from keras.models import Sequential
from keras.layers import Dense, Activation
from keras.datasets import boston_housing
(X_train, Y_train), (X_test, Y_test) = boston_housing.load_data()
nFeatures = X_train.shape[1]
model = Sequential()
model.add(Dense(1, input_shape=(nFeatures,), kernel_initializer='uniform'))
model.add(Activation('linear'))
model.compile(optimizer='rmsprop', loss='mse', metrics=['mse', 'mae'])
model.fit(X_train, Y_train, batch_size=4, epochs=1000)
Epoch 1/1000 404/404 [==============================] - 0s - loss: 152.4799 - mean_squared_error: 152.4799 - mean_absolute_error: 9.6304 Epoch 2/1000 404/404 [==============================] - 0s - loss: 75.1149 - mean_squared_error: 75.1149 - mean_absolute_error: 6.0855 Epoch 3/1000 404/404 [==============================] - 0s - loss: 69.5583 - mean_squared_error: 69.5583 - mean_absolute_error: 6.0167 Epoch 4/1000 404/404 [==============================] - 0s - loss: 68.0251 - mean_squared_error: 68.0251 - mean_absolute_error: 5.8919 Epoch 5/1000 404/404 [==============================] - 0s - loss: 66.0708 - mean_squared_error: 66.0708 - mean_absolute_error: 5.8364 Epoch 6/1000 404/404 [==============================] - 0s - loss: 62.0408 - mean_squared_error: 62.0408 - mean_absolute_error: 5.7741 Epoch 7/1000 404/404 [==============================] - 0s - loss: 61.8625 - mean_squared_error: 61.8625 - mean_absolute_error: 5.7584 Epoch 8/1000 404/404 [==============================] - 0s - loss: 61.3506 - mean_squared_error: 61.3506 - mean_absolute_error: 5.6645 Epoch 9/1000 404/404 [==============================] - 0s - loss: 60.2124 - mean_squared_error: 60.2124 - mean_absolute_error: 5.6132 Epoch 10/1000 404/404 [==============================] - 0s - loss: 58.6913 - mean_squared_error: 58.6913 - mean_absolute_error: 5.6017 Epoch 11/1000 404/404 [==============================] - 0s - loss: 57.9432 - mean_squared_error: 57.9432 - mean_absolute_error: 5.5494 Epoch 12/1000 404/404 [==============================] - 0s - loss: 56.8824 - mean_squared_error: 56.8824 - mean_absolute_error: 5.4260 Epoch 13/1000 404/404 [==============================] - 0s - loss: 56.3089 - mean_squared_error: 56.3089 - mean_absolute_error: 5.4978 Epoch 14/1000 404/404 [==============================] - 0s - loss: 54.2514 - mean_squared_error: 54.2514 - mean_absolute_error: 5.3452 Epoch 15/1000 404/404 [==============================] - 0s - loss: 54.5575 - mean_squared_error: 54.5575 - mean_absolute_error: 5.3789 Epoch 16/1000 404/404 [==============================] - 0s - loss: 53.3577 - mean_squared_error: 53.3577 - mean_absolute_error: 5.4448 Epoch 17/1000 404/404 [==============================] - 0s - loss: 53.6863 - mean_squared_error: 53.6863 - mean_absolute_error: 5.3341 Epoch 18/1000 404/404 [==============================] - 0s - loss: 51.5926 - mean_squared_error: 51.5926 - mean_absolute_error: 5.3244 Epoch 19/1000 404/404 [==============================] - 0s - loss: 51.4714 - mean_squared_error: 51.4714 - mean_absolute_error: 5.3381 Epoch 20/1000 404/404 [==============================] - 0s - loss: 51.3925 - mean_squared_error: 51.3925 - mean_absolute_error: 5.2532 Epoch 21/1000 404/404 [==============================] - 0s - loss: 51.0795 - mean_squared_error: 51.0795 - mean_absolute_error: 5.2683 Epoch 22/1000 404/404 [==============================] - 0s - loss: 50.5661 - mean_squared_error: 50.5661 - mean_absolute_error: 5.3529 Epoch 23/1000 404/404 [==============================] - 0s - loss: 49.9413 - mean_squared_error: 49.9413 - mean_absolute_error: 5.2917 Epoch 24/1000 404/404 [==============================] - 0s - loss: 49.3967 - mean_squared_error: 49.3967 - mean_absolute_error: 5.2620 Epoch 