In this exercise you'll try to build a neural network that predicts the price of a house according to a simple formula.
So, imagine if house pricing was as easy as a house costs 50k + 50k per bedroom, so that a 1 bedroom house costs 100k, a 2 bedroom house costs 150k etc.
How would you create a neural network that learns this relationship so that it would predict a 7 bedroom house as costing close to 400k etc.
Hint: Your network might work better if you scale the house price down. You don't have to give the answer 400...it might be better to create something that predicts the number 4, and then your answer is in the 'hundreds of thousands' etc.
# importando o framework tensorflow
import tensorflow as tf
# importando o pacote matemático numpy
import numpy as np
# importando o keras do tensorflow
from tensorflow import keras
# definindo um modelo de rede neural simples com uma camada e um neurônio
model = tf.keras.Sequential([keras.layers.Dense(units = 1, input_shape = [1])]
# compilando o otimizador da rede e a função que avalia o desempenho da rede
model.compile(optimizer = 'sgd', loss = 'mean_squared_error')
# definindo os dados de treinamento conforme foi explicado no problema acima
xs = np.array([1.0, 2.0, 3.0, 4.0, 5.0, 6.0], dtype = float)
ys = np.array([100, 150, 200, 250, 300, 350], dtype = float)
# realizando o treinamento na rede
model.fit(xs, ys / 100, epochs = 1000)
# analisando o desempenho da rede
print(model.predict([7.0]) * 100)
Epoch 1/1000 1/1 [==============================] - 0s 192ms/step - loss: 4.6898 Epoch 2/1000 1/1 [==============================] - 0s 5ms/step - loss: 2.1851 Epoch 3/1000 1/1 [==============================] - 0s 2ms/step - loss: 1.0257 Epoch 4/1000 1/1 [==============================] - 0s 6ms/step - loss: 0.4890 Epoch 5/1000 1/1 [==============================] - 0s 4ms/step - loss: 0.2405 Epoch 6/1000 1/1 [==============================] - 0s 2ms/step - loss: 0.1254 Epoch 7/1000 1/1 [==============================] - 0s 4ms/step - loss: 0.0720 Epoch 8/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0472 Epoch 9/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0356 Epoch 10/1000 1/1 [==============================] - 0s 2ms/step - loss: 0.0302 Epoch 11/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0275 Epoch 12/1000 1/1 [==============================] - 0s 4ms/step - loss: 0.0262 Epoch 13/1000 1/1 [==============================] - 0s 4ms/step - loss: 0.0255 Epoch 14/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0251 Epoch 15/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0248 Epoch 16/1000 1/1 [==============================] - 0s 4ms/step - loss: 0.0246 Epoch 17/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0244 Epoch 18/1000 1/1 [==============================] - 0s 4ms/step - loss: 0.0242 Epoch 19/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0240 Epoch 20/1000 1/1 [==============================] - 0s 4ms/step - loss: 0.0238 Epoch 21/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0236 Epoch 22/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0235 Epoch 23/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0233 Epoch 24/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0231 Epoch 25/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0230 Epoch 26/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0228 Epoch 27/1000 1/1 [==============================] - 0s 4ms/step - loss: 0.0226 Epoch 28/1000 1/1 [==============================] - 0s 4ms/step - loss: 0.0225 Epoch 29/1000 1/1 [==============================] - 0s 4ms/step - loss: 0.0223 Epoch 30/1000 1/1 [==============================] - 0s 4ms/step - loss: 0.0221 Epoch 31/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0220 Epoch 32/1000 1/1 [==============================] - 0s 4ms/step - loss: 0.0218 Epoch 33/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0217 Epoch 34/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0215 Epoch 35/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0213 Epoch 36/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0212 Epoch 37/1000 1/1 [==============================] - 0s 4ms/step - loss: 0.0210 Epoch 38/1000 1/1 [==============================] - 0s 4ms/step - loss: 0.0209 Epoch 39/1000 1/1 [==============================] - 0s 4ms/step - loss: 0.0207 Epoch 40/1000 1/1 [==============================] - 0s 4ms/step - loss: 0.0206 Epoch 41/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0204 Epoch 42/1000 1/1 [==============================] - 0s 4ms/step - loss: 0.0203 Epoch 43/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0201 Epoch 44/1000 1/1 [==============================] - 0s 4ms/step - loss: 0.0200 Epoch 45/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0198 Epoch 46/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0197 Epoch 47/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0196 Epoch 48/1000 1/1 [==============================] - 0s 4ms/step - loss: 0.0194 Epoch 49/1000 1/1 [==============================] - 0s 4ms/step - loss: 0.0193 Epoch 50/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0191 Epoch 51/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0190 Epoch 52/1000 1/1 [==============================] - 0s 4ms/step - loss: 0.0189 Epoch 53/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0187 Epoch 54/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0186 Epoch 55/1000 1/1 [==============================] - 0s 4ms/step - loss: 0.0184 Epoch 56/1000 1/1 [==============================] - 0s 4ms/step - loss: 0.0183 Epoch 57/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0182 Epoch 58/1000 1/1 [==============================] - 0s 4ms/step - loss: 0.0180 Epoch 59/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0179 Epoch 60/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0178 Epoch 61/1000 1/1 [==============================] - 0s 4ms/step - loss: 0.0177 Epoch 62/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0175 Epoch 63/1000 1/1 [==============================] - 0s 2ms/step - loss: 0.0174 Epoch 64/1000 1/1 [==============================] - 0s 5ms/step - loss: 0.0173 Epoch 65/1000 1/1 [==============================] - 0s 4ms/step - loss: 0.0171 Epoch 66/1000 1/1 [==============================] - 0s 4ms/step - loss: 0.0170 Epoch 67/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0169 Epoch 68/1000 1/1 [==============================] - 0s 7ms/step - loss: 0.0168 Epoch 69/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0166 Epoch 70/1000 1/1 [==============================] - 0s 6ms/step - loss: 0.0165 Epoch 71/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0164 Epoch 72/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0163 Epoch 73/1000 1/1 [==============================] - 0s 4ms/step - loss: 0.0162 Epoch 74/1000 1/1 [==============================] - 0s 5ms/step - loss: 0.0161 Epoch 75/1000 1/1 [==============================] - 0s 5ms/step - loss: 0.0159 Epoch 76/1000 1/1 [==============================] - 0s 5ms/step - loss: 0.0158 Epoch 77/1000 1/1 [==============================] - 0s 4ms/step - loss: 0.0157 Epoch 78/1000 1/1 [==============================] - 0s 4ms/step - loss: 0.0156 Epoch 79/1000 1/1 [==============================] - 0s 7ms/step - loss: 0.0155 Epoch 80/1000 1/1 [==============================] - 0s 5ms/step - loss: 0.0154 Epoch 81/1000 1/1 [==============================] - 0s 5ms/step - loss: 0.0152 Epoch 82/1000 1/1 [==============================] - 0s 6ms/step - loss: 0.0151 Epoch 83/1000 1/1 [==============================] - 0s 4ms/step - loss: 0.0150 Epoch 84/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0149 Epoch 85/1000 1/1 [==============================] - 0s 10ms/step - loss: 0.0148 Epoch 86/1000 1/1 [==============================] - 0s 4ms/step - loss: 0.0147 Epoch 87/1000 1/1 [==============================] - 0s 4ms/step - loss: 0.0146 Epoch 88/1000 1/1 [==============================] - 0s 4ms/step - loss: 0.0145 Epoch 89/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0144 Epoch 90/1000 1/1 [==============================] - 0s 7ms/step - loss: 0.0143 Epoch 91/1000 1/1 [==============================] - 0s 4ms/step - loss: 0.0142 Epoch 92/1000 1/1 [==============================] - 0s 4ms/step - loss: 0.0141 Epoch 93/1000 1/1 [==============================] - 0s 5ms/step - loss: 0.0140 Epoch 94/1000 1/1 [==============================] - 0s 2ms/step - loss: 0.0139 Epoch 95/1000 1/1 [==============================] - 0s 4ms/step - loss: 0.0138 Epoch 96/1000 1/1 [==============================] - 0s 5ms/step - loss: 0.0137 Epoch 97/1000 1/1 [==============================] - 0s 5ms/step - loss: 0.0136 Epoch 98/1000 1/1 [==============================] - 0s 4ms/step - loss: 0.0135 Epoch 99/1000 1/1 [==============================] - 0s 4ms/step - loss: 0.0134 Epoch 100/1000 1/1 [==============================] - 0s 4ms/step - loss: 0.0133 Epoch 101/1000 1/1 [==============================] - 0s 5ms/step - loss: 0.0132 Epoch 102/1000 1/1 [==============================] - 0s 4ms/step - loss: 0.0131 Epoch 103/1000 1/1 [==============================] - 0s 4ms/step - loss: 0.0130 Epoch 104/1000 1/1 [==============================] - 0s 4ms/step - loss: 0.0129 Epoch 105/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0128 Epoch 106/1000 1/1 [==============================] - 0s 6ms/step - loss: 0.0127 Epoch 107/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0126 Epoch 108/1000 1/1 [==============================] - 0s 4ms/step - loss: 0.0125 Epoch 109/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0124 Epoch 110/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0123 Epoch 111/1000 1/1 [==============================] - 0s 2ms/step - loss: 0.0122 Epoch 112/1000 1/1 [==============================] - 0s 4ms/step - loss: 0.0122 Epoch 113/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0121 Epoch 114/1000 1/1 [==============================] - 0s 4ms/step - loss: 0.0120 Epoch 115/1000 1/1 [==============================] - 0s 4ms/step - loss: 0.0119 Epoch 116/1000 1/1 [==============================] - 0s 5ms/step - loss: 0.0118 