Reproducing "Machine Learning and Geophysical Inversion: A Numerical Study" paper by Russell (2019) in Python¶
Yohanes Nuwara
In [1]:
import numpy as np
import matplotlib.pyplot as plt
from keras.layers import Dense
from keras.models import Sequential
from keras.callbacks import ModelCheckpoint, LambdaCallback
In [43]:
# Make wavelet
def Ricker(f, t):
pift = np.pi * f * t
wav = (1 - 2 * pift ** 2) * np.exp(-pift ** 2)
return wav
t = np.linspace(-0.2,0.2,100)
w = Ricker(20, t)
# Make wedge model
length, depth = 40, 100
model = 1 + np.tri(depth, length, -depth//3)
model[:depth//3,:] = 0
rocks = np.array([[2700, 2750], [2400, 2450], [2800, 3000]])
earth = np.take(rocks, model.astype(int), axis=0)
imp = np.apply_along_axis(np.product, -1, earth)
rc = (imp[1:,:] - imp[:-1,:]) / (imp[1:,:] + imp[:-1,:])
synth = np.apply_along_axis(lambda t: np.convolve(t, w, mode='same'), axis=0, arr=rc)
plt.imshow(synth, cmap="cubehelix", aspect=0.2, interpolation='bicubic')
plt.title("Wedge Model", size=20)
plt.xlabel("x", size=15); plt.ylabel("z", size=15)
plt.show()
In [16]:
# Create a Neural Network
model = Sequential()
model.add(Dense(2, activation='sigmoid', use_bias=False, input_shape=(2,)))
model.add(Dense(1, activation='linear', use_bias=False))
model.compile(optimizer='adam', loss='mean_squared_error')
model.summary()
Model: "sequential_1" _________________________________________________________________ Layer (type) Output Shape Param # ================================================================= dense_2 (Dense) (None, 2) 4 _________________________________________________________________ dense_3 (Dense) (None, 1) 2 ================================================================= Total params: 6 Trainable params: 6 Non-trainable params: 0 _________________________________________________________________
In [3]:
# Create a callback that records weight of every epoch
weights_dict = {}
checkpoint = LambdaCallback \
( on_epoch_end=lambda epoch, logs: weights_dict.update({epoch:model.get_weights()}))
In [4]:
# Synthetic data: seismic trace
s = np.array([-0.1, 0.3, -0.3, 0.1])
x = np.ones(len(s))
X = np.vstack((x, s)).T
X
Out[4]:
array([[ 1. , -0.1],
[ 1. , 0.3],
[ 1. , -0.3],
[ 1. , 0.1]])
In [5]:
# Synthetic data: Reflectivity
y = np.array([0, 0.1, -0.1, 0]).T.reshape(-1,1)
y
Out[5]:
array([[ 0. ],
[ 0.1],
[-0.1],
[ 0. ]])
In [17]:
# Training with the model
callback = model.fit(X, y, epochs=5000, callbacks=[checkpoint])
Streaming output truncated to the last 5000 lines.
Epoch 2501/5000
1/1 [==============================] - 0s 11ms/step - loss: 5.1083e-04
Epoch 2502/5000
1/1 [==============================] - 0s 17ms/step - loss: 5.1082e-04
Epoch 2503/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.1081e-04
Epoch 2504/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.1080e-04
Epoch 2505/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.1079e-04
Epoch 2506/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.1078e-04
Epoch 2507/5000
1/1 [==============================] - 0s 10ms/step - loss: 5.1077e-04
Epoch 2508/5000
1/1 [==============================] - 0s 13ms/step - loss: 5.1076e-04
Epoch 2509/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.1075e-04
Epoch 2510/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.1074e-04
Epoch 2511/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.1073e-04
Epoch 2512/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.1072e-04
Epoch 2513/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.1070e-04
Epoch 2514/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.1069e-04
Epoch 2515/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.1068e-04
Epoch 2516/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.1067e-04
Epoch 2517/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.1066e-04
Epoch 2518/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.1065e-04
Epoch 2519/5000
1/1 [==============================] - 0s 11ms/step - loss: 5.1064e-04
Epoch 2520/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.1063e-04
Epoch 2521/5000
1/1 [==============================] - 0s 12ms/step - loss: 5.1062e-04
Epoch 2522/5000
1/1 [==============================] - 0s 12ms/step - loss: 5.1061e-04
Epoch 2523/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.1060e-04
Epoch 2524/5000
1/1 [==============================] - 0s 11ms/step - loss: 5.1060e-04
Epoch 2525/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.1059e-04
Epoch 2526/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.1058e-04
Epoch 2527/5000
1/1 [==============================] - 0s 25ms/step - loss: 5.1057e-04
Epoch 2528/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.1056e-04
Epoch 2529/5000
1/1 [==============================] - 0s 79ms/step - loss: 5.1055e-04
Epoch 2530/5000
1/1 [==============================] - 0s 20ms/step - loss: 5.1054e-04
Epoch 2531/5000
1/1 [==============================] - 0s 11ms/step - loss: 5.1053e-04
Epoch 2532/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.1052e-04
Epoch 2533/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.1051e-04
Epoch 2534/5000
1/1 [==============================] - 0s 13ms/step - loss: 5.1050e-04
Epoch 2535/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.1049e-04
Epoch 2536/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.1048e-04
Epoch 2537/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.1047e-04
Epoch 2538/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.1047e-04
Epoch 2539/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.1046e-04
Epoch 2540/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.1045e-04
Epoch 2541/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.1044e-04
Epoch 2542/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.1043e-04
Epoch 2543/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.1042e-04
Epoch 2544/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.1041e-04
Epoch 2545/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.1040e-04
Epoch 2546/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.1040e-04
Epoch 2547/5000
1/1 [==============================] - 0s 9ms/step - loss: 5.1039e-04
Epoch 2548/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.1038e-04
Epoch 2549/5000
1/1 [==============================] - 0s 11ms/step - loss: 5.1037e-04
Epoch 2550/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.1036e-04
Epoch 2551/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.1035e-04
Epoch 2552/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.1035e-04
Epoch 2553/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.1034e-04
Epoch 2554/5000
1/1 [==============================] - 0s 14ms/step - loss: 5.1033e-04
Epoch 2555/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.1032e-04
Epoch 2556/5000
1/1 [==============================] - 0s 12ms/step - loss: 5.1031e-04
Epoch 2557/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.1031e-04
Epoch 2558/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.1030e-04
Epoch 2559/5000
1/1 [==============================] - 0s 15ms/step - loss: 5.1029e-04
Epoch 2560/5000
1/1 [==============================] - 0s 10ms/step - loss: 5.1028e-04
Epoch 2561/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.1028e-04
Epoch 2562/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.1027e-04
Epoch 2563/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.1026e-04
Epoch 2564/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.1025e-04
Epoch 2565/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.1025e-04
Epoch 2566/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.1024e-04
Epoch 2567/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.1023e-04
Epoch 2568/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.1022e-04
Epoch 2569/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.1022e-04
Epoch 2570/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.1021e-04
Epoch 2571/5000
1/1 [==============================] - 0s 16ms/step - loss: 5.1020e-04
Epoch 2572/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.1019e-04
Epoch 2573/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.1019e-04
Epoch 2574/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.1018e-04
Epoch 2575/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.1017e-04
Epoch 2576/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.1017e-04
Epoch 2577/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.1016e-04
Epoch 2578/5000
1/1 [==============================] - 0s 19ms/step - loss: 5.1015e-04
Epoch 2579/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.1014e-04
Epoch 2580/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.1014e-04
Epoch 2581/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.1013e-04
Epoch 2582/5000
1/1 [==============================] - 0s 18ms/step - loss: 5.1012e-04
Epoch 2583/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.1012e-04
Epoch 2584/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.1011e-04
Epoch 2585/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.1010e-04
Epoch 2586/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.1010e-04
Epoch 2587/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.1009e-04
Epoch 2588/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.1008e-04
Epoch 2589/5000
1/1 [==============================] - 0s 11ms/step - loss: 5.1008e-04
Epoch 2590/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.1007e-04
Epoch 2591/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.1006e-04
Epoch 2592/5000
1/1 [==============================] - 0s 3ms/step - loss: 5.1006e-04
Epoch 2593/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.1005e-04
Epoch 2594/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.1005e-04
Epoch 2595/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.1004e-04
Epoch 2596/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.1003e-04
Epoch 2597/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.1003e-04
Epoch 2598/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.1002e-04
Epoch 2599/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.1002e-04
Epoch 2600/5000
1/1 [==============================] - 0s 11ms/step - loss: 5.1001e-04
Epoch 2601/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.1000e-04
Epoch 2602/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.1000e-04
Epoch 2603/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0999e-04
Epoch 2604/5000
1/1 [==============================] - 0s 13ms/step - loss: 5.0999e-04
Epoch 2605/5000
1/1 [==============================] - 0s 12ms/step - loss: 5.0998e-04
Epoch 2606/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0997e-04
Epoch 2607/5000
1/1 [==============================] - 0s 11ms/step - loss: 5.0997e-04
Epoch 2608/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0996e-04
Epoch 2609/5000
1/1 [==============================] - 0s 11ms/step - loss: 5.0996e-04
Epoch 2610/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0995e-04
Epoch 2611/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0994e-04
Epoch 2612/5000
1/1 [==============================] - 0s 15ms/step - loss: 5.0994e-04
Epoch 2613/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0993e-04
Epoch 2614/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0993e-04
Epoch 2615/5000
1/1 [==============================] - 0s 9ms/step - loss: 5.0992e-04
Epoch 2616/5000
1/1 [==============================] - 0s 13ms/step - loss: 5.0992e-04
Epoch 2617/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0991e-04
Epoch 2618/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0991e-04
Epoch 2619/5000
1/1 [==============================] - 0s 12ms/step - loss: 5.0990e-04
Epoch 2620/5000
1/1 [==============================] - 0s 13ms/step - loss: 5.0990e-04
Epoch 2621/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0989e-04
Epoch 2622/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0989e-04
Epoch 2623/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0988e-04
Epoch 2624/5000
1/1 [==============================] - 0s 15ms/step - loss: 5.0987e-04
Epoch 2625/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0987e-04
Epoch 2626/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0986e-04
Epoch 2627/5000
1/1 [==============================] - 0s 13ms/step - loss: 5.0986e-04
Epoch 2628/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0985e-04
Epoch 2629/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0985e-04
Epoch 2630/5000
1/1 [==============================] - 0s 12ms/step - loss: 5.0984e-04
Epoch 2631/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0984e-04
Epoch 2632/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0983e-04
Epoch 2633/5000
1/1 [==============================] - 0s 13ms/step - loss: 5.0983e-04
Epoch 2634/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0983e-04
Epoch 2635/5000
1/1 [==============================] - 0s 14ms/step - loss: 5.0982e-04
Epoch 2636/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0982e-04
Epoch 2637/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0981e-04
Epoch 2638/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0981e-04
Epoch 2639/5000
1/1 [==============================] - 0s 20ms/step - loss: 5.0980e-04
Epoch 2640/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0980e-04
Epoch 2641/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0979e-04
Epoch 2642/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0979e-04
Epoch 2643/5000
1/1 [==============================] - 0s 14ms/step - loss: 5.0978e-04
Epoch 2644/5000
1/1 [==============================] - 0s 10ms/step - loss: 5.0978e-04
Epoch 2645/5000
1/1 [==============================] - 0s 10ms/step - loss: 5.0977e-04
Epoch 2646/5000
1/1 [==============================] - 0s 21ms/step - loss: 5.0977e-04
Epoch 2647/5000
1/1 [==============================] - 0s 25ms/step - loss: 5.0976e-04
Epoch 2648/5000
1/1 [==============================] - 0s 11ms/step - loss: 5.0976e-04
Epoch 2649/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0976e-04
Epoch 2650/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0975e-04
Epoch 2651/5000
1/1 [==============================] - 0s 12ms/step - loss: 5.0975e-04
Epoch 2652/5000
1/1 [==============================] - 0s 23ms/step - loss: 5.0974e-04
Epoch 2653/5000
1/1 [==============================] - 0s 9ms/step - loss: 5.0974e-04
Epoch 2654/5000
1/1 [==============================] - 0s 14ms/step - loss: 5.0973e-04
Epoch 2655/5000
1/1 [==============================] - 0s 9ms/step - loss: 5.0973e-04
Epoch 2656/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0973e-04
Epoch 2657/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0972e-04
Epoch 2658/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0972e-04
Epoch 2659/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0971e-04
Epoch 2660/5000
1/1 [==============================] - 0s 15ms/step - loss: 5.0971e-04
Epoch 2661/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0970e-04
Epoch 2662/5000
1/1 [==============================] - 0s 13ms/step - loss: 5.0970e-04
Epoch 2663/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0970e-04
Epoch 2664/5000
1/1 [==============================] - 0s 13ms/step - loss: 5.0969e-04
Epoch 2665/5000
1/1 [==============================] - 0s 11ms/step - loss: 5.0969e-04
Epoch 2666/5000
1/1 [==============================] - 0s 10ms/step - loss: 5.0968e-04
Epoch 2667/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0968e-04
Epoch 2668/5000
1/1 [==============================] - 0s 25ms/step - loss: 5.0968e-04
Epoch 2669/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0967e-04
Epoch 2670/5000
1/1 [==============================] - 0s 11ms/step - loss: 5.0967e-04
Epoch 2671/5000
1/1 [==============================] - 0s 10ms/step - loss: 5.0967e-04
Epoch 2672/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0966e-04
Epoch 2673/5000
1/1 [==============================] - 0s 13ms/step - loss: 5.0966e-04
Epoch 2674/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0965e-04
Epoch 2675/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0965e-04
Epoch 2676/5000
1/1 [==============================] - 0s 9ms/step - loss: 5.0965e-04
Epoch 2677/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0964e-04
Epoch 2678/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0964e-04
Epoch 2679/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0964e-04
Epoch 2680/5000
1/1 [==============================] - 0s 10ms/step - loss: 5.0963e-04
Epoch 2681/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0963e-04
Epoch 2682/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0962e-04
Epoch 2683/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0962e-04
Epoch 2684/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0962e-04
Epoch 2685/5000
1/1 [==============================] - 0s 22ms/step - loss: 5.0961e-04
Epoch 2686/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0961e-04
Epoch 2687/5000
1/1 [==============================] - 0s 9ms/step - loss: 5.0961e-04
Epoch 2688/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0960e-04
Epoch 2689/5000
1/1 [==============================] - 0s 14ms/step - loss: 5.0960e-04
Epoch 2690/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0960e-04
Epoch 2691/5000
1/1 [==============================] - 0s 10ms/step - loss: 5.0959e-04
Epoch 2692/5000
1/1 [==============================] - 0s 23ms/step - loss: 5.0959e-04
Epoch 2693/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0959e-04
Epoch 2694/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0958e-04
Epoch 2695/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0958e-04
Epoch 2696/5000
1/1 [==============================] - 0s 13ms/step - loss: 5.0958e-04
Epoch 2697/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0957e-04
Epoch 2698/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0957e-04
Epoch 2699/5000
1/1 [==============================] - 0s 15ms/step - loss: 5.0957e-04
Epoch 2700/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0956e-04
Epoch 2701/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0956e-04
Epoch 2702/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0956e-04
Epoch 2703/5000
1/1 [==============================] - 0s 15ms/step - loss: 5.0956e-04
Epoch 2704/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0955e-04
Epoch 2705/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0955e-04
Epoch 2706/5000
1/1 [==============================] - 0s 10ms/step - loss: 5.0955e-04
Epoch 2707/5000
1/1 [==============================] - 0s 13ms/step - loss: 5.0954e-04
Epoch 2708/5000
1/1 [==============================] - 0s 15ms/step - loss: 5.0954e-04
Epoch 2709/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0954e-04
Epoch 2710/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0953e-04
Epoch 2711/5000
1/1 [==============================] - 0s 14ms/step - loss: 5.0953e-04
Epoch 2712/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0953e-04
Epoch 2713/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0953e-04
Epoch 2714/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0952e-04
Epoch 2715/5000
1/1 [==============================] - 0s 14ms/step - loss: 5.0952e-04
Epoch 2716/5000
1/1 [==============================] - 0s 22ms/step - loss: 5.0952e-04
Epoch 2717/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0951e-04
Epoch 2718/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0951e-04
Epoch 2719/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0951e-04
Epoch 2720/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0951e-04
Epoch 2721/5000
1/1 [==============================] - 0s 13ms/step - loss: 5.0950e-04
Epoch 2722/5000
1/1 [==============================] - 0s 9ms/step - loss: 5.0950e-04
Epoch 2723/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0950e-04
Epoch 2724/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0950e-04
Epoch 2725/5000
1/1 [==============================] - 0s 10ms/step - loss: 5.0949e-04
Epoch 2726/5000
1/1 [==============================] - 0s 15ms/step - loss: 5.0949e-04
Epoch 2727/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0949e-04
Epoch 2728/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0948e-04
Epoch 2729/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0948e-04
Epoch 2730/5000
1/1 [==============================] - 0s 25ms/step - loss: 5.0948e-04
Epoch 2731/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0948e-04
Epoch 2732/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0947e-04
Epoch 2733/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0947e-04
Epoch 2734/5000
1/1 [==============================] - 0s 14ms/step - loss: 5.0947e-04
Epoch 2735/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0947e-04
Epoch 2736/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0946e-04
Epoch 2737/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0946e-04
Epoch 2738/5000
1/1 [==============================] - 0s 19ms/step - loss: 5.0946e-04
Epoch 2739/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0946e-04
Epoch 2740/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0945e-04
Epoch 2741/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0945e-04
Epoch 2742/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0945e-04
Epoch 2743/5000
1/1 [==============================] - 0s 13ms/step - loss: 5.0945e-04
Epoch 2744/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0944e-04
Epoch 2745/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0944e-04
Epoch 2746/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0944e-04
Epoch 2747/5000
1/1 [==============================] - 0s 13ms/step - loss: 5.0944e-04
Epoch 2748/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0944e-04
Epoch 2749/5000
1/1 [==============================] - 0s 12ms/step - loss: 5.0943e-04
Epoch 2750/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0943e-04
Epoch 2751/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0943e-04
Epoch 2752/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0943e-04
Epoch 2753/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0942e-04
Epoch 2754/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0942e-04
Epoch 2755/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0942e-04
Epoch 2756/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0942e-04
Epoch 2757/5000
1/1 [==============================] - 0s 9ms/step - loss: 5.0942e-04
Epoch 2758/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0941e-04
Epoch 2759/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0941e-04
Epoch 2760/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0941e-04
Epoch 2761/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0941e-04
Epoch 2762/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0941e-04
Epoch 2763/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0940e-04
Epoch 2764/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0940e-04
Epoch 2765/5000
1/1 [==============================] - 0s 13ms/step - loss: 5.0940e-04
Epoch 2766/5000
1/1 [==============================] - 0s 12ms/step - loss: 5.0940e-04
Epoch 2767/5000
1/1 [==============================] - 0s 19ms/step - loss: 5.0940e-04
Epoch 2768/5000
1/1 [==============================] - 0s 32ms/step - loss: 5.0939e-04
Epoch 2769/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0939e-04
Epoch 2770/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0939e-04
Epoch 2771/5000
1/1 [==============================] - 0s 10ms/step - loss: 5.0939e-04
Epoch 2772/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0939e-04
Epoch 2773/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0938e-04
Epoch 2774/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0938e-04
Epoch 2775/5000
1/1 [==============================] - 0s 14ms/step - loss: 5.0938e-04
Epoch 2776/5000
1/1 [==============================] - 0s 10ms/step - loss: 5.0938e-04
Epoch 2777/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0938e-04
Epoch 2778/5000
1/1 [==============================] - 0s 147ms/step - loss: 5.0937e-04
Epoch 2779/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0937e-04
Epoch 2780/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0937e-04
Epoch 2781/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0937e-04
Epoch 2782/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0937e-04
Epoch 2783/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0936e-04
Epoch 2784/5000
1/1 [==============================] - 0s 9ms/step - loss: 5.0936e-04
Epoch 2785/5000
1/1 [==============================] - 0s 10ms/step - loss: 5.0936e-04
Epoch 2786/5000
1/1 [==============================] - 0s 12ms/step - loss: 5.0936e-04
Epoch 2787/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0936e-04
Epoch 2788/5000