25/1000 404/404 [==============================] - 0s - loss: 49.0987 - mean_squared_error: 49.0987 - mean_absolute_error: 5.3054 Epoch 26/1000 404/404 [==============================] - 0s - loss: 48.0337 - mean_squared_error: 48.0337 - mean_absolute_error: 5.1885 Epoch 27/1000 404/404 [==============================] - 0s - loss: 48.1433 - mean_squared_error: 48.1433 - mean_absolute_error: 5.2667 Epoch 28/1000 404/404 [==============================] - 0s - loss: 47.8221 - mean_squared_error: 47.8221 - mean_absolute_error: 5.1985 Epoch 29/1000 404/404 [==============================] - 0s - loss: 47.7517 - mean_squared_error: 47.7517 - mean_absolute_error: 5.1980 Epoch 30/1000 404/404 [==============================] - 0s - loss: 47.9040 - mean_squared_error: 47.9040 - mean_absolute_error: 5.1902 Epoch 31/1000 404/404 [==============================] - 0s - loss: 47.2879 - mean_squared_error: 47.2879 - mean_absolute_error: 5.1726 Epoch 32/1000 404/404 [==============================] - 0s - loss: 47.2588 - mean_squared_error: 47.2588 - mean_absolute_error: 5.1973 Epoch 33/1000 404/404 [==============================] - 0s - loss: 46.4283 - mean_squared_error: 46.4283 - mean_absolute_error: 5.1925 Epoch 34/1000 404/404 [==============================] - 0s - loss: 44.8901 - mean_squared_error: 44.8901 - mean_absolute_error: 5.0216 Epoch 35/1000 404/404 [==============================] - 0s - loss: 45.7442 - mean_squared_error: 45.7442 - mean_absolute_error: 5.0706 Epoch 36/1000 404/404 [==============================] - 0s - loss: 45.3987 - mean_squared_error: 45.3987 - mean_absolute_error: 5.1026 Epoch 37/1000 404/404 [==============================] - 0s - loss: 44.7941 - mean_squared_error: 44.7941 - mean_absolute_error: 5.0609 Epoch 38/1000 404/404 [==============================] - 0s - loss: 45.3308 - mean_squared_error: 45.3308 - mean_absolute_error: 5.1261 Epoch 39/1000 404/404 [==============================] - 0s - loss: 44.6182 - mean_squared_error: 44.6182 - mean_absolute_error: 5.0569 Epoch 40/1000 404/404 [==============================] - 0s - loss: 44.9005 - mean_squared_error: 44.9005 - mean_absolute_error: 5.0373 Epoch 41/1000 404/404 [==============================] - 0s - loss: 44.5237 - mean_squared_error: 44.5237 - mean_absolute_error: 5.0678 Epoch 42/1000 404/404 [==============================] - 0s - loss: 43.4067 - mean_squared_error: 43.4067 - mean_absolute_error: 4.9937 Epoch 43/1000 404/404 [==============================] - 0s - loss: 44.1174 - mean_squared_error: 44.1174 - mean_absolute_error: 5.0577 Epoch 44/1000 404/404 [==============================] - 0s - loss: 43.6039 - mean_squared_error: 43.6039 - mean_absolute_error: 5.0276 Epoch 45/1000 404/404 [==============================] - 0s - loss: 43.3509 - mean_squared_error: 43.3509 - mean_absolute_error: 5.0220 Epoch 46/1000 404/404 [==============================] - 0s - loss: 44.1222 - mean_squared_error: 44.1222 - mean_absolute_error: 5.0517 Epoch 47/1000 404/404 [==============================] - 0s - loss: 43.8576 - mean_squared_error: 43.8576 - mean_absolute_error: 5.0526 Epoch 48/1000 404/404 [==============================] - 0s - loss: 43.5052 - mean_squared_error: 43.5052 - mean_absolute_error: 4.9949 Epoch 49/1000 404/404 [==============================] - 0s - loss: 43.7530 - mean_squared_error: 43.7530 - mean_absolute_error: 5.0504 Epoch 50/1000 404/404 [==============================] - 0s - loss: 43.1814 - mean_squared_error: 43.1814 - mean_absolute_error: 4.9949 Epoch 51/1000 404/404 [==============================] - 0s - loss: 43.6105 - mean_squared_error: 43.6105 - mean_absolute_error: 5.0426 Epoch 52/1000 404/404 [==============================] - 0s - loss: 