Epoch 117/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0117 Epoch 118/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0116 Epoch 119/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0115 Epoch 120/1000 1/1 [==============================] - 0s 4ms/step - loss: 0.0115 Epoch 121/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0114 Epoch 122/1000 1/1 [==============================] - 0s 4ms/step - loss: 0.0113 Epoch 123/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0112 Epoch 124/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0111 Epoch 125/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0111 Epoch 126/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0110 Epoch 127/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0109 Epoch 128/1000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 129/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0107 Epoch 130/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0107 Epoch 131/1000 1/1 [==============================] - 0s 4ms/step - loss: 0.0106 Epoch 132/1000 1/1 [==============================] - 0s 4ms/step - loss: 0.0105 Epoch 133/1000 1/1 [==============================] - 0s 2ms/step - loss: 0.0104 Epoch 134/1000 1/1 [==============================] - 0s 4ms/step - loss: 0.0104 Epoch 135/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0103 Epoch 136/1000 1/1 [==============================] - 0s 2ms/step - loss: 0.0102 Epoch 137/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0101 Epoch 138/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0101 Epoch 139/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0100 Epoch 140/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0099 Epoch 141/1000 1/1 [==============================] - 0s 2ms/step - loss: 0.0098 Epoch 142/1000 1/1 [==============================] - 0s 4ms/step - loss: 0.0098 Epoch 143/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0097 Epoch 144/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0096 Epoch 145/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0096 Epoch 146/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0095 Epoch 147/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0094 Epoch 148/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0093 Epoch 149/1000 1/1 [==============================] - 0s 4ms/step - loss: 0.0093 Epoch 150/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0092 Epoch 151/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0091 Epoch 152/1000 1/1 [==============================] - 0s 2ms/step - loss: 0.0091 Epoch 153/1000 1/1 [==============================] - 0s 2ms/step - loss: 0.0090 Epoch 154/1000 1/1 [==============================] - 0s 2ms/step - loss: 0.0089 Epoch 155/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0089 Epoch 156/1000 1/1 [==============================] - 0s 2ms/step - loss: 0.0088 Epoch 157/1000 1/1 [==============================] - 0s 4ms/step - loss: 0.0087 Epoch 158/1000 1/1 [==============================] - 0s 2ms/step - loss: 0.0087 Epoch 159/1000 1/1 [==============================] - 0s 2ms/step - loss: 0.0086 Epoch 160/1000 1/1 [==============================] - 0s 4ms/step - loss: 0.0086 Epoch 161/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0085 Epoch 162/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0084 Epoch 163/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0084 Epoch 164/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0083 Epoch 165/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0083 Epoch 166/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0082 Epoch 167/1000 1/1 [==============================] - 0s 5ms/step - loss: 0.0081 Epoch 168/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0081 Epoch 169/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0080 Epoch 170/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0080 Epoch 171/1000 1/1 [==============================] - 0s 2ms/step - loss: 0.0079 Epoch 172/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0078 Epoch 173/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0078 Epoch 174/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0077 Epoch 175/1000 1/1 [==============================] - 0s 11ms/step - loss: 0.0077 Epoch 176/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0076 Epoch 177/1000 1/1 [==============================] - 0s 4ms/step - loss: 0.0076 Epoch 178/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0075 Epoch 179/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0074 Epoch 180/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0074 Epoch 181/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0073 Epoch 182/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0073 Epoch 183/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0072 Epoch 184/1000 1/1 [==============================] - 0s 4ms/step - loss: 0.0072 Epoch 185/1000 1/1 [==============================] - 0s 2ms/step - loss: 0.0071 Epoch 186/1000 1/1 [==============================] - 0s 4ms/step - loss: 0.0071 Epoch 187/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0070 Epoch 188/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0070 Epoch 189/1000 1/1 [==============================] - 0s 4ms/step - loss: 0.0069 Epoch 190/1000 1/1 [==============================] - 0s 2ms/step - loss: 0.0069 Epoch 191/1000 1/1 [==============================] - 0s 7ms/step - loss: 0.0068 Epoch 192/1000 1/1 [==============================] - 0s 9ms/step - loss: 0.0068 Epoch 193/1000 1/1 [==============================] - 0s 4ms/step - loss: 0.0067 Epoch 194/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0067 Epoch 195/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0066 Epoch 196/1000 1/1 [==============================] - 0s 4ms/step - loss: 0.0066 Epoch 197/1000 1/1 [==============================] - 0s 17ms/step - loss: 0.0065 Epoch 198/1000 1/1 [==============================] - 0s 4ms/step - loss: 0.0065 Epoch 199/1000 1/1 [==============================] - 0s 6ms/step - loss: 0.0064 Epoch 200/1000 1/1 [==============================] - 0s 4ms/step - loss: 0.0064 Epoch 201/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0063 Epoch 202/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0063 Epoch 203/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0062 Epoch 204/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0062 Epoch 205/1000 1/1 [==============================] - 0s 4ms/step - loss: 0.0062 Epoch 206/1000 1/1 [==============================] - 0s 4ms/step - loss: 0.0061 Epoch 207/1000 1/1 [==============================] - 0s 4ms/step - loss: 0.0061 Epoch 208/1000 1/1 [==============================] - 0s 4ms/step - loss: 0.0060 Epoch 209/1000 1/1 [==============================] - 0s 4ms/step - loss: 0.0060 Epoch 210/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0059 Epoch 211/1000 1/1 [==============================] - 0s 6ms/step - loss: 0.0059 Epoch 212/1000 1/1 [==============================] - 0s 6ms/step - loss: 0.0059 Epoch 213/1000 1/1 [==============================] - 0s 7ms/step - loss: 0.0058 Epoch 214/1000 1/1 [==============================] - 0s 7ms/step - loss: 0.0058 Epoch 215/1000 1/1 [==============================] - 0s 5ms/step - loss: 0.0057 Epoch 216/1000 1/1 [==============================] - 0s 7ms/step - loss: 0.0057 Epoch 217/1000 1/1 [==============================] - 0s 5ms/step - loss: 0.0056 Epoch 218/1000 1/1 [==============================] - 0s 8ms/step - loss: 0.0056 Epoch 219/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0056 Epoch 220/1000 1/1 [==============================] - 0s 7ms/step - loss: 0.0055 Epoch 221/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0055 Epoch 222/1000 1/1 [==============================] - 0s 5ms/step - loss: 0.0054 Epoch 223/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0054 Epoch 224/1000 1/1 [==============================] - 0s 5ms/step - loss: 0.0054 Epoch 225/1000 1/1 [==============================] - 0s 4ms/step - loss: 0.0053 Epoch 226/1000 1/1 [==============================] - 0s 5ms/step - loss: 0.0053 Epoch 227/1000 1/1 [==============================] - 0s 6ms/step - loss: 0.0052 Epoch 228/1000 1/1 [==============================] - 0s 6ms/step - loss: 0.0052 Epoch 229/1000 1/1 [==============================] - 0s 7ms/step - loss: 0.0052 Epoch 230/1000 1/1 [==============================] - 0s 9ms/step - loss: 0.0051 Epoch 231/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0051 Epoch 232/1000 1/1 [==============================] - 0s 6ms/step - loss: 0.0051 Epoch 233/1000 1/1 [==============================] - 0s 4ms/step - loss: 0.0050 Epoch 234/1000 1/1 [==============================] - 0s 4ms/step - loss: 0.0050 Epoch 235/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0049 Epoch 236/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0049 Epoch 237/1000 1/1 [==============================] - 0s 6ms/step - loss: 0.0049 Epoch 238/1000 1/1 [==============================] - 0s 4ms/step - loss: 0.0048 Epoch 239/1000 1/1 [==============================] - 0s 4ms/step - loss: 0.0048 Epoch 240/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0048 Epoch 241/1000 1/1 [==============================] - 0s 5ms/step - loss: 0.0047 Epoch 242/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0047 Epoch 243/1000 1/1 [==============================] - 0s 4ms/step - loss: 0.0047 Epoch 244/1000 1/1 [==============================] - 0s 4ms/step - loss: 0.0046 Epoch 245/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0046 Epoch 246/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0046 Epoch 247/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0045 Epoch 248/1000 1/1 [==============================] - 0s 4ms/step - loss: 0.0045 Epoch 249/1000 1/1 [==============================] - 0s 7ms/step - loss: 0.0045 Epoch 250/1000 1/1 [==============================] - 0s 10ms/step - loss: 0.0044 Epoch 251/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0044 Epoch 252/1000 1/1 [==============================] - 0s 4ms/step - loss: 0.0044 Epoch 253/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0043 