31us/step - loss: -14.3069 - acc: 0.3250 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 63/500 160/160 [==============================] - 0s 38us/step - loss: -14.5582 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 64/500 160/160 [==============================] - 0s 31us/step - loss: -15.1567 - acc: 0.3250 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 65/500 160/160 [==============================] - 0s 38us/step - loss: -14.5971 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 66/500 160/160 [==============================] - 0s 38us/step - loss: -15.2132 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 67/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 68/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 69/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 70/500 160/160 [==============================] - 0s 38us/step - loss: -15.1134 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 71/500 160/160 [==============================] - 0s 31us/step - loss: -14.9902 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 72/500 160/160 [==============================] - 0s 38us/step - loss: -14.7790 - acc: 0.3250 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 73/500 160/160 [==============================] - 0s 38us/step - loss: -14.9567 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 74/500 160/160 [==============================] - 0s 31us/step - loss: -15.2497 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 75/500 160/160 [==============================] - 0s 31us/step - loss: -15.2767 - acc: 0.3250 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 76/500 160/160 [==============================] - 0s 38us/step - loss: -14.7423 - acc: 0.3250 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 77/500 160/160 [==============================] - 0s 38us/step - loss: -14.5419 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 78/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 79/500 160/160 [==============================] - 0s 38us/step - loss: -15.2580 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 80/500 160/160 [==============================] - 0s 38us/step - loss: -15.2438 - acc: 0.3250 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 81/500 160/160 [==============================] - 0s 38us/step - loss: -15.3345 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 82/500 160/160 [==============================] - 0s 38us/step - loss: -15.3063 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 83/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 84/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 85/500 160/160 [==============================] - 0s 31us/step - loss: -15.3308 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 86/500 160/160 [==============================] - 0s 38us/step - loss: -14.8431 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 87/500 160/160 [==============================] - 0s 38us/step - loss: -15.3029 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 88/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 89/500 160/160 [==============================] - 0s 31us/step - loss: -15.0830 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 90/500 160/160 [==============================] - 0s 38us/step - loss: -15.0434 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 91/500 160/160 [==============================] - 0s 38us/step - loss: -15.2944 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 92/500 160/160 [==============================] - 0s 38us/step - loss: -15.2326 - acc: 0.3250 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 93/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 94/500 160/160 [==============================] - 0s 38us/step - loss: -15.1527 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 95/500 160/160 [==============================] - 0s 38us/step - loss: -14.6636 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 96/500 160/160 [==============================] - 0s 31us/step - loss: -15.3261 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 97/500 160/160 [==============================] - 0s 31us/step - loss: -14.8101 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 98/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 99/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 100/500 160/160 [==============================] - 0s 38us/step - loss: -15.0124 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 101/500 160/160 [==============================] - 0s 38us/step - loss: -15.3116 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 102/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 103/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 104/500 160/160 [==============================] - 0s 38us/step - loss: -15.3084 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 105/500 160/160 [==============================] - 0s 38us/step - loss: -15.3402 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 106/500 160/160 [==============================] - 0s 31us/step - loss: -14.9098 - acc: 0.3250 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 107/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 108/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 109/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 110/500 160/160 [==============================] - 0s 38us/step - loss: -15.3359 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 111/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 112/500 160/160 [==============================] - 0s 31us/step - loss: -15.0549 - acc: 0.3250 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 113/500 160/160 [==============================] - 0s 38us/step - loss: -15.2496 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 114/500 160/160 [==============================] - 0s 38us/step - loss: -14.8393 - acc: 0.3250 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 115/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 116/500 160/160 [==============================] - 0s 38us/step - loss: -15.2438 - acc: 0.3250 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 117/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 118/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 119/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 120/500 160/160 [==============================] - 0s 38us/step - loss: -15.2224 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 121/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 122/500 160/160 [==============================] - 0s 38us/step - loss: -15.3150 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 123/500 160/160 [==============================] - 0s 38us/step - loss: -14.8431 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 124/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 125/500 160/160 [==============================] - 0s 44us/step - loss: -15.1896 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 126/500 160/160 [==============================] - 0s 38us/step - loss: -15.2163 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 127/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 128/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 129/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 130/500 160/160 [==============================] - 0s 38us/step - loss: -14.8431 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 131/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 132/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 133/500 160/160 [==============================] - 0s 44us/step - loss: -14.9427 - acc: 0.3250 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 134/500 160/160 [==============================] - 0s 44us/step - loss: -14.8431 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 135/500 160/160 [==============================] - 0s 44us/step - loss: -15.2438 - acc: 0.3250 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 136/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 137/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 138/500 160/160 [==============================] - 0s 44us/step - loss: -14.8797 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 139/500 160/160 [==============================] - 0s 44us/step - loss: -15.3268 - acc: 0.3250 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 140/500 160/160 [==============================] - 0s 50us/step - loss: -15.3402 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 141/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 142/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 143/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 144/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 145/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 146/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 147/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 148/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 149/500 160/160 [==============================] - 0s 44us/step - loss: -15.0726 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 150/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 151/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 152/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 153/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 154/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 155/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 156/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 157/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 158/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 159/500 160/160 [==============================] - 0s 38us/step - loss: -15.3345 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 160/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 161/500 160/160 [==============================] - 0s 44us/step - loss: -15.2105 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 162/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 163/500 160/160 [==============================] - 0s 38us/step - loss: -15.0948 - acc: 0.3250 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 164/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 165/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 166/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 167/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 168/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 169/500 160/160 [==============================] - 0s 44us/step - loss: -15.1645 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 170/500 160/160 [==============================] - 0s 38us/step - loss: -14.8431 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 171/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 172/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 173/500 160/160 [==============================] - 0s 44us/step - loss: -14.7423 - acc: 0.3250 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 174/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 175/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 176/500 160/160 [==============================] - 0s 44us/step - loss: -15.2438 - acc: 0.3250 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 177/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 178/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 179/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 180/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 181/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 182/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 183/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 184/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 185/500 160/160 [==============================] - 0s 44us/step - loss: -15.3194 - acc: 0.3250 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 186/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 187/500 160/160 [==============================] - 0s 38us/step - loss: -15.1688 - acc: 0.3250 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 188/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 189/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 190/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 191/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 192/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 193/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 194/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 195/500 160/160 [==============================] - 0s 38us/step - loss: -15.3088 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 196/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 197/500 160/160 [==============================] - 0s 38us/step - loss: -15.2751 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 198/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 199/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 200/500 160/160 [==============================] - 0s 38us/step - loss: -15.2571 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 201/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 202/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 203/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 204/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 205/500 160/160 [==============================] - 0s 44us/step - loss: -15.2820 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 206/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 207/500 160/160 [==============================] - 0s 38us/step - loss: -15.1458 - acc: 0.3250 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 208/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 209/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 210/500 160/160 [==============================] - 0s 44us/step - loss: -15.3308 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 211/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 212/500 160/160 [==============================] - 0s 44us/step - loss: -15.1476 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 213/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 214/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 215/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 216/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 217/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 218/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 219/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 220/500 160/160 [==============================] - 0s 44us/step - loss: -15.3308 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 221/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 222/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 223/500 160/160 [==============================] - 0s 44us/step - loss: -15.3027 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 224/500 160/160 [==============================] - 0s 38us/step - loss: -15.3402 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 225/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 226/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 227/500 160/160 [==============================] - 0s 44us/step - loss: -15.0005 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 228/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 229/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 230/500 160/160 [==============================] - 0s 44us/step - loss: -15.2958 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 231/500 160/160 [==============================] - 0s 44us/step - loss: -15.1481 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 232/500 160/160 [==============================] - 0s 38us/step - loss: -15.2625 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 233/500 160/160 [==============================] - 0s 38us/step - loss: -15.3443 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 234/500 160/160 [==============================] - 0s 38us/step - loss: -15.2438 - acc: 0.3250 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 235/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 236/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 237/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 238/500 160/160 [==============================] - 0s 38us/step - loss: -15.2438 - acc: 0.3250 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 239/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 240/500 160/160 [==============================] - 0s 44us/step - loss: -15.2110 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 241/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 242/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 243/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 244/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 245/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 246/500 160/160 [==============================] - 0s 44us/step - loss: -15.2438 - acc: 0.3250 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 247/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 248/500 160/160 [==============================] - 0s 44us/step - loss: -15.3308 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 249/500 160/160 [==============================] - 0s 38us/step - loss: -15.2516 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 250/500 160/160 [==============================] - 0s 38us/step - loss: -14.8431 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 251/500 160/160 [==============================] - 0s 44us/step - loss: -15.3333 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 252/500 160/160 [==============================] - 0s 38us/step - loss: -15.2982 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 253/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 254/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 255/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 256/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 257/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 258/500 160/160 [==============================] - 0s 38us/step - loss: -15.3005 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 259/500 160/160 [==============================] - 0s 44us/step - loss: -15.2438 - acc: 0.3250 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 260/500 160/160 [==============================] - 0s 38us/step - loss: -15.3001 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 261/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 262/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 263/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 264/500 160/160 [==============================] - 0s 44us/step - loss: -15.3272 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 265/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 266/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 267/500 160/160 [==============================] - 0s 44us/step - loss: -15.3244 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 268/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 269/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 270/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 271/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 272/500 160/160 [==============================] - 0s 38us/step - loss: -15.2916 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 273/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 274/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 275/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 276/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 277/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 278/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 279/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 280/500 160/160 [==============================] - 0s 50us/step - loss: -15.2673 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 281/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 282/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 283/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 284/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 285/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 286/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 287/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 288/500 160/160 [==============================] - 0s 100us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 289/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 290/500 160/160 [==============================] - 0s 38us/step - loss: -15.1075 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 291/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 292/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 293/500 160/160 [==============================] - 0s 44us/step - loss: -14.8431 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 294/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 295/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 296/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 297/500 160/160 [==============================] - 0s 63us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 298/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 299/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 300/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 301/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 302/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 303/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 304/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 305/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 306/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 307/500 160/160 [==============================] - 0s 44us/step - loss: -14.8431 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 308/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 309/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 310/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 311/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 312/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 313/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 314/500 160/160 [==============================] - 0s 38us/step - loss: -15.3285 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 315/500 160/160 [==============================] - 0s 38us/step - loss: -15.0602 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 316/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 317/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 318/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 319/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 320/500 160/160 [==============================] - 0s 38us/step - loss: -15.2430 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 321/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 322/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 323/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 324/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 325/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 326/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 327/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 328/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 329/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 330/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 331/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 332/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 333/500 160/160 [==============================] - 0s 38us/step - loss: -15.3285 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 334/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 335/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 336/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 337/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 338/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 339/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 340/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 341/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 342/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 343/500 160/160 [==============================] - 0s 38us/step - loss: -15.2792 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 344/500 160/160 [==============================] - 0s 38us/step - loss: -15.3058 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 345/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 346/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 347/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 348/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 349/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 350/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 351/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 352/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 353/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 354/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 355/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 356/500 160/160 [==============================] - 0s 44us/step - loss: -15.0980 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 357/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 358/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 359/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 360/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 361/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 362/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 363/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 364/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 365/500 160/160 [==============================] - 0s 38us/step - loss: -15.2940 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 366/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 367/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 368/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 369/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 370/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 371/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 372/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 373/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 374/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 375/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 376/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 377/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 378/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 379/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 380/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 381/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 382/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 383/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 384/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 385/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 386/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 387/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 388/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 389/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 390/500 160/160 [==============================] - 0s 44us/step - loss: -15.0266 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 391/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 392/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 393/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 394/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 395/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 396/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 397/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 398/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 399/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 400/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 401/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 402/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 