1/1 [==============================] - 0s 10ms/step - loss: 5.0936e-04
Epoch 2789/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0936e-04
Epoch 2790/5000
1/1 [==============================] - 0s 3ms/step - loss: 5.0935e-04
Epoch 2791/5000
1/1 [==============================] - 0s 15ms/step - loss: 5.0935e-04
Epoch 2792/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0935e-04
Epoch 2793/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0935e-04
Epoch 2794/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0935e-04
Epoch 2795/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0934e-04
Epoch 2796/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0934e-04
Epoch 2797/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0934e-04
Epoch 2798/5000
1/1 [==============================] - 0s 15ms/step - loss: 5.0934e-04
Epoch 2799/5000
1/1 [==============================] - 0s 11ms/step - loss: 5.0934e-04
Epoch 2800/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0934e-04
Epoch 2801/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0933e-04
Epoch 2802/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0933e-04
Epoch 2803/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0933e-04
Epoch 2804/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0933e-04
Epoch 2805/5000
1/1 [==============================] - 0s 13ms/step - loss: 5.0933e-04
Epoch 2806/5000
1/1 [==============================] - 0s 10ms/step - loss: 5.0933e-04
Epoch 2807/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0933e-04
Epoch 2808/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0932e-04
Epoch 2809/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0932e-04
Epoch 2810/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0932e-04
Epoch 2811/5000
1/1 [==============================] - 0s 19ms/step - loss: 5.0932e-04
Epoch 2812/5000
1/1 [==============================] - 0s 9ms/step - loss: 5.0932e-04
Epoch 2813/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0932e-04
Epoch 2814/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0932e-04
Epoch 2815/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0931e-04
Epoch 2816/5000
1/1 [==============================] - 0s 12ms/step - loss: 5.0931e-04
Epoch 2817/5000
1/1 [==============================] - 0s 13ms/step - loss: 5.0931e-04
Epoch 2818/5000
1/1 [==============================] - 0s 24ms/step - loss: 5.0931e-04
Epoch 2819/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0931e-04
Epoch 2820/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0931e-04
Epoch 2821/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0930e-04
Epoch 2822/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0930e-04
Epoch 2823/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0930e-04
Epoch 2824/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0930e-04
Epoch 2825/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0930e-04
Epoch 2826/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0930e-04
Epoch 2827/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0930e-04
Epoch 2828/5000
1/1 [==============================] - 0s 11ms/step - loss: 5.0930e-04
Epoch 2829/5000
1/1 [==============================] - 0s 9ms/step - loss: 5.0929e-04
Epoch 2830/5000
1/1 [==============================] - 0s 13ms/step - loss: 5.0929e-04
Epoch 2831/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0929e-04
Epoch 2832/5000
1/1 [==============================] - 0s 15ms/step - loss: 5.0929e-04
Epoch 2833/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0929e-04
Epoch 2834/5000
1/1 [==============================] - 0s 12ms/step - loss: 5.0929e-04
Epoch 2835/5000
1/1 [==============================] - 0s 12ms/step - loss: 5.0929e-04
Epoch 2836/5000
1/1 [==============================] - 0s 9ms/step - loss: 5.0929e-04
Epoch 2837/5000
1/1 [==============================] - 0s 17ms/step - loss: 5.0928e-04
Epoch 2838/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0928e-04
Epoch 2839/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0928e-04
Epoch 2840/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0928e-04
Epoch 2841/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0928e-04
Epoch 2842/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0928e-04
Epoch 2843/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0928e-04
Epoch 2844/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0928e-04
Epoch 2845/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0927e-04
Epoch 2846/5000
1/1 [==============================] - 0s 13ms/step - loss: 5.0927e-04
Epoch 2847/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0927e-04
Epoch 2848/5000
1/1 [==============================] - 0s 19ms/step - loss: 5.0927e-04
Epoch 2849/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0927e-04
Epoch 2850/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0927e-04
Epoch 2851/5000
1/1 [==============================] - 0s 15ms/step - loss: 5.0927e-04
Epoch 2852/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0927e-04
Epoch 2853/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0927e-04
Epoch 2854/5000
1/1 [==============================] - 0s 14ms/step - loss: 5.0926e-04
Epoch 2855/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0926e-04
Epoch 2856/5000
1/1 [==============================] - 0s 18ms/step - loss: 5.0926e-04
Epoch 2857/5000
1/1 [==============================] - 0s 10ms/step - loss: 5.0926e-04
Epoch 2858/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0926e-04
Epoch 2859/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0926e-04
Epoch 2860/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0926e-04
Epoch 2861/5000
1/1 [==============================] - 0s 17ms/step - loss: 5.0926e-04
Epoch 2862/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0926e-04
Epoch 2863/5000
1/1 [==============================] - 0s 10ms/step - loss: 5.0926e-04
Epoch 2864/5000
1/1 [==============================] - 0s 9ms/step - loss: 5.0925e-04
Epoch 2865/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0925e-04
Epoch 2866/5000
1/1 [==============================] - 0s 14ms/step - loss: 5.0925e-04
Epoch 2867/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0925e-04
Epoch 2868/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0925e-04
Epoch 2869/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0925e-04
Epoch 2870/5000
1/1 [==============================] - 0s 16ms/step - loss: 5.0925e-04
Epoch 2871/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0925e-04
Epoch 2872/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0925e-04
Epoch 2873/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0925e-04
Epoch 2874/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0924e-04
Epoch 2875/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0924e-04
Epoch 2876/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0924e-04
Epoch 2877/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0924e-04
Epoch 2878/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0924e-04
Epoch 2879/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0924e-04
Epoch 2880/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0924e-04
Epoch 2881/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0924e-04
Epoch 2882/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0924e-04
Epoch 2883/5000
1/1 [==============================] - 0s 41ms/step - loss: 5.0924e-04
Epoch 2884/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0924e-04
Epoch 2885/5000
1/1 [==============================] - 0s 13ms/step - loss: 5.0923e-04
Epoch 2886/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0923e-04
Epoch 2887/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0923e-04
Epoch 2888/5000
1/1 [==============================] - 0s 40ms/step - loss: 5.0923e-04
Epoch 2889/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0923e-04
Epoch 2890/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0923e-04
Epoch 2891/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0923e-04
Epoch 2892/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0923e-04
Epoch 2893/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0923e-04
Epoch 2894/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0923e-04
Epoch 2895/5000
1/1 [==============================] - 0s 12ms/step - loss: 5.0923e-04
Epoch 2896/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0923e-04
Epoch 2897/5000
1/1 [==============================] - 0s 13ms/step - loss: 5.0922e-04
Epoch 2898/5000
1/1 [==============================] - 0s 9ms/step - loss: 5.0922e-04
Epoch 2899/5000
1/1 [==============================] - 0s 16ms/step - loss: 5.0922e-04
Epoch 2900/5000
1/1 [==============================] - 0s 16ms/step - loss: 5.0922e-04
Epoch 2901/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0922e-04
Epoch 2902/5000
1/1 [==============================] - 0s 9ms/step - loss: 5.0922e-04
Epoch 2903/5000
1/1 [==============================] - 0s 51ms/step - loss: 5.0922e-04
Epoch 2904/5000
1/1 [==============================] - 0s 15ms/step - loss: 5.0922e-04
Epoch 2905/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0922e-04
Epoch 2906/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0922e-04
Epoch 2907/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0922e-04
Epoch 2908/5000
1/1 [==============================] - 0s 9ms/step - loss: 5.0922e-04
Epoch 2909/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0922e-04
Epoch 2910/5000
1/1 [==============================] - 0s 14ms/step - loss: 5.0921e-04
Epoch 2911/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0921e-04
Epoch 2912/5000
1/1 [==============================] - 0s 10ms/step - loss: 5.0921e-04
Epoch 2913/5000
1/1 [==============================] - 0s 11ms/step - loss: 5.0921e-04
Epoch 2914/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0921e-04
Epoch 2915/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0921e-04
Epoch 2916/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0921e-04
Epoch 2917/5000
1/1 [==============================] - 0s 10ms/step - loss: 5.0921e-04
Epoch 2918/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0921e-04
Epoch 2919/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0921e-04
Epoch 2920/5000
1/1 [==============================] - 0s 12ms/step - loss: 5.0921e-04
Epoch 2921/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0921e-04
Epoch 2922/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0921e-04
Epoch 2923/5000
1/1 [==============================] - 0s 15ms/step - loss: 5.0920e-04
Epoch 2924/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0920e-04
Epoch 2925/5000
1/1 [==============================] - 0s 13ms/step - loss: 5.0920e-04
Epoch 2926/5000
1/1 [==============================] - 0s 19ms/step - loss: 5.0920e-04
Epoch 2927/5000
1/1 [==============================] - 0s 11ms/step - loss: 5.0920e-04
Epoch 2928/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0920e-04
Epoch 2929/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0920e-04
Epoch 2930/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0920e-04
Epoch 2931/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0920e-04
Epoch 2932/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0920e-04
Epoch 2933/5000
1/1 [==============================] - 0s 13ms/step - loss: 5.0920e-04
Epoch 2934/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0920e-04
Epoch 2935/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0920e-04
Epoch 2936/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0920e-04
Epoch 2937/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0920e-04
Epoch 2938/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0920e-04
Epoch 2939/5000
1/1 [==============================] - 0s 11ms/step - loss: 5.0920e-04
Epoch 2940/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0919e-04
Epoch 2941/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0919e-04
Epoch 2942/5000
1/1 [==============================] - 0s 15ms/step - loss: 5.0919e-04
Epoch 2943/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0919e-04
Epoch 2944/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0919e-04
Epoch 2945/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0919e-04
Epoch 2946/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0919e-04
Epoch 2947/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0919e-04
Epoch 2948/5000
1/1 [==============================] - 0s 11ms/step - loss: 5.0919e-04
Epoch 2949/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0919e-04
Epoch 2950/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0919e-04
Epoch 2951/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0919e-04
Epoch 2952/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0919e-04
Epoch 2953/5000
1/1 [==============================] - 0s 11ms/step - loss: 5.0919e-04
Epoch 2954/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0919e-04
Epoch 2955/5000
1/1 [==============================] - 0s 16ms/step - loss: 5.0919e-04
Epoch 2956/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0919e-04
Epoch 2957/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0918e-04
Epoch 2958/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0918e-04
Epoch 2959/5000
1/1 [==============================] - 0s 18ms/step - loss: 5.0918e-04
Epoch 2960/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0918e-04
Epoch 2961/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0918e-04
Epoch 2962/5000
1/1 [==============================] - 0s 14ms/step - loss: 5.0918e-04
Epoch 2963/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0918e-04
Epoch 2964/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0918e-04
Epoch 2965/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0918e-04
Epoch 2966/5000
1/1 [==============================] - 0s 12ms/step - loss: 5.0918e-04
Epoch 2967/5000
1/1 [==============================] - 0s 11ms/step - loss: 5.0918e-04
Epoch 2968/5000
1/1 [==============================] - 0s 10ms/step - loss: 5.0918e-04
Epoch 2969/5000
1/1 [==============================] - 0s 11ms/step - loss: 5.0918e-04
Epoch 2970/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0918e-04
Epoch 2971/5000
1/1 [==============================] - 0s 15ms/step - loss: 5.0918e-04
Epoch 2972/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0918e-04
Epoch 2973/5000
1/1 [==============================] - 0s 15ms/step - loss: 5.0918e-04
Epoch 2974/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0918e-04
Epoch 2975/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0918e-04
Epoch 2976/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0918e-04
Epoch 2977/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0917e-04
Epoch 2978/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0917e-04
Epoch 2979/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0917e-04
Epoch 2980/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0917e-04
Epoch 2981/5000
1/1 [==============================] - 0s 10ms/step - loss: 5.0917e-04
Epoch 2982/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0917e-04
Epoch 2983/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0917e-04
Epoch 2984/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0917e-04
Epoch 2985/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0917e-04
Epoch 2986/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0917e-04
Epoch 2987/5000
1/1 [==============================] - 0s 10ms/step - loss: 5.0917e-04
Epoch 2988/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0917e-04
Epoch 2989/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0917e-04
Epoch 2990/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0917e-04
Epoch 2991/5000
1/1 [==============================] - 0s 10ms/step - loss: 5.0917e-04
Epoch 2992/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0917e-04
Epoch 2993/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0917e-04
Epoch 2994/5000
1/1 [==============================] - 0s 15ms/step - loss: 5.0917e-04
Epoch 2995/5000
1/1 [==============================] - 0s 46ms/step - loss: 5.0917e-04
Epoch 2996/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0917e-04
Epoch 2997/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0917e-04
Epoch 2998/5000
1/1 [==============================] - 0s 14ms/step - loss: 5.0917e-04
Epoch 2999/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0917e-04
Epoch 3000/5000
1/1 [==============================] - 0s 10ms/step - loss: 5.0917e-04
Epoch 3001/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0917e-04
Epoch 3002/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0916e-04
Epoch 3003/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0916e-04
Epoch 3004/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0916e-04
Epoch 3005/5000
1/1 [==============================] - 0s 14ms/step - loss: 5.0916e-04
Epoch 3006/5000
1/1 [==============================] - 0s 34ms/step - loss: 5.0916e-04
Epoch 3007/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0916e-04
Epoch 3008/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0916e-04
Epoch 3009/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0916e-04
Epoch 3010/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0916e-04
Epoch 3011/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0916e-04
Epoch 3012/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0916e-04
Epoch 3013/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0916e-04
Epoch 3014/5000
1/1 [==============================] - 0s 17ms/step - loss: 5.0916e-04
Epoch 3015/5000
1/1 [==============================] - 0s 19ms/step - loss: 5.0916e-04
Epoch 3016/5000
1/1 [==============================] - 0s 11ms/step - loss: 5.0916e-04
Epoch 3017/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0916e-04
Epoch 3018/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0916e-04
Epoch 3019/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0916e-04
Epoch 3020/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0916e-04
Epoch 3021/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0916e-04
Epoch 3022/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0916e-04
Epoch 3023/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0916e-04
Epoch 3024/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0916e-04
Epoch 3025/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0916e-04
Epoch 3026/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0916e-04
Epoch 3027/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0916e-04
Epoch 3028/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0916e-04
Epoch 3029/5000
1/1 [==============================] - 0s 9ms/step - loss: 5.0915e-04
Epoch 3030/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0915e-04
Epoch 3031/5000
1/1 [==============================] - 0s 10ms/step - loss: 5.0915e-04
Epoch 3032/5000
1/1 [==============================] - 0s 10ms/step - loss: 5.0915e-04
Epoch 3033/5000
1/1 [==============================] - 0s 21ms/step - loss: 5.0915e-04
Epoch 3034/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0915e-04
Epoch 3035/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0915e-04
Epoch 3036/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0915e-04
Epoch 3037/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0915e-04
Epoch 3038/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0915e-04
Epoch 3039/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0915e-04
Epoch 3040/5000
1/1 [==============================] - 0s 13ms/step - loss: 5.0915e-04
Epoch 3041/5000
1/1 [==============================] - 0s 26ms/step - loss: 5.0915e-04
Epoch 3042/5000
1/1 [==============================] - 0s 12ms/step - loss: 5.0915e-04
Epoch 3043/5000
1/1 [==============================] - 0s 11ms/step - loss: 5.0915e-04
Epoch 3044/5000
1/1 [==============================] - 0s 11ms/step - loss: 5.0915e-04
Epoch 3045/5000
1/1 [==============================] - 0s 14ms/step - loss: 5.0915e-04
Epoch 3046/5000
1/1 [==============================] - 0s 3ms/step - loss: 5.0915e-04
Epoch 3047/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0915e-04
Epoch 3048/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0915e-04
Epoch 3049/5000
1/1 [==============================] - 0s 10ms/step - loss: 5.0915e-04
Epoch 3050/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0915e-04
Epoch 3051/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0915e-04
Epoch 3052/5000
1/1 [==============================] - 0s 11ms/step - loss: 5.0915e-04
Epoch 3053/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0915e-04
Epoch 3054/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0915e-04
Epoch 3055/5000
1/1 [==============================] - 0s 14ms/step - loss: 5.0915e-04
Epoch 3056/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0915e-04
Epoch 3057/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0915e-04
Epoch 3058/5000
1/1 [==============================] - 0s 13ms/step - loss: 5.0915e-04
Epoch 3059/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0915e-04
Epoch 3060/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0915e-04
Epoch 3061/5000
1/1 [==============================] - 0s 14ms/step - loss: 5.0915e-04
Epoch 3062/5000
1/1 [==============================] - 0s 16ms/step - loss: 5.0914e-04
Epoch 3063/5000
1/1 [==============================] - 0s 32ms/step - loss: 5.0914e-04
Epoch 3064/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0914e-04
Epoch 3065/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0914e-04
Epoch 3066/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0914e-04
Epoch 3067/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0914e-04
Epoch 3068/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0914e-04
Epoch 3069/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0914e-04
Epoch 3070/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0914e-04
Epoch 3071/5000
1/1 [==============================] - 0s 12ms/step - loss: 5.0914e-04
Epoch 3072/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0914e-04
Epoch 3073/5000
1/1 [==============================] - 0s 11ms/step - loss: 5.0914e-04
Epoch 3074/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0914e-04
Epoch 3075/5000
1/1 [==============================] - 0s 16ms/step - loss: 5.0914e-04
Epoch 3076/5000
1/1 [==============================] - 0s 24ms/step - loss: 5.0914e-04
Epoch 3077/5000
1/1 [==============================] - 0s 9ms/step - loss: 5.0914e-04
Epoch 3078/5000
1/1 [==============================] - 0s 11ms/step - loss: 5.0914e-04
Epoch 3079/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0914e-04
Epoch 3080/5000
1/1 [==============================] - 0s 9ms/step - loss: 5.0914e-04
Epoch 3081/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0914e-04
Epoch 3082/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0914e-04
Epoch 3083/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0914e-04
Epoch 3084/5000
1/1 [==============================] - 0s 9ms/step - loss: 5.0914e-04
Epoch 3085/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0914e-04
Epoch 3086/5000
1/1 [==============================] - 0s 13ms/step - loss: 5.0914e-04
Epoch 3087/5000
1/1 [==============================] - 0s 10ms/step - loss: 5.0914e-04
Epoch 3088/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0914e-04
Epoch 3089/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0914e-04
Epoch 3090/5000
1/1 [==============================] - 0s 9ms/step - loss: 5.0914e-04
Epoch 3091/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0914e-04
Epoch 3092/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0914e-04
Epoch 3093/5000
1/1 [==============================] - 0s 10ms/step - loss: 5.0914e-04
Epoch 3094/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0914e-04
Epoch 3095/5000
1/1 [==============================] - 0s 26ms/step - loss: 5.0914e-04
Epoch 3096/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0914e-04
Epoch 3097/5000
1/1 [==============================] - 0s 17ms/step - loss: 5.0914e-04
Epoch 3098/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0914e-04
Epoch 3099/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0914e-04
Epoch 3100/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0914e-04
Epoch 3101/5000
1/1 [==============================] - 0s 11ms/step - loss: 5.0914e-04
Epoch 3102/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0914e-04
Epoch 3103/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0913e-04
Epoch 3104/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0914e-04
Epoch 3105/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0913e-04
Epoch 3106/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0913e-04
Epoch 3107/5000
1/1 [==============================] - 0s 13ms/step - loss: 5.0913e-04
Epoch 3108/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0913e-04
