My Learning Channel

ANN | 线性回归

2022-09-18

介绍

一元线性函数：y=wx

Rosenblatt感知器模型:可以自动调整w的权重。
Image
Image

一元线性回归

1. 导入库：

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import numpy as np #numpy
from numpy import random # random
import matplotlib.pyplot as plt # plt
import keras

2. 准备数据：X, y

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# 准备X数据
X = np.random.rand(100) #[0,1)随机分布样本
noise = random.normal(0,0.01,X.shape)
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# 准备y数据 y = w*x+b
y=X*0.1 + 0.2 +noise
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# 查看点分布
plt.scatter(X,y)
<matplotlib.collections.PathCollection at 0x26ad84e01c0>

png

3. 构建模型：

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# 建立顺序模型
model = keras.Sequential() #框架
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#单层网络
model.add(keras.layers.Dense(1,input_dim=1)) 
model.summary()
Model: "sequential"
_________________________________________________________________
 Layer (type)                Output Shape              Param #   
=================================================================
 dense (Dense)               (None, 1)                 2         
                                                                 
=================================================================
Total params: 2
Trainable params: 2
Non-trainable params: 0
_________________________________________________________________

4. 编译：

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import tensorflow as tf
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#2.3编译
model.compile(optimizer='adam',loss='mse') #loss = （y标准-y预测）**2 lr=0.001  Mean squared error
#model.compile(optimizer=tf.keras.optimizers.Adam(learning_rate=0.0001))