403/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 404/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 405/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 406/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 407/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 408/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 409/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 410/500 160/160 [==============================] - 0s 44us/step - loss: -14.9768 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 411/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 412/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 413/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 414/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 415/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 416/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 417/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 418/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 419/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 420/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 421/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 422/500 160/160 [==============================] - 0s 44us/step - loss: -15.2256 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 423/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 424/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 425/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 426/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 427/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 428/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 429/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 430/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 431/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 432/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 433/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 434/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 435/500 160/160 [==============================] - 0s 44us/step - loss: -15.3099 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 436/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 437/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 438/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 439/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 440/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 441/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 442/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 443/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 444/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 445/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 446/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 447/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 448/500 160/160 [==============================] - 0s 44us/step - loss: -15.3315 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 449/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 450/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 451/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 452/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 453/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 454/500 160/160 [==============================] - 0s 38us/step - loss: -15.2447 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 455/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 456/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 457/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 458/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 459/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 460/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 461/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 462/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 463/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 464/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 465/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 466/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 467/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 468/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 469/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 470/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 471/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 472/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 473/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 474/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 475/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 476/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 477/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 478/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 479/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 480/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 481/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 482/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 483/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 484/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 485/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 486/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 487/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 488/500 160/160 [==============================] - 0s 38us/step - loss: -15.1242 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 489/500 160/160 [==============================] - 0s 44us/step - loss: -15.1302 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 490/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 491/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 492/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 493/500 160/160 [==============================] - 0s 38us/step - loss: -15.3222 - acc: 0.3250 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 494/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 495/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 496/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 497/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 498/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 499/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 500/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Train on 160 samples, validate on 18 samples Epoch 1/500 160/160 [==============================] - 1s 5ms/step - loss: 31.3758 - acc: 0.0000e+00 - val_loss: 27.7589 - val_acc: 0.0000e+00 Epoch 2/500 160/160 [==============================] - 0s 44us/step - loss: 31.2901 - acc: 0.0000e+00 - val_loss: 27.7589 - val_acc: 0.0000e+00 Epoch 3/500 160/160 [==============================] - 0s 38us/step - loss: 30.9851 - acc: 0.0000e+00 - val_loss: 27.7589 - val_acc: 0.0000e+00 Epoch 4/500 160/160 [==============================] - 0s 38us/step - loss: 30.7651 - acc: 0.0000e+00 - val_loss: 27.7589 - val_acc: 0.0000e+00 Epoch 5/500 160/160 [==============================] - 0s 44us/step - loss: 29.8423 - acc: 0.0125 - val_loss: 27.7589 - val_acc: 0.0000e+00 Epoch 6/500 160/160 [==============================] - 0s 44us/step - loss: 31.1227 - acc: 0.0062 - val_loss: 27.7589 - val_acc: 0.0000e+00 Epoch 7/500 160/160 [==============================] - 0s 38us/step - loss: 30.5425 - acc: 0.0062 - val_loss: 27.7589 - val_acc: 0.0000e+00 Epoch 8/500 160/160 [==============================] - 0s 44us/step - loss: 30.4504 - acc: 0.0000e+00 - val_loss: 27.7589 - val_acc: 0.0000e+00 Epoch 9/500 160/160 [==============================] - 0s 38us/step - loss: 29.7347 - acc: 0.0125 - val_loss: 27.7589 - val_acc: 0.0000e+00 Epoch 10/500 160/160 [==============================] - 0s 38us/step - loss: 30.1368 - acc: 0.0062 - val_loss: 27.7589 - val_acc: 0.0000e+00 Epoch 11/500 160/160 [==============================] - 0s 38us/step - loss: 30.3709 - acc: 0.0000e+00 - val_loss: 27.7589 - val_acc: 0.0000e+00 Epoch 12/500 160/160 [==============================] - 0s 44us/step - loss: 31.0256 - acc: 0.0062 - val_loss: 27.7589 - val_acc: 0.0000e+00 Epoch 13/500 160/160 [==============================] - 0s 50us/step - loss: 30.1247 - acc: 0.0187 - val_loss: 27.7589 - val_acc: 0.0000e+00 Epoch 14/500 160/160 [==============================] - 0s 44us/step - loss: 29.8432 - acc: 0.0187 - val_loss: 27.7589 - val_acc: 0.0000e+00 Epoch 15/500 160/160 [==============================] - 0s 38us/step - loss: 30.3207 - acc: 0.0000e+00 - val_loss: 27.7589 - val_acc: 0.0000e+00 Epoch 16/500 160/160 [==============================] - 0s 44us/step - loss: 28.6694 - acc: 0.0062 - val_loss: 27.7589 - val_acc: 0.0000e+00 Epoch 17/500 160/160 [==============================] - 0s 50us/step - loss: 26.9093 - acc: 0.0500 - val_loss: 27.7589 - val_acc: 0.0000e+00 Epoch 18/500 160/160 [==============================] - 0s 38us/step - loss: 19.9009 - acc: 0.0687 - val_loss: 27.6591 - val_acc: 0.0000e+00 Epoch 19/500 160/160 [==============================] - 0s 44us/step - loss: 10.9593 - acc: 0.1313 - val_loss: -6.5729 - val_acc: 0.3333 Epoch 20/500 160/160 [==============================] - 0s 38us/step - loss: -4.8527 - acc: 0.2750 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 21/500 160/160 [==============================] - 0s 38us/step - loss: -13.3717 - acc: 0.3188 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 22/500 160/160 [==============================] - 0s 44us/step - loss: -15.2622 - acc: 0.3250 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 23/500 160/160 [==============================] - 0s 38us/step - loss: -13.7486 - acc: 0.3250 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 24/500 160/160 [==============================] - 0s 31us/step - loss: -14.2833 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 25/500 160/160 [==============================] - 0s 38us/step - loss: -15.1029 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 26/500 160/160 [==============================] - 0s 38us/step - loss: -14.6998 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 27/500 160/160 [==============================] - 0s 38us/step - loss: -15.3071 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 28/500 160/160 [==============================] - 0s 50us/step - loss: -15.1595 - acc: 0.3250 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 29/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 30/500 160/160 [==============================] - 0s 44us/step - loss: -15.3088 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 31/500 160/160 [==============================] - 0s 38us/step - loss: -15.1038 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 32/500 160/160 [==============================] - 0s 44us/step - loss: -15.3441 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 33/500 160/160 [==============================] - 0s 44us/step - loss: -14.8387 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 34/500 160/160 [==============================] - 0s 44us/step - loss: -14.9648 - acc: 0.3250 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 35/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 36/500 160/160 [==============================] - 0s 38us/step - loss: -14.9257 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 37/500 160/160 [==============================] - 0s 38us/step - loss: -15.1123 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 38/500 160/160 [==============================] - 0s 44us/step - loss: -15.2438 - acc: 0.3250 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 39/500 160/160 [==============================] - 0s 38us/step - loss: -15.2563 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 40/500 160/160 [==============================] - 0s 38us/step - loss: -15.2563 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 41/500 160/160 [==============================] - 0s 44us/step - loss: -15.2177 - acc: 0.3250 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 42/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 43/500 160/160 [==============================] - 0s 38us/step - loss: -15.2712 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 44/500 160/160 [==============================] - 0s 38us/step - loss: -15.2934 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 45/500 160/160 [==============================] - 0s 44us/step - loss: -15.2459 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 46/500 160/160 [==============================] - 0s 44us/step - loss: -15.0294 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 47/500 160/160 [==============================] - 0s 38us/step - loss: -14.9858 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 48/500 160/160 [==============================] - 0s 38us/step - loss: -15.2819 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 49/500 160/160 [==============================] - 0s 44us/step - loss: -15.1420 - acc: 0.3250 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 50/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 51/500 160/160 [==============================] - 0s 38us/step - loss: -15.2935 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 52/500 160/160 [==============================] - 0s 44us/step - loss: -15.1591 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 53/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 54/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 55/500 160/160 [==============================] - 0s 38us/step - loss: -15.2438 - acc: 0.3250 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 56/500 160/160 [==============================] - 0s 38us/step - loss: -14.7168 - acc: 0.3250 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 57/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 58/500 160/160 [==============================] - 0s 38us/step - loss: -15.0252 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 59/500 160/160 [==============================] - 0s 38us/step - loss: -15.2112 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 60/500 