Epoch 3109/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0913e-04
Epoch 3110/5000
1/1 [==============================] - 0s 10ms/step - loss: 5.0913e-04
Epoch 3111/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0913e-04
Epoch 3112/5000
1/1 [==============================] - 0s 11ms/step - loss: 5.0913e-04
Epoch 3113/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0913e-04
Epoch 3114/5000
1/1 [==============================] - 0s 10ms/step - loss: 5.0913e-04
Epoch 3115/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0913e-04
Epoch 3116/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0913e-04
Epoch 3117/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0913e-04
Epoch 3118/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0913e-04
Epoch 3119/5000
1/1 [==============================] - 0s 19ms/step - loss: 5.0913e-04
Epoch 3120/5000
1/1 [==============================] - 0s 20ms/step - loss: 5.0913e-04
Epoch 3121/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0913e-04
Epoch 3122/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0913e-04
Epoch 3123/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0913e-04
Epoch 3124/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0913e-04
Epoch 3125/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0913e-04
Epoch 3126/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0913e-04
Epoch 3127/5000
1/1 [==============================] - 0s 13ms/step - loss: 5.0913e-04
Epoch 3128/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0913e-04
Epoch 3129/5000
1/1 [==============================] - 0s 9ms/step - loss: 5.0913e-04
Epoch 3130/5000
1/1 [==============================] - 0s 14ms/step - loss: 5.0913e-04
Epoch 3131/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0913e-04
Epoch 3132/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0913e-04
Epoch 3133/5000
1/1 [==============================] - 0s 12ms/step - loss: 5.0913e-04
Epoch 3134/5000
1/1 [==============================] - 0s 15ms/step - loss: 5.0913e-04
Epoch 3135/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0913e-04
Epoch 3136/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0913e-04
Epoch 3137/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0913e-04
Epoch 3138/5000
1/1 [==============================] - 0s 24ms/step - loss: 5.0913e-04
Epoch 3139/5000
1/1 [==============================] - 0s 10ms/step - loss: 5.0913e-04
Epoch 3140/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0913e-04
Epoch 3141/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0913e-04
Epoch 3142/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0913e-04
Epoch 3143/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0913e-04
Epoch 3144/5000
1/1 [==============================] - 0s 9ms/step - loss: 5.0913e-04
Epoch 3145/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0913e-04
Epoch 3146/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0913e-04
Epoch 3147/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0913e-04
Epoch 3148/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0913e-04
Epoch 3149/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0913e-04
Epoch 3150/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0913e-04
Epoch 3151/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0913e-04
Epoch 3152/5000
1/1 [==============================] - 0s 9ms/step - loss: 5.0913e-04
Epoch 3153/5000
1/1 [==============================] - 0s 9ms/step - loss: 5.0913e-04
Epoch 3154/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0913e-04
Epoch 3155/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0913e-04
Epoch 3156/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0913e-04
Epoch 3157/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0913e-04
Epoch 3158/5000
1/1 [==============================] - 0s 13ms/step - loss: 5.0912e-04
Epoch 3159/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0912e-04
Epoch 3160/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0912e-04
Epoch 3161/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0912e-04
Epoch 3162/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0912e-04
Epoch 3163/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0912e-04
Epoch 3164/5000
1/1 [==============================] - 0s 20ms/step - loss: 5.0912e-04
Epoch 3165/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0912e-04
Epoch 3166/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0912e-04
Epoch 3167/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0912e-04
Epoch 3168/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0912e-04
Epoch 3169/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0912e-04
Epoch 3170/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0912e-04
Epoch 3171/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0912e-04
Epoch 3172/5000
1/1 [==============================] - 0s 11ms/step - loss: 5.0912e-04
Epoch 3173/5000
1/1 [==============================] - 0s 14ms/step - loss: 5.0912e-04
Epoch 3174/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0912e-04
Epoch 3175/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0912e-04
Epoch 3176/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0912e-04
Epoch 3177/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0912e-04
Epoch 3178/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0912e-04
Epoch 3179/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0912e-04
Epoch 3180/5000
1/1 [==============================] - 0s 27ms/step - loss: 5.0912e-04
Epoch 3181/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0912e-04
Epoch 3182/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0912e-04
Epoch 3183/5000
1/1 [==============================] - 0s 15ms/step - loss: 5.0912e-04
Epoch 3184/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0912e-04
Epoch 3185/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0912e-04
Epoch 3186/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0912e-04
Epoch 3187/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0912e-04
Epoch 3188/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0912e-04
Epoch 3189/5000
1/1 [==============================] - 0s 16ms/step - loss: 5.0912e-04
Epoch 3190/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0912e-04
Epoch 3191/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0912e-04
Epoch 3192/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0912e-04
Epoch 3193/5000
1/1 [==============================] - 0s 30ms/step - loss: 5.0912e-04
Epoch 3194/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0912e-04
Epoch 3195/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0912e-04
Epoch 3196/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0912e-04
Epoch 3197/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0912e-04
Epoch 3198/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0912e-04
Epoch 3199/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0912e-04
Epoch 3200/5000
1/1 [==============================] - 0s 3ms/step - loss: 5.0912e-04
Epoch 3201/5000
1/1 [==============================] - 0s 21ms/step - loss: 5.0912e-04
Epoch 3202/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0912e-04
Epoch 3203/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0912e-04
Epoch 3204/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0912e-04
Epoch 3205/5000
1/1 [==============================] - 0s 31ms/step - loss: 5.0912e-04
Epoch 3206/5000
1/1 [==============================] - 0s 12ms/step - loss: 5.0912e-04
Epoch 3207/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0912e-04
Epoch 3208/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0912e-04
Epoch 3209/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0912e-04
Epoch 3210/5000
1/1 [==============================] - 0s 10ms/step - loss: 5.0912e-04
Epoch 3211/5000
1/1 [==============================] - 0s 15ms/step - loss: 5.0912e-04
Epoch 3212/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0912e-04
Epoch 3213/5000
1/1 [==============================] - 0s 11ms/step - loss: 5.0912e-04
Epoch 3214/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0912e-04
Epoch 3215/5000
1/1 [==============================] - 0s 60ms/step - loss: 5.0912e-04
Epoch 3216/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0912e-04
Epoch 3217/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0912e-04
Epoch 3218/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0912e-04
Epoch 3219/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0912e-04
Epoch 3220/5000
1/1 [==============================] - 0s 19ms/step - loss: 5.0912e-04
Epoch 3221/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0912e-04
Epoch 3222/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0912e-04
Epoch 3223/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0912e-04
Epoch 3224/5000
1/1 [==============================] - 0s 16ms/step - loss: 5.0912e-04
Epoch 3225/5000
1/1 [==============================] - 0s 20ms/step - loss: 5.0912e-04
Epoch 3226/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0912e-04
Epoch 3227/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0912e-04
Epoch 3228/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0912e-04
Epoch 3229/5000
1/1 [==============================] - 0s 11ms/step - loss: 5.0911e-04
Epoch 3230/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0911e-04
Epoch 3231/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0912e-04
Epoch 3232/5000
1/1 [==============================] - 0s 14ms/step - loss: 5.0911e-04
Epoch 3233/5000
1/1 [==============================] - 0s 12ms/step - loss: 5.0911e-04
Epoch 3234/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0911e-04
Epoch 3235/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0911e-04
Epoch 3236/5000
1/1 [==============================] - 0s 10ms/step - loss: 5.0911e-04
Epoch 3237/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0911e-04
Epoch 3238/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0911e-04
Epoch 3239/5000
1/1 [==============================] - 0s 9ms/step - loss: 5.0911e-04
Epoch 3240/5000
1/1 [==============================] - 0s 17ms/step - loss: 5.0911e-04
Epoch 3241/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0911e-04
Epoch 3242/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0911e-04
Epoch 3243/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0911e-04
Epoch 3244/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0911e-04
Epoch 3245/5000
1/1 [==============================] - 0s 16ms/step - loss: 5.0911e-04
Epoch 3246/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0911e-04
Epoch 3247/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0911e-04
Epoch 3248/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0911e-04
Epoch 3249/5000
1/1 [==============================] - 0s 11ms/step - loss: 5.0911e-04
Epoch 3250/5000
1/1 [==============================] - 0s 14ms/step - loss: 5.0911e-04
Epoch 3251/5000
1/1 [==============================] - 0s 12ms/step - loss: 5.0911e-04
Epoch 3252/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0911e-04
Epoch 3253/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0911e-04
Epoch 3254/5000
1/1 [==============================] - 0s 103ms/step - loss: 5.0911e-04
Epoch 3255/5000
1/1 [==============================] - 0s 18ms/step - loss: 5.0911e-04
Epoch 3256/5000
1/1 [==============================] - 0s 14ms/step - loss: 5.0911e-04
Epoch 3257/5000
1/1 [==============================] - 0s 24ms/step - loss: 5.0911e-04
Epoch 3258/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0911e-04
Epoch 3259/5000
1/1 [==============================] - 0s 26ms/step - loss: 5.0911e-04
Epoch 3260/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0911e-04
Epoch 3261/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0911e-04
Epoch 3262/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0911e-04
Epoch 3263/5000
1/1 [==============================] - 0s 11ms/step - loss: 5.0911e-04
Epoch 3264/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0911e-04
Epoch 3265/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0911e-04
Epoch 3266/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0911e-04
Epoch 3267/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0911e-04
Epoch 3268/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0911e-04
Epoch 3269/5000
1/1 [==============================] - 0s 14ms/step - loss: 5.0911e-04
Epoch 3270/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0911e-04
Epoch 3271/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0911e-04
Epoch 3272/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0911e-04
Epoch 3273/5000
1/1 [==============================] - 0s 15ms/step - loss: 5.0911e-04
Epoch 3274/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0911e-04
Epoch 3275/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0911e-04
Epoch 3276/5000
1/1 [==============================] - 0s 9ms/step - loss: 5.0911e-04
Epoch 3277/5000
1/1 [==============================] - 0s 15ms/step - loss: 5.0911e-04
Epoch 3278/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0911e-04
Epoch 3279/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0911e-04
Epoch 3280/5000
1/1 [==============================] - 0s 25ms/step - loss: 5.0911e-04
Epoch 3281/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0911e-04
Epoch 3282/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0911e-04
Epoch 3283/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0911e-04
Epoch 3284/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0911e-04
Epoch 3285/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0911e-04
Epoch 3286/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0911e-04
Epoch 3287/5000
1/1 [==============================] - 0s 9ms/step - loss: 5.0911e-04
Epoch 3288/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0911e-04
Epoch 3289/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0911e-04
Epoch 3290/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0911e-04
Epoch 3291/5000
1/1 [==============================] - 0s 13ms/step - loss: 5.0911e-04
Epoch 3292/5000
1/1 [==============================] - 0s 20ms/step - loss: 5.0911e-04
Epoch 3293/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0911e-04
Epoch 3294/5000
1/1 [==============================] - 0s 20ms/step - loss: 5.0911e-04
Epoch 3295/5000
1/1 [==============================] - 0s 10ms/step - loss: 5.0911e-04
Epoch 3296/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0911e-04
Epoch 3297/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0911e-04
Epoch 3298/5000
1/1 [==============================] - 0s 11ms/step - loss: 5.0911e-04
Epoch 3299/5000
1/1 [==============================] - 0s 9ms/step - loss: 5.0911e-04
Epoch 3300/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0911e-04
Epoch 3301/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0911e-04
Epoch 3302/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0911e-04
Epoch 3303/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0911e-04
Epoch 3304/5000
1/1 [==============================] - 0s 9ms/step - loss: 5.0911e-04
Epoch 3305/5000
1/1 [==============================] - 0s 10ms/step - loss: 5.0911e-04
Epoch 3306/5000
1/1 [==============================] - 0s 11ms/step - loss: 5.0911e-04
Epoch 3307/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0911e-04
Epoch 3308/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0911e-04
Epoch 3309/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0911e-04
Epoch 3310/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0911e-04
Epoch 3311/5000
1/1 [==============================] - 0s 9ms/step - loss: 5.0910e-04
Epoch 3312/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0911e-04
Epoch 3313/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0911e-04
Epoch 3314/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0910e-04
Epoch 3315/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0911e-04
Epoch 3316/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0911e-04
Epoch 3317/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0910e-04
Epoch 3318/5000
1/1 [==============================] - 0s 11ms/step - loss: 5.0911e-04
Epoch 3319/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0910e-04
Epoch 3320/5000
1/1 [==============================] - 0s 21ms/step - loss: 5.0911e-04
Epoch 3321/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0910e-04
Epoch 3322/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0910e-04
Epoch 3323/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0910e-04
Epoch 3324/5000
1/1 [==============================] - 0s 12ms/step - loss: 5.0910e-04
Epoch 3325/5000
1/1 [==============================] - 0s 17ms/step - loss: 5.0910e-04
Epoch 3326/5000
1/1 [==============================] - 0s 35ms/step - loss: 5.0910e-04
Epoch 3327/5000
1/1 [==============================] - 0s 58ms/step - loss: 5.0910e-04
Epoch 3328/5000
1/1 [==============================] - 0s 14ms/step - loss: 5.0910e-04
Epoch 3329/5000
1/1 [==============================] - 0s 16ms/step - loss: 5.0910e-04
Epoch 3330/5000
1/1 [==============================] - 0s 10ms/step - loss: 5.0910e-04
Epoch 3331/5000
1/1 [==============================] - 0s 17ms/step - loss: 5.0910e-04
Epoch 3332/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0910e-04
Epoch 3333/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0910e-04
Epoch 3334/5000
1/1 [==============================] - 0s 18ms/step - loss: 5.0910e-04
Epoch 3335/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0910e-04
Epoch 3336/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0910e-04
Epoch 3337/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0910e-04
Epoch 3338/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0910e-04
Epoch 3339/5000
1/1 [==============================] - 0s 11ms/step - loss: 5.0910e-04
Epoch 3340/5000
1/1 [==============================] - 0s 21ms/step - loss: 5.0910e-04
Epoch 3341/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0910e-04
Epoch 3342/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0910e-04
Epoch 3343/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0910e-04
Epoch 3344/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0910e-04
Epoch 3345/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0910e-04
Epoch 3346/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0910e-04
Epoch 3347/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0910e-04
Epoch 3348/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0910e-04
Epoch 3349/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0910e-04
Epoch 3350/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0910e-04
Epoch 3351/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0910e-04
Epoch 3352/5000
1/1 [==============================] - 0s 12ms/step - loss: 5.0910e-04
Epoch 3353/5000
1/1 [==============================] - 0s 9ms/step - loss: 5.0910e-04
Epoch 3354/5000
1/1 [==============================] - 0s 9ms/step - loss: 5.0910e-04
Epoch 3355/5000
1/1 [==============================] - 0s 15ms/step - loss: 5.0910e-04
Epoch 3356/5000
1/1 [==============================] - 0s 9ms/step - loss: 5.0910e-04
Epoch 3357/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0910e-04
Epoch 3358/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0910e-04
Epoch 3359/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0910e-04
Epoch 3360/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0910e-04
Epoch 3361/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0910e-04
Epoch 3362/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0910e-04
Epoch 3363/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0910e-04
Epoch 3364/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0910e-04
Epoch 3365/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0910e-04
Epoch 3366/5000
1/1 [==============================] - 0s 11ms/step - loss: 5.0910e-04
Epoch 3367/5000
1/1 [==============================] - 0s 10ms/step - loss: 5.0910e-04
Epoch 3368/5000
1/1 [==============================] - 0s 13ms/step - loss: 5.0910e-04
Epoch 3369/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0910e-04
Epoch 3370/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0910e-04
Epoch 3371/5000
1/1 [==============================] - 0s 9ms/step - loss: 5.0910e-04
Epoch 3372/5000
1/1 [==============================] - 0s 10ms/step - loss: 5.0910e-04
Epoch 3373/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0910e-04
Epoch 3374/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0910e-04
Epoch 3375/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0910e-04
Epoch 3376/5000
1/1 [==============================] - 0s 14ms/step - loss: 5.0910e-04
Epoch 3377/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0910e-04
Epoch 3378/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0910e-04
Epoch 3379/5000
1/1 [==============================] - 0s 12ms/step - loss: 5.0910e-04
Epoch 3380/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0910e-04
Epoch 3381/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0910e-04
Epoch 3382/5000
1/1 [==============================] - 0s 14ms/step - loss: 5.0910e-04
Epoch 3383/5000
1/1 [==============================] - 0s 9ms/step - loss: 5.0910e-04
Epoch 3384/5000
1/1 [==============================] - 0s 15ms/step - loss: 5.0910e-04
Epoch 3385/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0910e-04
Epoch 3386/5000
1/1 [==============================] - 0s 9ms/step - loss: 5.0910e-04
Epoch 3387/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0910e-04
Epoch 3388/5000
1/1 [==============================] - 0s 13ms/step - loss: 5.0910e-04
Epoch 3389/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0910e-04
Epoch 3390/5000
1/1 [==============================] - 0s 9ms/step - loss: 5.0910e-04
Epoch 3391/5000
1/1 [==============================] - 0s 12ms/step - loss: 5.0910e-04
Epoch 3392/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0910e-04
Epoch 3393/5000
1/1 [==============================] - 0s 16ms/step - loss: 5.0910e-04
Epoch 3394/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0910e-04
Epoch 3395/5000
1/1 [==============================] - 0s 14ms/step - loss: 5.0910e-04
Epoch 3396/5000
1/1 [==============================] - 0s 10ms/step - loss: 5.0910e-04
Epoch 3397/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0910e-04
Epoch 3398/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0910e-04
Epoch 3399/5000
1/1 [==============================] - 0s 9ms/step - loss: 5.0910e-04
Epoch 3400/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0910e-04
Epoch 3401/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0910e-04
Epoch 3402/5000
1/1 [==============================] - 0s 99ms/step - loss: 5.0910e-04
Epoch 3403/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0910e-04
Epoch 3404/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0910e-04
Epoch 3405/5000
1/1 [==============================] - 0s 14ms/step - loss: 5.0910e-04
Epoch 3406/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0910e-04
Epoch 3407/5000
1/1 [==============================] - 0s 14ms/step - loss: 5.0910e-04
Epoch 3408/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0910e-04
Epoch 3409/5000
1/1 [==============================] - 0s 9ms/step - loss: 5.0910e-04
Epoch 3410/5000
1/1 [==============================] - 0s 12ms/step - loss: 5.0910e-04
Epoch 3411/5000
1/1 [==============================] - 0s 10ms/step - loss: 5.0910e-04
Epoch 3412/5000
1/1 [==============================] - 0s 13ms/step - loss: 5.0910e-04
Epoch 3413/5000
1/1 [==============================] - 0s 3ms/step - loss: 5.0910e-04
Epoch 3414/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0910e-04
Epoch 3415/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0910e-04
Epoch 3416/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0910e-04
Epoch 3417/5000
1/1 [==============================] - 0s 14ms/step - loss: 5.0910e-04
Epoch 3418/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0910e-04
Epoch 3419/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0910e-04
Epoch 3420/5000
1/1 [==============================] - 0s 17ms/step - loss: 5.0909e-04
Epoch 3421/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0909e-04
Epoch 3422/5000
1/1 [==============================] - 0s 11ms/step - loss: 5.0909e-04
Epoch 3423/5000
1/1 [==============================] - 0s 3ms/step - loss: 5.0909e-04
Epoch 3424/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0909e-04
Epoch 3425/5000
1/1 [==============================] - 0s 11ms/step - loss: 5.0909e-04
Epoch 3426/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0909e-04
Epoch 3427/5000
1/1 [==============================] - 0s 14ms/step - loss: 5.0909e-04
Epoch 3428/5000