Epoch 254/1000 1/1 [==============================] - 0s 4ms/step - loss: 0.0043 Epoch 255/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0043 Epoch 256/1000 1/1 [==============================] - 0s 5ms/step - loss: 0.0042 Epoch 257/1000 1/1 [==============================] - 0s 6ms/step - loss: 0.0042 Epoch 258/1000 1/1 [==============================] - 0s 4ms/step - loss: 0.0042 Epoch 259/1000 1/1 [==============================] - 0s 5ms/step - loss: 0.0041 Epoch 260/1000 1/1 [==============================] - 0s 4ms/step - loss: 0.0041 Epoch 261/1000 1/1 [==============================] - 0s 5ms/step - loss: 0.0041 Epoch 262/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0041 Epoch 263/1000 1/1 [==============================] - 0s 4ms/step - loss: 0.0040 Epoch 264/1000 1/1 [==============================] - 0s 4ms/step - loss: 0.0040 Epoch 265/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0040 Epoch 266/1000 1/1 [==============================] - 0s 4ms/step - loss: 0.0039 Epoch 267/1000 1/1 [==============================] - 0s 4ms/step - loss: 0.0039 Epoch 268/1000 1/1 [==============================] - 0s 6ms/step - loss: 0.0039 Epoch 269/1000 1/1 [==============================] - 0s 4ms/step - loss: 0.0039 Epoch 270/1000 1/1 [==============================] - 0s 4ms/step - loss: 0.0038 Epoch 271/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0038 Epoch 272/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0038 Epoch 273/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0037 Epoch 274/1000 1/1 [==============================] - 0s 4ms/step - loss: 0.0037 Epoch 275/1000 1/1 [==============================] - 0s 4ms/step - loss: 0.0037 Epoch 276/1000 1/1 [==============================] - 0s 5ms/step - loss: 0.0037 Epoch 277/1000 1/1 [==============================] - 0s 6ms/step - loss: 0.0036 Epoch 278/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0036 Epoch 279/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0036 Epoch 280/1000 1/1 [==============================] - 0s 8ms/step - loss: 0.0036 Epoch 281/1000 1/1 [==============================] - 0s 7ms/step - loss: 0.0035 Epoch 282/1000 1/1 [==============================] - 0s 7ms/step - loss: 0.0035 Epoch 283/1000 1/1 [==============================] - 0s 5ms/step - loss: 0.0035 Epoch 284/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0035 Epoch 285/1000 1/1 [==============================] - 0s 4ms/step - loss: 0.0034 Epoch 286/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0034 Epoch 287/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0034 Epoch 288/1000 1/1 [==============================] - 0s 5ms/step - loss: 0.0034 Epoch 289/1000 1/1 [==============================] - 0s 4ms/step - loss: 0.0033 Epoch 290/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0033 Epoch 291/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0033 Epoch 292/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0033 Epoch 293/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0032 Epoch 294/1000 1/1 [==============================] - 0s 4ms/step - loss: 0.0032 Epoch 295/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0032 Epoch 296/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0032 Epoch 297/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0031 Epoch 298/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0031 Epoch 299/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0031 Epoch 300/1000 1/1 [==============================] - 0s 4ms/step - loss: 0.0031 Epoch 301/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0031 Epoch 302/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0030 Epoch 303/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0030 Epoch 304/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0030 Epoch 305/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0030 Epoch 306/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0029 Epoch 307/1000 1/1 [==============================] - 0s 4ms/step - loss: 0.0029 Epoch 308/1000 1/1 [==============================] - 0s 4ms/step - loss: 0.0029 Epoch 309/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0029 Epoch 310/1000 1/1 [==============================] - 0s 4ms/step - loss: 0.0029 Epoch 311/1000 1/1 [==============================] - 0s 4ms/step - loss: 0.0028 Epoch 312/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0028 Epoch 313/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0028 Epoch 314/1000 1/1 [==============================] - 0s 4ms/step - loss: 0.0028 Epoch 315/1000 1/1 [==============================] - 0s 4ms/step - loss: 0.0028 Epoch 316/1000 1/1 [==============================] - 0s 4ms/step - loss: 0.0027 Epoch 317/1000 1/1 [==============================] - 0s 4ms/step - loss: 0.0027 Epoch 318/1000 1/1 [==============================] - 0s 4ms/step - loss: 0.0027 Epoch 319/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0027 Epoch 320/1000 1/1 [==============================] - 0s 4ms/step - loss: 0.0027 Epoch 321/1000 1/1 [==============================] - 0s 4ms/step - loss: 0.0026 Epoch 322/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0026 Epoch 323/1000 1/1 [==============================] - 0s 4ms/step - loss: 0.0026 Epoch 324/1000 1/1 [==============================] - 0s 4ms/step - loss: 0.0026 Epoch 325/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0026 Epoch 326/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0025 Epoch 327/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0025 Epoch 328/1000 1/1 [==============================] - 0s 4ms/step - loss: 0.0025 Epoch 329/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0025 Epoch 330/1000 1/1 [==============================] - 0s 4ms/step - loss: 0.0025 Epoch 331/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0025 Epoch 332/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0024 Epoch 333/1000 1/1 [==============================] - 0s 4ms/step - loss: 0.0024 Epoch 334/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0024 Epoch 335/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0024 Epoch 336/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0024 Epoch 337/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0023 Epoch 338/1000 1/1 [==============================] - 0s 8ms/step - loss: 0.0023 Epoch 339/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0023 Epoch 340/1000 1/1 [==============================] - 0s 2ms/step - loss: 0.0023 Epoch 341/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0023 Epoch 342/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0023 Epoch 343/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0022 Epoch 344/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0022 Epoch 345/1000 1/1 [==============================] - 0s 4ms/step - loss: 0.0022 Epoch 346/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0022 Epoch 347/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0022 Epoch 348/1000 1/1 [==============================] - 0s 4ms/step - loss: 0.0022 Epoch 349/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0021 Epoch 350/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0021 Epoch 351/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0021 Epoch 352/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0021 Epoch 353/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0021 Epoch 354/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0021 Epoch 355/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0021 Epoch 356/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0020 Epoch 357/1000 1/1 [==============================] - 0s 4ms/step - loss: 0.0020 Epoch 358/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0020 Epoch 359/1000 1/1 [==============================] - 0s 4ms/step - loss: 0.0020 Epoch 360/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0020 Epoch 361/1000 1/1 [==============================] - 0s 4ms/step - loss: 0.0020 Epoch 362/1000 1/1 [==============================] - 0s 4ms/step - loss: 0.0020 Epoch 363/1000 1/1 [==============================] - 0s 4ms/step - loss: 0.0019 Epoch 364/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0019 Epoch 365/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0019 Epoch 366/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0019 Epoch 367/1000 1/1 [==============================] - 0s 4ms/step - loss: 0.0019 Epoch 368/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0019 Epoch 369/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0019 Epoch 370/1000 1/1 [==============================] - 0s 4ms/step - loss: 0.0018 Epoch 371/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0018 Epoch 372/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0018 Epoch 373/1000 1/1 [==============================] - 0s 4ms/step - loss: 0.0018 Epoch 374/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0018 Epoch 375/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0018 Epoch 376/1000 1/1 [==============================] - 0s 7ms/step - loss: 0.0018 Epoch 377/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0018 Epoch 378/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0017 Epoch 379/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0017 Epoch 380/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0017 Epoch 381/1000 1/1 [==============================] - 0s 5ms/step - loss: 0.0017 Epoch 382/1000 1/1 [==============================] - 0s 5ms/step - loss: 0.0017 Epoch 383/1000 1/1 [==============================] - 0s 5ms/step - loss: 0.0017 Epoch 384/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0017 Epoch 385/1000 1/1 [==============================] - 0s 8ms/step - loss: 0.0017 Epoch 386/1000 1/1 [==============================] - 0s 5ms/step - loss: 0.0016 Epoch 387/1000 1/1 [==============================] - 0s 4ms/step - loss: 0.0016 Epoch 388/1000 1/1 [==============================] - 0s 4ms/step - loss: 0.0016 Epoch 389/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0016 Epoch 390/1000 1/1 [==============================] - 0s 4ms/step - loss: 0.0016 Epoch 391/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0016 