5. 训练：

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history=model.fit(X,y,epochs=5000,batch_size=100)
Epoch 1/5000
1/1 [==============================] - 0s 293ms/step - loss: 0.2333
Epoch 2/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.2320
Epoch 3/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.2307
Epoch 4/5000
1/1 [==============================] - 0s 5ms/step - loss: 0.2295
Epoch 5/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.2282
Epoch 6/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.2270
Epoch 7/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.2257
Epoch 8/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.2245
Epoch 9/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.2232
Epoch 10/5000
1/1 [==============================] - 0s 5ms/step - loss: 0.2220
Epoch 11/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.2208
Epoch 12/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.2195
Epoch 13/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.2183
Epoch 14/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.2171
Epoch 15/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.2159
Epoch 16/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.2147
Epoch 17/5000
1/1 [==============================] - 0s 5ms/step - loss: 0.2135
Epoch 18/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.2123
Epoch 19/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.2111
Epoch 20/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.2099
Epoch 21/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.2088
Epoch 22/5000
1/1 [==============================] - 0s 6ms/step - loss: 0.2076
Epoch 23/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.2064
Epoch 24/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.2053
Epoch 25/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.2041
Epoch 26/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.2030
Epoch 27/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.2019
Epoch 28/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.2007
Epoch 29/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.1996
Epoch 30/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.1985
Epoch 31/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.1974
Epoch 32/5000
1/1 [==============================] - 0s 5ms/step - loss: 0.1963
Epoch 33/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.1952
Epoch 34/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.1941
Epoch 35/5000
1/1 [==============================] - 0s 7ms/step - loss: 0.1930
Epoch 36/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.1919
Epoch 37/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.1908
Epoch 38/5000
1/1 [==============================] - 0s 7ms/step - loss: 0.1898
Epoch 39/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.1887
Epoch 40/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.1877
Epoch 41/5000
1/1 [==============================] - 0s 6ms/step - loss: 0.1866
Epoch 42/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.1856
Epoch 43/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.1845
Epoch 44/5000
1/1 [==============================] - 0s 5ms/step - loss: 0.1835
Epoch 45/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.1825
Epoch 46/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.1815
Epoch 47/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.1805
Epoch 48/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.1795
Epoch 49/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.1785
Epoch 50/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.1775
Epoch 51/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.1765
Epoch 52/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.1755
Epoch 53/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.1745
Epoch 54/5000
1/1 [==============================] - 0s 5ms/step - loss: 0.1736
Epoch 55/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.1726
Epoch 56/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.1717
Epoch 57/5000
1/1 [==============================] - 0s 6ms/step - loss: 0.1707
Epoch 58/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.1698
Epoch 59/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.1688
Epoch 60/5000
1/1 [==============================] - 0s 5ms/step - loss: 0.1679
Epoch 61/5000
1/1 [==============================] - 0s 6ms/step - loss: 0.1670
Epoch 62/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.1661
Epoch 63/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.1652
Epoch 64/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.1643
Epoch 65/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.1634
Epoch 66/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.1625
Epoch 67/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.1616
Epoch 68/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.1607
Epoch 69/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.1598
Epoch 70/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.1590
Epoch 71/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.1581
Epoch 72/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.1572
Epoch 73/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.1564
Epoch 74/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.1555
Epoch 75/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.1547
Epoch 76/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.1539
Epoch 77/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.1530
Epoch 78/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.1522
Epoch 79/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.1514
Epoch 80/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.1506
Epoch 81/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.1498
Epoch 82/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.1490
Epoch 83/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.1482
Epoch 84/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.1474
Epoch 85/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.1466
Epoch 86/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.1458
Epoch 87/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.1450
Epoch 88/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.1443
Epoch 89/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.1435
Epoch 90/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.1427
Epoch 91/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.1420
Epoch 92/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.1412
Epoch 93/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.1405
Epoch 94/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.1398
Epoch 95/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.1390
Epoch 96/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.1383
Epoch 97/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.1376
Epoch 98/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.1369
Epoch 99/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.1362
Epoch 100/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.1355
Epoch 101/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.1348
Epoch 102/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.1341
Epoch 103/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.1334
Epoch 104/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.1327
Epoch 105/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.1320
Epoch 106/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.1313
Epoch 107/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.1307
Epoch 108/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.1300
Epoch 109/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.1293
Epoch 110/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.1287
Epoch 111/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.1280
Epoch 112/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.1274
Epoch 113/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.1267
Epoch 114/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.1261
Epoch 115/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.1255
Epoch 116/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.1248
Epoch 117/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.1242
Epoch 118/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.1236
Epoch 119/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.1230
Epoch 120/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.1224
Epoch 121/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.1218
Epoch 122/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.1212
Epoch 123/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.1206
Epoch 124/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.1200
Epoch 125/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.1194
Epoch 126/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.1188
Epoch 127/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.1182
Epoch 128/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.1177
Epoch 129/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.1171
Epoch 130/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.1165
Epoch 131/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.1160
Epoch 132/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.1154
Epoch 133/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.1149
Epoch 134/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.1143
Epoch 135/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.1138
Epoch 136/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.1132
Epoch 137/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.1127
Epoch 138/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.1122
Epoch 139/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.1116
Epoch 140/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.1111
Epoch 141/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.1106
Epoch 142/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.1101
Epoch 143/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.1096
Epoch 144/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.1091
Epoch 145/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.1086
Epoch 146/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.1081
Epoch 147/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.1076
Epoch 148/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.1071
Epoch 149/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.1066
Epoch 150/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.1061
Epoch 151/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.1056
Epoch 152/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.1052
Epoch 153/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.1047
Epoch 154/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.1042
Epoch 155/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.1038
Epoch 156/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.1033
Epoch 157/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.1028
Epoch 158/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.1024
Epoch 159/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.1019
Epoch 160/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.1015
Epoch 161/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.1011
Epoch 162/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.1006
Epoch 163/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.1002
Epoch 164/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0998
Epoch 165/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0993
Epoch 166/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0989
Epoch 167/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0985
Epoch 168/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0981
Epoch 169/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0977
Epoch 170/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0972
Epoch 171/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0968
Epoch 172/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0964
Epoch 173/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0960
Epoch 174/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0956
Epoch 175/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0952
Epoch 176/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0949
Epoch 177/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0945
Epoch 178/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0941
Epoch 179/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0937
Epoch 180/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0933
Epoch 181/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0930
Epoch 182/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0926
Epoch 183/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0922
Epoch 184/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0919
Epoch 185/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0915
Epoch 186/5000
1/1 [==============================] - 0s 7ms/step - loss: 0.0911
Epoch 187/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0908
Epoch 188/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0904
Epoch 189/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0901
Epoch 190/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0897
Epoch 191/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0894
Epoch 192/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0891
Epoch 193/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0887
Epoch 194/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0884
Epoch 195/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0880
Epoch 196/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0877
Epoch 197/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0874
Epoch 198/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0871
Epoch 199/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0868
Epoch 200/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0864
Epoch 201/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0861
Epoch 202/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0858
Epoch 203/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0855
Epoch 204/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0852
Epoch 205/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0849
Epoch 206/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0846
Epoch 207/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0843
Epoch 208/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0840
Epoch 209/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0837
Epoch 210/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0834
Epoch 211/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0831
Epoch 212/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0828
Epoch 213/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0825
Epoch 214/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0823
Epoch 215/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0820
Epoch 216/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0817
Epoch 217/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0814
Epoch 218/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0812
Epoch 219/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0809
Epoch 220/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0806
Epoch 221/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0804
Epoch 222/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0801
Epoch 223/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0798
Epoch 224/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0796
Epoch 225/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0793
Epoch 226/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0791
Epoch 227/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0788
Epoch 228/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0786
Epoch 229/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0783
Epoch 230/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0781
Epoch 231/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0779
Epoch 232/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0776
Epoch 233/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0774
Epoch 234/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0771
Epoch 235/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0769
Epoch 236/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0767
Epoch 237/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0764
Epoch 238/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0762
Epoch 239/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0760
Epoch 240/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0758
Epoch 241/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0755
Epoch 242/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0753
Epoch 243/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0751
Epoch 244/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0749
Epoch 245/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0747
Epoch 246/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0745
Epoch 247/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0743
Epoch 248/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0741
Epoch 249/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0738
Epoch 250/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0736
Epoch 251/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0734
Epoch 252/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0732
Epoch 253/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0730
Epoch 254/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0728
Epoch 255/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0727
Epoch 256/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0725
Epoch 257/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0723
Epoch 258/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0721
Epoch 259/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0719
Epoch 260/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0717
Epoch 261/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0715
Epoch 262/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0713
Epoch 263/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0712
Epoch 264/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0710
Epoch 265/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0708
Epoch 266/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0706
Epoch 267/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0704
Epoch 268/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0703
Epoch 269/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0701
Epoch 270/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0699
Epoch 271/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0698
Epoch 272/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0696
Epoch 273/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0694
Epoch 274/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0693
Epoch 275/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0691
Epoch 276/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0689
Epoch 277/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0688
Epoch 278/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0686
Epoch 279/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0684
Epoch 280/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0683
Epoch 281/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0681
Epoch 282/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0680
Epoch 283/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0678
Epoch 284/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0677
Epoch 285/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0675
Epoch 286/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0674
Epoch 287/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0672
Epoch 288/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0671
Epoch 289/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0669
Epoch 290/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0668
Epoch 291/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0667
Epoch 292/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0665
Epoch 293/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0664
Epoch 294/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0662
Epoch 295/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0661
Epoch 296/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0660
Epoch 297/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0658
Epoch 298/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0657
Epoch 299/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0656
Epoch 300/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0654
Epoch 301/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0653
Epoch 302/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0652
Epoch 303/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0650
Epoch 304/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0649
Epoch 305/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0648
Epoch 306/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0647
Epoch 307/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0645
Epoch 308/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0644
Epoch 309/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0643
Epoch 310/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0642
Epoch 311/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0641
Epoch 312/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0639
Epoch 313/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0638
Epoch 314/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0637
Epoch 315/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0636
Epoch 316/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0635
Epoch 317/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0633
Epoch 318/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0632
Epoch 319/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0631
Epoch 320/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0630
Epoch 321/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0629
Epoch 322/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0628
Epoch 323/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0627
Epoch 324/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0626
Epoch 325/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0625
Epoch 326/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0624
Epoch 327/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0622
Epoch 328/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0621
Epoch 329/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0620
Epoch 330/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0619
Epoch 331/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0618
Epoch 332/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0617
Epoch 333/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0616
Epoch 334/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0615
Epoch 335/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0614
Epoch 336/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0613
Epoch 337/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0612
Epoch 338/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0611
Epoch 339/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0610
Epoch 340/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0609
Epoch 341/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0608
Epoch 342/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0608
Epoch 343/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0607
Epoch 344/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0606
Epoch 345/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0605
Epoch 346/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0604
Epoch 347/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0603
Epoch 348/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0602
Epoch 349/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0601
Epoch 350/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0600
Epoch 351/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0599
Epoch 352/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0598
Epoch 353/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0597
Epoch 354/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0597
Epoch 355/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0596
Epoch 356/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0595
Epoch 357/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0594
Epoch 358/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0593
Epoch 359/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0592
Epoch 360/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0592
Epoch 361/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0591
Epoch 362/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0590
Epoch 363/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0589
Epoch 364/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0588
Epoch 365/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0587
Epoch 366/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0587
Epoch 367/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0586
Epoch 368/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0585
Epoch 369/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0584
Epoch 370/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0583
Epoch 371/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0583
Epoch 372/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0582
Epoch 373/5000
1/1 [==============================] - 0s 6ms/step - loss: 0.0581
Epoch 374/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0580
Epoch 375/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0580
Epoch 376/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0579
Epoch 377/5000
1/1 [==============================] - 0s 5ms/step - loss: 0.0578
Epoch 378/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0577
Epoch 379/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0576
Epoch 380/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0576
Epoch 381/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0575
Epoch 382/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0574
Epoch 383/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0574
Epoch 384/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0573
Epoch 385/5000
1/1 [==============================] - 0s 5ms/step - loss: 0.0572
Epoch 386/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0571
Epoch 387/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0571
Epoch 388/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0570
Epoch 389/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0569
Epoch 390/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0569
Epoch 391/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0568
Epoch 392/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0567
Epoch 393/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0566
Epoch 394/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0566
Epoch 395/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0565
Epoch 396/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0564
Epoch 397/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0564
Epoch 398/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0563
Epoch 399/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0562
Epoch 400/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0562
Epoch 401/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0561
Epoch 402/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0560
Epoch 403/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0560
Epoch 404/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0559
Epoch 405/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0558
Epoch 406/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0558
Epoch 407/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0557
Epoch 408/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0556
Epoch 409/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0556
Epoch 410/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0555
Epoch 411/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0554
Epoch 412/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0554
Epoch 413/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0553
Epoch 414/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0553
Epoch 415/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0552
Epoch 416/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0551
Epoch 417/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0551
Epoch 418/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0550
Epoch 419/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0549
Epoch 420/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0549
Epoch 421/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0548
Epoch 422/5000
1/1 [==============================] - 0s 5ms/step - loss: 0.0548
Epoch 423/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0547
Epoch 424/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0546
Epoch 425/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0546
Epoch 426/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0545
Epoch 427/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0544
Epoch 428/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0544
Epoch 429/5000
1/1 [==============================] - 0s 5ms/step - loss: 0.0543
Epoch 430/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0543
Epoch 431/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0542
Epoch 432/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0542
Epoch 433/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0541
Epoch 434/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0540
Epoch 435/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0540
Epoch 436/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0539
Epoch 437/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0539
Epoch 438/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0538
Epoch 439/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0537
Epoch 440/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0537
Epoch 441/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0536
Epoch 442/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0536
Epoch 443/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0535
Epoch 444/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0535
Epoch 445/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0534
Epoch 446/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0533
Epoch 447/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0533
Epoch 448/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0532
Epoch 449/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0532
Epoch 450/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0531
Epoch 451/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0531
Epoch 452/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0530
Epoch 453/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0529
Epoch 454/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0529
Epoch 455/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0528
Epoch 456/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0528
Epoch 457/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0527
Epoch 458/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0527
Epoch 459/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0526
Epoch 460/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0526
Epoch 461/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0525
Epoch 462/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0524
Epoch 463/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0524
Epoch 464/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0523
Epoch 465/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0523
Epoch 466/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0522
Epoch 467/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0522
Epoch 468/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0521
Epoch 469/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0521
Epoch 470/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0520
Epoch 471/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0520
Epoch 472/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0519
Epoch 473/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0518
Epoch 474/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0518
Epoch 475/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0517
Epoch 476/5000
1/1 [==============================] - 0s 6ms/step - loss: 0.0517
Epoch 477/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0516
Epoch 478/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0516
Epoch 479/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0515
Epoch 480/5000
1/1 [==============================] - 0s 5ms/step - loss: 0.0515
Epoch 481/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0514
Epoch 482/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0514
Epoch 483/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0513
Epoch 484/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0513
Epoch 485/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0512
Epoch 486/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0512
Epoch 487/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0511
Epoch 488/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0511
Epoch 489/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0510
Epoch 490/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0509
Epoch 491/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0509
Epoch 492/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0508
Epoch 493/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0508
Epoch 494/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0507
Epoch 495/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0507
Epoch 496/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0506
Epoch 497/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0506
Epoch 498/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0505
Epoch 499/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0505
Epoch 500/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0504
Epoch 501/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0504
Epoch 502/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0503
Epoch 503/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0503
Epoch 504/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0502
Epoch 505/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0502
Epoch 506/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0501
Epoch 507/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0501
Epoch 508/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0500
Epoch 509/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0500
Epoch 510/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0499
Epoch 511/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0499
Epoch 512/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0498
Epoch 513/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0498
Epoch 514/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0497
Epoch 515/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0497
Epoch 516/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0496
Epoch 517/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0496
Epoch 518/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0495
Epoch 519/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0495
Epoch 520/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0494
Epoch 521/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0494
Epoch 522/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0493
Epoch 523/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0493
Epoch 524/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0492
Epoch 525/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0492
Epoch 526/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0491
Epoch 527/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0491
Epoch 528/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0490
Epoch 529/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0490
Epoch 530/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0489
Epoch 531/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0488
Epoch 532/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0488
Epoch 533/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0487
Epoch 534/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0487
Epoch 535/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0486
Epoch 536/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0486
Epoch 537/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0485
Epoch 538/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0485
Epoch 539/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0484
Epoch 540/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0484
Epoch 541/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0483
Epoch 542/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0483
Epoch 543/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0482
Epoch 544/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0482
Epoch 545/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0482
Epoch 546/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0481
Epoch 547/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0481
Epoch 548/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0480
Epoch 549/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0480
Epoch 550/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0479
Epoch 551/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0479
Epoch 552/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0478
Epoch 553/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0478
Epoch 554/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0477
Epoch 555/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0477
Epoch 556/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0476
Epoch 557/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0476
Epoch 558/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0475
Epoch 559/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0475
Epoch 560/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0474
Epoch 561/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0474
Epoch 562/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0473
Epoch 563/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0473
Epoch 564/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0472
Epoch 565/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0472
Epoch 566/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0471
Epoch 567/5000
1/1 [==============================] - 0s 11ms/step - loss: 0.0471
Epoch 568/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0470
Epoch 569/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0470
Epoch 570/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0469
Epoch 571/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0469
Epoch 572/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0468
Epoch 573/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0468
Epoch 574/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0467
Epoch 575/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0467
Epoch 576/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0466
Epoch 577/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0466
Epoch 578/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0465
Epoch 579/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0465
Epoch 580/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0464
Epoch 581/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0464
Epoch 582/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0463
Epoch 583/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0463
Epoch 584/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0462
Epoch 585/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0462
Epoch 586/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0461
Epoch 587/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0461
Epoch 588/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0460
Epoch 589/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0460
Epoch 590/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0459
Epoch 591/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0459
Epoch 592/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0458
Epoch 593/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0458
Epoch 594/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0457
Epoch 595/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0457
Epoch 596/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0456
Epoch 597/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0456
Epoch 598/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0455
Epoch 599/5000
1/1 [==============================] - 0s 5ms/step - loss: 0.0455
Epoch 600/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0454
Epoch 601/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0454
Epoch 602/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0453
Epoch 603/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0453
Epoch 604/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0453
Epoch 605/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0452
Epoch 606/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0452
Epoch 607/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0451
Epoch 608/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0451
Epoch 609/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0450
Epoch 610/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0450
Epoch 611/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0449
Epoch 612/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0449
Epoch 613/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0448
Epoch 614/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0448
Epoch 615/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0447
Epoch 616/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0447
Epoch 617/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0446
Epoch 618/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0446
Epoch 619/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0445
Epoch 620/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0445
Epoch 621/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0444
Epoch 622/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0444
Epoch 623/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0443
Epoch 624/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0443
Epoch 625/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0442
Epoch 626/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0442
Epoch 627/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0441
Epoch 628/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0441
Epoch 629/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0440
Epoch 630/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0440
Epoch 631/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0439
Epoch 632/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0439
Epoch 633/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0438
Epoch 634/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0438
Epoch 635/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0437
Epoch 636/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0437
Epoch 637/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0437
Epoch 638/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0436
Epoch 639/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0436
Epoch 640/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0435
Epoch 641/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0435
Epoch 642/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0434
Epoch 643/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0434
Epoch 644/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0433
Epoch 645/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0433
Epoch 646/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0432
Epoch 647/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0432
Epoch 648/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0431
Epoch 649/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0431
Epoch 650/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0430
Epoch 651/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0430
Epoch 652/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0429
Epoch 653/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0429
Epoch 654/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0428
Epoch 655/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0428
Epoch 656/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0427
Epoch 657/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0427
Epoch 658/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0426
Epoch 659/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0426
Epoch 660/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0425
Epoch 661/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0425
Epoch 662/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0425
Epoch 663/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0424
Epoch 664/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0424
Epoch 665/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0423
Epoch 666/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0423
Epoch 667/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0422
Epoch 668/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0422
Epoch 669/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0421
Epoch 670/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0421
Epoch 671/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0420
Epoch 672/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0420
Epoch 673/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0419
Epoch 674/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0419
Epoch 675/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0418
Epoch 676/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0418
Epoch 677/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0417
Epoch 678/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0417
Epoch 679/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0416
Epoch 680/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0416
Epoch 681/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0415
Epoch 682/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0415
Epoch 683/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0414
Epoch 684/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0414
Epoch 685/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0414
Epoch 686/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0413
Epoch 687/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0413
Epoch 688/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0412
Epoch 689/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0412
Epoch 690/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0411
Epoch 691/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0411
Epoch 692/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0410
Epoch 693/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0410
Epoch 694/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0409
Epoch 695/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0409
Epoch 696/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0408
Epoch 697/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0408
Epoch 698/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0407
Epoch 699/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0407
Epoch 700/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0406
Epoch 701/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0406
Epoch 702/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0405
Epoch 703/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0405
Epoch 704/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0405
Epoch 705/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0404
Epoch 706/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0404
Epoch 707/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0403
Epoch 708/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0403
Epoch 709/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0402
Epoch 710/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0402
Epoch 711/5000
1/1 [==============================] - 0s 5ms/step - loss: 0.0401
Epoch 712/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0401
Epoch 713/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0400
Epoch 714/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0400
Epoch 715/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0399
Epoch 716/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0399
Epoch 717/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0398
Epoch 718/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0398
Epoch 719/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0397
Epoch 720/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0397
Epoch 721/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0396
Epoch 722/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0396
Epoch 723/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0396
Epoch 724/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0395
Epoch 725/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0395
Epoch 726/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0394
Epoch 727/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0394
Epoch 728/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0393
Epoch 729/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0393
Epoch 730/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0392
Epoch 731/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0392
Epoch 732/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0391
Epoch 733/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0391
Epoch 734/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0390
Epoch 735/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0390
Epoch 736/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0389
Epoch 737/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0389
Epoch 738/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0389
Epoch 739/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0388
Epoch 740/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0388
Epoch 741/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0387
Epoch 742/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0387
Epoch 743/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0386
Epoch 744/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0386
Epoch 745/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0385
Epoch 746/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0385
Epoch 747/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0384
Epoch 748/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0384
Epoch 749/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0383
Epoch 750/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0383
Epoch 751/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0382
Epoch 752/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0382
Epoch 753/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0382
Epoch 754/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0381
Epoch 755/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0381
Epoch 756/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0380
Epoch 757/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0380
Epoch 758/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0379
Epoch 759/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0379
Epoch 760/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0378
Epoch 761/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0378
Epoch 762/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0377
Epoch 763/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0377
Epoch 764/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0376
Epoch 765/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0376
Epoch 766/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0376
Epoch 767/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0375