1/1 [==============================] - 0s 15ms/step - loss: 5.0909e-04
Epoch 3429/5000
1/1 [==============================] - 0s 13ms/step - loss: 5.0909e-04
Epoch 3430/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0909e-04
Epoch 3431/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0909e-04
Epoch 3432/5000
1/1 [==============================] - 0s 9ms/step - loss: 5.0909e-04
Epoch 3433/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0909e-04
Epoch 3434/5000
1/1 [==============================] - 0s 9ms/step - loss: 5.0909e-04
Epoch 3435/5000
1/1 [==============================] - 0s 10ms/step - loss: 5.0909e-04
Epoch 3436/5000
1/1 [==============================] - 0s 15ms/step - loss: 5.0909e-04
Epoch 3437/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0909e-04
Epoch 3438/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0909e-04
Epoch 3439/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0909e-04
Epoch 3440/5000
1/1 [==============================] - 0s 14ms/step - loss: 5.0909e-04
Epoch 3441/5000
1/1 [==============================] - 0s 13ms/step - loss: 5.0909e-04
Epoch 3442/5000
1/1 [==============================] - 0s 64ms/step - loss: 5.0909e-04
Epoch 3443/5000
1/1 [==============================] - 0s 9ms/step - loss: 5.0909e-04
Epoch 3444/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0909e-04
Epoch 3445/5000
1/1 [==============================] - 0s 19ms/step - loss: 5.0909e-04
Epoch 3446/5000
1/1 [==============================] - 0s 18ms/step - loss: 5.0909e-04
Epoch 3447/5000
1/1 [==============================] - 0s 11ms/step - loss: 5.0909e-04
Epoch 3448/5000
1/1 [==============================] - 0s 11ms/step - loss: 5.0909e-04
Epoch 3449/5000
1/1 [==============================] - 0s 3ms/step - loss: 5.0909e-04
Epoch 3450/5000
1/1 [==============================] - 0s 10ms/step - loss: 5.0909e-04
Epoch 3451/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0909e-04
Epoch 3452/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0909e-04
Epoch 3453/5000
1/1 [==============================] - 0s 9ms/step - loss: 5.0909e-04
Epoch 3454/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0909e-04
Epoch 3455/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0909e-04
Epoch 3456/5000
1/1 [==============================] - 0s 9ms/step - loss: 5.0909e-04
Epoch 3457/5000
1/1 [==============================] - 0s 13ms/step - loss: 5.0909e-04
Epoch 3458/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0909e-04
Epoch 3459/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0909e-04
Epoch 3460/5000
1/1 [==============================] - 0s 11ms/step - loss: 5.0909e-04
Epoch 3461/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0909e-04
Epoch 3462/5000
1/1 [==============================] - 0s 9ms/step - loss: 5.0909e-04
Epoch 3463/5000
1/1 [==============================] - 0s 11ms/step - loss: 5.0909e-04
Epoch 3464/5000
1/1 [==============================] - 0s 70ms/step - loss: 5.0909e-04
Epoch 3465/5000
1/1 [==============================] - 0s 12ms/step - loss: 5.0909e-04
Epoch 3466/5000
1/1 [==============================] - 0s 9ms/step - loss: 5.0909e-04
Epoch 3467/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0909e-04
Epoch 3468/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0909e-04
Epoch 3469/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0909e-04
Epoch 3470/5000
1/1 [==============================] - 0s 10ms/step - loss: 5.0909e-04
Epoch 3471/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0909e-04
Epoch 3472/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0909e-04
Epoch 3473/5000
1/1 [==============================] - 0s 14ms/step - loss: 5.0909e-04
Epoch 3474/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0909e-04
Epoch 3475/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0909e-04
Epoch 3476/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0909e-04
Epoch 3477/5000
1/1 [==============================] - 0s 14ms/step - loss: 5.0909e-04
Epoch 3478/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0909e-04
Epoch 3479/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0909e-04
Epoch 3480/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0909e-04
Epoch 3481/5000
1/1 [==============================] - 0s 13ms/step - loss: 5.0909e-04
Epoch 3482/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0909e-04
Epoch 3483/5000
1/1 [==============================] - 0s 10ms/step - loss: 5.0909e-04
Epoch 3484/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0909e-04
Epoch 3485/5000
1/1 [==============================] - 0s 13ms/step - loss: 5.0909e-04
Epoch 3486/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0909e-04
Epoch 3487/5000
1/1 [==============================] - 0s 10ms/step - loss: 5.0909e-04
Epoch 3488/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0909e-04
Epoch 3489/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0909e-04
Epoch 3490/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0909e-04
Epoch 3491/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0909e-04
Epoch 3492/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0909e-04
Epoch 3493/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0909e-04
Epoch 3494/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0909e-04
Epoch 3495/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0909e-04
Epoch 3496/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0909e-04
Epoch 3497/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0909e-04
Epoch 3498/5000
1/1 [==============================] - 0s 9ms/step - loss: 5.0909e-04
Epoch 3499/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0909e-04
Epoch 3500/5000
1/1 [==============================] - 0s 13ms/step - loss: 5.0909e-04
Epoch 3501/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0909e-04
Epoch 3502/5000
1/1 [==============================] - 0s 10ms/step - loss: 5.0909e-04
Epoch 3503/5000
1/1 [==============================] - 0s 3ms/step - loss: 5.0909e-04
Epoch 3504/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0909e-04
Epoch 3505/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0909e-04
Epoch 3506/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0909e-04
Epoch 3507/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0909e-04
Epoch 3508/5000
1/1 [==============================] - 0s 10ms/step - loss: 5.0909e-04
Epoch 3509/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0909e-04
Epoch 3510/5000
1/1 [==============================] - 0s 13ms/step - loss: 5.0909e-04
Epoch 3511/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0909e-04
Epoch 3512/5000
1/1 [==============================] - 0s 14ms/step - loss: 5.0909e-04
Epoch 3513/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0909e-04
Epoch 3514/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0909e-04
Epoch 3515/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0909e-04
Epoch 3516/5000
1/1 [==============================] - 0s 17ms/step - loss: 5.0909e-04
Epoch 3517/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0909e-04
Epoch 3518/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0909e-04
Epoch 3519/5000
1/1 [==============================] - 0s 9ms/step - loss: 5.0909e-04
Epoch 3520/5000
1/1 [==============================] - 0s 14ms/step - loss: 5.0909e-04
Epoch 3521/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0909e-04
Epoch 3522/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0909e-04
Epoch 3523/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0909e-04
Epoch 3524/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0908e-04
Epoch 3525/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0909e-04
Epoch 3526/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0908e-04
Epoch 3527/5000
1/1 [==============================] - 0s 85ms/step - loss: 5.0909e-04
Epoch 3528/5000
1/1 [==============================] - 0s 11ms/step - loss: 5.0908e-04
Epoch 3529/5000
1/1 [==============================] - 0s 27ms/step - loss: 5.0908e-04
Epoch 3530/5000
1/1 [==============================] - 0s 11ms/step - loss: 5.0909e-04
Epoch 3531/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0908e-04
Epoch 3532/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0908e-04
Epoch 3533/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0908e-04
Epoch 3534/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0908e-04
Epoch 3535/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0908e-04
Epoch 3536/5000
1/1 [==============================] - 0s 18ms/step - loss: 5.0908e-04
Epoch 3537/5000
1/1 [==============================] - 0s 9ms/step - loss: 5.0908e-04
Epoch 3538/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0908e-04
Epoch 3539/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0908e-04
Epoch 3540/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0908e-04
Epoch 3541/5000
1/1 [==============================] - 0s 9ms/step - loss: 5.0908e-04
Epoch 3542/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0908e-04
Epoch 3543/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0908e-04
Epoch 3544/5000
1/1 [==============================] - 0s 9ms/step - loss: 5.0908e-04
Epoch 3545/5000
1/1 [==============================] - 0s 10ms/step - loss: 5.0908e-04
Epoch 3546/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0908e-04
Epoch 3547/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0908e-04
Epoch 3548/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0908e-04
Epoch 3549/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0908e-04
Epoch 3550/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0908e-04
Epoch 3551/5000
1/1 [==============================] - 0s 11ms/step - loss: 5.0908e-04
Epoch 3552/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0908e-04
Epoch 3553/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0908e-04
Epoch 3554/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0908e-04
Epoch 3555/5000
1/1 [==============================] - 0s 14ms/step - loss: 5.0908e-04
Epoch 3556/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0908e-04
Epoch 3557/5000
1/1 [==============================] - 0s 11ms/step - loss: 5.0908e-04
Epoch 3558/5000
1/1 [==============================] - 0s 11ms/step - loss: 5.0908e-04
Epoch 3559/5000
1/1 [==============================] - 0s 37ms/step - loss: 5.0908e-04
Epoch 3560/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0908e-04
Epoch 3561/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0908e-04
Epoch 3562/5000
1/1 [==============================] - 0s 65ms/step - loss: 5.0908e-04
Epoch 3563/5000
1/1 [==============================] - 0s 13ms/step - loss: 5.0908e-04
Epoch 3564/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0908e-04
Epoch 3565/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0908e-04
Epoch 3566/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0908e-04
Epoch 3567/5000
1/1 [==============================] - 0s 12ms/step - loss: 5.0908e-04
Epoch 3568/5000
1/1 [==============================] - 0s 9ms/step - loss: 5.0908e-04
Epoch 3569/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0908e-04
Epoch 3570/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0908e-04
Epoch 3571/5000
1/1 [==============================] - 0s 12ms/step - loss: 5.0908e-04
Epoch 3572/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0908e-04
Epoch 3573/5000
1/1 [==============================] - 0s 10ms/step - loss: 5.0908e-04
Epoch 3574/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0908e-04
Epoch 3575/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0908e-04
Epoch 3576/5000
1/1 [==============================] - 0s 9ms/step - loss: 5.0908e-04
Epoch 3577/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0908e-04
Epoch 3578/5000
1/1 [==============================] - 0s 11ms/step - loss: 5.0908e-04
Epoch 3579/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0908e-04
Epoch 3580/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0908e-04
Epoch 3581/5000
1/1 [==============================] - 0s 13ms/step - loss: 5.0908e-04
Epoch 3582/5000
1/1 [==============================] - 0s 16ms/step - loss: 5.0908e-04
Epoch 3583/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0908e-04
Epoch 3584/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0908e-04
Epoch 3585/5000
1/1 [==============================] - 0s 12ms/step - loss: 5.0908e-04
Epoch 3586/5000
1/1 [==============================] - 0s 17ms/step - loss: 5.0908e-04
Epoch 3587/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0908e-04
Epoch 3588/5000
1/1 [==============================] - 0s 19ms/step - loss: 5.0908e-04
Epoch 3589/5000
1/1 [==============================] - 0s 10ms/step - loss: 5.0908e-04
Epoch 3590/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0908e-04
Epoch 3591/5000
1/1 [==============================] - 0s 3ms/step - loss: 5.0908e-04
Epoch 3592/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0908e-04
Epoch 3593/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0908e-04
Epoch 3594/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0908e-04
Epoch 3595/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0908e-04
Epoch 3596/5000
1/1 [==============================] - 0s 3ms/step - loss: 5.0908e-04
Epoch 3597/5000
1/1 [==============================] - 0s 14ms/step - loss: 5.0908e-04
Epoch 3598/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0908e-04
Epoch 3599/5000
1/1 [==============================] - 0s 11ms/step - loss: 5.0908e-04
Epoch 3600/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0908e-04
Epoch 3601/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0908e-04
Epoch 3602/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0908e-04
Epoch 3603/5000
1/1 [==============================] - 0s 15ms/step - loss: 5.0908e-04
Epoch 3604/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0908e-04
Epoch 3605/5000
1/1 [==============================] - 0s 11ms/step - loss: 5.0908e-04
Epoch 3606/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0908e-04
Epoch 3607/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0908e-04
Epoch 3608/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0908e-04
Epoch 3609/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0908e-04
Epoch 3610/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0908e-04
Epoch 3611/5000
1/1 [==============================] - 0s 13ms/step - loss: 5.0908e-04
Epoch 3612/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0908e-04
Epoch 3613/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0908e-04
Epoch 3614/5000
1/1 [==============================] - 0s 17ms/step - loss: 5.0908e-04
Epoch 3615/5000
1/1 [==============================] - 0s 11ms/step - loss: 5.0908e-04
Epoch 3616/5000
1/1 [==============================] - 0s 17ms/step - loss: 5.0908e-04
Epoch 3617/5000
1/1 [==============================] - 0s 10ms/step - loss: 5.0908e-04
Epoch 3618/5000
1/1 [==============================] - 0s 14ms/step - loss: 5.0908e-04
Epoch 3619/5000
1/1 [==============================] - 0s 21ms/step - loss: 5.0908e-04
Epoch 3620/5000
1/1 [==============================] - 0s 10ms/step - loss: 5.0908e-04
Epoch 3621/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0908e-04
Epoch 3622/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0908e-04
Epoch 3623/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0908e-04
Epoch 3624/5000
1/1 [==============================] - 0s 10ms/step - loss: 5.0908e-04
Epoch 3625/5000
1/1 [==============================] - 0s 11ms/step - loss: 5.0908e-04
Epoch 3626/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0908e-04
Epoch 3627/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0908e-04
Epoch 3628/5000
1/1 [==============================] - 0s 10ms/step - loss: 5.0908e-04
Epoch 3629/5000
1/1 [==============================] - 0s 11ms/step - loss: 5.0908e-04
Epoch 3630/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0907e-04
Epoch 3631/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0907e-04
Epoch 3632/5000
1/1 [==============================] - 0s 19ms/step - loss: 5.0908e-04
Epoch 3633/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0907e-04
Epoch 3634/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0907e-04
Epoch 3635/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0908e-04
Epoch 3636/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0907e-04
Epoch 3637/5000
1/1 [==============================] - 0s 14ms/step - loss: 5.0907e-04
Epoch 3638/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0907e-04
Epoch 3639/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0907e-04
Epoch 3640/5000
1/1 [==============================] - 0s 9ms/step - loss: 5.0907e-04
Epoch 3641/5000
1/1 [==============================] - 0s 3ms/step - loss: 5.0907e-04
Epoch 3642/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0907e-04
Epoch 3643/5000
1/1 [==============================] - 0s 14ms/step - loss: 5.0907e-04
Epoch 3644/5000
1/1 [==============================] - 0s 3ms/step - loss: 5.0907e-04
Epoch 3645/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0907e-04
Epoch 3646/5000
1/1 [==============================] - 0s 3ms/step - loss: 5.0907e-04
Epoch 3647/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0907e-04
Epoch 3648/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0907e-04
Epoch 3649/5000
1/1 [==============================] - 0s 3ms/step - loss: 5.0907e-04
Epoch 3650/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0907e-04
Epoch 3651/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0907e-04
Epoch 3652/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0907e-04
Epoch 3653/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0907e-04
Epoch 3654/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0907e-04
Epoch 3655/5000
1/1 [==============================] - 0s 11ms/step - loss: 5.0907e-04
Epoch 3656/5000
1/1 [==============================] - 0s 13ms/step - loss: 5.0907e-04
Epoch 3657/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0907e-04
Epoch 3658/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0907e-04
Epoch 3659/5000
1/1 [==============================] - 0s 9ms/step - loss: 5.0907e-04
Epoch 3660/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0907e-04
Epoch 3661/5000
1/1 [==============================] - 0s 11ms/step - loss: 5.0907e-04
Epoch 3662/5000
1/1 [==============================] - 0s 13ms/step - loss: 5.0907e-04
Epoch 3663/5000
1/1 [==============================] - 0s 9ms/step - loss: 5.0907e-04
Epoch 3664/5000
1/1 [==============================] - 0s 11ms/step - loss: 5.0907e-04
Epoch 3665/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0907e-04
Epoch 3666/5000
1/1 [==============================] - 0s 12ms/step - loss: 5.0907e-04
Epoch 3667/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0907e-04
Epoch 3668/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0907e-04
Epoch 3669/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0907e-04
Epoch 3670/5000
1/1 [==============================] - 0s 13ms/step - loss: 5.0907e-04
Epoch 3671/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0907e-04
Epoch 3672/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0907e-04
Epoch 3673/5000
1/1 [==============================] - 0s 11ms/step - loss: 5.0907e-04
Epoch 3674/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0907e-04
Epoch 3675/5000
1/1 [==============================] - 0s 10ms/step - loss: 5.0907e-04
Epoch 3676/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0907e-04
Epoch 3677/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0907e-04
Epoch 3678/5000
1/1 [==============================] - 0s 10ms/step - loss: 5.0907e-04
Epoch 3679/5000
1/1 [==============================] - 0s 10ms/step - loss: 5.0907e-04
Epoch 3680/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0907e-04
Epoch 3681/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0907e-04
Epoch 3682/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0907e-04
Epoch 3683/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0907e-04
Epoch 3684/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0907e-04
Epoch 3685/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0907e-04
Epoch 3686/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0907e-04
Epoch 3687/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0907e-04
Epoch 3688/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0907e-04
Epoch 3689/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0907e-04
Epoch 3690/5000
1/1 [==============================] - 0s 15ms/step - loss: 5.0907e-04
Epoch 3691/5000
1/1 [==============================] - 0s 3ms/step - loss: 5.0907e-04
Epoch 3692/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0907e-04
Epoch 3693/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0907e-04
Epoch 3694/5000
1/1 [==============================] - 0s 12ms/step - loss: 5.0907e-04
Epoch 3695/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0907e-04
Epoch 3696/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0907e-04
Epoch 3697/5000
1/1 [==============================] - 0s 9ms/step - loss: 5.0907e-04
Epoch 3698/5000
1/1 [==============================] - 0s 10ms/step - loss: 5.0907e-04
Epoch 3699/5000
1/1 [==============================] - 0s 12ms/step - loss: 5.0907e-04
Epoch 3700/5000
1/1 [==============================] - 0s 13ms/step - loss: 5.0907e-04
Epoch 3701/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0907e-04
Epoch 3702/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0907e-04
Epoch 3703/5000
1/1 [==============================] - 0s 11ms/step - loss: 5.0907e-04
Epoch 3704/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0907e-04
Epoch 3705/5000
1/1 [==============================] - 0s 9ms/step - loss: 5.0907e-04
Epoch 3706/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0907e-04
Epoch 3707/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0907e-04
Epoch 3708/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0907e-04
Epoch 3709/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0907e-04
Epoch 3710/5000
1/1 [==============================] - 0s 13ms/step - loss: 5.0907e-04
Epoch 3711/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0907e-04
Epoch 3712/5000
1/1 [==============================] - 0s 12ms/step - loss: 5.0907e-04
Epoch 3713/5000
1/1 [==============================] - 0s 3ms/step - loss: 5.0907e-04
Epoch 3714/5000
1/1 [==============================] - 0s 171ms/step - loss: 5.0907e-04
Epoch 3715/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0907e-04
Epoch 3716/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0907e-04
Epoch 3717/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0907e-04
Epoch 3718/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0907e-04
Epoch 3719/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0907e-04
Epoch 3720/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0907e-04
Epoch 3721/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0907e-04
Epoch 3722/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0907e-04
Epoch 3723/5000
1/1 [==============================] - 0s 10ms/step - loss: 5.0907e-04
Epoch 3724/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0907e-04
Epoch 3725/5000
1/1 [==============================] - 0s 13ms/step - loss: 5.0907e-04
Epoch 3726/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0907e-04
Epoch 3727/5000
1/1 [==============================] - 0s 15ms/step - loss: 5.0907e-04
Epoch 3728/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0907e-04
Epoch 3729/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0906e-04
Epoch 3730/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0907e-04
Epoch 3731/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0906e-04
Epoch 3732/5000
1/1 [==============================] - 0s 9ms/step - loss: 5.0906e-04
Epoch 3733/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0906e-04
Epoch 3734/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0906e-04
Epoch 3735/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0906e-04
Epoch 3736/5000
1/1 [==============================] - 0s 10ms/step - loss: 5.0906e-04
Epoch 3737/5000
1/1 [==============================] - 0s 3ms/step - loss: 5.0906e-04
Epoch 3738/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0906e-04
Epoch 3739/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0906e-04
Epoch 3740/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0906e-04
Epoch 3741/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0906e-04
Epoch 3742/5000
1/1 [==============================] - 0s 16ms/step - loss: 5.0906e-04
Epoch 3743/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0906e-04
Epoch 3744/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0906e-04