Epoch 392/1000 1/1 [==============================] - 0s 4ms/step - loss: 0.0016 Epoch 393/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0016 Epoch 394/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0015 Epoch 395/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0015 Epoch 396/1000 1/1 [==============================] - 0s 4ms/step - loss: 0.0015 Epoch 397/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0015 Epoch 398/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0015 Epoch 399/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0015 Epoch 400/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0015 Epoch 401/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0015 Epoch 402/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0015 Epoch 403/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0014 Epoch 404/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0014 Epoch 405/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0014 Epoch 406/1000 1/1 [==============================] - 0s 2ms/step - loss: 0.0014 Epoch 407/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0014 Epoch 408/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0014 Epoch 409/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0014 Epoch 410/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0014 Epoch 411/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0014 Epoch 412/1000 1/1 [==============================] - 0s 2ms/step - loss: 0.0014 Epoch 413/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0013 Epoch 414/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0013 Epoch 415/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0013 Epoch 416/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0013 Epoch 417/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0013 Epoch 418/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0013 Epoch 419/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0013 Epoch 420/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0013 Epoch 421/1000 1/1 [==============================] - 0s 2ms/step - loss: 0.0013 Epoch 422/1000 1/1 [==============================] - 0s 2ms/step - loss: 0.0013 Epoch 423/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0013 Epoch 424/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0012 Epoch 425/1000 1/1 [==============================] - 0s 8ms/step - loss: 0.0012 Epoch 426/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0012 Epoch 427/1000 1/1 [==============================] - 0s 9ms/step - loss: 0.0012 Epoch 428/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0012 Epoch 429/1000 1/1 [==============================] - 0s 6ms/step - loss: 0.0012 Epoch 430/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0012 Epoch 431/1000 1/1 [==============================] - 0s 4ms/step - loss: 0.0012 Epoch 432/1000 1/1 [==============================] - 0s 6ms/step - loss: 0.0012 Epoch 433/1000 1/1 [==============================] - 0s 2ms/step - loss: 0.0012 Epoch 434/1000 1/1 [==============================] - 0s 2ms/step - loss: 0.0012 Epoch 435/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0011 Epoch 436/1000 1/1 [==============================] - 0s 4ms/step - loss: 0.0011 Epoch 437/1000 1/1 [==============================] - 0s 2ms/step - loss: 0.0011 Epoch 438/1000 1/1 [==============================] - 0s 4ms/step - loss: 0.0011 Epoch 439/1000 1/1 [==============================] - 0s 4ms/step - loss: 0.0011 Epoch 440/1000 1/1 [==============================] - 0s 4ms/step - loss: 0.0011 Epoch 441/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0011 Epoch 442/1000 1/1 [==============================] - 0s 4ms/step - loss: 0.0011 Epoch 443/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0011 Epoch 444/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0011 Epoch 445/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0011 Epoch 446/1000 1/1 [==============================] - 0s 4ms/step - loss: 0.0011 Epoch 447/1000 1/1 [==============================] - 0s 4ms/step - loss: 0.0010 Epoch 448/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0010 Epoch 449/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0010 Epoch 450/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0010 Epoch 451/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0010 Epoch 452/1000 1/1 [==============================] - 0s 3ms/step - loss: 0.0010 Epoch 453/1000 1/1 [==============================] - 0s 4ms/step - loss: 0.0010 Epoch 454/1000 1/1 [==============================] - 0s 3ms/step - loss: 9.9708e-04 Epoch 455/1000 1/1 [==============================] - 0s 3ms/step - loss: 9.8982e-04 Epoch 456/1000 1/1 [==============================] - 0s 3ms/step - loss: 9.8261e-04 Epoch 457/1000 1/1 [==============================] - 0s 3ms/step - loss: 9.7545e-04 Epoch 458/1000 1/1 [==============================] - 0s 2ms/step - loss: 9.6834e-04 Epoch 459/1000 1/1 [==============================] - 0s 3ms/step - loss: 9.6129e-04 Epoch 460/1000 1/1 [==============================] - 0s 3ms/step - loss: 9.5428e-04 Epoch 461/1000 1/1 [==============================] - 0s 4ms/step - loss: 9.4733e-04 Epoch 462/1000 1/1 [==============================] - 0s 7ms/step - loss: 9.4043e-04 Epoch 463/1000 1/1 [==============================] - 0s 6ms/step - loss: 9.3358e-04 Epoch 464/1000 1/1 [==============================] - 0s 11ms/step - loss: 9.2678e-04 Epoch 465/1000 1/1 [==============================] - 0s 9ms/step - loss: 9.2002e-04 Epoch 466/1000 1/1 [==============================] - 0s 4ms/step - loss: 9.1332e-04 Epoch 467/1000 1/1 [==============================] - 0s 5ms/step - loss: 9.0667e-04 Epoch 468/1000 1/1 [==============================] - 0s 2ms/step - loss: 9.0006e-04 Epoch 469/1000 1/1 [==============================] - 0s 5ms/step - loss: 8.9350e-04 Epoch 470/1000 1/1 [==============================] - 0s 5ms/step - loss: 8.8700e-04 Epoch 471/1000 1/1 [==============================] - 0s 5ms/step - loss: 8.8053e-04 Epoch 472/1000 1/1 [==============================] - 0s 4ms/step - loss: 8.7412e-04 Epoch 473/1000 1/1 [==============================] - 0s 2ms/step - loss: 8.6775e-04 Epoch 474/1000 1/1 [==============================] - 0s 5ms/step - loss: 8.6143e-04 Epoch 475/1000 1/1 [==============================] - 0s 6ms/step - loss: 8.5515e-04 Epoch 476/1000 1/1 [==============================] - 0s 2ms/step - loss: 8.4892e-04 Epoch 477/1000 1/1 [==============================] - 0s 3ms/step - loss: 8.4273e-04 Epoch 478/1000 1/1 [==============================] - 0s 4ms/step - loss: 8.3660e-04 Epoch 479/1000 1/1 [==============================] - 0s 5ms/step - loss: 8.3050e-04 Epoch 480/1000 1/1 [==============================] - 0s 3ms/step - loss: 8.2445e-04 Epoch 481/1000 1/1 [==============================] - 0s 3ms/step - loss: 8.1844e-04 Epoch 482/1000 1/1 [==============================] - 0s 4ms/step - loss: 8.1248e-04 Epoch 483/1000 1/1 [==============================] - 0s 4ms/step - loss: 8.0656e-04 Epoch 484/1000 1/1 [==============================] - 0s 2ms/step - loss: 8.0069e-04 Epoch 485/1000 1/1 [==============================] - 0s 4ms/step - loss: 7.9485e-04 Epoch 486/1000 1/1 [==============================] - 0s 4ms/step - loss: 7.8906e-04 Epoch 487/1000 1/1 [==============================] - 0s 2ms/step - loss: 7.8331e-04 Epoch 488/1000 1/1 [==============================] - 0s 3ms/step - loss: 7.7761e-04 Epoch 489/1000 1/1 [==============================] - 0s 3ms/step - loss: 7.7194e-04 Epoch 490/1000 1/1 [==============================] - 0s 3ms/step - loss: 7.6632e-04 Epoch 491/1000 1/1 [==============================] - 0s 3ms/step - loss: 7.6073e-04 Epoch 492/1000 1/1 [==============================] - 0s 4ms/step - loss: 7.5519e-04 Epoch 493/1000 1/1 [==============================] - 0s 3ms/step - loss: 7.4969e-04 Epoch 494/1000 1/1 [==============================] - 0s 4ms/step - loss: 7.4423e-04 Epoch 495/1000 1/1 [==============================] - 0s 2ms/step - loss: 7.3881e-04 Epoch 496/1000 1/1 [==============================] - 0s 3ms/step - loss: 7.3342e-04 Epoch 497/1000 1/1 [==============================] - 0s 2ms/step - loss: 7.2808e-04 Epoch 498/1000 1/1 [==============================] - 0s 3ms/step - loss: 7.2278e-04 Epoch 499/1000 1/1 [==============================] - 0s 5ms/step - loss: 7.1751e-04 Epoch 500/1000 1/1 [==============================] - 0s 3ms/step - loss: 7.1228e-04 Epoch 501/1000 1/1 [==============================] - 0s 3ms/step - loss: 7.0710e-04 Epoch 502/1000 1/1 [==============================] - 0s 3ms/step - loss: 7.0194e-04 Epoch 503/1000 1/1 [==============================] - 0s 3ms/step - loss: 6.9683e-04 Epoch 504/1000 1/1 [==============================] - 0s 4ms/step - loss: 6.9175e-04 Epoch 505/1000 1/1 [==============================] - 0s 3ms/step - loss: 6.8671e-04 Epoch 506/1000 1/1 [==============================] - 0s 3ms/step - loss: 6.8171e-04 Epoch 507/1000 1/1 [==============================] - 0s 3ms/step - loss: 6.7674e-04 Epoch 508/1000 1/1 [==============================] - 0s 3ms/step - loss: 6.7181e-04 Epoch 509/1000 1/1 [==============================] - 0s 2ms/step - loss: 6.6692e-04 Epoch 510/1000 1/1 [==============================] - 0s 2ms/step - loss: 6.6206e-04 Epoch 511/1000 1/1 [==============================] - 0s 4ms/step - loss: 6.5724e-04 Epoch 512/1000 1/1 [==============================] - 0s 3ms/step - loss: 6.5245e-04 Epoch 513/1000 1/1 [==============================] - 0s 4ms/step - loss: 6.4769e-04 Epoch 514/1000 1/1 [==============================] - 0s 3ms/step - loss: 6.4298e-04 Epoch 515/1000 1/1 [==============================] - 0s 3ms/step - loss: 6.3829e-04 Epoch 516/1000 1/1 [==============================] - 0s 2ms/step - loss: 6.3364e-04 Epoch 517/1000 1/1 [==============================] - 0s 3ms/step - loss: 6.2902e-04 Epoch 518/1000 1/1 [==============================] - 0s 3ms/step - loss: 6.2444e-04 Epoch 519/1000 1/1 [==============================] - 0s 2ms/step - loss: 6.1989e-04 Epoch 520/1000 1/1 [==============================] - 0s 2ms/step - loss: 