My Learning Channel

ANN | 非线性回归

2022-09-18

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

import keras
from keras import layers

1. 准备数据：X, y

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#1.1 X值
X = np.linspace(-0.5,0.5,200)
noise = random.normal(0,0.02,X.shape)
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# 1.2 y值
y=np.square(X)+noise
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#1.3 查看数据分布
plt.scatter(X,y)
<matplotlib.collections.PathCollection at 0x19233ea1550>

png

2. 建模

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#1 建框架
model = keras.Sequential()
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#2 add层0-0  0-0-0
model.add(layers.Dense(units=10,input_dim=1,activation='tanh'))  #输入层
model.add(layers.Dense(1,activation='tanh')) #输出层
model.summary()
Model: "sequential"
_________________________________________________________________
 Layer (type)                Output Shape              Param #   
=================================================================
 dense (Dense)               (None, 10)                20        
                                                                 
 dense_1 (Dense)             (None, 1)                 11        
                                                                 
=================================================================
Total params: 31
Trainable params: 31
Non-trainable params: 0
_________________________________________________________________

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# 3 编译
model.compile(optimizer='adam',loss='mse')

3. 训练数据

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model.fit(X,y,batch_size=100,epochs=3000)
Epoch 1/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0133
Epoch 2/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0115
Epoch 3/3000
2/2 [==============================] - 0s 2ms/step - loss: 0.0100
Epoch 4/3000
2/2 [==============================] - 0s 5ms/step - loss: 0.0088
Epoch 5/3000
2/2 [==============================] - 0s 7ms/step - loss: 0.0079
Epoch 6/3000
2/2 [==============================] - 0s 12ms/step - loss: 0.0073
Epoch 7/3000
2/2 [==============================] - 0s 13ms/step - loss: 0.0068
Epoch 8/3000
2/2 [==============================] - 0s 5ms/step - loss: 0.0066
Epoch 9/3000
2/2 [==============================] - 0s 12ms/step - loss: 0.0064
Epoch 10/3000
2/2 [==============================] - 0s 2ms/step - loss: 0.0065
Epoch 11/3000
2/2 [==============================] - 0s 6ms/step - loss: 0.0065
Epoch 12/3000
2/2 [==============================] - 0s 10ms/step - loss: 0.0066
Epoch 13/3000
2/2 [==============================] - 0s 22ms/step - loss: 0.0067
Epoch 14/3000
2/2 [==============================] - 0s 9ms/step - loss: 0.0067
Epoch 15/3000
2/2 [==============================] - 0s 12ms/step - loss: 0.0067
Epoch 16/3000
2/2 [==============================] - 0s 12ms/step - loss: 0.0067
Epoch 17/3000
2/2 [==============================] - 0s 17ms/step - loss: 0.0066
Epoch 18/3000
2/2 [==============================] - 0s 11ms/step - loss: 0.0065
Epoch 19/3000
2/2 [==============================] - 0s 6ms/step - loss: 0.0065
Epoch 20/3000
2/2 [==============================] - 0s 21ms/step - loss: 0.0065
Epoch 21/3000
2/2 [==============================] - 0s 20ms/step - loss: 0.0065
Epoch 22/3000
2/2 [==============================] - 0s 14ms/step - loss: 0.0065
Epoch 23/3000
2/2 [==============================] - 0s 34ms/step - loss: 0.0065
Epoch 24/3000
2/2 [==============================] - 0s 13ms/step - loss: 0.0065
Epoch 25/3000
2/2 [==============================] - 0s 14ms/step - loss: 0.0065
Epoch 26/3000
2/2 [==============================] - 0s 7ms/step - loss: 0.0065
Epoch 27/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0065
Epoch 28/3000
2/2 [==============================] - 0s 23ms/step - loss: 0.0065
Epoch 29/3000
2/2 [==============================] - 0s 29ms/step - loss: 0.0065
Epoch 30/3000
2/2 [==============================] - 0s 12ms/step - loss: 0.0065
Epoch 31/3000
2/2 [==============================] - 0s 4ms/step - loss: 0.0064
Epoch 32/3000
2/2 [==============================] - 0s 27ms/step - loss: 0.0064
Epoch 33/3000
2/2 [==============================] - 0s 11ms/step - loss: 0.0064
Epoch 34/3000
2/2 [==============================] - 0s 18ms/step - loss: 0.0064
Epoch 35/3000
2/2 [==============================] - 0s 10ms/step - loss: 0.0064
Epoch 36/3000
2/2 [==============================] - 0s 13ms/step - loss: 0.0064
Epoch 37/3000
2/2 [==============================] - 0s 7ms/step - loss: 0.0064
Epoch 38/3000
2/2 [==============================] - 0s 24ms/step - loss: 0.0064
Epoch 39/3000
2/2 [==============================] - 0s 13ms/step - loss: 0.0064
Epoch 40/3000
2/2 [==============================] - 0s 8ms/step - loss: 0.0064
Epoch 41/3000
2/2 [==============================] - 0s 26ms/step - loss: 0.0064
Epoch 42/3000
2/2 [==============================] - 0s 14ms/step - loss: 0.0064
Epoch 43/3000
2/2 [==============================] - 0s 22ms/step - loss: 0.0064
Epoch 44/3000
2/2 [==============================] - 0s 5ms/step - loss: 0.0064
Epoch 45/3000
2/2 [==============================] - 0s 6ms/step - loss: 0.0064
Epoch 46/3000
2/2 [==============================] - 0s 17ms/step - loss: 0.0064
Epoch 47/3000
2/2 [==============================] - 0s 22ms/step - loss: 0.0064
Epoch 48/3000
2/2 [==============================] - 0s 12ms/step - loss: 0.0064
Epoch 49/3000
2/2 [==============================] - 0s 8ms/step - loss: 0.0064
Epoch 50/3000
2/2 [==============================] - 0s 18ms/step - loss: 0.0064
Epoch 51/3000
2/2 [==============================] - 0s 10ms/step - loss: 0.0064
Epoch 52/3000
2/2 [==============================] - 0s 16ms/step - loss: 0.0064
Epoch 53/3000
2/2 [==============================] - 0s 8ms/step - loss: 0.0064
Epoch 54/3000
2/2 [==============================] - 0s 16ms/step - loss: 0.0064
Epoch 55/3000
2/2 [==============================] - 0s 18ms/step - loss: 0.0064
Epoch 56/3000
2/2 [==============================] - 0s 18ms/step - loss: 0.0064
Epoch 57/3000
2/2 [==============================] - 0s 5ms/step - loss: 0.0064
Epoch 58/3000
2/2 [==============================] - 0s 8ms/step - loss: 0.0064
Epoch 59/3000
2/2 [==============================] - 0s 13ms/step - loss: 0.0064
Epoch 60/3000
2/2 [==============================] - 0s 15ms/step - loss: 0.0064
Epoch 61/3000
2/2 [==============================] - 0s 8ms/step - loss: 0.0064
Epoch 62/3000
2/2 [==============================] - 0s 11ms/step - loss: 0.0064
Epoch 63/3000
2/2 [==============================] - 0s 5ms/step - loss: 0.0064
Epoch 64/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0064
Epoch 65/3000
2/2 [==============================] - 0s 17ms/step - loss: 0.0064
Epoch 66/3000
2/2 [==============================] - 0s 13ms/step - loss: 0.0064
Epoch 67/3000
2/2 [==============================] - 0s 4ms/step - loss: 0.0064
Epoch 68/3000
2/2 [==============================] - 0s 15ms/step - loss: 0.0064
Epoch 69/3000
2/2 [==============================] - 0s 6ms/step - loss: 0.0064
Epoch 70/3000
2/2 [==============================] - 0s 15ms/step - loss: 0.0064
Epoch 71/3000
2/2 [==============================] - 0s 11ms/step - loss: 0.0064
Epoch 72/3000
2/2 [==============================] - 0s 10ms/step - loss: 0.0064
Epoch 73/3000
2/2 [==============================] - 0s 9ms/step - loss: 0.0064
Epoch 74/3000
2/2 [==============================] - 0s 14ms/step - loss: 0.0064
Epoch 75/3000
2/2 [==============================] - 0s 12ms/step - loss: 0.0064
Epoch 76/3000
2/2 [==============================] - 0s 7ms/step - loss: 0.0064
Epoch 77/3000
2/2 [==============================] - 0s 4ms/step - loss: 0.0064
Epoch 78/3000
2/2 [==============================] - 0s 9ms/step - loss: 0.0064
Epoch 79/3000
2/2 [==============================] - 0s 6ms/step - loss: 0.0064
Epoch 80/3000
2/2 [==============================] - 0s 9ms/step - loss: 0.0064
Epoch 81/3000
2/2 [==============================] - 0s 4ms/step - loss: 0.0064
Epoch 82/3000
2/2 [==============================] - 0s 4ms/step - loss: 0.0064
Epoch 83/3000
2/2 [==============================] - 0s 11ms/step - loss: 0.0064
Epoch 84/3000
2/2 [==============================] - 0s 8ms/step - loss: 0.0064
Epoch 85/3000
2/2 [==============================] - 0s 7ms/step - loss: 0.0064
Epoch 86/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0064
Epoch 87/3000
2/2 [==============================] - 0s 11ms/step - loss: 0.0064
Epoch 88/3000
2/2 [==============================] - 0s 8ms/step - loss: 0.0064
Epoch 89/3000
2/2 [==============================] - 0s 6ms/step - loss: 0.0064
Epoch 90/3000
2/2 [==============================] - 0s 15ms/step - loss: 0.0064
Epoch 91/3000
2/2 [==============================] - 0s 11ms/step - loss: 0.0064
Epoch 92/3000
2/2 [==============================] - 0s 16ms/step - loss: 0.0064
Epoch 93/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0064
Epoch 94/3000
2/2 [==============================] - 0s 7ms/step - loss: 0.0064
Epoch 95/3000
2/2 [==============================] - 0s 23ms/step - loss: 0.0064
Epoch 96/3000
2/2 [==============================] - 0s 5ms/step - loss: 0.0064
Epoch 97/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0064
Epoch 98/3000
2/2 [==============================] - 0s 4ms/step - loss: 0.0064
Epoch 99/3000
2/2 [==============================] - 0s 14ms/step - loss: 0.0064
Epoch 100/3000
2/2 [==============================] - 0s 5ms/step - loss: 0.0064
Epoch 101/3000
2/2 [==============================] - 0s 6ms/step - loss: 0.0064
Epoch 102/3000
2/2 [==============================] - 0s 4ms/step - loss: 0.0064
Epoch 103/3000
2/2 [==============================] - 0s 7ms/step - loss: 0.0064
Epoch 104/3000
2/2 [==============================] - 0s 9ms/step - loss: 0.0064
Epoch 105/3000
2/2 [==============================] - 0s 5ms/step - loss: 0.0064
Epoch 106/3000
2/2 [==============================] - 0s 5ms/step - loss: 0.0064
Epoch 107/3000
2/2 [==============================] - 0s 14ms/step - loss: 0.0064
Epoch 108/3000
2/2 [==============================] - 0s 5ms/step - loss: 0.0064
Epoch 109/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0064
Epoch 110/3000
2/2 [==============================] - 0s 4ms/step - loss: 0.0064
Epoch 111/3000
2/2 [==============================] - 0s 5ms/step - loss: 0.0064
Epoch 112/3000
2/2 [==============================] - 0s 5ms/step - loss: 0.0064
Epoch 113/3000
2/2 [==============================] - 0s 4ms/step - loss: 0.0064
Epoch 114/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0064
Epoch 115/3000
2/2 [==============================] - 0s 5ms/step - loss: 0.0064
Epoch 116/3000
2/2 [==============================] - 0s 2ms/step - loss: 0.0064
Epoch 117/3000
2/2 [==============================] - 0s 8ms/step - loss: 0.0064
Epoch 118/3000
2/2 [==============================] - 0s 6ms/step - loss: 0.0064
Epoch 119/3000
2/2 [==============================] - 0s 4ms/step - loss: 0.0064
Epoch 120/3000
2/2 [==============================] - 0s 6ms/step - loss: 0.0064
Epoch 121/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0064
Epoch 122/3000
2/2 [==============================] - 0s 19ms/step - loss: 0.0064
Epoch 123/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0064
Epoch 124/3000
2/2 [==============================] - 0s 4ms/step - loss: 0.0064
Epoch 125/3000
2/2 [==============================] - 0s 6ms/step - loss: 0.0064
Epoch 126/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0064
Epoch 127/3000
2/2 [==============================] - 0s 5ms/step - loss: 0.0064
Epoch 128/3000
2/2 [==============================] - 0s 2ms/step - loss: 0.0064
Epoch 129/3000
2/2 [==============================] - 0s 15ms/step - loss: 0.0064
Epoch 130/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0063
Epoch 131/3000
2/2 [==============================] - 0s 5ms/step - loss: 0.0063
Epoch 132/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0063
Epoch 133/3000
2/2 [==============================] - 0s 13ms/step - loss: 0.0063
Epoch 134/3000
2/2 [==============================] - 0s 6ms/step - loss: 0.0063
Epoch 135/3000
2/2 [==============================] - 0s 2ms/step - loss: 0.0063
Epoch 136/3000
2/2 [==============================] - 0s 6ms/step - loss: 0.0063
Epoch 137/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0063
Epoch 138/3000
2/2 [==============================] - 0s 11ms/step - loss: 0.0063
Epoch 139/3000
2/2 [==============================] - 0s 4ms/step - loss: 0.0063
Epoch 140/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0063
Epoch 141/3000
2/2 [==============================] - 0s 6ms/step - loss: 0.0063
Epoch 142/3000
2/2 [==============================] - 0s 5ms/step - loss: 0.0063
Epoch 143/3000
2/2 [==============================] - 0s 16ms/step - loss: 0.0063
Epoch 144/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0063
Epoch 145/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0063
Epoch 146/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0063
Epoch 147/3000
2/2 [==============================] - 0s 5ms/step - loss: 0.0063
Epoch 148/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0063
Epoch 149/3000
2/2 [==============================] - 0s 11ms/step - loss: 0.0063
Epoch 150/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0063
Epoch 151/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0063
Epoch 152/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0063
Epoch 153/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0063
Epoch 154/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0063
Epoch 155/3000
2/2 [==============================] - 0s 8ms/step - loss: 0.0063
Epoch 156/3000
2/2 [==============================] - 0s 2ms/step - loss: 0.0063
Epoch 157/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0063
Epoch 158/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0063
Epoch 159/3000
2/2 [==============================] - 0s 4ms/step - loss: 0.0063
Epoch 160/3000
2/2 [==============================] - 0s 5ms/step - loss: 0.0063
Epoch 161/3000
2/2 [==============================] - 0s 4ms/step - loss: 0.0063
Epoch 162/3000
2/2 [==============================] - 0s 6ms/step - loss: 0.0063
Epoch 163/3000
2/2 [==============================] - 0s 4ms/step - loss: 0.0063
Epoch 164/3000
2/2 [==============================] - 0s 5ms/step - loss: 0.0063
Epoch 165/3000
2/2 [==============================] - 0s 2ms/step - loss: 0.0063
Epoch 166/3000
2/2 [==============================] - 0s 14ms/step - loss: 0.0063
Epoch 167/3000
2/2 [==============================] - 0s 5ms/step - loss: 0.0063
Epoch 168/3000
2/2 [==============================] - 0s 4ms/step - loss: 0.0063
Epoch 169/3000
2/2 [==============================] - 0s 4ms/step - loss: 0.0063
Epoch 170/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0063
Epoch 171/3000
2/2 [==============================] - 0s 4ms/step - loss: 0.0063
Epoch 172/3000
2/2 [==============================] - 0s 9ms/step - loss: 0.0063
Epoch 173/3000
2/2 [==============================] - 0s 7ms/step - loss: 0.0063
Epoch 174/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0063
Epoch 175/3000
2/2 [==============================] - 0s 2ms/step - loss: 0.0063
Epoch 176/3000
2/2 [==============================] - 0s 5ms/step - loss: 0.0063
Epoch 177/3000
2/2 [==============================] - 0s 7ms/step - loss: 0.0063
Epoch 178/3000
2/2 [==============================] - 0s 4ms/step - loss: 0.0063
Epoch 179/3000
2/2 [==============================] - 0s 5ms/step - loss: 0.0063
Epoch 180/3000
2/2 [==============================] - 0s 4ms/step - loss: 0.0063
Epoch 181/3000
2/2 [==============================] - 0s 11ms/step - loss: 0.0063
Epoch 182/3000
2/2 [==============================] - 0s 5ms/step - loss: 0.0063
Epoch 183/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0063
Epoch 184/3000
2/2 [==============================] - 0s 6ms/step - loss: 0.0063
Epoch 185/3000
2/2 [==============================] - 0s 14ms/step - loss: 0.0063
Epoch 186/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0063
Epoch 187/3000
2/2 [==============================] - 0s 7ms/step - loss: 0.0063
Epoch 188/3000
2/2 [==============================] - 0s 5ms/step - loss: 0.0063
Epoch 189/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0063
Epoch 190/3000
2/2 [==============================] - 0s 8ms/step - loss: 0.0063
Epoch 191/3000
2/2 [==============================] - 0s 4ms/step - loss: 0.0063
Epoch 192/3000
2/2 [==============================] - 0s 7ms/step - loss: 0.0063
Epoch 193/3000
2/2 [==============================] - 0s 2ms/step - loss: 0.0063
Epoch 194/3000
2/2 [==============================] - 0s 7ms/step - loss: 0.0063
Epoch 195/3000
2/2 [==============================] - 0s 2ms/step - loss: 0.0063
Epoch 196/3000
2/2 [==============================] - 0s 12ms/step - loss: 0.0063
Epoch 197/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0063
Epoch 198/3000
2/2 [==============================] - 0s 4ms/step - loss: 0.0063
Epoch 199/3000
2/2 [==============================] - 0s 2ms/step - loss: 0.0063
Epoch 200/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0063
Epoch 201/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0063
Epoch 202/3000
2/2 [==============================] - 0s 7ms/step - loss: 0.0063
Epoch 203/3000
2/2 [==============================] - 0s 2ms/step - loss: 0.0063
Epoch 204/3000
2/2 [==============================] - 0s 2ms/step - loss: 0.0062
Epoch 205/3000
2/2 [==============================] - 0s 2ms/step - loss: 0.0062
Epoch 206/3000
2/2 [==============================] - 0s 5ms/step - loss: 0.0062
Epoch 207/3000
2/2 [==============================] - 0s 5ms/step - loss: 0.0062
Epoch 208/3000
2/2 [==============================] - 0s 4ms/step - loss: 0.0062
Epoch 209/3000
2/2 [==============================] - 0s 8ms/step - loss: 0.0062
Epoch 210/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0062
Epoch 211/3000
2/2 [==============================] - 0s 7ms/step - loss: 0.0062
Epoch 212/3000
2/2 [==============================] - 0s 2ms/step - loss: 0.0062
Epoch 213/3000
2/2 [==============================] - 0s 4ms/step - loss: 0.0062
Epoch 214/3000
2/2 [==============================] - 0s 2ms/step - loss: 0.0062
Epoch 215/3000
2/2 [==============================] - 0s 16ms/step - loss: 0.0062
Epoch 216/3000
2/2 [==============================] - 0s 2ms/step - loss: 0.0062
Epoch 217/3000
2/2 [==============================] - 0s 6ms/step - loss: 0.0062
Epoch 218/3000
2/2 [==============================] - 0s 2ms/step - loss: 0.0062
Epoch 219/3000
2/2 [==============================] - 0s 7ms/step - loss: 0.0062
Epoch 220/3000
2/2 [==============================] - 0s 2ms/step - loss: 0.0062
Epoch 221/3000
2/2 [==============================] - 0s 7ms/step - loss: 0.0062
Epoch 222/3000
2/2 [==============================] - 0s 8ms/step - loss: 0.0062
Epoch 223/3000
2/2 [==============================] - 0s 5ms/step - loss: 0.0062
Epoch 224/3000
2/2 [==============================] - 0s 4ms/step - loss: 0.0062
Epoch 225/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0062
Epoch 226/3000
2/2 [==============================] - 0s 5ms/step - loss: 0.0062
Epoch 227/3000
2/2 [==============================] - 0s 9ms/step - loss: 0.0062
Epoch 228/3000
2/2 [==============================] - 0s 4ms/step - loss: 0.0062
Epoch 229/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0062
Epoch 230/3000
2/2 [==============================] - 0s 6ms/step - loss: 0.0062
Epoch 231/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0062
Epoch 232/3000
2/2 [==============================] - 0s 11ms/step - loss: 0.0062
Epoch 233/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0062
Epoch 234/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0062
Epoch 235/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0062
Epoch 236/3000
2/2 [==============================] - 0s 2ms/step - loss: 0.0062
Epoch 237/3000
2/2 [==============================] - 0s 5ms/step - loss: 0.0062
Epoch 238/3000
2/2 [==============================] - 0s 5ms/step - loss: 0.0062
Epoch 239/3000
2/2 [==============================] - 0s 2ms/step - loss: 0.0062
Epoch 240/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0062
Epoch 241/3000
2/2 [==============================] - 0s 7ms/step - loss: 0.0062
Epoch 242/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0062
Epoch 243/3000
2/2 [==============================] - 0s 12ms/step - loss: 0.0062
Epoch 244/3000
2/2 [==============================] - 0s 5ms/step - loss: 0.0062
Epoch 245/3000
2/2 [==============================] - 0s 4ms/step - loss: 0.0062
Epoch 246/3000
2/2 [==============================] - 0s 6ms/step - loss: 0.0062
Epoch 247/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0062
Epoch 248/3000
2/2 [==============================] - 0s 14ms/step - loss: 0.0062
Epoch 249/3000
2/2 [==============================] - 0s 4ms/step - loss: 0.0062
Epoch 250/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0062
Epoch 251/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0062
Epoch 252/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0062
Epoch 253/3000
2/2 [==============================] - 0s 4ms/step - loss: 0.0062
Epoch 254/3000
2/2 [==============================] - 0s 7ms/step - loss: 0.0062
Epoch 255/3000
2/2 [==============================] - 0s 6ms/step - loss: 0.0062
Epoch 256/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0062
Epoch 257/3000
2/2 [==============================] - 0s 5ms/step - loss: 0.0062
Epoch 258/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0062
Epoch 259/3000
2/2 [==============================] - 0s 10ms/step - loss: 0.0062
Epoch 260/3000
2/2 [==============================] - 0s 4ms/step - loss: 0.0062
Epoch 261/3000
2/2 [==============================] - 0s 4ms/step - loss: 0.0062
Epoch 262/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0062
Epoch 263/3000
2/2 [==============================] - 0s 5ms/step - loss: 0.0061
Epoch 264/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0061
Epoch 265/3000
2/2 [==============================] - 0s 7ms/step - loss: 0.0061
Epoch 266/3000
2/2 [==============================] - 0s 4ms/step - loss: 0.0061
Epoch 267/3000
2/2 [==============================] - 0s 4ms/step - loss: 0.0061
Epoch 268/3000
2/2 [==============================] - 0s 6ms/step - loss: 0.0061
Epoch 269/3000
2/2 [==============================] - 0s 4ms/step - loss: 0.0061
Epoch 270/3000
2/2 [==============================] - 0s 11ms/step - loss: 0.0061
Epoch 271/3000
2/2 [==============================] - 0s 4ms/step - loss: 0.0061
Epoch 272/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0061
Epoch 273/3000
2/2 [==============================] - 0s 4ms/step - loss: 0.0061
Epoch 274/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0061
Epoch 275/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0061
Epoch 276/3000
2/2 [==============================] - 0s 4ms/step - loss: 0.0061
Epoch 277/3000
2/2 [==============================] - 0s 6ms/step - loss: 0.0061
Epoch 278/3000
2/2 [==============================] - 0s 2ms/step - loss: 0.0061
Epoch 279/3000
2/2 [==============================] - 0s 4ms/step - loss: 0.0061
Epoch 280/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0061
Epoch 281/3000
2/2 [==============================] - 0s 5ms/step - loss: 0.0061
Epoch 282/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0061
Epoch 283/3000
2/2 [==============================] - 0s 12ms/step - loss: 0.0061
Epoch 284/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0061
Epoch 285/3000
2/2 [==============================] - 0s 5ms/step - loss: 0.0061
Epoch 286/3000
2/2 [==============================] - 0s 2ms/step - loss: 0.0061
Epoch 287/3000
2/2 [==============================] - 0s 10ms/step - loss: 0.0061
Epoch 288/3000
2/2 [==============================] - 0s 6ms/step - loss: 0.0061
Epoch 289/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0061
Epoch 290/3000
2/2 [==============================] - 0s 5ms/step - loss: 0.0061
Epoch 291/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0061
Epoch 292/3000
2/2 [==============================] - 0s 10ms/step - loss: 0.0061
Epoch 293/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0061
Epoch 294/3000
2/2 [==============================] - 0s 7ms/step - loss: 0.0061
Epoch 295/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0061
Epoch 296/3000
2/2 [==============================] - 0s 5ms/step - loss: 0.0061
Epoch 297/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0061
Epoch 298/3000
2/2 [==============================] - 0s 6ms/step - loss: 0.0061
Epoch 299/3000
2/2 [==============================] - 0s 8ms/step - loss: 0.0061
Epoch 300/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0061
Epoch 301/3000
2/2 [==============================] - 0s 5ms/step - loss: 0.0061
Epoch 302/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0061
Epoch 303/3000
2/2 [==============================] - 0s 2ms/step - loss: 0.0061
Epoch 304/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0061
Epoch 305/3000
2/2 [==============================] - 0s 7ms/step - loss: 0.0061
Epoch 306/3000
2/2 [==============================] - 0s 2ms/step - loss: 0.0061
Epoch 307/3000
2/2 [==============================] - 0s 4ms/step - loss: 0.0061
Epoch 308/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0061
Epoch 309/3000
2/2 [==============================] - 0s 2ms/step - loss: 0.0061
Epoch 310/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0061
Epoch 311/3000
2/2 [==============================] - 0s 4ms/step - loss: 0.0060
Epoch 312/3000
2/2 [==============================] - 0s 10ms/step - loss: 0.0060
Epoch 313/3000
2/2 [==============================] - 0s 2ms/step - loss: 0.0060
Epoch 314/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0060
Epoch 315/3000
2/2 [==============================] - 0s 7ms/step - loss: 0.0060
Epoch 316/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0060
Epoch 317/3000
2/2 [==============================] - 0s 10ms/step - loss: 0.0060
Epoch 318/3000
2/2 [==============================] - 0s 5ms/step - loss: 0.0060
Epoch 319/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0060
Epoch 320/3000
2/2 [==============================] - 0s 8ms/step - loss: 0.0060
Epoch 321/3000
2/2 [==============================] - 0s 7ms/step - loss: 0.0060
Epoch 322/3000
2/2 [==============================] - 0s 9ms/step - loss: 0.0060
Epoch 323/3000
2/2 [==============================] - 0s 5ms/step - loss: 0.0060
Epoch 324/3000
2/2 [==============================] - 0s 5ms/step - loss: 0.0060
Epoch 325/3000
2/2 [==============================] - 0s 4ms/step - loss: 0.0060
Epoch 326/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0060
Epoch 327/3000
2/2 [==============================] - 0s 6ms/step - loss: 0.0060
Epoch 328/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0060
Epoch 329/3000
2/2 [==============================] - 0s 6ms/step - loss: 0.0060
Epoch 330/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0060
Epoch 331/3000
2/2 [==============================] - 0s 4ms/step - loss: 0.0060
Epoch 332/3000
2/2 [==============================] - 0s 10ms/step - loss: 0.0060
Epoch 333/3000
2/2 [==============================] - 0s 21ms/step - loss: 0.0060
Epoch 334/3000
2/2 [==============================] - 0s 12ms/step - loss: 0.0060
Epoch 335/3000
2/2 [==============================] - 0s 15ms/step - loss: 0.0060
Epoch 336/3000
2/2 [==============================] - 0s 15ms/step - loss: 0.0060
Epoch 337/3000
2/2 [==============================] - ETA: 0s - loss: 0.006 - 0s 13ms/step - loss: 0.0060
Epoch 338/3000
2/2 [==============================] - 0s 9ms/step - loss: 0.0060
Epoch 339/3000
2/2 [==============================] - 0s 13ms/step - loss: 0.0060
Epoch 340/3000
2/2 [==============================] - 0s 10ms/step - loss: 0.0060
Epoch 341/3000
2/2 [==============================] - 0s 11ms/step - loss: 0.0060
Epoch 342/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0060
Epoch 343/3000
2/2 [==============================] - 0s 7ms/step - loss: 0.0060
Epoch 344/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0060
Epoch 345/3000
2/2 [==============================] - 0s 5ms/step - loss: 0.0060
Epoch 346/3000
2/2 [==============================] - 0s 4ms/step - loss: 0.0060
Epoch 347/3000
2/2 [==============================] - 0s 16ms/step - loss: 0.0060
Epoch 348/3000
2/2 [==============================] - 0s 4ms/step - loss: 0.0059
Epoch 349/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0059
Epoch 350/3000
2/2 [==============================] - 0s 4ms/step - loss: 0.0059
Epoch 351/3000
2/2 [==============================] - 0s 2ms/step - loss: 0.0059
Epoch 352/3000
2/2 [==============================] - 0s 5ms/step - loss: 0.0059