Epoch 3745/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0906e-04
Epoch 3746/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0906e-04
Epoch 3747/5000
1/1 [==============================] - 0s 15ms/step - loss: 5.0906e-04
Epoch 3748/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0906e-04
Epoch 3749/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0906e-04
Epoch 3750/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0906e-04
Epoch 3751/5000
1/1 [==============================] - 0s 17ms/step - loss: 5.0906e-04
Epoch 3752/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0906e-04
Epoch 3753/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0906e-04
Epoch 3754/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0906e-04
Epoch 3755/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0906e-04
Epoch 3756/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0906e-04
Epoch 3757/5000
1/1 [==============================] - 0s 24ms/step - loss: 5.0906e-04
Epoch 3758/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0906e-04
Epoch 3759/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0906e-04
Epoch 3760/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0906e-04
Epoch 3761/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0906e-04
Epoch 3762/5000
1/1 [==============================] - 0s 14ms/step - loss: 5.0906e-04
Epoch 3763/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0906e-04
Epoch 3764/5000
1/1 [==============================] - 0s 18ms/step - loss: 5.0906e-04
Epoch 3765/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0906e-04
Epoch 3766/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0906e-04
Epoch 3767/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0906e-04
Epoch 3768/5000
1/1 [==============================] - 0s 19ms/step - loss: 5.0906e-04
Epoch 3769/5000
1/1 [==============================] - 0s 10ms/step - loss: 5.0906e-04
Epoch 3770/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0906e-04
Epoch 3771/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0906e-04
Epoch 3772/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0906e-04
Epoch 3773/5000
1/1 [==============================] - 0s 13ms/step - loss: 5.0906e-04
Epoch 3774/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0906e-04
Epoch 3775/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0906e-04
Epoch 3776/5000
1/1 [==============================] - 0s 136ms/step - loss: 5.0906e-04
Epoch 3777/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0906e-04
Epoch 3778/5000
1/1 [==============================] - 0s 9ms/step - loss: 5.0906e-04
Epoch 3779/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0906e-04
Epoch 3780/5000
1/1 [==============================] - 0s 13ms/step - loss: 5.0906e-04
Epoch 3781/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0906e-04
Epoch 3782/5000
1/1 [==============================] - 0s 16ms/step - loss: 5.0906e-04
Epoch 3783/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0906e-04
Epoch 3784/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0906e-04
Epoch 3785/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0906e-04
Epoch 3786/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0906e-04
Epoch 3787/5000
1/1 [==============================] - 0s 17ms/step - loss: 5.0906e-04
Epoch 3788/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0906e-04
Epoch 3789/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0906e-04
Epoch 3790/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0906e-04
Epoch 3791/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0906e-04
Epoch 3792/5000
1/1 [==============================] - 0s 15ms/step - loss: 5.0906e-04
Epoch 3793/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0906e-04
Epoch 3794/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0906e-04
Epoch 3795/5000
1/1 [==============================] - 0s 11ms/step - loss: 5.0906e-04
Epoch 3796/5000
1/1 [==============================] - 0s 13ms/step - loss: 5.0906e-04
Epoch 3797/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0906e-04
Epoch 3798/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0906e-04
Epoch 3799/5000
1/1 [==============================] - 0s 12ms/step - loss: 5.0906e-04
Epoch 3800/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0906e-04
Epoch 3801/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0906e-04
Epoch 3802/5000
1/1 [==============================] - 0s 16ms/step - loss: 5.0906e-04
Epoch 3803/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0906e-04
Epoch 3804/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0906e-04
Epoch 3805/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0906e-04
Epoch 3806/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0906e-04
Epoch 3807/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0906e-04
Epoch 3808/5000
1/1 [==============================] - 0s 26ms/step - loss: 5.0906e-04
Epoch 3809/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0906e-04
Epoch 3810/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0906e-04
Epoch 3811/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0906e-04
Epoch 3812/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0906e-04
Epoch 3813/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0906e-04
Epoch 3814/5000
1/1 [==============================] - 0s 19ms/step - loss: 5.0906e-04
Epoch 3815/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0906e-04
Epoch 3816/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0906e-04
Epoch 3817/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0906e-04
Epoch 3818/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0906e-04
Epoch 3819/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0906e-04
Epoch 3820/5000
1/1 [==============================] - 0s 15ms/step - loss: 5.0906e-04
Epoch 3821/5000
1/1 [==============================] - 0s 9ms/step - loss: 5.0906e-04
Epoch 3822/5000
1/1 [==============================] - 0s 17ms/step - loss: 5.0906e-04
Epoch 3823/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0905e-04
Epoch 3824/5000
1/1 [==============================] - 0s 10ms/step - loss: 5.0906e-04
Epoch 3825/5000
1/1 [==============================] - 0s 13ms/step - loss: 5.0906e-04
Epoch 3826/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0905e-04
Epoch 3827/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0906e-04
Epoch 3828/5000
1/1 [==============================] - 0s 23ms/step - loss: 5.0906e-04
Epoch 3829/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0905e-04
Epoch 3830/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0905e-04
Epoch 3831/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0905e-04
Epoch 3832/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0905e-04
Epoch 3833/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0905e-04
Epoch 3834/5000
1/1 [==============================] - 0s 18ms/step - loss: 5.0905e-04
Epoch 3835/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0905e-04
Epoch 3836/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0905e-04
Epoch 3837/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0905e-04
Epoch 3838/5000
1/1 [==============================] - 0s 16ms/step - loss: 5.0905e-04
Epoch 3839/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0905e-04
Epoch 3840/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0905e-04
Epoch 3841/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0905e-04
Epoch 3842/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0905e-04
Epoch 3843/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0905e-04
Epoch 3844/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0905e-04
Epoch 3845/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0905e-04
Epoch 3846/5000
1/1 [==============================] - 0s 19ms/step - loss: 5.0905e-04
Epoch 3847/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0905e-04
Epoch 3848/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0905e-04
Epoch 3849/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0905e-04
Epoch 3850/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0905e-04
Epoch 3851/5000
1/1 [==============================] - 0s 23ms/step - loss: 5.0905e-04
Epoch 3852/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0905e-04
Epoch 3853/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0905e-04
Epoch 3854/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0905e-04
Epoch 3855/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0905e-04
Epoch 3856/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0905e-04
Epoch 3857/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0905e-04
Epoch 3858/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0905e-04
Epoch 3859/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0905e-04
Epoch 3860/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0905e-04
Epoch 3861/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0905e-04
Epoch 3862/5000
1/1 [==============================] - 0s 21ms/step - loss: 5.0905e-04
Epoch 3863/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0905e-04
Epoch 3864/5000
1/1 [==============================] - 0s 11ms/step - loss: 5.0905e-04
Epoch 3865/5000
1/1 [==============================] - 0s 10ms/step - loss: 5.0905e-04
Epoch 3866/5000
1/1 [==============================] - 0s 20ms/step - loss: 5.0905e-04
Epoch 3867/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0905e-04
Epoch 3868/5000
1/1 [==============================] - 0s 10ms/step - loss: 5.0905e-04
Epoch 3869/5000
1/1 [==============================] - 0s 9ms/step - loss: 5.0905e-04
Epoch 3870/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0905e-04
Epoch 3871/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0905e-04
Epoch 3872/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0905e-04
Epoch 3873/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0905e-04
Epoch 3874/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0905e-04
Epoch 3875/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0905e-04
Epoch 3876/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0905e-04
Epoch 3877/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0905e-04
Epoch 3878/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0905e-04
Epoch 3879/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0905e-04
Epoch 3880/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0905e-04
Epoch 3881/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0905e-04
Epoch 3882/5000
1/1 [==============================] - 0s 9ms/step - loss: 5.0905e-04
Epoch 3883/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0905e-04
Epoch 3884/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0905e-04
Epoch 3885/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0905e-04
Epoch 3886/5000
1/1 [==============================] - 0s 14ms/step - loss: 5.0905e-04
Epoch 3887/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0905e-04
Epoch 3888/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0905e-04
Epoch 3889/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0905e-04
Epoch 3890/5000
1/1 [==============================] - 0s 17ms/step - loss: 5.0905e-04
Epoch 3891/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0905e-04
Epoch 3892/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0905e-04
Epoch 3893/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0905e-04
Epoch 3894/5000
1/1 [==============================] - 0s 9ms/step - loss: 5.0905e-04
Epoch 3895/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0905e-04
Epoch 3896/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0905e-04
Epoch 3897/5000
1/1 [==============================] - 0s 18ms/step - loss: 5.0905e-04
Epoch 3898/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0905e-04
Epoch 3899/5000
1/1 [==============================] - 0s 12ms/step - loss: 5.0905e-04
Epoch 3900/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0905e-04
Epoch 3901/5000
1/1 [==============================] - 0s 150ms/step - loss: 5.0905e-04
Epoch 3902/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0905e-04
Epoch 3903/5000
1/1 [==============================] - 0s 9ms/step - loss: 5.0905e-04
Epoch 3904/5000
1/1 [==============================] - 0s 9ms/step - loss: 5.0905e-04
Epoch 3905/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0905e-04
Epoch 3906/5000
1/1 [==============================] - 0s 10ms/step - loss: 5.0905e-04
Epoch 3907/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0905e-04
Epoch 3908/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0905e-04
Epoch 3909/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0905e-04
Epoch 3910/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0905e-04
Epoch 3911/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0905e-04
Epoch 3912/5000
1/1 [==============================] - 0s 15ms/step - loss: 5.0905e-04
Epoch 3913/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0905e-04
Epoch 3914/5000
1/1 [==============================] - 0s 3ms/step - loss: 5.0905e-04
Epoch 3915/5000
1/1 [==============================] - 0s 12ms/step - loss: 5.0905e-04
Epoch 3916/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0905e-04
Epoch 3917/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0904e-04
Epoch 3918/5000
1/1 [==============================] - 0s 9ms/step - loss: 5.0905e-04
Epoch 3919/5000
1/1 [==============================] - 0s 9ms/step - loss: 5.0904e-04
Epoch 3920/5000
1/1 [==============================] - 0s 9ms/step - loss: 5.0904e-04
Epoch 3921/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0904e-04
Epoch 3922/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0904e-04
Epoch 3923/5000
1/1 [==============================] - 0s 15ms/step - loss: 5.0904e-04
Epoch 3924/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0904e-04
Epoch 3925/5000
1/1 [==============================] - 0s 9ms/step - loss: 5.0904e-04
Epoch 3926/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0904e-04
Epoch 3927/5000
1/1 [==============================] - 0s 10ms/step - loss: 5.0904e-04
Epoch 3928/5000
1/1 [==============================] - 0s 11ms/step - loss: 5.0904e-04
Epoch 3929/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0904e-04
Epoch 3930/5000
1/1 [==============================] - 0s 12ms/step - loss: 5.0904e-04
Epoch 3931/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0904e-04
Epoch 3932/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0904e-04
Epoch 3933/5000
1/1 [==============================] - 0s 12ms/step - loss: 5.0904e-04
Epoch 3934/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0904e-04
Epoch 3935/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0904e-04
Epoch 3936/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0904e-04
Epoch 3937/5000
1/1 [==============================] - 0s 13ms/step - loss: 5.0904e-04
Epoch 3938/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0904e-04
Epoch 3939/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0904e-04
Epoch 3940/5000
1/1 [==============================] - 0s 16ms/step - loss: 5.0904e-04
Epoch 3941/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0904e-04
Epoch 3942/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0904e-04
Epoch 3943/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0904e-04
Epoch 3944/5000
1/1 [==============================] - 0s 12ms/step - loss: 5.0904e-04
Epoch 3945/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0904e-04
Epoch 3946/5000
1/1 [==============================] - 0s 14ms/step - loss: 5.0904e-04
Epoch 3947/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0904e-04
Epoch 3948/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0904e-04
Epoch 3949/5000
1/1 [==============================] - 0s 9ms/step - loss: 5.0904e-04
Epoch 3950/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0904e-04
Epoch 3951/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0904e-04
Epoch 3952/5000
1/1 [==============================] - 0s 14ms/step - loss: 5.0904e-04
Epoch 3953/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0904e-04
Epoch 3954/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0904e-04
Epoch 3955/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0904e-04
Epoch 3956/5000
1/1 [==============================] - 0s 24ms/step - loss: 5.0904e-04
Epoch 3957/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0904e-04
Epoch 3958/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0904e-04
Epoch 3959/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0904e-04
Epoch 3960/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0904e-04
Epoch 3961/5000
1/1 [==============================] - 0s 19ms/step - loss: 5.0904e-04
Epoch 3962/5000
1/1 [==============================] - 0s 14ms/step - loss: 5.0904e-04
Epoch 3963/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0904e-04
Epoch 3964/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0904e-04
Epoch 3965/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0904e-04
Epoch 3966/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0904e-04
Epoch 3967/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0904e-04
Epoch 3968/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0904e-04
Epoch 3969/5000
1/1 [==============================] - 0s 11ms/step - loss: 5.0904e-04
Epoch 3970/5000
1/1 [==============================] - 0s 10ms/step - loss: 5.0904e-04
Epoch 3971/5000
1/1 [==============================] - 0s 22ms/step - loss: 5.0904e-04
Epoch 3972/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0904e-04
Epoch 3973/5000
1/1 [==============================] - 0s 11ms/step - loss: 5.0904e-04
Epoch 3974/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0904e-04
Epoch 3975/5000
1/1 [==============================] - 0s 13ms/step - loss: 5.0904e-04
Epoch 3976/5000
1/1 [==============================] - 0s 12ms/step - loss: 5.0904e-04
Epoch 3977/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0904e-04
Epoch 3978/5000
1/1 [==============================] - 0s 3ms/step - loss: 5.0904e-04
Epoch 3979/5000
1/1 [==============================] - 0s 9ms/step - loss: 5.0904e-04
Epoch 3980/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0904e-04
Epoch 3981/5000
1/1 [==============================] - 0s 12ms/step - loss: 5.0904e-04
Epoch 3982/5000
1/1 [==============================] - 0s 9ms/step - loss: 5.0904e-04
Epoch 3983/5000
1/1 [==============================] - 0s 30ms/step - loss: 5.0904e-04
Epoch 3984/5000
1/1 [==============================] - 0s 12ms/step - loss: 5.0904e-04
Epoch 3985/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0904e-04
Epoch 3986/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0904e-04
Epoch 3987/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0904e-04
Epoch 3988/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0904e-04
Epoch 3989/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0904e-04
Epoch 3990/5000
1/1 [==============================] - 0s 3ms/step - loss: 5.0904e-04
Epoch 3991/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0904e-04
Epoch 3992/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0904e-04
Epoch 3993/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0904e-04
Epoch 3994/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0904e-04
Epoch 3995/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0904e-04
Epoch 3996/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0904e-04
Epoch 3997/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0904e-04
Epoch 3998/5000
1/1 [==============================] - 0s 15ms/step - loss: 5.0904e-04
Epoch 3999/5000
1/1 [==============================] - 0s 12ms/step - loss: 5.0904e-04
Epoch 4000/5000
1/1 [==============================] - 0s 20ms/step - loss: 5.0904e-04
Epoch 4001/5000
1/1 [==============================] - 0s 3ms/step - loss: 5.0904e-04
Epoch 4002/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0904e-04
Epoch 4003/5000
1/1 [==============================] - 0s 10ms/step - loss: 5.0904e-04
Epoch 4004/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0904e-04
Epoch 4005/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0903e-04
Epoch 4006/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0903e-04
Epoch 4007/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0903e-04
Epoch 4008/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0903e-04
Epoch 4009/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0903e-04
Epoch 4010/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0903e-04
Epoch 4011/5000
1/1 [==============================] - 0s 10ms/step - loss: 5.0903e-04
Epoch 4012/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0903e-04
Epoch 4013/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0903e-04
Epoch 4014/5000
1/1 [==============================] - 0s 3ms/step - loss: 5.0903e-04
Epoch 4015/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0903e-04
Epoch 4016/5000
1/1 [==============================] - 0s 10ms/step - loss: 5.0903e-04
Epoch 4017/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0903e-04
Epoch 4018/5000
1/1 [==============================] - 0s 12ms/step - loss: 5.0903e-04
Epoch 4019/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0903e-04
Epoch 4020/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0903e-04
Epoch 4021/5000
1/1 [==============================] - 0s 11ms/step - loss: 5.0903e-04
Epoch 4022/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0903e-04
Epoch 4023/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0903e-04
Epoch 4024/5000
1/1 [==============================] - 0s 13ms/step - loss: 5.0903e-04
Epoch 4025/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0903e-04
Epoch 4026/5000
1/1 [==============================] - 0s 77ms/step - loss: 5.0903e-04
Epoch 4027/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0903e-04
Epoch 4028/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0903e-04
Epoch 4029/5000
1/1 [==============================] - 0s 12ms/step - loss: 5.0903e-04
Epoch 4030/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0903e-04
Epoch 4031/5000
1/1 [==============================] - 0s 14ms/step - loss: 5.0903e-04
Epoch 4032/5000
1/1 [==============================] - 0s 9ms/step - loss: 5.0903e-04
Epoch 4033/5000
1/1 [==============================] - 0s 11ms/step - loss: 5.0903e-04
Epoch 4034/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0903e-04
Epoch 4035/5000
1/1 [==============================] - 0s 11ms/step - loss: 5.0903e-04
Epoch 4036/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0903e-04
Epoch 4037/5000
1/1 [==============================] - 0s 12ms/step - loss: 5.0903e-04
Epoch 4038/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0903e-04
Epoch 4039/5000
1/1 [==============================] - 0s 11ms/step - loss: 5.0903e-04
Epoch 4040/5000
1/1 [==============================] - 0s 3ms/step - loss: 5.0903e-04
Epoch 4041/5000
1/1 [==============================] - 0s 9ms/step - loss: 5.0903e-04
Epoch 4042/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0903e-04
Epoch 4043/5000
1/1 [==============================] - 0s 9ms/step - loss: 5.0903e-04
Epoch 4044/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0903e-04
Epoch 4045/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0903e-04
Epoch 4046/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0903e-04
Epoch 4047/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0903e-04
Epoch 4048/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0903e-04
Epoch 4049/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0903e-04
Epoch 4050/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0903e-04
Epoch 4051/5000
1/1 [==============================] - 0s 14ms/step - loss: 5.0903e-04
Epoch 4052/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0903e-04
Epoch 4053/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0903e-04
Epoch 4054/5000
1/1 [==============================] - 0s 3ms/step - loss: 5.0903e-04
Epoch 4055/5000
1/1 [==============================] - 0s 10ms/step - loss: 5.0903e-04
Epoch 4056/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0903e-04
Epoch 4057/5000
1/1 [==============================] - 0s 14ms/step - loss: 5.0903e-04
Epoch 4058/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0903e-04
Epoch 4059/5000
1/1 [==============================] - 0s 9ms/step - loss: 5.0903e-04
Epoch 4060/5000
1/1 [==============================] - 0s 9ms/step - loss: 5.0903e-04
Epoch 4061/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0903e-04
Epoch 4062/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0903e-04
Epoch 4063/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0903e-04
Epoch 4064/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0903e-04
Epoch 4065/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0903e-04