42.3304 - mean_squared_error: 42.3304 - mean_absolute_error: 4.9442 Epoch 53/1000 404/404 [==============================] - 0s - loss: 43.0791 - mean_squared_error: 43.0791 - mean_absolute_error: 4.9500 Epoch 54/1000 404/404 [==============================] - 0s - loss: 42.8263 - mean_squared_error: 42.8263 - mean_absolute_error: 5.0083 Epoch 55/1000 404/404 [==============================] - 0s - loss: 41.9571 - mean_squared_error: 41.9571 - mean_absolute_error: 4.9297 Epoch 56/1000 404/404 [==============================] - 0s - loss: 42.5178 - mean_squared_error: 42.5178 - mean_absolute_error: 4.9655 Epoch 57/1000 404/404 [==============================] - 0s - loss: 41.8807 - mean_squared_error: 41.8807 - mean_absolute_error: 4.8936 Epoch 58/1000 404/404 [==============================] - 0s - loss: 41.4168 - mean_squared_error: 41.4168 - mean_absolute_error: 4.8426 Epoch 59/1000 404/404 [==============================] - 0s - loss: 41.7527 - mean_squared_error: 41.7527 - mean_absolute_error: 4.8914 Epoch 60/1000 404/404 [==============================] - 0s - loss: 41.6322 - mean_squared_error: 41.6322 - mean_absolute_error: 4.8575 Epoch 61/1000 404/404 [==============================] - 0s - loss: 41.4964 - mean_squared_error: 41.4964 - mean_absolute_error: 4.9406 Epoch 62/1000 404/404 [==============================] - 0s - loss: 41.6924 - mean_squared_error: 41.6924 - mean_absolute_error: 4.9263 Epoch 63/1000 404/404 [==============================] - 0s - loss: 41.0838 - mean_squared_error: 41.0838 - mean_absolute_error: 4.9166 Epoch 64/1000 404/404 [==============================] - 0s - loss: 41.6591 - mean_squared_error: 41.6591 - mean_absolute_error: 4.9054 Epoch 65/1000 404/404 [==============================] - 0s - loss: 40.7573 - mean_squared_error: 40.7573 - mean_absolute_error: 4.8406 Epoch 66/1000 404/404 [==============================] - 0s - loss: 41.3372 - mean_squared_error: 41.3372 - mean_absolute_error: 4.8742 Epoch 67/1000 404/404 [==============================] - 0s - loss: 41.4603 - mean_squared_error: 41.4603 - mean_absolute_error: 4.8776 Epoch 68/1000 404/404 [==============================] - 0s - loss: 41.0526 - mean_squared_error: 41.0526 - mean_absolute_error: 4.8571 Epoch 69/1000 404/404 [==============================] - 0s - loss: 40.7915 - mean_squared_error: 40.7915 - mean_absolute_error: 4.8152 Epoch 70/1000 404/404 [==============================] - 0s - loss: 41.2513 - mean_squared_error: 41.2513 - mean_absolute_error: 4.8427 Epoch 71/1000 404/404 [==============================] - 0s - loss: 40.4575 - mean_squared_error: 40.4575 - mean_absolute_error: 4.8221 Epoch 72/1000 404/404 [==============================] - 0s - loss: 40.1542 - mean_squared_error: 40.1542 - mean_absolute_error: 4.8607 Epoch 73/1000 404/404 [==============================] - 0s - loss: 39.8429 - mean_squared_error: 39.8429 - mean_absolute_error: 4.8216 Epoch 74/1000 404/404 [==============================] - 0s - loss: 40.4389 - mean_squared_error: 40.4389 - mean_absolute_error: 4.8168 Epoch 75/1000 404/404 [==============================] - 0s - loss: 39.4356 - mean_squared_error: 39.4356 - mean_absolute_error: 4.7386 Epoch 76/1000 404/404 [==============================] - 0s - loss: 40.1033 - mean_squared_error: 40.1033 - mean_absolute_error: 4.7885 Epoch 77/1000 404/404 [==============================] - 0s - loss: 40.1261 - mean_squared_error: 40.1261 - mean_absolute_error: 4.8373 Epoch 78/1000 404/404 [==============================] - 0s - loss: 38.6769 - mean_squared_error: 38.6769 - mean_absolute_error: 4.6951 Epoch 79/1000 404/404 [==============================] - 0s - loss: 39.4568 - mean_squared_error: 39.4568 - mean_absolute_error: 