Epoch 768/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0375
Epoch 769/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0374
Epoch 770/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0374
Epoch 771/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0373
Epoch 772/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0373
Epoch 773/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0372
Epoch 774/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0372
Epoch 775/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0371
Epoch 776/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0371
Epoch 777/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0370
Epoch 778/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0370
Epoch 779/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0370
Epoch 780/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0369
Epoch 781/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0369
Epoch 782/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0368
Epoch 783/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0368
Epoch 784/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0367
Epoch 785/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0367
Epoch 786/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0366
Epoch 787/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0366
Epoch 788/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0365
Epoch 789/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0365
Epoch 790/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0364
Epoch 791/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0364
Epoch 792/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0364
Epoch 793/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0363
Epoch 794/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0363
Epoch 795/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0362
Epoch 796/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0362
Epoch 797/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0361
Epoch 798/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0361
Epoch 799/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0360
Epoch 800/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0360
Epoch 801/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0359
Epoch 802/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0359
Epoch 803/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0359
Epoch 804/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0358
Epoch 805/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0358
Epoch 806/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0357
Epoch 807/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0357
Epoch 808/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0356
Epoch 809/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0356
Epoch 810/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0355
Epoch 811/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0355
Epoch 812/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0354
Epoch 813/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0354
Epoch 814/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0354
Epoch 815/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0353
Epoch 816/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0353
Epoch 817/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0352
Epoch 818/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0352
Epoch 819/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0351
Epoch 820/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0351
Epoch 821/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0350
Epoch 822/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0350
Epoch 823/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0350
Epoch 824/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0349
Epoch 825/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0349
Epoch 826/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0348
Epoch 827/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0348
Epoch 828/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0347
Epoch 829/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0347
Epoch 830/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0346
Epoch 831/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0346
Epoch 832/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0345
Epoch 833/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0345
Epoch 834/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0345
Epoch 835/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0344
Epoch 836/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0344
Epoch 837/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0343
Epoch 838/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0343
Epoch 839/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0342
Epoch 840/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0342
Epoch 841/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0341
Epoch 842/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0341
Epoch 843/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0341
Epoch 844/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0340
Epoch 845/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0340
Epoch 846/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0339
Epoch 847/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0339
Epoch 848/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0338
Epoch 849/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0338
Epoch 850/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0337
Epoch 851/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0337
Epoch 852/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0337
Epoch 853/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0336
Epoch 854/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0336
Epoch 855/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0335
Epoch 856/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0335
Epoch 857/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0334
Epoch 858/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0334
Epoch 859/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0333
Epoch 860/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0333
Epoch 861/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0333
Epoch 862/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0332
Epoch 863/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0332
Epoch 864/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0331
Epoch 865/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0331
Epoch 866/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0330
Epoch 867/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0330
Epoch 868/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0330
Epoch 869/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0329
Epoch 870/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0329
Epoch 871/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0328
Epoch 872/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0328
Epoch 873/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0327
Epoch 874/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0327
Epoch 875/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0326
Epoch 876/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0326
Epoch 877/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0326
Epoch 878/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0325
Epoch 879/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0325
Epoch 880/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0324
Epoch 881/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0324
Epoch 882/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0323
Epoch 883/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0323
Epoch 884/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0323
Epoch 885/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0322
Epoch 886/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0322
Epoch 887/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0321
Epoch 888/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0321
Epoch 889/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0320
Epoch 890/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0320
Epoch 891/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0319
Epoch 892/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0319
Epoch 893/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0319
Epoch 894/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0318
Epoch 895/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0318
Epoch 896/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0317
Epoch 897/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0317
Epoch 898/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0316
Epoch 899/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0316
Epoch 900/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0316
Epoch 901/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0315
Epoch 902/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0315
Epoch 903/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0314
Epoch 904/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0314
Epoch 905/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0313
Epoch 906/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0313
Epoch 907/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0313
Epoch 908/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0312
Epoch 909/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0312
Epoch 910/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0311
Epoch 911/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0311
Epoch 912/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0310
Epoch 913/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0310
Epoch 914/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0310
Epoch 915/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0309
Epoch 916/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0309
Epoch 917/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0308
Epoch 918/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0308
Epoch 919/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0307
Epoch 920/5000
1/1 [==============================] - 0s 6ms/step - loss: 0.0307
Epoch 921/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0307
Epoch 922/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0306
Epoch 923/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0306
Epoch 924/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0305
Epoch 925/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0305
Epoch 926/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0305
Epoch 927/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0304
Epoch 928/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0304
Epoch 929/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0303
Epoch 930/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0303
Epoch 931/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0302
Epoch 932/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0302
Epoch 933/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0302
Epoch 934/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0301
Epoch 935/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0301
Epoch 936/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0300
Epoch 937/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0300
Epoch 938/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0299
Epoch 939/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0299
Epoch 940/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0299
Epoch 941/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0298
Epoch 942/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0298
Epoch 943/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0297
Epoch 944/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0297
Epoch 945/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0297
Epoch 946/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0296
Epoch 947/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0296
Epoch 948/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0295
Epoch 949/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0295
Epoch 950/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0294
Epoch 951/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0294
Epoch 952/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0294
Epoch 953/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0293
Epoch 954/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0293
Epoch 955/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0292
Epoch 956/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0292
Epoch 957/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0292
Epoch 958/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0291
Epoch 959/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0291
Epoch 960/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0290
Epoch 961/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0290
Epoch 962/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0289
Epoch 963/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0289
Epoch 964/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0289
Epoch 965/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0288
Epoch 966/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0288
Epoch 967/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0287
Epoch 968/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0287
Epoch 969/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0287
Epoch 970/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0286
Epoch 971/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0286
Epoch 972/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0285
Epoch 973/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0285
Epoch 974/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0285
Epoch 975/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0284
Epoch 976/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0284
Epoch 977/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0283
Epoch 978/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0283
Epoch 979/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0283
Epoch 980/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0282
Epoch 981/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0282
Epoch 982/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0281
Epoch 983/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0281
Epoch 984/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0280
Epoch 985/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0280
Epoch 986/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0280
Epoch 987/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0279
Epoch 988/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0279
Epoch 989/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0278
Epoch 990/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0278
Epoch 991/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0278
Epoch 992/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0277
Epoch 993/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0277
Epoch 994/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0276
Epoch 995/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0276
Epoch 996/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0276
Epoch 997/5000
1/1 [==============================] - 0s 11ms/step - loss: 0.0275
Epoch 998/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0275
Epoch 999/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0274
Epoch 1000/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0274
Epoch 1001/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0274
Epoch 1002/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0273
Epoch 1003/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0273
Epoch 1004/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0272
Epoch 1005/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0272
Epoch 1006/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0272
Epoch 1007/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0271
Epoch 1008/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0271
Epoch 1009/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0270
Epoch 1010/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0270
Epoch 1011/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0270
Epoch 1012/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0269
Epoch 1013/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0269
Epoch 1014/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0268
Epoch 1015/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0268
Epoch 1016/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0268
Epoch 1017/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0267
Epoch 1018/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0267
Epoch 1019/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0266
Epoch 1020/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0266
Epoch 1021/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0266
Epoch 1022/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0265
Epoch 1023/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0265
Epoch 1024/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0265
Epoch 1025/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0264
Epoch 1026/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0264
Epoch 1027/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0263
Epoch 1028/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0263
Epoch 1029/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0263
Epoch 1030/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0262
Epoch 1031/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0262
Epoch 1032/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0261
Epoch 1033/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0261
Epoch 1034/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0261
Epoch 1035/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0260
Epoch 1036/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0260
Epoch 1037/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0259
Epoch 1038/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0259
Epoch 1039/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0259
Epoch 1040/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0258
Epoch 1041/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0258
Epoch 1042/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0257
Epoch 1043/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0257
Epoch 1044/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0257
Epoch 1045/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0256
Epoch 1046/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0256
Epoch 1047/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0256
Epoch 1048/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0255
Epoch 1049/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0255
Epoch 1050/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0254
Epoch 1051/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0254
Epoch 1052/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0254
Epoch 1053/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0253
Epoch 1054/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0253
Epoch 1055/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0252
Epoch 1056/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0252
Epoch 1057/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0252
Epoch 1058/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0251
Epoch 1059/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0251
Epoch 1060/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0251
Epoch 1061/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0250
Epoch 1062/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0250
Epoch 1063/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0249
Epoch 1064/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0249
Epoch 1065/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0249
Epoch 1066/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0248
Epoch 1067/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0248
Epoch 1068/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0248
Epoch 1069/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0247
Epoch 1070/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0247
Epoch 1071/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0246
Epoch 1072/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0246
Epoch 1073/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0246
Epoch 1074/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0245
Epoch 1075/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0245
Epoch 1076/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0244
Epoch 1077/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0244
Epoch 1078/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0244
Epoch 1079/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0243
Epoch 1080/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0243
Epoch 1081/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0243
Epoch 1082/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0242
Epoch 1083/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0242
Epoch 1084/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0242
Epoch 1085/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0241
Epoch 1086/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0241
Epoch 1087/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0240
Epoch 1088/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0240
Epoch 1089/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0240
Epoch 1090/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0239
Epoch 1091/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0239
Epoch 1092/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0239
Epoch 1093/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0238
Epoch 1094/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0238
Epoch 1095/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0237
Epoch 1096/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0237
Epoch 1097/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0237
Epoch 1098/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0236
Epoch 1099/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0236
Epoch 1100/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0236
Epoch 1101/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0235
Epoch 1102/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0235
Epoch 1103/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0234
Epoch 1104/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0234
Epoch 1105/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0234
Epoch 1106/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0233
Epoch 1107/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0233
Epoch 1108/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0233
Epoch 1109/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0232
Epoch 1110/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0232
Epoch 1111/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0232
Epoch 1112/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0231
Epoch 1113/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0231
Epoch 1114/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0230
Epoch 1115/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0230
Epoch 1116/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0230
Epoch 1117/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0229
Epoch 1118/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0229
Epoch 1119/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0229
Epoch 1120/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0228
Epoch 1121/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0228
Epoch 1122/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0228
Epoch 1123/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0227
Epoch 1124/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0227
Epoch 1125/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0226
Epoch 1126/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0226
Epoch 1127/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0226
Epoch 1128/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0225
Epoch 1129/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0225
Epoch 1130/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0225
Epoch 1131/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0224
Epoch 1132/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0224
Epoch 1133/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0224
Epoch 1134/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0223
Epoch 1135/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0223
Epoch 1136/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0223
Epoch 1137/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0222
Epoch 1138/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0222
Epoch 1139/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0221
Epoch 1140/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0221
Epoch 1141/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0221
Epoch 1142/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0220
Epoch 1143/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0220
Epoch 1144/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0220
Epoch 1145/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0219
Epoch 1146/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0219
Epoch 1147/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0219
Epoch 1148/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0218
Epoch 1149/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0218
Epoch 1150/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0218
Epoch 1151/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0217
Epoch 1152/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0217
Epoch 1153/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0217
Epoch 1154/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0216
Epoch 1155/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0216
Epoch 1156/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0215
Epoch 1157/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0215
Epoch 1158/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0215
Epoch 1159/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0214
Epoch 1160/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0214
Epoch 1161/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0214
Epoch 1162/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0213
Epoch 1163/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0213
Epoch 1164/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0213
Epoch 1165/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0212
Epoch 1166/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0212
Epoch 1167/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0212
Epoch 1168/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0211
Epoch 1169/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0211
Epoch 1170/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0211
Epoch 1171/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0210
Epoch 1172/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0210
Epoch 1173/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0210
Epoch 1174/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0209
Epoch 1175/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0209
Epoch 1176/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0209
Epoch 1177/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0208
Epoch 1178/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0208
Epoch 1179/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0208
Epoch 1180/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0207
Epoch 1181/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0207
Epoch 1182/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0207
Epoch 1183/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0206
Epoch 1184/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0206
Epoch 1185/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0206
Epoch 1186/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0205
Epoch 1187/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0205
Epoch 1188/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0204
Epoch 1189/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0204
Epoch 1190/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0204
Epoch 1191/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0203
Epoch 1192/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0203
Epoch 1193/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0203
Epoch 1194/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0202
Epoch 1195/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0202
Epoch 1196/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0202
Epoch 1197/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0201
Epoch 1198/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0201
Epoch 1199/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0201
Epoch 1200/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0200
Epoch 1201/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0200
Epoch 1202/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0200
Epoch 1203/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0199
Epoch 1204/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0199
Epoch 1205/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0199
Epoch 1206/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0198
Epoch 1207/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0198
Epoch 1208/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0198
Epoch 1209/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0197
Epoch 1210/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0197
Epoch 1211/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0197
Epoch 1212/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0196
Epoch 1213/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0196
Epoch 1214/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0196
Epoch 1215/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0196
Epoch 1216/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0195
Epoch 1217/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0195
Epoch 1218/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0195
Epoch 1219/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0194
Epoch 1220/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0194
Epoch 1221/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0194
Epoch 1222/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0193
Epoch 1223/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0193
Epoch 1224/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0193
Epoch 1225/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0192
Epoch 1226/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0192
Epoch 1227/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0192
Epoch 1228/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0191
Epoch 1229/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0191
Epoch 1230/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0191
Epoch 1231/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0190
Epoch 1232/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0190
Epoch 1233/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0190
Epoch 1234/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0189
Epoch 1235/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0189
Epoch 1236/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0189
Epoch 1237/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0188
Epoch 1238/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0188
Epoch 1239/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0188
Epoch 1240/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0187
Epoch 1241/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0187
Epoch 1242/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0187
Epoch 1243/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0186
Epoch 1244/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0186
Epoch 1245/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0186
Epoch 1246/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0185
Epoch 1247/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0185
Epoch 1248/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0185
Epoch 1249/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0185
Epoch 1250/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0184
Epoch 1251/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0184
Epoch 1252/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0184
Epoch 1253/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0183
Epoch 1254/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0183
Epoch 1255/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0183
Epoch 1256/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0182
Epoch 1257/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0182
Epoch 1258/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0182
Epoch 1259/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0181
Epoch 1260/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0181
Epoch 1261/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0181
Epoch 1262/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0180
Epoch 1263/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0180
Epoch 1264/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0180
Epoch 1265/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0180
Epoch 1266/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0179
Epoch 1267/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0179
Epoch 1268/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0179
Epoch 1269/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0178
Epoch 1270/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0178
Epoch 1271/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0178
Epoch 1272/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0177
Epoch 1273/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0177
Epoch 1274/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0177
Epoch 1275/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0176
Epoch 1276/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0176
Epoch 1277/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0176
Epoch 1278/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0176
Epoch 1279/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0175
Epoch 1280/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0175
Epoch 1281/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0175
Epoch 1282/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0174
Epoch 1283/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0174
Epoch 1284/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0174
Epoch 1285/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0173
Epoch 1286/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0173
Epoch 1287/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0173
Epoch 1288/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0172
Epoch 1289/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0172
Epoch 1290/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0172
Epoch 1291/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0172
Epoch 1292/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0171
Epoch 1293/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0171
Epoch 1294/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0171
Epoch 1295/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0170
Epoch 1296/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0170
Epoch 1297/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0170
Epoch 1298/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0169
Epoch 1299/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0169
Epoch 1300/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0169
Epoch 1301/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0169
Epoch 1302/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0168
Epoch 1303/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0168
Epoch 1304/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0168
Epoch 1305/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0167
Epoch 1306/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0167
Epoch 1307/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0167
Epoch 1308/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0166
Epoch 1309/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0166
Epoch 1310/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0166
Epoch 1311/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0166
Epoch 1312/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0165
Epoch 1313/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0165
Epoch 1314/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0165
Epoch 1315/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0164
Epoch 1316/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0164
Epoch 1317/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0164
Epoch 1318/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0164
Epoch 1319/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0163
Epoch 1320/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0163
Epoch 1321/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0163
Epoch 1322/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0162
Epoch 1323/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0162
Epoch 1324/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0162
Epoch 1325/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0161
Epoch 1326/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0161
Epoch 1327/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0161
Epoch 1328/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0161
Epoch 1329/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0160
Epoch 1330/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0160
Epoch 1331/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0160
Epoch 1332/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0159
Epoch 1333/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0159
Epoch 1334/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0159
Epoch 1335/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0159
Epoch 1336/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0158
Epoch 1337/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0158
Epoch 1338/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0158
Epoch 1339/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0157
Epoch 1340/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0157
Epoch 1341/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0157
Epoch 1342/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0157
Epoch 1343/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0156
Epoch 1344/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0156
Epoch 1345/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0156
Epoch 1346/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0155
Epoch 1347/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0155
Epoch 1348/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0155
Epoch 1349/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0155
Epoch 1350/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0154
Epoch 1351/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0154
Epoch 1352/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0154
Epoch 1353/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0154
Epoch 1354/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0153
Epoch 1355/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0153
Epoch 1356/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0153
Epoch 1357/5000
1/1 [==============================] - 0s 998us/step - loss: 0.0152
Epoch 1358/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0152
Epoch 1359/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0152
Epoch 1360/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0152
Epoch 1361/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0151
Epoch 1362/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0151
Epoch 1363/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0151
Epoch 1364/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0150
Epoch 1365/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0150
Epoch 1366/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0150
Epoch 1367/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0150
Epoch 1368/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0149
Epoch 1369/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0149
Epoch 1370/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0149
Epoch 1371/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0149
Epoch 1372/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0148
Epoch 1373/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0148
Epoch 1374/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0148
Epoch 1375/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0147
Epoch 1376/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0147
Epoch 1377/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0147
Epoch 1378/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0147
Epoch 1379/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0146
Epoch 1380/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0146
Epoch 1381/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0146
Epoch 1382/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0146
Epoch 1383/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0145
Epoch 1384/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0145
Epoch 1385/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0145
Epoch 1386/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0144
Epoch 1387/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0144
Epoch 1388/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0144
Epoch 1389/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0144
Epoch 1390/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0143
Epoch 1391/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0143
Epoch 1392/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0143
Epoch 1393/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0143
Epoch 1394/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0142
Epoch 1395/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0142
Epoch 1396/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0142
Epoch 1397/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0142
Epoch 1398/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0141
Epoch 1399/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0141
Epoch 1400/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0141
Epoch 1401/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0140
Epoch 1402/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0140
Epoch 1403/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0140
Epoch 1404/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0140
Epoch 1405/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0139
Epoch 1406/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0139
Epoch 1407/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0139
Epoch 1408/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0139
Epoch 1409/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0138
Epoch 1410/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0138
Epoch 1411/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0138
Epoch 1412/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0138
Epoch 1413/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0137
Epoch 1414/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0137
Epoch 1415/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0137
Epoch 1416/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0137
Epoch 1417/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0136
Epoch 1418/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0136
Epoch 1419/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0136
Epoch 1420/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0136
Epoch 1421/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0135
Epoch 1422/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0135
Epoch 1423/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0135
Epoch 1424/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0134
Epoch 1425/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0134
Epoch 1426/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0134
Epoch 1427/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0134
Epoch 1428/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0133
Epoch 1429/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0133
Epoch 1430/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0133
Epoch 1431/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0133
Epoch 1432/5000
1/1 [==============================] - 0s 9ms/step - loss: 0.0132
Epoch 1433/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0132
Epoch 1434/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0132
Epoch 1435/5000
1/1 [==============================] - 0s 5ms/step - loss: 0.0132
Epoch 1436/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0131
Epoch 1437/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0131
Epoch 1438/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0131
Epoch 1439/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0131
Epoch 1440/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0130
Epoch 1441/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0130
Epoch 1442/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0130
Epoch 1443/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0130
Epoch 1444/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0129
Epoch 1445/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0129
Epoch 1446/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0129
Epoch 1447/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0129
Epoch 1448/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0128
Epoch 1449/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0128
Epoch 1450/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0128
Epoch 1451/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0128
Epoch 1452/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0127
Epoch 1453/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0127
Epoch 1454/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0127
Epoch 1455/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0127
Epoch 1456/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0126
Epoch 1457/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0126
Epoch 1458/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0126
Epoch 1459/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0126
Epoch 1460/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0125
Epoch 1461/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0125
Epoch 1462/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0125
Epoch 1463/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0125
Epoch 1464/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0125
Epoch 1465/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0124
Epoch 1466/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0124
Epoch 1467/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0124
Epoch 1468/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0124
Epoch 1469/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0123
Epoch 1470/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0123
Epoch 1471/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0123
Epoch 1472/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0123
Epoch 1473/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0122
Epoch 1474/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0122
Epoch 1475/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0122
Epoch 1476/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0122
Epoch 1477/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0121
Epoch 1478/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0121
Epoch 1479/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0121
Epoch 1480/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0121
Epoch 1481/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0120
Epoch 1482/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0120
Epoch 1483/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0120
Epoch 1484/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0120
Epoch 1485/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0120
Epoch 1486/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0119
Epoch 1487/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0119
Epoch 1488/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0119
Epoch 1489/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0119
Epoch 1490/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0118
Epoch 1491/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0118
Epoch 1492/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0118
Epoch 1493/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0118
Epoch 1494/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0117
Epoch 1495/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0117
Epoch 1496/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0117
Epoch 1497/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0117
Epoch 1498/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0116
Epoch 1499/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0116
Epoch 1500/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0116
Epoch 1501/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0116
Epoch 1502/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0116
Epoch 1503/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0115
Epoch 1504/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0115
Epoch 1505/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0115
Epoch 1506/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0115
Epoch 1507/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0114
Epoch 1508/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0114
Epoch 1509/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0114
Epoch 1510/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0114
Epoch 1511/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0113
Epoch 1512/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0113
Epoch 1513/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0113
Epoch 1514/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0113
Epoch 1515/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0113
Epoch 1516/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0112
Epoch 1517/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0112
Epoch 1518/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0112
Epoch 1519/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0112
Epoch 1520/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0111
Epoch 1521/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0111
Epoch 1522/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0111
Epoch 1523/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0111
Epoch 1524/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0111
Epoch 1525/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0110
Epoch 1526/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0110
Epoch 1527/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0110
Epoch 1528/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0110
Epoch 1529/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0109
Epoch 1530/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0109
Epoch 1531/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0109