6.1537e-04 Epoch 521/1000 1/1 [==============================] - 0s 3ms/step - loss: 6.1089e-04 Epoch 522/1000 1/1 [==============================] - 0s 3ms/step - loss: 6.0644e-04 Epoch 523/1000 1/1 [==============================] - 0s 2ms/step - loss: 6.0202e-04 Epoch 524/1000 1/1 [==============================] - 0s 3ms/step - loss: 5.9764e-04 Epoch 525/1000 1/1 [==============================] - 0s 2ms/step - loss: 5.9328e-04 Epoch 526/1000 1/1 [==============================] - 0s 3ms/step - loss: 5.8896e-04 Epoch 527/1000 1/1 [==============================] - 0s 3ms/step - loss: 5.8467e-04 Epoch 528/1000 1/1 [==============================] - 0s 3ms/step - loss: 5.8041e-04 Epoch 529/1000 1/1 [==============================] - 0s 3ms/step - loss: 5.7618e-04 Epoch 530/1000 1/1 [==============================] - 0s 3ms/step - loss: 5.7198e-04 Epoch 531/1000 1/1 [==============================] - 0s 3ms/step - loss: 5.6782e-04 Epoch 532/1000 1/1 [==============================] - 0s 3ms/step - loss: 5.6368e-04 Epoch 533/1000 1/1 [==============================] - 0s 2ms/step - loss: 5.5957e-04 Epoch 534/1000 1/1 [==============================] - 0s 3ms/step - loss: 5.5550e-04 Epoch 535/1000 1/1 [==============================] - 0s 2ms/step - loss: 5.5145e-04 Epoch 536/1000 1/1 [==============================] - 0s 3ms/step - loss: 5.4743e-04 Epoch 537/1000 1/1 [==============================] - 0s 2ms/step - loss: 5.4344e-04 Epoch 538/1000 1/1 [==============================] - 0s 3ms/step - loss: 5.3948e-04 Epoch 539/1000 1/1 [==============================] - 0s 3ms/step - loss: 5.3555e-04 Epoch 540/1000 1/1 [==============================] - 0s 13ms/step - loss: 5.3165e-04 Epoch 541/1000 1/1 [==============================] - 0s 11ms/step - loss: 5.2778e-04 Epoch 542/1000 1/1 [==============================] - 0s 6ms/step - loss: 5.2393e-04 Epoch 543/1000 1/1 [==============================] - 0s 9ms/step - loss: 5.2012e-04 Epoch 544/1000 1/1 [==============================] - 0s 10ms/step - loss: 5.1633e-04 Epoch 545/1000 1/1 [==============================] - 0s 12ms/step - loss: 5.1256e-04 Epoch 546/1000 1/1 [==============================] - 0s 10ms/step - loss: 5.0883e-04 Epoch 547/1000 1/1 [==============================] - 0s 8ms/step - loss: 5.0512e-04 Epoch 548/1000 1/1 [==============================] - 0s 3ms/step - loss: 5.0144e-04 Epoch 549/1000 1/1 [==============================] - 0s 3ms/step - loss: 4.9779e-04 Epoch 550/1000 1/1 [==============================] - 0s 4ms/step - loss: 4.9417e-04 Epoch 551/1000 1/1 [==============================] - 0s 4ms/step - loss: 4.9056e-04 Epoch 552/1000 1/1 [==============================] - 0s 6ms/step - loss: 4.8699e-04 Epoch 553/1000 1/1 [==============================] - 0s 3ms/step - loss: 4.8344e-04 Epoch 554/1000 1/1 [==============================] - 0s 3ms/step - loss: 4.7992e-04 Epoch 555/1000 1/1 [==============================] - 0s 6ms/step - loss: 4.7642e-04 Epoch 556/1000 1/1 [==============================] - 0s 6ms/step - loss: 4.7295e-04 Epoch 557/1000 1/1 [==============================] - 0s 6ms/step - loss: 4.6951e-04 Epoch 558/1000 1/1 [==============================] - 0s 5ms/step - loss: 4.6608e-04 Epoch 559/1000 1/1 [==============================] - 0s 4ms/step - loss: 4.6269e-04 Epoch 560/1000 1/1 [==============================] - 0s 6ms/step - loss: 4.5932e-04 Epoch 561/1000 1/1 [==============================] - 0s 6ms/step - loss: 4.5597e-04 Epoch 562/1000 1/1 [==============================] - 0s 5ms/step - loss: 4.5265e-04 Epoch 563/1000 1/1 [==============================] - 0s 4ms/step - loss: 4.4935e-04 Epoch 564/1000 1/1 [==============================] - 0s 5ms/step - loss: 4.4608e-04 Epoch 565/1000 1/1 [==============================] - 0s 3ms/step - loss: 4.4283e-04 Epoch 566/1000 1/1 [==============================] - 0s 6ms/step - loss: 4.3960e-04 Epoch 567/1000 1/1 [==============================] - 0s 4ms/step - loss: 4.3640e-04 Epoch 568/1000 1/1 [==============================] - 0s 4ms/step - loss: 4.3322e-04 Epoch 569/1000 1/1 [==============================] - 0s 4ms/step - loss: 4.3006e-04 Epoch 570/1000 1/1 [==============================] - 0s 4ms/step - loss: 4.2693e-04 Epoch 571/1000 1/1 [==============================] - 0s 4ms/step - loss: 4.2382e-04 Epoch 572/1000 1/1 [==============================] - 0s 3ms/step - loss: 4.2073e-04 Epoch 573/1000 1/1 [==============================] - 0s 3ms/step - loss: 4.1767e-04 Epoch 574/1000 1/1 [==============================] - 0s 3ms/step - loss: 4.1462e-04 Epoch 575/1000 1/1 [==============================] - 0s 3ms/step - loss: 4.1160e-04 Epoch 576/1000 1/1 [==============================] - 0s 3ms/step - loss: 4.0861e-04 Epoch 577/1000 1/1 [==============================] - 0s 3ms/step - loss: 4.0563e-04 Epoch 578/1000 1/1 [==============================] - 0s 3ms/step - loss: 4.0267e-04 Epoch 579/1000 1/1 [==============================] - 0s 3ms/step - loss: 3.9974e-04 Epoch 580/1000 1/1 [==============================] - 0s 4ms/step - loss: 3.9683e-04 Epoch 581/1000 1/1 [==============================] - 0s 3ms/step - loss: 3.9394e-04 Epoch 582/1000 1/1 [==============================] - 0s 3ms/step - loss: 3.9107e-04 Epoch 583/1000 1/1 [==============================] - 0s 3ms/step - loss: 3.8822e-04 Epoch 584/1000 1/1 [==============================] - 0s 4ms/step - loss: 3.8539e-04 Epoch 585/1000 1/1 [==============================] - 0s 3ms/step - loss: 3.8258e-04 Epoch 586/1000 1/1 [==============================] - 0s 3ms/step - loss: 3.7979e-04 Epoch 587/1000 1/1 [==============================] - 0s 3ms/step - loss: 3.7703e-04 Epoch 588/1000 1/1 [==============================] - 0s 4ms/step - loss: 3.7428e-04 Epoch 589/1000 1/1 [==============================] - 0s 3ms/step - loss: 3.7155e-04 Epoch 590/1000 1/1 [==============================] - 0s 3ms/step - loss: 3.6885e-04 Epoch 591/1000 1/1 [==============================] - 0s 3ms/step - loss: 3.6616e-04 Epoch 592/1000 1/1 [==============================] - 0s 3ms/step - loss: 3.6349e-04 Epoch 593/1000 1/1 [==============================] - 0s 3ms/step - loss: 3.6084e-04 Epoch 594/1000 1/1 [==============================] - 0s 3ms/step - loss: 3.5821e-04 Epoch 595/1000 1/1 [==============================] - 0s 4ms/step - loss: 3.5560e-04 Epoch 596/1000 1/1 [==============================] - 0s 3ms/step - loss: 3.5301e-04 Epoch 597/1000 1/1 [==============================] - 0s 3ms/step - loss: 3.5044e-04 Epoch 598/1000 1/1 [==============================] - 0s 4ms/step - loss: 3.4789e-04 Epoch 599/1000 1/1 [==============================] - 0s 3ms/step - loss: 3.4535e-04 Epoch 600/1000 1/1 [==============================] - 0s 3ms/step - loss: 3.4284e-04 Epoch 601/1000 1/1 [==============================] - 0s 3ms/step - loss: 3.4034e-04 Epoch 602/1000 1/1 [==============================] - 0s 3ms/step - loss: 3.3786e-04 Epoch 603/1000 1/1 [==============================] - 0s 3ms/step - loss: 3.3540e-04 Epoch 604/1000 1/1 [==============================] - 0s 3ms/step - loss: 3.3296e-04 Epoch 605/1000 1/1 [==============================] - 0s 3ms/step - loss: 3.3053e-04 Epoch 606/1000 1/1 [==============================] - 0s 3ms/step - loss: 3.2812e-04 Epoch 607/1000 1/1 [==============================] - 0s 3ms/step - loss: 3.2573e-04 Epoch 608/1000 1/1 [==============================] - 0s 3ms/step - loss: 3.2336e-04 Epoch 609/1000 1/1 [==============================] - 0s 4ms/step - loss: 3.2100e-04 Epoch 610/1000 1/1 [==============================] - 0s 3ms/step - loss: 3.1866e-04 Epoch 611/1000 1/1 [==============================] - 0s 3ms/step - loss: 3.1634e-04 Epoch 612/1000 1/1 [==============================] - 0s 3ms/step - loss: 3.1404e-04 Epoch 613/1000 1/1 [==============================] - 0s 4ms/step - loss: 3.1175e-04 Epoch 614/1000 1/1 [==============================] - 0s 2ms/step - loss: 3.0948e-04 Epoch 615/1000 1/1 [==============================] - 0s 3ms/step - loss: 3.0722e-04 Epoch 616/1000 1/1 [==============================] - 0s 3ms/step - loss: 3.0499e-04 Epoch 617/1000 1/1 [==============================] - 0s 3ms/step - loss: 3.0276e-04 Epoch 618/1000 1/1 [==============================] - 0s 2ms/step - loss: 3.0056e-04 Epoch 619/1000 1/1 [==============================] - 0s 3ms/step - loss: 2.9837e-04 Epoch 620/1000 1/1 [==============================] - 0s 3ms/step - loss: 2.9619e-04 Epoch 621/1000 1/1 [==============================] - 0s 3ms/step - loss: 2.9403e-04 Epoch 622/1000 1/1 [==============================] - 0s 3ms/step - loss: 2.9189e-04 Epoch 623/1000 1/1 [==============================] - 0s 3ms/step - loss: 2.8977e-04 Epoch 624/1000 1/1 [==============================] - 0s 3ms/step - loss: 2.8766e-04 Epoch 625/1000 1/1 [==============================] - 0s 3ms/step - loss: 2.8556e-04 Epoch 626/1000 1/1 [==============================] - 0s 2ms/step - loss: 2.8348e-04 Epoch 627/1000 1/1 [==============================] - 0s 3ms/step - loss: 2.8141e-04 Epoch 628/1000 1/1 [==============================] - 0s 2ms/step - loss: 2.7936e-04 Epoch 629/1000 1/1 [==============================] - 0s 10ms/step - loss: 2.7733e-04 Epoch 630/1000 1/1 [==============================] - 0s 3ms/step - loss: 2.7531e-04 Epoch 631/1000 1/1 [==============================] - 0s 3ms/step - loss: 2.7330e-04 Epoch 632/1000 1/1 [==============================] - 0s 3ms/step - loss: 2.7131e-04 Epoch 633/1000 1/1 [==============================] - 0s 3ms/step - loss: 2.6933e-04 Epoch 634/1000 1/1 [==============================] - 0s 3ms/step - loss: 2.6737e-04 Epoch 635/1000 1/1 [==============================] - 0s 3ms/step - loss: 2.6542e-04 Epoch 636/1000 1/1 [==============================] - 0s 3ms/step - loss: 2.6349e-04 Epoch 637/1000 1/1 [==============================] - 0s 2ms/step - loss: 2.6157e-04 Epoch 638/1000 1/1 [==============================] - 0s 3ms/step - loss: 2.5967e-04 Epoch 639/1000 1/1 [==============================] - 0s 2ms/step - loss: 2.5777e-04 Epoch 640/1000 1/1 [==============================] - 0s 3ms/step - loss: 2.5590e-04 