Epoch 353/3000
2/2 [==============================] - 0s 4ms/step - loss: 0.0059
Epoch 354/3000
2/2 [==============================] - 0s 8ms/step - loss: 0.0059
Epoch 355/3000
2/2 [==============================] - 0s 4ms/step - loss: 0.0059
Epoch 356/3000
2/2 [==============================] - 0s 7ms/step - loss: 0.0059
Epoch 357/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0059
Epoch 358/3000
2/2 [==============================] - 0s 12ms/step - loss: 0.0059
Epoch 359/3000
2/2 [==============================] - 0s 4ms/step - loss: 0.0059
Epoch 360/3000
2/2 [==============================] - 0s 5ms/step - loss: 0.0059
Epoch 361/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0059
Epoch 362/3000
2/2 [==============================] - 0s 7ms/step - loss: 0.0059
Epoch 363/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0059
Epoch 364/3000
2/2 [==============================] - 0s 9ms/step - loss: 0.0059
Epoch 365/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0059
Epoch 366/3000
2/2 [==============================] - 0s 8ms/step - loss: 0.0059
Epoch 367/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0059
Epoch 368/3000
2/2 [==============================] - 0s 4ms/step - loss: 0.0059
Epoch 369/3000
2/2 [==============================] - 0s 2ms/step - loss: 0.0059
Epoch 370/3000
2/2 [==============================] - 0s 8ms/step - loss: 0.0059
Epoch 371/3000
2/2 [==============================] - 0s 5ms/step - loss: 0.0059
Epoch 372/3000
2/2 [==============================] - 0s 5ms/step - loss: 0.0059
Epoch 373/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0059
Epoch 374/3000
2/2 [==============================] - 0s 7ms/step - loss: 0.0059
Epoch 375/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0059
Epoch 376/3000
2/2 [==============================] - 0s 14ms/step - loss: 0.0059
Epoch 377/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0059
Epoch 378/3000
2/2 [==============================] - 0s 5ms/step - loss: 0.0059
Epoch 379/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0059
Epoch 380/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0058
Epoch 381/3000
2/2 [==============================] - 0s 4ms/step - loss: 0.0058
Epoch 382/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0058
Epoch 383/3000
2/2 [==============================] - 0s 4ms/step - loss: 0.0058
Epoch 384/3000
2/2 [==============================] - 0s 10ms/step - loss: 0.0058
Epoch 385/3000
2/2 [==============================] - 0s 4ms/step - loss: 0.0058
Epoch 386/3000
2/2 [==============================] - 0s 2ms/step - loss: 0.0058
Epoch 387/3000
2/2 [==============================] - 0s 7ms/step - loss: 0.0058
Epoch 388/3000
2/2 [==============================] - 0s 6ms/step - loss: 0.0058
Epoch 389/3000
2/2 [==============================] - 0s 6ms/step - loss: 0.0058
Epoch 390/3000
2/2 [==============================] - 0s 2ms/step - loss: 0.0058
Epoch 391/3000
2/2 [==============================] - 0s 8ms/step - loss: 0.0058
Epoch 392/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0058
Epoch 393/3000
2/2 [==============================] - 0s 12ms/step - loss: 0.0058
Epoch 394/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0058
Epoch 395/3000
2/2 [==============================] - 0s 4ms/step - loss: 0.0058
Epoch 396/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0058
Epoch 397/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0058
Epoch 398/3000
2/2 [==============================] - 0s 4ms/step - loss: 0.0058
Epoch 399/3000
2/2 [==============================] - 0s 8ms/step - loss: 0.0058
Epoch 400/3000
2/2 [==============================] - 0s 4ms/step - loss: 0.0058
Epoch 401/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0058
Epoch 402/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0058
Epoch 403/3000
2/2 [==============================] - 0s 5ms/step - loss: 0.0058
Epoch 404/3000
2/2 [==============================] - 0s 4ms/step - loss: 0.0058
Epoch 405/3000
2/2 [==============================] - 0s 14ms/step - loss: 0.0058
Epoch 406/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0058
Epoch 407/3000
2/2 [==============================] - 0s 5ms/step - loss: 0.0057
Epoch 408/3000
2/2 [==============================] - 0s 2ms/step - loss: 0.0057
Epoch 409/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0058
Epoch 410/3000
2/2 [==============================] - 0s 4ms/step - loss: 0.0057
Epoch 411/3000
2/2 [==============================] - 0s 9ms/step - loss: 0.0057
Epoch 412/3000
2/2 [==============================] - 0s 9ms/step - loss: 0.0057
Epoch 413/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0057
Epoch 414/3000
2/2 [==============================] - 0s 4ms/step - loss: 0.0057
Epoch 415/3000
2/2 [==============================] - 0s 4ms/step - loss: 0.0057
Epoch 416/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0057
Epoch 417/3000
2/2 [==============================] - 0s 2ms/step - loss: 0.0057
Epoch 418/3000
2/2 [==============================] - 0s 8ms/step - loss: 0.0057
Epoch 419/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0057
Epoch 420/3000
2/2 [==============================] - 0s 6ms/step - loss: 0.0057
Epoch 421/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0057
Epoch 422/3000
2/2 [==============================] - 0s 13ms/step - loss: 0.0057
Epoch 423/3000
2/2 [==============================] - 0s 2ms/step - loss: 0.0057
Epoch 424/3000
2/2 [==============================] - 0s 6ms/step - loss: 0.0057
Epoch 425/3000
2/2 [==============================] - 0s 4ms/step - loss: 0.0057
Epoch 426/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0057
Epoch 427/3000
2/2 [==============================] - 0s 14ms/step - loss: 0.0057
Epoch 428/3000
2/2 [==============================] - 0s 4ms/step - loss: 0.0057
Epoch 429/3000
2/2 [==============================] - 0s 5ms/step - loss: 0.0057
Epoch 430/3000
2/2 [==============================] - 0s 5ms/step - loss: 0.0057
Epoch 431/3000
2/2 [==============================] - 0s 4ms/step - loss: 0.0056
Epoch 432/3000
2/2 [==============================] - 0s 5ms/step - loss: 0.0056
Epoch 433/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0056
Epoch 434/3000
2/2 [==============================] - 0s 5ms/step - loss: 0.0056
Epoch 435/3000
2/2 [==============================] - 0s 4ms/step - loss: 0.0056
Epoch 436/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0056
Epoch 437/3000
2/2 [==============================] - 0s 5ms/step - loss: 0.0056
Epoch 438/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0056
Epoch 439/3000
2/2 [==============================] - 0s 5ms/step - loss: 0.0056
Epoch 440/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0056
Epoch 441/3000
2/2 [==============================] - 0s 11ms/step - loss: 0.0056
Epoch 442/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0056
Epoch 443/3000
2/2 [==============================] - 0s 4ms/step - loss: 0.0056
Epoch 444/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0056
Epoch 445/3000
2/2 [==============================] - 0s 5ms/step - loss: 0.0056
Epoch 446/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0056
Epoch 447/3000
2/2 [==============================] - 0s 10ms/step - loss: 0.0056
Epoch 448/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0056
Epoch 449/3000
2/2 [==============================] - 0s 4ms/step - loss: 0.0056
Epoch 450/3000
2/2 [==============================] - 0s 2ms/step - loss: 0.0056
Epoch 451/3000
2/2 [==============================] - 0s 4ms/step - loss: 0.0056
Epoch 452/3000
2/2 [==============================] - 0s 2ms/step - loss: 0.0056
Epoch 453/3000
2/2 [==============================] - 0s 6ms/step - loss: 0.0056
Epoch 454/3000
2/2 [==============================] - 0s 6ms/step - loss: 0.0055
Epoch 455/3000
2/2 [==============================] - 0s 5ms/step - loss: 0.0055
Epoch 456/3000
2/2 [==============================] - 0s 2ms/step - loss: 0.0055
Epoch 457/3000
2/2 [==============================] - 0s 5ms/step - loss: 0.0055
Epoch 458/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0055
Epoch 459/3000
2/2 [==============================] - 0s 9ms/step - loss: 0.0055
Epoch 460/3000
2/2 [==============================] - 0s 6ms/step - loss: 0.0055
Epoch 461/3000
2/2 [==============================] - 0s 5ms/step - loss: 0.0055
Epoch 462/3000
2/2 [==============================] - 0s 4ms/step - loss: 0.0055
Epoch 463/3000
2/2 [==============================] - 0s 6ms/step - loss: 0.0055
Epoch 464/3000
2/2 [==============================] - 0s 4ms/step - loss: 0.0055
Epoch 465/3000
2/2 [==============================] - 0s 6ms/step - loss: 0.0055
Epoch 466/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0055
Epoch 467/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0055
Epoch 468/3000
2/2 [==============================] - 0s 4ms/step - loss: 0.0055
Epoch 469/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0055
Epoch 470/3000
2/2 [==============================] - 0s 4ms/step - loss: 0.0055
Epoch 471/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0054
Epoch 472/3000
2/2 [==============================] - 0s 12ms/step - loss: 0.0054
Epoch 473/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0054
Epoch 474/3000
2/2 [==============================] - 0s 5ms/step - loss: 0.0054
Epoch 475/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0054
Epoch 476/3000
2/2 [==============================] - 0s 4ms/step - loss: 0.0054
Epoch 477/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0054
Epoch 478/3000
2/2 [==============================] - 0s 8ms/step - loss: 0.0054
Epoch 479/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0054
Epoch 480/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0054
Epoch 481/3000
2/2 [==============================] - 0s 6ms/step - loss: 0.0054
Epoch 482/3000
2/2 [==============================] - 0s 4ms/step - loss: 0.0054
Epoch 483/3000
2/2 [==============================] - 0s 4ms/step - loss: 0.0054
Epoch 484/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0054
Epoch 485/3000
2/2 [==============================] - 0s 7ms/step - loss: 0.0054
Epoch 486/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0054
Epoch 487/3000
2/2 [==============================] - 0s 6ms/step - loss: 0.0053
Epoch 488/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0053
Epoch 489/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0053
Epoch 490/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0053
Epoch 491/3000
2/2 [==============================] - 0s 10ms/step - loss: 0.0053
Epoch 492/3000
2/2 [==============================] - 0s 2ms/step - loss: 0.0053
Epoch 493/3000
2/2 [==============================] - 0s 4ms/step - loss: 0.0053
Epoch 494/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0053
Epoch 495/3000
2/2 [==============================] - 0s 2ms/step - loss: 0.0053
Epoch 496/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0053
Epoch 497/3000
2/2 [==============================] - 0s 10ms/step - loss: 0.0053
Epoch 498/3000
2/2 [==============================] - 0s 2ms/step - loss: 0.0053
Epoch 499/3000
2/2 [==============================] - 0s 5ms/step - loss: 0.0053
Epoch 500/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0053
Epoch 501/3000
2/2 [==============================] - 0s 5ms/step - loss: 0.0053
Epoch 502/3000
2/2 [==============================] - 0s 2ms/step - loss: 0.0053
Epoch 503/3000
2/2 [==============================] - 0s 6ms/step - loss: 0.0052
Epoch 504/3000
2/2 [==============================] - 0s 8ms/step - loss: 0.0052
Epoch 505/3000
2/2 [==============================] - 0s 2ms/step - loss: 0.0052
Epoch 506/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0052
Epoch 507/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0052
Epoch 508/3000
2/2 [==============================] - 0s 5ms/step - loss: 0.0052
Epoch 509/3000
2/2 [==============================] - 0s 2ms/step - loss: 0.0052
Epoch 510/3000
2/2 [==============================] - 0s 11ms/step - loss: 0.0052
Epoch 511/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0052
Epoch 512/3000
2/2 [==============================] - 0s 2ms/step - loss: 0.0052
Epoch 513/3000
2/2 [==============================] - 0s 5ms/step - loss: 0.0052
Epoch 514/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0051
Epoch 515/3000
2/2 [==============================] - 0s 5ms/step - loss: 0.0051
Epoch 516/3000
2/2 [==============================] - 0s 2ms/step - loss: 0.0051
Epoch 517/3000
2/2 [==============================] - 0s 16ms/step - loss: 0.0051
Epoch 518/3000
2/2 [==============================] - 0s 2ms/step - loss: 0.0051
Epoch 519/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0051
Epoch 520/3000
2/2 [==============================] - 0s 4ms/step - loss: 0.0051
Epoch 521/3000
2/2 [==============================] - 0s 2ms/step - loss: 0.0051
Epoch 522/3000
2/2 [==============================] - 0s 5ms/step - loss: 0.0051
Epoch 523/3000
2/2 [==============================] - 0s 5ms/step - loss: 0.0051
Epoch 524/3000
2/2 [==============================] - 0s 6ms/step - loss: 0.0051
Epoch 525/3000
2/2 [==============================] - 0s 5ms/step - loss: 0.0051
Epoch 526/3000
2/2 [==============================] - 0s 2ms/step - loss: 0.0050
Epoch 527/3000
2/2 [==============================] - 0s 5ms/step - loss: 0.0050
Epoch 528/3000
2/2 [==============================] - 0s 8ms/step - loss: 0.0050
Epoch 529/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0050
Epoch 530/3000
2/2 [==============================] - 0s 4ms/step - loss: 0.0050
Epoch 531/3000
2/2 [==============================] - 0s 4ms/step - loss: 0.0050
Epoch 532/3000
2/2 [==============================] - 0s 6ms/step - loss: 0.0050
Epoch 533/3000
2/2 [==============================] - 0s 5ms/step - loss: 0.0050
Epoch 534/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0050
Epoch 535/3000
2/2 [==============================] - 0s 6ms/step - loss: 0.0050
Epoch 536/3000
2/2 [==============================] - 0s 2ms/step - loss: 0.0050
Epoch 537/3000
2/2 [==============================] - 0s 14ms/step - loss: 0.0049
Epoch 538/3000
2/2 [==============================] - 0s 5ms/step - loss: 0.0049
Epoch 539/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0049
Epoch 540/3000
2/2 [==============================] - 0s 4ms/step - loss: 0.0049
Epoch 541/3000
2/2 [==============================] - 0s 2ms/step - loss: 0.0049
Epoch 542/3000
2/2 [==============================] - 0s 6ms/step - loss: 0.0049
Epoch 543/3000
2/2 [==============================] - 0s 5ms/step - loss: 0.0049
Epoch 544/3000
2/2 [==============================] - 0s 5ms/step - loss: 0.0049
Epoch 545/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0049
Epoch 546/3000
2/2 [==============================] - 0s 5ms/step - loss: 0.0049
Epoch 547/3000
2/2 [==============================] - 0s 4ms/step - loss: 0.0048
Epoch 548/3000
2/2 [==============================] - 0s 5ms/step - loss: 0.0048
Epoch 549/3000
2/2 [==============================] - 0s 4ms/step - loss: 0.0048
Epoch 550/3000
2/2 [==============================] - 0s 5ms/step - loss: 0.0048
Epoch 551/3000
2/2 [==============================] - 0s 4ms/step - loss: 0.0048
Epoch 552/3000
2/2 [==============================] - 0s 7ms/step - loss: 0.0048
Epoch 553/3000
2/2 [==============================] - 0s 2ms/step - loss: 0.0048
Epoch 554/3000
2/2 [==============================] - 0s 7ms/step - loss: 0.0048
Epoch 555/3000
2/2 [==============================] - 0s 6ms/step - loss: 0.0048
Epoch 556/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0048
Epoch 557/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0048
Epoch 558/3000
2/2 [==============================] - 0s 4ms/step - loss: 0.0047
Epoch 559/3000
2/2 [==============================] - 0s 2ms/step - loss: 0.0047
Epoch 560/3000
2/2 [==============================] - 0s 10ms/step - loss: 0.0047
Epoch 561/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0047
Epoch 562/3000
2/2 [==============================] - 0s 6ms/step - loss: 0.0047
Epoch 563/3000
2/2 [==============================] - 0s 2ms/step - loss: 0.0047
Epoch 564/3000
2/2 [==============================] - 0s 5ms/step - loss: 0.0047
Epoch 565/3000
2/2 [==============================] - 0s 2ms/step - loss: 0.0047
Epoch 566/3000
2/2 [==============================] - 0s 6ms/step - loss: 0.0046
Epoch 567/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0046
Epoch 568/3000
2/2 [==============================] - 0s 5ms/step - loss: 0.0046
Epoch 569/3000
2/2 [==============================] - 0s 4ms/step - loss: 0.0046
Epoch 570/3000
2/2 [==============================] - 0s 5ms/step - loss: 0.0046
Epoch 571/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0046
Epoch 572/3000
2/2 [==============================] - 0s 13ms/step - loss: 0.0046
Epoch 573/3000
2/2 [==============================] - 0s 4ms/step - loss: 0.0046
Epoch 574/3000
2/2 [==============================] - 0s 6ms/step - loss: 0.0046
Epoch 575/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0045
Epoch 576/3000
2/2 [==============================] - 0s 4ms/step - loss: 0.0045
Epoch 577/3000
2/2 [==============================] - 0s 2ms/step - loss: 0.0045
Epoch 578/3000
2/2 [==============================] - 0s 4ms/step - loss: 0.0045
Epoch 579/3000
2/2 [==============================] - 0s 11ms/step - loss: 0.0045
Epoch 580/3000
2/2 [==============================] - 0s 5ms/step - loss: 0.0045
Epoch 581/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0045
Epoch 582/3000
2/2 [==============================] - 0s 7ms/step - loss: 0.0045
Epoch 583/3000
2/2 [==============================] - 0s 2ms/step - loss: 0.0044
Epoch 584/3000
2/2 [==============================] - 0s 11ms/step - loss: 0.0044
Epoch 585/3000
2/2 [==============================] - 0s 11ms/step - loss: 0.0044
Epoch 586/3000
2/2 [==============================] - 0s 4ms/step - loss: 0.0044
Epoch 587/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0044
Epoch 588/3000
2/2 [==============================] - 0s 10ms/step - loss: 0.0044
Epoch 589/3000
2/2 [==============================] - 0s 4ms/step - loss: 0.0044
Epoch 590/3000
2/2 [==============================] - 0s 4ms/step - loss: 0.0044
Epoch 591/3000
2/2 [==============================] - 0s 5ms/step - loss: 0.0044
Epoch 592/3000
2/2 [==============================] - 0s 5ms/step - loss: 0.0043
Epoch 593/3000
2/2 [==============================] - 0s 4ms/step - loss: 0.0043
Epoch 594/3000
2/2 [==============================] - 0s 12ms/step - loss: 0.0043
Epoch 595/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0043
Epoch 596/3000
2/2 [==============================] - 0s 2ms/step - loss: 0.0043
Epoch 597/3000
2/2 [==============================] - 0s 4ms/step - loss: 0.0043
Epoch 598/3000
2/2 [==============================] - 0s 7ms/step - loss: 0.0042
Epoch 599/3000
2/2 [==============================] - 0s 4ms/step - loss: 0.0042
Epoch 600/3000
2/2 [==============================] - 0s 14ms/step - loss: 0.0042
Epoch 601/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0042
Epoch 602/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0042
Epoch 603/3000
2/2 [==============================] - 0s 9ms/step - loss: 0.0042
Epoch 604/3000
2/2 [==============================] - 0s 6ms/step - loss: 0.0042
Epoch 605/3000
2/2 [==============================] - 0s 6ms/step - loss: 0.0041
Epoch 606/3000
2/2 [==============================] - 0s 4ms/step - loss: 0.0041
Epoch 607/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0041
Epoch 608/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0041
Epoch 609/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0041
Epoch 610/3000
2/2 [==============================] - 0s 9ms/step - loss: 0.0041
Epoch 611/3000
2/2 [==============================] - 0s 5ms/step - loss: 0.0041
Epoch 612/3000
2/2 [==============================] - 0s 7ms/step - loss: 0.0040
Epoch 613/3000
2/2 [==============================] - 0s 6ms/step - loss: 0.0040
Epoch 614/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0040
Epoch 615/3000
2/2 [==============================] - 0s 11ms/step - loss: 0.0040
Epoch 616/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0040
Epoch 617/3000
2/2 [==============================] - 0s 4ms/step - loss: 0.0040
Epoch 618/3000
2/2 [==============================] - 0s 4ms/step - loss: 0.0040
Epoch 619/3000
2/2 [==============================] - 0s 2ms/step - loss: 0.0039
Epoch 620/3000
2/2 [==============================] - 0s 6ms/step - loss: 0.0039
Epoch 621/3000
2/2 [==============================] - 0s 5ms/step - loss: 0.0039
Epoch 622/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0039
Epoch 623/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0039
Epoch 624/3000
2/2 [==============================] - 0s 6ms/step - loss: 0.0039
Epoch 625/3000
2/2 [==============================] - 0s 2ms/step - loss: 0.0039
Epoch 626/3000
2/2 [==============================] - 0s 14ms/step - loss: 0.0038
Epoch 627/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0038
Epoch 628/3000
2/2 [==============================] - 0s 7ms/step - loss: 0.0038
Epoch 629/3000
2/2 [==============================] - 0s 2ms/step - loss: 0.0038
Epoch 630/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0038
Epoch 631/3000
2/2 [==============================] - 0s 4ms/step - loss: 0.0037
Epoch 632/3000
2/2 [==============================] - 0s 8ms/step - loss: 0.0037
Epoch 633/3000
2/2 [==============================] - 0s 5ms/step - loss: 0.0037
Epoch 634/3000
2/2 [==============================] - 0s 4ms/step - loss: 0.0037
Epoch 635/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0037
Epoch 636/3000
2/2 [==============================] - 0s 7ms/step - loss: 0.0037
Epoch 637/3000
2/2 [==============================] - 0s 5ms/step - loss: 0.0036
Epoch 638/3000
2/2 [==============================] - 0s 6ms/step - loss: 0.0036
Epoch 639/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0036
Epoch 640/3000
2/2 [==============================] - 0s 6ms/step - loss: 0.0036
Epoch 641/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0036
Epoch 642/3000
2/2 [==============================] - 0s 12ms/step - loss: 0.0036
Epoch 643/3000
2/2 [==============================] - 0s 2ms/step - loss: 0.0035
Epoch 644/3000
2/2 [==============================] - 0s 5ms/step - loss: 0.0035
Epoch 645/3000
2/2 [==============================] - 0s 2ms/step - loss: 0.0035
Epoch 646/3000
2/2 [==============================] - 0s 4ms/step - loss: 0.0035
Epoch 647/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0035
Epoch 648/3000
2/2 [==============================] - 0s 15ms/step - loss: 0.0034
Epoch 649/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0034
Epoch 650/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0034
Epoch 651/3000
2/2 [==============================] - 0s 6ms/step - loss: 0.0034
Epoch 652/3000
2/2 [==============================] - 0s 2ms/step - loss: 0.0034
Epoch 653/3000
2/2 [==============================] - 0s 11ms/step - loss: 0.0034
Epoch 654/3000
2/2 [==============================] - 0s 4ms/step - loss: 0.0033
Epoch 655/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0033
Epoch 656/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0033
Epoch 657/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0033
Epoch 658/3000
2/2 [==============================] - 0s 6ms/step - loss: 0.0033
Epoch 659/3000
2/2 [==============================] - 0s 6ms/step - loss: 0.0033
Epoch 660/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0032
Epoch 661/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0032
Epoch 662/3000
2/2 [==============================] - 0s 5ms/step - loss: 0.0032
Epoch 663/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0032
Epoch 664/3000
2/2 [==============================] - 0s 10ms/step - loss: 0.0032
Epoch 665/3000
2/2 [==============================] - 0s 6ms/step - loss: 0.0031
Epoch 666/3000
2/2 [==============================] - 0s 5ms/step - loss: 0.0031
Epoch 667/3000
2/2 [==============================] - 0s 2ms/step - loss: 0.0031
Epoch 668/3000
2/2 [==============================] - 0s 4ms/step - loss: 0.0031
Epoch 669/3000
2/2 [==============================] - 0s 6ms/step - loss: 0.0031
Epoch 670/3000
2/2 [==============================] - 0s 5ms/step - loss: 0.0030
Epoch 671/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0030
Epoch 672/3000
2/2 [==============================] - 0s 6ms/step - loss: 0.0030
Epoch 673/3000
2/2 [==============================] - 0s 2ms/step - loss: 0.0030
Epoch 674/3000
2/2 [==============================] - 0s 10ms/step - loss: 0.0030
Epoch 675/3000
2/2 [==============================] - 0s 2ms/step - loss: 0.0030
Epoch 676/3000
2/2 [==============================] - 0s 5ms/step - loss: 0.0029
Epoch 677/3000
2/2 [==============================] - 0s 2ms/step - loss: 0.0029
Epoch 678/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0029
Epoch 679/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0029
Epoch 680/3000
2/2 [==============================] - 0s 9ms/step - loss: 0.0029
Epoch 681/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0028
Epoch 682/3000
2/2 [==============================] - 0s 7ms/step - loss: 0.0028
Epoch 683/3000
2/2 [==============================] - 0s 4ms/step - loss: 0.0028
Epoch 684/3000
2/2 [==============================] - 0s 5ms/step - loss: 0.0028
Epoch 685/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0028
Epoch 686/3000
2/2 [==============================] - 0s 16ms/step - loss: 0.0027
Epoch 687/3000
2/2 [==============================] - 0s 5ms/step - loss: 0.0027
Epoch 688/3000
2/2 [==============================] - 0s 4ms/step - loss: 0.0027
Epoch 689/3000
2/2 [==============================] - 0s 6ms/step - loss: 0.0027
Epoch 690/3000
2/2 [==============================] - ETA: 0s - loss: 0.002 - 0s 8ms/step - loss: 0.0027
Epoch 691/3000
2/2 [==============================] - 0s 4ms/step - loss: 0.0026
Epoch 692/3000
2/2 [==============================] - 0s 4ms/step - loss: 0.0026
Epoch 693/3000
2/2 [==============================] - 0s 4ms/step - loss: 0.0026
Epoch 694/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0026
Epoch 695/3000
2/2 [==============================] - 0s 9ms/step - loss: 0.0026
Epoch 696/3000
2/2 [==============================] - 0s 7ms/step - loss: 0.0025
Epoch 697/3000
2/2 [==============================] - 0s 2ms/step - loss: 0.0025
Epoch 698/3000
2/2 [==============================] - 0s 4ms/step - loss: 0.0025
Epoch 699/3000
2/2 [==============================] - 0s 4ms/step - loss: 0.0025
Epoch 700/3000
2/2 [==============================] - 0s 5ms/step - loss: 0.0025
Epoch 701/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0025
Epoch 702/3000
2/2 [==============================] - 0s 10ms/step - loss: 0.0024
Epoch 703/3000
2/2 [==============================] - 0s 2ms/step - loss: 0.0024
Epoch 704/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0024
Epoch 705/3000
2/2 [==============================] - 0s 4ms/step - loss: 0.0024
Epoch 706/3000
2/2 [==============================] - 0s 5ms/step - loss: 0.0024
Epoch 707/3000
2/2 [==============================] - 0s 4ms/step - loss: 0.0023
Epoch 708/3000
2/2 [==============================] - 0s 13ms/step - loss: 0.0023
Epoch 709/3000
2/2 [==============================] - 0s 4ms/step - loss: 0.0023
Epoch 710/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0023
Epoch 711/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0023
Epoch 712/3000
2/2 [==============================] - 0s 2ms/step - loss: 0.0022
Epoch 713/3000
2/2 [==============================] - 0s 6ms/step - loss: 0.0022
Epoch 714/3000
2/2 [==============================] - 0s 2ms/step - loss: 0.0022
Epoch 715/3000
2/2 [==============================] - 0s 6ms/step - loss: 0.0022
Epoch 716/3000
2/2 [==============================] - 0s 2ms/step - loss: 0.0022
Epoch 717/3000
2/2 [==============================] - 0s 7ms/step - loss: 0.0021
Epoch 718/3000
2/2 [==============================] - 0s 2ms/step - loss: 0.0021
Epoch 719/3000
2/2 [==============================] - 0s 8ms/step - loss: 0.0021
Epoch 720/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0021
Epoch 721/3000
2/2 [==============================] - 0s 13ms/step - loss: 0.0021
Epoch 722/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0021
Epoch 723/3000
2/2 [==============================] - 0s 4ms/step - loss: 0.0020
Epoch 724/3000
2/2 [==============================] - 0s 2ms/step - loss: 0.0020
Epoch 725/3000
2/2 [==============================] - 0s 10ms/step - loss: 0.0020
Epoch 726/3000
2/2 [==============================] - 0s 6ms/step - loss: 0.0020
Epoch 727/3000
2/2 [==============================] - 0s 4ms/step - loss: 0.0020
Epoch 728/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0019
Epoch 729/3000
2/2 [==============================] - 0s 5ms/step - loss: 0.0019