Epoch 1532/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0109
Epoch 1533/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0109
Epoch 1534/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0108
Epoch 1535/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0108
Epoch 1536/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0108
Epoch 1537/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0108
Epoch 1538/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0107
Epoch 1539/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0107
Epoch 1540/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0107
Epoch 1541/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0107
Epoch 1542/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0107
Epoch 1543/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0106
Epoch 1544/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0106
Epoch 1545/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0106
Epoch 1546/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0106
Epoch 1547/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0106
Epoch 1548/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0105
Epoch 1549/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0105
Epoch 1550/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0105
Epoch 1551/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0105
Epoch 1552/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0104
Epoch 1553/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0104
Epoch 1554/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0104
Epoch 1555/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0104
Epoch 1556/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0104
Epoch 1557/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0103
Epoch 1558/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0103
Epoch 1559/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0103
Epoch 1560/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0103
Epoch 1561/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0103
Epoch 1562/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0102
Epoch 1563/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0102
Epoch 1564/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0102
Epoch 1565/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0102
Epoch 1566/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0102
Epoch 1567/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0101
Epoch 1568/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0101
Epoch 1569/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0101
Epoch 1570/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0101
Epoch 1571/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0100
Epoch 1572/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0100
Epoch 1573/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0100
Epoch 1574/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0100
Epoch 1575/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0100
Epoch 1576/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0099
Epoch 1577/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0099
Epoch 1578/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0099
Epoch 1579/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0099
Epoch 1580/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0099
Epoch 1581/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0098
Epoch 1582/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0098
Epoch 1583/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0098
Epoch 1584/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0098
Epoch 1585/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0098
Epoch 1586/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0097
Epoch 1587/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0097
Epoch 1588/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0097
Epoch 1589/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0097
Epoch 1590/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0097
Epoch 1591/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0096
Epoch 1592/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0096
Epoch 1593/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0096
Epoch 1594/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0096
Epoch 1595/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0096
Epoch 1596/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0095
Epoch 1597/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0095
Epoch 1598/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0095
Epoch 1599/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0095
Epoch 1600/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0095
Epoch 1601/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0094
Epoch 1602/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0094
Epoch 1603/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0094
Epoch 1604/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0094
Epoch 1605/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0094
Epoch 1606/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0093
Epoch 1607/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0093
Epoch 1608/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0093
Epoch 1609/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0093
Epoch 1610/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0093
Epoch 1611/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0092
Epoch 1612/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0092
Epoch 1613/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0092
Epoch 1614/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0092
Epoch 1615/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0092
Epoch 1616/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0091
Epoch 1617/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0091
Epoch 1618/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0091
Epoch 1619/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0091
Epoch 1620/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0091
Epoch 1621/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0090
Epoch 1622/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0090
Epoch 1623/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0090
Epoch 1624/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0090
Epoch 1625/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0090
Epoch 1626/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0090
Epoch 1627/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0089
Epoch 1628/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0089
Epoch 1629/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0089
Epoch 1630/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0089
Epoch 1631/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0089
Epoch 1632/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0088
Epoch 1633/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0088
Epoch 1634/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0088
Epoch 1635/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0088
Epoch 1636/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0088
Epoch 1637/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0087
Epoch 1638/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0087
Epoch 1639/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0087
Epoch 1640/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0087
Epoch 1641/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0087
Epoch 1642/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0086
Epoch 1643/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0086
Epoch 1644/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0086
Epoch 1645/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0086
Epoch 1646/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0086
Epoch 1647/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0086
Epoch 1648/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0085
Epoch 1649/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0085
Epoch 1650/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0085
Epoch 1651/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0085
Epoch 1652/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0085
Epoch 1653/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0084
Epoch 1654/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0084
Epoch 1655/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0084
Epoch 1656/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0084
Epoch 1657/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0084
Epoch 1658/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0084
Epoch 1659/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0083
Epoch 1660/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0083
Epoch 1661/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0083
Epoch 1662/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0083
Epoch 1663/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0083
Epoch 1664/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0082
Epoch 1665/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0082
Epoch 1666/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0082
Epoch 1667/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0082
Epoch 1668/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0082
Epoch 1669/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0082
Epoch 1670/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0081
Epoch 1671/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0081
Epoch 1672/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0081
Epoch 1673/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0081
Epoch 1674/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0081
Epoch 1675/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0081
Epoch 1676/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0080
Epoch 1677/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0080
Epoch 1678/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0080
Epoch 1679/5000
1/1 [==============================] - 0s 5ms/step - loss: 0.0080
Epoch 1680/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0080
Epoch 1681/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0079
Epoch 1682/5000
1/1 [==============================] - 0s 5ms/step - loss: 0.0079
Epoch 1683/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0079
Epoch 1684/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0079
Epoch 1685/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0079
Epoch 1686/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0079
Epoch 1687/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0078
Epoch 1688/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0078
Epoch 1689/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0078
Epoch 1690/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0078
Epoch 1691/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0078
Epoch 1692/5000
1/1 [==============================] - 0s 5ms/step - loss: 0.0078
Epoch 1693/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0077
Epoch 1694/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0077
Epoch 1695/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0077
Epoch 1696/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0077
Epoch 1697/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0077
Epoch 1698/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0077
Epoch 1699/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0076
Epoch 1700/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0076
Epoch 1701/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0076
Epoch 1702/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0076
Epoch 1703/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0076
Epoch 1704/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0076
Epoch 1705/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0075
Epoch 1706/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0075
Epoch 1707/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0075
Epoch 1708/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0075
Epoch 1709/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0075
Epoch 1710/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0075
Epoch 1711/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0074
Epoch 1712/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0074
Epoch 1713/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0074
Epoch 1714/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0074
Epoch 1715/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0074
Epoch 1716/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0074
Epoch 1717/5000
1/1 [==============================] - 0s 5ms/step - loss: 0.0073
Epoch 1718/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0073
Epoch 1719/5000
1/1 [==============================] - 0s 6ms/step - loss: 0.0073
Epoch 1720/5000
1/1 [==============================] - 0s 6ms/step - loss: 0.0073
Epoch 1721/5000
1/1 [==============================] - 0s 5ms/step - loss: 0.0073
Epoch 1722/5000
1/1 [==============================] - 0s 5ms/step - loss: 0.0073
Epoch 1723/5000
1/1 [==============================] - 0s 5ms/step - loss: 0.0072
Epoch 1724/5000
1/1 [==============================] - 0s 5ms/step - loss: 0.0072
Epoch 1725/5000
1/1 [==============================] - 0s 5ms/step - loss: 0.0072
Epoch 1726/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0072
Epoch 1727/5000
1/1 [==============================] - 0s 5ms/step - loss: 0.0072
Epoch 1728/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0072
Epoch 1729/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0071
Epoch 1730/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0071
Epoch 1731/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0071
Epoch 1732/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0071
Epoch 1733/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0071
Epoch 1734/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0071
Epoch 1735/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0070
Epoch 1736/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0070
Epoch 1737/5000
1/1 [==============================] - 0s 5ms/step - loss: 0.0070
Epoch 1738/5000
1/1 [==============================] - 0s 5ms/step - loss: 0.0070
Epoch 1739/5000
1/1 [==============================] - 0s 6ms/step - loss: 0.0070
Epoch 1740/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0070
Epoch 1741/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0070
Epoch 1742/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0069
Epoch 1743/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0069
Epoch 1744/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0069
Epoch 1745/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0069
Epoch 1746/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0069
Epoch 1747/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0069
Epoch 1748/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0068
Epoch 1749/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0068
Epoch 1750/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0068
Epoch 1751/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0068
Epoch 1752/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0068
Epoch 1753/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0068
Epoch 1754/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0067
Epoch 1755/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0067
Epoch 1756/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0067
Epoch 1757/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0067
Epoch 1758/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0067
Epoch 1759/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0067
Epoch 1760/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0067
Epoch 1761/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0066
Epoch 1762/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0066
Epoch 1763/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0066
Epoch 1764/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0066
Epoch 1765/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0066
Epoch 1766/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0066
Epoch 1767/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0066
Epoch 1768/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0065
Epoch 1769/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0065
Epoch 1770/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0065
Epoch 1771/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0065
Epoch 1772/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0065
Epoch 1773/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0065
Epoch 1774/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0064
Epoch 1775/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0064
Epoch 1776/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0064
Epoch 1777/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0064
Epoch 1778/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0064
Epoch 1779/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0064
Epoch 1780/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0064
Epoch 1781/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0063
Epoch 1782/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0063
Epoch 1783/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0063
Epoch 1784/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0063
Epoch 1785/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0063
Epoch 1786/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0063
Epoch 1787/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0063
Epoch 1788/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0062
Epoch 1789/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0062
Epoch 1790/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0062
Epoch 1791/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0062
Epoch 1792/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0062
Epoch 1793/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0062
Epoch 1794/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0062
Epoch 1795/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0061
Epoch 1796/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0061
Epoch 1797/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0061
Epoch 1798/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0061
Epoch 1799/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0061
Epoch 1800/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0061
Epoch 1801/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0061
Epoch 1802/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0060
Epoch 1803/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0060
Epoch 1804/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0060
Epoch 1805/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0060
Epoch 1806/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0060
Epoch 1807/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0060
Epoch 1808/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0060
Epoch 1809/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0059
Epoch 1810/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0059
Epoch 1811/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0059
Epoch 1812/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0059
Epoch 1813/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0059
Epoch 1814/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0059
Epoch 1815/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0059
Epoch 1816/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0058
Epoch 1817/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0058
Epoch 1818/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0058
Epoch 1819/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0058
Epoch 1820/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0058
Epoch 1821/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0058
Epoch 1822/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0058
Epoch 1823/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0057
Epoch 1824/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0057
Epoch 1825/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0057
Epoch 1826/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0057
Epoch 1827/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0057
Epoch 1828/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0057
Epoch 1829/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0057
Epoch 1830/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0057
Epoch 1831/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0056
Epoch 1832/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0056
Epoch 1833/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0056
Epoch 1834/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0056
Epoch 1835/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0056
Epoch 1836/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0056
Epoch 1837/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0056
Epoch 1838/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0055
Epoch 1839/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0055
Epoch 1840/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0055
Epoch 1841/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0055
Epoch 1842/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0055
Epoch 1843/5000
1/1 [==============================] - 0s 5ms/step - loss: 0.0055
Epoch 1844/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0055
Epoch 1845/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0055
Epoch 1846/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0054
Epoch 1847/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0054
Epoch 1848/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0054
Epoch 1849/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0054
Epoch 1850/5000
1/1 [==============================] - 0s 5ms/step - loss: 0.0054
Epoch 1851/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0054
Epoch 1852/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0054
Epoch 1853/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0054
Epoch 1854/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0053
Epoch 1855/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0053
Epoch 1856/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0053
Epoch 1857/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0053
Epoch 1858/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0053
Epoch 1859/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0053
Epoch 1860/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0053
Epoch 1861/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0052
Epoch 1862/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0052
Epoch 1863/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0052
Epoch 1864/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0052
Epoch 1865/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0052
Epoch 1866/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0052
Epoch 1867/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0052
Epoch 1868/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0052
Epoch 1869/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0051
Epoch 1870/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0051
Epoch 1871/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0051
Epoch 1872/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0051
Epoch 1873/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0051
Epoch 1874/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0051
Epoch 1875/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0051
Epoch 1876/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0051
Epoch 1877/5000
1/1 [==============================] - 0s 6ms/step - loss: 0.0050
Epoch 1878/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0050
Epoch 1879/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0050
Epoch 1880/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0050
Epoch 1881/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0050
Epoch 1882/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0050
Epoch 1883/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0050
Epoch 1884/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0050
Epoch 1885/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0050
Epoch 1886/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0049
Epoch 1887/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0049
Epoch 1888/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0049
Epoch 1889/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0049
Epoch 1890/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0049
Epoch 1891/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0049
Epoch 1892/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0049
Epoch 1893/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0049
Epoch 1894/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0048
Epoch 1895/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0048
Epoch 1896/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0048
Epoch 1897/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0048
Epoch 1898/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0048
Epoch 1899/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0048
Epoch 1900/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0048
Epoch 1901/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0048
Epoch 1902/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0047
Epoch 1903/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0047
Epoch 1904/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0047
Epoch 1905/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0047
Epoch 1906/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0047
Epoch 1907/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0047
Epoch 1908/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0047
Epoch 1909/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0047
Epoch 1910/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0047
Epoch 1911/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0046
Epoch 1912/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0046
Epoch 1913/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0046
Epoch 1914/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0046
Epoch 1915/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0046
Epoch 1916/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0046
Epoch 1917/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0046
Epoch 1918/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0046
Epoch 1919/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0046
Epoch 1920/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0045
Epoch 1921/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0045
Epoch 1922/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0045
Epoch 1923/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0045
Epoch 1924/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0045
Epoch 1925/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0045
Epoch 1926/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0045
Epoch 1927/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0045
Epoch 1928/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0045
Epoch 1929/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0044
Epoch 1930/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0044
Epoch 1931/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0044
Epoch 1932/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0044
Epoch 1933/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0044
Epoch 1934/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0044
Epoch 1935/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0044
Epoch 1936/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0044
Epoch 1937/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0044
Epoch 1938/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0043
Epoch 1939/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0043
Epoch 1940/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0043
Epoch 1941/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0043
Epoch 1942/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0043
Epoch 1943/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0043
Epoch 1944/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0043
Epoch 1945/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0043
Epoch 1946/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0043
Epoch 1947/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0042
Epoch 1948/5000
1/1 [==============================] - 0s 5ms/step - loss: 0.0042
Epoch 1949/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0042
Epoch 1950/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0042
Epoch 1951/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0042
Epoch 1952/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0042
Epoch 1953/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0042
Epoch 1954/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0042
Epoch 1955/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0042
Epoch 1956/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0041
Epoch 1957/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0041
Epoch 1958/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0041
Epoch 1959/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0041
Epoch 1960/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0041
Epoch 1961/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0041
Epoch 1962/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0041
Epoch 1963/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0041
Epoch 1964/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0041
Epoch 1965/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0041
Epoch 1966/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0040
Epoch 1967/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0040
Epoch 1968/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0040
Epoch 1969/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0040
Epoch 1970/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0040
Epoch 1971/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0040
Epoch 1972/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0040
Epoch 1973/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0040
Epoch 1974/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0040
Epoch 1975/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0040
Epoch 1976/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0039
Epoch 1977/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0039
Epoch 1978/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0039
Epoch 1979/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0039
Epoch 1980/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0039
Epoch 1981/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0039
Epoch 1982/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0039
Epoch 1983/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0039
Epoch 1984/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0039
Epoch 1985/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0039
Epoch 1986/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0038
Epoch 1987/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0038
Epoch 1988/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0038
Epoch 1989/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0038
Epoch 1990/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0038
Epoch 1991/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0038
Epoch 1992/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0038
Epoch 1993/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0038
Epoch 1994/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0038
Epoch 1995/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0038
Epoch 1996/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0037
Epoch 1997/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0037
Epoch 1998/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0037
Epoch 1999/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0037
Epoch 2000/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0037
Epoch 2001/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0037
Epoch 2002/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0037
Epoch 2003/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0037
Epoch 2004/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0037
Epoch 2005/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0037
Epoch 2006/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0036
Epoch 2007/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0036
Epoch 2008/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0036
Epoch 2009/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0036
Epoch 2010/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0036
Epoch 2011/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0036
Epoch 2012/5000
1/1 [==============================] - 0s 5ms/step - loss: 0.0036
Epoch 2013/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0036
Epoch 2014/5000
1/1 [==============================] - 0s 5ms/step - loss: 0.0036
Epoch 2015/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0036
Epoch 2016/5000
1/1 [==============================] - 0s 6ms/step - loss: 0.0036
Epoch 2017/5000
1/1 [==============================] - 0s 6ms/step - loss: 0.0035
Epoch 2018/5000
1/1 [==============================] - 0s 7ms/step - loss: 0.0035
Epoch 2019/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0035
Epoch 2020/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0035
Epoch 2021/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0035
Epoch 2022/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0035
Epoch 2023/5000
1/1 [==============================] - 0s 5ms/step - loss: 0.0035
Epoch 2024/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0035
Epoch 2025/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0035
Epoch 2026/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0035
Epoch 2027/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0035
Epoch 2028/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0034
Epoch 2029/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0034
Epoch 2030/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0034
Epoch 2031/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0034
Epoch 2032/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0034
Epoch 2033/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0034
Epoch 2034/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0034
Epoch 2035/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0034
Epoch 2036/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0034
Epoch 2037/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0034
Epoch 2038/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0034
Epoch 2039/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0033
Epoch 2040/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0033
Epoch 2041/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0033
Epoch 2042/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0033
Epoch 2043/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0033
Epoch 2044/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0033
Epoch 2045/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0033
Epoch 2046/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0033
Epoch 2047/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0033
Epoch 2048/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0033
Epoch 2049/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0033
Epoch 2050/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0032
Epoch 2051/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0032
Epoch 2052/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0032
Epoch 2053/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0032
Epoch 2054/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0032
Epoch 2055/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0032
Epoch 2056/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0032
Epoch 2057/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0032
Epoch 2058/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0032
Epoch 2059/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0032
Epoch 2060/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0032
Epoch 2061/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0032
Epoch 2062/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0031
Epoch 2063/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0031
Epoch 2064/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0031
Epoch 2065/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0031
Epoch 2066/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0031
Epoch 2067/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0031
Epoch 2068/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0031
Epoch 2069/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0031
Epoch 2070/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0031
Epoch 2071/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0031
Epoch 2072/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0031
Epoch 2073/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0031
Epoch 2074/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0030
Epoch 2075/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0030
Epoch 2076/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0030
Epoch 2077/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0030
Epoch 2078/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0030
Epoch 2079/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0030
Epoch 2080/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0030
Epoch 2081/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0030
Epoch 2082/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0030
Epoch 2083/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0030
Epoch 2084/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0030
Epoch 2085/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0030
Epoch 2086/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0030
Epoch 2087/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0029
Epoch 2088/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0029
Epoch 2089/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0029
Epoch 2090/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0029
Epoch 2091/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0029
Epoch 2092/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0029
Epoch 2093/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0029
Epoch 2094/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0029
Epoch 2095/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0029
Epoch 2096/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0029
Epoch 2097/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0029
Epoch 2098/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0029
Epoch 2099/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0028
Epoch 2100/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0028
Epoch 2101/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0028
Epoch 2102/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0028
Epoch 2103/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0028
Epoch 2104/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0028
Epoch 2105/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0028
Epoch 2106/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0028
Epoch 2107/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0028
Epoch 2108/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0028
Epoch 2109/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0028
Epoch 2110/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0028
Epoch 2111/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0028
Epoch 2112/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0027
Epoch 2113/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0027
Epoch 2114/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0027
Epoch 2115/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0027
Epoch 2116/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0027
Epoch 2117/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0027
Epoch 2118/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0027
Epoch 2119/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0027
Epoch 2120/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0027
Epoch 2121/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0027
Epoch 2122/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0027
Epoch 2123/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0027
Epoch 2124/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0027
Epoch 2125/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0027
Epoch 2126/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0026
Epoch 2127/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0026
Epoch 2128/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0026
Epoch 2129/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0026
Epoch 2130/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0026
Epoch 2131/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0026
Epoch 2132/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0026
Epoch 2133/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0026
Epoch 2134/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0026
Epoch 2135/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0026
Epoch 2136/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0026
Epoch 2137/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0026
Epoch 2138/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0026
Epoch 2139/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0026
Epoch 2140/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0025
Epoch 2141/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0025
Epoch 2142/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0025
Epoch 2143/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0025
Epoch 2144/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0025
Epoch 2145/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0025
Epoch 2146/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0025
Epoch 2147/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0025
Epoch 2148/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0025
Epoch 2149/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0025
Epoch 2150/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0025
Epoch 2151/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0025
Epoch 2152/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0025
Epoch 2153/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0025
Epoch 2154/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0024
Epoch 2155/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0024
Epoch 2156/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0024
Epoch 2157/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0024
Epoch 2158/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0024
Epoch 2159/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0024
Epoch 2160/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0024
Epoch 2161/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0024
Epoch 2162/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0024
Epoch 2163/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0024
Epoch 2164/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0024
Epoch 2165/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0024
Epoch 2166/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0024
Epoch 2167/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0024
Epoch 2168/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0024
Epoch 2169/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0023
Epoch 2170/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0023
Epoch 2171/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0023
Epoch 2172/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0023
Epoch 2173/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0023
Epoch 2174/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0023
Epoch 2175/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0023
Epoch 2176/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0023
Epoch 2177/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0023
Epoch 2178/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0023
Epoch 2179/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0023
Epoch 2180/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0023
Epoch 2181/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0023
Epoch 2182/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0023
Epoch 2183/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0023
Epoch 2184/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0022
Epoch 2185/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0022
Epoch 2186/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0022
Epoch 2187/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0022
Epoch 2188/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0022
Epoch 2189/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0022
Epoch 2190/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0022
Epoch 2191/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0022
Epoch 2192/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0022
Epoch 2193/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0022
Epoch 2194/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0022
Epoch 2195/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0022
Epoch 2196/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0022
Epoch 2197/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0022
Epoch 2198/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0022
Epoch 2199/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0022
Epoch 2200/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0021
Epoch 2201/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0021
Epoch 2202/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0021
Epoch 2203/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0021
Epoch 2204/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0021
Epoch 2205/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0021
Epoch 2206/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0021
Epoch 2207/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0021
Epoch 2208/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0021
Epoch 2209/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0021
Epoch 2210/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0021
Epoch 2211/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0021
Epoch 2212/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0021
Epoch 2213/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0021
Epoch 2214/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0021
Epoch 2215/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0021
Epoch 2216/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0021
Epoch 2217/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0020
Epoch 2218/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0020
Epoch 2219/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0020
Epoch 2220/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0020
Epoch 2221/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0020
Epoch 2222/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0020
Epoch 2223/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0020
Epoch 2224/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0020
Epoch 2225/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0020
Epoch 2226/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0020
Epoch 2227/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0020
Epoch 2228/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0020
Epoch 2229/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0020
Epoch 2230/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0020
Epoch 2231/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0020
Epoch 2232/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0020
Epoch 2233/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0020
Epoch 2234/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0019
Epoch 2235/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0019
Epoch 2236/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0019
Epoch 2237/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0019
Epoch 2238/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0019
Epoch 2239/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0019
Epoch 2240/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0019
Epoch 2241/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0019
Epoch 2242/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0019
Epoch 2243/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0019
Epoch 2244/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0019
Epoch 2245/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0019
Epoch 2246/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0019
Epoch 2247/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0019
Epoch 2248/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0019
Epoch 2249/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0019
Epoch 2250/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0019
Epoch 2251/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0019
Epoch 2252/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0019
Epoch 2253/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0018
Epoch 2254/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0018
Epoch 2255/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0018
Epoch 2256/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0018
Epoch 2257/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0018
Epoch 2258/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0018
Epoch 2259/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0018
Epoch 2260/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0018
Epoch 2261/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0018
Epoch 2262/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0018
Epoch 2263/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0018
Epoch 2264/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0018
Epoch 2265/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0018
Epoch 2266/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0018
Epoch 2267/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0018
Epoch 2268/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0018
Epoch 2269/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0018
Epoch 2270/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0018
Epoch 2271/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0018
Epoch 2272/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0017
Epoch 2273/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0017
Epoch 2274/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0017
Epoch 2275/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0017
Epoch 2276/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0017
Epoch 2277/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0017
Epoch 2278/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0017
Epoch 2279/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0017
Epoch 2280/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0017
Epoch 2281/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0017
Epoch 2282/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0017
Epoch 2283/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0017
Epoch 2284/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0017
Epoch 2285/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0017
Epoch 2286/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0017
Epoch 2287/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0017
Epoch 2288/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0017
Epoch 2289/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0017