4.7575 Epoch 80/1000 404/404 [==============================] - 0s - loss: 39.9585 - mean_squared_error: 39.9585 - mean_absolute_error: 4.7386 Epoch 81/1000 404/404 [==============================] - 0s - loss: 40.0942 - mean_squared_error: 40.0942 - mean_absolute_error: 4.8245 Epoch 82/1000 404/404 [==============================] - 0s - loss: 39.4487 - mean_squared_error: 39.4487 - mean_absolute_error: 4.7240 Epoch 83/1000 404/404 [==============================] - 0s - loss: 39.6566 - mean_squared_error: 39.6566 - mean_absolute_error: 4.7602 Epoch 84/1000 404/404 [==============================] - 0s - loss: 39.7058 - mean_squared_error: 39.7058 - mean_absolute_error: 4.8047 Epoch 85/1000 404/404 [==============================] - 0s - loss: 38.9166 - mean_squared_error: 38.9166 - mean_absolute_error: 4.6670 Epoch 86/1000 404/404 [==============================] - 0s - loss: 39.0315 - mean_squared_error: 39.0315 - mean_absolute_error: 4.6965 Epoch 87/1000 404/404 [==============================] - 0s - loss: 38.8982 - mean_squared_error: 38.8982 - mean_absolute_error: 4.7190 Epoch 88/1000 404/404 [==============================] - 0s - loss: 39.1427 - mean_squared_error: 39.1427 - mean_absolute_error: 4.6594 Epoch 89/1000 404/404 [==============================] - 0s - loss: 38.1898 - mean_squared_error: 38.1898 - mean_absolute_error: 4.6562 Epoch 90/1000 404/404 [==============================] - 0s - loss: 39.0811 - mean_squared_error: 39.0811 - mean_absolute_error: 4.7295 Epoch 91/1000 404/404 [==============================] - 0s - loss: 39.0850 - mean_squared_error: 39.0850 - mean_absolute_error: 4.6617 Epoch 92/1000 404/404 [==============================] - 0s - loss: 38.6453 - mean_squared_error: 38.6453 - mean_absolute_error: 4.7404 Epoch 93/1000 404/404 [==============================] - 0s - loss: 37.6441 - mean_squared_error: 37.6441 - mean_absolute_error: 4.5909 Epoch 94/1000 404/404 [==============================] - 0s - loss: 39.1110 - mean_squared_error: 39.1110 - mean_absolute_error: 4.7227 Epoch 95/1000 404/404 [==============================] - 0s - loss: 37.9580 - mean_squared_error: 37.9580 - mean_absolute_error: 4.6726 Epoch 96/1000 404/404 [==============================] - 0s - loss: 38.4042 - mean_squared_error: 38.4042 - mean_absolute_error: 4.7110 Epoch 97/1000 404/404 [==============================] - 0s - loss: 38.7351 - mean_squared_error: 38.7351 - mean_absolute_error: 4.6537 Epoch 98/1000 404/404 [==============================] - 0s - loss: 38.9959 - mean_squared_error: 38.9959 - mean_absolute_error: 4.6876 Epoch 99/1000 404/404 [==============================] - 0s - loss: 37.8479 - mean_squared_error: 37.8479 - mean_absolute_error: 4.6349 Epoch 100/1000 404/404 [==============================] - 0s - loss: 38.7799 - mean_squared_error: 38.7799 - mean_absolute_error: 4.6882 Epoch 101/1000 404/404 [==============================] - 0s - loss: 38.1242 - mean_squared_error: 38.1242 - mean_absolute_error: 4.6231 Epoch 102/1000 404/404 [==============================] - 0s - loss: 37.7679 - mean_squared_error: 37.7679 - mean_absolute_error: 4.6437 Epoch 103/1000 404/404 [==============================] - 0s - loss: 37.9556 - mean_squared_error: 37.9556 - mean_absolute_error: 4.5717 Epoch 104/1000 404/404 [==============================] - 0s - loss: 37.7755 - mean_squared_error: 37.7755 - mean_absolute_error: 4.5860 Epoch 105/1000 404/404 [==============================] - 0s - loss: 37.8125 - mean_squared_error: 37.8125 - mean_absolute_error: 4.5520 Epoch 106/1000 404/404 [==============================] - 0s - loss: 37.9617 - mean_squared_error: 37.9617 - mean_absolute_error: 4.6369 Epoch 107/1000 404/404 [==============================] - 