Epoch 641/1000 1/1 [==============================] - 0s 3ms/step - loss: 2.5403e-04 Epoch 642/1000 1/1 [==============================] - 0s 3ms/step - loss: 2.5218e-04 Epoch 643/1000 1/1 [==============================] - 0s 3ms/step - loss: 2.5034e-04 Epoch 644/1000 1/1 [==============================] - 0s 2ms/step - loss: 2.4852e-04 Epoch 645/1000 1/1 [==============================] - 0s 7ms/step - loss: 2.4671e-04 Epoch 646/1000 1/1 [==============================] - 0s 9ms/step - loss: 2.4491e-04 Epoch 647/1000 1/1 [==============================] - 0s 5ms/step - loss: 2.4313e-04 Epoch 648/1000 1/1 [==============================] - 0s 4ms/step - loss: 2.4135e-04 Epoch 649/1000 1/1 [==============================] - 0s 4ms/step - loss: 2.3960e-04 Epoch 650/1000 1/1 [==============================] - 0s 3ms/step - loss: 2.3785e-04 Epoch 651/1000 1/1 [==============================] - 0s 3ms/step - loss: 2.3612e-04 Epoch 652/1000 1/1 [==============================] - 0s 3ms/step - loss: 2.3440e-04 Epoch 653/1000 1/1 [==============================] - 0s 3ms/step - loss: 2.3269e-04 Epoch 654/1000 1/1 [==============================] - 0s 3ms/step - loss: 2.3100e-04 Epoch 655/1000 1/1 [==============================] - 0s 3ms/step - loss: 2.2931e-04 Epoch 656/1000 1/1 [==============================] - 0s 2ms/step - loss: 2.2764e-04 Epoch 657/1000 1/1 [==============================] - 0s 6ms/step - loss: 2.2598e-04 Epoch 658/1000 1/1 [==============================] - 0s 8ms/step - loss: 2.2434e-04 Epoch 659/1000 1/1 [==============================] - 0s 3ms/step - loss: 2.2270e-04 Epoch 660/1000 1/1 [==============================] - 0s 2ms/step - loss: 2.2108e-04 Epoch 661/1000 1/1 [==============================] - 0s 3ms/step - loss: 2.1947e-04 Epoch 662/1000 1/1 [==============================] - 0s 3ms/step - loss: 2.1787e-04 Epoch 663/1000 1/1 [==============================] - 0s 3ms/step - loss: 2.1628e-04 Epoch 664/1000 1/1 [==============================] - 0s 2ms/step - loss: 2.1471e-04 Epoch 665/1000 1/1 [==============================] - 0s 2ms/step - loss: 2.1314e-04 Epoch 666/1000 1/1 [==============================] - 0s 3ms/step - loss: 2.1159e-04 Epoch 667/1000 1/1 [==============================] - 0s 2ms/step - loss: 2.1005e-04 Epoch 668/1000 1/1 [==============================] - 0s 3ms/step - loss: 2.0852e-04 Epoch 669/1000 1/1 [==============================] - 0s 2ms/step - loss: 2.0700e-04 Epoch 670/1000 1/1 [==============================] - 0s 2ms/step - loss: 2.0549e-04 Epoch 671/1000 1/1 [==============================] - 0s 3ms/step - loss: 2.0399e-04 Epoch 672/1000 1/1 [==============================] - 0s 3ms/step - loss: 2.0251e-04 Epoch 673/1000 1/1 [==============================] - 0s 3ms/step - loss: 2.0103e-04 Epoch 674/1000 1/1 [==============================] - 0s 3ms/step - loss: 1.9957e-04 Epoch 675/1000 1/1 [==============================] - 0s 3ms/step - loss: 1.9811e-04 Epoch 676/1000 1/1 [==============================] - 0s 2ms/step - loss: 1.9667e-04 Epoch 677/1000 1/1 [==============================] - 0s 3ms/step - loss: 1.9524e-04 Epoch 678/1000 1/1 [==============================] - 0s 2ms/step - loss: 1.9381e-04 Epoch 679/1000 1/1 [==============================] - 0s 3ms/step - loss: 1.9240e-04 Epoch 680/1000 1/1 [==============================] - 0s 3ms/step - loss: 1.9100e-04 Epoch 681/1000 1/1 [==============================] - 0s 2ms/step - loss: 1.8961e-04 Epoch 682/1000 1/1 [==============================] - 0s 3ms/step - loss: 1.8823e-04 Epoch 683/1000 1/1 [==============================] - 0s 3ms/step - loss: 1.8686e-04 Epoch 684/1000 1/1 [==============================] - 0s 3ms/step - loss: 1.8549e-04 Epoch 685/1000 1/1 [==============================] - 0s 5ms/step - loss: 1.8414e-04 Epoch 686/1000 1/1 [==============================] - 0s 2ms/step - loss: 1.8280e-04 Epoch 687/1000 1/1 [==============================] - 0s 3ms/step - loss: 1.8147e-04 Epoch 688/1000 1/1 [==============================] - 0s 8ms/step - loss: 1.8015e-04 Epoch 689/1000 1/1 [==============================] - 0s 8ms/step - loss: 1.7883e-04 Epoch 690/1000 1/1 [==============================] - 0s 3ms/step - loss: 1.7753e-04 Epoch 691/1000 1/1 [==============================] - 0s 3ms/step - loss: 1.7624e-04 Epoch 692/1000 1/1 [==============================] - 0s 3ms/step - loss: 1.7496e-04 Epoch 693/1000 1/1 [==============================] - 0s 3ms/step - loss: 1.7368e-04 Epoch 694/1000 1/1 [==============================] - 0s 3ms/step - loss: 1.7241e-04 Epoch 695/1000 1/1 [==============================] - 0s 3ms/step - loss: 1.7116e-04 Epoch 696/1000 1/1 [==============================] - 0s 3ms/step - loss: 1.6991e-04 Epoch 697/1000 1/1 [==============================] - 0s 5ms/step - loss: 1.6867e-04 Epoch 698/1000 1/1 [==============================] - 0s 2ms/step - loss: 1.6744e-04 Epoch 699/1000 1/1 [==============================] - 0s 4ms/step - loss: 1.6622e-04 Epoch 700/1000 1/1 [==============================] - 0s 15ms/step - loss: 1.6501e-04 Epoch 701/1000 1/1 [==============================] - 0s 4ms/step - loss: 1.6381e-04 Epoch 702/1000 1/1 [==============================] - 0s 6ms/step - loss: 1.6262e-04 Epoch 703/1000 1/1 [==============================] - 0s 14ms/step - loss: 1.6143e-04 Epoch 704/1000 1/1 [==============================] - 0s 7ms/step - loss: 1.6026e-04 Epoch 705/1000 1/1 [==============================] - 0s 6ms/step - loss: 1.5909e-04 Epoch 706/1000 1/1 [==============================] - 0s 15ms/step - loss: 1.5793e-04 Epoch 707/1000 1/1 [==============================] - 0s 5ms/step - loss: 1.5678e-04 Epoch 708/1000 1/1 [==============================] - 0s 8ms/step - loss: 1.5564e-04 Epoch 709/1000 1/1 [==============================] - 0s 13ms/step - loss: 1.5450e-04 Epoch 710/1000 1/1 [==============================] - 0s 12ms/step - loss: 1.5338e-04 Epoch 711/1000 1/1 [==============================] - 0s 12ms/step - loss: 1.5226e-04 Epoch 712/1000 1/1 [==============================] - 0s 19ms/step - loss: 1.5115e-04 Epoch 713/1000 1/1 [==============================] - 0s 8ms/step - loss: 1.5005e-04 Epoch 714/1000 1/1 [==============================] - 0s 7ms/step - loss: 1.4896e-04 Epoch 715/1000 1/1 [==============================] - 0s 9ms/step - loss: 1.4787e-04 Epoch 716/1000 1/1 [==============================] - 0s 11ms/step - loss: 1.4679e-04 Epoch 717/1000 1/1 [==============================] - 0s 9ms/step - loss: 1.4573e-04 Epoch 718/1000 1/1 [==============================] - 0s 8ms/step - loss: 1.4466e-04 Epoch 719/1000 1/1 [==============================] - 0s 5ms/step - loss: 1.4361e-04 Epoch 720/1000 1/1 [==============================] - 0s 5ms/step - loss: 1.4256e-04 Epoch 721/1000 1/1 [==============================] - 0s 6ms/step - loss: 1.4152e-04 Epoch 722/1000 1/1 [==============================] - 0s 9ms/step - loss: 1.4049e-04 Epoch 723/1000 1/1 [==============================] - 0s 3ms/step - loss: 1.3947e-04 Epoch 724/1000 1/1 [==============================] - 0s 8ms/step - loss: 1.3845e-04 Epoch 725/1000 1/1 [==============================] - 0s 4ms/step - loss: 1.3745e-04 Epoch 726/1000 1/1 [==============================] - 0s 6ms/step - loss: 1.3644e-04 Epoch 727/1000 1/1 [==============================] - 0s 7ms/step - loss: 1.3545e-04 Epoch 728/1000 1/1 [==============================] - 0s 7ms/step - loss: 1.3446e-04 Epoch 729/1000 1/1 [==============================] - 0s 8ms/step - loss: 1.3348e-04 Epoch 730/1000 1/1 [==============================] - 0s 5ms/step - loss: 1.3251e-04 Epoch 731/1000 1/1 [==============================] - 0s 11ms/step - loss: 1.3155e-04 Epoch 732/1000 1/1 [==============================] - 0s 3ms/step - loss: 1.3059e-04 Epoch 733/1000 1/1 [==============================] - 0s 8ms/step - loss: 1.2963e-04 Epoch 734/1000 1/1 [==============================] - 0s 7ms/step - loss: 1.2869e-04 Epoch 735/1000 1/1 [==============================] - 0s 4ms/step - loss: 1.2775e-04 Epoch 736/1000 1/1 [==============================] - 0s 6ms/step - loss: 1.2682e-04 Epoch 737/1000 1/1 [==============================] - 0s 4ms/step - loss: 1.2590e-04 Epoch 738/1000 1/1 [==============================] - 0s 7ms/step - loss: 1.2498e-04 Epoch 739/1000 1/1 [==============================] - 0s 3ms/step - loss: 1.2407e-04 Epoch 740/1000 1/1 [==============================] - 0s 9ms/step - loss: 1.2317e-04 Epoch 741/1000 1/1 [==============================] - 0s 5ms/step - loss: 1.2227e-04 Epoch 742/1000 1/1 [==============================] - 0s 7ms/step - loss: 1.2138e-04 Epoch 743/1000 1/1 [==============================] - 0s 4ms/step - loss: 1.2049e-04 Epoch 744/1000 1/1 [==============================] - 0s 5ms/step - loss: 1.1962e-04 Epoch 745/1000 1/1 [==============================] - 0s 6ms/step - loss: 1.1875e-04 Epoch 746/1000 1/1 [==============================] - 0s 11ms/step - loss: 1.1788e-04 Epoch 747/1000 1/1 [==============================] - 0s 3ms/step - loss: 1.1702e-04 Epoch 748/1000 1/1 [==============================] - 0s 7ms/step - loss: 1.1617e-04 Epoch 749/1000 1/1 [==============================] - 0s 8ms/step - loss: 1.1532e-04 Epoch 750/1000 1/1 [==============================] - 0s 6ms/step - loss: 1.1448e-04 Epoch 751/1000 1/1 [==============================] - 0s 6ms/step - loss: 1.1365e-04 Epoch 752/1000 1/1 [==============================] - 0s 8ms/step - loss: 1.1282e-04 Epoch 753/1000 1/1 [==============================] - 0s 7ms/step - loss: 1.1200e-04 Epoch 754/1000 1/1 [==============================] - 0s 7ms/step - loss: 1.1118e-04 Epoch 755/1000 1/1 [==============================] - 0s 7ms/step - loss: 1.1037e-04 Epoch 756/1000 1/1 [==============================] - 0s 5ms/step - loss: 1.0957e-04 Epoch 757/1000 1/1 [==============================] - 0s 5ms/step - loss: 1.0877e-04 Epoch 758/1000 1/1 [==============================] - 0s 7ms/step - loss: 1.0798e-04 Epoch 759/1000 1/1 [==============================] - 0s 6ms/step - loss: 1.0719e-04 Epoch 760/1000 1/1 [==============================] - 0s 18ms/step - loss: 1.0641e-04 Epoch 