Epoch 730/3000
2/2 [==============================] - 0s 5ms/step - loss: 0.0019
Epoch 731/3000
2/2 [==============================] - 0s 9ms/step - loss: 0.0019
Epoch 732/3000
2/2 [==============================] - 0s 2ms/step - loss: 0.0019
Epoch 733/3000
2/2 [==============================] - 0s 5ms/step - loss: 0.0019
Epoch 734/3000
2/2 [==============================] - 0s 4ms/step - loss: 0.0018
Epoch 735/3000
2/2 [==============================] - 0s 6ms/step - loss: 0.0018
Epoch 736/3000
2/2 [==============================] - 0s 6ms/step - loss: 0.0018
Epoch 737/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0018
Epoch 738/3000
2/2 [==============================] - 0s 5ms/step - loss: 0.0018
Epoch 739/3000
2/2 [==============================] - 0s 2ms/step - loss: 0.0018
Epoch 740/3000
2/2 [==============================] - 0s 11ms/step - loss: 0.0017
Epoch 741/3000
2/2 [==============================] - 0s 4ms/step - loss: 0.0017
Epoch 742/3000
2/2 [==============================] - 0s 2ms/step - loss: 0.0017
Epoch 743/3000
2/2 [==============================] - 0s 5ms/step - loss: 0.0017
Epoch 744/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0017
Epoch 745/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0017
Epoch 746/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0016
Epoch 747/3000
2/2 [==============================] - 0s 6ms/step - loss: 0.0016
Epoch 748/3000
2/2 [==============================] - 0s 5ms/step - loss: 0.0016
Epoch 749/3000
2/2 [==============================] - 0s 7ms/step - loss: 0.0016
Epoch 750/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0016
Epoch 751/3000
2/2 [==============================] - 0s 11ms/step - loss: 0.0016
Epoch 752/3000
2/2 [==============================] - 0s 6ms/step - loss: 0.0015
Epoch 753/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0015
Epoch 754/3000
2/2 [==============================] - 0s 6ms/step - loss: 0.0015
Epoch 755/3000
2/2 [==============================] - 0s 2ms/step - loss: 0.0015
Epoch 756/3000
2/2 [==============================] - 0s 9ms/step - loss: 0.0015
Epoch 757/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0015
Epoch 758/3000
2/2 [==============================] - 0s 4ms/step - loss: 0.0014
Epoch 759/3000
2/2 [==============================] - 0s 2ms/step - loss: 0.0014
Epoch 760/3000
2/2 [==============================] - 0s 6ms/step - loss: 0.0014
Epoch 761/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0014
Epoch 762/3000
2/2 [==============================] - 0s 6ms/step - loss: 0.0014
Epoch 763/3000
2/2 [==============================] - 0s 5ms/step - loss: 0.0014
Epoch 764/3000
2/2 [==============================] - 0s 4ms/step - loss: 0.0014
Epoch 765/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0013
Epoch 766/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0013
Epoch 767/3000
2/2 [==============================] - 0s 10ms/step - loss: 0.0013
Epoch 768/3000
2/2 [==============================] - 0s 5ms/step - loss: 0.0013
Epoch 769/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0013
Epoch 770/3000
2/2 [==============================] - 0s 7ms/step - loss: 0.0013
Epoch 771/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0013
Epoch 772/3000
2/2 [==============================] - 0s 13ms/step - loss: 0.0012
Epoch 773/3000
2/2 [==============================] - 0s 4ms/step - loss: 0.0012
Epoch 774/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0012
Epoch 775/3000
2/2 [==============================] - 0s 2ms/step - loss: 0.0012
Epoch 776/3000
2/2 [==============================] - 0s 4ms/step - loss: 0.0012
Epoch 777/3000
2/2 [==============================] - 0s 4ms/step - loss: 0.0012
Epoch 778/3000
2/2 [==============================] - 0s 10ms/step - loss: 0.0012
Epoch 779/3000
2/2 [==============================] - ETA: 0s - loss: 0.001 - 0s 21ms/step - loss: 0.0012
Epoch 780/3000
2/2 [==============================] - 0s 2ms/step - loss: 0.0011
Epoch 781/3000
2/2 [==============================] - 0s 4ms/step - loss: 0.0011
Epoch 782/3000
2/2 [==============================] - 0s 7ms/step - loss: 0.0011
Epoch 783/3000
2/2 [==============================] - 0s 8ms/step - loss: 0.0011
Epoch 784/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0011
Epoch 785/3000
2/2 [==============================] - 0s 4ms/step - loss: 0.0011
Epoch 786/3000
2/2 [==============================] - 0s 6ms/step - loss: 0.0011
Epoch 787/3000
2/2 [==============================] - 0s 7ms/step - loss: 0.0011
Epoch 788/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0010
Epoch 789/3000
2/2 [==============================] - 0s 5ms/step - loss: 0.0010
Epoch 790/3000
2/2 [==============================] - 0s 3ms/step - loss: 0.0010
Epoch 791/3000
2/2 [==============================] - 0s 4ms/step - loss: 0.0010
Epoch 792/3000
2/2 [==============================] - 0s 6ms/step - loss: 0.0010
Epoch 793/3000
2/2 [==============================] - 0s 4ms/step - loss: 9.9306e-04
Epoch 794/3000
2/2 [==============================] - 0s 10ms/step - loss: 9.8278e-04
Epoch 795/3000
2/2 [==============================] - 0s 3ms/step - loss: 9.7475e-04
Epoch 796/3000
2/2 [==============================] - 0s 3ms/step - loss: 9.6409e-04
Epoch 797/3000
2/2 [==============================] - 0s 7ms/step - loss: 9.5050e-04
Epoch 798/3000
2/2 [==============================] - 0s 7ms/step - loss: 9.4186e-04
Epoch 799/3000
2/2 [==============================] - 0s 4ms/step - loss: 9.3306e-04
Epoch 800/3000
2/2 [==============================] - 0s 4ms/step - loss: 9.1892e-04
Epoch 801/3000
2/2 [==============================] - 0s 6ms/step - loss: 9.1574e-04
Epoch 802/3000
2/2 [==============================] - 0s 2ms/step - loss: 9.0437e-04
Epoch 803/3000
2/2 [==============================] - 0s 5ms/step - loss: 8.9386e-04
Epoch 804/3000
2/2 [==============================] - 0s 2ms/step - loss: 8.8224e-04
Epoch 805/3000
2/2 [==============================] - 0s 8ms/step - loss: 8.7553e-04
Epoch 806/3000
2/2 [==============================] - 0s 3ms/step - loss: 8.6551e-04
Epoch 807/3000
2/2 [==============================] - 0s 3ms/step - loss: 8.5516e-04
Epoch 808/3000
2/2 [==============================] - 0s 3ms/step - loss: 8.4593e-04
Epoch 809/3000
2/2 [==============================] - 0s 3ms/step - loss: 8.3773e-04
Epoch 810/3000
2/2 [==============================] - 0s 11ms/step - loss: 8.3031e-04
Epoch 811/3000
2/2 [==============================] - 0s 4ms/step - loss: 8.2177e-04
Epoch 812/3000
2/2 [==============================] - 0s 4ms/step - loss: 8.1274e-04
Epoch 813/3000
2/2 [==============================] - 0s 2ms/step - loss: 8.0481e-04
Epoch 814/3000
2/2 [==============================] - 0s 5ms/step - loss: 7.9748e-04
Epoch 815/3000
2/2 [==============================] - 0s 2ms/step - loss: 7.8937e-04
Epoch 816/3000
2/2 [==============================] - 0s 13ms/step - loss: 7.7987e-04
Epoch 817/3000
2/2 [==============================] - 0s 5ms/step - loss: 7.7336e-04
Epoch 818/3000
2/2 [==============================] - 0s 3ms/step - loss: 7.6698e-04
Epoch 819/3000
2/2 [==============================] - 0s 4ms/step - loss: 7.5860e-04
Epoch 820/3000
2/2 [==============================] - 0s 2ms/step - loss: 7.5461e-04
Epoch 821/3000
2/2 [==============================] - 0s 3ms/step - loss: 7.4388e-04
Epoch 822/3000
2/2 [==============================] - 0s 8ms/step - loss: 7.3626e-04
Epoch 823/3000
2/2 [==============================] - 0s 2ms/step - loss: 7.2942e-04
Epoch 824/3000
2/2 [==============================] - 0s 4ms/step - loss: 7.2431e-04
Epoch 825/3000
2/2 [==============================] - 0s 7ms/step - loss: 7.1753e-04
Epoch 826/3000
2/2 [==============================] - 0s 3ms/step - loss: 7.1006e-04
Epoch 827/3000
2/2 [==============================] - 0s 16ms/step - loss: 7.0294e-04
Epoch 828/3000
2/2 [==============================] - 0s 2ms/step - loss: 6.9793e-04
Epoch 829/3000
2/2 [==============================] - 0s 3ms/step - loss: 6.9164e-04
Epoch 830/3000
2/2 [==============================] - 0s 4ms/step - loss: 6.8795e-04
Epoch 831/3000
2/2 [==============================] - 0s 2ms/step - loss: 6.8034e-04
Epoch 832/3000
2/2 [==============================] - 0s 8ms/step - loss: 6.7283e-04
Epoch 833/3000
2/2 [==============================] - 0s 6ms/step - loss: 6.6708e-04
Epoch 834/3000
2/2 [==============================] - 0s 6ms/step - loss: 6.6141e-04
Epoch 835/3000
2/2 [==============================] - 0s 3ms/step - loss: 6.5675e-04
Epoch 836/3000
2/2 [==============================] - 0s 8ms/step - loss: 6.4992e-04
Epoch 837/3000
2/2 [==============================] - 0s 3ms/step - loss: 6.4456e-04
Epoch 838/3000
2/2 [==============================] - 0s 13ms/step - loss: 6.4096e-04
Epoch 839/3000
2/2 [==============================] - 0s 4ms/step - loss: 6.3417e-04
Epoch 840/3000
2/2 [==============================] - 0s 5ms/step - loss: 6.2882e-04
Epoch 841/3000
2/2 [==============================] - 0s 4ms/step - loss: 6.2474e-04
Epoch 842/3000
2/2 [==============================] - 0s 4ms/step - loss: 6.1912e-04
Epoch 843/3000
2/2 [==============================] - 0s 3ms/step - loss: 6.1472e-04
Epoch 844/3000
2/2 [==============================] - 0s 6ms/step - loss: 6.0945e-04
Epoch 845/3000
2/2 [==============================] - 0s 9ms/step - loss: 6.0520e-04
Epoch 846/3000
2/2 [==============================] - 0s 7ms/step - loss: 6.0179e-04
Epoch 847/3000
2/2 [==============================] - 0s 6ms/step - loss: 5.9619e-04
Epoch 848/3000
2/2 [==============================] - 0s 4ms/step - loss: 5.9138e-04
Epoch 849/3000
2/2 [==============================] - 0s 3ms/step - loss: 5.8803e-04
Epoch 850/3000
2/2 [==============================] - 0s 11ms/step - loss: 5.8525e-04
Epoch 851/3000
2/2 [==============================] - 0s 3ms/step - loss: 5.7877e-04
Epoch 852/3000
2/2 [==============================] - 0s 5ms/step - loss: 5.7551e-04
Epoch 853/3000
2/2 [==============================] - 0s 6ms/step - loss: 5.7098e-04
Epoch 854/3000
2/2 [==============================] - 0s 4ms/step - loss: 5.6797e-04
Epoch 855/3000
2/2 [==============================] - 0s 3ms/step - loss: 5.6563e-04
Epoch 856/3000
2/2 [==============================] - 0s 3ms/step - loss: 5.6111e-04
Epoch 857/3000
2/2 [==============================] - 0s 3ms/step - loss: 5.5667e-04
Epoch 858/3000
2/2 [==============================] - 0s 6ms/step - loss: 5.5472e-04
Epoch 859/3000
2/2 [==============================] - 0s 7ms/step - loss: 5.4906e-04
Epoch 860/3000
2/2 [==============================] - 0s 4ms/step - loss: 5.4705e-04
Epoch 861/3000
2/2 [==============================] - 0s 7ms/step - loss: 5.4267e-04
Epoch 862/3000
2/2 [==============================] - 0s 3ms/step - loss: 5.3922e-04
Epoch 863/3000
2/2 [==============================] - 0s 11ms/step - loss: 5.3614e-04
Epoch 864/3000
2/2 [==============================] - 0s 3ms/step - loss: 5.3349e-04
Epoch 865/3000
2/2 [==============================] - 0s 3ms/step - loss: 5.3351e-04
Epoch 866/3000
2/2 [==============================] - 0s 2ms/step - loss: 5.2782e-04
Epoch 867/3000
2/2 [==============================] - 0s 3ms/step - loss: 5.2422e-04
Epoch 868/3000
2/2 [==============================] - 0s 3ms/step - loss: 5.2122e-04
Epoch 869/3000
2/2 [==============================] - 0s 11ms/step - loss: 5.2061e-04
Epoch 870/3000
2/2 [==============================] - 0s 7ms/step - loss: 5.1603e-04
Epoch 871/3000
2/2 [==============================] - 0s 3ms/step - loss: 5.1330e-04
Epoch 872/3000
2/2 [==============================] - 0s 3ms/step - loss: 5.1132e-04
Epoch 873/3000
2/2 [==============================] - 0s 4ms/step - loss: 5.0959e-04
Epoch 874/3000
2/2 [==============================] - 0s 11ms/step - loss: 5.0538e-04
Epoch 875/3000
2/2 [==============================] - 0s 3ms/step - loss: 5.0451e-04
Epoch 876/3000
2/2 [==============================] - 0s 4ms/step - loss: 5.0169e-04
Epoch 877/3000
2/2 [==============================] - 0s 3ms/step - loss: 5.0015e-04
Epoch 878/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.9631e-04
Epoch 879/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.9482e-04
Epoch 880/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.9172e-04
Epoch 881/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.8942e-04
Epoch 882/3000
2/2 [==============================] - 0s 9ms/step - loss: 4.8772e-04
Epoch 883/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.8604e-04
Epoch 884/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.8459e-04
Epoch 885/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.8220e-04
Epoch 886/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.8232e-04
Epoch 887/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.7959e-04
Epoch 888/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.7665e-04
Epoch 889/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.7456e-04
Epoch 890/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.7313e-04
Epoch 891/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.7206e-04
Epoch 892/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.7049e-04
Epoch 893/3000
2/2 [==============================] - 0s 7ms/step - loss: 4.6916e-04
Epoch 894/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.6690e-04
Epoch 895/3000
2/2 [==============================] - 0s 8ms/step - loss: 4.6625e-04
Epoch 896/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.6403e-04
Epoch 897/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.6266e-04
Epoch 898/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.6104e-04
Epoch 899/3000
2/2 [==============================] - 0s 10ms/step - loss: 4.5991e-04
Epoch 900/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.5864e-04
Epoch 901/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.5780e-04
Epoch 902/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.5600e-04
Epoch 903/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.5490e-04
Epoch 904/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.5412e-04
Epoch 905/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.5351e-04
Epoch 906/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.5138e-04
Epoch 907/3000
2/2 [==============================] - 0s 7ms/step - loss: 4.5002e-04
Epoch 908/3000
2/2 [==============================] - 0s 10ms/step - loss: 4.5089e-04
Epoch 909/3000
2/2 [==============================] - 0s 13ms/step - loss: 4.4989e-04
Epoch 910/3000
2/2 [==============================] - 0s 11ms/step - loss: 4.4770e-04
Epoch 911/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.4667e-04
Epoch 912/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.4609e-04
Epoch 913/3000
2/2 [==============================] - 0s 14ms/step - loss: 4.4538e-04
Epoch 914/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.4492e-04
Epoch 915/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.4244e-04
Epoch 916/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.4175e-04
Epoch 917/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.4132e-04
Epoch 918/3000
2/2 [==============================] - 0s 11ms/step - loss: 4.4101e-04
Epoch 919/3000
2/2 [==============================] - 0s 9ms/step - loss: 4.4109e-04
Epoch 920/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.3836e-04
Epoch 921/3000
2/2 [==============================] - 0s 7ms/step - loss: 4.3912e-04
Epoch 922/3000
2/2 [==============================] - 0s 19ms/step - loss: 4.3829e-04
Epoch 923/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.3667e-04
Epoch 924/3000
2/2 [==============================] - 0s 7ms/step - loss: 4.3637e-04
Epoch 925/3000
2/2 [==============================] - 0s 9ms/step - loss: 4.3516e-04
Epoch 926/3000
2/2 [==============================] - 0s 7ms/step - loss: 4.3715e-04
Epoch 927/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.3451e-04
Epoch 928/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.3472e-04
Epoch 929/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.3293e-04
Epoch 930/3000
2/2 [==============================] - 0s 14ms/step - loss: 4.3265e-04
Epoch 931/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.3263e-04
Epoch 932/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.3162e-04
Epoch 933/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.3099e-04
Epoch 934/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.3063e-04
Epoch 935/3000
2/2 [==============================] - 0s 14ms/step - loss: 4.2905e-04
Epoch 936/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.3117e-04
Epoch 937/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.2952e-04
Epoch 938/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.2857e-04
Epoch 939/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.2844e-04
Epoch 940/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.2862e-04
Epoch 941/3000
2/2 [==============================] - 0s 7ms/step - loss: 4.2731e-04
Epoch 942/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.2680e-04
Epoch 943/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.2696e-04
Epoch 944/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.2567e-04
Epoch 945/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.2550e-04
Epoch 946/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.2488e-04
Epoch 947/3000
2/2 [==============================] - 0s 8ms/step - loss: 4.2569e-04
Epoch 948/3000
2/2 [==============================] - 0s 7ms/step - loss: 4.2534e-04
Epoch 949/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.2424e-04
Epoch 950/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.2433e-04
Epoch 951/3000
2/2 [==============================] - 0s 9ms/step - loss: 4.2361e-04
Epoch 952/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.2389e-04
Epoch 953/3000
2/2 [==============================] - 0s 15ms/step - loss: 4.2235e-04
Epoch 954/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.2345e-04
Epoch 955/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.2404e-04
Epoch 956/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.2198e-04
Epoch 957/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.2167e-04
Epoch 958/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.2147e-04
Epoch 959/3000
2/2 [==============================] - 0s 7ms/step - loss: 4.2138e-04
Epoch 960/3000
2/2 [==============================] - 0s 7ms/step - loss: 4.2366e-04
Epoch 961/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.2094e-04
Epoch 962/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.2017e-04
Epoch 963/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.2034e-04
Epoch 964/3000
2/2 [==============================] - 0s 8ms/step - loss: 4.2026e-04
Epoch 965/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.2035e-04
Epoch 966/3000
2/2 [==============================] - 0s 7ms/step - loss: 4.1965e-04
Epoch 967/3000
2/2 [==============================] - 0s 8ms/step - loss: 4.1944e-04
Epoch 968/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1932e-04
Epoch 969/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.1995e-04
Epoch 970/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.2026e-04
Epoch 971/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.1882e-04
Epoch 972/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1900e-04
Epoch 973/3000
2/2 [==============================] - 0s 11ms/step - loss: 4.1846e-04
Epoch 974/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1848e-04
Epoch 975/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.1843e-04
Epoch 976/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.1849e-04
Epoch 977/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.1784e-04
Epoch 978/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.1766e-04
Epoch 979/3000
2/2 [==============================] - 0s 8ms/step - loss: 4.1814e-04
Epoch 980/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.1782e-04
Epoch 981/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.1824e-04
Epoch 982/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1909e-04
Epoch 983/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.2004e-04
Epoch 984/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1723e-04
Epoch 985/3000
2/2 [==============================] - 0s 8ms/step - loss: 4.1715e-04
Epoch 986/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.1649e-04
Epoch 987/3000
2/2 [==============================] - 0s 12ms/step - loss: 4.1741e-04
Epoch 988/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1759e-04
Epoch 989/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.1682e-04
Epoch 990/3000
2/2 [==============================] - 0s 10ms/step - loss: 4.1667e-04
Epoch 991/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1667e-04
Epoch 992/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.1721e-04
Epoch 993/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1713e-04
Epoch 994/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.1826e-04
Epoch 995/3000
2/2 [==============================] - 0s 13ms/step - loss: 4.1552e-04
Epoch 996/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1883e-04
Epoch 997/3000
2/2 [==============================] - 0s 8ms/step - loss: 4.1826e-04
Epoch 998/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.1531e-04
Epoch 999/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.1569e-04
Epoch 1000/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.1630e-04
Epoch 1001/3000
2/2 [==============================] - 0s 9ms/step - loss: 4.1573e-04
Epoch 1002/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.2048e-04
Epoch 1003/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1732e-04
Epoch 1004/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.1518e-04
Epoch 1005/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.1509e-04
Epoch 1006/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1564e-04
Epoch 1007/3000
2/2 [==============================] - 0s 17ms/step - loss: 4.1652e-04
Epoch 1008/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.1503e-04
Epoch 1009/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.1512e-04
Epoch 1010/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1535e-04
Epoch 1011/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.1504e-04
Epoch 1012/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.1713e-04
Epoch 1013/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.1450e-04
Epoch 1014/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.1511e-04
Epoch 1015/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.1503e-04
Epoch 1016/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.1543e-04
Epoch 1017/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.1569e-04
Epoch 1018/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.1475e-04
Epoch 1019/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.1478e-04
Epoch 1020/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.1488e-04
Epoch 1021/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.1536e-04
Epoch 1022/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.1419e-04
Epoch 1023/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1493e-04
Epoch 1024/3000
2/2 [==============================] - 0s 11ms/step - loss: 4.1501e-04
Epoch 1025/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1400e-04
Epoch 1026/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1401e-04
Epoch 1027/3000
2/2 [==============================] - 0s 7ms/step - loss: 4.1499e-04
Epoch 1028/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.1383e-04
Epoch 1029/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.1620e-04
Epoch 1030/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1550e-04
Epoch 1031/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.1422e-04
Epoch 1032/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.1418e-04
Epoch 1033/3000
2/2 [==============================] - 0s 9ms/step - loss: 4.1395e-04
Epoch 1034/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.1378e-04
Epoch 1035/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.1391e-04
Epoch 1036/3000
2/2 [==============================] - 0s 13ms/step - loss: 4.1441e-04
Epoch 1037/3000
2/2 [==============================] - 0s 7ms/step - loss: 4.1478e-04
Epoch 1038/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.1382e-04
Epoch 1039/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.1362e-04
Epoch 1040/3000
2/2 [==============================] - 0s 10ms/step - loss: 4.1391e-04
Epoch 1041/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.1439e-04
Epoch 1042/3000
2/2 [==============================] - 0s 10ms/step - loss: 4.1369e-04
Epoch 1043/3000
2/2 [==============================] - 0s 7ms/step - loss: 4.1369e-04
Epoch 1044/3000
2/2 [==============================] - 0s 9ms/step - loss: 4.1359e-04
Epoch 1045/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1325e-04
Epoch 1046/3000
2/2 [==============================] - 0s 14ms/step - loss: 4.1394e-04
Epoch 1047/3000
2/2 [==============================] - 0s 13ms/step - loss: 4.1453e-04
Epoch 1048/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1971e-04
Epoch 1049/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1380e-04
Epoch 1050/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.1343e-04
Epoch 1051/3000
2/2 [==============================] - 0s 7ms/step - loss: 4.1384e-04
Epoch 1052/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.1443e-04
Epoch 1053/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1491e-04
Epoch 1054/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.1451e-04
Epoch 1055/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.1500e-04
Epoch 1056/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.1624e-04
Epoch 1057/3000
2/2 [==============================] - 0s 7ms/step - loss: 4.1392e-04
Epoch 1058/3000
2/2 [==============================] - 0s 9ms/step - loss: 4.1380e-04
Epoch 1059/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1421e-04
Epoch 1060/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.1579e-04
Epoch 1061/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.1579e-04
Epoch 1062/3000
2/2 [==============================] - 0s 8ms/step - loss: 4.1485e-04
Epoch 1063/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.1393e-04
Epoch 1064/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.1288e-04
Epoch 1065/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.1439e-04
Epoch 1066/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.1382e-04
Epoch 1067/3000
2/2 [==============================] - 0s 9ms/step - loss: 4.1295e-04
Epoch 1068/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1325e-04
Epoch 1069/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1329e-04
Epoch 1070/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.1491e-04
Epoch 1071/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.1274e-04
Epoch 1072/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.1372e-04
Epoch 1073/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.1323e-04
Epoch 1074/3000
2/2 [==============================] - 0s 10ms/step - loss: 4.1274e-04
Epoch 1075/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.1589e-04
Epoch 1076/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.1356e-04
Epoch 1077/3000
2/2 [==============================] - 0s 7ms/step - loss: 4.1283e-04
Epoch 1078/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1369e-04
Epoch 1079/3000
2/2 [==============================] - 0s 14ms/step - loss: 4.1333e-04
Epoch 1080/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.1265e-04
Epoch 1081/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1283e-04
Epoch 1082/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.1302e-04
Epoch 1083/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.1266e-04
Epoch 1084/3000
2/2 [==============================] - 0s 8ms/step - loss: 4.1320e-04
Epoch 1085/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1419e-04
Epoch 1086/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1380e-04
Epoch 1087/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1740e-04
Epoch 1088/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.1371e-04
Epoch 1089/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1283e-04
Epoch 1090/3000
2/2 [==============================] - 0s 7ms/step - loss: 4.1323e-04
Epoch 1091/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.1296e-04
Epoch 1092/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.1476e-04
Epoch 1093/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1275e-04
Epoch 1094/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.1270e-04
Epoch 1095/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.1331e-04
Epoch 1096/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1345e-04
Epoch 1097/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.1302e-04
Epoch 1098/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.1358e-04
Epoch 1099/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.1284e-04