Epoch 4066/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0903e-04
Epoch 4067/5000
1/1 [==============================] - 0s 9ms/step - loss: 5.0903e-04
Epoch 4068/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0903e-04
Epoch 4069/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0903e-04
Epoch 4070/5000
1/1 [==============================] - 0s 16ms/step - loss: 5.0903e-04
Epoch 4071/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0903e-04
Epoch 4072/5000
1/1 [==============================] - 0s 12ms/step - loss: 5.0903e-04
Epoch 4073/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0903e-04
Epoch 4074/5000
1/1 [==============================] - 0s 12ms/step - loss: 5.0903e-04
Epoch 4075/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0903e-04
Epoch 4076/5000
1/1 [==============================] - 0s 10ms/step - loss: 5.0903e-04
Epoch 4077/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0903e-04
Epoch 4078/5000
1/1 [==============================] - 0s 10ms/step - loss: 5.0903e-04
Epoch 4079/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0903e-04
Epoch 4080/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0903e-04
Epoch 4081/5000
1/1 [==============================] - 0s 10ms/step - loss: 5.0903e-04
Epoch 4082/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0903e-04
Epoch 4083/5000
1/1 [==============================] - 0s 12ms/step - loss: 5.0903e-04
Epoch 4084/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0902e-04
Epoch 4085/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0903e-04
Epoch 4086/5000
1/1 [==============================] - 0s 13ms/step - loss: 5.0903e-04
Epoch 4087/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0903e-04
Epoch 4088/5000
1/1 [==============================] - 0s 98ms/step - loss: 5.0903e-04
Epoch 4089/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0903e-04
Epoch 4090/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0903e-04
Epoch 4091/5000
1/1 [==============================] - 0s 16ms/step - loss: 5.0903e-04
Epoch 4092/5000
1/1 [==============================] - 0s 21ms/step - loss: 5.0902e-04
Epoch 4093/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0902e-04
Epoch 4094/5000
1/1 [==============================] - 0s 19ms/step - loss: 5.0902e-04
Epoch 4095/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0902e-04
Epoch 4096/5000
1/1 [==============================] - 0s 13ms/step - loss: 5.0902e-04
Epoch 4097/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0902e-04
Epoch 4098/5000
1/1 [==============================] - 0s 9ms/step - loss: 5.0902e-04
Epoch 4099/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0902e-04
Epoch 4100/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0902e-04
Epoch 4101/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0902e-04
Epoch 4102/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0902e-04
Epoch 4103/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0902e-04
Epoch 4104/5000
1/1 [==============================] - 0s 10ms/step - loss: 5.0902e-04
Epoch 4105/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0902e-04
Epoch 4106/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0902e-04
Epoch 4107/5000
1/1 [==============================] - 0s 16ms/step - loss: 5.0902e-04
Epoch 4108/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0902e-04
Epoch 4109/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0902e-04
Epoch 4110/5000
1/1 [==============================] - 0s 20ms/step - loss: 5.0902e-04
Epoch 4111/5000
1/1 [==============================] - 0s 10ms/step - loss: 5.0902e-04
Epoch 4112/5000
1/1 [==============================] - 0s 12ms/step - loss: 5.0902e-04
Epoch 4113/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0902e-04
Epoch 4114/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0902e-04
Epoch 4115/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0902e-04
Epoch 4116/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0902e-04
Epoch 4117/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0902e-04
Epoch 4118/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0902e-04
Epoch 4119/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0902e-04
Epoch 4120/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0902e-04
Epoch 4121/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0902e-04
Epoch 4122/5000
1/1 [==============================] - 0s 12ms/step - loss: 5.0902e-04
Epoch 4123/5000
1/1 [==============================] - 0s 20ms/step - loss: 5.0902e-04
Epoch 4124/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0902e-04
Epoch 4125/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0902e-04
Epoch 4126/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0902e-04
Epoch 4127/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0902e-04
Epoch 4128/5000
1/1 [==============================] - 0s 15ms/step - loss: 5.0902e-04
Epoch 4129/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0902e-04
Epoch 4130/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0902e-04
Epoch 4131/5000
1/1 [==============================] - 0s 21ms/step - loss: 5.0902e-04
Epoch 4132/5000
1/1 [==============================] - 0s 10ms/step - loss: 5.0902e-04
Epoch 4133/5000
1/1 [==============================] - 0s 14ms/step - loss: 5.0902e-04
Epoch 4134/5000
1/1 [==============================] - 0s 56ms/step - loss: 5.0902e-04
Epoch 4135/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0902e-04
Epoch 4136/5000
1/1 [==============================] - 0s 9ms/step - loss: 5.0902e-04
Epoch 4137/5000
1/1 [==============================] - 0s 39ms/step - loss: 5.0902e-04
Epoch 4138/5000
1/1 [==============================] - 0s 11ms/step - loss: 5.0902e-04
Epoch 4139/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0902e-04
Epoch 4140/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0902e-04
Epoch 4141/5000
1/1 [==============================] - 0s 9ms/step - loss: 5.0902e-04
Epoch 4142/5000
1/1 [==============================] - 0s 14ms/step - loss: 5.0902e-04
Epoch 4143/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0902e-04
Epoch 4144/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0902e-04
Epoch 4145/5000
1/1 [==============================] - 0s 17ms/step - loss: 5.0902e-04
Epoch 4146/5000
1/1 [==============================] - 0s 10ms/step - loss: 5.0902e-04
Epoch 4147/5000
1/1 [==============================] - 0s 9ms/step - loss: 5.0902e-04
Epoch 4148/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0902e-04
Epoch 4149/5000
1/1 [==============================] - 0s 11ms/step - loss: 5.0902e-04
Epoch 4150/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0902e-04
Epoch 4151/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0902e-04
Epoch 4152/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0902e-04
Epoch 4153/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0902e-04
Epoch 4154/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0902e-04
Epoch 4155/5000
1/1 [==============================] - 0s 12ms/step - loss: 5.0902e-04
Epoch 4156/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0902e-04
Epoch 4157/5000
1/1 [==============================] - 0s 9ms/step - loss: 5.0902e-04
Epoch 4158/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0902e-04
Epoch 4159/5000
1/1 [==============================] - 0s 17ms/step - loss: 5.0902e-04
Epoch 4160/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0902e-04
Epoch 4161/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0902e-04
Epoch 4162/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0902e-04
Epoch 4163/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0902e-04
Epoch 4164/5000
1/1 [==============================] - 0s 56ms/step - loss: 5.0902e-04
Epoch 4165/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0902e-04
Epoch 4166/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0902e-04
Epoch 4167/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0902e-04
Epoch 4168/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0902e-04
Epoch 4169/5000
1/1 [==============================] - 0s 24ms/step - loss: 5.0902e-04
Epoch 4170/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0902e-04
Epoch 4171/5000
1/1 [==============================] - 0s 13ms/step - loss: 5.0902e-04
Epoch 4172/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0902e-04
Epoch 4173/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0902e-04
Epoch 4174/5000
1/1 [==============================] - 0s 10ms/step - loss: 5.0902e-04
Epoch 4175/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0901e-04
Epoch 4176/5000
1/1 [==============================] - 0s 10ms/step - loss: 5.0902e-04
Epoch 4177/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0901e-04
Epoch 4178/5000
1/1 [==============================] - 0s 21ms/step - loss: 5.0901e-04
Epoch 4179/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0901e-04
Epoch 4180/5000
1/1 [==============================] - 0s 9ms/step - loss: 5.0901e-04
Epoch 4181/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0901e-04
Epoch 4182/5000
1/1 [==============================] - 0s 25ms/step - loss: 5.0901e-04
Epoch 4183/5000
1/1 [==============================] - 0s 37ms/step - loss: 5.0901e-04
Epoch 4184/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0901e-04
Epoch 4185/5000
1/1 [==============================] - 0s 10ms/step - loss: 5.0901e-04
Epoch 4186/5000
1/1 [==============================] - 0s 9ms/step - loss: 5.0901e-04
Epoch 4187/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0901e-04
Epoch 4188/5000
1/1 [==============================] - 0s 13ms/step - loss: 5.0901e-04
Epoch 4189/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0901e-04
Epoch 4190/5000
1/1 [==============================] - 0s 16ms/step - loss: 5.0901e-04
Epoch 4191/5000
1/1 [==============================] - 0s 12ms/step - loss: 5.0901e-04
Epoch 4192/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0901e-04
Epoch 4193/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0901e-04
Epoch 4194/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0901e-04
Epoch 4195/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0901e-04
Epoch 4196/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0901e-04
Epoch 4197/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0901e-04
Epoch 4198/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0901e-04
Epoch 4199/5000
1/1 [==============================] - 0s 14ms/step - loss: 5.0901e-04
Epoch 4200/5000
1/1 [==============================] - 0s 23ms/step - loss: 5.0901e-04
Epoch 4201/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0901e-04
Epoch 4202/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0901e-04
Epoch 4203/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0901e-04
Epoch 4204/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0901e-04
Epoch 4205/5000
1/1 [==============================] - 0s 14ms/step - loss: 5.0901e-04
Epoch 4206/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0901e-04
Epoch 4207/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0901e-04
Epoch 4208/5000
1/1 [==============================] - 0s 11ms/step - loss: 5.0901e-04
Epoch 4209/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0901e-04
Epoch 4210/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0901e-04
Epoch 4211/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0901e-04
Epoch 4212/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0901e-04
Epoch 4213/5000
1/1 [==============================] - 0s 18ms/step - loss: 5.0901e-04
Epoch 4214/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0901e-04
Epoch 4215/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0901e-04
Epoch 4216/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0901e-04
Epoch 4217/5000
1/1 [==============================] - 0s 17ms/step - loss: 5.0901e-04
Epoch 4218/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0901e-04
Epoch 4219/5000
1/1 [==============================] - 0s 16ms/step - loss: 5.0901e-04
Epoch 4220/5000
1/1 [==============================] - 0s 9ms/step - loss: 5.0901e-04
Epoch 4221/5000
1/1 [==============================] - 0s 12ms/step - loss: 5.0901e-04
Epoch 4222/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0901e-04
Epoch 4223/5000
1/1 [==============================] - 0s 18ms/step - loss: 5.0901e-04
Epoch 4224/5000
1/1 [==============================] - 0s 25ms/step - loss: 5.0901e-04
Epoch 4225/5000
1/1 [==============================] - 0s 9ms/step - loss: 5.0901e-04
Epoch 4226/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0901e-04
Epoch 4227/5000
1/1 [==============================] - 0s 17ms/step - loss: 5.0901e-04
Epoch 4228/5000
1/1 [==============================] - 0s 9ms/step - loss: 5.0901e-04
Epoch 4229/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0901e-04
Epoch 4230/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0901e-04
Epoch 4231/5000
1/1 [==============================] - 0s 19ms/step - loss: 5.0901e-04
Epoch 4232/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0901e-04
Epoch 4233/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0901e-04
Epoch 4234/5000
1/1 [==============================] - 0s 27ms/step - loss: 5.0901e-04
Epoch 4235/5000
1/1 [==============================] - 0s 11ms/step - loss: 5.0901e-04
Epoch 4236/5000
1/1 [==============================] - 0s 18ms/step - loss: 5.0901e-04
Epoch 4237/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0901e-04
Epoch 4238/5000
1/1 [==============================] - 0s 24ms/step - loss: 5.0901e-04
Epoch 4239/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0901e-04
Epoch 4240/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0901e-04
Epoch 4241/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0901e-04
Epoch 4242/5000
1/1 [==============================] - 0s 3ms/step - loss: 5.0901e-04
Epoch 4243/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0901e-04
Epoch 4244/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0901e-04
Epoch 4245/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0901e-04
Epoch 4246/5000
1/1 [==============================] - 0s 9ms/step - loss: 5.0901e-04
Epoch 4247/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0901e-04
Epoch 4248/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0901e-04
Epoch 4249/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0901e-04
Epoch 4250/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0901e-04
Epoch 4251/5000
1/1 [==============================] - 0s 15ms/step - loss: 5.0900e-04
Epoch 4252/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0900e-04
Epoch 4253/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0901e-04
Epoch 4254/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0900e-04
Epoch 4255/5000
1/1 [==============================] - 0s 14ms/step - loss: 5.0900e-04
Epoch 4256/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0900e-04
Epoch 4257/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0900e-04
Epoch 4258/5000
1/1 [==============================] - 0s 16ms/step - loss: 5.0900e-04
Epoch 4259/5000
1/1 [==============================] - 0s 10ms/step - loss: 5.0900e-04
Epoch 4260/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0900e-04
Epoch 4261/5000
1/1 [==============================] - 0s 18ms/step - loss: 5.0900e-04
Epoch 4262/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0900e-04
Epoch 4263/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0900e-04
Epoch 4264/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0900e-04
Epoch 4265/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0900e-04
Epoch 4266/5000
1/1 [==============================] - 0s 17ms/step - loss: 5.0900e-04
Epoch 4267/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0900e-04
Epoch 4268/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0900e-04
Epoch 4269/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0900e-04
Epoch 4270/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0900e-04
Epoch 4271/5000
1/1 [==============================] - 0s 16ms/step - loss: 5.0900e-04
Epoch 4272/5000
1/1 [==============================] - 0s 13ms/step - loss: 5.0900e-04
Epoch 4273/5000
1/1 [==============================] - 0s 11ms/step - loss: 5.0900e-04
Epoch 4274/5000
1/1 [==============================] - 0s 14ms/step - loss: 5.0900e-04
Epoch 4275/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0900e-04
Epoch 4276/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0900e-04
Epoch 4277/5000
1/1 [==============================] - 0s 10ms/step - loss: 5.0900e-04
Epoch 4278/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0900e-04
Epoch 4279/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0900e-04
Epoch 4280/5000
1/1 [==============================] - 0s 12ms/step - loss: 5.0900e-04
Epoch 4281/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0900e-04
Epoch 4282/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0900e-04
Epoch 4283/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0900e-04
Epoch 4284/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0900e-04
Epoch 4285/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0900e-04
Epoch 4286/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0900e-04
Epoch 4287/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0900e-04
Epoch 4288/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0900e-04
Epoch 4289/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0900e-04
Epoch 4290/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0900e-04
Epoch 4291/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0900e-04
Epoch 4292/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0900e-04
Epoch 4293/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0900e-04
Epoch 4294/5000
1/1 [==============================] - 0s 12ms/step - loss: 5.0900e-04
Epoch 4295/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0900e-04
Epoch 4296/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0900e-04
Epoch 4297/5000
1/1 [==============================] - 0s 17ms/step - loss: 5.0900e-04
Epoch 4298/5000
1/1 [==============================] - 0s 10ms/step - loss: 5.0900e-04
Epoch 4299/5000
1/1 [==============================] - 0s 14ms/step - loss: 5.0900e-04
Epoch 4300/5000
1/1 [==============================] - 0s 10ms/step - loss: 5.0900e-04
Epoch 4301/5000
1/1 [==============================] - 0s 11ms/step - loss: 5.0900e-04
Epoch 4302/5000
1/1 [==============================] - 0s 9ms/step - loss: 5.0900e-04
Epoch 4303/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0900e-04
Epoch 4304/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0900e-04
Epoch 4305/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0900e-04
Epoch 4306/5000
1/1 [==============================] - 0s 16ms/step - loss: 5.0900e-04
Epoch 4307/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0900e-04
Epoch 4308/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0900e-04
Epoch 4309/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0900e-04
Epoch 4310/5000
1/1 [==============================] - 0s 12ms/step - loss: 5.0900e-04
Epoch 4311/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0900e-04
Epoch 4312/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0900e-04
Epoch 4313/5000
1/1 [==============================] - 0s 13ms/step - loss: 5.0900e-04
Epoch 4314/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0900e-04
Epoch 4315/5000
1/1 [==============================] - 0s 11ms/step - loss: 5.0900e-04
Epoch 4316/5000
1/1 [==============================] - 0s 35ms/step - loss: 5.0900e-04
Epoch 4317/5000
1/1 [==============================] - 0s 12ms/step - loss: 5.0900e-04
Epoch 4318/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0900e-04
Epoch 4319/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0900e-04
Epoch 4320/5000
1/1 [==============================] - 0s 14ms/step - loss: 5.0900e-04
Epoch 4321/5000
1/1 [==============================] - 0s 11ms/step - loss: 5.0900e-04
Epoch 4322/5000
1/1 [==============================] - 0s 13ms/step - loss: 5.0900e-04
Epoch 4323/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0900e-04
Epoch 4324/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0900e-04
Epoch 4325/5000
1/1 [==============================] - 0s 11ms/step - loss: 5.0900e-04
Epoch 4326/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0900e-04
Epoch 4327/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0900e-04
Epoch 4328/5000
1/1 [==============================] - 0s 9ms/step - loss: 5.0899e-04
Epoch 4329/5000
1/1 [==============================] - 0s 17ms/step - loss: 5.0899e-04
Epoch 4330/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0899e-04
Epoch 4331/5000
1/1 [==============================] - 0s 13ms/step - loss: 5.0899e-04
Epoch 4332/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0899e-04
Epoch 4333/5000
1/1 [==============================] - 0s 19ms/step - loss: 5.0899e-04
Epoch 4334/5000
1/1 [==============================] - 0s 12ms/step - loss: 5.0899e-04
Epoch 4335/5000
1/1 [==============================] - 0s 9ms/step - loss: 5.0899e-04
Epoch 4336/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0899e-04
Epoch 4337/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0899e-04
Epoch 4338/5000
1/1 [==============================] - 0s 33ms/step - loss: 5.0899e-04
Epoch 4339/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0899e-04
Epoch 4340/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0899e-04
Epoch 4341/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0899e-04
Epoch 4342/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0899e-04
Epoch 4343/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0899e-04
Epoch 4344/5000
1/1 [==============================] - 0s 56ms/step - loss: 5.0899e-04
Epoch 4345/5000
1/1 [==============================] - 0s 18ms/step - loss: 5.0899e-04
Epoch 4346/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0899e-04
Epoch 4347/5000
1/1 [==============================] - 0s 10ms/step - loss: 5.0899e-04
Epoch 4348/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0899e-04
Epoch 4349/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0899e-04
Epoch 4350/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0899e-04
Epoch 4351/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0899e-04
Epoch 4352/5000
1/1 [==============================] - 0s 17ms/step - loss: 5.0899e-04
Epoch 4353/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0899e-04
Epoch 4354/5000
1/1 [==============================] - 0s 19ms/step - loss: 5.0899e-04
Epoch 4355/5000
1/1 [==============================] - 0s 9ms/step - loss: 5.0899e-04
Epoch 4356/5000
1/1 [==============================] - 0s 19ms/step - loss: 5.0899e-04
Epoch 4357/5000
1/1 [==============================] - 0s 9ms/step - loss: 5.0899e-04
Epoch 4358/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0899e-04
Epoch 4359/5000
1/1 [==============================] - 0s 10ms/step - loss: 5.0899e-04
Epoch 4360/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0899e-04
Epoch 4361/5000
1/1 [==============================] - 0s 14ms/step - loss: 5.0899e-04
Epoch 4362/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0899e-04
Epoch 4363/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0899e-04
Epoch 4364/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0899e-04
Epoch 4365/5000
1/1 [==============================] - 0s 14ms/step - loss: 5.0899e-04
Epoch 4366/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0899e-04
Epoch 4367/5000
1/1 [==============================] - 0s 19ms/step - loss: 5.0899e-04
Epoch 4368/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0899e-04
Epoch 4369/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0899e-04
Epoch 4370/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0899e-04
Epoch 4371/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0899e-04
Epoch 4372/5000
1/1 [==============================] - 0s 16ms/step - loss: 5.0899e-04
Epoch 4373/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0899e-04
Epoch 4374/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0899e-04
Epoch 4375/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0899e-04
Epoch 4376/5000
1/1 [==============================] - 0s 9ms/step - loss: 5.0899e-04
Epoch 4377/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0899e-04
Epoch 4378/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0899e-04
Epoch 4379/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0899e-04
Epoch 4380/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0899e-04
Epoch 4381/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0899e-04
Epoch 4382/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0899e-04
Epoch 4383/5000
1/1 [==============================] - 0s 9ms/step - loss: 5.0899e-04