761/1000 1/1 [==============================] - 0s 6ms/step - loss: 1.0563e-04 Epoch 762/1000 1/1 [==============================] - 0s 7ms/step - loss: 1.0486e-04 Epoch 763/1000 1/1 [==============================] - 0s 7ms/step - loss: 1.0410e-04 Epoch 764/1000 1/1 [==============================] - 0s 7ms/step - loss: 1.0334e-04 Epoch 765/1000 1/1 [==============================] - 0s 9ms/step - loss: 1.0259e-04 Epoch 766/1000 1/1 [==============================] - 0s 4ms/step - loss: 1.0184e-04 Epoch 767/1000 1/1 [==============================] - 0s 6ms/step - loss: 1.0110e-04 Epoch 768/1000 1/1 [==============================] - 0s 7ms/step - loss: 1.0036e-04 Epoch 769/1000 1/1 [==============================] - 0s 7ms/step - loss: 9.9632e-05 Epoch 770/1000 1/1 [==============================] - 0s 9ms/step - loss: 9.8906e-05 Epoch 771/1000 1/1 [==============================] - 0s 6ms/step - loss: 9.8186e-05 Epoch 772/1000 1/1 [==============================] - 0s 7ms/step - loss: 9.7471e-05 Epoch 773/1000 1/1 [==============================] - 0s 4ms/step - loss: 9.6760e-05 Epoch 774/1000 1/1 [==============================] - 0s 7ms/step - loss: 9.6055e-05 Epoch 775/1000 1/1 [==============================] - 0s 3ms/step - loss: 9.5356e-05 Epoch 776/1000 1/1 [==============================] - 0s 9ms/step - loss: 9.4660e-05 Epoch 777/1000 1/1 [==============================] - 0s 3ms/step - loss: 9.3971e-05 Epoch 778/1000 1/1 [==============================] - 0s 9ms/step - loss: 9.3287e-05 Epoch 779/1000 1/1 [==============================] - 0s 3ms/step - loss: 9.2607e-05 Epoch 780/1000 1/1 [==============================] - 0s 9ms/step - loss: 9.1932e-05 Epoch 781/1000 1/1 [==============================] - 0s 3ms/step - loss: 9.1263e-05 Epoch 782/1000 1/1 [==============================] - 0s 10ms/step - loss: 9.0597e-05 Epoch 783/1000 1/1 [==============================] - 0s 3ms/step - loss: 8.9937e-05 Epoch 784/1000 1/1 [==============================] - 0s 8ms/step - loss: 8.9282e-05 Epoch 785/1000 1/1 [==============================] - 0s 2ms/step - loss: 8.8632e-05 Epoch 786/1000 1/1 [==============================] - 0s 5ms/step - loss: 8.7986e-05 Epoch 787/1000 1/1 [==============================] - 0s 6ms/step - loss: 8.7345e-05 Epoch 788/1000 1/1 [==============================] - 0s 8ms/step - loss: 8.6709e-05 Epoch 789/1000 1/1 [==============================] - 0s 3ms/step - loss: 8.6076e-05 Epoch 790/1000 1/1 [==============================] - 0s 5ms/step - loss: 8.5450e-05 Epoch 791/1000 1/1 [==============================] - 0s 21ms/step - loss: 8.4828e-05 Epoch 792/1000 1/1 [==============================] - 0s 11ms/step - loss: 8.4209e-05 Epoch 793/1000 1/1 [==============================] - 0s 14ms/step - loss: 8.3595e-05 Epoch 794/1000 1/1 [==============================] - 0s 5ms/step - loss: 8.2986e-05 Epoch 795/1000 1/1 [==============================] - 0s 9ms/step - loss: 8.2382e-05 Epoch 796/1000 1/1 [==============================] - 0s 6ms/step - loss: 8.1782e-05 Epoch 797/1000 1/1 [==============================] - 0s 3ms/step - loss: 8.1186e-05 Epoch 798/1000 1/1 [==============================] - 0s 4ms/step - loss: 8.0595e-05 Epoch 799/1000 1/1 [==============================] - 0s 3ms/step - loss: 8.0007e-05 Epoch 800/1000 1/1 [==============================] - 0s 4ms/step - loss: 7.9425e-05 Epoch 801/1000 1/1 [==============================] - 0s 4ms/step - loss: 7.8846e-05 Epoch 802/1000 1/1 [==============================] - 0s 4ms/step - loss: 7.8272e-05 Epoch 803/1000 1/1 [==============================] - 0s 7ms/step - loss: 7.7701e-05 Epoch 804/1000 1/1 [==============================] - 0s 5ms/step - loss: 7.7135e-05 Epoch 805/1000 1/1 [==============================] - 0s 10ms/step - loss: 7.6573e-05 Epoch 806/1000 1/1 [==============================] - 0s 6ms/step - loss: 7.6015e-05 Epoch 807/1000 1/1 [==============================] - 0s 9ms/step - loss: 7.5462e-05 Epoch 808/1000 1/1 [==============================] - 0s 4ms/step - loss: 7.4912e-05 Epoch 809/1000 1/1 [==============================] - 0s 7ms/step - loss: 7.4366e-05 Epoch 810/1000 1/1 [==============================] - 0s 10ms/step - loss: 7.3825e-05 Epoch 811/1000 1/1 [==============================] - 0s 9ms/step - loss: 7.3286e-05 Epoch 812/1000 1/1 [==============================] - 0s 12ms/step - loss: 7.2752e-05 Epoch 813/1000 1/1 [==============================] - 0s 9ms/step - loss: 7.2223e-05 Epoch 814/1000 1/1 [==============================] - 0s 6ms/step - loss: 7.1696e-05 Epoch 815/1000 1/1 [==============================] - 0s 4ms/step - loss: 7.1174e-05 Epoch 816/1000 1/1 [==============================] - 0s 4ms/step - loss: 7.0655e-05 Epoch 817/1000 1/1 [==============================] - 0s 3ms/step - loss: 7.0140e-05 Epoch 818/1000 1/1 [==============================] - 0s 4ms/step - loss: 6.9630e-05 Epoch 819/1000 1/1 [==============================] - 0s 3ms/step - loss: 6.9122e-05 Epoch 820/1000 1/1 [==============================] - 0s 3ms/step - loss: 6.8619e-05 Epoch 821/1000 1/1 [==============================] - 0s 3ms/step - loss: 6.8119e-05 Epoch 822/1000 1/1 [==============================] - 0s 3ms/step - loss: 6.7623e-05 Epoch 823/1000 1/1 [==============================] - 0s 3ms/step - loss: 6.7130e-05 Epoch 824/1000 1/1 [==============================] - 0s 3ms/step - loss: 6.6641e-05 Epoch 825/1000 1/1 [==============================] - 0s 3ms/step - loss: 6.6156e-05 Epoch 826/1000 1/1 [==============================] - 0s 3ms/step - loss: 6.5673e-05 Epoch 827/1000 1/1 [==============================] - 0s 2ms/step - loss: 6.5195e-05 Epoch 828/1000 1/1 [==============================] - 0s 3ms/step - loss: 6.4720e-05 Epoch 829/1000 1/1 [==============================] - 0s 3ms/step - loss: 6.4249e-05 Epoch 830/1000 1/1 [==============================] - 0s 3ms/step - loss: 6.3780e-05 Epoch 831/1000 1/1 [==============================] - 0s 4ms/step - loss: 6.3316e-05 Epoch 832/1000 1/1 [==============================] - 0s 3ms/step - loss: 6.2855e-05 Epoch 833/1000 1/1 [==============================] - 0s 3ms/step - loss: 6.2397e-05 Epoch 834/1000 1/1 [==============================] - 0s 3ms/step - loss: 6.1942e-05 Epoch 835/1000 1/1 [==============================] - 0s 3ms/step - loss: 6.1491e-05 Epoch 836/1000 1/1 [==============================] - 0s 3ms/step - loss: 6.1043e-05 Epoch 837/1000 1/1 [==============================] - 0s 2ms/step - loss: 6.0599e-05 Epoch 838/1000 1/1 [==============================] - 0s 2ms/step - loss: 6.0157e-05 Epoch 839/1000 1/1 [==============================] - 0s 3ms/step - loss: 5.9718e-05 Epoch 840/1000 1/1 [==============================] - 0s 2ms/step - loss: 5.9283e-05 Epoch 841/1000 1/1 [==============================] - 0s 2ms/step - loss: 5.8852e-05 Epoch 842/1000 1/1 [==============================] - 0s 3ms/step - loss: 5.8422e-05 Epoch 843/1000 1/1 [==============================] - 0s 2ms/step - loss: 5.7997e-05 Epoch 844/1000 1/1 [==============================] - 0s 2ms/step - loss: 5.7574e-05 Epoch 845/1000 1/1 [==============================] - 0s 4ms/step - loss: 5.7155e-05 Epoch 846/1000 1/1 [==============================] - 0s 4ms/step - loss: 5.6739e-05 Epoch 847/1000 1/1 [==============================] - 0s 4ms/step - loss: 5.6325e-05 Epoch 848/1000 1/1 [==============================] - 0s 2ms/step - loss: 5.5915e-05 Epoch 849/1000 1/1 [==============================] - 0s 7ms/step - loss: 5.5508e-05 Epoch 850/1000 1/1 [==============================] - 0s 9ms/step - loss: 5.5103e-05 Epoch 851/1000 1/1 [==============================] - 0s 2ms/step - loss: 5.4701e-05 Epoch 852/1000 1/1 [==============================] - 0s 6ms/step - loss: 5.4303e-05 Epoch 853/1000 1/1 [==============================] - 0s 7ms/step - loss: 5.3908e-05 Epoch 854/1000 1/1 [==============================] - 0s 3ms/step - loss: 5.3515e-05 Epoch 855/1000 1/1 [==============================] - 0s 10ms/step - loss: 5.3125e-05 Epoch 856/1000 1/1 [==============================] - 0s 2ms/step - loss: 5.2738e-05 Epoch 857/1000 1/1 [==============================] - 0s 4ms/step - loss: 5.2354e-05 Epoch 858/1000 1/1 [==============================] - 0s 8ms/step - loss: 5.1972e-05 Epoch 859/1000 1/1 [==============================] - 0s 3ms/step - loss: 5.1593e-05 Epoch 860/1000 1/1 [==============================] - 0s 11ms/step - loss: 5.1218e-05 Epoch 861/1000 1/1 [==============================] - 0s 2ms/step - loss: 5.0844e-05 Epoch 862/1000 1/1 [==============================] - 0s 6ms/step - loss: 5.0473e-05 Epoch 863/1000 1/1 [==============================] - 0s 4ms/step - loss: 5.0106e-05 Epoch 864/1000 1/1 [==============================] - 0s 9ms/step - loss: 4.9741e-05 Epoch 865/1000 1/1 [==============================] - 0s 5ms/step - loss: 4.9378e-05 Epoch 866/1000 1/1 [==============================] - 0s 6ms/step - loss: 4.9019e-05 Epoch 867/1000 1/1 [==============================] - 0s 5ms/step - loss: 4.8662e-05 Epoch 868/1000 1/1 [==============================] - 0s 7ms/step - loss: 4.8307e-05 Epoch 869/1000 1/1 [==============================] - 0s 5ms/step - loss: 4.7955e-05 Epoch 870/1000 1/1 [==============================] - 0s 6ms/step - loss: 4.7606e-05 Epoch 871/1000 1/1 [==============================] - 0s 9ms/step - loss: 4.7259e-05 Epoch 872/1000 1/1 [==============================] - 0s 2ms/step - loss: 4.6915e-05 Epoch 873/1000 1/1 [==============================] - 0s 5ms/step - loss: 4.6573e-05 Epoch 874/1000 1/1 [==============================] - 0s 6ms/step - loss: 4.6234e-05 Epoch 875/1000 1/1 [==============================] - 0s 9ms/step - loss: 4.5896e-05 Epoch 876/1000 1/1 [==============================] - 0s 3ms/step - loss: 4.5563e-05 Epoch 877/1000 1/1 [==============================] - 0s 7ms/step - loss: 4.5231e-05 Epoch 878/1000 1/1 [==============================] - 0s 3ms/step - loss: 4.4901e-05 Epoch 879/1000 1/1 [==============================] - 0s 6ms/step - loss: 4.4574e-05 Epoch 880/1000 1/1 [==============================] - 0s 4ms/step - loss: 4.4250e-05 Epoch 