Epoch 1100/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1254e-04
Epoch 1101/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.1264e-04
Epoch 1102/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1356e-04
Epoch 1103/3000
2/2 [==============================] - 0s 14ms/step - loss: 4.1266e-04
Epoch 1104/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1291e-04
Epoch 1105/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.1380e-04
Epoch 1106/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.1269e-04
Epoch 1107/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.1353e-04
Epoch 1108/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.1571e-04
Epoch 1109/3000
2/2 [==============================] - 0s 17ms/step - loss: 4.1252e-04
Epoch 1110/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1243e-04
Epoch 1111/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.1393e-04
Epoch 1112/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1256e-04
Epoch 1113/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.1207e-04
Epoch 1114/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1444e-04
Epoch 1115/3000
2/2 [==============================] - 0s 10ms/step - loss: 4.1401e-04
Epoch 1116/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.1206e-04
Epoch 1117/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.1353e-04
Epoch 1118/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.1301e-04
Epoch 1119/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.1257e-04
Epoch 1120/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.1247e-04
Epoch 1121/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.1299e-04
Epoch 1122/3000
2/2 [==============================] - 0s 10ms/step - loss: 4.1424e-04
Epoch 1123/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.1275e-04
Epoch 1124/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1365e-04
Epoch 1125/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.1450e-04
Epoch 1126/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1354e-04
Epoch 1127/3000
2/2 [==============================] - 0s 9ms/step - loss: 4.1238e-04
Epoch 1128/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1196e-04
Epoch 1129/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.1286e-04
Epoch 1130/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1352e-04
Epoch 1131/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.1499e-04
Epoch 1132/3000
2/2 [==============================] - 0s 12ms/step - loss: 4.1221e-04
Epoch 1133/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.1436e-04
Epoch 1134/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.1331e-04
Epoch 1135/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.1322e-04
Epoch 1136/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.1342e-04
Epoch 1137/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.1252e-04
Epoch 1138/3000
2/2 [==============================] - 0s 10ms/step - loss: 4.1293e-04
Epoch 1139/3000
2/2 [==============================] - 0s 8ms/step - loss: 4.1639e-04
Epoch 1140/3000
2/2 [==============================] - ETA: 0s - loss: 3.9946e-0 - 0s 3ms/step - loss: 4.1174e-04
Epoch 1141/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1248e-04
Epoch 1142/3000
2/2 [==============================] - 0s 12ms/step - loss: 4.1561e-04
Epoch 1143/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.1255e-04
Epoch 1144/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1259e-04
Epoch 1145/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1564e-04
Epoch 1146/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.1247e-04
Epoch 1147/3000
2/2 [==============================] - 0s 14ms/step - loss: 4.1352e-04
Epoch 1148/3000
2/2 [==============================] - 0s 8ms/step - loss: 4.1274e-04
Epoch 1149/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.1169e-04
Epoch 1150/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1238e-04
Epoch 1151/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.1236e-04
Epoch 1152/3000
2/2 [==============================] - 0s 16ms/step - loss: 4.1257e-04
Epoch 1153/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1213e-04
Epoch 1154/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.1354e-04
Epoch 1155/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.1238e-04
Epoch 1156/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1186e-04
Epoch 1157/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.1291e-04
Epoch 1158/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.1251e-04
Epoch 1159/3000
2/2 [==============================] - 0s 14ms/step - loss: 4.1276e-04
Epoch 1160/3000
2/2 [==============================] - 0s 9ms/step - loss: 4.1158e-04
Epoch 1161/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.1308e-04
Epoch 1162/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1464e-04
Epoch 1163/3000
2/2 [==============================] - 0s 13ms/step - loss: 4.1680e-04
Epoch 1164/3000
2/2 [==============================] - 0s 7ms/step - loss: 4.1265e-04
Epoch 1165/3000
2/2 [==============================] - ETA: 0s - loss: 3.9864e-0 - 0s 3ms/step - loss: 4.1396e-04
Epoch 1166/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.1337e-04
Epoch 1167/3000
2/2 [==============================] - 0s 9ms/step - loss: 4.1157e-04
Epoch 1168/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.1205e-04
Epoch 1169/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.1278e-04
Epoch 1170/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.1260e-04
Epoch 1171/3000
2/2 [==============================] - 0s 12ms/step - loss: 4.1232e-04
Epoch 1172/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.1254e-04
Epoch 1173/3000
2/2 [==============================] - 0s 9ms/step - loss: 4.1177e-04
Epoch 1174/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.1129e-04
Epoch 1175/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1340e-04
Epoch 1176/3000
2/2 [==============================] - 0s 10ms/step - loss: 4.1240e-04
Epoch 1177/3000
2/2 [==============================] - 0s 7ms/step - loss: 4.1139e-04
Epoch 1178/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.1210e-04
Epoch 1179/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1197e-04
Epoch 1180/3000
2/2 [==============================] - 0s 13ms/step - loss: 4.1143e-04
Epoch 1181/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.1154e-04
Epoch 1182/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1241e-04
Epoch 1183/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.1145e-04
Epoch 1184/3000
2/2 [==============================] - 0s 8ms/step - loss: 4.1164e-04
Epoch 1185/3000
2/2 [==============================] - 0s 7ms/step - loss: 4.1127e-04
Epoch 1186/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1205e-04
Epoch 1187/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.1132e-04
Epoch 1188/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.1287e-04
Epoch 1189/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.1201e-04
Epoch 1190/3000
2/2 [==============================] - 0s 13ms/step - loss: 4.1184e-04
Epoch 1191/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1226e-04
Epoch 1192/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.1154e-04
Epoch 1193/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1180e-04
Epoch 1194/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.1243e-04
Epoch 1195/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1221e-04
Epoch 1196/3000
2/2 [==============================] - 0s 10ms/step - loss: 4.1150e-04
Epoch 1197/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1162e-04
Epoch 1198/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.1279e-04
Epoch 1199/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1130e-04
Epoch 1200/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.1151e-04
Epoch 1201/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1193e-04
Epoch 1202/3000
2/2 [==============================] - 0s 17ms/step - loss: 4.1128e-04
Epoch 1203/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.1144e-04
Epoch 1204/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.1121e-04
Epoch 1205/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.1168e-04
Epoch 1206/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1270e-04
Epoch 1207/3000
2/2 [==============================] - 0s 16ms/step - loss: 4.1612e-04
Epoch 1208/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.1106e-04
Epoch 1209/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.1173e-04
Epoch 1210/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1199e-04
Epoch 1211/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.1172e-04
Epoch 1212/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.1230e-04
Epoch 1213/3000
2/2 [==============================] - 0s 12ms/step - loss: 4.1178e-04
Epoch 1214/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.1111e-04
Epoch 1215/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1139e-04
Epoch 1216/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.1594e-04
Epoch 1217/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1156e-04
Epoch 1218/3000
2/2 [==============================] - 0s 12ms/step - loss: 4.1124e-04
Epoch 1219/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1233e-04
Epoch 1220/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.1123e-04
Epoch 1221/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.1165e-04
Epoch 1222/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1208e-04
Epoch 1223/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.1102e-04
Epoch 1224/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.1191e-04
Epoch 1225/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.1113e-04
Epoch 1226/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1138e-04
Epoch 1227/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.1077e-04
Epoch 1228/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.1091e-04
Epoch 1229/3000
2/2 [==============================] - 0s 8ms/step - loss: 4.1181e-04
Epoch 1230/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.1239e-04
Epoch 1231/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.1211e-04
Epoch 1232/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.1197e-04
Epoch 1233/3000
2/2 [==============================] - 0s 7ms/step - loss: 4.1237e-04
Epoch 1234/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.1152e-04
Epoch 1235/3000
2/2 [==============================] - 0s 17ms/step - loss: 4.1063e-04
Epoch 1236/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1300e-04
Epoch 1237/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1121e-04
Epoch 1238/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1144e-04
Epoch 1239/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1247e-04
Epoch 1240/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.1137e-04
Epoch 1241/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1090e-04
Epoch 1242/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.1132e-04
Epoch 1243/3000
2/2 [==============================] - 0s 11ms/step - loss: 4.1137e-04
Epoch 1244/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1061e-04
Epoch 1245/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1455e-04
Epoch 1246/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1122e-04
Epoch 1247/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.1111e-04
Epoch 1248/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.1243e-04
Epoch 1249/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.1336e-04
Epoch 1250/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1215e-04
Epoch 1251/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.1323e-04
Epoch 1252/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1045e-04
Epoch 1253/3000
2/2 [==============================] - 0s 9ms/step - loss: 4.1200e-04
Epoch 1254/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.1300e-04
Epoch 1255/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.1060e-04
Epoch 1256/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.1147e-04
Epoch 1257/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.1130e-04
Epoch 1258/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1120e-04
Epoch 1259/3000
2/2 [==============================] - 0s 11ms/step - loss: 4.1062e-04
Epoch 1260/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.1110e-04
Epoch 1261/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1172e-04
Epoch 1262/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1110e-04
Epoch 1263/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1117e-04
Epoch 1264/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.1037e-04
Epoch 1265/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.1096e-04
Epoch 1266/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1329e-04
Epoch 1267/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1044e-04
Epoch 1268/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1101e-04
Epoch 1269/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.1246e-04
Epoch 1270/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.1034e-04
Epoch 1271/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.1200e-04
Epoch 1272/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1338e-04
Epoch 1273/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1204e-04
Epoch 1274/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1278e-04
Epoch 1275/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1208e-04
Epoch 1276/3000
2/2 [==============================] - 0s 13ms/step - loss: 4.1183e-04
Epoch 1277/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1150e-04
Epoch 1278/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.1153e-04
Epoch 1279/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.1319e-04
Epoch 1280/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.1077e-04
Epoch 1281/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.1152e-04
Epoch 1282/3000
2/2 [==============================] - 0s 13ms/step - loss: 4.1192e-04
Epoch 1283/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1121e-04
Epoch 1284/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.1053e-04
Epoch 1285/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.1043e-04
Epoch 1286/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.1019e-04
Epoch 1287/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1199e-04
Epoch 1288/3000
2/2 [==============================] - 0s 13ms/step - loss: 4.1059e-04
Epoch 1289/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1018e-04
Epoch 1290/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.1029e-04
Epoch 1291/3000
2/2 [==============================] - 0s 8ms/step - loss: 4.1023e-04
Epoch 1292/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.1200e-04
Epoch 1293/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.1219e-04
Epoch 1294/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.1157e-04
Epoch 1295/3000
2/2 [==============================] - 0s 11ms/step - loss: 4.1044e-04
Epoch 1296/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.1066e-04
Epoch 1297/3000
2/2 [==============================] - 0s 15ms/step - loss: 4.1177e-04
Epoch 1298/3000
2/2 [==============================] - 0s 8ms/step - loss: 4.1130e-04
Epoch 1299/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.1137e-04
Epoch 1300/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.1207e-04
Epoch 1301/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.1340e-04
Epoch 1302/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.1001e-04
Epoch 1303/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.1445e-04
Epoch 1304/3000
2/2 [==============================] - 0s 13ms/step - loss: 4.1173e-04
Epoch 1305/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.1167e-04
Epoch 1306/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1155e-04
Epoch 1307/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1236e-04
Epoch 1308/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1107e-04
Epoch 1309/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.1310e-04
Epoch 1310/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.1047e-04
Epoch 1311/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.0969e-04
Epoch 1312/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.1176e-04
Epoch 1313/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.1097e-04
Epoch 1314/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.1076e-04
Epoch 1315/3000
2/2 [==============================] - 0s 7ms/step - loss: 4.1162e-04
Epoch 1316/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.1055e-04
Epoch 1317/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.1224e-04
Epoch 1318/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.1094e-04
Epoch 1319/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.1175e-04
Epoch 1320/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.1009e-04
Epoch 1321/3000
2/2 [==============================] - 0s 7ms/step - loss: 4.1060e-04
Epoch 1322/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.1061e-04
Epoch 1323/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.1119e-04
Epoch 1324/3000
2/2 [==============================] - 0s 7ms/step - loss: 4.1182e-04
Epoch 1325/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1145e-04
Epoch 1326/3000
2/2 [==============================] - 0s 11ms/step - loss: 4.1219e-04
Epoch 1327/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.1100e-04
Epoch 1328/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1417e-04
Epoch 1329/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1345e-04
Epoch 1330/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.1082e-04
Epoch 1331/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.1065e-04
Epoch 1332/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.1081e-04
Epoch 1333/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0983e-04
Epoch 1334/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1051e-04
Epoch 1335/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.1101e-04
Epoch 1336/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0955e-04
Epoch 1337/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.1116e-04
Epoch 1338/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.1076e-04
Epoch 1339/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.0983e-04
Epoch 1340/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.1047e-04
Epoch 1341/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.1091e-04
Epoch 1342/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.1091e-04
Epoch 1343/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1173e-04
Epoch 1344/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.1069e-04
Epoch 1345/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1007e-04
Epoch 1346/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.1359e-04
Epoch 1347/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1410e-04
Epoch 1348/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.1267e-04
Epoch 1349/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1271e-04
Epoch 1350/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.1165e-04
Epoch 1351/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.1002e-04
Epoch 1352/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1105e-04
Epoch 1353/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0984e-04
Epoch 1354/3000
2/2 [==============================] - 0s 8ms/step - loss: 4.1023e-04
Epoch 1355/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.1042e-04
Epoch 1356/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0956e-04
Epoch 1357/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0967e-04
Epoch 1358/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0993e-04
Epoch 1359/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0945e-04
Epoch 1360/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.1026e-04
Epoch 1361/3000
2/2 [==============================] - 0s 8ms/step - loss: 4.1234e-04
Epoch 1362/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0973e-04
Epoch 1363/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1050e-04
Epoch 1364/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.1143e-04
Epoch 1365/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1261e-04
Epoch 1366/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0985e-04
Epoch 1367/3000
2/2 [==============================] - 0s 9ms/step - loss: 4.0935e-04
Epoch 1368/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.1052e-04
Epoch 1369/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.1015e-04
Epoch 1370/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1171e-04
Epoch 1371/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0987e-04
Epoch 1372/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.1034e-04
Epoch 1373/3000
2/2 [==============================] - 0s 10ms/step - loss: 4.1132e-04
Epoch 1374/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.1089e-04
Epoch 1375/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.1216e-04
Epoch 1376/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.1389e-04
Epoch 1377/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1005e-04
Epoch 1378/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.1061e-04
Epoch 1379/3000
2/2 [==============================] - 0s 7ms/step - loss: 4.1015e-04
Epoch 1380/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.1017e-04
Epoch 1381/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.1045e-04
Epoch 1382/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.0976e-04
Epoch 1383/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.1139e-04
Epoch 1384/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.1011e-04
Epoch 1385/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.1036e-04
Epoch 1386/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.1001e-04
Epoch 1387/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.0939e-04
Epoch 1388/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.1030e-04
Epoch 1389/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1184e-04
Epoch 1390/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.0964e-04
Epoch 1391/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0904e-04
Epoch 1392/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.1055e-04
Epoch 1393/3000
2/2 [==============================] - 0s 9ms/step - loss: 4.0977e-04
Epoch 1394/3000
2/2 [==============================] - 0s 8ms/step - loss: 4.0943e-04
Epoch 1395/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.1030e-04
Epoch 1396/3000
2/2 [==============================] - 0s 20ms/step - loss: 4.1066e-04
Epoch 1397/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.0942e-04
Epoch 1398/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.1133e-04
Epoch 1399/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.1026e-04
Epoch 1400/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1005e-04
Epoch 1401/3000
2/2 [==============================] - 0s 9ms/step - loss: 4.1022e-04
Epoch 1402/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.1095e-04
Epoch 1403/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0974e-04
Epoch 1404/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.1004e-04
Epoch 1405/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0949e-04
Epoch 1406/3000
2/2 [==============================] - 0s 13ms/step - loss: 4.1231e-04
Epoch 1407/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.0976e-04
Epoch 1408/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0900e-04
Epoch 1409/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.1034e-04
Epoch 1410/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0984e-04
Epoch 1411/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0955e-04
Epoch 1412/3000
2/2 [==============================] - 0s 9ms/step - loss: 4.1010e-04
Epoch 1413/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.1048e-04
Epoch 1414/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1096e-04
Epoch 1415/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0915e-04
Epoch 1416/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0950e-04
Epoch 1417/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0896e-04
Epoch 1418/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.1142e-04
Epoch 1419/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0994e-04
Epoch 1420/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0920e-04
Epoch 1421/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.0977e-04
Epoch 1422/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.0934e-04
Epoch 1423/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1032e-04
Epoch 1424/3000
2/2 [==============================] - 0s 10ms/step - loss: 4.1027e-04
Epoch 1425/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0966e-04
Epoch 1426/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0967e-04
Epoch 1427/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0953e-04
Epoch 1428/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1396e-04
Epoch 1429/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.1039e-04
Epoch 1430/3000
2/2 [==============================] - 0s 9ms/step - loss: 4.0900e-04
Epoch 1431/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0920e-04
Epoch 1432/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.0996e-04
Epoch 1433/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.0901e-04
Epoch 1434/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0903e-04
Epoch 1435/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.0912e-04
Epoch 1436/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.0921e-04
Epoch 1437/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0917e-04
Epoch 1438/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0886e-04
Epoch 1439/3000
2/2 [==============================] - 0s 7ms/step - loss: 4.0987e-04
Epoch 1440/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.0893e-04
Epoch 1441/3000
2/2 [==============================] - 0s 8ms/step - loss: 4.1142e-04
Epoch 1442/3000
2/2 [==============================] - 0s 7ms/step - loss: 4.1070e-04
Epoch 1443/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0961e-04
Epoch 1444/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.1306e-04
Epoch 1445/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1110e-04
Epoch 1446/3000
2/2 [==============================] - 0s 9ms/step - loss: 4.0903e-04
Epoch 1447/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0959e-04
Epoch 1448/3000
2/2 [==============================] - 0s 7ms/step - loss: 4.1050e-04
Epoch 1449/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0909e-04
Epoch 1450/3000
2/2 [==============================] - 0s 7ms/step - loss: 4.1280e-04
Epoch 1451/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.1544e-04
Epoch 1452/3000
2/2 [==============================] - 0s 11ms/step - loss: 4.1099e-04
Epoch 1453/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.0962e-04
Epoch 1454/3000
2/2 [==============================] - 0s 7ms/step - loss: 4.0941e-04
Epoch 1455/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0950e-04
Epoch 1456/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0995e-04
Epoch 1457/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.0971e-04
Epoch 1458/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.0868e-04
Epoch 1459/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.1800e-04
Epoch 1460/3000
2/2 [==============================] - 0s 9ms/step - loss: 4.0921e-04
Epoch 1461/3000
2/2 [==============================] - 0s 9ms/step - loss: 4.1034e-04
Epoch 1462/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.1168e-04
Epoch 1463/3000
2/2 [==============================] - 0s 13ms/step - loss: 4.0897e-04
Epoch 1464/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.1301e-04
Epoch 1465/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1103e-04
Epoch 1466/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.0868e-04
Epoch 1467/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1230e-04
Epoch 1468/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1260e-04
Epoch 1469/3000
2/2 [==============================] - 0s 9ms/step - loss: 4.1336e-04
Epoch 1470/3000
2/2 [==============================] - 0s 7ms/step - loss: 4.0904e-04
Epoch 1471/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0874e-04
Epoch 1472/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0916e-04
Epoch 1473/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0890e-04
Epoch 1474/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0894e-04
Epoch 1475/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0856e-04
Epoch 1476/3000
2/2 [==============================] - 0s 7ms/step - loss: 4.0947e-04
Epoch 1477/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.0964e-04
Epoch 1478/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1211e-04
Epoch 1479/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.1317e-04
Epoch 1480/3000
2/2 [==============================] - 0s 9ms/step - loss: 4.1212e-04
Epoch 1481/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0833e-04
Epoch 1482/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0912e-04