Epoch 2290/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0017
Epoch 2291/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0016
Epoch 2292/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0016
Epoch 2293/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0016
Epoch 2294/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0016
Epoch 2295/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0016
Epoch 2296/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0016
Epoch 2297/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0016
Epoch 2298/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0016
Epoch 2299/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0016
Epoch 2300/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0016
Epoch 2301/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0016
Epoch 2302/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0016
Epoch 2303/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0016
Epoch 2304/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0016
Epoch 2305/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0016
Epoch 2306/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0016
Epoch 2307/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0016
Epoch 2308/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0016
Epoch 2309/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0016
Epoch 2310/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0016
Epoch 2311/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0016
Epoch 2312/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0015
Epoch 2313/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0015
Epoch 2314/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0015
Epoch 2315/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0015
Epoch 2316/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0015
Epoch 2317/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0015
Epoch 2318/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0015
Epoch 2319/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0015
Epoch 2320/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0015
Epoch 2321/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0015
Epoch 2322/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0015
Epoch 2323/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0015
Epoch 2324/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0015
Epoch 2325/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0015
Epoch 2326/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0015
Epoch 2327/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0015
Epoch 2328/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0015
Epoch 2329/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0015
Epoch 2330/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0015
Epoch 2331/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0015
Epoch 2332/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0015
Epoch 2333/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0015
Epoch 2334/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0015
Epoch 2335/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0014
Epoch 2336/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0014
Epoch 2337/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0014
Epoch 2338/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0014
Epoch 2339/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0014
Epoch 2340/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0014
Epoch 2341/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0014
Epoch 2342/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0014
Epoch 2343/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0014
Epoch 2344/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0014
Epoch 2345/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0014
Epoch 2346/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0014
Epoch 2347/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0014
Epoch 2348/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0014
Epoch 2349/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0014
Epoch 2350/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0014
Epoch 2351/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0014
Epoch 2352/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0014
Epoch 2353/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0014
Epoch 2354/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0014
Epoch 2355/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0014
Epoch 2356/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0014
Epoch 2357/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0014
Epoch 2358/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0013
Epoch 2359/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0013
Epoch 2360/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0013
Epoch 2361/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0013
Epoch 2362/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0013
Epoch 2363/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0013
Epoch 2364/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0013
Epoch 2365/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0013
Epoch 2366/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0013
Epoch 2367/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0013
Epoch 2368/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0013
Epoch 2369/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0013
Epoch 2370/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0013
Epoch 2371/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0013
Epoch 2372/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0013
Epoch 2373/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0013
Epoch 2374/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0013
Epoch 2375/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0013
Epoch 2376/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0013
Epoch 2377/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0013
Epoch 2378/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0013
Epoch 2379/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0013
Epoch 2380/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0013
Epoch 2381/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0013
Epoch 2382/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0013
Epoch 2383/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0012
Epoch 2384/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0012
Epoch 2385/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0012
Epoch 2386/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0012
Epoch 2387/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0012
Epoch 2388/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0012
Epoch 2389/5000
1/1 [==============================] - 0s 5ms/step - loss: 0.0012
Epoch 2390/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0012
Epoch 2391/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0012
Epoch 2392/5000
1/1 [==============================] - 0s 6ms/step - loss: 0.0012
Epoch 2393/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0012
Epoch 2394/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0012
Epoch 2395/5000
1/1 [==============================] - 0s 5ms/step - loss: 0.0012
Epoch 2396/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0012
Epoch 2397/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0012
Epoch 2398/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0012
Epoch 2399/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0012
Epoch 2400/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0012
Epoch 2401/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0012
Epoch 2402/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0012
Epoch 2403/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0012
Epoch 2404/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0012
Epoch 2405/5000
1/1 [==============================] - 0s 5ms/step - loss: 0.0012
Epoch 2406/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0012
Epoch 2407/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0012
Epoch 2408/5000
1/1 [==============================] - 0s 5ms/step - loss: 0.0012
Epoch 2409/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0012
Epoch 2410/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0012
Epoch 2411/5000
1/1 [==============================] - 0s 6ms/step - loss: 0.0011
Epoch 2412/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0011
Epoch 2413/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0011
Epoch 2414/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0011
Epoch 2415/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0011
Epoch 2416/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0011
Epoch 2417/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0011
Epoch 2418/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0011
Epoch 2419/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0011
Epoch 2420/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0011
Epoch 2421/5000
1/1 [==============================] - 0s 6ms/step - loss: 0.0011
Epoch 2422/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0011
Epoch 2423/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0011
Epoch 2424/5000
1/1 [==============================] - 0s 5ms/step - loss: 0.0011
Epoch 2425/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0011
Epoch 2426/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0011
Epoch 2427/5000
1/1 [==============================] - 0s 6ms/step - loss: 0.0011
Epoch 2428/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0011
Epoch 2429/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0011
Epoch 2430/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0011
Epoch 2431/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0011
Epoch 2432/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0011
Epoch 2433/5000
1/1 [==============================] - 0s 2ms/step - loss: 0.0011
Epoch 2434/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0011
Epoch 2435/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0011
Epoch 2436/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0011
Epoch 2437/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0011
Epoch 2438/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0011
Epoch 2439/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0011
Epoch 2440/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0010
Epoch 2441/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0010
Epoch 2442/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0010
Epoch 2443/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0010
Epoch 2444/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0010
Epoch 2445/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0010
Epoch 2446/5000
1/1 [==============================] - 0s 6ms/step - loss: 0.0010
Epoch 2447/5000
1/1 [==============================] - 0s 4ms/step - loss: 0.0010
Epoch 2448/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0010
Epoch 2449/5000
1/1 [==============================] - 0s 5ms/step - loss: 0.0010
Epoch 2450/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0010
Epoch 2451/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0010
Epoch 2452/5000
1/1 [==============================] - 0s 5ms/step - loss: 0.0010
Epoch 2453/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0010
Epoch 2454/5000
1/1 [==============================] - 0s 3ms/step - loss: 0.0010
Epoch 2455/5000
1/1 [==============================] - 0s 5ms/step - loss: 9.9955e-04
Epoch 2456/5000
1/1 [==============================] - 0s 3ms/step - loss: 9.9642e-04
Epoch 2457/5000
1/1 [==============================] - 0s 3ms/step - loss: 9.9329e-04
Epoch 2458/5000
1/1 [==============================] - 0s 5ms/step - loss: 9.9018e-04
Epoch 2459/5000
1/1 [==============================] - 0s 3ms/step - loss: 9.8707e-04
Epoch 2460/5000
1/1 [==============================] - 0s 3ms/step - loss: 9.8397e-04
Epoch 2461/5000
1/1 [==============================] - 0s 3ms/step - loss: 9.8088e-04
Epoch 2462/5000
1/1 [==============================] - 0s 3ms/step - loss: 9.7780e-04
Epoch 2463/5000
1/1 [==============================] - 0s 3ms/step - loss: 9.7473e-04
Epoch 2464/5000
1/1 [==============================] - 0s 2ms/step - loss: 9.7167e-04
Epoch 2465/5000
1/1 [==============================] - 0s 4ms/step - loss: 9.6861e-04
Epoch 2466/5000
1/1 [==============================] - 0s 3ms/step - loss: 9.6557e-04
Epoch 2467/5000
1/1 [==============================] - 0s 2ms/step - loss: 9.6253e-04
Epoch 2468/5000
1/1 [==============================] - 0s 6ms/step - loss: 9.5951e-04
Epoch 2469/5000
1/1 [==============================] - 0s 3ms/step - loss: 9.5649e-04
Epoch 2470/5000
1/1 [==============================] - 0s 3ms/step - loss: 9.5348e-04
Epoch 2471/5000
1/1 [==============================] - 0s 5ms/step - loss: 9.5047e-04
Epoch 2472/5000
1/1 [==============================] - 0s 3ms/step - loss: 9.4748e-04
Epoch 2473/5000
1/1 [==============================] - 0s 3ms/step - loss: 9.4450e-04
Epoch 2474/5000
1/1 [==============================] - 0s 4ms/step - loss: 9.4152e-04
Epoch 2475/5000
1/1 [==============================] - 0s 3ms/step - loss: 9.3855e-04
Epoch 2476/5000
1/1 [==============================] - 0s 3ms/step - loss: 9.3560e-04
Epoch 2477/5000
1/1 [==============================] - 0s 3ms/step - loss: 9.3265e-04
Epoch 2478/5000
1/1 [==============================] - 0s 5ms/step - loss: 9.2970e-04
Epoch 2479/5000
1/1 [==============================] - 0s 3ms/step - loss: 9.2677e-04
Epoch 2480/5000
1/1 [==============================] - 0s 2ms/step - loss: 9.2385e-04
Epoch 2481/5000
1/1 [==============================] - 0s 4ms/step - loss: 9.2093e-04
Epoch 2482/5000
1/1 [==============================] - 0s 3ms/step - loss: 9.1802e-04
Epoch 2483/5000
1/1 [==============================] - 0s 3ms/step - loss: 9.1512e-04
Epoch 2484/5000
1/1 [==============================] - 0s 3ms/step - loss: 9.1223e-04
Epoch 2485/5000
1/1 [==============================] - 0s 4ms/step - loss: 9.0935e-04
Epoch 2486/5000
1/1 [==============================] - 0s 4ms/step - loss: 9.0648e-04
Epoch 2487/5000
1/1 [==============================] - 0s 3ms/step - loss: 9.0361e-04
Epoch 2488/5000
1/1 [==============================] - 0s 3ms/step - loss: 9.0075e-04
Epoch 2489/5000
1/1 [==============================] - 0s 3ms/step - loss: 8.9790e-04
Epoch 2490/5000
1/1 [==============================] - 0s 3ms/step - loss: 8.9506e-04
Epoch 2491/5000
1/1 [==============================] - 0s 2ms/step - loss: 8.9223e-04
Epoch 2492/5000
1/1 [==============================] - 0s 5ms/step - loss: 8.8941e-04
Epoch 2493/5000
1/1 [==============================] - 0s 3ms/step - loss: 8.8659e-04
Epoch 2494/5000
1/1 [==============================] - 0s 2ms/step - loss: 8.8378e-04
Epoch 2495/5000
1/1 [==============================] - 0s 3ms/step - loss: 8.8098e-04
Epoch 2496/5000
1/1 [==============================] - 0s 5ms/step - loss: 8.7819e-04
Epoch 2497/5000
1/1 [==============================] - 0s 3ms/step - loss: 8.7541e-04
Epoch 2498/5000
1/1 [==============================] - 0s 3ms/step - loss: 8.7263e-04
Epoch 2499/5000
1/1 [==============================] - 0s 3ms/step - loss: 8.6987e-04
Epoch 2500/5000
1/1 [==============================] - 0s 3ms/step - loss: 8.6711e-04
Epoch 2501/5000
1/1 [==============================] - 0s 3ms/step - loss: 8.6436e-04
Epoch 2502/5000
1/1 [==============================] - 0s 4ms/step - loss: 8.6161e-04
Epoch 2503/5000
1/1 [==============================] - 0s 5ms/step - loss: 8.5888e-04
Epoch 2504/5000
1/1 [==============================] - 0s 3ms/step - loss: 8.5615e-04
Epoch 2505/5000
1/1 [==============================] - 0s 3ms/step - loss: 8.5343e-04
Epoch 2506/5000
1/1 [==============================] - 0s 3ms/step - loss: 8.5072e-04
Epoch 2507/5000
1/1 [==============================] - 0s 3ms/step - loss: 8.4802e-04
Epoch 2508/5000
1/1 [==============================] - 0s 3ms/step - loss: 8.4532e-04
Epoch 2509/5000
1/1 [==============================] - 0s 3ms/step - loss: 8.4264e-04
Epoch 2510/5000
1/1 [==============================] - 0s 4ms/step - loss: 8.3996e-04
Epoch 2511/5000
1/1 [==============================] - 0s 3ms/step - loss: 8.3729e-04
Epoch 2512/5000
1/1 [==============================] - 0s 4ms/step - loss: 8.3463e-04
Epoch 2513/5000
1/1 [==============================] - 0s 5ms/step - loss: 8.3197e-04
Epoch 2514/5000
1/1 [==============================] - 0s 3ms/step - loss: 8.2932e-04
Epoch 2515/5000
1/1 [==============================] - 0s 3ms/step - loss: 8.2668e-04
Epoch 2516/5000
1/1 [==============================] - 0s 3ms/step - loss: 8.2405e-04
Epoch 2517/5000
1/1 [==============================] - 0s 3ms/step - loss: 8.2143e-04
Epoch 2518/5000
1/1 [==============================] - 0s 3ms/step - loss: 8.1881e-04
Epoch 2519/5000
1/1 [==============================] - 0s 3ms/step - loss: 8.1620e-04
Epoch 2520/5000
1/1 [==============================] - 0s 4ms/step - loss: 8.1360e-04
Epoch 2521/5000
1/1 [==============================] - 0s 3ms/step - loss: 8.1101e-04
Epoch 2522/5000
1/1 [==============================] - 0s 3ms/step - loss: 8.0842e-04
Epoch 2523/5000
1/1 [==============================] - 0s 6ms/step - loss: 8.0585e-04
Epoch 2524/5000
1/1 [==============================] - 0s 3ms/step - loss: 8.0328e-04
Epoch 2525/5000
1/1 [==============================] - 0s 3ms/step - loss: 8.0071e-04
Epoch 2526/5000
1/1 [==============================] - 0s 6ms/step - loss: 7.9816e-04
Epoch 2527/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.9561e-04
Epoch 2528/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.9307e-04
Epoch 2529/5000
1/1 [==============================] - 0s 6ms/step - loss: 7.9054e-04
Epoch 2530/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.8802e-04
Epoch 2531/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.8550e-04
Epoch 2532/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.8299e-04
Epoch 2533/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.8049e-04
Epoch 2534/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.7799e-04
Epoch 2535/5000
1/1 [==============================] - 0s 2ms/step - loss: 7.7551e-04
Epoch 2536/5000
1/1 [==============================] - 0s 5ms/step - loss: 7.7303e-04
Epoch 2537/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.7056e-04
Epoch 2538/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.6809e-04
Epoch 2539/5000
1/1 [==============================] - 0s 6ms/step - loss: 7.6564e-04
Epoch 2540/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.6319e-04
Epoch 2541/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.6074e-04
Epoch 2542/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.5831e-04
Epoch 2543/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.5588e-04
Epoch 2544/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.5346e-04
Epoch 2545/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.5105e-04
Epoch 2546/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4864e-04
Epoch 2547/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4624e-04
Epoch 2548/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4385e-04
Epoch 2549/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4147e-04
Epoch 2550/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.3909e-04
Epoch 2551/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.3672e-04
Epoch 2552/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.3436e-04
Epoch 2553/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.3200e-04
Epoch 2554/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.2966e-04
Epoch 2555/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.2732e-04
Epoch 2556/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.2498e-04
Epoch 2557/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.2265e-04
Epoch 2558/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.2033e-04
Epoch 2559/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.1802e-04
Epoch 2560/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.1572e-04
Epoch 2561/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.1342e-04
Epoch 2562/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.1113e-04
Epoch 2563/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.0884e-04
Epoch 2564/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.0656e-04
Epoch 2565/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.0429e-04
Epoch 2566/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.0203e-04
Epoch 2567/5000
1/1 [==============================] - 0s 6ms/step - loss: 6.9977e-04
Epoch 2568/5000
1/1 [==============================] - 0s 3ms/step - loss: 6.9752e-04
Epoch 2569/5000
1/1 [==============================] - 0s 2ms/step - loss: 6.9528e-04
Epoch 2570/5000
1/1 [==============================] - 0s 6ms/step - loss: 6.9304e-04
Epoch 2571/5000
1/1 [==============================] - 0s 4ms/step - loss: 6.9081e-04
Epoch 2572/5000
1/1 [==============================] - 0s 3ms/step - loss: 6.8859e-04
Epoch 2573/5000
1/1 [==============================] - 0s 6ms/step - loss: 6.8638e-04
Epoch 2574/5000
1/1 [==============================] - 0s 3ms/step - loss: 6.8417e-04
Epoch 2575/5000
1/1 [==============================] - 0s 3ms/step - loss: 6.8197e-04
Epoch 2576/5000
1/1 [==============================] - 0s 5ms/step - loss: 6.7977e-04
Epoch 2577/5000
1/1 [==============================] - 0s 3ms/step - loss: 6.7758e-04
Epoch 2578/5000
1/1 [==============================] - 0s 3ms/step - loss: 6.7540e-04
Epoch 2579/5000
1/1 [==============================] - 0s 5ms/step - loss: 6.7322e-04
Epoch 2580/5000
1/1 [==============================] - 0s 4ms/step - loss: 6.7106e-04
Epoch 2581/5000
1/1 [==============================] - 0s 2ms/step - loss: 6.6889e-04
Epoch 2582/5000
1/1 [==============================] - 0s 4ms/step - loss: 6.6674e-04
Epoch 2583/5000
1/1 [==============================] - 0s 3ms/step - loss: 6.6459e-04
Epoch 2584/5000
1/1 [==============================] - 0s 2ms/step - loss: 6.6245e-04
Epoch 2585/5000
1/1 [==============================] - 0s 14ms/step - loss: 6.6032e-04
Epoch 2586/5000
1/1 [==============================] - 0s 2ms/step - loss: 6.5819e-04
Epoch 2587/5000
1/1 [==============================] - 0s 6ms/step - loss: 6.5606e-04
Epoch 2588/5000
1/1 [==============================] - 0s 3ms/step - loss: 6.5395e-04
Epoch 2589/5000
1/1 [==============================] - 0s 3ms/step - loss: 6.5184e-04
Epoch 2590/5000
1/1 [==============================] - 0s 3ms/step - loss: 6.4974e-04
Epoch 2591/5000
1/1 [==============================] - 0s 3ms/step - loss: 6.4764e-04
Epoch 2592/5000
1/1 [==============================] - 0s 3ms/step - loss: 6.4555e-04
Epoch 2593/5000
1/1 [==============================] - 0s 4ms/step - loss: 6.4347e-04
Epoch 2594/5000
1/1 [==============================] - 0s 4ms/step - loss: 6.4140e-04
Epoch 2595/5000
1/1 [==============================] - 0s 3ms/step - loss: 6.3933e-04
Epoch 2596/5000
1/1 [==============================] - 0s 5ms/step - loss: 6.3726e-04
Epoch 2597/5000
1/1 [==============================] - 0s 4ms/step - loss: 6.3521e-04
Epoch 2598/5000
1/1 [==============================] - 0s 3ms/step - loss: 6.3316e-04
Epoch 2599/5000
1/1 [==============================] - 0s 4ms/step - loss: 6.3111e-04
Epoch 2600/5000
1/1 [==============================] - 0s 3ms/step - loss: 6.2907e-04
Epoch 2601/5000
1/1 [==============================] - 0s 3ms/step - loss: 6.2704e-04
Epoch 2602/5000
1/1 [==============================] - 0s 3ms/step - loss: 6.2502e-04
Epoch 2603/5000
1/1 [==============================] - 0s 3ms/step - loss: 6.2300e-04
Epoch 2604/5000
1/1 [==============================] - 0s 3ms/step - loss: 6.2099e-04
Epoch 2605/5000
1/1 [==============================] - 0s 2ms/step - loss: 6.1898e-04
Epoch 2606/5000
1/1 [==============================] - 0s 4ms/step - loss: 6.1698e-04
Epoch 2607/5000
1/1 [==============================] - 0s 3ms/step - loss: 6.1499e-04
Epoch 2608/5000
1/1 [==============================] - 0s 3ms/step - loss: 6.1300e-04
Epoch 2609/5000
1/1 [==============================] - 0s 4ms/step - loss: 6.1102e-04
Epoch 2610/5000
1/1 [==============================] - 0s 3ms/step - loss: 6.0904e-04
Epoch 2611/5000
1/1 [==============================] - 0s 3ms/step - loss: 6.0708e-04
Epoch 2612/5000
1/1 [==============================] - 0s 3ms/step - loss: 6.0511e-04
Epoch 2613/5000
1/1 [==============================] - 0s 4ms/step - loss: 6.0316e-04
Epoch 2614/5000
1/1 [==============================] - 0s 3ms/step - loss: 6.0121e-04
Epoch 2615/5000
1/1 [==============================] - 0s 3ms/step - loss: 5.9926e-04
Epoch 2616/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.9733e-04
Epoch 2617/5000
1/1 [==============================] - 0s 3ms/step - loss: 5.9540e-04
Epoch 2618/5000
1/1 [==============================] - 0s 3ms/step - loss: 5.9347e-04
Epoch 2619/5000
1/1 [==============================] - 0s 3ms/step - loss: 5.9155e-04
Epoch 2620/5000
1/1 [==============================] - 0s 3ms/step - loss: 5.8964e-04
Epoch 2621/5000
1/1 [==============================] - 0s 3ms/step - loss: 5.8773e-04
Epoch 2622/5000
1/1 [==============================] - 0s 3ms/step - loss: 5.8583e-04
Epoch 2623/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.8393e-04
Epoch 2624/5000
1/1 [==============================] - 0s 2ms/step - loss: 5.8204e-04
Epoch 2625/5000
1/1 [==============================] - 0s 3ms/step - loss: 5.8016e-04
Epoch 2626/5000
1/1 [==============================] - 0s 2ms/step - loss: 5.7828e-04
Epoch 2627/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.7641e-04
Epoch 2628/5000
1/1 [==============================] - 0s 3ms/step - loss: 5.7455e-04
Epoch 2629/5000
1/1 [==============================] - 0s 2ms/step - loss: 5.7269e-04
Epoch 2630/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.7084e-04
Epoch 2631/5000
1/1 [==============================] - 0s 3ms/step - loss: 5.6899e-04
Epoch 2632/5000
1/1 [==============================] - 0s 3ms/step - loss: 5.6715e-04
Epoch 2633/5000
1/1 [==============================] - 0s 2ms/step - loss: 5.6531e-04
Epoch 2634/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.6348e-04
Epoch 2635/5000
1/1 [==============================] - 0s 3ms/step - loss: 5.6166e-04
Epoch 2636/5000
1/1 [==============================] - 0s 3ms/step - loss: 5.5984e-04
Epoch 2637/5000
1/1 [==============================] - 0s 3ms/step - loss: 5.5803e-04
Epoch 2638/5000
1/1 [==============================] - 0s 3ms/step - loss: 5.5622e-04
Epoch 2639/5000
1/1 [==============================] - 0s 3ms/step - loss: 5.5442e-04
Epoch 2640/5000
1/1 [==============================] - 0s 3ms/step - loss: 5.5262e-04
Epoch 2641/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.5083e-04
Epoch 2642/5000
1/1 [==============================] - 0s 3ms/step - loss: 5.4905e-04
Epoch 2643/5000
1/1 [==============================] - 0s 3ms/step - loss: 5.4727e-04
Epoch 2644/5000
1/1 [==============================] - 0s 3ms/step - loss: 5.4550e-04
Epoch 2645/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.4373e-04
Epoch 2646/5000
1/1 [==============================] - 0s 3ms/step - loss: 5.4197e-04
Epoch 2647/5000
1/1 [==============================] - 0s 3ms/step - loss: 5.4022e-04
Epoch 2648/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.3847e-04
Epoch 2649/5000
1/1 [==============================] - 0s 3ms/step - loss: 5.3673e-04
Epoch 2650/5000
1/1 [==============================] - 0s 3ms/step - loss: 5.3499e-04
Epoch 2651/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.3325e-04
Epoch 2652/5000
1/1 [==============================] - 0s 3ms/step - loss: 5.3153e-04
Epoch 2653/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.2981e-04
Epoch 2654/5000
1/1 [==============================] - 0s 3ms/step - loss: 5.2809e-04
Epoch 2655/5000
1/1 [==============================] - 0s 3ms/step - loss: 5.2638e-04
Epoch 2656/5000
1/1 [==============================] - 0s 3ms/step - loss: 5.2467e-04
Epoch 2657/5000
1/1 [==============================] - 0s 3ms/step - loss: 5.2298e-04
Epoch 2658/5000
1/1 [==============================] - 0s 4ms/step - loss: 5.2128e-04
Epoch 2659/5000
1/1 [==============================] - 0s 3ms/step - loss: 5.1959e-04
Epoch 2660/5000
1/1 [==============================] - 0s 3ms/step - loss: 5.1791e-04
Epoch 2661/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.1623e-04
Epoch 2662/5000
1/1 [==============================] - 0s 3ms/step - loss: 5.1456e-04
Epoch 2663/5000
1/1 [==============================] - 0s 3ms/step - loss: 5.1290e-04
Epoch 2664/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.1123e-04
Epoch 2665/5000
1/1 [==============================] - 0s 3ms/step - loss: 5.0958e-04
Epoch 2666/5000
1/1 [==============================] - 0s 3ms/step - loss: 5.0793e-04
Epoch 2667/5000
1/1 [==============================] - 0s 2ms/step - loss: 5.0628e-04
Epoch 2668/5000
1/1 [==============================] - 0s 5ms/step - loss: 5.0464e-04
Epoch 2669/5000
1/1 [==============================] - 0s 3ms/step - loss: 5.0301e-04
Epoch 2670/5000
1/1 [==============================] - 0s 3ms/step - loss: 5.0138e-04
Epoch 2671/5000
1/1 [==============================] - 0s 2ms/step - loss: 4.9976e-04
Epoch 2672/5000
1/1 [==============================] - 0s 3ms/step - loss: 4.9814e-04
Epoch 2673/5000
1/1 [==============================] - 0s 3ms/step - loss: 4.9653e-04
Epoch 2674/5000
1/1 [==============================] - 0s 2ms/step - loss: 4.9492e-04
Epoch 2675/5000
1/1 [==============================] - 0s 4ms/step - loss: 4.9332e-04
Epoch 2676/5000
1/1 [==============================] - 0s 3ms/step - loss: 4.9172e-04
Epoch 2677/5000
1/1 [==============================] - 0s 3ms/step - loss: 4.9013e-04
Epoch 2678/5000
1/1 [==============================] - 0s 4ms/step - loss: 4.8854e-04
Epoch 2679/5000
1/1 [==============================] - 0s 4ms/step - loss: 4.8696e-04
Epoch 2680/5000
1/1 [==============================] - 0s 3ms/step - loss: 4.8538e-04
Epoch 2681/5000
1/1 [==============================] - 0s 3ms/step - loss: 4.8381e-04
Epoch 2682/5000
1/1 [==============================] - 0s 5ms/step - loss: 4.8225e-04
Epoch 2683/5000
1/1 [==============================] - 0s 4ms/step - loss: 4.8069e-04
Epoch 2684/5000
1/1 [==============================] - 0s 3ms/step - loss: 4.7913e-04
Epoch 2685/5000
1/1 [==============================] - 0s 4ms/step - loss: 4.7758e-04
Epoch 2686/5000
1/1 [==============================] - 0s 3ms/step - loss: 4.7603e-04
Epoch 2687/5000
1/1 [==============================] - 0s 2ms/step - loss: 4.7449e-04
Epoch 2688/5000
1/1 [==============================] - 0s 3ms/step - loss: 4.7296e-04
Epoch 2689/5000
1/1 [==============================] - 0s 3ms/step - loss: 4.7143e-04
Epoch 2690/5000
1/1 [==============================] - 0s 4ms/step - loss: 4.6990e-04
Epoch 2691/5000
1/1 [==============================] - 0s 3ms/step - loss: 4.6838e-04
Epoch 2692/5000
1/1 [==============================] - 0s 4ms/step - loss: 4.6687e-04
Epoch 2693/5000
1/1 [==============================] - 0s 4ms/step - loss: 4.6536e-04
Epoch 2694/5000
1/1 [==============================] - 0s 3ms/step - loss: 4.6385e-04
Epoch 2695/5000
1/1 [==============================] - 0s 4ms/step - loss: 4.6235e-04
Epoch 2696/5000
1/1 [==============================] - 0s 3ms/step - loss: 4.6086e-04
Epoch 2697/5000
1/1 [==============================] - 0s 3ms/step - loss: 4.5937e-04
Epoch 2698/5000
1/1 [==============================] - 0s 5ms/step - loss: 4.5788e-04
Epoch 2699/5000
1/1 [==============================] - 0s 3ms/step - loss: 4.5640e-04
Epoch 2700/5000
1/1 [==============================] - 0s 3ms/step - loss: 4.5493e-04
Epoch 2701/5000
1/1 [==============================] - 0s 3ms/step - loss: 4.5346e-04
Epoch 2702/5000
1/1 [==============================] - 0s 3ms/step - loss: 4.5199e-04
Epoch 2703/5000
1/1 [==============================] - 0s 3ms/step - loss: 4.5053e-04
Epoch 2704/5000
1/1 [==============================] - 0s 3ms/step - loss: 4.4908e-04
Epoch 2705/5000
1/1 [==============================] - 0s 5ms/step - loss: 4.4763e-04
Epoch 2706/5000
1/1 [==============================] - 0s 4ms/step - loss: 4.4618e-04
Epoch 2707/5000
1/1 [==============================] - 0s 3ms/step - loss: 4.4474e-04
Epoch 2708/5000
1/1 [==============================] - 0s 5ms/step - loss: 4.4330e-04
Epoch 2709/5000
1/1 [==============================] - 0s 3ms/step - loss: 4.4187e-04
Epoch 2710/5000
1/1 [==============================] - 0s 3ms/step - loss: 4.4045e-04
Epoch 2711/5000
1/1 [==============================] - 0s 4ms/step - loss: 4.3902e-04
Epoch 2712/5000
1/1 [==============================] - 0s 3ms/step - loss: 4.3761e-04
Epoch 2713/5000
1/1 [==============================] - 0s 3ms/step - loss: 4.3619e-04
Epoch 2714/5000
1/1 [==============================] - 0s 3ms/step - loss: 4.3479e-04
Epoch 2715/5000
1/1 [==============================] - 0s 3ms/step - loss: 4.3338e-04
Epoch 2716/5000
1/1 [==============================] - 0s 3ms/step - loss: 4.3199e-04
Epoch 2717/5000
1/1 [==============================] - 0s 3ms/step - loss: 4.3059e-04
Epoch 2718/5000
1/1 [==============================] - 0s 5ms/step - loss: 4.2920e-04
Epoch 2719/5000
1/1 [==============================] - 0s 3ms/step - loss: 4.2782e-04
Epoch 2720/5000
1/1 [==============================] - 0s 3ms/step - loss: 4.2644e-04
Epoch 2721/5000
1/1 [==============================] - 0s 3ms/step - loss: 4.2507e-04
Epoch 2722/5000
1/1 [==============================] - 0s 3ms/step - loss: 4.2370e-04
Epoch 2723/5000
1/1 [==============================] - 0s 4ms/step - loss: 4.2233e-04
Epoch 2724/5000
1/1 [==============================] - 0s 3ms/step - loss: 4.2097e-04
Epoch 2725/5000
1/1 [==============================] - 0s 5ms/step - loss: 4.1961e-04
Epoch 2726/5000
1/1 [==============================] - 0s 4ms/step - loss: 4.1826e-04
Epoch 2727/5000
1/1 [==============================] - 0s 2ms/step - loss: 4.1691e-04
Epoch 2728/5000
1/1 [==============================] - 0s 4ms/step - loss: 4.1557e-04
Epoch 2729/5000
1/1 [==============================] - 0s 3ms/step - loss: 4.1423e-04
Epoch 2730/5000
1/1 [==============================] - 0s 3ms/step - loss: 4.1290e-04
Epoch 2731/5000
1/1 [==============================] - 0s 3ms/step - loss: 4.1157e-04
Epoch 2732/5000
1/1 [==============================] - 0s 3ms/step - loss: 4.1025e-04
Epoch 2733/5000
1/1 [==============================] - 0s 3ms/step - loss: 4.0893e-04
Epoch 2734/5000
1/1 [==============================] - 0s 3ms/step - loss: 4.0761e-04
Epoch 2735/5000
1/1 [==============================] - 0s 4ms/step - loss: 4.0630e-04
Epoch 2736/5000
1/1 [==============================] - 0s 4ms/step - loss: 4.0499e-04
Epoch 2737/5000
1/1 [==============================] - 0s 3ms/step - loss: 4.0369e-04
Epoch 2738/5000
1/1 [==============================] - 0s 4ms/step - loss: 4.0239e-04
Epoch 2739/5000
1/1 [==============================] - 0s 3ms/step - loss: 4.0110e-04
Epoch 2740/5000
1/1 [==============================] - 0s 3ms/step - loss: 3.9981e-04
Epoch 2741/5000
1/1 [==============================] - 0s 2ms/step - loss: 3.9853e-04
Epoch 2742/5000
1/1 [==============================] - 0s 4ms/step - loss: 3.9725e-04
Epoch 2743/5000
1/1 [==============================] - 0s 4ms/step - loss: 3.9597e-04
Epoch 2744/5000
1/1 [==============================] - 0s 3ms/step - loss: 3.9470e-04
Epoch 2745/5000
1/1 [==============================] - 0s 5ms/step - loss: 3.9343e-04
Epoch 2746/5000
1/1 [==============================] - 0s 3ms/step - loss: 3.9217e-04
Epoch 2747/5000
1/1 [==============================] - 0s 3ms/step - loss: 3.9091e-04
Epoch 2748/5000
1/1 [==============================] - 0s 5ms/step - loss: 3.8966e-04
Epoch 2749/5000
1/1 [==============================] - 0s 3ms/step - loss: 3.8841e-04
Epoch 2750/5000
1/1 [==============================] - 0s 4ms/step - loss: 3.8716e-04
Epoch 2751/5000
1/1 [==============================] - 0s 3ms/step - loss: 3.8592e-04
Epoch 2752/5000
1/1 [==============================] - 0s 4ms/step - loss: 3.8468e-04
Epoch 2753/5000
1/1 [==============================] - 0s 3ms/step - loss: 3.8345e-04
Epoch 2754/5000
1/1 [==============================] - 0s 3ms/step - loss: 3.8222e-04
Epoch 2755/5000
1/1 [==============================] - 0s 4ms/step - loss: 3.8100e-04
Epoch 2756/5000
1/1 [==============================] - 0s 2ms/step - loss: 3.7978e-04
Epoch 2757/5000
1/1 [==============================] - 0s 3ms/step - loss: 3.7856e-04
Epoch 2758/5000
1/1 [==============================] - 0s 3ms/step - loss: 3.7735e-04
Epoch 2759/5000
1/1 [==============================] - 0s 4ms/step - loss: 3.7615e-04
Epoch 2760/5000
1/1 [==============================] - 0s 3ms/step - loss: 3.7494e-04
Epoch 2761/5000
1/1 [==============================] - 0s 3ms/step - loss: 3.7374e-04
Epoch 2762/5000
1/1 [==============================] - 0s 5ms/step - loss: 3.7255e-04
Epoch 2763/5000
1/1 [==============================] - 0s 3ms/step - loss: 3.7136e-04
Epoch 2764/5000
1/1 [==============================] - 0s 2ms/step - loss: 3.7017e-04
Epoch 2765/5000
1/1 [==============================] - 0s 4ms/step - loss: 3.6899e-04
Epoch 2766/5000
1/1 [==============================] - 0s 3ms/step - loss: 3.6781e-04
Epoch 2767/5000
1/1 [==============================] - 0s 4ms/step - loss: 3.6664e-04
Epoch 2768/5000
1/1 [==============================] - 0s 3ms/step - loss: 3.6547e-04
Epoch 2769/5000
1/1 [==============================] - 0s 4ms/step - loss: 3.6430e-04
Epoch 2770/5000
1/1 [==============================] - 0s 3ms/step - loss: 3.6314e-04
Epoch 2771/5000
1/1 [==============================] - 0s 2ms/step - loss: 3.6198e-04
Epoch 2772/5000
1/1 [==============================] - 0s 4ms/step - loss: 3.6083e-04
Epoch 2773/5000
1/1 [==============================] - 0s 3ms/step - loss: 3.5968e-04
Epoch 2774/5000
1/1 [==============================] - 0s 3ms/step - loss: 3.5853e-04
Epoch 2775/5000
1/1 [==============================] - 0s 3ms/step - loss: 3.5739e-04
Epoch 2776/5000
1/1 [==============================] - 0s 3ms/step - loss: 3.5625e-04
Epoch 2777/5000
1/1 [==============================] - 0s 2ms/step - loss: 3.5512e-04
Epoch 2778/5000
1/1 [==============================] - 0s 3ms/step - loss: 3.5399e-04
Epoch 2779/5000
1/1 [==============================] - 0s 5ms/step - loss: 3.5286e-04
Epoch 2780/5000
1/1 [==============================] - 0s 4ms/step - loss: 3.5174e-04
Epoch 2781/5000
1/1 [==============================] - 0s 3ms/step - loss: 3.5062e-04
Epoch 2782/5000
1/1 [==============================] - 0s 3ms/step - loss: 3.4950e-04
Epoch 2783/5000
1/1 [==============================] - 0s 4ms/step - loss: 3.4839e-04
Epoch 2784/5000
1/1 [==============================] - 0s 2ms/step - loss: 3.4729e-04
Epoch 2785/5000
1/1 [==============================] - 0s 2ms/step - loss: 3.4618e-04
Epoch 2786/5000
1/1 [==============================] - 0s 5ms/step - loss: 3.4509e-04
Epoch 2787/5000
1/1 [==============================] - 0s 3ms/step - loss: 3.4399e-04
Epoch 2788/5000
1/1 [==============================] - 0s 4ms/step - loss: 3.4290e-04
Epoch 2789/5000
1/1 [==============================] - 0s 4ms/step - loss: 3.4181e-04
Epoch 2790/5000
1/1 [==============================] - 0s 3ms/step - loss: 3.4073e-04
Epoch 2791/5000
1/1 [==============================] - 0s 3ms/step - loss: 3.3965e-04
Epoch 2792/5000
1/1 [==============================] - 0s 3ms/step - loss: 3.3857e-04
Epoch 2793/5000
1/1 [==============================] - 0s 4ms/step - loss: 3.3750e-04
Epoch 2794/5000
1/1 [==============================] - 0s 3ms/step - loss: 3.3643e-04
Epoch 2795/5000
1/1 [==============================] - 0s 3ms/step - loss: 3.3537e-04
Epoch 2796/5000
1/1 [==============================] - 0s 4ms/step - loss: 3.3431e-04
Epoch 2797/5000
1/1 [==============================] - 0s 4ms/step - loss: 3.3325e-04
Epoch 2798/5000
1/1 [==============================] - 0s 3ms/step - loss: 3.3220e-04
Epoch 2799/5000
1/1 [==============================] - 0s 3ms/step - loss: 3.3115e-04
Epoch 2800/5000
1/1 [==============================] - 0s 4ms/step - loss: 3.3010e-04
Epoch 2801/5000
1/1 [==============================] - 0s 3ms/step - loss: 3.2906e-04
Epoch 2802/5000
1/1 [==============================] - 0s 3ms/step - loss: 3.2802e-04
Epoch 2803/5000
1/1 [==============================] - 0s 4ms/step - loss: 3.2699e-04
Epoch 2804/5000
1/1 [==============================] - 0s 4ms/step - loss: 3.2596e-04
Epoch 2805/5000
1/1 [==============================] - 0s 3ms/step - loss: 3.2493e-04
Epoch 2806/5000
1/1 [==============================] - 0s 5ms/step - loss: 3.2391e-04
Epoch 2807/5000
1/1 [==============================] - 0s 3ms/step - loss: 3.2289e-04
Epoch 2808/5000
1/1 [==============================] - 0s 4ms/step - loss: 3.2187e-04
Epoch 2809/5000
1/1 [==============================] - 0s 6ms/step - loss: 3.2086e-04
Epoch 2810/5000
1/1 [==============================] - 0s 3ms/step - loss: 3.1985e-04
Epoch 2811/5000
1/1 [==============================] - 0s 5ms/step - loss: 3.1884e-04
Epoch 2812/5000
1/1 [==============================] - 0s 6ms/step - loss: 3.1784e-04
Epoch 2813/5000
1/1 [==============================] - 0s 3ms/step - loss: 3.1684e-04
Epoch 2814/5000
1/1 [==============================] - 0s 3ms/step - loss: 3.1585e-04
Epoch 2815/5000
1/1 [==============================] - 0s 5ms/step - loss: 3.1485e-04
Epoch 2816/5000
1/1 [==============================] - 0s 3ms/step - loss: 3.1387e-04
Epoch 2817/5000
1/1 [==============================] - 0s 4ms/step - loss: 3.1288e-04
Epoch 2818/5000
1/1 [==============================] - 0s 5ms/step - loss: 3.1190e-04
Epoch 2819/5000
1/1 [==============================] - 0s 4ms/step - loss: 3.1092e-04
Epoch 2820/5000
1/1 [==============================] - 0s 3ms/step - loss: 3.0995e-04
Epoch 2821/5000
1/1 [==============================] - 0s 5ms/step - loss: 3.0898e-04
Epoch 2822/5000
1/1 [==============================] - 0s 3ms/step - loss: 3.0801e-04
Epoch 2823/5000
1/1 [==============================] - 0s 3ms/step - loss: 3.0705e-04
Epoch 2824/5000
1/1 [==============================] - 0s 6ms/step - loss: 3.0609e-04
Epoch 2825/5000
1/1 [==============================] - 0s 4ms/step - loss: 3.0513e-04
Epoch 2826/5000
1/1 [==============================] - 0s 3ms/step - loss: 3.0418e-04
Epoch 2827/5000
1/1 [==============================] - 0s 5ms/step - loss: 3.0323e-04
Epoch 2828/5000
1/1 [==============================] - 0s 3ms/step - loss: 3.0229e-04
Epoch 2829/5000
1/1 [==============================] - 0s 3ms/step - loss: 3.0134e-04
Epoch 2830/5000
1/1 [==============================] - 0s 6ms/step - loss: 3.0040e-04
Epoch 2831/5000
1/1 [==============================] - 0s 4ms/step - loss: 2.9947e-04
Epoch 2832/5000
1/1 [==============================] - 0s 3ms/step - loss: 2.9854e-04
Epoch 2833/5000
1/1 [==============================] - 0s 6ms/step - loss: 2.9761e-04
Epoch 2834/5000
1/1 [==============================] - 0s 3ms/step - loss: 2.9668e-04
Epoch 2835/5000
1/1 [==============================] - 0s 4ms/step - loss: 2.9576e-04
Epoch 2836/5000
1/1 [==============================] - 0s 7ms/step - loss: 2.9484e-04
Epoch 2837/5000
1/1 [==============================] - 0s 3ms/step - loss: 2.9392e-04
Epoch 2838/5000
1/1 [==============================] - 0s 3ms/step - loss: 2.9301e-04
Epoch 2839/5000
1/1 [==============================] - 0s 6ms/step - loss: 2.9210e-04
Epoch 2840/5000
1/1 [==============================] - 0s 3ms/step - loss: 2.9120e-04
Epoch 2841/5000
1/1 [==============================] - 0s 4ms/step - loss: 2.9029e-04
Epoch 2842/5000
1/1 [==============================] - 0s 4ms/step - loss: 2.8940e-04
Epoch 2843/5000
1/1 [==============================] - 0s 4ms/step - loss: 2.8850e-04
Epoch 2844/5000
1/1 [==============================] - 0s 6ms/step - loss: 2.8761e-04
Epoch 2845/5000
1/1 [==============================] - 0s 4ms/step - loss: 2.8672e-04
Epoch 2846/5000
1/1 [==============================] - 0s 4ms/step - loss: 2.8583e-04
Epoch 2847/5000
1/1 [==============================] - 0s 6ms/step - loss: 2.8495e-04
Epoch 2848/5000
1/1 [==============================] - 0s 3ms/step - loss: 2.8407e-04
Epoch 2849/5000
1/1 [==============================] - 0s 3ms/step - loss: 2.8319e-04
Epoch 2850/5000
1/1 [==============================] - 0s 6ms/step - loss: 2.8232e-04
Epoch 2851/5000
1/1 [==============================] - 0s 3ms/step - loss: 2.8145e-04
Epoch 2852/5000
1/1 [==============================] - 0s 3ms/step - loss: 2.8058e-04
Epoch 2853/5000
1/1 [==============================] - 0s 5ms/step - loss: 2.7972e-04
Epoch 2854/5000
1/1 [==============================] - 0s 3ms/step - loss: 2.7886e-04
Epoch 2855/5000
1/1 [==============================] - 0s 3ms/step - loss: 2.7800e-04
Epoch 2856/5000
1/1 [==============================] - 0s 5ms/step - loss: 2.7715e-04
Epoch 2857/5000
1/1 [==============================] - 0s 3ms/step - loss: 2.7629e-04
Epoch 2858/5000
1/1 [==============================] - 0s 4ms/step - loss: 2.7545e-04
Epoch 2859/5000
1/1 [==============================] - 0s 6ms/step - loss: 2.7460e-04
Epoch 2860/5000
1/1 [==============================] - 0s 3ms/step - loss: 2.7376e-04
Epoch 2861/5000
1/1 [==============================] - 0s 3ms/step - loss: 2.7292e-04
Epoch 2862/5000
1/1 [==============================] - 0s 4ms/step - loss: 2.7209e-04
Epoch 2863/5000
1/1 [==============================] - 0s 3ms/step - loss: 2.7125e-04
Epoch 2864/5000
1/1 [==============================] - 0s 3ms/step - loss: 2.7042e-04
Epoch 2865/5000
1/1 [==============================] - 0s 4ms/step - loss: 2.6960e-04
Epoch 2866/5000
1/1 [==============================] - 0s 3ms/step - loss: 2.6877e-04
Epoch 2867/5000
1/1 [==============================] - 0s 4ms/step - loss: 2.6795e-04
Epoch 2868/5000
1/1 [==============================] - 0s 6ms/step - loss: 2.6714e-04
Epoch 2869/5000
1/1 [==============================] - 0s 4ms/step - loss: 2.6632e-04
Epoch 2870/5000
1/1 [==============================] - 0s 3ms/step - loss: 2.6551e-04
Epoch 2871/5000
1/1 [==============================] - 0s 4ms/step - loss: 2.6470e-04
Epoch 2872/5000
1/1 [==============================] - 0s 3ms/step - loss: 2.6390e-04
Epoch 2873/5000
1/1 [==============================] - 0s 3ms/step - loss: 2.6309e-04
Epoch 2874/5000
1/1 [==============================] - 0s 4ms/step - loss: 2.6229e-04
Epoch 2875/5000
1/1 [==============================] - 0s 4ms/step - loss: 2.6150e-04
Epoch 2876/5000
1/1 [==============================] - 0s 4ms/step - loss: 2.6071e-04
Epoch 2877/5000
1/1 [==============================] - 0s 4ms/step - loss: 2.5991e-04
Epoch 2878/5000
1/1 [==============================] - 0s 3ms/step - loss: 2.5913e-04
Epoch 2879/5000
1/1 [==============================] - 0s 5ms/step - loss: 2.5834e-04
Epoch 2880/5000
1/1 [==============================] - 0s 3ms/step - loss: 2.5756e-04
Epoch 2881/5000
1/1 [==============================] - 0s 3ms/step - loss: 2.5678e-04
Epoch 2882/5000
1/1 [==============================] - 0s 3ms/step - loss: 2.5601e-04
Epoch 2883/5000
1/1 [==============================] - 0s 3ms/step - loss: 2.5523e-04
Epoch 2884/5000
1/1 [==============================] - 0s 2ms/step - loss: 2.5446e-04
Epoch 2885/5000
1/1 [==============================] - 0s 3ms/step - loss: 2.5370e-04
Epoch 2886/5000
1/1 [==============================] - 0s 3ms/step - loss: 2.5293e-04
Epoch 2887/5000
1/1 [==============================] - 0s 4ms/step - loss: 2.5217e-04
Epoch 2888/5000
1/1 [==============================] - 0s 3ms/step - loss: 2.5141e-04
Epoch 2889/5000
1/1 [==============================] - 0s 4ms/step - loss: 2.5066e-04
Epoch 2890/5000
1/1 [==============================] - 0s 3ms/step - loss: 2.4990e-04
Epoch 2891/5000
1/1 [==============================] - 0s 3ms/step - loss: 2.4915e-04
Epoch 2892/5000
1/1 [==============================] - 0s 5ms/step - loss: 2.4841e-04
Epoch 2893/5000
1/1 [==============================] - 0s 4ms/step - loss: 2.4766e-04
Epoch 2894/5000
1/1 [==============================] - 0s 3ms/step - loss: 2.4692e-04
Epoch 2895/5000
1/1 [==============================] - 0s 5ms/step - loss: 2.4618e-04
Epoch 2896/5000
1/1 [==============================] - 0s 3ms/step - loss: 2.4544e-04
Epoch 2897/5000
1/1 [==============================] - 0s 3ms/step - loss: 2.4471e-04
Epoch 2898/5000
1/1 [==============================] - 0s 3ms/step - loss: 2.4398e-04
Epoch 2899/5000
1/1 [==============================] - 0s 3ms/step - loss: 2.4325e-04
Epoch 2900/5000
1/1 [==============================] - 0s 3ms/step - loss: 2.4253e-04
Epoch 2901/5000
1/1 [==============================] - 0s 3ms/step - loss: 2.4180e-04
Epoch 2902/5000
1/1 [==============================] - 0s 4ms/step - loss: 2.4108e-04
Epoch 2903/5000
1/1 [==============================] - 0s 2ms/step - loss: 2.4037e-04
Epoch 2904/5000
1/1 [==============================] - 0s 3ms/step - loss: 2.3965e-04
Epoch 2905/5000
1/1 [==============================] - 0s 3ms/step - loss: 2.3894e-04
Epoch 2906/5000
1/1 [==============================] - 0s 3ms/step - loss: 2.3823e-04
Epoch 2907/5000
1/1 [==============================] - 0s 3ms/step - loss: 2.3753e-04
Epoch 2908/5000
1/1 [==============================] - 0s 3ms/step - loss: 2.3682e-04
Epoch 2909/5000
1/1 [==============================] - 0s 5ms/step - loss: 2.3612e-04
Epoch 2910/5000
1/1 [==============================] - 0s 4ms/step - loss: 2.3542e-04
Epoch 2911/5000
1/1 [==============================] - 0s 3ms/step - loss: 2.3473e-04
Epoch 2912/5000
1/1 [==============================] - 0s 3ms/step - loss: 2.3404e-04
Epoch 2913/5000
1/1 [==============================] - 0s 3ms/step - loss: 2.3335e-04
Epoch 2914/5000
1/1 [==============================] - 0s 4ms/step - loss: 2.3266e-04
Epoch 2915/5000
1/1 [==============================] - 0s 3ms/step - loss: 2.3197e-04
Epoch 2916/5000
1/1 [==============================] - 0s 5ms/step - loss: 2.3129e-04
Epoch 2917/5000
1/1 [==============================] - 0s 4ms/step - loss: 2.3061e-04
Epoch 2918/5000
1/1 [==============================] - 0s 3ms/step - loss: 2.2993e-04
Epoch 2919/5000
1/1 [==============================] - 0s 5ms/step - loss: 2.2926e-04
Epoch 2920/5000
1/1 [==============================] - 0s 3ms/step - loss: 2.2859e-04
Epoch 2921/5000
1/1 [==============================] - 0s 3ms/step - loss: 2.2792e-04
Epoch 2922/5000
1/1 [==============================] - 0s 3ms/step - loss: 2.2725e-04
Epoch 2923/5000
1/1 [==============================] - 0s 3ms/step - loss: 2.2659e-04
Epoch 2924/5000
1/1 [==============================] - 0s 3ms/step - loss: 2.2592e-04
Epoch 2925/5000
1/1 [==============================] - 0s 5ms/step - loss: 2.2526e-04
Epoch 2926/5000
1/1 [==============================] - 0s 3ms/step - loss: 2.2461e-04
Epoch 2927/5000
1/1 [==============================] - 0s 3ms/step - loss: 2.2395e-04
Epoch 2928/5000
1/1 [==============================] - 0s 4ms/step - loss: 2.2330e-04
Epoch 2929/5000
1/1 [==============================] - 0s 3ms/step - loss: 2.2265e-04
Epoch 2930/5000
1/1 [==============================] - 0s 3ms/step - loss: 2.2200e-04
Epoch 2931/5000
1/1 [==============================] - 0s 3ms/step - loss: 2.2136e-04
Epoch 2932/5000
1/1 [==============================] - 0s 3ms/step - loss: 2.2072e-04
Epoch 2933/5000
1/1 [==============================] - 0s 3ms/step - loss: 2.2008e-04
Epoch 2934/5000
1/1 [==============================] - 0s 3ms/step - loss: 2.1944e-04
Epoch 2935/5000
1/1 [==============================] - 0s 5ms/step - loss: 2.1881e-04
Epoch 2936/5000
1/1 [==============================] - 0s 3ms/step - loss: 2.1818e-04
Epoch 2937/5000
1/1 [==============================] - 0s 3ms/step - loss: 2.1755e-04
Epoch 2938/5000
1/1 [==============================] - 0s 4ms/step - loss: 2.1692e-04