160/160 [==============================] - 0s 38us/step - loss: -15.2459 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 61/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 62/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 63/500 160/160 [==============================] - 0s 44us/step - loss: -15.2988 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 64/500 160/160 [==============================] - 0s 38us/step - loss: -15.3261 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 65/500 160/160 [==============================] - 0s 44us/step - loss: -15.2765 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 66/500 160/160 [==============================] - 0s 38us/step - loss: -14.8431 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 67/500 160/160 [==============================] - 0s 38us/step - loss: -15.3359 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 68/500 160/160 [==============================] - 0s 44us/step - loss: -15.3321 - acc: 0.3250 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 69/500 160/160 [==============================] - 0s 44us/step - loss: -15.1971 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 70/500 160/160 [==============================] - 0s 44us/step - loss: -15.2667 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 71/500 160/160 [==============================] - 0s 44us/step - loss: -15.2256 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 72/500 160/160 [==============================] - 0s 44us/step - loss: -15.0434 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 73/500 160/160 [==============================] - 0s 44us/step - loss: -15.3221 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 74/500 160/160 [==============================] - 0s 38us/step - loss: -15.2438 - acc: 0.3250 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 75/500 160/160 [==============================] - 0s 50us/step - loss: -15.3205 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 76/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 77/500 160/160 [==============================] - 0s 38us/step - loss: -15.3315 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 78/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 79/500 160/160 [==============================] - 0s 38us/step - loss: -14.8395 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 80/500 160/160 [==============================] - 0s 38us/step - loss: -15.3402 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 81/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 82/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 83/500 160/160 [==============================] - 0s 44us/step - loss: -15.3333 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 84/500 160/160 [==============================] - 0s 44us/step - loss: -14.8431 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 85/500 160/160 [==============================] - 0s 38us/step - loss: -14.8387 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 86/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 87/500 160/160 [==============================] - 0s 44us/step - loss: -15.3252 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 88/500 160/160 [==============================] - 0s 44us/step - loss: -14.8020 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 89/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 90/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 91/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 92/500 160/160 [==============================] - 0s 44us/step - loss: -15.3345 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 93/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 94/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 95/500 160/160 [==============================] - 0s 38us/step - loss: -15.3359 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 96/500 160/160 [==============================] - 0s 38us/step - loss: -15.1682 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 97/500 160/160 [==============================] - 0s 38us/step - loss: -15.2577 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 98/500 160/160 [==============================] - 0s 44us/step - loss: -15.3442 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 99/500 160/160 [==============================] - 0s 38us/step - loss: -15.3160 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 100/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 101/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 102/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 103/500 160/160 [==============================] - 0s 44us/step - loss: -15.3072 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 104/500 160/160 [==============================] - 0s 38us/step - loss: -15.2438 - acc: 0.3250 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 105/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 106/500 160/160 [==============================] - 0s 38us/step - loss: -15.1849 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 107/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 108/500 160/160 [==============================] - 0s 38us/step - loss: -15.3308 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 109/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 110/500 160/160 [==============================] - 0s 38us/step - loss: -15.3062 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 111/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 112/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 113/500 160/160 [==============================] - 0s 44us/step - loss: -15.1452 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 114/500 160/160 [==============================] - 0s 38us/step - loss: -15.1989 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 115/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 116/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 117/500 160/160 [==============================] - 0s 44us/step - loss: -15.2925 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 118/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 119/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 120/500 160/160 [==============================] - 0s 38us/step - loss: -15.2188 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 121/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 122/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 123/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 124/500 160/160 [==============================] - 0s 38us/step - loss: -15.2700 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 125/500 160/160 [==============================] - 0s 44us/step - loss: -15.0424 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 126/500 160/160 [==============================] - 0s 44us/step - loss: -15.2432 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 127/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 128/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 129/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 130/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 131/500 160/160 [==============================] - 0s 44us/step - loss: -15.3359 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 132/500 160/160 [==============================] - 0s 44us/step - loss: -15.2438 - acc: 0.3250 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 133/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 134/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 135/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 136/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 137/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 138/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 139/500 160/160 [==============================] - 0s 44us/step - loss: -15.1454 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 140/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 141/500 160/160 [==============================] - 0s 38us/step - loss: -15.0969 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 142/500 160/160 [==============================] - 0s 44us/step - loss: -15.3033 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 143/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 144/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 145/500 160/160 [==============================] - 0s 63us/step - loss: -14.8431 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 146/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 147/500 160/160 [==============================] - 0s 50us/step - loss: -15.2884 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 148/500 160/160 [==============================] - 0s 56us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 149/500 160/160 [==============================] - 0s 56us/step - loss: -15.1455 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 150/500 160/160 [==============================] - 0s 50us/step - loss: -15.2834 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 151/500 160/160 [==============================] - 0s 44us/step - loss: -15.3051 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 152/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 153/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 154/500 160/160 [==============================] - 0s 50us/step - loss: -14.7423 - acc: 0.3250 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 155/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 156/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 157/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 158/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 159/500 160/160 [==============================] - 0s 50us/step - loss: -15.2433 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 160/500 160/160 [==============================] - 0s 44us/step - loss: -14.8499 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 161/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 162/500 160/160 [==============================] - 0s 44us/step - loss: -15.0449 - acc: 0.3250 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 163/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 164/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 165/500 160/160 [==============================] - 0s 56us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 166/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 167/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 168/500 160/160 [==============================] - 0s 56us/step - loss: -15.1457 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 169/500 160/160 [==============================] - 0s 50us/step - loss: -15.2605 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 170/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 171/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 172/500 160/160 [==============================] - 0s 50us/step - loss: -15.0070 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 173/500 160/160 [==============================] - 0s 50us/step - loss: -15.2190 - acc: 0.3250 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 174/500 160/160 [==============================] - 0s 50us/step - loss: -15.3125 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 175/500 160/160 [==============================] - 0s 50us/step - loss: -15.2438 - acc: 0.3250 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 176/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 177/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 178/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 179/500 160/160 [==============================] - 0s 50us/step - loss: -15.3359 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 180/500 160/160 [==============================] - 0s 56us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 181/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 182/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 183/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 184/500 160/160 [==============================] - 0s 50us/step - loss: -15.1369 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 185/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 186/500 160/160 [==============================] - 0s 44us/step - loss: -15.2435 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 187/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 188/500 160/160 [==============================] - 0s 50us/step - loss: -15.3411 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 189/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 190/500 160/160 [==============================] - 0s 50us/step - loss: -15.3071 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 191/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 192/500 160/160 [==============================] - 0s 44us/step - loss: -15.1379 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 193/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 194/500 160/160 [==============================] - 0s 44us/step - loss: -15.1300 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 195/500 160/160 [==============================] - 0s 44us/step - loss: -15.1475 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 196/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 197/500 160/160 [==============================] - 0s 44us/step - loss: -15.3359 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 198/500 160/160 [==============================] - 0s 56us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 199/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 200/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 201/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 202/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 203/500 160/160 [==============================] - 0s 44us/step - loss: -15.3005 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 