Epoch 1483/3000
2/2 [==============================] - 0s 10ms/step - loss: 4.1098e-04
Epoch 1484/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.1206e-04
Epoch 1485/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1046e-04
Epoch 1486/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0953e-04
Epoch 1487/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0938e-04
Epoch 1488/3000
2/2 [==============================] - 0s 11ms/step - loss: 4.1018e-04
Epoch 1489/3000
2/2 [==============================] - 0s 7ms/step - loss: 4.1002e-04
Epoch 1490/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.1184e-04
Epoch 1491/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0865e-04
Epoch 1492/3000
2/2 [==============================] - 0s 8ms/step - loss: 4.1315e-04
Epoch 1493/3000
2/2 [==============================] - 0s 10ms/step - loss: 4.1555e-04
Epoch 1494/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0969e-04
Epoch 1495/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.1466e-04
Epoch 1496/3000
2/2 [==============================] - 0s 7ms/step - loss: 4.1117e-04
Epoch 1497/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0885e-04
Epoch 1498/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1187e-04
Epoch 1499/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0944e-04
Epoch 1500/3000
2/2 [==============================] - 0s 7ms/step - loss: 4.0969e-04
Epoch 1501/3000
2/2 [==============================] - 0s 14ms/step - loss: 4.1256e-04
Epoch 1502/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0839e-04
Epoch 1503/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.1001e-04
Epoch 1504/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1069e-04
Epoch 1505/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.1158e-04
Epoch 1506/3000
2/2 [==============================] - 0s 7ms/step - loss: 4.1250e-04
Epoch 1507/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1199e-04
Epoch 1508/3000
2/2 [==============================] - 0s 7ms/step - loss: 4.0745e-04
Epoch 1509/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.1192e-04
Epoch 1510/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.1358e-04
Epoch 1511/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0855e-04
Epoch 1512/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.1369e-04
Epoch 1513/3000
2/2 [==============================] - 0s 8ms/step - loss: 4.1027e-04
Epoch 1514/3000
2/2 [==============================] - 0s 9ms/step - loss: 4.1086e-04
Epoch 1515/3000
2/2 [==============================] - 0s 7ms/step - loss: 4.1554e-04
Epoch 1516/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0925e-04
Epoch 1517/3000
2/2 [==============================] - 0s 20ms/step - loss: 4.1377e-04
Epoch 1518/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.1316e-04
Epoch 1519/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0816e-04
Epoch 1520/3000
2/2 [==============================] - 0s 7ms/step - loss: 4.1594e-04
Epoch 1521/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1426e-04
Epoch 1522/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1069e-04
Epoch 1523/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1279e-04
Epoch 1524/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0960e-04
Epoch 1525/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.1904e-04
Epoch 1526/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.1099e-04
Epoch 1527/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0941e-04
Epoch 1528/3000
2/2 [==============================] - 0s 11ms/step - loss: 4.1735e-04
Epoch 1529/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.1322e-04
Epoch 1530/3000
2/2 [==============================] - 0s 7ms/step - loss: 4.1058e-04
Epoch 1531/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1063e-04
Epoch 1532/3000
2/2 [==============================] - 0s 7ms/step - loss: 4.0836e-04
Epoch 1533/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.1053e-04
Epoch 1534/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.0852e-04
Epoch 1535/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0833e-04
Epoch 1536/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.1519e-04
Epoch 1537/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0812e-04
Epoch 1538/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.0880e-04
Epoch 1539/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1000e-04
Epoch 1540/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0963e-04
Epoch 1541/3000
2/2 [==============================] - 0s 7ms/step - loss: 4.1040e-04
Epoch 1542/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.1160e-04
Epoch 1543/3000
2/2 [==============================] - 0s 12ms/step - loss: 4.1374e-04
Epoch 1544/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0900e-04
Epoch 1545/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0825e-04
Epoch 1546/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.1036e-04
Epoch 1547/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.1357e-04
Epoch 1548/3000
2/2 [==============================] - 0s 8ms/step - loss: 4.0890e-04
Epoch 1549/3000
2/2 [==============================] - 0s 9ms/step - loss: 4.0840e-04
Epoch 1550/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.0967e-04
Epoch 1551/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1139e-04
Epoch 1552/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.1024e-04
Epoch 1553/3000
2/2 [==============================] - 0s 15ms/step - loss: 4.0915e-04
Epoch 1554/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0969e-04
Epoch 1555/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0863e-04
Epoch 1556/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1056e-04
Epoch 1557/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.0905e-04
Epoch 1558/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0856e-04
Epoch 1559/3000
2/2 [==============================] - 0s 11ms/step - loss: 4.0945e-04
Epoch 1560/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0814e-04
Epoch 1561/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0853e-04
Epoch 1562/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.1100e-04
Epoch 1563/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0891e-04
Epoch 1564/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.1200e-04
Epoch 1565/3000
2/2 [==============================] - 0s 11ms/step - loss: 4.1030e-04
Epoch 1566/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0735e-04
Epoch 1567/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0971e-04
Epoch 1568/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.0885e-04
Epoch 1569/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.1061e-04
Epoch 1570/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.0941e-04
Epoch 1571/3000
2/2 [==============================] - 0s 8ms/step - loss: 4.0794e-04
Epoch 1572/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.0793e-04
Epoch 1573/3000
2/2 [==============================] - 0s 11ms/step - loss: 4.0855e-04
Epoch 1574/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1195e-04
Epoch 1575/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0822e-04
Epoch 1576/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0836e-04
Epoch 1577/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0943e-04
Epoch 1578/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0854e-04
Epoch 1579/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0775e-04
Epoch 1580/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0896e-04
Epoch 1581/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0828e-04
Epoch 1582/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0781e-04
Epoch 1583/3000
2/2 [==============================] - 0s 9ms/step - loss: 4.0941e-04
Epoch 1584/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.0766e-04
Epoch 1585/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.0831e-04
Epoch 1586/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.1057e-04
Epoch 1587/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0837e-04
Epoch 1588/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0812e-04
Epoch 1589/3000
2/2 [==============================] - 0s 13ms/step - loss: 4.0966e-04
Epoch 1590/3000
2/2 [==============================] - 0s 16ms/step - loss: 4.0863e-04
Epoch 1591/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0813e-04
Epoch 1592/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1018e-04
Epoch 1593/3000
2/2 [==============================] - 0s 11ms/step - loss: 4.0811e-04
Epoch 1594/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0821e-04
Epoch 1595/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0788e-04
Epoch 1596/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0803e-04
Epoch 1597/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.1003e-04
Epoch 1598/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.1045e-04
Epoch 1599/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0859e-04
Epoch 1600/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.0782e-04
Epoch 1601/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0874e-04
Epoch 1602/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0807e-04
Epoch 1603/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.1195e-04
Epoch 1604/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0768e-04
Epoch 1605/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0863e-04
Epoch 1606/3000
2/2 [==============================] - 0s 11ms/step - loss: 4.0800e-04
Epoch 1607/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0755e-04
Epoch 1608/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.0852e-04
Epoch 1609/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.0779e-04
Epoch 1610/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0754e-04
Epoch 1611/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0816e-04
Epoch 1612/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0852e-04
Epoch 1613/3000
2/2 [==============================] - 0s 10ms/step - loss: 4.0982e-04
Epoch 1614/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.0859e-04
Epoch 1615/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0871e-04
Epoch 1616/3000
2/2 [==============================] - 0s 8ms/step - loss: 4.0779e-04
Epoch 1617/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.0832e-04
Epoch 1618/3000
2/2 [==============================] - 0s 11ms/step - loss: 4.0753e-04
Epoch 1619/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0912e-04
Epoch 1620/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1054e-04
Epoch 1621/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0808e-04
Epoch 1622/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0782e-04
Epoch 1623/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0922e-04
Epoch 1624/3000
2/2 [==============================] - 0s 9ms/step - loss: 4.0766e-04
Epoch 1625/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0845e-04
Epoch 1626/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0800e-04
Epoch 1627/3000
2/2 [==============================] - 0s 7ms/step - loss: 4.0782e-04
Epoch 1628/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1032e-04
Epoch 1629/3000
2/2 [==============================] - 0s 13ms/step - loss: 4.0836e-04
Epoch 1630/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.1117e-04
Epoch 1631/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0864e-04
Epoch 1632/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0940e-04
Epoch 1633/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1029e-04
Epoch 1634/3000
2/2 [==============================] - 0s 8ms/step - loss: 4.0756e-04
Epoch 1635/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.1005e-04
Epoch 1636/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.0855e-04
Epoch 1637/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0782e-04
Epoch 1638/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.1082e-04
Epoch 1639/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0837e-04
Epoch 1640/3000
2/2 [==============================] - 0s 12ms/step - loss: 4.0799e-04
Epoch 1641/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0849e-04
Epoch 1642/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0842e-04
Epoch 1643/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0827e-04
Epoch 1644/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0738e-04
Epoch 1645/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0766e-04
Epoch 1646/3000
2/2 [==============================] - 0s 13ms/step - loss: 4.0888e-04
Epoch 1647/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0927e-04
Epoch 1648/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0916e-04
Epoch 1649/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.0750e-04
Epoch 1650/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.0748e-04
Epoch 1651/3000
2/2 [==============================] - 0s 7ms/step - loss: 4.0816e-04
Epoch 1652/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0811e-04
Epoch 1653/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.1187e-04
Epoch 1654/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0915e-04
Epoch 1655/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0689e-04
Epoch 1656/3000
2/2 [==============================] - 0s 8ms/step - loss: 4.1204e-04
Epoch 1657/3000
2/2 [==============================] - 0s 12ms/step - loss: 4.1233e-04
Epoch 1658/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0846e-04
Epoch 1659/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1021e-04
Epoch 1660/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.1252e-04
Epoch 1661/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0910e-04
Epoch 1662/3000
2/2 [==============================] - 0s 7ms/step - loss: 4.0732e-04
Epoch 1663/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0908e-04
Epoch 1664/3000
2/2 [==============================] - 0s 7ms/step - loss: 4.0799e-04
Epoch 1665/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0984e-04
Epoch 1666/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0816e-04
Epoch 1667/3000
2/2 [==============================] - 0s 14ms/step - loss: 4.0994e-04
Epoch 1668/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0799e-04
Epoch 1669/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0964e-04
Epoch 1670/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1072e-04
Epoch 1671/3000
2/2 [==============================] - 0s 8ms/step - loss: 4.1176e-04
Epoch 1672/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.0681e-04
Epoch 1673/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.1456e-04
Epoch 1674/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1000e-04
Epoch 1675/3000
2/2 [==============================] - 0s 7ms/step - loss: 4.1308e-04
Epoch 1676/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1415e-04
Epoch 1677/3000
2/2 [==============================] - 0s 14ms/step - loss: 4.0941e-04
Epoch 1678/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0967e-04
Epoch 1679/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0909e-04
Epoch 1680/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0769e-04
Epoch 1681/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0795e-04
Epoch 1682/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1693e-04
Epoch 1683/3000
2/2 [==============================] - 0s 13ms/step - loss: 4.0956e-04
Epoch 1684/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.0798e-04
Epoch 1685/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1001e-04
Epoch 1686/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0705e-04
Epoch 1687/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0741e-04
Epoch 1688/3000
2/2 [==============================] - 0s 9ms/step - loss: 4.0898e-04
Epoch 1689/3000
2/2 [==============================] - 0s 9ms/step - loss: 4.0919e-04
Epoch 1690/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0723e-04
Epoch 1691/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0931e-04
Epoch 1692/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.0725e-04
Epoch 1693/3000
2/2 [==============================] - 0s 7ms/step - loss: 4.0748e-04
Epoch 1694/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0751e-04
Epoch 1695/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0726e-04
Epoch 1696/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0768e-04
Epoch 1697/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.1180e-04
Epoch 1698/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1467e-04
Epoch 1699/3000
2/2 [==============================] - 0s 11ms/step - loss: 4.0858e-04
Epoch 1700/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0709e-04
Epoch 1701/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0943e-04
Epoch 1702/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.0758e-04
Epoch 1703/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0757e-04
Epoch 1704/3000
2/2 [==============================] - 0s 12ms/step - loss: 4.1085e-04
Epoch 1705/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0667e-04
Epoch 1706/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0849e-04
Epoch 1707/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0969e-04
Epoch 1708/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0817e-04
Epoch 1709/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0852e-04
Epoch 1710/3000
2/2 [==============================] - 0s 8ms/step - loss: 4.0847e-04
Epoch 1711/3000
2/2 [==============================] - 0s 7ms/step - loss: 4.0791e-04
Epoch 1712/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.0780e-04
Epoch 1713/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0908e-04
Epoch 1714/3000
2/2 [==============================] - 0s 14ms/step - loss: 4.0685e-04
Epoch 1715/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0692e-04
Epoch 1716/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0842e-04
Epoch 1717/3000
2/2 [==============================] - 0s 7ms/step - loss: 4.1542e-04
Epoch 1718/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0877e-04
Epoch 1719/3000
2/2 [==============================] - 0s 11ms/step - loss: 4.0894e-04
Epoch 1720/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0848e-04
Epoch 1721/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0765e-04
Epoch 1722/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.1011e-04
Epoch 1723/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.1058e-04
Epoch 1724/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0831e-04
Epoch 1725/3000
2/2 [==============================] - 0s 12ms/step - loss: 4.0735e-04
Epoch 1726/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0704e-04
Epoch 1727/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0761e-04
Epoch 1728/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0942e-04
Epoch 1729/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.0762e-04
Epoch 1730/3000
2/2 [==============================] - 0s 8ms/step - loss: 4.0718e-04
Epoch 1731/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0719e-04
Epoch 1732/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.0782e-04
Epoch 1733/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1058e-04
Epoch 1734/3000
2/2 [==============================] - 0s 8ms/step - loss: 4.0825e-04
Epoch 1735/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0706e-04
Epoch 1736/3000
2/2 [==============================] - 0s 9ms/step - loss: 4.0833e-04
Epoch 1737/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.1390e-04
Epoch 1738/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0737e-04
Epoch 1739/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0731e-04
Epoch 1740/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0795e-04
Epoch 1741/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0793e-04
Epoch 1742/3000
2/2 [==============================] - 0s 10ms/step - loss: 4.0677e-04
Epoch 1743/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.0929e-04
Epoch 1744/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0731e-04
Epoch 1745/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0716e-04
Epoch 1746/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0670e-04
Epoch 1747/3000
2/2 [==============================] - 0s 8ms/step - loss: 4.0802e-04
Epoch 1748/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0707e-04
Epoch 1749/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0722e-04
Epoch 1750/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.0901e-04
Epoch 1751/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0771e-04
Epoch 1752/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0698e-04
Epoch 1753/3000
2/2 [==============================] - 0s 8ms/step - loss: 4.0810e-04
Epoch 1754/3000
2/2 [==============================] - 0s 11ms/step - loss: 4.0711e-04
Epoch 1755/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1267e-04
Epoch 1756/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.0821e-04
Epoch 1757/3000
2/2 [==============================] - 0s 14ms/step - loss: 4.0817e-04
Epoch 1758/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0947e-04
Epoch 1759/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.0737e-04
Epoch 1760/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0812e-04
Epoch 1761/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0967e-04
Epoch 1762/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0711e-04
Epoch 1763/3000
2/2 [==============================] - 0s 11ms/step - loss: 4.1083e-04
Epoch 1764/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0756e-04
Epoch 1765/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.0941e-04
Epoch 1766/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.1015e-04
Epoch 1767/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0681e-04
Epoch 1768/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0850e-04
Epoch 1769/3000
2/2 [==============================] - 0s 7ms/step - loss: 4.0740e-04
Epoch 1770/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0789e-04
Epoch 1771/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0684e-04
Epoch 1772/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0744e-04
Epoch 1773/3000
2/2 [==============================] - 0s 7ms/step - loss: 4.0728e-04
Epoch 1774/3000
2/2 [==============================] - 0s 7ms/step - loss: 4.0834e-04
Epoch 1775/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1112e-04
Epoch 1776/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1044e-04
Epoch 1777/3000
2/2 [==============================] - 0s 13ms/step - loss: 4.0727e-04
Epoch 1778/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0783e-04
Epoch 1779/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1175e-04
Epoch 1780/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.0997e-04
Epoch 1781/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0885e-04
Epoch 1782/3000
2/2 [==============================] - 0s 14ms/step - loss: 4.1220e-04
Epoch 1783/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0693e-04
Epoch 1784/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.0876e-04
Epoch 1785/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0837e-04
Epoch 1786/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0861e-04
Epoch 1787/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.0776e-04
Epoch 1788/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.1242e-04
Epoch 1789/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0938e-04
Epoch 1790/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0653e-04
Epoch 1791/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0844e-04
Epoch 1792/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.0780e-04
Epoch 1793/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.0686e-04
Epoch 1794/3000
2/2 [==============================] - 0s 12ms/step - loss: 4.0770e-04
Epoch 1795/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0854e-04
Epoch 1796/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0902e-04
Epoch 1797/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0866e-04
Epoch 1798/3000
2/2 [==============================] - 0s 7ms/step - loss: 4.0638e-04
Epoch 1799/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0786e-04
Epoch 1800/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0864e-04
Epoch 1801/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.0638e-04
Epoch 1802/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0749e-04
Epoch 1803/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0778e-04
Epoch 1804/3000
2/2 [==============================] - 0s 11ms/step - loss: 4.0768e-04
Epoch 1805/3000
2/2 [==============================] - 0s 7ms/step - loss: 4.0710e-04
Epoch 1806/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.0693e-04
Epoch 1807/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0713e-04
Epoch 1808/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0735e-04
Epoch 1809/3000
2/2 [==============================] - 0s 11ms/step - loss: 4.0636e-04
Epoch 1810/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0738e-04
Epoch 1811/3000
2/2 [==============================] - 0s 7ms/step - loss: 4.0759e-04
Epoch 1812/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.0654e-04
Epoch 1813/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0746e-04
Epoch 1814/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0897e-04
Epoch 1815/3000
2/2 [==============================] - 0s 10ms/step - loss: 4.0703e-04
Epoch 1816/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.0733e-04
Epoch 1817/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.0776e-04
Epoch 1818/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0631e-04
Epoch 1819/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.0635e-04
Epoch 1820/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0857e-04
Epoch 1821/3000
2/2 [==============================] - 0s 9ms/step - loss: 4.0843e-04
Epoch 1822/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0807e-04
Epoch 1823/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0658e-04
Epoch 1824/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0793e-04
Epoch 1825/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.1093e-04
Epoch 1826/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0658e-04
Epoch 1827/3000
2/2 [==============================] - 0s 7ms/step - loss: 4.0750e-04
Epoch 1828/3000
2/2 [==============================] - 0s 7ms/step - loss: 4.0848e-04
Epoch 1829/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0686e-04
Epoch 1830/3000
2/2 [==============================] - 0s 7ms/step - loss: 4.0783e-04
Epoch 1831/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0999e-04
Epoch 1832/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.0688e-04
Epoch 1833/3000
2/2 [==============================] - 0s 9ms/step - loss: 4.0623e-04
Epoch 1834/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0900e-04
Epoch 1835/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0748e-04
Epoch 1836/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.0788e-04
Epoch 1837/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.1353e-04
Epoch 1838/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0702e-04
Epoch 1839/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.0861e-04
Epoch 1840/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.0702e-04
Epoch 1841/3000
2/2 [==============================] - 0s 9ms/step - loss: 4.0825e-04
Epoch 1842/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1103e-04
Epoch 1843/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0815e-04
Epoch 1844/3000
2/2 [==============================] - 0s 8ms/step - loss: 4.0621e-04
Epoch 1845/3000
2/2 [==============================] - 0s 8ms/step - loss: 4.0661e-04
Epoch 1846/3000
2/2 [==============================] - 0s 7ms/step - loss: 4.0853e-04
Epoch 1847/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0612e-04
Epoch 1848/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0713e-04
Epoch 1849/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0632e-04
Epoch 1850/3000
2/2 [==============================] - 0s 10ms/step - loss: 4.0659e-04
Epoch 1851/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.0624e-04
Epoch 1852/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.0615e-04
Epoch 1853/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0608e-04
Epoch 1854/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0873e-04
Epoch 1855/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0669e-04
Epoch 1856/3000
2/2 [==============================] - 0s 11ms/step - loss: 4.0726e-04
Epoch 1857/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0876e-04
Epoch 1858/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0696e-04
Epoch 1859/3000
2/2 [==============================] - 0s 8ms/step - loss: 4.0845e-04
Epoch 1860/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.0660e-04
Epoch 1861/3000
2/2 [==============================] - 0s 11ms/step - loss: 4.0762e-04
Epoch 1862/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0644e-04
Epoch 1863/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0640e-04