Epoch 2939/5000
1/1 [==============================] - 0s 3ms/step - loss: 2.1629e-04
Epoch 2940/5000
1/1 [==============================] - 0s 3ms/step - loss: 2.1567e-04
Epoch 2941/5000
1/1 [==============================] - 0s 3ms/step - loss: 2.1505e-04
Epoch 2942/5000
1/1 [==============================] - 0s 3ms/step - loss: 2.1443e-04
Epoch 2943/5000
1/1 [==============================] - 0s 3ms/step - loss: 2.1382e-04
Epoch 2944/5000
1/1 [==============================] - 0s 3ms/step - loss: 2.1321e-04
Epoch 2945/5000
1/1 [==============================] - 0s 5ms/step - loss: 2.1260e-04
Epoch 2946/5000
1/1 [==============================] - 0s 3ms/step - loss: 2.1199e-04
Epoch 2947/5000
1/1 [==============================] - 0s 4ms/step - loss: 2.1138e-04
Epoch 2948/5000
1/1 [==============================] - 0s 4ms/step - loss: 2.1078e-04
Epoch 2949/5000
1/1 [==============================] - 0s 4ms/step - loss: 2.1018e-04
Epoch 2950/5000
1/1 [==============================] - 0s 3ms/step - loss: 2.0958e-04
Epoch 2951/5000
1/1 [==============================] - 0s 5ms/step - loss: 2.0898e-04
Epoch 2952/5000
1/1 [==============================] - 0s 2ms/step - loss: 2.0839e-04
Epoch 2953/5000
1/1 [==============================] - 0s 3ms/step - loss: 2.0780e-04
Epoch 2954/5000
1/1 [==============================] - 0s 4ms/step - loss: 2.0721e-04
Epoch 2955/5000
1/1 [==============================] - 0s 3ms/step - loss: 2.0662e-04
Epoch 2956/5000
1/1 [==============================] - 0s 3ms/step - loss: 2.0604e-04
Epoch 2957/5000
1/1 [==============================] - 0s 4ms/step - loss: 2.0545e-04
Epoch 2958/5000
1/1 [==============================] - 0s 5ms/step - loss: 2.0487e-04
Epoch 2959/5000
1/1 [==============================] - 0s 3ms/step - loss: 2.0430e-04
Epoch 2960/5000
1/1 [==============================] - 0s 3ms/step - loss: 2.0372e-04
Epoch 2961/5000
1/1 [==============================] - 0s 5ms/step - loss: 2.0315e-04
Epoch 2962/5000
1/1 [==============================] - 0s 4ms/step - loss: 2.0258e-04
Epoch 2963/5000
1/1 [==============================] - 0s 4ms/step - loss: 2.0201e-04
Epoch 2964/5000
1/1 [==============================] - 0s 3ms/step - loss: 2.0144e-04
Epoch 2965/5000
1/1 [==============================] - 0s 3ms/step - loss: 2.0087e-04
Epoch 2966/5000
1/1 [==============================] - 0s 3ms/step - loss: 2.0031e-04
Epoch 2967/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.9975e-04
Epoch 2968/5000
1/1 [==============================] - 0s 5ms/step - loss: 1.9919e-04
Epoch 2969/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.9864e-04
Epoch 2970/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.9809e-04
Epoch 2971/5000
1/1 [==============================] - 0s 5ms/step - loss: 1.9753e-04
Epoch 2972/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.9698e-04
Epoch 2973/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.9644e-04
Epoch 2974/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.9589e-04
Epoch 2975/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.9535e-04
Epoch 2976/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.9481e-04
Epoch 2977/5000
1/1 [==============================] - 0s 2ms/step - loss: 1.9427e-04
Epoch 2978/5000
1/1 [==============================] - 0s 5ms/step - loss: 1.9373e-04
Epoch 2979/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.9320e-04
Epoch 2980/5000
1/1 [==============================] - 0s 2ms/step - loss: 1.9267e-04
Epoch 2981/5000
1/1 [==============================] - 0s 4ms/step - loss: 1.9214e-04
Epoch 2982/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.9161e-04
Epoch 2983/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.9108e-04
Epoch 2984/5000
1/1 [==============================] - 0s 2ms/step - loss: 1.9056e-04
Epoch 2985/5000
1/1 [==============================] - 0s 4ms/step - loss: 1.9004e-04
Epoch 2986/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.8952e-04
Epoch 2987/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.8900e-04
Epoch 2988/5000
1/1 [==============================] - 0s 5ms/step - loss: 1.8849e-04
Epoch 2989/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.8797e-04
Epoch 2990/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.8746e-04
Epoch 2991/5000
1/1 [==============================] - 0s 2ms/step - loss: 1.8695e-04
Epoch 2992/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.8645e-04
Epoch 2993/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.8594e-04
Epoch 2994/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.8544e-04
Epoch 2995/5000
1/1 [==============================] - 0s 4ms/step - loss: 1.8494e-04
Epoch 2996/5000
1/1 [==============================] - 0s 4ms/step - loss: 1.8444e-04
Epoch 2997/5000
1/1 [==============================] - 0s 14ms/step - loss: 1.8394e-04
Epoch 2998/5000
1/1 [==============================] - 0s 4ms/step - loss: 1.8344e-04
Epoch 2999/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.8295e-04
Epoch 3000/5000
1/1 [==============================] - 0s 5ms/step - loss: 1.8246e-04
Epoch 3001/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.8197e-04
Epoch 3002/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.8148e-04
Epoch 3003/5000
1/1 [==============================] - 0s 4ms/step - loss: 1.8100e-04
Epoch 3004/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.8051e-04
Epoch 3005/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.8003e-04
Epoch 3006/5000
1/1 [==============================] - 0s 5ms/step - loss: 1.7955e-04
Epoch 3007/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.7908e-04
Epoch 3008/5000
1/1 [==============================] - 0s 4ms/step - loss: 1.7860e-04
Epoch 3009/5000
1/1 [==============================] - 0s 5ms/step - loss: 1.7813e-04
Epoch 3010/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.7765e-04
Epoch 3011/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.7718e-04
Epoch 3012/5000
1/1 [==============================] - 0s 4ms/step - loss: 1.7672e-04
Epoch 3013/5000
1/1 [==============================] - 0s 2ms/step - loss: 1.7625e-04
Epoch 3014/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.7579e-04
Epoch 3015/5000
1/1 [==============================] - 0s 2ms/step - loss: 1.7532e-04
Epoch 3016/5000
1/1 [==============================] - 0s 4ms/step - loss: 1.7486e-04
Epoch 3017/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.7440e-04
Epoch 3018/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.7395e-04
Epoch 3019/5000
1/1 [==============================] - 0s 4ms/step - loss: 1.7349e-04
Epoch 3020/5000
1/1 [==============================] - 0s 4ms/step - loss: 1.7304e-04
Epoch 3021/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.7259e-04
Epoch 3022/5000
1/1 [==============================] - 0s 4ms/step - loss: 1.7214e-04
Epoch 3023/5000
1/1 [==============================] - 0s 4ms/step - loss: 1.7169e-04
Epoch 3024/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.7124e-04
Epoch 3025/5000
1/1 [==============================] - 0s 2ms/step - loss: 1.7080e-04
Epoch 3026/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.7036e-04
Epoch 3027/5000
1/1 [==============================] - 0s 4ms/step - loss: 1.6992e-04
Epoch 3028/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.6948e-04
Epoch 3029/5000
1/1 [==============================] - 0s 4ms/step - loss: 1.6904e-04
Epoch 3030/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.6861e-04
Epoch 3031/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.6817e-04
Epoch 3032/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.6774e-04
Epoch 3033/5000
1/1 [==============================] - 0s 5ms/step - loss: 1.6731e-04
Epoch 3034/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.6688e-04
Epoch 3035/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.6646e-04
Epoch 3036/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.6603e-04
Epoch 3037/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.6561e-04
Epoch 3038/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.6519e-04
Epoch 3039/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.6477e-04
Epoch 3040/5000
1/1 [==============================] - 0s 4ms/step - loss: 1.6435e-04
Epoch 3041/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.6394e-04
Epoch 3042/5000
1/1 [==============================] - 0s 4ms/step - loss: 1.6352e-04
Epoch 3043/5000
1/1 [==============================] - 0s 4ms/step - loss: 1.6311e-04
Epoch 3044/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.6270e-04
Epoch 3045/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.6229e-04
Epoch 3046/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.6188e-04
Epoch 3047/5000
1/1 [==============================] - 0s 4ms/step - loss: 1.6148e-04
Epoch 3048/5000
1/1 [==============================] - 0s 2ms/step - loss: 1.6107e-04
Epoch 3049/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.6067e-04
Epoch 3050/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.6027e-04
Epoch 3051/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.5987e-04
Epoch 3052/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.5947e-04
Epoch 3053/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.5908e-04
Epoch 3054/5000
1/1 [==============================] - 0s 5ms/step - loss: 1.5868e-04
Epoch 3055/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.5829e-04
Epoch 3056/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.5790e-04
Epoch 3057/5000
1/1 [==============================] - 0s 5ms/step - loss: 1.5751e-04
Epoch 3058/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.5712e-04
Epoch 3059/5000
1/1 [==============================] - 0s 4ms/step - loss: 1.5674e-04
Epoch 3060/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.5635e-04
Epoch 3061/5000
1/1 [==============================] - 0s 4ms/step - loss: 1.5597e-04
Epoch 3062/5000
1/1 [==============================] - 0s 4ms/step - loss: 1.5559e-04
Epoch 3063/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.5521e-04
Epoch 3064/5000
1/1 [==============================] - 0s 5ms/step - loss: 1.5483e-04
Epoch 3065/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.5446e-04
Epoch 3066/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.5408e-04
Epoch 3067/5000
1/1 [==============================] - 0s 2ms/step - loss: 1.5371e-04
Epoch 3068/5000
1/1 [==============================] - 0s 4ms/step - loss: 1.5334e-04
Epoch 3069/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.5297e-04
Epoch 3070/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.5260e-04
Epoch 3071/5000
1/1 [==============================] - 0s 5ms/step - loss: 1.5223e-04
Epoch 3072/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.5186e-04
Epoch 3073/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.5150e-04
Epoch 3074/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.5114e-04
Epoch 3075/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.5078e-04
Epoch 3076/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.5042e-04
Epoch 3077/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.5006e-04
Epoch 3078/5000
1/1 [==============================] - 0s 4ms/step - loss: 1.4970e-04
Epoch 3079/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.4935e-04
Epoch 3080/5000
1/1 [==============================] - 0s 2ms/step - loss: 1.4899e-04
Epoch 3081/5000
1/1 [==============================] - 0s 2ms/step - loss: 1.4864e-04
Epoch 3082/5000
1/1 [==============================] - 0s 4ms/step - loss: 1.4829e-04
Epoch 3083/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.4794e-04
Epoch 3084/5000
1/1 [==============================] - 0s 4ms/step - loss: 1.4759e-04
Epoch 3085/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.4725e-04
Epoch 3086/5000
1/1 [==============================] - 0s 2ms/step - loss: 1.4690e-04
Epoch 3087/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.4656e-04
Epoch 3088/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.4622e-04
Epoch 3089/5000
1/1 [==============================] - 0s 5ms/step - loss: 1.4588e-04
Epoch 3090/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.4554e-04
Epoch 3091/5000
1/1 [==============================] - 0s 2ms/step - loss: 1.4520e-04
Epoch 3092/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.4487e-04
Epoch 3093/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.4453e-04
Epoch 3094/5000
1/1 [==============================] - 0s 4ms/step - loss: 1.4420e-04
Epoch 3095/5000
1/1 [==============================] - 0s 2ms/step - loss: 1.4387e-04
Epoch 3096/5000
1/1 [==============================] - 0s 4ms/step - loss: 1.4354e-04
Epoch 3097/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.4321e-04
Epoch 3098/5000
1/1 [==============================] - 0s 2ms/step - loss: 1.4288e-04
Epoch 3099/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.4255e-04
Epoch 3100/5000
1/1 [==============================] - 0s 2ms/step - loss: 1.4223e-04
Epoch 3101/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.4191e-04
Epoch 3102/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.4158e-04
Epoch 3103/5000
1/1 [==============================] - 0s 5ms/step - loss: 1.4126e-04
Epoch 3104/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.4094e-04
Epoch 3105/5000
1/1 [==============================] - 0s 2ms/step - loss: 1.4063e-04
Epoch 3106/5000
1/1 [==============================] - 0s 2ms/step - loss: 1.4031e-04
Epoch 3107/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.3999e-04
Epoch 3108/5000
1/1 [==============================] - 0s 2ms/step - loss: 1.3968e-04
Epoch 3109/5000
1/1 [==============================] - 0s 2ms/step - loss: 1.3937e-04
Epoch 3110/5000
1/1 [==============================] - 0s 4ms/step - loss: 1.3906e-04
Epoch 3111/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.3875e-04
Epoch 3112/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.3844e-04
Epoch 3113/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.3813e-04
Epoch 3114/5000
1/1 [==============================] - 0s 4ms/step - loss: 1.3782e-04
Epoch 3115/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.3752e-04
Epoch 3116/5000
1/1 [==============================] - 0s 2ms/step - loss: 1.3722e-04
Epoch 3117/5000
1/1 [==============================] - 0s 4ms/step - loss: 1.3692e-04
Epoch 3118/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.3661e-04
Epoch 3119/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.3632e-04
Epoch 3120/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.3602e-04
Epoch 3121/5000
1/1 [==============================] - 0s 4ms/step - loss: 1.3572e-04
Epoch 3122/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.3542e-04
Epoch 3123/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.3513e-04
Epoch 3124/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.3484e-04
Epoch 3125/5000
1/1 [==============================] - 0s 5ms/step - loss: 1.3455e-04
Epoch 3126/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.3426e-04
Epoch 3127/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.3397e-04
Epoch 3128/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.3368e-04
Epoch 3129/5000
1/1 [==============================] - 0s 4ms/step - loss: 1.3339e-04
Epoch 3130/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.3311e-04
Epoch 3131/5000
1/1 [==============================] - 0s 4ms/step - loss: 1.3282e-04
Epoch 3132/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.3254e-04
Epoch 3133/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.3226e-04
Epoch 3134/5000
1/1 [==============================] - 0s 5ms/step - loss: 1.3198e-04
Epoch 3135/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.3170e-04
Epoch 3136/5000
1/1 [==============================] - 0s 4ms/step - loss: 1.3142e-04
Epoch 3137/5000
1/1 [==============================] - 0s 5ms/step - loss: 1.3114e-04
Epoch 3138/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.3087e-04
Epoch 3139/5000
1/1 [==============================] - 0s 5ms/step - loss: 1.3059e-04
Epoch 3140/5000
1/1 [==============================] - 0s 5ms/step - loss: 1.3032e-04
Epoch 3141/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.3005e-04
Epoch 3142/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.2978e-04
Epoch 3143/5000
1/1 [==============================] - 0s 4ms/step - loss: 1.2951e-04
Epoch 3144/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.2924e-04
Epoch 3145/5000
1/1 [==============================] - 0s 4ms/step - loss: 1.2897e-04
Epoch 3146/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.2870e-04
Epoch 3147/5000
1/1 [==============================] - 0s 4ms/step - loss: 1.2844e-04
Epoch 3148/5000
1/1 [==============================] - 0s 4ms/step - loss: 1.2818e-04
Epoch 3149/5000
1/1 [==============================] - 0s 5ms/step - loss: 1.2791e-04
Epoch 3150/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.2765e-04
Epoch 3151/5000
1/1 [==============================] - 0s 4ms/step - loss: 1.2739e-04
Epoch 3152/5000
1/1 [==============================] - 0s 8ms/step - loss: 1.2713e-04
Epoch 3153/5000
1/1 [==============================] - 0s 4ms/step - loss: 1.2687e-04
Epoch 3154/5000
1/1 [==============================] - 0s 6ms/step - loss: 1.2662e-04
Epoch 3155/5000
1/1 [==============================] - 0s 4ms/step - loss: 1.2636e-04
Epoch 3156/5000
1/1 [==============================] - 0s 4ms/step - loss: 1.2611e-04
Epoch 3157/5000
1/1 [==============================] - 0s 8ms/step - loss: 1.2585e-04
Epoch 3158/5000
1/1 [==============================] - 0s 4ms/step - loss: 1.2560e-04
Epoch 3159/5000
1/1 [==============================] - 0s 6ms/step - loss: 1.2535e-04
Epoch 3160/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.2510e-04
Epoch 3161/5000
1/1 [==============================] - 0s 4ms/step - loss: 1.2485e-04
Epoch 3162/5000
1/1 [==============================] - 0s 4ms/step - loss: 1.2460e-04
Epoch 3163/5000
1/1 [==============================] - 0s 4ms/step - loss: 1.2435e-04
Epoch 3164/5000
1/1 [==============================] - 0s 6ms/step - loss: 1.2411e-04
Epoch 3165/5000
1/1 [==============================] - 0s 4ms/step - loss: 1.2386e-04
Epoch 3166/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.2362e-04
Epoch 3167/5000
1/1 [==============================] - 0s 4ms/step - loss: 1.2338e-04
Epoch 3168/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.2314e-04
Epoch 3169/5000
1/1 [==============================] - 0s 7ms/step - loss: 1.2289e-04
Epoch 3170/5000
1/1 [==============================] - 0s 4ms/step - loss: 1.2266e-04
Epoch 3171/5000
1/1 [==============================] - 0s 6ms/step - loss: 1.2242e-04
Epoch 3172/5000
1/1 [==============================] - 0s 4ms/step - loss: 1.2218e-04
Epoch 3173/5000
1/1 [==============================] - 0s 4ms/step - loss: 1.2194e-04
Epoch 3174/5000
1/1 [==============================] - 0s 5ms/step - loss: 1.2171e-04
Epoch 3175/5000
1/1 [==============================] - 0s 4ms/step - loss: 1.2147e-04
Epoch 3176/5000
1/1 [==============================] - 0s 7ms/step - loss: 1.2124e-04
Epoch 3177/5000
1/1 [==============================] - 0s 4ms/step - loss: 1.2101e-04
Epoch 3178/5000
1/1 [==============================] - 0s 6ms/step - loss: 1.2078e-04
Epoch 3179/5000
1/1 [==============================] - 0s 4ms/step - loss: 1.2055e-04
Epoch 3180/5000
1/1 [==============================] - 0s 4ms/step - loss: 1.2032e-04
Epoch 3181/5000
1/1 [==============================] - 0s 6ms/step - loss: 1.2009e-04
Epoch 3182/5000
1/1 [==============================] - 0s 4ms/step - loss: 1.1986e-04
Epoch 3183/5000
1/1 [==============================] - 0s 6ms/step - loss: 1.1964e-04
Epoch 3184/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.1941e-04
Epoch 3185/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.1919e-04
Epoch 3186/5000
1/1 [==============================] - 0s 6ms/step - loss: 1.1897e-04
Epoch 3187/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.1874e-04
Epoch 3188/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.1852e-04
Epoch 3189/5000
1/1 [==============================] - 0s 6ms/step - loss: 1.1830e-04
Epoch 3190/5000
1/1 [==============================] - 0s 4ms/step - loss: 1.1809e-04
Epoch 3191/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.1787e-04
Epoch 3192/5000
1/1 [==============================] - 0s 6ms/step - loss: 1.1765e-04
Epoch 3193/5000
1/1 [==============================] - 0s 4ms/step - loss: 1.1743e-04
Epoch 3194/5000
1/1 [==============================] - 0s 4ms/step - loss: 1.1722e-04
Epoch 3195/5000
1/1 [==============================] - 0s 6ms/step - loss: 1.1701e-04
Epoch 3196/5000
1/1 [==============================] - 0s 4ms/step - loss: 1.1679e-04
Epoch 3197/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.1658e-04
Epoch 3198/5000
1/1 [==============================] - 0s 5ms/step - loss: 1.1637e-04
Epoch 3199/5000
1/1 [==============================] - 0s 5ms/step - loss: 1.1616e-04
Epoch 3200/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.1595e-04
Epoch 3201/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.1574e-04
Epoch 3202/5000
1/1 [==============================] - 0s 4ms/step - loss: 1.1553e-04
Epoch 3203/5000
1/1 [==============================] - 0s 6ms/step - loss: 1.1533e-04
Epoch 3204/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.1512e-04
Epoch 3205/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.1492e-04
Epoch 3206/5000
1/1 [==============================] - 0s 6ms/step - loss: 1.1471e-04
Epoch 3207/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.1451e-04
Epoch 3208/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.1431e-04
Epoch 3209/5000
1/1 [==============================] - 0s 5ms/step - loss: 1.1411e-04
Epoch 3210/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.1391e-04
Epoch 3211/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.1371e-04
Epoch 3212/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.1351e-04
Epoch 3213/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.1331e-04
Epoch 3214/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.1312e-04
Epoch 3215/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.1292e-04
Epoch 3216/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.1273e-04
Epoch 3217/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.1253e-04
Epoch 3218/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.1234e-04
Epoch 3219/5000
1/1 [==============================] - 0s 6ms/step - loss: 1.1215e-04
Epoch 3220/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.1196e-04
Epoch 3221/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.1177e-04
Epoch 3222/5000
1/1 [==============================] - 0s 5ms/step - loss: 1.1158e-04
Epoch 3223/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.1139e-04
Epoch 3224/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.1120e-04
Epoch 3225/5000
1/1 [==============================] - 0s 6ms/step - loss: 1.1102e-04
Epoch 3226/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.1083e-04
Epoch 3227/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.1065e-04
Epoch 3228/5000
1/1 [==============================] - 0s 6ms/step - loss: 1.1046e-04
Epoch 3229/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.1028e-04
Epoch 3230/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.1010e-04
Epoch 3231/5000
1/1 [==============================] - 0s 5ms/step - loss: 1.0991e-04
Epoch 3232/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.0973e-04
Epoch 3233/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.0955e-04
Epoch 3234/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.0937e-04
Epoch 3235/5000
1/1 [==============================] - 0s 4ms/step - loss: 1.0920e-04
Epoch 3236/5000
1/1 [==============================] - 0s 2ms/step - loss: 1.0902e-04
Epoch 3237/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.0884e-04
Epoch 3238/5000
1/1 [==============================] - 0s 4ms/step - loss: 1.0867e-04
Epoch 3239/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.0849e-04
Epoch 3240/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.0832e-04
Epoch 3241/5000
1/1 [==============================] - 0s 4ms/step - loss: 1.0814e-04
Epoch 3242/5000
1/1 [==============================] - 0s 4ms/step - loss: 1.0797e-04
Epoch 3243/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.0780e-04
Epoch 3244/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.0763e-04
Epoch 3245/5000
1/1 [==============================] - 0s 5ms/step - loss: 1.0746e-04
Epoch 3246/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.0729e-04
Epoch 3247/5000
1/1 [==============================] - 0s 4ms/step - loss: 1.0712e-04
Epoch 3248/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.0695e-04
Epoch 3249/5000
1/1 [==============================] - 0s 5ms/step - loss: 1.0678e-04
Epoch 3250/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.0662e-04
Epoch 3251/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.0645e-04
Epoch 3252/5000
1/1 [==============================] - 0s 5ms/step - loss: 1.0629e-04
Epoch 3253/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.0612e-04
Epoch 3254/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.0596e-04
Epoch 3255/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.0580e-04
Epoch 3256/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.0564e-04
Epoch 3257/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.0548e-04
Epoch 3258/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.0532e-04
Epoch 3259/5000
1/1 [==============================] - 0s 4ms/step - loss: 1.0516e-04
Epoch 3260/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.0500e-04
Epoch 3261/5000
1/1 [==============================] - 0s 4ms/step - loss: 1.0484e-04
Epoch 3262/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.0468e-04
Epoch 3263/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.0453e-04
Epoch 3264/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.0437e-04
Epoch 3265/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.0422e-04
Epoch 3266/5000
1/1 [==============================] - 0s 4ms/step - loss: 1.0406e-04
Epoch 3267/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.0391e-04
Epoch 3268/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.0376e-04
Epoch 3269/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.0360e-04
Epoch 3270/5000
1/1 [==============================] - 0s 4ms/step - loss: 1.0345e-04
Epoch 3271/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.0330e-04
Epoch 3272/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.0315e-04
Epoch 3273/5000
1/1 [==============================] - 0s 5ms/step - loss: 1.0300e-04
Epoch 3274/5000
1/1 [==============================] - 0s 4ms/step - loss: 1.0285e-04
Epoch 3275/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.0271e-04
Epoch 3276/5000
1/1 [==============================] - 0s 4ms/step - loss: 1.0256e-04
Epoch 3277/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.0241e-04
Epoch 3278/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.0227e-04
Epoch 3279/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.0212e-04
Epoch 3280/5000
1/1 [==============================] - 0s 5ms/step - loss: 1.0198e-04
Epoch 3281/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.0183e-04
Epoch 3282/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.0169e-04
Epoch 3283/5000
1/1 [==============================] - 0s 4ms/step - loss: 1.0155e-04
Epoch 3284/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.0141e-04
Epoch 3285/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.0127e-04
Epoch 3286/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.0112e-04
Epoch 3287/5000
1/1 [==============================] - 0s 4ms/step - loss: 1.0099e-04
Epoch 3288/5000
1/1 [==============================] - 0s 4ms/step - loss: 1.0085e-04
Epoch 3289/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.0071e-04
Epoch 3290/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.0057e-04
Epoch 3291/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.0043e-04
Epoch 3292/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.0030e-04
Epoch 3293/5000
1/1 [==============================] - 0s 3ms/step - loss: 1.0016e-04
Epoch 3294/5000
1/1 [==============================] - 0s 5ms/step - loss: 1.0003e-04
Epoch 3295/5000
1/1 [==============================] - 0s 4ms/step - loss: 9.9892e-05
Epoch 3296/5000
1/1 [==============================] - 0s 3ms/step - loss: 9.9758e-05
Epoch 3297/5000
1/1 [==============================] - 0s 3ms/step - loss: 9.9625e-05
Epoch 3298/5000
1/1 [==============================] - 0s 3ms/step - loss: 9.9492e-05
Epoch 3299/5000
1/1 [==============================] - 0s 4ms/step - loss: 9.9361e-05
Epoch 3300/5000
1/1 [==============================] - 0s 3ms/step - loss: 9.9229e-05
Epoch 3301/5000
1/1 [==============================] - 0s 4ms/step - loss: 9.9099e-05
Epoch 3302/5000
1/1 [==============================] - 0s 3ms/step - loss: 9.8969e-05
Epoch 3303/5000
1/1 [==============================] - 0s 3ms/step - loss: 9.8840e-05
Epoch 3304/5000
1/1 [==============================] - 0s 4ms/step - loss: 9.8711e-05
Epoch 3305/5000
1/1 [==============================] - 0s 3ms/step - loss: 9.8583e-05
Epoch 3306/5000
1/1 [==============================] - 0s 2ms/step - loss: 9.8455e-05
Epoch 3307/5000
1/1 [==============================] - 0s 3ms/step - loss: 9.8328e-05
Epoch 3308/5000
1/1 [==============================] - 0s 3ms/step - loss: 9.8202e-05
Epoch 3309/5000
1/1 [==============================] - 0s 4ms/step - loss: 9.8077e-05
Epoch 3310/5000
1/1 [==============================] - 0s 3ms/step - loss: 9.7951e-05
Epoch 3311/5000
1/1 [==============================] - 0s 4ms/step - loss: 9.7827e-05
Epoch 3312/5000
1/1 [==============================] - 0s 4ms/step - loss: 9.7703e-05
Epoch 3313/5000
1/1 [==============================] - 0s 3ms/step - loss: 9.7580e-05
Epoch 3314/5000
1/1 [==============================] - 0s 5ms/step - loss: 9.7457e-05
Epoch 3315/5000
1/1 [==============================] - 0s 3ms/step - loss: 9.7335e-05
Epoch 3316/5000
1/1 [==============================] - 0s 2ms/step - loss: 9.7214e-05
Epoch 3317/5000
1/1 [==============================] - 0s 4ms/step - loss: 9.7093e-05
Epoch 3318/5000
1/1 [==============================] - 0s 3ms/step - loss: 9.6973e-05
Epoch 3319/5000
1/1 [==============================] - 0s 3ms/step - loss: 9.6853e-05
Epoch 3320/5000
1/1 [==============================] - 0s 3ms/step - loss: 9.6734e-05
Epoch 3321/5000
1/1 [==============================] - 0s 3ms/step - loss: 9.6615e-05
Epoch 3322/5000
1/1 [==============================] - 0s 4ms/step - loss: 9.6497e-05
Epoch 3323/5000
1/1 [==============================] - 0s 3ms/step - loss: 9.6380e-05
Epoch 3324/5000
1/1 [==============================] - 0s 5ms/step - loss: 9.6263e-05
Epoch 3325/5000
1/1 [==============================] - 0s 3ms/step - loss: 9.6147e-05
Epoch 3326/5000
1/1 [==============================] - 0s 3ms/step - loss: 9.6031e-05
Epoch 3327/5000
1/1 [==============================] - 0s 5ms/step - loss: 9.5916e-05
Epoch 3328/5000
1/1 [==============================] - 0s 4ms/step - loss: 9.5802e-05
Epoch 3329/5000
1/1 [==============================] - 0s 3ms/step - loss: 9.5688e-05
Epoch 3330/5000
1/1 [==============================] - 0s 4ms/step - loss: 9.5574e-05
Epoch 3331/5000
1/1 [==============================] - 0s 4ms/step - loss: 9.5461e-05
Epoch 3332/5000
1/1 [==============================] - 0s 3ms/step - loss: 9.5349e-05
Epoch 3333/5000
1/1 [==============================] - 0s 3ms/step - loss: 9.5237e-05
Epoch 3334/5000
1/1 [==============================] - 0s 5ms/step - loss: 9.5126e-05
Epoch 3335/5000
1/1 [==============================] - 0s 3ms/step - loss: 9.5015e-05
Epoch 3336/5000
1/1 [==============================] - 0s 3ms/step - loss: 9.4905e-05
Epoch 3337/5000
1/1 [==============================] - 0s 5ms/step - loss: 9.4795e-05
Epoch 3338/5000
1/1 [==============================] - 0s 3ms/step - loss: 9.4686e-05
Epoch 3339/5000
1/1 [==============================] - 0s 4ms/step - loss: 9.4578e-05
Epoch 3340/5000
1/1 [==============================] - 0s 5ms/step - loss: 9.4470e-05
Epoch 3341/5000
1/1 [==============================] - 0s 3ms/step - loss: 9.4362e-05
Epoch 3342/5000
1/1 [==============================] - 0s 3ms/step - loss: 9.4255e-05
Epoch 3343/5000
1/1 [==============================] - 0s 3ms/step - loss: 9.4149e-05
Epoch 3344/5000
1/1 [==============================] - 0s 3ms/step - loss: 9.4043e-05
Epoch 3345/5000
1/1 [==============================] - 0s 3ms/step - loss: 9.3938e-05
Epoch 3346/5000
1/1 [==============================] - 0s 3ms/step - loss: 9.3833e-05
Epoch 3347/5000
1/1 [==============================] - 0s 5ms/step - loss: 9.3729e-05
Epoch 3348/5000
1/1 [==============================] - 0s 3ms/step - loss: 9.3625e-05
Epoch 3349/5000
1/1 [==============================] - 0s 3ms/step - loss: 9.3521e-05
Epoch 3350/5000
1/1 [==============================] - 0s 5ms/step - loss: 9.3419e-05
Epoch 3351/5000
1/1 [==============================] - 0s 3ms/step - loss: 9.3316e-05
Epoch 3352/5000
1/1 [==============================] - 0s 3ms/step - loss: 9.3215e-05
Epoch 3353/5000
1/1 [==============================] - 0s 3ms/step - loss: 9.3113e-05
Epoch 3354/5000
1/1 [==============================] - 0s 3ms/step - loss: 9.3012e-05
Epoch 3355/5000
1/1 [==============================] - 0s 3ms/step - loss: 9.2912e-05
Epoch 3356/5000
1/1 [==============================] - 0s 3ms/step - loss: 9.2812e-05
Epoch 3357/5000
1/1 [==============================] - 0s 5ms/step - loss: 9.2713e-05
Epoch 3358/5000
1/1 [==============================] - 0s 3ms/step - loss: 9.2614e-05
Epoch 3359/5000
1/1 [==============================] - 0s 3ms/step - loss: 9.2516e-05
Epoch 3360/5000
1/1 [==============================] - 0s 3ms/step - loss: 9.2418e-05
Epoch 3361/5000
1/1 [==============================] - 0s 3ms/step - loss: 9.2321e-05
Epoch 3362/5000
1/1 [==============================] - 0s 3ms/step - loss: 9.2224e-05
Epoch 3363/5000
1/1 [==============================] - 0s 3ms/step - loss: 9.2128e-05
Epoch 3364/5000
1/1 [==============================] - 0s 5ms/step - loss: 9.2032e-05
Epoch 3365/5000
1/1 [==============================] - 0s 3ms/step - loss: 9.1936e-05
Epoch 3366/5000
1/1 [==============================] - 0s 3ms/step - loss: 9.1841e-05
Epoch 3367/5000
1/1 [==============================] - 0s 3ms/step - loss: 9.1747e-05
Epoch 3368/5000
1/1 [==============================] - 0s 3ms/step - loss: 9.1653e-05
Epoch 3369/5000
1/1 [==============================] - 0s 3ms/step - loss: 9.1559e-05
Epoch 3370/5000
1/1 [==============================] - 0s 2ms/step - loss: 9.1466e-05
Epoch 3371/5000
1/1 [==============================] - 0s 5ms/step - loss: 9.1374e-05
Epoch 3372/5000
1/1 [==============================] - 0s 3ms/step - loss: 9.1282e-05
Epoch 3373/5000
1/1 [==============================] - 0s 3ms/step - loss: 9.1190e-05
Epoch 3374/5000
1/1 [==============================] - 0s 4ms/step - loss: 9.1099e-05
Epoch 3375/5000
1/1 [==============================] - 0s 3ms/step - loss: 9.1008e-05
Epoch 3376/5000
1/1 [==============================] - 0s 4ms/step - loss: 9.0918e-05
Epoch 3377/5000
1/1 [==============================] - 0s 3ms/step - loss: 9.0828e-05
Epoch 3378/5000
1/1 [==============================] - 0s 3ms/step - loss: 9.0738e-05
Epoch 3379/5000
1/1 [==============================] - 0s 3ms/step - loss: 9.0649e-05
Epoch 3380/5000
1/1 [==============================] - 0s 2ms/step - loss: 9.0561e-05
Epoch 3381/5000
1/1 [==============================] - 0s 5ms/step - loss: 9.0473e-05
Epoch 3382/5000
1/1 [==============================] - 0s 4ms/step - loss: 9.0385e-05
Epoch 3383/5000
1/1 [==============================] - 0s 3ms/step - loss: 9.0298e-05
Epoch 3384/5000
1/1 [==============================] - 0s 4ms/step - loss: 9.0211e-05
Epoch 3385/5000
1/1 [==============================] - 0s 3ms/step - loss: 9.0125e-05
Epoch 3386/5000
1/1 [==============================] - 0s 3ms/step - loss: 9.0039e-05
Epoch 3387/5000
1/1 [==============================] - 0s 3ms/step - loss: 8.9954e-05
Epoch 3388/5000
1/1 [==============================] - 0s 4ms/step - loss: 8.9869e-05
Epoch 3389/5000
1/1 [==============================] - 0s 3ms/step - loss: 8.9784e-05
Epoch 3390/5000
1/1 [==============================] - 0s 2ms/step - loss: 8.9700e-05
Epoch 3391/5000
1/1 [==============================] - 0s 4ms/step - loss: 8.9616e-05
Epoch 3392/5000
1/1 [==============================] - 0s 3ms/step - loss: 8.9533e-05
Epoch 3393/5000
1/1 [==============================] - 0s 3ms/step - loss: 8.9450e-05
Epoch 3394/5000
1/1 [==============================] - 0s 2ms/step - loss: 8.9368e-05
Epoch 3395/5000
1/1 [==============================] - 0s 3ms/step - loss: 8.9286e-05
Epoch 3396/5000
1/1 [==============================] - 0s 3ms/step - loss: 8.9204e-05
Epoch 3397/5000
1/1 [==============================] - 0s 5ms/step - loss: 8.9123e-05
Epoch 3398/5000
1/1 [==============================] - 0s 6ms/step - loss: 8.9042e-05
Epoch 3399/5000
1/1 [==============================] - 0s 3ms/step - loss: 8.8962e-05
Epoch 3400/5000
1/1 [==============================] - 0s 5ms/step - loss: 8.8882e-05
Epoch 3401/5000
1/1 [==============================] - 0s 4ms/step - loss: 8.8802e-05
Epoch 3402/5000
1/1 [==============================] - 0s 5ms/step - loss: 8.8723e-05
Epoch 3403/5000
1/1 [==============================] - 0s 3ms/step - loss: 8.8644e-05
Epoch 3404/5000
1/1 [==============================] - 0s 3ms/step - loss: 8.8566e-05
Epoch 3405/5000
1/1 [==============================] - 0s 3ms/step - loss: 8.8488e-05
Epoch 3406/5000
1/1 [==============================] - 0s 3ms/step - loss: 8.8411e-05
Epoch 3407/5000
1/1 [==============================] - 0s 3ms/step - loss: 8.8333e-05
Epoch 3408/5000
1/1 [==============================] - 0s 4ms/step - loss: 8.8257e-05
Epoch 3409/5000
1/1 [==============================] - 0s 3ms/step - loss: 8.8180e-05
Epoch 3410/5000
1/1 [==============================] - 0s 3ms/step - loss: 8.8104e-05
Epoch 3411/5000
1/1 [==============================] - 0s 4ms/step - loss: 8.8029e-05
Epoch 3412/5000
1/1 [==============================] - 0s 4ms/step - loss: 8.7954e-05
Epoch 3413/5000
1/1 [==============================] - 0s 3ms/step - loss: 8.7879e-05
Epoch 3414/5000
1/1 [==============================] - 0s 3ms/step - loss: 8.7804e-05
Epoch 3415/5000
1/1 [==============================] - 0s 4ms/step - loss: 8.7730e-05
Epoch 3416/5000
1/1 [==============================] - 0s 3ms/step - loss: 8.7657e-05
Epoch 3417/5000
1/1 [==============================] - 0s 3ms/step - loss: 8.7583e-05
Epoch 3418/5000
1/1 [==============================] - 0s 3ms/step - loss: 8.7510e-05
Epoch 3419/5000
1/1 [==============================] - 0s 4ms/step - loss: 8.7438e-05
Epoch 3420/5000
1/1 [==============================] - 0s 3ms/step - loss: 8.7366e-05
Epoch 3421/5000
1/1 [==============================] - 0s 2ms/step - loss: 8.7294e-05
Epoch 3422/5000
1/1 [==============================] - 0s 4ms/step - loss: 8.7223e-05
Epoch 3423/5000
1/1 [==============================] - 0s 3ms/step - loss: 8.7151e-05
Epoch 3424/5000
1/1 [==============================] - 0s 3ms/step - loss: 8.7081e-05
Epoch 3425/5000
1/1 [==============================] - 0s 2ms/step - loss: 8.7010e-05
Epoch 3426/5000
1/1 [==============================] - 0s 4ms/step - loss: 8.6941e-05
Epoch 3427/5000
1/1 [==============================] - 0s 3ms/step - loss: 8.6871e-05
Epoch 3428/5000
1/1 [==============================] - 0s 3ms/step - loss: 8.6802e-05
Epoch 3429/5000
1/1 [==============================] - 0s 4ms/step - loss: 8.6733e-05
Epoch 3430/5000
1/1 [==============================] - 0s 2ms/step - loss: 8.6664e-05
Epoch 3431/5000
1/1 [==============================] - 0s 3ms/step - loss: 8.6596e-05
Epoch 3432/5000
1/1 [==============================] - 0s 2ms/step - loss: 8.6528e-05
Epoch 3433/5000
1/1 [==============================] - 0s 3ms/step - loss: 8.6461e-05
Epoch 3434/5000
1/1 [==============================] - 0s 4ms/step - loss: 8.6394e-05
Epoch 3435/5000
1/1 [==============================] - 0s 3ms/step - loss: 8.6327e-05
Epoch 3436/5000
1/1 [==============================] - 0s 5ms/step - loss: 8.6260e-05
Epoch 3437/5000
1/1 [==============================] - 0s 3ms/step - loss: 8.6194e-05
Epoch 3438/5000
1/1 [==============================] - 0s 3ms/step - loss: 8.6129e-05
Epoch 3439/5000
1/1 [==============================] - 0s 4ms/step - loss: 8.6063e-05
Epoch 3440/5000
1/1 [==============================] - 0s 3ms/step - loss: 8.5998e-05
Epoch 3441/5000
1/1 [==============================] - 0s 3ms/step - loss: 8.5934e-05
Epoch 3442/5000
1/1 [==============================] - 0s 4ms/step - loss: 8.5869e-05
Epoch 3443/5000
1/1 [==============================] - 0s 4ms/step - loss: 8.5805e-05
Epoch 3444/5000
1/1 [==============================] - 0s 4ms/step - loss: 8.5741e-05
Epoch 3445/5000
1/1 [==============================] - 0s 3ms/step - loss: 8.5678e-05
Epoch 3446/5000
1/1 [==============================] - 0s 5ms/step - loss: 8.5615e-05
Epoch 3447/5000
1/1 [==============================] - 0s 3ms/step - loss: 8.5552e-05
Epoch 3448/5000
1/1 [==============================] - 0s 3ms/step - loss: 8.5490e-05
Epoch 3449/5000
1/1 [==============================] - 0s 4ms/step - loss: 8.5428e-05
Epoch 3450/5000
1/1 [==============================] - 0s 2ms/step - loss: 8.5366e-05
Epoch 3451/5000
1/1 [==============================] - 0s 3ms/step - loss: 8.5305e-05
Epoch 3452/5000
1/1 [==============================] - 0s 3ms/step - loss: 8.5244e-05
Epoch 3453/5000
1/1 [==============================] - 0s 3ms/step - loss: 8.5183e-05
Epoch 3454/5000
1/1 [==============================] - 0s 3ms/step - loss: 8.5122e-05
Epoch 3455/5000
1/1 [==============================] - 0s 3ms/step - loss: 8.5062e-05
Epoch 3456/5000
1/1 [==============================] - 0s 4ms/step - loss: 8.5002e-05
Epoch 3457/5000
1/1 [==============================] - 0s 3ms/step - loss: 8.4943e-05
Epoch 3458/5000
1/1 [==============================] - 0s 3ms/step - loss: 8.4884e-05
Epoch 3459/5000
1/1 [==============================] - 0s 6ms/step - loss: 8.4825e-05
Epoch 3460/5000
1/1 [==============================] - 0s 2ms/step - loss: 8.4766e-05
Epoch 3461/5000
1/1 [==============================] - 0s 3ms/step - loss: 8.4708e-05
Epoch 3462/5000
1/1 [==============================] - 0s 5ms/step - loss: 8.4650e-05
Epoch 3463/5000
1/1 [==============================] - 0s 2ms/step - loss: 8.4593e-05
Epoch 3464/5000
1/1 [==============================] - 0s 3ms/step - loss: 8.4535e-05
Epoch 3465/5000
1/1 [==============================] - 0s 6ms/step - loss: 8.4478e-05
Epoch 3466/5000
1/1 [==============================] - 0s 3ms/step - loss: 8.4421e-05
Epoch 3467/5000
1/1 [==============================] - 0s 2ms/step - loss: 8.4365e-05
Epoch 3468/5000
1/1 [==============================] - 0s 3ms/step - loss: 8.4309e-05
Epoch 3469/5000
1/1 [==============================] - 0s 3ms/step - loss: 8.4253e-05
Epoch 3470/5000
1/1 [==============================] - 0s 3ms/step - loss: 8.4197e-05
Epoch 3471/5000
1/1 [==============================] - 0s 3ms/step - loss: 8.4142e-05
Epoch 3472/5000
1/1 [==============================] - 0s 4ms/step - loss: 8.4087e-05
Epoch 3473/5000
1/1 [==============================] - 0s 3ms/step - loss: 8.4033e-05
Epoch 3474/5000
1/1 [==============================] - 0s 3ms/step - loss: 8.3978e-05
Epoch 3475/5000
1/1 [==============================] - 0s 4ms/step - loss: 8.3924e-05
Epoch 3476/5000
1/1 [==============================] - 0s 3ms/step - loss: 8.3870e-05
Epoch 3477/5000
1/1 [==============================] - 0s 3ms/step - loss: 8.3817e-05
Epoch 3478/5000
1/1 [==============================] - 0s 6ms/step - loss: 8.3764e-05
Epoch 3479/5000
1/1 [==============================] - 0s 3ms/step - loss: 8.3711e-05
Epoch 3480/5000
1/1 [==============================] - 0s 2ms/step - loss: 8.3658e-05
Epoch 3481/5000
1/1 [==============================] - 0s 5ms/step - loss: 8.3606e-05
Epoch 3482/5000
1/1 [==============================] - 0s 3ms/step - loss: 8.3554e-05
Epoch 3483/5000
1/1 [==============================] - 0s 2ms/step - loss: 8.3502e-05
Epoch 3484/5000
1/1 [==============================] - 0s 3ms/step - loss: 8.3450e-05
Epoch 3485/5000
1/1 [==============================] - 0s 3ms/step - loss: 8.3399e-05
Epoch 3486/5000
1/1 [==============================] - 0s 3ms/step - loss: 8.3348e-05
Epoch 3487/5000
1/1 [==============================] - 0s 4ms/step - loss: 8.3297e-05
Epoch 3488/5000
1/1 [==============================] - 0s 3ms/step - loss: 8.3247e-05
Epoch 3489/5000
1/1 [==============================] - 0s 3ms/step - loss: 8.3197e-05
Epoch 3490/5000
1/1 [==============================] - 0s 5ms/step - loss: 8.3147e-05
Epoch 3491/5000
1/1 [==============================] - 0s 3ms/step - loss: 8.3097e-05
Epoch 3492/5000
1/1 [==============================] - 0s 3ms/step - loss: 8.3048e-05
Epoch 3493/5000
1/1 [==============================] - 0s 3ms/step - loss: 8.2999e-05
Epoch 3494/5000
1/1 [==============================] - 0s 3ms/step - loss: 8.2950e-05
Epoch 3495/5000
1/1 [==============================] - 0s 3ms/step - loss: 8.2901e-05
Epoch 3496/5000
1/1 [==============================] - 0s 3ms/step - loss: 8.2853e-05
Epoch 3497/5000
1/1 [==============================] - 0s 3ms/step - loss: 8.2805e-05
Epoch 3498/5000
1/1 [==============================] - 0s 3ms/step - loss: 8.2757e-05
Epoch 3499/5000
1/1 [==============================] - 0s 2ms/step - loss: 8.2709e-05
Epoch 3500/5000
1/1 [==============================] - 0s 4ms/step - loss: 8.2662e-05
Epoch 3501/5000
1/1 [==============================] - 0s 2ms/step - loss: 8.2615e-05
Epoch 3502/5000
1/1 [==============================] - 0s 2ms/step - loss: 8.2568e-05
Epoch 3503/5000
1/1 [==============================] - 0s 5ms/step - loss: 8.2522e-05
Epoch 3504/5000
1/1 [==============================] - 0s 3ms/step - loss: 8.2475e-05
Epoch 3505/5000
1/1 [==============================] - 0s 3ms/step - loss: 8.2429e-05
Epoch 3506/5000
1/1 [==============================] - 0s 4ms/step - loss: 8.2384e-05
Epoch 3507/5000
1/1 [==============================] - 0s 3ms/step - loss: 8.2338e-05
Epoch 3508/5000
1/1 [==============================] - 0s 7ms/step - loss: 8.2293e-05
Epoch 3509/5000
1/1 [==============================] - 0s 3ms/step - loss: 8.2248e-05
Epoch 3510/5000
1/1 [==============================] - 0s 3ms/step - loss: 8.2203e-05
Epoch 3511/5000
1/1 [==============================] - 0s 5ms/step - loss: 8.2158e-05
Epoch 3512/5000
1/1 [==============================] - 0s 3ms/step - loss: 8.2114e-05
Epoch 3513/5000
1/1 [==============================] - 0s 3ms/step - loss: 8.2070e-05
Epoch 3514/5000
1/1 [==============================] - 0s 3ms/step - loss: 8.2026e-05
Epoch 3515/5000
1/1 [==============================] - 0s 5ms/step - loss: 8.1983e-05
Epoch 3516/5000
1/1 [==============================] - 0s 4ms/step - loss: 8.1939e-05
Epoch 3517/5000
1/1 [==============================] - 0s 3ms/step - loss: 8.1896e-05
Epoch 3518/5000
1/1 [==============================] - 0s 4ms/step - loss: 8.1853e-05
Epoch 3519/5000
1/1 [==============================] - 0s 2ms/step - loss: 8.1811e-05
Epoch 3520/5000
1/1 [==============================] - 0s 3ms/step - loss: 8.1768e-05
Epoch 3521/5000
1/1 [==============================] - 0s 3ms/step - loss: 8.1726e-05
Epoch 3522/5000
1/1 [==============================] - 0s 4ms/step - loss: 8.1684e-05
Epoch 3523/5000
1/1 [==============================] - 0s 2ms/step - loss: 8.1642e-05
Epoch 3524/5000
1/1 [==============================] - 0s 3ms/step - loss: 8.1601e-05
Epoch 3525/5000
1/1 [==============================] - 0s 4ms/step - loss: 8.1560e-05
Epoch 3526/5000
1/1 [==============================] - 0s 3ms/step - loss: 8.1519e-05
Epoch 3527/5000
1/1 [==============================] - 0s 3ms/step - loss: 8.1478e-05
Epoch 3528/5000
1/1 [==============================] - 0s 3ms/step - loss: 8.1437e-05
Epoch 3529/5000
1/1 [==============================] - 0s 4ms/step - loss: 8.1397e-05
Epoch 3530/5000
1/1 [==============================] - 0s 3ms/step - loss: 8.1357e-05
Epoch 3531/5000
1/1 [==============================] - 0s 3ms/step - loss: 8.1317e-05
Epoch 3532/5000
1/1 [==============================] - 0s 5ms/step - loss: 8.1277e-05
Epoch 3533/5000
1/1 [==============================] - 0s 3ms/step - loss: 8.1238e-05
Epoch 3534/5000
1/1 [==============================] - 0s 3ms/step - loss: 8.1198e-05
Epoch 3535/5000
1/1 [==============================] - 0s 3ms/step - loss: 8.1159e-05
Epoch 3536/5000
1/1 [==============================] - 0s 3ms/step - loss: 8.1120e-05
Epoch 3537/5000
1/1 [==============================] - 0s 4ms/step - loss: 8.1082e-05
Epoch 3538/5000
1/1 [==============================] - 0s 3ms/step - loss: 8.1043e-05
Epoch 3539/5000
1/1 [==============================] - 0s 4ms/step - loss: 8.1005e-05
Epoch 3540/5000
1/1 [==============================] - 0s 4ms/step - loss: 8.0967e-05
Epoch 3541/5000
1/1 [==============================] - 0s 3ms/step - loss: 8.0929e-05
Epoch 3542/5000
1/1 [==============================] - 0s 4ms/step - loss: 8.0892e-05
Epoch 3543/5000
1/1 [==============================] - 0s 2ms/step - loss: 8.0854e-05
Epoch 3544/5000
1/1 [==============================] - 0s 3ms/step - loss: 8.0817e-05
Epoch 3545/5000
1/1 [==============================] - 0s 3ms/step - loss: 8.0780e-05
Epoch 3546/5000
1/1 [==============================] - 0s 4ms/step - loss: 8.0743e-05
Epoch 3547/5000
1/1 [==============================] - 0s 3ms/step - loss: 8.0707e-05
Epoch 3548/5000
1/1 [==============================] - 0s 4ms/step - loss: 8.0671e-05
Epoch 3549/5000
1/1 [==============================] - 0s 3ms/step - loss: 8.0634e-05
Epoch 3550/5000
1/1 [==============================] - 0s 3ms/step - loss: 8.0599e-05
Epoch 3551/5000
1/1 [==============================] - 0s 3ms/step - loss: 8.0563e-05
Epoch 3552/5000
1/1 [==============================] - 0s 3ms/step - loss: 8.0527e-05
Epoch 3553/5000
1/1 [==============================] - 0s 5ms/step - loss: 8.0492e-05
Epoch 3554/5000
1/1 [==============================] - 0s 3ms/step - loss: 8.0457e-05
Epoch 3555/5000
1/1 [==============================] - 0s 3ms/step - loss: 8.0422e-05
Epoch 3556/5000
1/1 [==============================] - 0s 4ms/step - loss: 8.0387e-05
Epoch 3557/5000
1/1 [==============================] - 0s 3ms/step - loss: 8.0352e-05
Epoch 3558/5000
1/1 [==============================] - 0s 3ms/step - loss: 8.0318e-05
Epoch 3559/5000
1/1 [==============================] - 0s 3ms/step - loss: 8.0284e-05
Epoch 3560/5000
1/1 [==============================] - 0s 5ms/step - loss: 8.0250e-05
Epoch 3561/5000
1/1 [==============================] - 0s 2ms/step - loss: 8.0216e-05
Epoch 3562/5000
1/1 [==============================] - 0s 3ms/step - loss: 8.0183e-05
Epoch 3563/5000
1/1 [==============================] - 0s 3ms/step - loss: 8.0149e-05
Epoch 3564/5000
1/1 [==============================] - 0s 3ms/step - loss: 8.0116e-05
Epoch 3565/5000
1/1 [==============================] - 0s 3ms/step - loss: 8.0083e-05
Epoch 3566/5000
1/1 [==============================] - 0s 3ms/step - loss: 8.0050e-05
Epoch 3567/5000
1/1 [==============================] - 0s 5ms/step - loss: 8.0017e-05
Epoch 3568/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.9985e-05
Epoch 3569/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.9952e-05
Epoch 3570/5000
1/1 [==============================] - 0s 2ms/step - loss: 7.9920e-05
Epoch 3571/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.9888e-05
Epoch 3572/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.9857e-05
Epoch 3573/5000
1/1 [==============================] - 0s 2ms/step - loss: 7.9825e-05
Epoch 3574/5000
1/1 [==============================] - 0s 5ms/step - loss: 7.9794e-05
Epoch 3575/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.9762e-05