204/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 205/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 206/500 160/160 [==============================] - 0s 50us/step - loss: -15.2437 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 207/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 208/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 209/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 210/500 160/160 [==============================] - 0s 50us/step - loss: -15.2635 - acc: 0.3250 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 211/500 160/160 [==============================] - 0s 50us/step - loss: -15.1558 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 212/500 160/160 [==============================] - 0s 44us/step - loss: -15.2437 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 213/500 160/160 [==============================] - 0s 50us/step - loss: -15.2653 - acc: 0.3250 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 214/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 215/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 216/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 217/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 218/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 219/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 220/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 221/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 222/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 223/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 224/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 225/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 226/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 227/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 228/500 160/160 [==============================] - 0s 50us/step - loss: -15.2806 - acc: 0.3250 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 229/500 160/160 [==============================] - 0s 44us/step - loss: -15.2842 - acc: 0.3250 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 230/500 160/160 [==============================] - 0s 44us/step - loss: -15.0166 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 231/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 232/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 233/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 234/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 235/500 160/160 [==============================] - 0s 44us/step - loss: -15.3137 - acc: 0.3250 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 236/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 237/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 238/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 239/500 160/160 [==============================] - 0s 50us/step - loss: -15.3326 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 240/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 241/500 160/160 [==============================] - 0s 50us/step - loss: -15.1465 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 242/500 160/160 [==============================] - 0s 44us/step - loss: -15.3126 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 243/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 244/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 245/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 246/500 160/160 [==============================] - 0s 56us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 247/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 248/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 249/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 250/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 251/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 252/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 253/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 254/500 160/160 [==============================] - 0s 44us/step - loss: -15.3268 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 255/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 256/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 257/500 160/160 [==============================] - 0s 38us/step - loss: -15.3359 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 258/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 259/500 160/160 [==============================] - 0s 44us/step - loss: -15.2042 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 260/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 261/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 262/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 263/500 160/160 [==============================] - 0s 38us/step - loss: -15.3327 - acc: 0.3250 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 264/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 265/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 266/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 267/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 268/500 160/160 [==============================] - 0s 44us/step - loss: -15.2440 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 269/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 270/500 160/160 [==============================] - 0s 44us/step - loss: -15.1467 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 271/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 272/500 160/160 [==============================] - 0s 44us/step - loss: -15.3377 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 273/500 160/160 [==============================] - 0s 38us/step - loss: -15.2034 - acc: 0.3250 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 274/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 275/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 276/500 160/160 [==============================] - 0s 38us/step - loss: -15.2441 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 277/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 278/500 160/160 [==============================] - 0s 44us/step - loss: -15.3304 - acc: 0.3250 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 279/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 280/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 281/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 282/500 160/160 [==============================] - 0s 44us/step - loss: -15.1071 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 283/500 160/160 [==============================] - 0s 44us/step - loss: -15.2442 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 284/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 285/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 286/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 287/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 288/500 160/160 [==============================] - 0s 44us/step - loss: -15.3414 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 289/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 290/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 291/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 292/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 293/500 160/160 [==============================] - 0s 44us/step - loss: -15.1351 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 294/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 295/500 160/160 [==============================] - 0s 38us/step - loss: -15.1473 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 296/500 160/160 [==============================] - 0s 38us/step - loss: -15.1473 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 297/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 298/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 299/500 160/160 [==============================] - 0s 38us/step - loss: -15.3413 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 300/500 160/160 [==============================] - 0s 31us/step - loss: -15.3402 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 301/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 302/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 303/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 304/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 305/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 306/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 307/500 160/160 [==============================] - 0s 44us/step - loss: -15.1475 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 308/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 309/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 310/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 311/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 312/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 313/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 314/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 315/500 160/160 [==============================] - 0s 44us/step - loss: -15.3414 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 316/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 317/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 318/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 319/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 320/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 321/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 322/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 323/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 324/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 325/500 160/160 [==============================] - 0s 44us/step - loss: -15.2445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 326/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 327/500 160/160 [==============================] - 0s 44us/step - loss: -15.3414 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 328/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 329/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 330/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 331/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 332/500 160/160 [==============================] - 0s 44us/step - loss: -15.1091 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 333/500 160/160 [==============================] - 0s 38us/step - loss: -15.3414 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 334/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 335/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 336/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 337/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 338/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 339/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 340/500 160/160 [==============================] - 0s 44us/step - loss: -15.1477 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 341/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 342/500 160/160 [==============================] - 0s 44us/step - loss: -15.1478 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 343/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 344/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 345/500 160/160 [==============================] - 0s 44us/step - loss: -15.1222 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 346/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 347/500 160/160 [==============================] - 0s 38us/step - loss: -15.3415 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 348/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 349/500 160/160 [==============================] - 0s 38us/step - loss: -15.3415 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 350/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 351/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 352/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 353/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 354/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 355/500 160/160 [==============================] - 0s 38us/step - loss: -15.1480 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 356/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 357/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 358/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 359/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 360/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 361/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 362/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 363/500 160/160 [==============================] - 0s 44us/step - loss: -15.2448 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 364/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 365/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 366/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 367/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 368/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 369/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 370/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 371/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 372/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 373/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 374/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 375/500 160/160 [==============================] - 0s 44us/step - loss: -15.2418 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 376/500 160/160 [==============================] - 0s 44us/step - loss: -15.1482 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 377/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 378/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 379/500 160/160 [==============================] - 0s 38us/step - loss: -15.2449 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 380/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 381/500 160/160 [==============================] - 0s 38us/step - loss: -15.1483 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 382/500 160/160 [==============================] - 0s 44us/step - loss: -15.3416 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 383/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 384/500 160/160 [==============================] - 0s 44us/step - loss: -15.1484 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 385/500 160/160 [==============================] - 0s 38us/step - loss: -15.2450 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 386/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 387/500 160/160 [==============================] - 0s 44us/step - loss: -15.2451 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 388/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 389/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 390/500 160/160 [==============================] - 0s 38us/step - loss: -15.1486 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 391/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 392/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 393/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 394/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 395/500 160/160 [==============================] - 0s 44us/step - loss: -15.2452 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 396/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 397/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 398/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 399/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 400/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 401/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 402/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 403/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 404/500 160/160 [==============================] - 0s 38us/step - loss: -15.0461 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 405/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 406/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 407/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 408/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 409/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 410/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 411/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 412/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 413/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 414/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 415/500 160/160 [==============================] - 0s 38us/step - loss: -15.0497 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 416/500 160/160 [==============================] - 0s 38us/step - loss: -14.9505 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 417/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 418/500 160/160 [==============================] - 0s 106us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 419/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 420/500 160/160 [==============================] - 0s 44us/step - loss: -15.2430 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 421/500 160/160 [==============================] - 0s 50us/step - loss: -15.2341 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 422/500 160/160 [==============================] - 0s 38us/step - loss: -15.3417 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 423/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 424/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 425/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 426/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 427/500 160/160 [==============================] - 0s 69us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 428/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 429/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 430/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 431/500 160/160 [==============================] - 0s 44us/step - loss: -15.1494 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 432/500 160/160 [==============================] - 0s 38us/step - loss: -15.1466 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 433/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 434/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 435/500 160/160 [==============================] - 0s 44us/step - loss: -15.3417 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 436/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 437/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 438/500 160/160 [==============================] - 0s 38us/step - loss: -15.3359 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 439/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 440/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 441/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 442/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 443/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 444/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 445/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 446/500 160/160 [==============================] - 0s 44us/step - loss: -15.3414 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 447/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 448/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 449/500 160/160 [==============================] - 0s 50us/step - loss: -15.2461 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 450/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 451/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 452/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 453/500 160/160 [==============================] - 0s 44us/step - loss: -15.3418 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 454/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 455/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 456/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 457/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 458/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 459/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 460/500 160/160 [==============================] - 0s 44us/step - loss: -15.3390 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 461/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 462/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 463/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 464/500 160/160 [==============================] - 0s 44us/step - loss: -15.1498 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 465/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 466/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 467/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 468/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 469/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 470/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 471/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 472/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 473/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 474/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 475/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 476/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 477/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 478/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 479/500 160/160 [==============================] - 0s 44us/step - loss: -15.2458 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 480/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 481/500 160/160 [==============================] - 0s 38us/step - loss: -15.1540 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 482/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 483/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 484/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 485/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 486/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 487/500 160/160 [==============================] - 0s 38us/step - loss: -15.3430 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 488/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 489/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 490/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 491/500 160/160 [==============================] - 0s 44us/step - loss: -15.2517 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 492/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 493/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 494/500 160/160 [==============================] - 0s 38us/step - loss: -15.3443 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 495/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 496/500 160/160 [==============================] - 0s 38us/step - loss: -15.1816 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 497/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 498/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 499/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 500/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Train on 160 samples, validate on 18 samples Epoch 1/500 160/160 [==============================] - 1s 5ms/step - loss: -14.6709 - acc: 0.3250 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 2/500 160/160 [==============================] - 0s 38us/step - loss: -15.2582 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 3/500 160/160 [==============================] - 0s 38us/step - loss: -15.3359 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 4/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 5/500 160/160 [==============================] - 0s 50us/step - loss: -15.1663 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 6/500 160/160 [==============================] - 0s 44us/step - loss: -15.1411 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 7/500 160/160 [==============================] - 0s 44us/step - loss: -15.2210 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 8/500 160/160 [==============================] - 0s 44us/step - loss: -15.3403 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 9/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 10/500 160/160 [==============================] - 0s 38us/step - loss: -14.9306 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 11/500 160/160 [==============================] - 0s 38us/step - loss: -15.2408 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 12/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 13/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 14/500 160/160 [==============================] - 0s 44us/step - loss: -15.3035 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 15/500 160/160 [==============================] - 0s 38us/step - loss: -15.3403 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 16/500 160/160 [==============================] - 0s 31us/step - loss: -15.3403 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 17/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 18/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 19/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 20/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 21/500 160/160 [==============================] - 0s 38us/step - loss: -15.1154 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 22/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 23/500 160/160 [==============================] - 0s 44us/step - loss: -15.3403 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 24/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 25/500 160/160 [==============================] - 0s 44us/step - loss: -15.2998 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 26/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 27/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 28/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 29/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 30/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 31/500 160/160 [==============================] - 0s 44us/step - loss: -15.3403 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 32/500 160/160 [==============================] - 0s 38us/step - loss: -15.2409 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 33/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 34/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 35/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 36/500 160/160 [==============================] - 0s 50us/step - loss: -15.1414 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 37/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 38/500 160/160 [==============================] - 0s 44us/step - loss: -15.2288 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 39/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 40/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 41/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 42/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 43/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 44/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 45/500 160/160 [==============================] - 0s 38us/step - loss: -15.1453 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 46/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 47/500 160/160 [==============================] - 0s 38us/step - loss: -15.2628 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 48/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 49/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 50/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 51/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 52/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 53/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 54/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 55/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 56/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 