Epoch 1864/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.0627e-04
Epoch 1865/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0600e-04
Epoch 1866/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0684e-04
Epoch 1867/3000
2/2 [==============================] - 0s 16ms/step - loss: 4.0636e-04
Epoch 1868/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0661e-04
Epoch 1869/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.1147e-04
Epoch 1870/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0661e-04
Epoch 1871/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0624e-04
Epoch 1872/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0686e-04
Epoch 1873/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.0577e-04
Epoch 1874/3000
2/2 [==============================] - 0s 11ms/step - loss: 4.1428e-04
Epoch 1875/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.0729e-04
Epoch 1876/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1490e-04
Epoch 1877/3000
2/2 [==============================] - 0s 8ms/step - loss: 4.1082e-04
Epoch 1878/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.0660e-04
Epoch 1879/3000
2/2 [==============================] - 0s 12ms/step - loss: 4.0901e-04
Epoch 1880/3000
2/2 [==============================] - ETA: 0s - loss: 4.2655e-0 - 0s 4ms/step - loss: 4.0631e-04
Epoch 1881/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1241e-04
Epoch 1882/3000
2/2 [==============================] - 0s 8ms/step - loss: 4.0702e-04
Epoch 1883/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1190e-04
Epoch 1884/3000
2/2 [==============================] - 0s 12ms/step - loss: 4.1066e-04
Epoch 1885/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.0778e-04
Epoch 1886/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0992e-04
Epoch 1887/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0860e-04
Epoch 1888/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0927e-04
Epoch 1889/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0992e-04
Epoch 1890/3000
2/2 [==============================] - 0s 11ms/step - loss: 4.0889e-04
Epoch 1891/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0907e-04
Epoch 1892/3000
2/2 [==============================] - 0s 7ms/step - loss: 4.0774e-04
Epoch 1893/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0808e-04
Epoch 1894/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0725e-04
Epoch 1895/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.0628e-04
Epoch 1896/3000
2/2 [==============================] - 0s 12ms/step - loss: 4.0891e-04
Epoch 1897/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0685e-04
Epoch 1898/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0861e-04
Epoch 1899/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0591e-04
Epoch 1900/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0734e-04
Epoch 1901/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.0643e-04
Epoch 1902/3000
2/2 [==============================] - 0s 8ms/step - loss: 4.0693e-04
Epoch 1903/3000
2/2 [==============================] - 0s 9ms/step - loss: 4.0987e-04
Epoch 1904/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0797e-04
Epoch 1905/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0709e-04
Epoch 1906/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0602e-04
Epoch 1907/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.0725e-04
Epoch 1908/3000
2/2 [==============================] - 0s 19ms/step - loss: 4.0850e-04
Epoch 1909/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0752e-04
Epoch 1910/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0607e-04
Epoch 1911/3000
2/2 [==============================] - 0s 10ms/step - loss: 4.0600e-04
Epoch 1912/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0720e-04
Epoch 1913/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1019e-04
Epoch 1914/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0637e-04
Epoch 1915/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0640e-04
Epoch 1916/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0667e-04
Epoch 1917/3000
2/2 [==============================] - 0s 7ms/step - loss: 4.0806e-04
Epoch 1918/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.0662e-04
Epoch 1919/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0644e-04
Epoch 1920/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0646e-04
Epoch 1921/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0651e-04
Epoch 1922/3000
2/2 [==============================] - 0s 12ms/step - loss: 4.0559e-04
Epoch 1923/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0690e-04
Epoch 1924/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0560e-04
Epoch 1925/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0753e-04
Epoch 1926/3000
2/2 [==============================] - 0s 13ms/step - loss: 4.0636e-04
Epoch 1927/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0699e-04
Epoch 1928/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0669e-04
Epoch 1929/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0556e-04
Epoch 1930/3000
2/2 [==============================] - 0s 8ms/step - loss: 4.0931e-04
Epoch 1931/3000
2/2 [==============================] - 0s 14ms/step - loss: 4.0630e-04
Epoch 1932/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1254e-04
Epoch 1933/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.0809e-04
Epoch 1934/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0554e-04
Epoch 1935/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1008e-04
Epoch 1936/3000
2/2 [==============================] - 0s 11ms/step - loss: 4.0734e-04
Epoch 1937/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0768e-04
Epoch 1938/3000
2/2 [==============================] - 0s 7ms/step - loss: 4.0728e-04
Epoch 1939/3000
2/2 [==============================] - 0s 8ms/step - loss: 4.0590e-04
Epoch 1940/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.0935e-04
Epoch 1941/3000
2/2 [==============================] - 0s 11ms/step - loss: 4.0558e-04
Epoch 1942/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0584e-04
Epoch 1943/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.1000e-04
Epoch 1944/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0650e-04
Epoch 1945/3000
2/2 [==============================] - 0s 7ms/step - loss: 4.0777e-04
Epoch 1946/3000
2/2 [==============================] - 0s 7ms/step - loss: 4.0752e-04
Epoch 1947/3000
2/2 [==============================] - 0s 12ms/step - loss: 4.0610e-04
Epoch 1948/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0686e-04
Epoch 1949/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0724e-04
Epoch 1950/3000
2/2 [==============================] - 0s 9ms/step - loss: 4.0743e-04
Epoch 1951/3000
2/2 [==============================] - 0s 9ms/step - loss: 4.0714e-04
Epoch 1952/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0764e-04
Epoch 1953/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0895e-04
Epoch 1954/3000
2/2 [==============================] - 0s 8ms/step - loss: 4.0617e-04
Epoch 1955/3000
2/2 [==============================] - 0s 10ms/step - loss: 4.0660e-04
Epoch 1956/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0597e-04
Epoch 1957/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0633e-04
Epoch 1958/3000
2/2 [==============================] - 0s 10ms/step - loss: 4.0581e-04
Epoch 1959/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0609e-04
Epoch 1960/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0572e-04
Epoch 1961/3000
2/2 [==============================] - 0s 7ms/step - loss: 4.0560e-04
Epoch 1962/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0885e-04
Epoch 1963/3000
2/2 [==============================] - 0s 10ms/step - loss: 4.0688e-04
Epoch 1964/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.1047e-04
Epoch 1965/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0647e-04
Epoch 1966/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0556e-04
Epoch 1967/3000
2/2 [==============================] - ETA: 0s - loss: 3.7529e-0 - 0s 18ms/step - loss: 4.0578e-04
Epoch 1968/3000
2/2 [==============================] - 0s 8ms/step - loss: 4.0579e-04
Epoch 1969/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0600e-04
Epoch 1970/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0992e-04
Epoch 1971/3000
2/2 [==============================] - 0s 9ms/step - loss: 4.0687e-04
Epoch 1972/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0932e-04
Epoch 1973/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0809e-04
Epoch 1974/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.1212e-04
Epoch 1975/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.1085e-04
Epoch 1976/3000
2/2 [==============================] - 0s 11ms/step - loss: 4.0522e-04
Epoch 1977/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1372e-04
Epoch 1978/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.0922e-04
Epoch 1979/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.0680e-04
Epoch 1980/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.0704e-04
Epoch 1981/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1000e-04
Epoch 1982/3000
2/2 [==============================] - 0s 13ms/step - loss: 4.0719e-04
Epoch 1983/3000
2/2 [==============================] - 0s 7ms/step - loss: 4.0787e-04
Epoch 1984/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0853e-04
Epoch 1985/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0718e-04
Epoch 1986/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0682e-04
Epoch 1987/3000
2/2 [==============================] - 0s 10ms/step - loss: 4.0571e-04
Epoch 1988/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0562e-04
Epoch 1989/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0717e-04
Epoch 1990/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0802e-04
Epoch 1991/3000
2/2 [==============================] - 0s 12ms/step - loss: 4.0610e-04
Epoch 1992/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0590e-04
Epoch 1993/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.0550e-04
Epoch 1994/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.0520e-04
Epoch 1995/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0632e-04
Epoch 1996/3000
2/2 [==============================] - 0s 12ms/step - loss: 4.0527e-04
Epoch 1997/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0546e-04
Epoch 1998/3000
2/2 [==============================] - 0s 7ms/step - loss: 4.0955e-04
Epoch 1999/3000
2/2 [==============================] - 0s 7ms/step - loss: 4.0556e-04
Epoch 2000/3000
2/2 [==============================] - 0s 10ms/step - loss: 4.0820e-04
Epoch 2001/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0629e-04
Epoch 2002/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.0738e-04
Epoch 2003/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.0663e-04
Epoch 2004/3000
2/2 [==============================] - 0s 13ms/step - loss: 4.0500e-04
Epoch 2005/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0664e-04
Epoch 2006/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0555e-04
Epoch 2007/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0589e-04
Epoch 2008/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0645e-04
Epoch 2009/3000
2/2 [==============================] - 0s 13ms/step - loss: 4.0541e-04
Epoch 2010/3000
2/2 [==============================] - 0s 8ms/step - loss: 4.0780e-04
Epoch 2011/3000
2/2 [==============================] - 0s 7ms/step - loss: 4.0895e-04
Epoch 2012/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.1039e-04
Epoch 2013/3000
2/2 [==============================] - 0s 8ms/step - loss: 4.0817e-04
Epoch 2014/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.1001e-04
Epoch 2015/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.1044e-04
Epoch 2016/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0613e-04
Epoch 2017/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0879e-04
Epoch 2018/3000
2/2 [==============================] - 0s 8ms/step - loss: 4.0495e-04
Epoch 2019/3000
2/2 [==============================] - 0s 7ms/step - loss: 4.0997e-04
Epoch 2020/3000
2/2 [==============================] - 0s 7ms/step - loss: 4.0888e-04
Epoch 2021/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0903e-04
Epoch 2022/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.0660e-04
Epoch 2023/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0482e-04
Epoch 2024/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.1333e-04
Epoch 2025/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.0678e-04
Epoch 2026/3000
2/2 [==============================] - 0s 11ms/step - loss: 4.0778e-04
Epoch 2027/3000
2/2 [==============================] - 0s 7ms/step - loss: 4.0867e-04
Epoch 2028/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.0800e-04
Epoch 2029/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0683e-04
Epoch 2030/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0559e-04
Epoch 2031/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0569e-04
Epoch 2032/3000
2/2 [==============================] - 0s 8ms/step - loss: 4.0530e-04
Epoch 2033/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.0746e-04
Epoch 2034/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0635e-04
Epoch 2035/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0638e-04
Epoch 2036/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0596e-04
Epoch 2037/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0508e-04
Epoch 2038/3000
2/2 [==============================] - 0s 8ms/step - loss: 4.1056e-04
Epoch 2039/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.0549e-04
Epoch 2040/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.0551e-04
Epoch 2041/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0613e-04
Epoch 2042/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.0679e-04
Epoch 2043/3000
2/2 [==============================] - 0s 9ms/step - loss: 4.0663e-04
Epoch 2044/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0541e-04
Epoch 2045/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0828e-04
Epoch 2046/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.0607e-04
Epoch 2047/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0592e-04
Epoch 2048/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0827e-04
Epoch 2049/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0589e-04
Epoch 2050/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.1054e-04
Epoch 2051/3000
2/2 [==============================] - 0s 8ms/step - loss: 4.0950e-04
Epoch 2052/3000
2/2 [==============================] - 0s 9ms/step - loss: 4.0851e-04
Epoch 2053/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0729e-04
Epoch 2054/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0528e-04
Epoch 2055/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.0483e-04
Epoch 2056/3000
2/2 [==============================] - 0s 12ms/step - loss: 4.0492e-04
Epoch 2057/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.0551e-04
Epoch 2058/3000
2/2 [==============================] - 0s 7ms/step - loss: 4.0569e-04
Epoch 2059/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0496e-04
Epoch 2060/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0808e-04
Epoch 2061/3000
2/2 [==============================] - 0s 18ms/step - loss: 4.0634e-04
Epoch 2062/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0552e-04
Epoch 2063/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0603e-04
Epoch 2064/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.0525e-04
Epoch 2065/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0504e-04
Epoch 2066/3000
2/2 [==============================] - 0s 10ms/step - loss: 4.0514e-04
Epoch 2067/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.0576e-04
Epoch 2068/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0970e-04
Epoch 2069/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0572e-04
Epoch 2070/3000
2/2 [==============================] - 0s 11ms/step - loss: 4.0461e-04
Epoch 2071/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0624e-04
Epoch 2072/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0717e-04
Epoch 2073/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.0682e-04
Epoch 2074/3000
2/2 [==============================] - 0s 8ms/step - loss: 4.0792e-04
Epoch 2075/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0559e-04
Epoch 2076/3000
2/2 [==============================] - 0s 11ms/step - loss: 4.1265e-04
Epoch 2077/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0906e-04
Epoch 2078/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.1047e-04
Epoch 2079/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0803e-04
Epoch 2080/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0959e-04
Epoch 2081/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0946e-04
Epoch 2082/3000
2/2 [==============================] - ETA: 0s - loss: 3.7382e-0 - 0s 13ms/step - loss: 4.1351e-04
Epoch 2083/3000
2/2 [==============================] - 0s 9ms/step - loss: 4.0677e-04
Epoch 2084/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.0902e-04
Epoch 2085/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0776e-04
Epoch 2086/3000
2/2 [==============================] - 0s 9ms/step - loss: 4.0520e-04
Epoch 2087/3000
2/2 [==============================] - 0s 8ms/step - loss: 4.1066e-04
Epoch 2088/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0855e-04
Epoch 2089/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.1030e-04
Epoch 2090/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0543e-04
Epoch 2091/3000
2/2 [==============================] - 0s 7ms/step - loss: 4.0517e-04
Epoch 2092/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.1047e-04
Epoch 2093/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.0468e-04
Epoch 2094/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0857e-04
Epoch 2095/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0476e-04
Epoch 2096/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0545e-04
Epoch 2097/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0667e-04
Epoch 2098/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.0531e-04
Epoch 2099/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0523e-04
Epoch 2100/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0468e-04
Epoch 2101/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0519e-04
Epoch 2102/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0582e-04
Epoch 2103/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0491e-04
Epoch 2104/3000
2/2 [==============================] - 0s 8ms/step - loss: 4.0719e-04
Epoch 2105/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0797e-04
Epoch 2106/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0700e-04
Epoch 2107/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0656e-04
Epoch 2108/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0462e-04
Epoch 2109/3000
2/2 [==============================] - 0s 11ms/step - loss: 4.0677e-04
Epoch 2110/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0491e-04
Epoch 2111/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0703e-04
Epoch 2112/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0811e-04
Epoch 2113/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.0833e-04
Epoch 2114/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0624e-04
Epoch 2115/3000
2/2 [==============================] - 0s 13ms/step - loss: 4.0764e-04
Epoch 2116/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0502e-04
Epoch 2117/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0494e-04
Epoch 2118/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.0571e-04
Epoch 2119/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0676e-04
Epoch 2120/3000
2/2 [==============================] - 0s 12ms/step - loss: 4.0657e-04
Epoch 2121/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0442e-04
Epoch 2122/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.0950e-04
Epoch 2123/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0805e-04
Epoch 2124/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.0632e-04
Epoch 2125/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0599e-04
Epoch 2126/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0415e-04
Epoch 2127/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0707e-04
Epoch 2128/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.0627e-04
Epoch 2129/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0541e-04
Epoch 2130/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0763e-04
Epoch 2131/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0900e-04
Epoch 2132/3000
2/2 [==============================] - 0s 7ms/step - loss: 4.0598e-04
Epoch 2133/3000
2/2 [==============================] - 0s 8ms/step - loss: 4.0670e-04
Epoch 2134/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0456e-04
Epoch 2135/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0487e-04
Epoch 2136/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0515e-04
Epoch 2137/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0454e-04
Epoch 2138/3000
2/2 [==============================] - 0s 11ms/step - loss: 4.0468e-04
Epoch 2139/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0463e-04
Epoch 2140/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0530e-04
Epoch 2141/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.0495e-04
Epoch 2142/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0507e-04
Epoch 2143/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0639e-04
Epoch 2144/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0765e-04
Epoch 2145/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0464e-04
Epoch 2146/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0888e-04
Epoch 2147/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0522e-04
Epoch 2148/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.1042e-04
Epoch 2149/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0665e-04
Epoch 2150/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.0549e-04
Epoch 2151/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0739e-04
Epoch 2152/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.0447e-04
Epoch 2153/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.0675e-04
Epoch 2154/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.0989e-04
Epoch 2155/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0600e-04
Epoch 2156/3000
2/2 [==============================] - 0s 8ms/step - loss: 4.0560e-04
Epoch 2157/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0524e-04
Epoch 2158/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.0509e-04
Epoch 2159/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0642e-04
Epoch 2160/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0658e-04
Epoch 2161/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0618e-04
Epoch 2162/3000
2/2 [==============================] - 0s 7ms/step - loss: 4.0741e-04
Epoch 2163/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0743e-04
Epoch 2164/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0954e-04
Epoch 2165/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0677e-04
Epoch 2166/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0553e-04
Epoch 2167/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0567e-04
Epoch 2168/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0496e-04
Epoch 2169/3000
2/2 [==============================] - 0s 14ms/step - loss: 4.0463e-04
Epoch 2170/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0646e-04
Epoch 2171/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.1123e-04
Epoch 2172/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0991e-04
Epoch 2173/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0830e-04
Epoch 2174/3000
2/2 [==============================] - 0s 12ms/step - loss: 4.0551e-04
Epoch 2175/3000
2/2 [==============================] - 0s 7ms/step - loss: 4.0743e-04
Epoch 2176/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0466e-04
Epoch 2177/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.1068e-04
Epoch 2178/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0692e-04
Epoch 2179/3000
2/2 [==============================] - 0s 8ms/step - loss: 4.0698e-04
Epoch 2180/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0741e-04
Epoch 2181/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.0330e-04
Epoch 2182/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0599e-04
Epoch 2183/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0485e-04
Epoch 2184/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0454e-04
Epoch 2185/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0699e-04
Epoch 2186/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0601e-04
Epoch 2187/3000
2/2 [==============================] - 0s 10ms/step - loss: 4.0577e-04
Epoch 2188/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0424e-04
Epoch 2189/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0565e-04
Epoch 2190/3000
2/2 [==============================] - 0s 10ms/step - loss: 4.0558e-04
Epoch 2191/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0796e-04
Epoch 2192/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.1002e-04
Epoch 2193/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0627e-04
Epoch 2194/3000
2/2 [==============================] - 0s 7ms/step - loss: 4.0400e-04
Epoch 2195/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0707e-04
Epoch 2196/3000
2/2 [==============================] - 0s 11ms/step - loss: 4.0455e-04
Epoch 2197/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0460e-04
Epoch 2198/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0652e-04
Epoch 2199/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0501e-04
Epoch 2200/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0518e-04
Epoch 2201/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0564e-04
Epoch 2202/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.0607e-04
Epoch 2203/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0558e-04
Epoch 2204/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0530e-04
Epoch 2205/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0667e-04
Epoch 2206/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0541e-04
Epoch 2207/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0654e-04
Epoch 2208/3000
2/2 [==============================] - 0s 13ms/step - loss: 4.0563e-04
Epoch 2209/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.0513e-04
Epoch 2210/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0528e-04
Epoch 2211/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.0765e-04
Epoch 2212/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.0638e-04
Epoch 2213/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0404e-04
Epoch 2214/3000
2/2 [==============================] - 0s 12ms/step - loss: 4.0553e-04
Epoch 2215/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.0609e-04
Epoch 2216/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0561e-04
Epoch 2217/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.0668e-04
Epoch 2218/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0494e-04
Epoch 2219/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0493e-04
Epoch 2220/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0531e-04
Epoch 2221/3000
2/2 [==============================] - 0s 13ms/step - loss: 4.0445e-04
Epoch 2222/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0644e-04
Epoch 2223/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.0402e-04
Epoch 2224/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0837e-04
Epoch 2225/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0480e-04
Epoch 2226/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.0622e-04
Epoch 2227/3000
2/2 [==============================] - 0s 9ms/step - loss: 4.0511e-04
Epoch 2228/3000
2/2 [==============================] - 0s 7ms/step - loss: 4.0470e-04
Epoch 2229/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.0766e-04
Epoch 2230/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0525e-04
Epoch 2231/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0497e-04
Epoch 2232/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0644e-04
Epoch 2233/3000
2/2 [==============================] - 0s 7ms/step - loss: 4.0373e-04
Epoch 2234/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0639e-04
Epoch 2235/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.0769e-04
Epoch 2236/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0434e-04
Epoch 2237/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0492e-04
Epoch 2238/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0572e-04
Epoch 2239/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0533e-04
Epoch 2240/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0581e-04
Epoch 2241/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.0403e-04
Epoch 2242/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0450e-04
Epoch 2243/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.0438e-04
Epoch 2244/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.0405e-04