Epoch 3576/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.9731e-05
Epoch 3577/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.9700e-05
Epoch 3578/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.9670e-05
Epoch 3579/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.9639e-05
Epoch 3580/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.9609e-05
Epoch 3581/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.9579e-05
Epoch 3582/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.9549e-05
Epoch 3583/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.9519e-05
Epoch 3584/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.9489e-05
Epoch 3585/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.9459e-05
Epoch 3586/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.9430e-05
Epoch 3587/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.9401e-05
Epoch 3588/5000
1/1 [==============================] - 0s 2ms/step - loss: 7.9372e-05
Epoch 3589/5000
1/1 [==============================] - 0s 5ms/step - loss: 7.9343e-05
Epoch 3590/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.9314e-05
Epoch 3591/5000
1/1 [==============================] - 0s 2ms/step - loss: 7.9286e-05
Epoch 3592/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.9257e-05
Epoch 3593/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.9229e-05
Epoch 3594/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.9201e-05
Epoch 3595/5000
1/1 [==============================] - 0s 2ms/step - loss: 7.9173e-05
Epoch 3596/5000
1/1 [==============================] - 0s 5ms/step - loss: 7.9146e-05
Epoch 3597/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.9118e-05
Epoch 3598/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.9091e-05
Epoch 3599/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.9063e-05
Epoch 3600/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.9036e-05
Epoch 3601/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.9009e-05
Epoch 3602/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.8983e-05
Epoch 3603/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.8956e-05
Epoch 3604/5000
1/1 [==============================] - 0s 2ms/step - loss: 7.8929e-05
Epoch 3605/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.8903e-05
Epoch 3606/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.8877e-05
Epoch 3607/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.8851e-05
Epoch 3608/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.8825e-05
Epoch 3609/5000
1/1 [==============================] - 0s 2ms/step - loss: 7.8799e-05
Epoch 3610/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.8774e-05
Epoch 3611/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.8748e-05
Epoch 3612/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.8723e-05
Epoch 3613/5000
1/1 [==============================] - 0s 2ms/step - loss: 7.8698e-05
Epoch 3614/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.8673e-05
Epoch 3615/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.8648e-05
Epoch 3616/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.8623e-05
Epoch 3617/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.8599e-05
Epoch 3618/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.8574e-05
Epoch 3619/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.8550e-05
Epoch 3620/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.8526e-05
Epoch 3621/5000
1/1 [==============================] - 0s 5ms/step - loss: 7.8502e-05
Epoch 3622/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.8478e-05
Epoch 3623/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.8454e-05
Epoch 3624/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.8431e-05
Epoch 3625/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.8407e-05
Epoch 3626/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.8384e-05
Epoch 3627/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.8361e-05
Epoch 3628/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.8338e-05
Epoch 3629/5000
1/1 [==============================] - 0s 2ms/step - loss: 7.8315e-05
Epoch 3630/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.8292e-05
Epoch 3631/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.8269e-05
Epoch 3632/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.8247e-05
Epoch 3633/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.8224e-05
Epoch 3634/5000
1/1 [==============================] - 0s 2ms/step - loss: 7.8202e-05
Epoch 3635/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.8180e-05
Epoch 3636/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.8158e-05
Epoch 3637/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.8136e-05
Epoch 3638/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.8114e-05
Epoch 3639/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.8093e-05
Epoch 3640/5000
1/1 [==============================] - 0s 2ms/step - loss: 7.8071e-05
Epoch 3641/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.8050e-05
Epoch 3642/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.8029e-05
Epoch 3643/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.8008e-05
Epoch 3644/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.7987e-05
Epoch 3645/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.7966e-05
Epoch 3646/5000
1/1 [==============================] - 0s 5ms/step - loss: 7.7945e-05
Epoch 3647/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.7924e-05
Epoch 3648/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.7904e-05
Epoch 3649/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.7884e-05
Epoch 3650/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.7863e-05
Epoch 3651/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.7843e-05
Epoch 3652/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.7823e-05
Epoch 3653/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.7803e-05
Epoch 3654/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.7783e-05
Epoch 3655/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.7764e-05
Epoch 3656/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.7744e-05
Epoch 3657/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.7725e-05
Epoch 3658/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.7705e-05
Epoch 3659/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.7686e-05
Epoch 3660/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.7667e-05
Epoch 3661/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.7648e-05
Epoch 3662/5000
1/1 [==============================] - 0s 2ms/step - loss: 7.7629e-05
Epoch 3663/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.7610e-05
Epoch 3664/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.7592e-05
Epoch 3665/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.7573e-05
Epoch 3666/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.7555e-05
Epoch 3667/5000
1/1 [==============================] - 0s 5ms/step - loss: 7.7537e-05
Epoch 3668/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.7518e-05
Epoch 3669/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.7500e-05
Epoch 3670/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.7482e-05
Epoch 3671/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.7464e-05
Epoch 3672/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.7447e-05
Epoch 3673/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.7429e-05
Epoch 3674/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.7411e-05
Epoch 3675/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.7394e-05
Epoch 3676/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.7377e-05
Epoch 3677/5000
1/1 [==============================] - 0s 5ms/step - loss: 7.7359e-05
Epoch 3678/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.7342e-05
Epoch 3679/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.7325e-05
Epoch 3680/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.7308e-05
Epoch 3681/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.7291e-05
Epoch 3682/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.7275e-05
Epoch 3683/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.7258e-05
Epoch 3684/5000
1/1 [==============================] - 0s 5ms/step - loss: 7.7241e-05
Epoch 3685/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.7225e-05
Epoch 3686/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.7209e-05
Epoch 3687/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.7192e-05
Epoch 3688/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.7176e-05
Epoch 3689/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.7160e-05
Epoch 3690/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.7144e-05
Epoch 3691/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.7128e-05
Epoch 3692/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.7113e-05
Epoch 3693/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.7097e-05
Epoch 3694/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.7081e-05
Epoch 3695/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.7066e-05
Epoch 3696/5000
1/1 [==============================] - 0s 2ms/step - loss: 7.7050e-05
Epoch 3697/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.7035e-05
Epoch 3698/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.7020e-05
Epoch 3699/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.7005e-05
Epoch 3700/5000
1/1 [==============================] - 0s 2ms/step - loss: 7.6990e-05
Epoch 3701/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.6975e-05
Epoch 3702/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.6960e-05
Epoch 3703/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.6945e-05
Epoch 3704/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.6931e-05
Epoch 3705/5000
1/1 [==============================] - 0s 2ms/step - loss: 7.6916e-05
Epoch 3706/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.6902e-05
Epoch 3707/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.6887e-05
Epoch 3708/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.6873e-05
Epoch 3709/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.6859e-05
Epoch 3710/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.6845e-05
Epoch 3711/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.6830e-05
Epoch 3712/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.6817e-05
Epoch 3713/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.6803e-05
Epoch 3714/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.6789e-05
Epoch 3715/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.6775e-05
Epoch 3716/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.6761e-05
Epoch 3717/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.6748e-05
Epoch 3718/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.6735e-05
Epoch 3719/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.6721e-05
Epoch 3720/5000
1/1 [==============================] - 0s 5ms/step - loss: 7.6708e-05
Epoch 3721/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.6695e-05
Epoch 3722/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.6681e-05
Epoch 3723/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.6668e-05
Epoch 3724/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.6655e-05
Epoch 3725/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.6643e-05
Epoch 3726/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.6630e-05
Epoch 3727/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.6617e-05
Epoch 3728/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.6604e-05
Epoch 3729/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.6592e-05
Epoch 3730/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.6579e-05
Epoch 3731/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.6567e-05
Epoch 3732/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.6555e-05
Epoch 3733/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.6542e-05
Epoch 3734/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.6530e-05
Epoch 3735/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.6518e-05
Epoch 3736/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.6506e-05
Epoch 3737/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.6494e-05
Epoch 3738/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.6482e-05
Epoch 3739/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.6470e-05
Epoch 3740/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.6458e-05
Epoch 3741/5000
1/1 [==============================] - 0s 5ms/step - loss: 7.6447e-05
Epoch 3742/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.6435e-05
Epoch 3743/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.6424e-05
Epoch 3744/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.6412e-05
Epoch 3745/5000
1/1 [==============================] - 0s 2ms/step - loss: 7.6401e-05
Epoch 3746/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.6390e-05
Epoch 3747/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.6378e-05
Epoch 3748/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.6367e-05
Epoch 3749/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.6356e-05
Epoch 3750/5000
1/1 [==============================] - 0s 5ms/step - loss: 7.6345e-05
Epoch 3751/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.6334e-05
Epoch 3752/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.6323e-05
Epoch 3753/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.6312e-05
Epoch 3754/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.6302e-05
Epoch 3755/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.6291e-05
Epoch 3756/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.6280e-05
Epoch 3757/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.6270e-05
Epoch 3758/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.6259e-05
Epoch 3759/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.6249e-05
Epoch 3760/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.6238e-05
Epoch 3761/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.6228e-05
Epoch 3762/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.6218e-05
Epoch 3763/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.6208e-05
Epoch 3764/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.6197e-05
Epoch 3765/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.6187e-05
Epoch 3766/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.6177e-05
Epoch 3767/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.6168e-05
Epoch 3768/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.6158e-05
Epoch 3769/5000
1/1 [==============================] - 0s 6ms/step - loss: 7.6148e-05
Epoch 3770/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.6138e-05
Epoch 3771/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.6128e-05
Epoch 3772/5000
1/1 [==============================] - 0s 5ms/step - loss: 7.6119e-05
Epoch 3773/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.6109e-05
Epoch 3774/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.6100e-05
Epoch 3775/5000
1/1 [==============================] - 0s 5ms/step - loss: 7.6090e-05
Epoch 3776/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.6081e-05
Epoch 3777/5000
1/1 [==============================] - 0s 2ms/step - loss: 7.6072e-05
Epoch 3778/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.6062e-05
Epoch 3779/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.6053e-05
Epoch 3780/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.6044e-05
Epoch 3781/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.6035e-05
Epoch 3782/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.6026e-05
Epoch 3783/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.6017e-05
Epoch 3784/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.6008e-05
Epoch 3785/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.5999e-05
Epoch 3786/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.5991e-05
Epoch 3787/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.5982e-05
Epoch 3788/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.5973e-05
Epoch 3789/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.5964e-05
Epoch 3790/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.5956e-05
Epoch 3791/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.5947e-05
Epoch 3792/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.5939e-05
Epoch 3793/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.5931e-05
Epoch 3794/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.5922e-05
Epoch 3795/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.5914e-05
Epoch 3796/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.5906e-05
Epoch 3797/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.5897e-05
Epoch 3798/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.5889e-05
Epoch 3799/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.5881e-05
Epoch 3800/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.5873e-05
Epoch 3801/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.5865e-05
Epoch 3802/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.5857e-05
Epoch 3803/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.5849e-05
Epoch 3804/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.5842e-05
Epoch 3805/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.5834e-05
Epoch 3806/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.5826e-05
Epoch 3807/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.5818e-05
Epoch 3808/5000
1/1 [==============================] - 0s 5ms/step - loss: 7.5811e-05
Epoch 3809/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.5803e-05
Epoch 3810/5000
1/1 [==============================] - 0s 15ms/step - loss: 7.5796e-05
Epoch 3811/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.5788e-05
Epoch 3812/5000
1/1 [==============================] - 0s 5ms/step - loss: 7.5781e-05
Epoch 3813/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.5773e-05
Epoch 3814/5000
1/1 [==============================] - 0s 5ms/step - loss: 7.5766e-05
Epoch 3815/5000
1/1 [==============================] - 0s 5ms/step - loss: 7.5759e-05
Epoch 3816/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.5751e-05
Epoch 3817/5000
1/1 [==============================] - 0s 5ms/step - loss: 7.5744e-05
Epoch 3818/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.5737e-05
Epoch 3819/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.5730e-05
Epoch 3820/5000
1/1 [==============================] - 0s 5ms/step - loss: 7.5723e-05
Epoch 3821/5000
1/1 [==============================] - 0s 2ms/step - loss: 7.5716e-05
Epoch 3822/5000
1/1 [==============================] - 0s 2ms/step - loss: 7.5709e-05
Epoch 3823/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.5702e-05
Epoch 3824/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.5695e-05
Epoch 3825/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.5688e-05
Epoch 3826/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.5681e-05
Epoch 3827/5000
1/1 [==============================] - 0s 5ms/step - loss: 7.5675e-05
Epoch 3828/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.5668e-05
Epoch 3829/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.5661e-05
Epoch 3830/5000
1/1 [==============================] - 0s 2ms/step - loss: 7.5655e-05
Epoch 3831/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.5648e-05
Epoch 3832/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.5642e-05
Epoch 3833/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.5635e-05
Epoch 3834/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.5629e-05
Epoch 3835/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.5622e-05
Epoch 3836/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.5616e-05
Epoch 3837/5000
1/1 [==============================] - 0s 5ms/step - loss: 7.5610e-05
Epoch 3838/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.5603e-05
Epoch 3839/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.5597e-05
Epoch 3840/5000
1/1 [==============================] - 0s 6ms/step - loss: 7.5591e-05
Epoch 3841/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.5585e-05
Epoch 3842/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.5579e-05
Epoch 3843/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.5573e-05
Epoch 3844/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.5566e-05
Epoch 3845/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.5560e-05
Epoch 3846/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.5555e-05
Epoch 3847/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.5549e-05
Epoch 3848/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.5543e-05
Epoch 3849/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.5537e-05
Epoch 3850/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.5531e-05
Epoch 3851/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.5525e-05
Epoch 3852/5000
1/1 [==============================] - 0s 5ms/step - loss: 7.5520e-05
Epoch 3853/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.5514e-05
Epoch 3854/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.5508e-05
Epoch 3855/5000
1/1 [==============================] - 0s 5ms/step - loss: 7.5503e-05
Epoch 3856/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.5497e-05
Epoch 3857/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.5492e-05
Epoch 3858/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.5486e-05
Epoch 3859/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.5481e-05
Epoch 3860/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.5475e-05
Epoch 3861/5000
1/1 [==============================] - 0s 5ms/step - loss: 7.5470e-05
Epoch 3862/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.5464e-05
Epoch 3863/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.5459e-05
Epoch 3864/5000
1/1 [==============================] - 0s 6ms/step - loss: 7.5454e-05
Epoch 3865/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.5449e-05
Epoch 3866/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.5443e-05
Epoch 3867/5000
1/1 [==============================] - 0s 5ms/step - loss: 7.5438e-05
Epoch 3868/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.5433e-05
Epoch 3869/5000
1/1 [==============================] - 0s 2ms/step - loss: 7.5428e-05
Epoch 3870/5000
1/1 [==============================] - 0s 5ms/step - loss: 7.5423e-05
Epoch 3871/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.5418e-05
Epoch 3872/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.5413e-05
Epoch 3873/5000
1/1 [==============================] - 0s 6ms/step - loss: 7.5408e-05
Epoch 3874/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.5403e-05
Epoch 3875/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.5398e-05
Epoch 3876/5000
1/1 [==============================] - 0s 5ms/step - loss: 7.5393e-05
Epoch 3877/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.5388e-05
Epoch 3878/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.5383e-05
Epoch 3879/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.5379e-05
Epoch 3880/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.5374e-05
Epoch 3881/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.5369e-05
Epoch 3882/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.5365e-05
Epoch 3883/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.5360e-05
Epoch 3884/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.5355e-05
Epoch 3885/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.5351e-05
Epoch 3886/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.5346e-05
Epoch 3887/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.5342e-05
Epoch 3888/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.5337e-05
Epoch 3889/5000
1/1 [==============================] - 0s 5ms/step - loss: 7.5333e-05
Epoch 3890/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.5328e-05
Epoch 3891/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.5324e-05
Epoch 3892/5000
1/1 [==============================] - 0s 5ms/step - loss: 7.5319e-05
Epoch 3893/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.5315e-05
Epoch 3894/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.5311e-05
Epoch 3895/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.5306e-05
Epoch 3896/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.5302e-05
Epoch 3897/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.5298e-05
Epoch 3898/5000
1/1 [==============================] - 0s 2ms/step - loss: 7.5294e-05
Epoch 3899/5000
1/1 [==============================] - 0s 5ms/step - loss: 7.5290e-05
Epoch 3900/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.5285e-05
Epoch 3901/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.5281e-05
Epoch 3902/5000
1/1 [==============================] - 0s 5ms/step - loss: 7.5277e-05
Epoch 3903/5000
1/1 [==============================] - 0s 2ms/step - loss: 7.5273e-05
Epoch 3904/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.5269e-05
Epoch 3905/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.5265e-05
Epoch 3906/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.5261e-05
Epoch 3907/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.5257e-05
Epoch 3908/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.5253e-05
Epoch 3909/5000
1/1 [==============================] - 0s 5ms/step - loss: 7.5249e-05
Epoch 3910/5000
1/1 [==============================] - 0s 2ms/step - loss: 7.5245e-05
Epoch 3911/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.5242e-05
Epoch 3912/5000
1/1 [==============================] - 0s 5ms/step - loss: 7.5238e-05
Epoch 3913/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.5234e-05
Epoch 3914/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.5230e-05
Epoch 3915/5000
1/1 [==============================] - 0s 5ms/step - loss: 7.5226e-05
Epoch 3916/5000
1/1 [==============================] - 0s 2ms/step - loss: 7.5223e-05
Epoch 3917/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.5219e-05
Epoch 3918/5000
1/1 [==============================] - 0s 2ms/step - loss: 7.5215e-05
Epoch 3919/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.5212e-05
Epoch 3920/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.5208e-05
Epoch 3921/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.5205e-05
Epoch 3922/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.5201e-05
Epoch 3923/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.5197e-05
Epoch 3924/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.5194e-05
Epoch 3925/5000
1/1 [==============================] - 0s 5ms/step - loss: 7.5190e-05
Epoch 3926/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.5187e-05
Epoch 3927/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.5184e-05
Epoch 3928/5000
1/1 [==============================] - 0s 5ms/step - loss: 7.5180e-05
Epoch 3929/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.5177e-05
Epoch 3930/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.5173e-05
Epoch 3931/5000
1/1 [==============================] - 0s 2ms/step - loss: 7.5170e-05
Epoch 3932/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.5167e-05
Epoch 3933/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.5163e-05
Epoch 3934/5000
1/1 [==============================] - 0s 2ms/step - loss: 7.5160e-05
Epoch 3935/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.5157e-05
Epoch 3936/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.5154e-05
Epoch 3937/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.5150e-05
Epoch 3938/5000
1/1 [==============================] - 0s 5ms/step - loss: 7.5147e-05
Epoch 3939/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.5144e-05
Epoch 3940/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.5141e-05
Epoch 3941/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.5138e-05
Epoch 3942/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.5135e-05
Epoch 3943/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.5132e-05
Epoch 3944/5000
1/1 [==============================] - 0s 2ms/step - loss: 7.5128e-05
Epoch 3945/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.5125e-05
Epoch 3946/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.5122e-05
Epoch 3947/5000
1/1 [==============================] - 0s 2ms/step - loss: 7.5119e-05
Epoch 3948/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.5116e-05
Epoch 3949/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.5114e-05
Epoch 3950/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.5111e-05
Epoch 3951/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.5108e-05
Epoch 3952/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.5105e-05
Epoch 3953/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.5102e-05
Epoch 3954/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.5099e-05
Epoch 3955/5000
1/1 [==============================] - 0s 5ms/step - loss: 7.5096e-05
Epoch 3956/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.5093e-05
Epoch 3957/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.5091e-05
Epoch 3958/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.5088e-05
Epoch 3959/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.5085e-05
Epoch 3960/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.5082e-05
Epoch 3961/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.5080e-05
Epoch 3962/5000
1/1 [==============================] - 0s 5ms/step - loss: 7.5077e-05
Epoch 3963/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.5074e-05
Epoch 3964/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.5072e-05
Epoch 3965/5000
1/1 [==============================] - 0s 5ms/step - loss: 7.5069e-05
Epoch 3966/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.5066e-05
Epoch 3967/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.5064e-05
Epoch 3968/5000
1/1 [==============================] - 0s 5ms/step - loss: 7.5061e-05
Epoch 3969/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.5059e-05
Epoch 3970/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.5056e-05
Epoch 3971/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.5053e-05
Epoch 3972/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.5051e-05
Epoch 3973/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.5048e-05
Epoch 3974/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.5046e-05
Epoch 3975/5000
1/1 [==============================] - 0s 5ms/step - loss: 7.5044e-05
Epoch 3976/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.5041e-05
Epoch 3977/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.5039e-05
Epoch 3978/5000
1/1 [==============================] - 0s 5ms/step - loss: 7.5036e-05
Epoch 3979/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.5034e-05
Epoch 3980/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.5031e-05
Epoch 3981/5000
1/1 [==============================] - 0s 5ms/step - loss: 7.5029e-05
Epoch 3982/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.5027e-05
Epoch 3983/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.5024e-05
Epoch 3984/5000
1/1 [==============================] - 0s 2ms/step - loss: 7.5022e-05
Epoch 3985/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.5020e-05
Epoch 3986/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.5018e-05
Epoch 3987/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.5015e-05
Epoch 3988/5000
1/1 [==============================] - 0s 6ms/step - loss: 7.5013e-05
Epoch 3989/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.5011e-05
Epoch 3990/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.5009e-05
Epoch 3991/5000
1/1 [==============================] - 0s 6ms/step - loss: 7.5006e-05
Epoch 3992/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.5004e-05
Epoch 3993/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.5002e-05
Epoch 3994/5000
1/1 [==============================] - 0s 6ms/step - loss: 7.5000e-05
Epoch 3995/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4998e-05
Epoch 3996/5000
1/1 [==============================] - 0s 2ms/step - loss: 7.4996e-05
Epoch 3997/5000
1/1 [==============================] - 0s 5ms/step - loss: 7.4994e-05
Epoch 3998/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4992e-05
Epoch 3999/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4989e-05
Epoch 4000/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4987e-05
Epoch 4001/5000
1/1 [==============================] - 0s 5ms/step - loss: 7.4985e-05
Epoch 4002/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4983e-05
Epoch 4003/5000
1/1 [==============================] - 0s 2ms/step - loss: 7.4981e-05
Epoch 4004/5000
1/1 [==============================] - 0s 5ms/step - loss: 7.4979e-05
Epoch 4005/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4977e-05
Epoch 4006/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4975e-05
Epoch 4007/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4973e-05
Epoch 4008/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4971e-05
Epoch 4009/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4970e-05
Epoch 4010/5000
1/1 [==============================] - 0s 2ms/step - loss: 7.4968e-05
Epoch 4011/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4966e-05
Epoch 4012/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4964e-05
Epoch 4013/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4962e-05
Epoch 4014/5000
1/1 [==============================] - 0s 5ms/step - loss: 7.4960e-05
Epoch 4015/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4958e-05
Epoch 4016/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4956e-05
Epoch 4017/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4955e-05
Epoch 4018/5000
1/1 [==============================] - 0s 2ms/step - loss: 7.4953e-05
Epoch 4019/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4951e-05
Epoch 4020/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4949e-05
Epoch 4021/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4947e-05
Epoch 4022/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4946e-05
Epoch 4023/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4944e-05
Epoch 4024/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4942e-05
Epoch 4025/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4941e-05
Epoch 4026/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4939e-05
Epoch 4027/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4937e-05
Epoch 4028/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4935e-05
Epoch 4029/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4934e-05
Epoch 4030/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4932e-05
Epoch 4031/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4931e-05
Epoch 4032/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4929e-05
Epoch 4033/5000
1/1 [==============================] - 0s 2ms/step - loss: 7.4927e-05
Epoch 4034/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4926e-05
Epoch 4035/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4924e-05
Epoch 4036/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4922e-05
Epoch 4037/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4921e-05
Epoch 4038/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4919e-05
Epoch 4039/5000
1/1 [==============================] - 0s 5ms/step - loss: 7.4918e-05
Epoch 4040/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4916e-05
Epoch 4041/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4915e-05
Epoch 4042/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4913e-05
Epoch 4043/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4912e-05
Epoch 4044/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4910e-05
Epoch 4045/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4909e-05
Epoch 4046/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4907e-05
Epoch 4047/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4906e-05
Epoch 4048/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4904e-05
Epoch 4049/5000
1/1 [==============================] - 0s 5ms/step - loss: 7.4903e-05
Epoch 4050/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4902e-05
Epoch 4051/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4900e-05
Epoch 4052/5000
1/1 [==============================] - 0s 5ms/step - loss: 7.4899e-05
Epoch 4053/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4897e-05
Epoch 4054/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4896e-05
Epoch 4055/5000
1/1 [==============================] - 0s 5ms/step - loss: 7.4895e-05
Epoch 4056/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4893e-05
Epoch 4057/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4892e-05
Epoch 4058/5000
1/1 [==============================] - 0s 5ms/step - loss: 7.4890e-05
Epoch 4059/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4889e-05
Epoch 4060/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4888e-05
Epoch 4061/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4887e-05
Epoch 4062/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4885e-05
Epoch 4063/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4884e-05
Epoch 4064/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4883e-05
Epoch 4065/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4881e-05
Epoch 4066/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4880e-05
Epoch 4067/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4879e-05
Epoch 4068/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4878e-05
Epoch 4069/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4876e-05
Epoch 4070/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4875e-05
Epoch 4071/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4874e-05
Epoch 4072/5000
1/1 [==============================] - 0s 6ms/step - loss: 7.4873e-05
Epoch 4073/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4871e-05
Epoch 4074/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4870e-05
Epoch 4075/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4869e-05
Epoch 4076/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4868e-05
Epoch 4077/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4867e-05
Epoch 4078/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4866e-05
Epoch 4079/5000
1/1 [==============================] - 0s 5ms/step - loss: 7.4864e-05
Epoch 4080/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4863e-05
Epoch 4081/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4862e-05
Epoch 4082/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4861e-05
Epoch 4083/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4860e-05
Epoch 4084/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4859e-05
Epoch 4085/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4858e-05
Epoch 4086/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4857e-05
Epoch 4087/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4856e-05
Epoch 4088/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4854e-05
Epoch 4089/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4853e-05
Epoch 4090/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4852e-05
Epoch 4091/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4851e-05
Epoch 4092/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4850e-05
Epoch 4093/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4849e-05
Epoch 4094/5000
1/1 [==============================] - 0s 5ms/step - loss: 7.4848e-05
Epoch 4095/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4847e-05
Epoch 4096/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4846e-05
Epoch 4097/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4845e-05
Epoch 4098/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4844e-05
Epoch 4099/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4843e-05
Epoch 4100/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4842e-05
Epoch 4101/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4841e-05
Epoch 4102/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4840e-05
Epoch 4103/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4839e-05
Epoch 4104/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4838e-05
Epoch 4105/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4837e-05
Epoch 4106/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4836e-05
Epoch 4107/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4836e-05
Epoch 4108/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4835e-05
Epoch 4109/5000
1/1 [==============================] - 0s 2ms/step - loss: 7.4834e-05
Epoch 4110/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4833e-05
Epoch 4111/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4832e-05
Epoch 4112/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4831e-05
Epoch 4113/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4830e-05
Epoch 4114/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4829e-05
Epoch 4115/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4828e-05
Epoch 4116/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4828e-05
Epoch 4117/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4827e-05
Epoch 4118/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4826e-05
Epoch 4119/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4825e-05
Epoch 4120/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4824e-05
Epoch 4121/5000
1/1 [==============================] - 0s 2ms/step - loss: 7.4823e-05
Epoch 4122/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4822e-05
Epoch 4123/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4822e-05
Epoch 4124/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4821e-05
Epoch 4125/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4820e-05
Epoch 4126/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4819e-05
Epoch 4127/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4818e-05
Epoch 4128/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4818e-05
Epoch 4129/5000
1/1 [==============================] - 0s 5ms/step - loss: 7.4817e-05
Epoch 4130/5000
1/1 [==============================] - 0s 2ms/step - loss: 7.4816e-05
Epoch 4131/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4815e-05
Epoch 4132/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4815e-05
Epoch 4133/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4814e-05
Epoch 4134/5000
1/1 [==============================] - 0s 2ms/step - loss: 7.4813e-05
Epoch 4135/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4812e-05
Epoch 4136/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4812e-05
Epoch 4137/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4811e-05
Epoch 4138/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4810e-05
Epoch 4139/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4809e-05
Epoch 4140/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4809e-05
Epoch 4141/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4808e-05
Epoch 4142/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4807e-05
Epoch 4143/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4806e-05
Epoch 4144/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4806e-05
Epoch 4145/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4805e-05
Epoch 4146/5000
1/1 [==============================] - 0s 5ms/step - loss: 7.4804e-05
Epoch 4147/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4804e-05
Epoch 4148/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4803e-05
Epoch 4149/5000
1/1 [==============================] - 0s 5ms/step - loss: 7.4802e-05
Epoch 4150/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4802e-05
Epoch 4151/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4801e-05
Epoch 4152/5000
1/1 [==============================] - 0s 5ms/step - loss: 7.4800e-05
Epoch 4153/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4800e-05
Epoch 4154/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4799e-05
Epoch 4155/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4798e-05
Epoch 4156/5000
1/1 [==============================] - 0s 5ms/step - loss: 7.4798e-05
Epoch 4157/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4797e-05
Epoch 4158/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4797e-05
Epoch 4159/5000
1/1 [==============================] - 0s 5ms/step - loss: 7.4796e-05
Epoch 4160/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4795e-05
Epoch 4161/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4795e-05
Epoch 4162/5000
1/1 [==============================] - 0s 5ms/step - loss: 7.4794e-05
Epoch 4163/5000
1/1 [==============================] - 0s 2ms/step - loss: 7.4794e-05
Epoch 4164/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4793e-05
Epoch 4165/5000
1/1 [==============================] - 0s 2ms/step - loss: 7.4792e-05
Epoch 4166/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4792e-05
Epoch 4167/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4791e-05
Epoch 4168/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4791e-05
Epoch 4169/5000
1/1 [==============================] - 0s 5ms/step - loss: 7.4790e-05
Epoch 4170/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4789e-05
Epoch 4171/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4789e-05
Epoch 4172/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4788e-05
Epoch 4173/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4788e-05
Epoch 4174/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4787e-05
Epoch 4175/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4787e-05
Epoch 4176/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4786e-05
Epoch 4177/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4786e-05
Epoch 4178/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4785e-05
Epoch 4179/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4785e-05
Epoch 4180/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4784e-05
Epoch 4181/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4783e-05
Epoch 4182/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4783e-05
Epoch 4183/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4782e-05
Epoch 4184/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4782e-05
Epoch 4185/5000
1/1 [==============================] - 0s 2ms/step - loss: 7.4781e-05
Epoch 4186/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4781e-05
Epoch 4187/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4780e-05
Epoch 4188/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4780e-05
Epoch 4189/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4779e-05
Epoch 4190/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4779e-05
Epoch 4191/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4778e-05
Epoch 4192/5000
1/1 [==============================] - 0s 2ms/step - loss: 7.4778e-05
Epoch 4193/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4778e-05
Epoch 4194/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4777e-05
Epoch 4195/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4777e-05
Epoch 4196/5000
1/1 [==============================] - 0s 5ms/step - loss: 7.4776e-05
Epoch 4197/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4776e-05
Epoch 4198/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4775e-05
Epoch 4199/5000
1/1 [==============================] - 0s 2ms/step - loss: 7.4775e-05
Epoch 4200/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4774e-05
Epoch 4201/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4774e-05
Epoch 4202/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4773e-05
Epoch 4203/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4773e-05
Epoch 4204/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4773e-05
Epoch 4205/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4772e-05
Epoch 4206/5000
1/1 [==============================] - 0s 5ms/step - loss: 7.4772e-05
Epoch 4207/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4771e-05
Epoch 4208/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4771e-05
Epoch 4209/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4770e-05
Epoch 4210/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4770e-05
Epoch 4211/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4770e-05
Epoch 4212/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4769e-05
Epoch 4213/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4769e-05
Epoch 4214/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4768e-05
Epoch 4215/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4768e-05
Epoch 4216/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4768e-05
Epoch 4217/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4767e-05
Epoch 4218/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4767e-05
Epoch 4219/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4767e-05
Epoch 4220/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4766e-05
Epoch 4221/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4766e-05
Epoch 4222/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4765e-05
Epoch 4223/5000
1/1 [==============================] - 0s 5ms/step - loss: 7.4765e-05
Epoch 4224/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4765e-05
Epoch 4225/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4764e-05
Epoch 4226/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4764e-05
Epoch 4227/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4764e-05
Epoch 4228/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4763e-05
Epoch 4229/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4763e-05
Epoch 4230/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4763e-05
Epoch 4231/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4762e-05
Epoch 4232/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4762e-05
Epoch 4233/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4761e-05
Epoch 4234/5000
1/1 [==============================] - 0s 5ms/step - loss: 7.4761e-05
Epoch 4235/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4761e-05
Epoch 4236/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4760e-05
Epoch 4237/5000
1/1 [==============================] - 0s 5ms/step - loss: 7.4760e-05
Epoch 4238/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4760e-05
Epoch 4239/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4759e-05
Epoch 4240/5000
1/1 [==============================] - 0s 5ms/step - loss: 7.4759e-05
Epoch 4241/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4759e-05
Epoch 4242/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4759e-05
Epoch 4243/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4758e-05
Epoch 4244/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4758e-05
Epoch 4245/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4758e-05
Epoch 4246/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4757e-05
Epoch 4247/5000
1/1 [==============================] - 0s 5ms/step - loss: 7.4757e-05
Epoch 4248/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4757e-05
Epoch 4249/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4756e-05
Epoch 4250/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4756e-05
Epoch 4251/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4756e-05
Epoch 4252/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4756e-05
Epoch 4253/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4755e-05
Epoch 4254/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4755e-05
Epoch 4255/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4755e-05
Epoch 4256/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4754e-05
Epoch 4257/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4754e-05
Epoch 4258/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4754e-05
Epoch 4259/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4754e-05
Epoch 4260/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4753e-05
Epoch 4261/5000
1/1 [==============================] - 0s 5ms/step - loss: 7.4753e-05
Epoch 4262/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4753e-05
Epoch 4263/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4752e-05
Epoch 4264/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4752e-05
Epoch 4265/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4752e-05
Epoch 4266/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4752e-05
Epoch 4267/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4751e-05
Epoch 4268/5000
1/1 [==============================] - 0s 5ms/step - loss: 7.4751e-05
Epoch 4269/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4751e-05