Epoch 4384/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0899e-04
Epoch 4385/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0899e-04
Epoch 4386/5000
1/1 [==============================] - 0s 18ms/step - loss: 5.0899e-04
Epoch 4387/5000
1/1 [==============================] - 0s 12ms/step - loss: 5.0899e-04
Epoch 4388/5000
1/1 [==============================] - 0s 9ms/step - loss: 5.0899e-04
Epoch 4389/5000
1/1 [==============================] - 0s 12ms/step - loss: 5.0899e-04
Epoch 4390/5000
1/1 [==============================] - 0s 13ms/step - loss: 5.0899e-04
Epoch 4391/5000
1/1 [==============================] - 0s 3ms/step - loss: 5.0899e-04
Epoch 4392/5000
1/1 [==============================] - 0s 3ms/step - loss: 5.0899e-04
Epoch 4393/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0899e-04
Epoch 4394/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0899e-04
Epoch 4395/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0899e-04
Epoch 4396/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0899e-04
Epoch 4397/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0899e-04
Epoch 4398/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0899e-04
Epoch 4399/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0899e-04
Epoch 4400/5000
1/1 [==============================] - 0s 81ms/step - loss: 5.0898e-04
Epoch 4401/5000
1/1 [==============================] - 0s 13ms/step - loss: 5.0899e-04
Epoch 4402/5000
1/1 [==============================] - 0s 11ms/step - loss: 5.0898e-04
Epoch 4403/5000
1/1 [==============================] - 0s 3ms/step - loss: 5.0898e-04
Epoch 4404/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0898e-04
Epoch 4405/5000
1/1 [==============================] - 0s 11ms/step - loss: 5.0898e-04
Epoch 4406/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0898e-04
Epoch 4407/5000
1/1 [==============================] - 0s 13ms/step - loss: 5.0898e-04
Epoch 4408/5000
1/1 [==============================] - 0s 10ms/step - loss: 5.0898e-04
Epoch 4409/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0898e-04
Epoch 4410/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0898e-04
Epoch 4411/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0898e-04
Epoch 4412/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0898e-04
Epoch 4413/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0898e-04
Epoch 4414/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0898e-04
Epoch 4415/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0898e-04
Epoch 4416/5000
1/1 [==============================] - 0s 14ms/step - loss: 5.0898e-04
Epoch 4417/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0898e-04
Epoch 4418/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0898e-04
Epoch 4419/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0898e-04
Epoch 4420/5000
1/1 [==============================] - 0s 29ms/step - loss: 5.0898e-04
Epoch 4421/5000
1/1 [==============================] - 0s 11ms/step - loss: 5.0898e-04
Epoch 4422/5000
1/1 [==============================] - 0s 10ms/step - loss: 5.0898e-04
Epoch 4423/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0898e-04
Epoch 4424/5000
1/1 [==============================] - 0s 9ms/step - loss: 5.0898e-04
Epoch 4425/5000
1/1 [==============================] - 0s 10ms/step - loss: 5.0898e-04
Epoch 4426/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0898e-04
Epoch 4427/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0898e-04
Epoch 4428/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0898e-04
Epoch 4429/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0898e-04
Epoch 4430/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0898e-04
Epoch 4431/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0898e-04
Epoch 4432/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0898e-04
Epoch 4433/5000
1/1 [==============================] - 0s 10ms/step - loss: 5.0898e-04
Epoch 4434/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0898e-04
Epoch 4435/5000
1/1 [==============================] - 0s 9ms/step - loss: 5.0898e-04
Epoch 4436/5000
1/1 [==============================] - 0s 23ms/step - loss: 5.0898e-04
Epoch 4437/5000
1/1 [==============================] - 0s 11ms/step - loss: 5.0898e-04
Epoch 4438/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0898e-04
Epoch 4439/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0898e-04
Epoch 4440/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0898e-04
Epoch 4441/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0898e-04
Epoch 4442/5000
1/1 [==============================] - 0s 9ms/step - loss: 5.0898e-04
Epoch 4443/5000
1/1 [==============================] - 0s 12ms/step - loss: 5.0898e-04
Epoch 4444/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0898e-04
Epoch 4445/5000
1/1 [==============================] - 0s 9ms/step - loss: 5.0898e-04
Epoch 4446/5000
1/1 [==============================] - 0s 10ms/step - loss: 5.0898e-04
Epoch 4447/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0898e-04
Epoch 4448/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0898e-04
Epoch 4449/5000
1/1 [==============================] - 0s 13ms/step - loss: 5.0898e-04
Epoch 4450/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0898e-04
Epoch 4451/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0898e-04
Epoch 4452/5000
1/1 [==============================] - 0s 11ms/step - loss: 5.0898e-04
Epoch 4453/5000
1/1 [==============================] - 0s 11ms/step - loss: 5.0898e-04
Epoch 4454/5000
1/1 [==============================] - 0s 10ms/step - loss: 5.0898e-04
Epoch 4455/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0898e-04
Epoch 4456/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0898e-04
Epoch 4457/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0898e-04
Epoch 4458/5000
1/1 [==============================] - 0s 13ms/step - loss: 5.0898e-04
Epoch 4459/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0898e-04
Epoch 4460/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0898e-04
Epoch 4461/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0898e-04
Epoch 4462/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0898e-04
Epoch 4463/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0898e-04
Epoch 4464/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0898e-04
Epoch 4465/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0898e-04
Epoch 4466/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0898e-04
Epoch 4467/5000
1/1 [==============================] - 0s 14ms/step - loss: 5.0898e-04
Epoch 4468/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0898e-04
Epoch 4469/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0898e-04
Epoch 4470/5000
1/1 [==============================] - 0s 20ms/step - loss: 5.0898e-04
Epoch 4471/5000
1/1 [==============================] - 0s 14ms/step - loss: 5.0898e-04
Epoch 4472/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0898e-04
Epoch 4473/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0898e-04
Epoch 4474/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0898e-04
Epoch 4475/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0897e-04
Epoch 4476/5000
1/1 [==============================] - 0s 17ms/step - loss: 5.0897e-04
Epoch 4477/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0897e-04
Epoch 4478/5000
1/1 [==============================] - 0s 12ms/step - loss: 5.0897e-04
Epoch 4479/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0897e-04
Epoch 4480/5000
1/1 [==============================] - 0s 15ms/step - loss: 5.0897e-04
Epoch 4481/5000
1/1 [==============================] - 0s 9ms/step - loss: 5.0897e-04
Epoch 4482/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0897e-04
Epoch 4483/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0897e-04
Epoch 4484/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0897e-04
Epoch 4485/5000
1/1 [==============================] - 0s 22ms/step - loss: 5.0897e-04
Epoch 4486/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0897e-04
Epoch 4487/5000
1/1 [==============================] - 0s 19ms/step - loss: 5.0897e-04
Epoch 4488/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0897e-04
Epoch 4489/5000
1/1 [==============================] - 0s 9ms/step - loss: 5.0897e-04
Epoch 4490/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0897e-04
Epoch 4491/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0897e-04
Epoch 4492/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0897e-04
Epoch 4493/5000
1/1 [==============================] - 0s 15ms/step - loss: 5.0897e-04
Epoch 4494/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0897e-04
Epoch 4495/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0897e-04
Epoch 4496/5000
1/1 [==============================] - 0s 11ms/step - loss: 5.0897e-04
Epoch 4497/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0897e-04
Epoch 4498/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0897e-04
Epoch 4499/5000
1/1 [==============================] - 0s 19ms/step - loss: 5.0897e-04
Epoch 4500/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0897e-04
Epoch 4501/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0897e-04
Epoch 4502/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0897e-04
Epoch 4503/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0897e-04
Epoch 4504/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0897e-04
Epoch 4505/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0897e-04
Epoch 4506/5000
1/1 [==============================] - 0s 16ms/step - loss: 5.0897e-04
Epoch 4507/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0897e-04
Epoch 4508/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0897e-04
Epoch 4509/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0897e-04
Epoch 4510/5000
1/1 [==============================] - 0s 26ms/step - loss: 5.0897e-04
Epoch 4511/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0897e-04
Epoch 4512/5000
1/1 [==============================] - 0s 45ms/step - loss: 5.0897e-04
Epoch 4513/5000
1/1 [==============================] - 0s 19ms/step - loss: 5.0897e-04
Epoch 4514/5000
1/1 [==============================] - 0s 10ms/step - loss: 5.0897e-04
Epoch 4515/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0897e-04
Epoch 4516/5000
1/1 [==============================] - 0s 10ms/step - loss: 5.0897e-04
Epoch 4517/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0897e-04
Epoch 4518/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0897e-04
Epoch 4519/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0897e-04
Epoch 4520/5000
1/1 [==============================] - 0s 9ms/step - loss: 5.0897e-04
Epoch 4521/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0897e-04
Epoch 4522/5000
1/1 [==============================] - 0s 12ms/step - loss: 5.0897e-04
Epoch 4523/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0897e-04
Epoch 4524/5000
1/1 [==============================] - 0s 3ms/step - loss: 5.0897e-04
Epoch 4525/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0897e-04
Epoch 4526/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0897e-04
Epoch 4527/5000
1/1 [==============================] - 0s 3ms/step - loss: 5.0897e-04
Epoch 4528/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0897e-04
Epoch 4529/5000
1/1 [==============================] - 0s 17ms/step - loss: 5.0897e-04
Epoch 4530/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0897e-04
Epoch 4531/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0897e-04
Epoch 4532/5000
1/1 [==============================] - 0s 13ms/step - loss: 5.0897e-04
Epoch 4533/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0897e-04
Epoch 4534/5000
1/1 [==============================] - 0s 9ms/step - loss: 5.0897e-04
Epoch 4535/5000
1/1 [==============================] - 0s 20ms/step - loss: 5.0897e-04
Epoch 4536/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0897e-04
Epoch 4537/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0897e-04
Epoch 4538/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0897e-04
Epoch 4539/5000
1/1 [==============================] - 0s 9ms/step - loss: 5.0896e-04
Epoch 4540/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0897e-04
Epoch 4541/5000
1/1 [==============================] - 0s 10ms/step - loss: 5.0896e-04
Epoch 4542/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0897e-04
Epoch 4543/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0896e-04
Epoch 4544/5000
1/1 [==============================] - 0s 10ms/step - loss: 5.0896e-04
Epoch 4545/5000
1/1 [==============================] - 0s 11ms/step - loss: 5.0896e-04
Epoch 4546/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0896e-04
Epoch 4547/5000
1/1 [==============================] - 0s 21ms/step - loss: 5.0896e-04
Epoch 4548/5000
1/1 [==============================] - 0s 13ms/step - loss: 5.0896e-04
Epoch 4549/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0896e-04
Epoch 4550/5000
1/1 [==============================] - 0s 22ms/step - loss: 5.0896e-04
Epoch 4551/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0896e-04
Epoch 4552/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0896e-04
Epoch 4553/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0896e-04
Epoch 4554/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0896e-04
Epoch 4555/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0896e-04
Epoch 4556/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0896e-04
Epoch 4557/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0896e-04
Epoch 4558/5000
1/1 [==============================] - 0s 10ms/step - loss: 5.0896e-04
Epoch 4559/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0896e-04
Epoch 4560/5000
1/1 [==============================] - 0s 15ms/step - loss: 5.0896e-04
Epoch 4561/5000
1/1 [==============================] - 0s 19ms/step - loss: 5.0896e-04
Epoch 4562/5000
1/1 [==============================] - 0s 17ms/step - loss: 5.0896e-04
Epoch 4563/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0896e-04
Epoch 4564/5000
1/1 [==============================] - 0s 30ms/step - loss: 5.0896e-04
Epoch 4565/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0896e-04
Epoch 4566/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0896e-04
Epoch 4567/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0896e-04
Epoch 4568/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0896e-04
Epoch 4569/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0896e-04
Epoch 4570/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0896e-04
Epoch 4571/5000
1/1 [==============================] - 0s 14ms/step - loss: 5.0896e-04
Epoch 4572/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0896e-04
Epoch 4573/5000
1/1 [==============================] - 0s 16ms/step - loss: 5.0896e-04
Epoch 4574/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0896e-04
Epoch 4575/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0896e-04
Epoch 4576/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0896e-04
Epoch 4577/5000
1/1 [==============================] - 0s 20ms/step - loss: 5.0896e-04
Epoch 4578/5000
1/1 [==============================] - 0s 12ms/step - loss: 5.0896e-04
Epoch 4579/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0896e-04
Epoch 4580/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0896e-04
Epoch 4581/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0896e-04
Epoch 4582/5000
1/1 [==============================] - 0s 13ms/step - loss: 5.0896e-04
Epoch 4583/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0896e-04
Epoch 4584/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0896e-04
Epoch 4585/5000
1/1 [==============================] - 0s 14ms/step - loss: 5.0896e-04
Epoch 4586/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0896e-04
Epoch 4587/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0896e-04
Epoch 4588/5000
1/1 [==============================] - 0s 3ms/step - loss: 5.0896e-04
Epoch 4589/5000
1/1 [==============================] - 0s 3ms/step - loss: 5.0896e-04
Epoch 4590/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0896e-04
Epoch 4591/5000
1/1 [==============================] - 0s 20ms/step - loss: 5.0896e-04
Epoch 4592/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0896e-04
Epoch 4593/5000
1/1 [==============================] - 0s 10ms/step - loss: 5.0896e-04
Epoch 4594/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0896e-04
Epoch 4595/5000
1/1 [==============================] - 0s 14ms/step - loss: 5.0896e-04
Epoch 4596/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0896e-04
Epoch 4597/5000
1/1 [==============================] - 0s 12ms/step - loss: 5.0896e-04
Epoch 4598/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0896e-04
Epoch 4599/5000
1/1 [==============================] - 0s 9ms/step - loss: 5.0896e-04
Epoch 4600/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0896e-04
Epoch 4601/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0896e-04
Epoch 4602/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0896e-04
Epoch 4603/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0896e-04
Epoch 4604/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0896e-04
Epoch 4605/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0896e-04
Epoch 4606/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0896e-04
Epoch 4607/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0895e-04
Epoch 4608/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0896e-04
Epoch 4609/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0895e-04
Epoch 4610/5000
1/1 [==============================] - 0s 12ms/step - loss: 5.0895e-04
Epoch 4611/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0895e-04
Epoch 4612/5000
1/1 [==============================] - 0s 11ms/step - loss: 5.0895e-04
Epoch 4613/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0895e-04
Epoch 4614/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0895e-04
Epoch 4615/5000
1/1 [==============================] - 0s 10ms/step - loss: 5.0895e-04
Epoch 4616/5000
1/1 [==============================] - 0s 21ms/step - loss: 5.0895e-04
Epoch 4617/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0895e-04
Epoch 4618/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0895e-04
Epoch 4619/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0895e-04
Epoch 4620/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0895e-04
Epoch 4621/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0895e-04
Epoch 4622/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0895e-04
Epoch 4623/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0895e-04
Epoch 4624/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0895e-04
Epoch 4625/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0895e-04
Epoch 4626/5000
1/1 [==============================] - 0s 13ms/step - loss: 5.0895e-04
Epoch 4627/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0895e-04
Epoch 4628/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0895e-04
Epoch 4629/5000
1/1 [==============================] - 0s 21ms/step - loss: 5.0895e-04
Epoch 4630/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0895e-04
Epoch 4631/5000
1/1 [==============================] - 0s 20ms/step - loss: 5.0895e-04
Epoch 4632/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0895e-04
Epoch 4633/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0895e-04
Epoch 4634/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0895e-04
Epoch 4635/5000
1/1 [==============================] - 0s 11ms/step - loss: 5.0895e-04
Epoch 4636/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0895e-04
Epoch 4637/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0895e-04
Epoch 4638/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0895e-04
Epoch 4639/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0895e-04
Epoch 4640/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0895e-04
Epoch 4641/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0895e-04
Epoch 4642/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0895e-04
Epoch 4643/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0895e-04
Epoch 4644/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0895e-04
Epoch 4645/5000
1/1 [==============================] - 0s 13ms/step - loss: 5.0895e-04
Epoch 4646/5000
1/1 [==============================] - 0s 13ms/step - loss: 5.0895e-04
Epoch 4647/5000
1/1 [==============================] - 0s 11ms/step - loss: 5.0895e-04
Epoch 4648/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0895e-04
Epoch 4649/5000
1/1 [==============================] - 0s 11ms/step - loss: 5.0895e-04
Epoch 4650/5000
1/1 [==============================] - 0s 52ms/step - loss: 5.0895e-04
Epoch 4651/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0895e-04
Epoch 4652/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0895e-04
Epoch 4653/5000
1/1 [==============================] - 0s 9ms/step - loss: 5.0895e-04
Epoch 4654/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0895e-04
Epoch 4655/5000
1/1 [==============================] - 0s 17ms/step - loss: 5.0895e-04
Epoch 4656/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0895e-04
Epoch 4657/5000
1/1 [==============================] - 0s 9ms/step - loss: 5.0895e-04
Epoch 4658/5000
1/1 [==============================] - 0s 11ms/step - loss: 5.0895e-04
Epoch 4659/5000
1/1 [==============================] - 0s 13ms/step - loss: 5.0895e-04
Epoch 4660/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0895e-04
Epoch 4661/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0895e-04
Epoch 4662/5000
1/1 [==============================] - 0s 10ms/step - loss: 5.0895e-04
Epoch 4663/5000
1/1 [==============================] - 0s 11ms/step - loss: 5.0895e-04
Epoch 4664/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0895e-04
Epoch 4665/5000
1/1 [==============================] - 0s 16ms/step - loss: 5.0895e-04
Epoch 4666/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0895e-04
Epoch 4667/5000
1/1 [==============================] - 0s 10ms/step - loss: 5.0895e-04
Epoch 4668/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0895e-04
Epoch 4669/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0895e-04
Epoch 4670/5000
1/1 [==============================] - 0s 15ms/step - loss: 5.0895e-04
Epoch 4671/5000
1/1 [==============================] - 0s 21ms/step - loss: 5.0895e-04
Epoch 4672/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0895e-04
Epoch 4673/5000
1/1 [==============================] - 0s 3ms/step - loss: 5.0894e-04
Epoch 4674/5000
1/1 [==============================] - 0s 10ms/step - loss: 5.0895e-04
Epoch 4675/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0894e-04
Epoch 4676/5000
1/1 [==============================] - 0s 10ms/step - loss: 5.0894e-04
Epoch 4677/5000
1/1 [==============================] - 0s 16ms/step - loss: 5.0894e-04
Epoch 4678/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0894e-04
Epoch 4679/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0894e-04
Epoch 4680/5000
1/1 [==============================] - 0s 13ms/step - loss: 5.0894e-04
Epoch 4681/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0894e-04
Epoch 4682/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0894e-04
Epoch 4683/5000
1/1 [==============================] - 0s 13ms/step - loss: 5.0894e-04
Epoch 4684/5000
1/1 [==============================] - 0s 12ms/step - loss: 5.0894e-04
Epoch 4685/5000
1/1 [==============================] - 0s 9ms/step - loss: 5.0894e-04
Epoch 4686/5000
1/1 [==============================] - 0s 13ms/step - loss: 5.0894e-04
Epoch 4687/5000
1/1 [==============================] - 0s 46ms/step - loss: 5.0894e-04
Epoch 4688/5000
1/1 [==============================] - 0s 59ms/step - loss: 5.0894e-04
Epoch 4689/5000
1/1 [==============================] - 0s 18ms/step - loss: 5.0894e-04
Epoch 4690/5000
1/1 [==============================] - 0s 19ms/step - loss: 5.0894e-04
Epoch 4691/5000
1/1 [==============================] - 0s 15ms/step - loss: 5.0894e-04
Epoch 4692/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0894e-04
Epoch 4693/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0894e-04
Epoch 4694/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0894e-04
Epoch 4695/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0894e-04
Epoch 4696/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0894e-04
Epoch 4697/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0894e-04
Epoch 4698/5000
1/1 [==============================] - 0s 12ms/step - loss: 5.0894e-04
Epoch 4699/5000
1/1 [==============================] - 0s 17ms/step - loss: 5.0894e-04
Epoch 4700/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0894e-04
Epoch 4701/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0894e-04