Epoch 2245/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0658e-04
Epoch 2246/3000
2/2 [==============================] - 0s 8ms/step - loss: 4.0465e-04
Epoch 2247/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0457e-04
Epoch 2248/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0684e-04
Epoch 2249/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.0508e-04
Epoch 2250/3000
2/2 [==============================] - 0s 11ms/step - loss: 4.0947e-04
Epoch 2251/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0440e-04
Epoch 2252/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.0524e-04
Epoch 2253/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0621e-04
Epoch 2254/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0340e-04
Epoch 2255/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.0724e-04
Epoch 2256/3000
2/2 [==============================] - 0s 17ms/step - loss: 4.0440e-04
Epoch 2257/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0441e-04
Epoch 2258/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0476e-04
Epoch 2259/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0458e-04
Epoch 2260/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0400e-04
Epoch 2261/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.0388e-04
Epoch 2262/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0400e-04
Epoch 2263/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.0518e-04
Epoch 2264/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0398e-04
Epoch 2265/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.0360e-04
Epoch 2266/3000
2/2 [==============================] - ETA: 0s - loss: 3.7722e-0 - 0s 4ms/step - loss: 4.0378e-04
Epoch 2267/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.0381e-04
Epoch 2268/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0736e-04
Epoch 2269/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0346e-04
Epoch 2270/3000
2/2 [==============================] - 0s 8ms/step - loss: 4.0780e-04
Epoch 2271/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0685e-04
Epoch 2272/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0551e-04
Epoch 2273/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.0448e-04
Epoch 2274/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0410e-04
Epoch 2275/3000
2/2 [==============================] - 0s 11ms/step - loss: 4.0370e-04
Epoch 2276/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0387e-04
Epoch 2277/3000
2/2 [==============================] - 0s 8ms/step - loss: 4.0833e-04
Epoch 2278/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.0361e-04
Epoch 2279/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0674e-04
Epoch 2280/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.0897e-04
Epoch 2281/3000
2/2 [==============================] - 0s 12ms/step - loss: 4.0513e-04
Epoch 2282/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.0652e-04
Epoch 2283/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.0300e-04
Epoch 2284/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0563e-04
Epoch 2285/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0495e-04
Epoch 2286/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0795e-04
Epoch 2287/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0421e-04
Epoch 2288/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.0371e-04
Epoch 2289/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.0535e-04
Epoch 2290/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.0445e-04
Epoch 2291/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0469e-04
Epoch 2292/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.0442e-04
Epoch 2293/3000
2/2 [==============================] - 0s 12ms/step - loss: 4.0373e-04
Epoch 2294/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0972e-04
Epoch 2295/3000
2/2 [==============================] - ETA: 0s - loss: 3.9495e-0 - 0s 3ms/step - loss: 4.0405e-04
Epoch 2296/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0725e-04
Epoch 2297/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0474e-04
Epoch 2298/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0378e-04
Epoch 2299/3000
2/2 [==============================] - 0s 13ms/step - loss: 4.0381e-04
Epoch 2300/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0405e-04
Epoch 2301/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0506e-04
Epoch 2302/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0379e-04
Epoch 2303/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.0496e-04
Epoch 2304/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.0572e-04
Epoch 2305/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0362e-04
Epoch 2306/3000
2/2 [==============================] - 0s 9ms/step - loss: 4.0425e-04
Epoch 2307/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0439e-04
Epoch 2308/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0613e-04
Epoch 2309/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0360e-04
Epoch 2310/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0615e-04
Epoch 2311/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0410e-04
Epoch 2312/3000
2/2 [==============================] - 0s 9ms/step - loss: 4.0454e-04
Epoch 2313/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0582e-04
Epoch 2314/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0477e-04
Epoch 2315/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0744e-04
Epoch 2316/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0932e-04
Epoch 2317/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0565e-04
Epoch 2318/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0413e-04
Epoch 2319/3000
2/2 [==============================] - 0s 9ms/step - loss: 4.0667e-04
Epoch 2320/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0568e-04
Epoch 2321/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0760e-04
Epoch 2322/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0579e-04
Epoch 2323/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0574e-04
Epoch 2324/3000
2/2 [==============================] - 0s 9ms/step - loss: 4.0431e-04
Epoch 2325/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0353e-04
Epoch 2326/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0942e-04
Epoch 2327/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.0462e-04
Epoch 2328/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0834e-04
Epoch 2329/3000
2/2 [==============================] - 0s 7ms/step - loss: 4.0405e-04
Epoch 2330/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0403e-04
Epoch 2331/3000
2/2 [==============================] - 0s 7ms/step - loss: 4.0771e-04
Epoch 2332/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0643e-04
Epoch 2333/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0398e-04
Epoch 2334/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0449e-04
Epoch 2335/3000
2/2 [==============================] - 0s 15ms/step - loss: 4.0448e-04
Epoch 2336/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.0384e-04
Epoch 2337/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0607e-04
Epoch 2338/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0443e-04
Epoch 2339/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0724e-04
Epoch 2340/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0838e-04
Epoch 2341/3000
2/2 [==============================] - 0s 13ms/step - loss: 4.0348e-04
Epoch 2342/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0571e-04
Epoch 2343/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0680e-04
Epoch 2344/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.0731e-04
Epoch 2345/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0627e-04
Epoch 2346/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0429e-04
Epoch 2347/3000
2/2 [==============================] - 0s 9ms/step - loss: 4.0577e-04
Epoch 2348/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0720e-04
Epoch 2349/3000
2/2 [==============================] - 0s 7ms/step - loss: 4.0391e-04
Epoch 2350/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.0478e-04
Epoch 2351/3000
2/2 [==============================] - 0s 9ms/step - loss: 4.0607e-04
Epoch 2352/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0496e-04
Epoch 2353/3000
2/2 [==============================] - 0s 10ms/step - loss: 4.0589e-04
Epoch 2354/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0610e-04
Epoch 2355/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0648e-04
Epoch 2356/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0608e-04
Epoch 2357/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.0481e-04
Epoch 2358/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0471e-04
Epoch 2359/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0603e-04
Epoch 2360/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.0340e-04
Epoch 2361/3000
2/2 [==============================] - 0s 12ms/step - loss: 4.1087e-04
Epoch 2362/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0351e-04
Epoch 2363/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0394e-04
Epoch 2364/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0530e-04
Epoch 2365/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0284e-04
Epoch 2366/3000
2/2 [==============================] - 0s 7ms/step - loss: 4.0584e-04
Epoch 2367/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0605e-04
Epoch 2368/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.0566e-04
Epoch 2369/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.0479e-04
Epoch 2370/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.0288e-04
Epoch 2371/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0559e-04
Epoch 2372/3000
2/2 [==============================] - 0s 7ms/step - loss: 4.0581e-04
Epoch 2373/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0403e-04
Epoch 2374/3000
2/2 [==============================] - 0s 16ms/step - loss: 4.0589e-04
Epoch 2375/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0341e-04
Epoch 2376/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0397e-04
Epoch 2377/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.0342e-04
Epoch 2378/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0332e-04
Epoch 2379/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0529e-04
Epoch 2380/3000
2/2 [==============================] - 0s 8ms/step - loss: 4.0398e-04
Epoch 2381/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.0373e-04
Epoch 2382/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0496e-04
Epoch 2383/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0535e-04
Epoch 2384/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0332e-04
Epoch 2385/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0319e-04
Epoch 2386/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0350e-04
Epoch 2387/3000
2/2 [==============================] - 0s 10ms/step - loss: 4.0389e-04
Epoch 2388/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.0566e-04
Epoch 2389/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0340e-04
Epoch 2390/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.0751e-04
Epoch 2391/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0361e-04
Epoch 2392/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0527e-04
Epoch 2393/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.0437e-04
Epoch 2394/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.0810e-04
Epoch 2395/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0678e-04
Epoch 2396/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0439e-04
Epoch 2397/3000
2/2 [==============================] - 0s 8ms/step - loss: 4.0359e-04
Epoch 2398/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0420e-04
Epoch 2399/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.0425e-04
Epoch 2400/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0729e-04
Epoch 2401/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0517e-04
Epoch 2402/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.0438e-04
Epoch 2403/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.0321e-04
Epoch 2404/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0375e-04
Epoch 2405/3000
2/2 [==============================] - 0s 8ms/step - loss: 4.0448e-04
Epoch 2406/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0407e-04
Epoch 2407/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0385e-04
Epoch 2408/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0369e-04
Epoch 2409/3000
2/2 [==============================] - ETA: 0s - loss: 4.0095e-0 - 0s 16ms/step - loss: 4.0558e-04
Epoch 2410/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.0306e-04
Epoch 2411/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0534e-04
Epoch 2412/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.0571e-04
Epoch 2413/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.0441e-04
Epoch 2414/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0382e-04
Epoch 2415/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.0458e-04
Epoch 2416/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0329e-04
Epoch 2417/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0407e-04
Epoch 2418/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0439e-04
Epoch 2419/3000
2/2 [==============================] - 0s 7ms/step - loss: 4.0342e-04
Epoch 2420/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.0304e-04
Epoch 2421/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0503e-04
Epoch 2422/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0324e-04
Epoch 2423/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0352e-04
Epoch 2424/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0368e-04
Epoch 2425/3000
2/2 [==============================] - 0s 11ms/step - loss: 4.0593e-04
Epoch 2426/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0301e-04
Epoch 2427/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0410e-04
Epoch 2428/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0492e-04
Epoch 2429/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0411e-04
Epoch 2430/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0317e-04
Epoch 2431/3000
2/2 [==============================] - 0s 9ms/step - loss: 4.0302e-04
Epoch 2432/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0454e-04
Epoch 2433/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.0387e-04
Epoch 2434/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.0290e-04
Epoch 2435/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0645e-04
Epoch 2436/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.0392e-04
Epoch 2437/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.0459e-04
Epoch 2438/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0297e-04
Epoch 2439/3000
2/2 [==============================] - 0s 11ms/step - loss: 4.0571e-04
Epoch 2440/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0708e-04
Epoch 2441/3000
2/2 [==============================] - 0s 7ms/step - loss: 4.0348e-04
Epoch 2442/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0601e-04
Epoch 2443/3000
2/2 [==============================] - 0s 15ms/step - loss: 4.0396e-04
Epoch 2444/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0460e-04
Epoch 2445/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0362e-04
Epoch 2446/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0843e-04
Epoch 2447/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0351e-04
Epoch 2448/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0418e-04
Epoch 2449/3000
2/2 [==============================] - 0s 10ms/step - loss: 4.0412e-04
Epoch 2450/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0328e-04
Epoch 2451/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0854e-04
Epoch 2452/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0774e-04
Epoch 2453/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0586e-04
Epoch 2454/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0336e-04
Epoch 2455/3000
2/2 [==============================] - 0s 10ms/step - loss: 4.0621e-04
Epoch 2456/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0410e-04
Epoch 2457/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.0444e-04
Epoch 2458/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.0274e-04
Epoch 2459/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0309e-04
Epoch 2460/3000
2/2 [==============================] - 0s 18ms/step - loss: 4.0327e-04
Epoch 2461/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0881e-04
Epoch 2462/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.0697e-04
Epoch 2463/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0599e-04
Epoch 2464/3000
2/2 [==============================] - 0s 12ms/step - loss: 4.0245e-04
Epoch 2465/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0867e-04
Epoch 2466/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0708e-04
Epoch 2467/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0343e-04
Epoch 2468/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0570e-04
Epoch 2469/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0610e-04
Epoch 2470/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0641e-04
Epoch 2471/3000
2/2 [==============================] - 0s 14ms/step - loss: 4.0465e-04
Epoch 2472/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0427e-04
Epoch 2473/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0714e-04
Epoch 2474/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.0357e-04
Epoch 2475/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0404e-04
Epoch 2476/3000
2/2 [==============================] - 0s 14ms/step - loss: 4.0564e-04
Epoch 2477/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0547e-04
Epoch 2478/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0276e-04
Epoch 2479/3000
2/2 [==============================] - 0s 10ms/step - loss: 4.0361e-04
Epoch 2480/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0353e-04
Epoch 2481/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0385e-04
Epoch 2482/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0372e-04
Epoch 2483/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0245e-04
Epoch 2484/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.0672e-04
Epoch 2485/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0270e-04
Epoch 2486/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.0757e-04
Epoch 2487/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0593e-04
Epoch 2488/3000
2/2 [==============================] - 0s 10ms/step - loss: 4.0200e-04
Epoch 2489/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.1002e-04
Epoch 2490/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.0391e-04
Epoch 2491/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.0632e-04
Epoch 2492/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0536e-04
Epoch 2493/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0487e-04
Epoch 2494/3000
2/2 [==============================] - 0s 13ms/step - loss: 4.0374e-04
Epoch 2495/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0363e-04
Epoch 2496/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0897e-04
Epoch 2497/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0487e-04
Epoch 2498/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0284e-04
Epoch 2499/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0317e-04
Epoch 2500/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0377e-04
Epoch 2501/3000
2/2 [==============================] - 0s 8ms/step - loss: 4.0452e-04
Epoch 2502/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0746e-04
Epoch 2503/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.0306e-04
Epoch 2504/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0522e-04
Epoch 2505/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0210e-04
Epoch 2506/3000
2/2 [==============================] - 0s 11ms/step - loss: 4.0376e-04
Epoch 2507/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0461e-04
Epoch 2508/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0774e-04
Epoch 2509/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0292e-04
Epoch 2510/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.1273e-04
Epoch 2511/3000
2/2 [==============================] - 0s 8ms/step - loss: 4.0528e-04
Epoch 2512/3000
2/2 [==============================] - 0s 10ms/step - loss: 4.0844e-04
Epoch 2513/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1158e-04
Epoch 2514/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.0473e-04
Epoch 2515/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0331e-04
Epoch 2516/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0287e-04
Epoch 2517/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0481e-04
Epoch 2518/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.0509e-04
Epoch 2519/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1070e-04
Epoch 2520/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0429e-04
Epoch 2521/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0516e-04
Epoch 2522/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0620e-04
Epoch 2523/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0373e-04
Epoch 2524/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0447e-04
Epoch 2525/3000
2/2 [==============================] - 0s 9ms/step - loss: 4.0224e-04
Epoch 2526/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0407e-04
Epoch 2527/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0302e-04
Epoch 2528/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.1042e-04
Epoch 2529/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.0251e-04
Epoch 2530/3000
2/2 [==============================] - 0s 14ms/step - loss: 4.0304e-04
Epoch 2531/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0398e-04
Epoch 2532/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0343e-04
Epoch 2533/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0572e-04
Epoch 2534/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0270e-04
Epoch 2535/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.0470e-04
Epoch 2536/3000
2/2 [==============================] - 0s 12ms/step - loss: 4.0820e-04
Epoch 2537/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0346e-04
Epoch 2538/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0225e-04
Epoch 2539/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0520e-04
Epoch 2540/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0570e-04
Epoch 2541/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0390e-04
Epoch 2542/3000
2/2 [==============================] - 0s 7ms/step - loss: 4.0331e-04
Epoch 2543/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.0314e-04
Epoch 2544/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0453e-04
Epoch 2545/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0810e-04
Epoch 2546/3000
2/2 [==============================] - 0s 11ms/step - loss: 4.0722e-04
Epoch 2547/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.0337e-04
Epoch 2548/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0764e-04
Epoch 2549/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0529e-04
Epoch 2550/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.0540e-04
Epoch 2551/3000
2/2 [==============================] - 0s 13ms/step - loss: 4.0466e-04
Epoch 2552/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0340e-04
Epoch 2553/3000
2/2 [==============================] - 0s 7ms/step - loss: 4.1024e-04
Epoch 2554/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.1797e-04
Epoch 2555/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1050e-04
Epoch 2556/3000
2/2 [==============================] - 0s 9ms/step - loss: 4.0430e-04
Epoch 2557/3000
2/2 [==============================] - 0s 8ms/step - loss: 4.0652e-04
Epoch 2558/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.0240e-04
Epoch 2559/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0283e-04
Epoch 2560/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0209e-04
Epoch 2561/3000
2/2 [==============================] - 0s 11ms/step - loss: 4.0229e-04
Epoch 2562/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.0632e-04
Epoch 2563/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0386e-04
Epoch 2564/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.0343e-04
Epoch 2565/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0260e-04
Epoch 2566/3000
2/2 [==============================] - 0s 8ms/step - loss: 4.0287e-04
Epoch 2567/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.0244e-04
Epoch 2568/3000
2/2 [==============================] - 0s 9ms/step - loss: 4.0389e-04
Epoch 2569/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.0565e-04
Epoch 2570/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0269e-04
Epoch 2571/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0216e-04
Epoch 2572/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0429e-04
Epoch 2573/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.0336e-04
Epoch 2574/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0239e-04
Epoch 2575/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0319e-04
Epoch 2576/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0409e-04
Epoch 2577/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.0375e-04
Epoch 2578/3000
2/2 [==============================] - 0s 8ms/step - loss: 4.0235e-04
Epoch 2579/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0354e-04
Epoch 2580/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0360e-04
Epoch 2581/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0269e-04
Epoch 2582/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1176e-04
Epoch 2583/3000
2/2 [==============================] - 0s 7ms/step - loss: 4.0126e-04
Epoch 2584/3000
2/2 [==============================] - 0s 8ms/step - loss: 4.0581e-04
Epoch 2585/3000
2/2 [==============================] - 0s 7ms/step - loss: 4.0367e-04
Epoch 2586/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0339e-04
Epoch 2587/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0459e-04
Epoch 2588/3000
2/2 [==============================] - 0s 9ms/step - loss: 4.1060e-04
Epoch 2589/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0497e-04
Epoch 2590/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0569e-04
Epoch 2591/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0631e-04
Epoch 2592/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.0947e-04
Epoch 2593/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0708e-04
Epoch 2594/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0632e-04
Epoch 2595/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.0787e-04
Epoch 2596/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.1099e-04
Epoch 2597/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1038e-04
Epoch 2598/3000
2/2 [==============================] - 0s 7ms/step - loss: 4.0473e-04
Epoch 2599/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.0812e-04
Epoch 2600/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0741e-04
Epoch 2601/3000
2/2 [==============================] - 0s 8ms/step - loss: 4.0783e-04
Epoch 2602/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0263e-04
Epoch 2603/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0386e-04
Epoch 2604/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.0869e-04
Epoch 2605/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0623e-04
Epoch 2606/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0329e-04
Epoch 2607/3000
2/2 [==============================] - 0s 12ms/step - loss: 4.0571e-04
Epoch 2608/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.0290e-04
Epoch 2609/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1089e-04
Epoch 2610/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0362e-04
Epoch 2611/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0514e-04
Epoch 2612/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0423e-04
Epoch 2613/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.1857e-04
Epoch 2614/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0688e-04
Epoch 2615/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0098e-04
Epoch 2616/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.1099e-04
Epoch 2617/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.1176e-04
Epoch 2618/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0757e-04
Epoch 2619/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.0434e-04
Epoch 2620/3000
2/2 [==============================] - 0s 14ms/step - loss: 4.0432e-04
Epoch 2621/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0483e-04
Epoch 2622/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.0231e-04
Epoch 2623/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0600e-04
Epoch 2624/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0413e-04
Epoch 2625/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0338e-04
Epoch 2626/3000
2/2 [==============================] - 0s 10ms/step - loss: 4.0485e-04
Epoch 2627/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0213e-04
Epoch 2628/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0437e-04