57/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 58/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 59/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 60/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 61/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 62/500 160/160 [==============================] - 0s 50us/step - loss: -15.3440 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 63/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 64/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 65/500 160/160 [==============================] - 0s 44us/step - loss: -15.3403 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 66/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 67/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 68/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 69/500 160/160 [==============================] - 0s 38us/step - loss: -15.2084 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 70/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 71/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 72/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 73/500 160/160 [==============================] - 0s 44us/step - loss: -15.2154 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 74/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 75/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 76/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 77/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 78/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 79/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 80/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 81/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 82/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 83/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 84/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 85/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 86/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 87/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 88/500 160/160 [==============================] - 0s 38us/step - loss: -15.3166 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 89/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 90/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 91/500 160/160 [==============================] - 0s 44us/step - loss: -15.3182 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 92/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 93/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 94/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 95/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 96/500 160/160 [==============================] - 0s 38us/step - loss: -15.2756 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 97/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 98/500 160/160 [==============================] - 0s 44us/step - loss: -15.3258 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 99/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 100/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 101/500 160/160 [==============================] - 0s 38us/step - loss: -15.2668 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 102/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 103/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 104/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 105/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 106/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 107/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 108/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 109/500 160/160 [==============================] - 0s 44us/step - loss: -15.2209 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 110/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 111/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 112/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 113/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 114/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 115/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 116/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 117/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 118/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 119/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 120/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 121/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 122/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 123/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 124/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 125/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 126/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 127/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 128/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 129/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 130/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 131/500 160/160 [==============================] - 0s 38us/step - loss: -15.2420 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 132/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 133/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 134/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 135/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 136/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 137/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 138/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 139/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 140/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 141/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 142/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 143/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 144/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 145/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 146/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 147/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 148/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 149/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 150/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 151/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 152/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 153/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 154/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 155/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 156/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 157/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 158/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 159/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 160/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 161/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 162/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 163/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 164/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 165/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 166/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 167/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 168/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 169/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 170/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 171/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 172/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 173/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 174/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 175/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 176/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 177/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 178/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 179/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 180/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 181/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 182/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 183/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 184/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 185/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 186/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 187/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 188/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 189/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 190/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 191/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 192/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 193/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 194/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 195/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 196/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 197/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 198/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 199/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 200/500 160/160 [==============================] - 0s 38us/step - loss: -15.2021 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 201/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 202/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 203/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 204/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 205/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 206/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 207/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 208/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 209/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 210/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 211/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 212/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 213/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 214/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 215/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 216/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 217/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 218/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 219/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 220/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 221/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 222/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 223/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 224/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 225/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 226/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 227/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 228/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 229/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 230/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 231/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 232/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 233/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 234/500 160/160 [==============================] - 0s 44us/step - loss: -15.1958 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 235/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 236/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 237/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 238/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 239/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 240/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 241/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 242/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 243/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 244/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 245/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 246/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 247/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 248/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 249/500 160/160 [==============================] - 0s 44us/step - loss: -15.2672 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 250/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 251/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 252/500 160/160 [==============================] - 0s 38us/step - loss: -15.0200 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 253/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 254/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 255/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 256/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 257/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 258/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 259/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 260/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 261/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 262/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 263/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 264/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 265/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 266/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 267/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 268/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 269/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 270/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 271/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 272/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 273/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 274/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 275/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 276/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 277/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 278/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 279/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 