Epoch 4270/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4751e-05
Epoch 4271/5000
1/1 [==============================] - 0s 6ms/step - loss: 7.4750e-05
Epoch 4272/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4750e-05
Epoch 4273/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4750e-05
Epoch 4274/5000
1/1 [==============================] - 0s 5ms/step - loss: 7.4750e-05
Epoch 4275/5000
1/1 [==============================] - 0s 5ms/step - loss: 7.4749e-05
Epoch 4276/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4749e-05
Epoch 4277/5000
1/1 [==============================] - 0s 5ms/step - loss: 7.4749e-05
Epoch 4278/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4749e-05
Epoch 4279/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4749e-05
Epoch 4280/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4748e-05
Epoch 4281/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4748e-05
Epoch 4282/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4748e-05
Epoch 4283/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4748e-05
Epoch 4284/5000
1/1 [==============================] - 0s 5ms/step - loss: 7.4747e-05
Epoch 4285/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4747e-05
Epoch 4286/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4747e-05
Epoch 4287/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4747e-05
Epoch 4288/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4746e-05
Epoch 4289/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4746e-05
Epoch 4290/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4746e-05
Epoch 4291/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4746e-05
Epoch 4292/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4746e-05
Epoch 4293/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4745e-05
Epoch 4294/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4745e-05
Epoch 4295/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4745e-05
Epoch 4296/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4745e-05
Epoch 4297/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4745e-05
Epoch 4298/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4744e-05
Epoch 4299/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4744e-05
Epoch 4300/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4744e-05
Epoch 4301/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4744e-05
Epoch 4302/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4744e-05
Epoch 4303/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4743e-05
Epoch 4304/5000
1/1 [==============================] - 0s 2ms/step - loss: 7.4743e-05
Epoch 4305/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4743e-05
Epoch 4306/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4743e-05
Epoch 4307/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4743e-05
Epoch 4308/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4743e-05
Epoch 4309/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4742e-05
Epoch 4310/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4742e-05
Epoch 4311/5000
1/1 [==============================] - 0s 2ms/step - loss: 7.4742e-05
Epoch 4312/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4742e-05
Epoch 4313/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4742e-05
Epoch 4314/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4741e-05
Epoch 4315/5000
1/1 [==============================] - 0s 5ms/step - loss: 7.4741e-05
Epoch 4316/5000
1/1 [==============================] - 0s 2ms/step - loss: 7.4741e-05
Epoch 4317/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4741e-05
Epoch 4318/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4741e-05
Epoch 4319/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4741e-05
Epoch 4320/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4740e-05
Epoch 4321/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4740e-05
Epoch 4322/5000
1/1 [==============================] - 0s 5ms/step - loss: 7.4740e-05
Epoch 4323/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4740e-05
Epoch 4324/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4740e-05
Epoch 4325/5000
1/1 [==============================] - 0s 5ms/step - loss: 7.4740e-05
Epoch 4326/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4740e-05
Epoch 4327/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4739e-05
Epoch 4328/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4739e-05
Epoch 4329/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4739e-05
Epoch 4330/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4739e-05
Epoch 4331/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4739e-05
Epoch 4332/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4739e-05
Epoch 4333/5000
1/1 [==============================] - 0s 2ms/step - loss: 7.4738e-05
Epoch 4334/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4738e-05
Epoch 4335/5000
1/1 [==============================] - 0s 5ms/step - loss: 7.4738e-05
Epoch 4336/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4738e-05
Epoch 4337/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4738e-05
Epoch 4338/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4738e-05
Epoch 4339/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4738e-05
Epoch 4340/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4737e-05
Epoch 4341/5000
1/1 [==============================] - 0s 5ms/step - loss: 7.4737e-05
Epoch 4342/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4737e-05
Epoch 4343/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4737e-05
Epoch 4344/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4737e-05
Epoch 4345/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4737e-05
Epoch 4346/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4737e-05
Epoch 4347/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4737e-05
Epoch 4348/5000
1/1 [==============================] - 0s 5ms/step - loss: 7.4736e-05
Epoch 4349/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4736e-05
Epoch 4350/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4736e-05
Epoch 4351/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4736e-05
Epoch 4352/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4736e-05
Epoch 4353/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4736e-05
Epoch 4354/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4736e-05
Epoch 4355/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4736e-05
Epoch 4356/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4735e-05
Epoch 4357/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4735e-05
Epoch 4358/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4735e-05
Epoch 4359/5000
1/1 [==============================] - 0s 2ms/step - loss: 7.4735e-05
Epoch 4360/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4735e-05
Epoch 4361/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4735e-05
Epoch 4362/5000
1/1 [==============================] - 0s 5ms/step - loss: 7.4735e-05
Epoch 4363/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4735e-05
Epoch 4364/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4735e-05
Epoch 4365/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4734e-05
Epoch 4366/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4734e-05
Epoch 4367/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4734e-05
Epoch 4368/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4734e-05
Epoch 4369/5000
1/1 [==============================] - 0s 5ms/step - loss: 7.4734e-05
Epoch 4370/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4734e-05
Epoch 4371/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4734e-05
Epoch 4372/5000
1/1 [==============================] - 0s 5ms/step - loss: 7.4734e-05
Epoch 4373/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4734e-05
Epoch 4374/5000
1/1 [==============================] - 0s 2ms/step - loss: 7.4733e-05
Epoch 4375/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4733e-05
Epoch 4376/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4733e-05
Epoch 4377/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4733e-05
Epoch 4378/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4733e-05
Epoch 4379/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4733e-05
Epoch 4380/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4733e-05
Epoch 4381/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4733e-05
Epoch 4382/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4733e-05
Epoch 4383/5000
1/1 [==============================] - 0s 5ms/step - loss: 7.4733e-05
Epoch 4384/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4732e-05
Epoch 4385/5000
1/1 [==============================] - 0s 2ms/step - loss: 7.4732e-05
Epoch 4386/5000
1/1 [==============================] - 0s 2ms/step - loss: 7.4732e-05
Epoch 4387/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4732e-05
Epoch 4388/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4732e-05
Epoch 4389/5000
1/1 [==============================] - 0s 2ms/step - loss: 7.4732e-05
Epoch 4390/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4732e-05
Epoch 4391/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4732e-05
Epoch 4392/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4732e-05
Epoch 4393/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4732e-05
Epoch 4394/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4732e-05
Epoch 4395/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4732e-05
Epoch 4396/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4731e-05
Epoch 4397/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4731e-05
Epoch 4398/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4731e-05
Epoch 4399/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4731e-05
Epoch 4400/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4731e-05
Epoch 4401/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4731e-05
Epoch 4402/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4731e-05
Epoch 4403/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4731e-05
Epoch 4404/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4731e-05
Epoch 4405/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4731e-05
Epoch 4406/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4731e-05
Epoch 4407/5000
1/1 [==============================] - 0s 2ms/step - loss: 7.4731e-05
Epoch 4408/5000
1/1 [==============================] - 0s 5ms/step - loss: 7.4730e-05
Epoch 4409/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4730e-05
Epoch 4410/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4730e-05
Epoch 4411/5000
1/1 [==============================] - 0s 2ms/step - loss: 7.4730e-05
Epoch 4412/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4730e-05
Epoch 4413/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4730e-05
Epoch 4414/5000
1/1 [==============================] - 0s 2ms/step - loss: 7.4730e-05
Epoch 4415/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4730e-05
Epoch 4416/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4730e-05
Epoch 4417/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4730e-05
Epoch 4418/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4730e-05
Epoch 4419/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4730e-05
Epoch 4420/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4730e-05
Epoch 4421/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4730e-05
Epoch 4422/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4730e-05
Epoch 4423/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4729e-05
Epoch 4424/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4729e-05
Epoch 4425/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4729e-05
Epoch 4426/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4729e-05
Epoch 4427/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4729e-05
Epoch 4428/5000
1/1 [==============================] - 0s 2ms/step - loss: 7.4729e-05
Epoch 4429/5000
1/1 [==============================] - 0s 5ms/step - loss: 7.4729e-05
Epoch 4430/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4729e-05
Epoch 4431/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4729e-05
Epoch 4432/5000
1/1 [==============================] - 0s 5ms/step - loss: 7.4729e-05
Epoch 4433/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4729e-05
Epoch 4434/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4729e-05
Epoch 4435/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4729e-05
Epoch 4436/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4729e-05
Epoch 4437/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4729e-05
Epoch 4438/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4728e-05
Epoch 4439/5000
1/1 [==============================] - 0s 5ms/step - loss: 7.4728e-05
Epoch 4440/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4728e-05
Epoch 4441/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4728e-05
Epoch 4442/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4728e-05
Epoch 4443/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4728e-05
Epoch 4444/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4728e-05
Epoch 4445/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4728e-05
Epoch 4446/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4728e-05
Epoch 4447/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4728e-05
Epoch 4448/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4728e-05
Epoch 4449/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4728e-05
Epoch 4450/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4728e-05
Epoch 4451/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4728e-05
Epoch 4452/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4728e-05
Epoch 4453/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4728e-05
Epoch 4454/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4728e-05
Epoch 4455/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4728e-05
Epoch 4456/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4728e-05
Epoch 4457/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4728e-05
Epoch 4458/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4727e-05
Epoch 4459/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4727e-05
Epoch 4460/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4727e-05
Epoch 4461/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4727e-05
Epoch 4462/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4727e-05
Epoch 4463/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4727e-05
Epoch 4464/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4727e-05
Epoch 4465/5000
1/1 [==============================] - 0s 2ms/step - loss: 7.4727e-05
Epoch 4466/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4727e-05
Epoch 4467/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4727e-05
Epoch 4468/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4727e-05
Epoch 4469/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4727e-05
Epoch 4470/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4727e-05
Epoch 4471/5000
1/1 [==============================] - 0s 2ms/step - loss: 7.4727e-05
Epoch 4472/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4727e-05
Epoch 4473/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4727e-05
Epoch 4474/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4727e-05
Epoch 4475/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4727e-05
Epoch 4476/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4727e-05
Epoch 4477/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4727e-05
Epoch 4478/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4727e-05
Epoch 4479/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4727e-05
Epoch 4480/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4727e-05
Epoch 4481/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4726e-05
Epoch 4482/5000
1/1 [==============================] - 0s 5ms/step - loss: 7.4726e-05
Epoch 4483/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4726e-05
Epoch 4484/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4726e-05
Epoch 4485/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4726e-05
Epoch 4486/5000
1/1 [==============================] - 0s 5ms/step - loss: 7.4726e-05
Epoch 4487/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4726e-05
Epoch 4488/5000
1/1 [==============================] - 0s 2ms/step - loss: 7.4726e-05
Epoch 4489/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4726e-05
Epoch 4490/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4726e-05
Epoch 4491/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4726e-05
Epoch 4492/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4726e-05
Epoch 4493/5000
1/1 [==============================] - 0s 5ms/step - loss: 7.4726e-05
Epoch 4494/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4726e-05
Epoch 4495/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4726e-05
Epoch 4496/5000
1/1 [==============================] - 0s 5ms/step - loss: 7.4726e-05
Epoch 4497/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4726e-05
Epoch 4498/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4726e-05
Epoch 4499/5000
1/1 [==============================] - 0s 2ms/step - loss: 7.4726e-05
Epoch 4500/5000
1/1 [==============================] - 0s 5ms/step - loss: 7.4726e-05
Epoch 4501/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4726e-05
Epoch 4502/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4726e-05
Epoch 4503/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4726e-05
Epoch 4504/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4726e-05
Epoch 4505/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4726e-05
Epoch 4506/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4726e-05
Epoch 4507/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4726e-05
Epoch 4508/5000
1/1 [==============================] - 0s 2ms/step - loss: 7.4726e-05
Epoch 4509/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4726e-05
Epoch 4510/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4726e-05
Epoch 4511/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4726e-05
Epoch 4512/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4725e-05
Epoch 4513/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4725e-05
Epoch 4514/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4725e-05
Epoch 4515/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4725e-05
Epoch 4516/5000
1/1 [==============================] - 0s 2ms/step - loss: 7.4725e-05
Epoch 4517/5000
1/1 [==============================] - 0s 2ms/step - loss: 7.4725e-05
Epoch 4518/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4725e-05
Epoch 4519/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4725e-05
Epoch 4520/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4725e-05
Epoch 4521/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4725e-05
Epoch 4522/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4725e-05
Epoch 4523/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4725e-05
Epoch 4524/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4725e-05
Epoch 4525/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4725e-05
Epoch 4526/5000
1/1 [==============================] - 0s 2ms/step - loss: 7.4725e-05
Epoch 4527/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4725e-05
Epoch 4528/5000
1/1 [==============================] - 0s 2ms/step - loss: 7.4725e-05
Epoch 4529/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4725e-05
Epoch 4530/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4725e-05
Epoch 4531/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4725e-05
Epoch 4532/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4725e-05
Epoch 4533/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4725e-05
Epoch 4534/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4725e-05
Epoch 4535/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4725e-05
Epoch 4536/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4725e-05
Epoch 4537/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4725e-05
Epoch 4538/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4725e-05
Epoch 4539/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4725e-05
Epoch 4540/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4725e-05
Epoch 4541/5000
1/1 [==============================] - 0s 5ms/step - loss: 7.4725e-05
Epoch 4542/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4725e-05
Epoch 4543/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4725e-05
Epoch 4544/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4725e-05
Epoch 4545/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4725e-05
Epoch 4546/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4725e-05
Epoch 4547/5000
1/1 [==============================] - 0s 5ms/step - loss: 7.4725e-05
Epoch 4548/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4725e-05
Epoch 4549/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4725e-05
Epoch 4550/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4725e-05
Epoch 4551/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4725e-05
Epoch 4552/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4725e-05
Epoch 4553/5000
1/1 [==============================] - 0s 2ms/step - loss: 7.4725e-05
Epoch 4554/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4725e-05
Epoch 4555/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4724e-05
Epoch 4556/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4724e-05
Epoch 4557/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4724e-05
Epoch 4558/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4724e-05
Epoch 4559/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4724e-05
Epoch 4560/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4724e-05
Epoch 4561/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4724e-05
Epoch 4562/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4724e-05
Epoch 4563/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4724e-05
Epoch 4564/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4724e-05
Epoch 4565/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4724e-05
Epoch 4566/5000
1/1 [==============================] - 0s 6ms/step - loss: 7.4724e-05
Epoch 4567/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4724e-05
Epoch 4568/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4724e-05
Epoch 4569/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4724e-05
Epoch 4570/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4724e-05
Epoch 4571/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4724e-05
Epoch 4572/5000
1/1 [==============================] - 0s 6ms/step - loss: 7.4724e-05
Epoch 4573/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4724e-05
Epoch 4574/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4724e-05
Epoch 4575/5000
1/1 [==============================] - 0s 6ms/step - loss: 7.4724e-05
Epoch 4576/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4724e-05
Epoch 4577/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4724e-05
Epoch 4578/5000
1/1 [==============================] - 0s 5ms/step - loss: 7.4724e-05
Epoch 4579/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4724e-05
Epoch 4580/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4724e-05
Epoch 4581/5000
1/1 [==============================] - 0s 6ms/step - loss: 7.4724e-05
Epoch 4582/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4724e-05
Epoch 4583/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4724e-05
Epoch 4584/5000
1/1 [==============================] - 0s 6ms/step - loss: 7.4724e-05
Epoch 4585/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4724e-05
Epoch 4586/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4724e-05
Epoch 4587/5000
1/1 [==============================] - 0s 6ms/step - loss: 7.4724e-05
Epoch 4588/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4724e-05
Epoch 4589/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4724e-05
Epoch 4590/5000
1/1 [==============================] - 0s 6ms/step - loss: 7.4724e-05
Epoch 4591/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4724e-05
Epoch 4592/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4724e-05
Epoch 4593/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4724e-05
Epoch 4594/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4724e-05
Epoch 4595/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4724e-05
Epoch 4596/5000
1/1 [==============================] - 0s 5ms/step - loss: 7.4724e-05
Epoch 4597/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4724e-05
Epoch 4598/5000
1/1 [==============================] - 0s 2ms/step - loss: 7.4724e-05
Epoch 4599/5000
1/1 [==============================] - 0s 5ms/step - loss: 7.4724e-05
Epoch 4600/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4724e-05
Epoch 4601/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4724e-05
Epoch 4602/5000
1/1 [==============================] - 0s 5ms/step - loss: 7.4724e-05
Epoch 4603/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4724e-05
Epoch 4604/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4724e-05
Epoch 4605/5000
1/1 [==============================] - 0s 5ms/step - loss: 7.4724e-05
Epoch 4606/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4724e-05
Epoch 4607/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4724e-05
Epoch 4608/5000
1/1 [==============================] - 0s 6ms/step - loss: 7.4724e-05
Epoch 4609/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4724e-05
Epoch 4610/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4724e-05
Epoch 4611/5000
1/1 [==============================] - 0s 5ms/step - loss: 7.4724e-05
Epoch 4612/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4724e-05
Epoch 4613/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4724e-05
Epoch 4614/5000
1/1 [==============================] - 0s 5ms/step - loss: 7.4724e-05
Epoch 4615/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4724e-05
Epoch 4616/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4724e-05
Epoch 4617/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4724e-05
Epoch 4618/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4724e-05
Epoch 4619/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4724e-05
Epoch 4620/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4724e-05
Epoch 4621/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4724e-05
Epoch 4622/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4724e-05
Epoch 4623/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4724e-05
Epoch 4624/5000
1/1 [==============================] - 0s 5ms/step - loss: 7.4724e-05
Epoch 4625/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4724e-05
Epoch 4626/5000
1/1 [==============================] - 0s 2ms/step - loss: 7.4724e-05
Epoch 4627/5000
1/1 [==============================] - 0s 13ms/step - loss: 7.4724e-05
Epoch 4628/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4724e-05
Epoch 4629/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4724e-05
Epoch 4630/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4631/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4723e-05
Epoch 4632/5000
1/1 [==============================] - 0s 5ms/step - loss: 7.4723e-05
Epoch 4633/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4634/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4723e-05
Epoch 4635/5000
1/1 [==============================] - 0s 5ms/step - loss: 7.4723e-05
Epoch 4636/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4723e-05
Epoch 4637/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4723e-05
Epoch 4638/5000
1/1 [==============================] - 0s 5ms/step - loss: 7.4723e-05
Epoch 4639/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4640/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4723e-05
Epoch 4641/5000
1/1 [==============================] - 0s 6ms/step - loss: 7.4723e-05
Epoch 4642/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4643/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4723e-05
Epoch 4644/5000
1/1 [==============================] - 0s 5ms/step - loss: 7.4723e-05
Epoch 4645/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4646/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4647/5000
1/1 [==============================] - 0s 5ms/step - loss: 7.4723e-05
Epoch 4648/5000
1/1 [==============================] - 0s 2ms/step - loss: 7.4723e-05
Epoch 4649/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4650/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4651/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4723e-05
Epoch 4652/5000
1/1 [==============================] - 0s 2ms/step - loss: 7.4723e-05
Epoch 4653/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4654/5000
1/1 [==============================] - 0s 5ms/step - loss: 7.4723e-05
Epoch 4655/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4656/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4657/5000
1/1 [==============================] - 0s 5ms/step - loss: 7.4723e-05
Epoch 4658/5000
1/1 [==============================] - 0s 2ms/step - loss: 7.4723e-05
Epoch 4659/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4660/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4723e-05
Epoch 4661/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4662/5000
1/1 [==============================] - 0s 2ms/step - loss: 7.4723e-05
Epoch 4663/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4664/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4665/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4666/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4667/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4668/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4669/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4670/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4723e-05
Epoch 4671/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4672/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4723e-05
Epoch 4673/5000
1/1 [==============================] - 0s 6ms/step - loss: 7.4723e-05
Epoch 4674/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4723e-05
Epoch 4675/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4676/5000
1/1 [==============================] - 0s 5ms/step - loss: 7.4723e-05
Epoch 4677/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4723e-05
Epoch 4678/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4679/5000
1/1 [==============================] - 0s 6ms/step - loss: 7.4723e-05
Epoch 4680/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4681/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4682/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4683/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4684/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4685/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4686/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4687/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4688/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4689/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4723e-05
Epoch 4690/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4691/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4692/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4723e-05
Epoch 4693/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4723e-05
Epoch 4694/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4695/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4696/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4723e-05
Epoch 4697/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4698/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4699/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4723e-05
Epoch 4700/5000
1/1 [==============================] - 0s 2ms/step - loss: 7.4723e-05
Epoch 4701/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4702/5000
1/1 [==============================] - 0s 2ms/step - loss: 7.4723e-05
Epoch 4703/5000
1/1 [==============================] - 0s 5ms/step - loss: 7.4723e-05
Epoch 4704/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4705/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4706/5000
1/1 [==============================] - 0s 2ms/step - loss: 7.4723e-05
Epoch 4707/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4723e-05
Epoch 4708/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4709/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4710/5000
1/1 [==============================] - 0s 5ms/step - loss: 7.4723e-05
Epoch 4711/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4712/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4713/5000
1/1 [==============================] - 0s 2ms/step - loss: 7.4723e-05
Epoch 4714/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4723e-05
Epoch 4715/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4716/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4717/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4718/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4719/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4720/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4721/5000
1/1 [==============================] - 0s 5ms/step - loss: 7.4723e-05
Epoch 4722/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4723/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4723e-05
Epoch 4724/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4723e-05
Epoch 4725/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4723e-05
Epoch 4726/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4727/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4723e-05
Epoch 4728/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4723e-05
Epoch 4729/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4730/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4723e-05
Epoch 4731/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4732/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4733/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4734/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4723e-05
Epoch 4735/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4736/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4737/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4723e-05
Epoch 4738/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4739/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4723e-05
Epoch 4740/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4741/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4742/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4743/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4744/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4723e-05
Epoch 4745/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4746/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4747/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4748/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4749/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4750/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4751/5000
1/1 [==============================] - 0s 5ms/step - loss: 7.4723e-05
Epoch 4752/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4753/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4754/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4723e-05
Epoch 4755/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4756/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4723e-05
Epoch 4757/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4758/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4723e-05
Epoch 4759/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4760/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4761/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4762/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4763/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4764/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4765/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4723e-05
Epoch 4766/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4767/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4768/5000
1/1 [==============================] - 0s 2ms/step - loss: 7.4723e-05
Epoch 4769/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4770/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4771/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4772/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4723e-05
Epoch 4773/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4774/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4775/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4776/5000
1/1 [==============================] - 0s 5ms/step - loss: 7.4723e-05
Epoch 4777/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4778/5000
1/1 [==============================] - 0s 2ms/step - loss: 7.4723e-05
Epoch 4779/5000
1/1 [==============================] - 0s 2ms/step - loss: 7.4723e-05
Epoch 4780/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4781/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4782/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4783/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4723e-05
Epoch 4784/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4785/5000
1/1 [==============================] - 0s 2ms/step - loss: 7.4723e-05
Epoch 4786/5000
1/1 [==============================] - 0s 2ms/step - loss: 7.4723e-05
Epoch 4787/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4788/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4723e-05
Epoch 4789/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4790/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4723e-05
Epoch 4791/5000
1/1 [==============================] - 0s 2ms/step - loss: 7.4723e-05
Epoch 4792/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4793/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4794/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4723e-05
Epoch 4795/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4796/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4797/5000
1/1 [==============================] - 0s 2ms/step - loss: 7.4723e-05
Epoch 4798/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4799/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4800/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4801/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4723e-05
Epoch 4802/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4803/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4804/5000
1/1 [==============================] - 0s 2ms/step - loss: 7.4723e-05
Epoch 4805/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4723e-05
Epoch 4806/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4807/5000
1/1 [==============================] - 0s 2ms/step - loss: 7.4723e-05
Epoch 4808/5000
1/1 [==============================] - 0s 2ms/step - loss: 7.4723e-05
Epoch 4809/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4810/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4811/5000
1/1 [==============================] - 0s 2ms/step - loss: 7.4723e-05
Epoch 4812/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4723e-05
Epoch 4813/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4814/5000
1/1 [==============================] - 0s 2ms/step - loss: 7.4723e-05
Epoch 4815/5000
1/1 [==============================] - 0s 2ms/step - loss: 7.4723e-05
Epoch 4816/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4723e-05
Epoch 4817/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4818/5000
1/1 [==============================] - 0s 2ms/step - loss: 7.4723e-05
Epoch 4819/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4820/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4821/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4822/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4823/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4723e-05
Epoch 4824/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4825/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4826/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4827/5000
1/1 [==============================] - 0s 5ms/step - loss: 7.4723e-05
Epoch 4828/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4829/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4830/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4831/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4832/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4833/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4834/5000
1/1 [==============================] - 0s 5ms/step - loss: 7.4723e-05
Epoch 4835/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4836/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4837/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4838/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4723e-05
Epoch 4839/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4840/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4723e-05
Epoch 4841/5000
1/1 [==============================] - 0s 5ms/step - loss: 7.4723e-05
Epoch 4842/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4843/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4844/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4723e-05
Epoch 4845/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4846/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4723e-05
Epoch 4847/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4848/5000
1/1 [==============================] - 0s 5ms/step - loss: 7.4723e-05
Epoch 4849/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4723e-05
Epoch 4850/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4851/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4723e-05
Epoch 4852/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4853/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4854/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4855/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4856/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4857/5000
1/1 [==============================] - 0s 2ms/step - loss: 7.4723e-05
Epoch 4858/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4723e-05
Epoch 4859/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4723e-05
Epoch 4860/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4723e-05
Epoch 4861/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4723e-05
Epoch 4862/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4863/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4864/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4865/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4723e-05
Epoch 4866/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4867/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4868/5000
1/1 [==============================] - 0s 5ms/step - loss: 7.4723e-05
Epoch 4869/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4870/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4871/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4872/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4873/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4874/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4875/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4723e-05
Epoch 4876/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4877/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4878/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4879/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4880/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4881/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4882/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4723e-05
Epoch 4883/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4884/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4885/5000
1/1 [==============================] - 0s 5ms/step - loss: 7.4723e-05
Epoch 4886/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4887/5000
1/1 [==============================] - 0s 2ms/step - loss: 7.4723e-05
Epoch 4888/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4889/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4723e-05
Epoch 4890/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4891/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4892/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4893/5000
1/1 [==============================] - 0s 2ms/step - loss: 7.4723e-05
Epoch 4894/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4895/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4896/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4723e-05
Epoch 4897/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4898/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4899/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4900/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4723e-05
Epoch 4901/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4902/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4723e-05
Epoch 4903/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4723e-05
Epoch 4904/5000
1/1 [==============================] - 0s 2ms/step - loss: 7.4723e-05
Epoch 4905/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4906/5000
1/1 [==============================] - 0s 2ms/step - loss: 7.4723e-05
Epoch 4907/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4908/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4909/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4910/5000
1/1 [==============================] - 0s 5ms/step - loss: 7.4723e-05
Epoch 4911/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4912/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4913/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4914/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4723e-05
Epoch 4915/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4916/5000
1/1 [==============================] - 0s 2ms/step - loss: 7.4723e-05
Epoch 4917/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4723e-05
Epoch 4918/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4919/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4920/5000
1/1 [==============================] - 0s 2ms/step - loss: 7.4723e-05
Epoch 4921/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4723e-05
Epoch 4922/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4923/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4924/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4723e-05
Epoch 4925/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4926/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4927/5000
1/1 [==============================] - 0s 2ms/step - loss: 7.4723e-05
Epoch 4928/5000
1/1 [==============================] - 0s 5ms/step - loss: 7.4723e-05
Epoch 4929/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4930/5000
1/1 [==============================] - 0s 2ms/step - loss: 7.4723e-05
Epoch 4931/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4723e-05
Epoch 4932/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4933/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4934/5000
1/1 [==============================] - 0s 2ms/step - loss: 7.4723e-05
Epoch 4935/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4723e-05
Epoch 4936/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4937/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4938/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4723e-05
Epoch 4939/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4940/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4941/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4942/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4943/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4944/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4945/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4723e-05
Epoch 4946/5000
1/1 [==============================] - 0s 2ms/step - loss: 7.4723e-05
Epoch 4947/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4948/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4949/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4950/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4951/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4952/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4953/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4954/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4955/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4956/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4723e-05
Epoch 4957/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4958/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4959/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4960/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4723e-05
Epoch 4961/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4962/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4963/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4964/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4965/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4966/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4967/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4723e-05
Epoch 4968/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4969/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4970/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4971/5000
1/1 [==============================] - 0s 5ms/step - loss: 7.4723e-05
Epoch 4972/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4973/5000
1/1 [==============================] - 0s 2ms/step - loss: 7.4723e-05
Epoch 4974/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4975/5000
1/1 [==============================] - 0s 2ms/step - loss: 7.4723e-05
Epoch 4976/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4977/5000
1/1 [==============================] - 0s 2ms/step - loss: 7.4723e-05
Epoch 4978/5000
1/1 [==============================] - 0s 5ms/step - loss: 7.4723e-05
Epoch 4979/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4980/5000
1/1 [==============================] - 0s 2ms/step - loss: 7.4723e-05
Epoch 4981/5000
1/1 [==============================] - 0s 2ms/step - loss: 7.4723e-05
Epoch 4982/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4723e-05
Epoch 4983/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4723e-05
Epoch 4984/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4985/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4986/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4987/5000
1/1 [==============================] - 0s 13ms/step - loss: 7.4723e-05
Epoch 4988/5000
1/1 [==============================] - 0s 2ms/step - loss: 7.4723e-05
Epoch 4989/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4723e-05
Epoch 4990/5000
1/1 [==============================] - 0s 5ms/step - loss: 7.4723e-05
Epoch 4991/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4992/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4993/5000
1/1 [==============================] - 0s 4ms/step - loss: 7.4723e-05
Epoch 4994/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4995/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4996/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4997/5000
1/1 [==============================] - 0s 5ms/step - loss: 7.4723e-05
Epoch 4998/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05
Epoch 4999/5000
1/1 [==============================] - 0s 2ms/step - loss: 7.4723e-05
Epoch 5000/5000
1/1 [==============================] - 0s 3ms/step - loss: 7.4723e-05

6. 评估模型：

1
w,b = model.layers[0].get_weights()
1
w,b #y= x * 0.09857022 + 0.20028749
(array([[0.10365676]], dtype=float32), array([0.19845016], dtype=float32))

1
model.evaluate(X,y)
4/4 [==============================] - 0s 2ms/step - loss: 7.4723e-05





7.472271681763232e-05

1
2
#画线
plt.plot(history.epoch,history.history.get('loss')) 
[<matplotlib.lines.Line2D at 0x26ad998d190>]

png

7. 预测：

1
2
3
#4.1 预测值
pre_y= model.predict(X)
pre_y[0],y[0]
(array([0.26338983], dtype=float32), 0.2617343707698428)

1
2
3
# 4.2 图形
plt.scatter(X,y,color='r')
plt.plot(X,pre_y,color='b')
[<matplotlib.lines.Line2D at 0x26ad9a0a7f0>]

png

  1. 模拟两个输入的二元一次线性函数，y=W1X1+b1 + W2X2+b2

  2. 模拟三个个输入的三元一次线性函数，y=W1X1+b1 + W2X2+b2 + W3*X3+b3

Tags: Keras深度学习
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