Epoch 2629/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0435e-04
Epoch 2630/3000
2/2 [==============================] - 0s 7ms/step - loss: 4.0458e-04
Epoch 2631/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.0665e-04
Epoch 2632/3000
2/2 [==============================] - 0s 19ms/step - loss: 4.0382e-04
Epoch 2633/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0285e-04
Epoch 2634/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0295e-04
Epoch 2635/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0430e-04
Epoch 2636/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0309e-04
Epoch 2637/3000
2/2 [==============================] - 0s 11ms/step - loss: 4.0385e-04
Epoch 2638/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0220e-04
Epoch 2639/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0252e-04
Epoch 2640/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0173e-04
Epoch 2641/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0278e-04
Epoch 2642/3000
2/2 [==============================] - 0s 9ms/step - loss: 4.0331e-04
Epoch 2643/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0277e-04
Epoch 2644/3000
2/2 [==============================] - 0s 7ms/step - loss: 4.0207e-04
Epoch 2645/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.0302e-04
Epoch 2646/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.0214e-04
Epoch 2647/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0258e-04
Epoch 2648/3000
2/2 [==============================] - 0s 15ms/step - loss: 4.0214e-04
Epoch 2649/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0227e-04
Epoch 2650/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0197e-04
Epoch 2651/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0270e-04
Epoch 2652/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0363e-04
Epoch 2653/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.0214e-04
Epoch 2654/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0433e-04
Epoch 2655/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.0177e-04
Epoch 2656/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.0353e-04
Epoch 2657/3000
2/2 [==============================] - 0s 7ms/step - loss: 4.0256e-04
Epoch 2658/3000
2/2 [==============================] - 0s 7ms/step - loss: 4.0406e-04
Epoch 2659/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0162e-04
Epoch 2660/3000
2/2 [==============================] - 0s 17ms/step - loss: 4.0336e-04
Epoch 2661/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0286e-04
Epoch 2662/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0296e-04
Epoch 2663/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0440e-04
Epoch 2664/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0222e-04
Epoch 2665/3000
2/2 [==============================] - 0s 13ms/step - loss: 4.0266e-04
Epoch 2666/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.0211e-04
Epoch 2667/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0384e-04
Epoch 2668/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0914e-04
Epoch 2669/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0227e-04
Epoch 2670/3000
2/2 [==============================] - 0s 11ms/step - loss: 4.0304e-04
Epoch 2671/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0490e-04
Epoch 2672/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0248e-04
Epoch 2673/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0742e-04
Epoch 2674/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.1033e-04
Epoch 2675/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0459e-04
Epoch 2676/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0165e-04
Epoch 2677/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0487e-04
Epoch 2678/3000
2/2 [==============================] - 0s 13ms/step - loss: 4.0378e-04
Epoch 2679/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0197e-04
Epoch 2680/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.0320e-04
Epoch 2681/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0340e-04
Epoch 2682/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0273e-04
Epoch 2683/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0152e-04
Epoch 2684/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.0477e-04
Epoch 2685/3000
2/2 [==============================] - 0s 8ms/step - loss: 4.0284e-04
Epoch 2686/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0903e-04
Epoch 2687/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0078e-04
Epoch 2688/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0426e-04
Epoch 2689/3000
2/2 [==============================] - 0s 8ms/step - loss: 4.0294e-04
Epoch 2690/3000
2/2 [==============================] - 0s 8ms/step - loss: 4.0559e-04
Epoch 2691/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0570e-04
Epoch 2692/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0442e-04
Epoch 2693/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0616e-04
Epoch 2694/3000
2/2 [==============================] - 0s 8ms/step - loss: 4.0524e-04
Epoch 2695/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.0453e-04
Epoch 2696/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0614e-04
Epoch 2697/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0433e-04
Epoch 2698/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0248e-04
Epoch 2699/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0239e-04
Epoch 2700/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0416e-04
Epoch 2701/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.0157e-04
Epoch 2702/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0217e-04
Epoch 2703/3000
2/2 [==============================] - 0s 9ms/step - loss: 4.0340e-04
Epoch 2704/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.0238e-04
Epoch 2705/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.0206e-04
Epoch 2706/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0233e-04
Epoch 2707/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0835e-04
Epoch 2708/3000
2/2 [==============================] - 0s 14ms/step - loss: 4.0214e-04
Epoch 2709/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.0403e-04
Epoch 2710/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.0404e-04
Epoch 2711/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.1409e-04
Epoch 2712/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0296e-04
Epoch 2713/3000
2/2 [==============================] - 0s 14ms/step - loss: 4.0396e-04
Epoch 2714/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.0445e-04
Epoch 2715/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.0565e-04
Epoch 2716/3000
2/2 [==============================] - 0s 7ms/step - loss: 4.0651e-04
Epoch 2717/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0453e-04
Epoch 2718/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.0450e-04
Epoch 2719/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0131e-04
Epoch 2720/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0189e-04
Epoch 2721/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0222e-04
Epoch 2722/3000
2/2 [==============================] - 0s 13ms/step - loss: 4.0530e-04
Epoch 2723/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.0303e-04
Epoch 2724/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0309e-04
Epoch 2725/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0184e-04
Epoch 2726/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.0243e-04
Epoch 2727/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0219e-04
Epoch 2728/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.0173e-04
Epoch 2729/3000
2/2 [==============================] - 0s 9ms/step - loss: 4.0269e-04
Epoch 2730/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0278e-04
Epoch 2731/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0215e-04
Epoch 2732/3000
2/2 [==============================] - 0s 12ms/step - loss: 4.0242e-04
Epoch 2733/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0208e-04
Epoch 2734/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0265e-04
Epoch 2735/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0472e-04
Epoch 2736/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.0243e-04
Epoch 2737/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0179e-04
Epoch 2738/3000
2/2 [==============================] - 0s 10ms/step - loss: 4.0566e-04
Epoch 2739/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0136e-04
Epoch 2740/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.0384e-04
Epoch 2741/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0204e-04
Epoch 2742/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0287e-04
Epoch 2743/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0780e-04
Epoch 2744/3000
2/2 [==============================] - 0s 7ms/step - loss: 4.0171e-04
Epoch 2745/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0245e-04
Epoch 2746/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.0270e-04
Epoch 2747/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0701e-04
Epoch 2748/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.1044e-04
Epoch 2749/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0129e-04
Epoch 2750/3000
2/2 [==============================] - 0s 15ms/step - loss: 4.0168e-04
Epoch 2751/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0206e-04
Epoch 2752/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0518e-04
Epoch 2753/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.0353e-04
Epoch 2754/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0112e-04
Epoch 2755/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0299e-04
Epoch 2756/3000
2/2 [==============================] - 0s 9ms/step - loss: 4.0111e-04
Epoch 2757/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0178e-04
Epoch 2758/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.0197e-04
Epoch 2759/3000
2/2 [==============================] - 0s 7ms/step - loss: 4.0138e-04
Epoch 2760/3000
2/2 [==============================] - 0s 7ms/step - loss: 4.0242e-04
Epoch 2761/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0161e-04
Epoch 2762/3000
2/2 [==============================] - 0s 7ms/step - loss: 4.0630e-04
Epoch 2763/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0493e-04
Epoch 2764/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0210e-04
Epoch 2765/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0327e-04
Epoch 2766/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0219e-04
Epoch 2767/3000
2/2 [==============================] - 0s 9ms/step - loss: 4.0340e-04
Epoch 2768/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0384e-04
Epoch 2769/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0138e-04
Epoch 2770/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0411e-04
Epoch 2771/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0054e-04
Epoch 2772/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0263e-04
Epoch 2773/3000
2/2 [==============================] - 0s 12ms/step - loss: 4.0186e-04
Epoch 2774/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0372e-04
Epoch 2775/3000
2/2 [==============================] - 0s 7ms/step - loss: 4.0214e-04
Epoch 2776/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0086e-04
Epoch 2777/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0201e-04
Epoch 2778/3000
2/2 [==============================] - 0s 11ms/step - loss: 4.0433e-04
Epoch 2779/3000
2/2 [==============================] - 0s 7ms/step - loss: 4.0199e-04
Epoch 2780/3000
2/2 [==============================] - 0s 9ms/step - loss: 4.0191e-04
Epoch 2781/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0236e-04
Epoch 2782/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0196e-04
Epoch 2783/3000
2/2 [==============================] - 0s 9ms/step - loss: 4.0285e-04
Epoch 2784/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0202e-04
Epoch 2785/3000
2/2 [==============================] - 0s 8ms/step - loss: 4.0229e-04
Epoch 2786/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0174e-04
Epoch 2787/3000
2/2 [==============================] - 0s 7ms/step - loss: 4.0248e-04
Epoch 2788/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.0215e-04
Epoch 2789/3000
2/2 [==============================] - 0s 12ms/step - loss: 4.0306e-04
Epoch 2790/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0381e-04
Epoch 2791/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0127e-04
Epoch 2792/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0662e-04
Epoch 2793/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0286e-04
Epoch 2794/3000
2/2 [==============================] - 0s 8ms/step - loss: 4.0451e-04
Epoch 2795/3000
2/2 [==============================] - 0s 7ms/step - loss: 4.0253e-04
Epoch 2796/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0516e-04
Epoch 2797/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0188e-04
Epoch 2798/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0758e-04
Epoch 2799/3000
2/2 [==============================] - 0s 11ms/step - loss: 4.0251e-04
Epoch 2800/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0662e-04
Epoch 2801/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0355e-04
Epoch 2802/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0362e-04
Epoch 2803/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0481e-04
Epoch 2804/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0203e-04
Epoch 2805/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0480e-04
Epoch 2806/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0174e-04
Epoch 2807/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0140e-04
Epoch 2808/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0191e-04
Epoch 2809/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0350e-04
Epoch 2810/3000
2/2 [==============================] - 0s 13ms/step - loss: 4.0108e-04
Epoch 2811/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0458e-04
Epoch 2812/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0166e-04
Epoch 2813/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0223e-04
Epoch 2814/3000
2/2 [==============================] - 0s 10ms/step - loss: 4.0101e-04
Epoch 2815/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0346e-04
Epoch 2816/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.0471e-04
Epoch 2817/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0380e-04
Epoch 2818/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.0420e-04
Epoch 2819/3000
2/2 [==============================] - 0s 7ms/step - loss: 4.0386e-04
Epoch 2820/3000
2/2 [==============================] - 0s 8ms/step - loss: 4.1094e-04
Epoch 2821/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0329e-04
Epoch 2822/3000
2/2 [==============================] - 0s 7ms/step - loss: 4.0237e-04
Epoch 2823/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.0339e-04
Epoch 2824/3000
2/2 [==============================] - 0s 11ms/step - loss: 4.0425e-04
Epoch 2825/3000
2/2 [==============================] - 0s 7ms/step - loss: 4.0151e-04
Epoch 2826/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0346e-04
Epoch 2827/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0121e-04
Epoch 2828/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0169e-04
Epoch 2829/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0118e-04
Epoch 2830/3000
2/2 [==============================] - 0s 7ms/step - loss: 4.0437e-04
Epoch 2831/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0153e-04
Epoch 2832/3000
2/2 [==============================] - 0s 7ms/step - loss: 4.0136e-04
Epoch 2833/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0476e-04
Epoch 2834/3000
2/2 [==============================] - 0s 9ms/step - loss: 4.0135e-04
Epoch 2835/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0229e-04
Epoch 2836/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0249e-04
Epoch 2837/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.0092e-04
Epoch 2838/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0330e-04
Epoch 2839/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0201e-04
Epoch 2840/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.0436e-04
Epoch 2841/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0218e-04
Epoch 2842/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0210e-04
Epoch 2843/3000
2/2 [==============================] - 0s 7ms/step - loss: 4.0531e-04
Epoch 2844/3000
2/2 [==============================] - 0s 8ms/step - loss: 4.0103e-04
Epoch 2845/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.0695e-04
Epoch 2846/3000
2/2 [==============================] - 0s 8ms/step - loss: 4.0162e-04
Epoch 2847/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.1023e-04
Epoch 2848/3000
2/2 [==============================] - 0s 11ms/step - loss: 4.0353e-04
Epoch 2849/3000
2/2 [==============================] - 0s 8ms/step - loss: 4.0278e-04
Epoch 2850/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0615e-04
Epoch 2851/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0456e-04
Epoch 2852/3000
2/2 [==============================] - 0s 7ms/step - loss: 4.0295e-04
Epoch 2853/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0080e-04
Epoch 2854/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0240e-04
Epoch 2855/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.0443e-04
Epoch 2856/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0531e-04
Epoch 2857/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0114e-04
Epoch 2858/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.0138e-04
Epoch 2859/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.0293e-04
Epoch 2860/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.0779e-04
Epoch 2861/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0020e-04
Epoch 2862/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0304e-04
Epoch 2863/3000
2/2 [==============================] - 0s 13ms/step - loss: 4.0232e-04
Epoch 2864/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0397e-04
Epoch 2865/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.0266e-04
Epoch 2866/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0247e-04
Epoch 2867/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0419e-04
Epoch 2868/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0163e-04
Epoch 2869/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0317e-04
Epoch 2870/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0354e-04
Epoch 2871/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0134e-04
Epoch 2872/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.0168e-04
Epoch 2873/3000
2/2 [==============================] - 0s 12ms/step - loss: 4.0214e-04
Epoch 2874/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0843e-04
Epoch 2875/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0147e-04
Epoch 2876/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0339e-04
Epoch 2877/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0340e-04
Epoch 2878/3000
2/2 [==============================] - ETA: 0s - loss: 3.0371e-0 - 0s 10ms/step - loss: 4.0084e-04
Epoch 2879/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.0142e-04
Epoch 2880/3000
2/2 [==============================] - 0s 8ms/step - loss: 4.0171e-04
Epoch 2881/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0289e-04
Epoch 2882/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.0126e-04
Epoch 2883/3000
2/2 [==============================] - 0s 8ms/step - loss: 4.0058e-04
Epoch 2884/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.0087e-04
Epoch 2885/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.0070e-04
Epoch 2886/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0537e-04
Epoch 2887/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0490e-04
Epoch 2888/3000
2/2 [==============================] - 0s 15ms/step - loss: 4.0210e-04
Epoch 2889/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0104e-04
Epoch 2890/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0267e-04
Epoch 2891/3000
2/2 [==============================] - ETA: 0s - loss: 3.2587e-0 - 0s 14ms/step - loss: 4.0330e-04
Epoch 2892/3000
2/2 [==============================] - 0s 7ms/step - loss: 4.0741e-04
Epoch 2893/3000
2/2 [==============================] - 0s 3ms/step - loss: 3.9978e-04
Epoch 2894/3000
2/2 [==============================] - 0s 8ms/step - loss: 4.0591e-04
Epoch 2895/3000
2/2 [==============================] - 0s 10ms/step - loss: 4.0940e-04
Epoch 2896/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.0779e-04
Epoch 2897/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0328e-04
Epoch 2898/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0403e-04
Epoch 2899/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0242e-04
Epoch 2900/3000
2/2 [==============================] - 0s 15ms/step - loss: 4.0088e-04
Epoch 2901/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.0223e-04
Epoch 2902/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.0373e-04
Epoch 2903/3000
2/2 [==============================] - 0s 7ms/step - loss: 4.0513e-04
Epoch 2904/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.0141e-04
Epoch 2905/3000
2/2 [==============================] - 0s 9ms/step - loss: 4.0456e-04
Epoch 2906/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.0379e-04
Epoch 2907/3000
2/2 [==============================] - 0s 8ms/step - loss: 4.0275e-04
Epoch 2908/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0223e-04
Epoch 2909/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0630e-04
Epoch 2910/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0105e-04
Epoch 2911/3000
2/2 [==============================] - 0s 7ms/step - loss: 4.0517e-04
Epoch 2912/3000
2/2 [==============================] - 0s 8ms/step - loss: 4.0487e-04
Epoch 2913/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0250e-04
Epoch 2914/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.0195e-04
Epoch 2915/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0116e-04
Epoch 2916/3000
2/2 [==============================] - 0s 10ms/step - loss: 4.0157e-04
Epoch 2917/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0097e-04
Epoch 2918/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0128e-04
Epoch 2919/3000
2/2 [==============================] - 0s 10ms/step - loss: 4.0151e-04
Epoch 2920/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.0149e-04
Epoch 2921/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0120e-04
Epoch 2922/3000
2/2 [==============================] - 0s 7ms/step - loss: 4.0082e-04
Epoch 2923/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0310e-04
Epoch 2924/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0118e-04
Epoch 2925/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0360e-04
Epoch 2926/3000
2/2 [==============================] - 0s 11ms/step - loss: 4.0307e-04
Epoch 2927/3000
2/2 [==============================] - 0s 7ms/step - loss: 4.0232e-04
Epoch 2928/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0424e-04
Epoch 2929/3000
2/2 [==============================] - 0s 17ms/step - loss: 4.0156e-04
Epoch 2930/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.0359e-04
Epoch 2931/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0242e-04
Epoch 2932/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.0298e-04
Epoch 2933/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0145e-04
Epoch 2934/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0191e-04
Epoch 2935/3000
2/2 [==============================] - 0s 10ms/step - loss: 4.0121e-04
Epoch 2936/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0501e-04
Epoch 2937/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.0305e-04
Epoch 2938/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.0038e-04
Epoch 2939/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0284e-04
Epoch 2940/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0106e-04
Epoch 2941/3000
2/2 [==============================] - 0s 14ms/step - loss: 4.0249e-04
Epoch 2942/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0115e-04
Epoch 2943/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0121e-04
Epoch 2944/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0473e-04
Epoch 2945/3000
2/2 [==============================] - 0s 7ms/step - loss: 4.0055e-04
Epoch 2946/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0034e-04
Epoch 2947/3000
2/2 [==============================] - 0s 8ms/step - loss: 4.0252e-04
Epoch 2948/3000
2/2 [==============================] - 0s 8ms/step - loss: 4.0127e-04
Epoch 2949/3000
2/2 [==============================] - 0s 13ms/step - loss: 4.0065e-04
Epoch 2950/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0076e-04
Epoch 2951/3000
2/2 [==============================] - 0s 9ms/step - loss: 4.0069e-04
Epoch 2952/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0330e-04
Epoch 2953/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0014e-04
Epoch 2954/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0144e-04
Epoch 2955/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0347e-04
Epoch 2956/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0345e-04
Epoch 2957/3000
2/2 [==============================] - 0s 8ms/step - loss: 4.0419e-04
Epoch 2958/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.0166e-04
Epoch 2959/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0098e-04
Epoch 2960/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0106e-04
Epoch 2961/3000
2/2 [==============================] - 0s 7ms/step - loss: 4.0605e-04
Epoch 2962/3000
2/2 [==============================] - 0s 6ms/step - loss: 3.9995e-04
Epoch 2963/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0725e-04
Epoch 2964/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0236e-04
Epoch 2965/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0355e-04
Epoch 2966/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0194e-04
Epoch 2967/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0023e-04
Epoch 2968/3000
2/2 [==============================] - 0s 11ms/step - loss: 4.0384e-04
Epoch 2969/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0776e-04
Epoch 2970/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0477e-04
Epoch 2971/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0868e-04
Epoch 2972/3000
2/2 [==============================] - 0s 7ms/step - loss: 4.0215e-04
Epoch 2973/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0343e-04
Epoch 2974/3000
2/2 [==============================] - 0s 14ms/step - loss: 4.0707e-04
Epoch 2975/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0091e-04
Epoch 2976/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0192e-04
Epoch 2977/3000
2/2 [==============================] - 0s 12ms/step - loss: 4.0549e-04
Epoch 2978/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0204e-04
Epoch 2979/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.0090e-04
Epoch 2980/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.0053e-04
Epoch 2981/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0223e-04
Epoch 2982/3000
2/2 [==============================] - 0s 3ms/step - loss: 3.9996e-04
Epoch 2983/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0363e-04
Epoch 2984/3000
2/2 [==============================] - 0s 5ms/step - loss: 4.0266e-04
Epoch 2985/3000
2/2 [==============================] - 0s 13ms/step - loss: 4.0329e-04
Epoch 2986/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0193e-04
Epoch 2987/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0187e-04
Epoch 2988/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0096e-04
Epoch 2989/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.0111e-04
Epoch 2990/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0094e-04
Epoch 2991/3000
2/2 [==============================] - 0s 11ms/step - loss: 4.0079e-04
Epoch 2992/3000
2/2 [==============================] - 0s 7ms/step - loss: 4.0795e-04
Epoch 2993/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.0188e-04
Epoch 2994/3000
2/2 [==============================] - 0s 4ms/step - loss: 4.0330e-04
Epoch 2995/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.0104e-04
Epoch 2996/3000
2/2 [==============================] - 0s 12ms/step - loss: 4.0180e-04
Epoch 2997/3000
2/2 [==============================] - 0s 3ms/step - loss: 4.0289e-04
Epoch 2998/3000
2/2 [==============================] - 0s 7ms/step - loss: 4.0073e-04
Epoch 2999/3000
2/2 [==============================] - 0s 2ms/step - loss: 4.0110e-04
Epoch 3000/3000
2/2 [==============================] - 0s 6ms/step - loss: 4.0378e-04





<keras.callbacks.History at 0x192348bcd30>

4. 评估模型

1
loss=model.evaluate(X,y)
7/7 [==============================] - 0s 1ms/step - loss: 4.0144e-04

5. 预测数据

1
2
pre_y=model.predict(X)
pre_y[0],y[0]
(array([0.23767537], dtype=float32), 0.24242419372099475)

1
2
plt.scatter(X,y,color='red')
plt.scatter(X,pre_y,color='blue')
<matplotlib.collections.PathCollection at 0x1923827bc70>

png

1

Tags: Keras深度学习
← ANN | 线性回归 ANN | MLP多层感知器 | 手写数字识别 →
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