280/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 281/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 282/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 283/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 284/500 160/160 [==============================] - 0s 56us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 285/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 286/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 287/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 288/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 289/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 290/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 291/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 292/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 293/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 294/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 295/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 296/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 297/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 298/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 299/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 300/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 301/500 160/160 [==============================] - 0s 44us/step - loss: -15.2831 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 302/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 303/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 304/500 160/160 [==============================] - 0s 44us/step - loss: -15.3064 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 305/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 306/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 307/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 308/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 309/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 310/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 311/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 312/500 160/160 [==============================] - 0s 38us/step - loss: -15.2661 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 313/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 314/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 315/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 316/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 317/500 160/160 [==============================] - 0s 38us/step - loss: -15.3377 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 318/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 319/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 320/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 321/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 322/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 323/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 324/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 325/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 326/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 327/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 328/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 329/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 330/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 331/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 332/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 333/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 334/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 335/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 336/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 337/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 338/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 339/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 340/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 341/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 342/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 343/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 344/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 345/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 346/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 347/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 348/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 349/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 350/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 351/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 352/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 353/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 354/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 355/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 356/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 357/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 358/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 359/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 360/500 160/160 [==============================] - 0s 44us/step - loss: -15.2434 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 361/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 362/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 363/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 364/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 365/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 366/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 367/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 368/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 369/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 370/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 371/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 372/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 373/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 374/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 375/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 376/500 160/160 [==============================] - 0s 38us/step - loss: -15.3199 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 377/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 378/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 379/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 380/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 381/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 382/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 383/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 384/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 385/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 386/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 387/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 388/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 389/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 390/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 391/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 392/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 393/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 394/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 395/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 396/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 397/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 398/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 399/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 400/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 401/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 402/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 403/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 404/500 160/160 [==============================] - 0s 44us/step - loss: -15.2438 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 405/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 406/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 407/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 408/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 409/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 410/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 411/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 412/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 413/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 414/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 415/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 416/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 417/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 418/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 419/500 160/160 [==============================] - 0s 44us/step - loss: -15.1468 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 420/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 421/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 422/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 423/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 424/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 425/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 426/500 160/160 [==============================] - 0s 56us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 427/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 428/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 429/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 430/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 431/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 432/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 433/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 434/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 435/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 436/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 437/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 438/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 439/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 440/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 441/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 442/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 443/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 444/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 445/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 446/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 447/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 448/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 449/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 450/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 451/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 452/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 453/500 160/160 [==============================] - 0s 56us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 454/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 455/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 456/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 457/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 458/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 459/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 460/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 461/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 462/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 463/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 464/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 465/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 466/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 467/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 468/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 469/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 470/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 471/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 472/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 473/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 474/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 475/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 476/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 477/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 478/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 479/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 480/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 481/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 482/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 483/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 484/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 485/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 486/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 487/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 488/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 489/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 490/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 491/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 492/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 493/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 494/500 160/160 [==============================] - 0s 50us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 495/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 496/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 497/500 160/160 [==============================] - 0s 44us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 498/500 160/160 [==============================] - 0s 31us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 499/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333 Epoch 500/500 160/160 [==============================] - 0s 38us/step - loss: -15.3445 - acc: 0.3312 - val_loss: -11.5139 - val_acc: 0.3333
for key in hist_list[0].keys() :
plt.figure(figsize=(10,5))
plt.grid(True)
plt.title('model with noise ' + key)
plt.ylabel(key)
plt.xlabel('epoch')
for hist in hist_list :
plt.plot(hist[key])
plt.show()