Epoch 4702/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0894e-04
Epoch 4703/5000
1/1 [==============================] - 0s 20ms/step - loss: 5.0894e-04
Epoch 4704/5000
1/1 [==============================] - 0s 15ms/step - loss: 5.0894e-04
Epoch 4705/5000
1/1 [==============================] - 0s 11ms/step - loss: 5.0894e-04
Epoch 4706/5000
1/1 [==============================] - 0s 29ms/step - loss: 5.0894e-04
Epoch 4707/5000
1/1 [==============================] - 0s 11ms/step - loss: 5.0894e-04
Epoch 4708/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0894e-04
Epoch 4709/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0894e-04
Epoch 4710/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0894e-04
Epoch 4711/5000
1/1 [==============================] - 0s 12ms/step - loss: 5.0894e-04
Epoch 4712/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0894e-04
Epoch 4713/5000
1/1 [==============================] - 0s 12ms/step - loss: 5.0894e-04
Epoch 4714/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0894e-04
Epoch 4715/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0894e-04
Epoch 4716/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0894e-04
Epoch 4717/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0894e-04
Epoch 4718/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0894e-04
Epoch 4719/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0894e-04
Epoch 4720/5000
1/1 [==============================] - 0s 19ms/step - loss: 5.0894e-04
Epoch 4721/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0894e-04
Epoch 4722/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0894e-04
Epoch 4723/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0894e-04
Epoch 4724/5000
1/1 [==============================] - 0s 13ms/step - loss: 5.0894e-04
Epoch 4725/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0894e-04
Epoch 4726/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0894e-04
Epoch 4727/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0894e-04
Epoch 4728/5000
1/1 [==============================] - 0s 13ms/step - loss: 5.0894e-04
Epoch 4729/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0894e-04
Epoch 4730/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0894e-04
Epoch 4731/5000
1/1 [==============================] - 0s 12ms/step - loss: 5.0894e-04
Epoch 4732/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0894e-04
Epoch 4733/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0894e-04
Epoch 4734/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0894e-04
Epoch 4735/5000
1/1 [==============================] - 0s 29ms/step - loss: 5.0894e-04
Epoch 4736/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0893e-04
Epoch 4737/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0893e-04
Epoch 4738/5000
1/1 [==============================] - 0s 15ms/step - loss: 5.0893e-04
Epoch 4739/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0893e-04
Epoch 4740/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0893e-04
Epoch 4741/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0893e-04
Epoch 4742/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0893e-04
Epoch 4743/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0893e-04
Epoch 4744/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0893e-04
Epoch 4745/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0893e-04
Epoch 4746/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0893e-04
Epoch 4747/5000
1/1 [==============================] - 0s 11ms/step - loss: 5.0893e-04
Epoch 4748/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0893e-04
Epoch 4749/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0893e-04
Epoch 4750/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0893e-04
Epoch 4751/5000
1/1 [==============================] - 0s 26ms/step - loss: 5.0893e-04
Epoch 4752/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0893e-04
Epoch 4753/5000
1/1 [==============================] - 0s 10ms/step - loss: 5.0893e-04
Epoch 4754/5000
1/1 [==============================] - 0s 12ms/step - loss: 5.0893e-04
Epoch 4755/5000
1/1 [==============================] - 0s 11ms/step - loss: 5.0893e-04
Epoch 4756/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0893e-04
Epoch 4757/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0893e-04
Epoch 4758/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0893e-04
Epoch 4759/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0893e-04
Epoch 4760/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0893e-04
Epoch 4761/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0893e-04
Epoch 4762/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0893e-04
Epoch 4763/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0893e-04
Epoch 4764/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0893e-04
Epoch 4765/5000
1/1 [==============================] - 0s 17ms/step - loss: 5.0893e-04
Epoch 4766/5000
1/1 [==============================] - 0s 11ms/step - loss: 5.0893e-04
Epoch 4767/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0893e-04
Epoch 4768/5000
1/1 [==============================] - 0s 9ms/step - loss: 5.0893e-04
Epoch 4769/5000
1/1 [==============================] - 0s 11ms/step - loss: 5.0893e-04
Epoch 4770/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0893e-04
Epoch 4771/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0893e-04
Epoch 4772/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0893e-04
Epoch 4773/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0893e-04
Epoch 4774/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0893e-04
Epoch 4775/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0893e-04
Epoch 4776/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0893e-04
Epoch 4777/5000
1/1 [==============================] - 0s 12ms/step - loss: 5.0893e-04
Epoch 4778/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0893e-04
Epoch 4779/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0893e-04
Epoch 4780/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0893e-04
Epoch 4781/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0893e-04
Epoch 4782/5000
1/1 [==============================] - 0s 17ms/step - loss: 5.0893e-04
Epoch 4783/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0893e-04
Epoch 4784/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0893e-04
Epoch 4785/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0893e-04
Epoch 4786/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0893e-04
Epoch 4787/5000
1/1 [==============================] - 0s 27ms/step - loss: 5.0893e-04
Epoch 4788/5000
1/1 [==============================] - 0s 15ms/step - loss: 5.0893e-04
Epoch 4789/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0893e-04
Epoch 4790/5000
1/1 [==============================] - 0s 16ms/step - loss: 5.0893e-04
Epoch 4791/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0893e-04
Epoch 4792/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0893e-04
Epoch 4793/5000
1/1 [==============================] - 0s 14ms/step - loss: 5.0893e-04
Epoch 4794/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0893e-04
Epoch 4795/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0893e-04
Epoch 4796/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0893e-04
Epoch 4797/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0893e-04
Epoch 4798/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0893e-04
Epoch 4799/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0893e-04
Epoch 4800/5000
1/1 [==============================] - 0s 25ms/step - loss: 5.0892e-04
Epoch 4801/5000
1/1 [==============================] - 0s 9ms/step - loss: 5.0893e-04
Epoch 4802/5000
1/1 [==============================] - 0s 9ms/step - loss: 5.0892e-04
Epoch 4803/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0892e-04
Epoch 4804/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0892e-04
Epoch 4805/5000
1/1 [==============================] - 0s 10ms/step - loss: 5.0892e-04
Epoch 4806/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0892e-04
Epoch 4807/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0892e-04
Epoch 4808/5000
1/1 [==============================] - 0s 30ms/step - loss: 5.0892e-04
Epoch 4809/5000
1/1 [==============================] - 0s 13ms/step - loss: 5.0892e-04
Epoch 4810/5000
1/1 [==============================] - 0s 17ms/step - loss: 5.0892e-04
Epoch 4811/5000
1/1 [==============================] - 0s 37ms/step - loss: 5.0892e-04
Epoch 4812/5000
1/1 [==============================] - 0s 20ms/step - loss: 5.0892e-04
Epoch 4813/5000
1/1 [==============================] - 0s 17ms/step - loss: 5.0892e-04
Epoch 4814/5000
1/1 [==============================] - 0s 13ms/step - loss: 5.0892e-04
Epoch 4815/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0892e-04
Epoch 4816/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0892e-04
Epoch 4817/5000
1/1 [==============================] - 0s 10ms/step - loss: 5.0892e-04
Epoch 4818/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0892e-04
Epoch 4819/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0892e-04
Epoch 4820/5000
1/1 [==============================] - 0s 10ms/step - loss: 5.0892e-04
Epoch 4821/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0892e-04
Epoch 4822/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0892e-04
Epoch 4823/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0892e-04
Epoch 4824/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0892e-04
Epoch 4825/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0892e-04
Epoch 4826/5000
1/1 [==============================] - 0s 20ms/step - loss: 5.0892e-04
Epoch 4827/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0892e-04
Epoch 4828/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0892e-04
Epoch 4829/5000
1/1 [==============================] - 0s 12ms/step - loss: 5.0892e-04
Epoch 4830/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0892e-04
Epoch 4831/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0892e-04
Epoch 4832/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0892e-04
Epoch 4833/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0892e-04
Epoch 4834/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0892e-04
Epoch 4835/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0892e-04
Epoch 4836/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0892e-04
Epoch 4837/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0892e-04
Epoch 4838/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0892e-04
Epoch 4839/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0892e-04
Epoch 4840/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0892e-04
Epoch 4841/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0892e-04
Epoch 4842/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0892e-04
Epoch 4843/5000
1/1 [==============================] - 0s 13ms/step - loss: 5.0892e-04
Epoch 4844/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0892e-04
Epoch 4845/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0892e-04
Epoch 4846/5000
1/1 [==============================] - 0s 12ms/step - loss: 5.0892e-04
Epoch 4847/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0892e-04
Epoch 4848/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0892e-04
Epoch 4849/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0892e-04
Epoch 4850/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0892e-04
Epoch 4851/5000
1/1 [==============================] - 0s 10ms/step - loss: 5.0892e-04
Epoch 4852/5000
1/1 [==============================] - 0s 20ms/step - loss: 5.0892e-04
Epoch 4853/5000
1/1 [==============================] - 0s 14ms/step - loss: 5.0892e-04
Epoch 4854/5000
1/1 [==============================] - 0s 9ms/step - loss: 5.0892e-04
Epoch 4855/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0892e-04
Epoch 4856/5000
1/1 [==============================] - 0s 11ms/step - loss: 5.0892e-04
Epoch 4857/5000
1/1 [==============================] - 0s 13ms/step - loss: 5.0892e-04
Epoch 4858/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0892e-04
Epoch 4859/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0892e-04
Epoch 4860/5000
1/1 [==============================] - 0s 24ms/step - loss: 5.0891e-04
Epoch 4861/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0891e-04
Epoch 4862/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0891e-04
Epoch 4863/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0891e-04
Epoch 4864/5000
1/1 [==============================] - 0s 11ms/step - loss: 5.0891e-04
Epoch 4865/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0891e-04
Epoch 4866/5000
1/1 [==============================] - 0s 10ms/step - loss: 5.0891e-04
Epoch 4867/5000
1/1 [==============================] - 0s 14ms/step - loss: 5.0891e-04
Epoch 4868/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0891e-04
Epoch 4869/5000
1/1 [==============================] - 0s 9ms/step - loss: 5.0891e-04
Epoch 4870/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0891e-04
Epoch 4871/5000
1/1 [==============================] - 0s 9ms/step - loss: 5.0891e-04
Epoch 4872/5000
1/1 [==============================] - 0s 21ms/step - loss: 5.0891e-04
Epoch 4873/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0891e-04
Epoch 4874/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0891e-04
Epoch 4875/5000
1/1 [==============================] - 0s 15ms/step - loss: 5.0891e-04
Epoch 4876/5000
1/1 [==============================] - 0s 20ms/step - loss: 5.0891e-04
Epoch 4877/5000
1/1 [==============================] - 0s 15ms/step - loss: 5.0891e-04
Epoch 4878/5000
1/1 [==============================] - 0s 9ms/step - loss: 5.0891e-04
Epoch 4879/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0891e-04
Epoch 4880/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0891e-04
Epoch 4881/5000
1/1 [==============================] - 0s 10ms/step - loss: 5.0891e-04
Epoch 4882/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0891e-04
Epoch 4883/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0891e-04
Epoch 4884/5000
1/1 [==============================] - 0s 3ms/step - loss: 5.0891e-04
Epoch 4885/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0891e-04
Epoch 4886/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0891e-04
Epoch 4887/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0891e-04
Epoch 4888/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0891e-04
Epoch 4889/5000
1/1 [==============================] - 0s 23ms/step - loss: 5.0891e-04
Epoch 4890/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0891e-04
Epoch 4891/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0891e-04
Epoch 4892/5000
1/1 [==============================] - 0s 16ms/step - loss: 5.0891e-04
Epoch 4893/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0891e-04
Epoch 4894/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0891e-04
Epoch 4895/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0891e-04
Epoch 4896/5000
1/1 [==============================] - 0s 107ms/step - loss: 5.0891e-04
Epoch 4897/5000
1/1 [==============================] - 0s 12ms/step - loss: 5.0891e-04
Epoch 4898/5000
1/1 [==============================] - 0s 15ms/step - loss: 5.0891e-04
Epoch 4899/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0891e-04
Epoch 4900/5000
1/1 [==============================] - 0s 11ms/step - loss: 5.0891e-04
Epoch 4901/5000
1/1 [==============================] - 0s 23ms/step - loss: 5.0891e-04
Epoch 4902/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0891e-04
Epoch 4903/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0891e-04
Epoch 4904/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0891e-04
Epoch 4905/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0891e-04
Epoch 4906/5000
1/1 [==============================] - 0s 10ms/step - loss: 5.0891e-04
Epoch 4907/5000
1/1 [==============================] - 0s 9ms/step - loss: 5.0891e-04
Epoch 4908/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0891e-04
Epoch 4909/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0891e-04
Epoch 4910/5000
1/1 [==============================] - 0s 9ms/step - loss: 5.0891e-04
Epoch 4911/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0891e-04
Epoch 4912/5000
1/1 [==============================] - 0s 10ms/step - loss: 5.0891e-04
Epoch 4913/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0891e-04
Epoch 4914/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0891e-04
Epoch 4915/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0891e-04
Epoch 4916/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0891e-04
Epoch 4917/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0891e-04
Epoch 4918/5000
1/1 [==============================] - 0s 22ms/step - loss: 5.0890e-04
Epoch 4919/5000
1/1 [==============================] - 0s 19ms/step - loss: 5.0890e-04
Epoch 4920/5000
1/1 [==============================] - 0s 48ms/step - loss: 5.0890e-04
Epoch 4921/5000
1/1 [==============================] - 0s 15ms/step - loss: 5.0890e-04
Epoch 4922/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0890e-04
Epoch 4923/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0890e-04
Epoch 4924/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0890e-04
Epoch 4925/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0890e-04
Epoch 4926/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0890e-04
Epoch 4927/5000
1/1 [==============================] - 0s 3ms/step - loss: 5.0890e-04
Epoch 4928/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0890e-04
Epoch 4929/5000
1/1 [==============================] - 0s 10ms/step - loss: 5.0890e-04
Epoch 4930/5000
1/1 [==============================] - 0s 10ms/step - loss: 5.0890e-04
Epoch 4931/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0890e-04
Epoch 4932/5000
1/1 [==============================] - 0s 16ms/step - loss: 5.0890e-04
Epoch 4933/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0890e-04
Epoch 4934/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0890e-04
Epoch 4935/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0890e-04
Epoch 4936/5000
1/1 [==============================] - 0s 13ms/step - loss: 5.0890e-04
Epoch 4937/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0890e-04
Epoch 4938/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0890e-04
Epoch 4939/5000
1/1 [==============================] - 0s 10ms/step - loss: 5.0890e-04
Epoch 4940/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0890e-04
Epoch 4941/5000
1/1 [==============================] - 0s 16ms/step - loss: 5.0890e-04
Epoch 4942/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0890e-04
Epoch 4943/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0890e-04
Epoch 4944/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0890e-04
Epoch 4945/5000
1/1 [==============================] - 0s 17ms/step - loss: 5.0890e-04
Epoch 4946/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0890e-04
Epoch 4947/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0890e-04
Epoch 4948/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0890e-04
Epoch 4949/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0890e-04
Epoch 4950/5000
1/1 [==============================] - 0s 42ms/step - loss: 5.0890e-04
Epoch 4951/5000
1/1 [==============================] - 0s 22ms/step - loss: 5.0890e-04
Epoch 4952/5000
1/1 [==============================] - 0s 22ms/step - loss: 5.0890e-04
Epoch 4953/5000
1/1 [==============================] - 0s 53ms/step - loss: 5.0890e-04
Epoch 4954/5000
1/1 [==============================] - 0s 11ms/step - loss: 5.0890e-04
Epoch 4955/5000
1/1 [==============================] - 0s 11ms/step - loss: 5.0890e-04
Epoch 4956/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0890e-04
Epoch 4957/5000
1/1 [==============================] - 0s 9ms/step - loss: 5.0890e-04
Epoch 4958/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0890e-04
Epoch 4959/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0890e-04
Epoch 4960/5000
1/1 [==============================] - 0s 12ms/step - loss: 5.0890e-04
Epoch 4961/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0890e-04
Epoch 4962/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0890e-04
Epoch 4963/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0890e-04
Epoch 4964/5000
1/1 [==============================] - 0s 9ms/step - loss: 5.0890e-04
Epoch 4965/5000
1/1 [==============================] - 0s 10ms/step - loss: 5.0890e-04
Epoch 4966/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0890e-04
Epoch 4967/5000
1/1 [==============================] - 0s 12ms/step - loss: 5.0890e-04
Epoch 4968/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0890e-04
Epoch 4969/5000
1/1 [==============================] - 0s 10ms/step - loss: 5.0890e-04
Epoch 4970/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0890e-04
Epoch 4971/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0890e-04
Epoch 4972/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0890e-04
Epoch 4973/5000
1/1 [==============================] - 0s 12ms/step - loss: 5.0890e-04
Epoch 4974/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0889e-04
Epoch 4975/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0890e-04
Epoch 4976/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0890e-04
Epoch 4977/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0889e-04
Epoch 4978/5000
1/1 [==============================] - 0s 20ms/step - loss: 5.0890e-04
Epoch 4979/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0889e-04
Epoch 4980/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0889e-04
Epoch 4981/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0889e-04
Epoch 4982/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0889e-04
Epoch 4983/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0889e-04
Epoch 4984/5000
1/1 [==============================] - 0s 15ms/step - loss: 5.0889e-04
Epoch 4985/5000
1/1 [==============================] - 0s 6ms/step - loss: 5.0889e-04
Epoch 4986/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0889e-04
Epoch 4987/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0889e-04
Epoch 4988/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0889e-04
Epoch 4989/5000
1/1 [==============================] - 0s 14ms/step - loss: 5.0889e-04
Epoch 4990/5000
1/1 [==============================] - 0s 7ms/step - loss: 5.0889e-04
Epoch 4991/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0889e-04
Epoch 4992/5000
1/1 [==============================] - 0s 15ms/step - loss: 5.0889e-04
Epoch 4993/5000
1/1 [==============================] - 0s 10ms/step - loss: 5.0889e-04
Epoch 4994/5000
1/1 [==============================] - 0s 24ms/step - loss: 5.0889e-04
Epoch 4995/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0889e-04
Epoch 4996/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0889e-04
Epoch 4997/5000
1/1 [==============================] - 0s 8ms/step - loss: 5.0889e-04
Epoch 4998/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0889e-04
Epoch 4999/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.0889e-04
Epoch 5000/5000
1/1 [==============================] - 0s 11ms/step - loss: 5.0889e-04
In [18]:
# Compare true vs. predicted reflectivity
print("True reflectivity:")
print(y)
print("\nPredicted reflectivity:")
print(model.predict(X))
True reflectivity: [[ 0. ] [ 0.1] [-0.1] [ 0. ]] Predicted reflectivity: [[-0.02869523] [ 0.08825724] [-0.09110817] [ 0.03154659]]
In [29]:
# Plot loss history
plt.plot(callback.history['loss'])
plt.xlim(0,1000)
plt.title("Training Loss", size=20)
plt.xlabel("Epoch", size=15)
plt.ylabel("Loss", size=15)
plt.show()
In [20]:
# Print weights of layer 1
model.layers[0].get_weights()
Out[20]:
[array([[-1.0630618 , -0.45149684],
[-1.4469109 , 1.4399436 ]], dtype=float32)]
In [21]:
# Print weights of layer 2
model.layers[1].get_weights()
Out[21]:
[array([[-0.59749764],
[ 0.39891523]], dtype=float32)]
In [22]:
# Retrieve weights
w1, w2 = [], []
for epoch,weights in weights_dict.items():
# Weights of first layer
w1.append(weights[0])
# Weights of second layer
w2.append(weights[1])
w1, w2 = np.array(w1), np.array(w2)
In [28]:
# Plot weights history
plt.figure(figsize=(9,4))
plt.subplot(1,2,1)
for i in range(2):
for j in range(2):
plt.plot(w1[:,i,j], label="w1_{},{}".format(i,j))
plt.xlim(0,5000)
plt.title("Evolution of 1st Layer Weights", size=17, pad=10)
plt.xlabel("Epoch", size=15); plt.ylabel("$w_1$", size=15)
plt.legend(loc='right')
plt.subplot(1,2,2)
for i in range(2):
plt.plot(w2[:,i,0], label="w1_{},0".format(i))
plt.xlim(0,5000)
plt.title("Evolution of 2nd Layer Weights", size=17, pad=10)
plt.xlabel("Epoch", size=15); plt.ylabel("$w_2$", size=15)
plt.legend(loc='right')
plt.tight_layout(1.1)
plt.show()