881/1000 1/1 [==============================] - 0s 9ms/step - loss: 4.3927e-05 Epoch 882/1000 1/1 [==============================] - 0s 4ms/step - loss: 4.3607e-05 Epoch 883/1000 1/1 [==============================] - 0s 2ms/step - loss: 4.3289e-05 Epoch 884/1000 1/1 [==============================] - 0s 5ms/step - loss: 4.2973e-05 Epoch 885/1000 1/1 [==============================] - 0s 9ms/step - loss: 4.2661e-05 Epoch 886/1000 1/1 [==============================] - 0s 3ms/step - loss: 4.2350e-05 Epoch 887/1000 1/1 [==============================] - 0s 2ms/step - loss: 4.2041e-05 Epoch 888/1000 1/1 [==============================] - 0s 5ms/step - loss: 4.1735e-05 Epoch 889/1000 1/1 [==============================] - 0s 2ms/step - loss: 4.1431e-05 Epoch 890/1000 1/1 [==============================] - 0s 4ms/step - loss: 4.1129e-05 Epoch 891/1000 1/1 [==============================] - 0s 8ms/step - loss: 4.0829e-05 Epoch 892/1000 1/1 [==============================] - 0s 2ms/step - loss: 4.0532e-05 Epoch 893/1000 1/1 [==============================] - 0s 4ms/step - loss: 4.0236e-05 Epoch 894/1000 1/1 [==============================] - 0s 5ms/step - loss: 3.9943e-05 Epoch 895/1000 1/1 [==============================] - 0s 11ms/step - loss: 3.9653e-05 Epoch 896/1000 1/1 [==============================] - 0s 3ms/step - loss: 3.9364e-05 Epoch 897/1000 1/1 [==============================] - 0s 3ms/step - loss: 3.9077e-05 Epoch 898/1000 1/1 [==============================] - 0s 3ms/step - loss: 3.8792e-05 Epoch 899/1000 1/1 [==============================] - 0s 4ms/step - loss: 3.8509e-05 Epoch 900/1000 1/1 [==============================] - 0s 6ms/step - loss: 3.8229e-05 Epoch 901/1000 1/1 [==============================] - 0s 4ms/step - loss: 3.7950e-05 Epoch 902/1000 1/1 [==============================] - 0s 5ms/step - loss: 3.7673e-05 Epoch 903/1000 1/1 [==============================] - 0s 15ms/step - loss: 3.7400e-05 Epoch 904/1000 1/1 [==============================] - 0s 3ms/step - loss: 3.7127e-05 Epoch 905/1000 1/1 [==============================] - 0s 3ms/step - loss: 3.6857e-05 Epoch 906/1000 1/1 [==============================] - 0s 9ms/step - loss: 3.6588e-05 Epoch 907/1000 1/1 [==============================] - 0s 2ms/step - loss: 3.6321e-05 Epoch 908/1000 1/1 [==============================] - 0s 2ms/step - loss: 3.6057e-05 Epoch 909/1000 1/1 [==============================] - 0s 3ms/step - loss: 3.5794e-05 Epoch 910/1000 1/1 [==============================] - 0s 3ms/step - loss: 3.5533e-05 Epoch 911/1000 1/1 [==============================] - 0s 9ms/step - loss: 3.5274e-05 Epoch 912/1000 1/1 [==============================] - 0s 2ms/step - loss: 3.5017e-05 Epoch 913/1000 1/1 [==============================] - 0s 2ms/step - loss: 3.4762e-05 Epoch 914/1000 1/1 [==============================] - 0s 6ms/step - loss: 3.4509e-05 Epoch 915/1000 1/1 [==============================] - 0s 10ms/step - loss: 3.4258e-05 Epoch 916/1000 1/1 [==============================] - 0s 2ms/step - loss: 3.4008e-05 Epoch 917/1000 1/1 [==============================] - 0s 3ms/step - loss: 3.3760e-05 Epoch 918/1000 1/1 [==============================] - 0s 10ms/step - loss: 3.3514e-05 Epoch 919/1000 1/1 [==============================] - 0s 7ms/step - loss: 3.3270e-05 Epoch 920/1000 1/1 [==============================] - 0s 6ms/step - loss: 3.3027e-05 Epoch 921/1000 1/1 [==============================] - 0s 9ms/step - loss: 3.2787e-05 Epoch 922/1000 1/1 [==============================] - 0s 3ms/step - loss: 3.2549e-05 Epoch 923/1000 1/1 [==============================] - 0s 2ms/step - loss: 3.2311e-05 Epoch 924/1000 1/1 [==============================] - 0s 9ms/step - loss: 3.2075e-05 Epoch 925/1000 1/1 [==============================] - 0s 2ms/step - loss: 3.1842e-05 Epoch 926/1000 1/1 [==============================] - 0s 4ms/step - loss: 3.1610e-05 Epoch 927/1000 1/1 [==============================] - 0s 10ms/step - loss: 3.1380e-05 Epoch 928/1000 1/1 [==============================] - 0s 5ms/step - loss: 3.1150e-05 Epoch 929/1000 1/1 [==============================] - 0s 3ms/step - loss: 3.0924e-05 Epoch 930/1000 1/1 [==============================] - 0s 3ms/step - loss: 3.0699e-05 Epoch 931/1000 1/1 [==============================] - 0s 4ms/step - loss: 3.0475e-05 Epoch 932/1000 1/1 [==============================] - 0s 8ms/step - loss: 3.0253e-05 Epoch 933/1000 1/1 [==============================] - 0s 2ms/step - loss: 3.0032e-05 Epoch 934/1000 1/1 [==============================] - 0s 7ms/step - loss: 2.9813e-05 Epoch 935/1000 1/1 [==============================] - 0s 3ms/step - loss: 2.9596e-05 Epoch 936/1000 1/1 [==============================] - 0s 7ms/step - loss: 2.9381e-05 Epoch 937/1000 1/1 [==============================] - 0s 3ms/step - loss: 2.9167e-05 Epoch 938/1000 1/1 [==============================] - 0s 8ms/step - loss: 2.8954e-05 Epoch 939/1000 1/1 [==============================] - 0s 2ms/step - loss: 2.8743e-05 Epoch 940/1000 1/1 [==============================] - 0s 5ms/step - loss: 2.8534e-05 Epoch 941/1000 1/1 [==============================] - 0s 6ms/step - loss: 2.8326e-05 Epoch 942/1000 1/1 [==============================] - 0s 11ms/step - loss: 2.8119e-05 Epoch 943/1000 1/1 [==============================] - 0s 4ms/step - loss: 2.7914e-05 Epoch 944/1000 1/1 [==============================] - 0s 4ms/step - loss: 2.7711e-05 Epoch 945/1000 1/1 [==============================] - 0s 8ms/step - loss: 2.7509e-05 Epoch 946/1000 1/1 [==============================] - 0s 4ms/step - loss: 2.7309e-05 Epoch 947/1000 1/1 [==============================] - 0s 4ms/step - loss: 2.7110e-05 Epoch 948/1000 1/1 [==============================] - 0s 9ms/step - loss: 2.6913e-05 Epoch 949/1000 1/1 [==============================] - 0s 3ms/step - loss: 2.6716e-05 Epoch 950/1000 1/1 [==============================] - 0s 6ms/step - loss: 2.6522e-05 Epoch 951/1000 1/1 [==============================] - 0s 9ms/step - loss: 2.6329e-05 Epoch 952/1000 1/1 [==============================] - 0s 2ms/step - loss: 2.6137e-05 Epoch 953/1000 1/1 [==============================] - 0s 2ms/step - loss: 2.5946e-05 Epoch 954/1000 1/1 [==============================] - 0s 6ms/step - loss: 2.5757e-05 Epoch 955/1000 1/1 [==============================] - 0s 5ms/step - loss: 2.5570e-05 Epoch 956/1000 1/1 [==============================] - 0s 11ms/step - loss: 2.5383e-05 Epoch 957/1000 1/1 [==============================] - 0s 2ms/step - loss: 2.5199e-05 Epoch 958/1000 1/1 [==============================] - 0s 2ms/step - loss: 2.5015e-05 Epoch 959/1000 1/1 [==============================] - 0s 5ms/step - loss: 2.4833e-05 Epoch 960/1000 1/1 [==============================] - 0s 11ms/step - loss: 2.4651e-05 Epoch 961/1000 1/1 [==============================] - 0s 2ms/step - loss: 2.4472e-05 Epoch 962/1000 1/1 [==============================] - 0s 5ms/step - loss: 2.4294e-05 Epoch 963/1000 1/1 [==============================] - 0s 3ms/step - loss: 2.4117e-05 Epoch 964/1000 1/1 [==============================] - 0s 7ms/step - loss: 2.3941e-05 Epoch 965/1000 1/1 [==============================] - 0s 7ms/step - loss: 2.3767e-05 Epoch 966/1000 1/1 [==============================] - 0s 5ms/step - loss: 2.3594e-05 Epoch 967/1000 1/1 [==============================] - 0s 9ms/step - loss: 2.3422e-05 Epoch 968/1000 1/1 [==============================] - 0s 2ms/step - loss: 2.3251e-05 Epoch 969/1000 1/1 [==============================] - 0s 7ms/step - loss: 2.3081e-05 Epoch 970/1000 1/1 [==============================] - 0s 6ms/step - loss: 2.2914e-05 Epoch 971/1000 1/1 [==============================] - 0s 8ms/step - loss: 2.2747e-05 Epoch 972/1000 1/1 [==============================] - 0s 2ms/step - loss: 2.2581e-05 Epoch 973/1000 1/1 [==============================] - 0s 7ms/step - loss: 2.2416e-05 Epoch 974/1000 1/1 [==============================] - 0s 2ms/step - loss: 2.2253e-05 Epoch 975/1000 1/1 [==============================] - 0s 6ms/step - loss: 2.2091e-05 Epoch 976/1000 1/1 [==============================] - 0s 10ms/step - loss: 2.1930e-05 Epoch 977/1000 1/1 [==============================] - 0s 4ms/step - loss: 2.1770e-05 Epoch 978/1000 1/1 [==============================] - 0s 5ms/step - loss: 2.1611e-05 Epoch 979/1000 1/1 [==============================] - 0s 5ms/step - loss: 2.1454e-05 Epoch 980/1000 1/1 [==============================] - 0s 8ms/step - loss: 2.1298e-05 Epoch 981/1000 1/1 [==============================] - 0s 3ms/step - loss: 2.1143e-05 Epoch 982/1000 1/1 [==============================] - 0s 8ms/step - loss: 2.0989e-05 Epoch 983/1000 1/1 [==============================] - 0s 7ms/step - loss: 2.0835e-05 Epoch 984/1000 1/1 [==============================] - 0s 4ms/step - loss: 2.0684e-05 Epoch 985/1000 1/1 [==============================] - 0s 5ms/step - loss: 2.0533e-05 Epoch 986/1000 1/1 [==============================] - 0s 6ms/step - loss: 2.0384e-05 Epoch 987/1000 1/1 [==============================] - 0s 3ms/step - loss: 2.0235e-05 Epoch 988/1000 1/1 [==============================] - 0s 8ms/step - loss: 2.0087e-05 Epoch 989/1000 1/1 [==============================] - 0s 4ms/step - loss: 1.9941e-05 Epoch 990/1000 1/1 [==============================] - 0s 8ms/step - loss: 1.9796e-05 Epoch 991/1000 1/1 [==============================] - 0s 5ms/step - loss: 1.9652e-05 Epoch 992/1000 1/1 [==============================] - 0s 7ms/step - loss: 1.9508e-05 Epoch 993/1000 1/1 [==============================] - 0s 10ms/step - loss: 1.9366e-05 Epoch 994/1000 1/1 [==============================] - 0s 7ms/step - loss: 1.9225e-05 Epoch 995/1000 1/1 [==============================] - 0s 5ms/step - loss: 1.9085e-05 Epoch 996/1000 1/1 [==============================] - 0s 2ms/step - loss: 1.8946e-05 Epoch 997/1000 1/1 [==============================] - 0s 9ms/step - loss: 1.8808e-05 Epoch 998/1000 1/1 [==============================] - 0s 3ms/step - loss: 1.8671e-05 Epoch 999/1000 1/1 [==============================] - 0s 5ms/step - loss: 1.8535e-05 Epoch 1000/1000 1/1 [==============================] - 0s 4ms/step - loss: 1.8400e-05 [[400.61874]]