0s - loss: 37.8995 - mean_squared_error: 37.8995 - mean_absolute_error: 4.5894 Epoch 108/1000 404/404 [==============================] - 0s - loss: 37.3507 - mean_squared_error: 37.3507 - mean_absolute_error: 4.5714 Epoch 109/1000 404/404 [==============================] - 0s - loss: 37.0200 - mean_squared_error: 37.0200 - mean_absolute_error: 4.5772 Epoch 110/1000 404/404 [==============================] - 0s - loss: 36.6338 - mean_squared_error: 36.6338 - mean_absolute_error: 4.5437 Epoch 111/1000 404/404 [==============================] - 0s - loss: 36.8532 - mean_squared_error: 36.8532 - mean_absolute_error: 4.5698 Epoch 112/1000 404/404 [==============================] - 0s - loss: 37.4068 - mean_squared_error: 37.4068 - mean_absolute_error: 4.5696 Epoch 113/1000 404/404 [==============================] - 0s - loss: 35.7599 - mean_squared_error: 35.7599 - mean_absolute_error: 4.4862 Epoch 114/1000 404/404 [==============================] - 0s - loss: 36.9742 - mean_squared_error: 36.9742 - mean_absolute_error: 4.5792 Epoch 115/1000 404/404 [==============================] - 0s - loss: 36.6305 - mean_squared_error: 36.6305 - mean_absolute_error: 4.5205 Epoch 116/1000 404/404 [==============================] - 0s - loss: 36.1430 - mean_squared_error: 36.1430 - mean_absolute_error: 4.5149 Epoch 117/1000 404/404 [==============================] - 0s - loss: 36.4629 - mean_squared_error: 36.4629 - mean_absolute_error: 4.5426 Epoch 118/1000 404/404 [==============================] - 0s - loss: 36.0736 - mean_squared_error: 36.0736 - mean_absolute_error: 4.4888 Epoch 119/1000 404/404 [==============================] - 0s - loss: 36.5122 - mean_squared_error: 36.5122 - mean_absolute_error: 4.5756 Epoch 120/1000 404/404 [==============================] - 0s - loss: 36.5662 - mean_squared_error: 36.5662 - mean_absolute_error: 4.5319 Epoch 121/1000 404/404 [==============================] - 0s - loss: 36.0339 - mean_squared_error: 36.0339 - mean_absolute_error: 4.4946 Epoch 122/1000 404/404 [==============================] - 0s - loss: 36.8754 - mean_squared_error: 36.8754 - mean_absolute_error: 4.5066 Epoch 123/1000 404/404 [==============================] - 0s - loss: 36.3157 - mean_squared_error: 36.3157 - mean_absolute_error: 4.4947 Epoch 124/1000 404/404 [==============================] - 0s - loss: 35.9947 - mean_squared_error: 35.9947 - mean_absolute_error: 4.5048 Epoch 125/1000 404/404 [==============================] - 0s - loss: 36.3532 - mean_squared_error: 36.3532 - mean_absolute_error: 4.4408 Epoch 126/1000 404/404 [==============================] - 0s - loss: 36.4225 - mean_squared_error: 36.4225 - mean_absolute_error: 4.5349 Epoch 127/1000 404/404 [==============================] - 0s - loss: 36.2065 - mean_squared_error: 36.2065 - mean_absolute_error: 4.4991 Epoch 128/1000 404/404 [==============================] - 0s - loss: 34.9870 - mean_squared_error: 34.9870 - mean_absolute_error: 4.4027 Epoch 129/1000 404/404 [==============================] - 0s - loss: 36.0359 - mean_squared_error: 36.0359 - mean_absolute_error: 4.5112 Epoch 130/1000 404/404 [==============================] - 0s - loss: 36.1551 - mean_squared_error: 36.1551 - mean_absolute_error: 4.4952 Epoch 131/1000 404/404 [==============================] - 0s - loss: 36.0286 - mean_squared_error: 36.0286 - mean_absolute_error: 4.4604 Epoch 132/1000 404/404 [==============================] - 0s - loss: 34.8442 - mean_squared_error: 34.8442 - mean_absolute_error: 4.4073 Epoch 133/1000 404/404 [==============================] - 0s - loss: 35.7628 - mean_squared_error: 35.7628 - mean_absolute_error: 4.5149 Epoch 134/1000 404/404 [==============================] - 0s - loss: 35.8615 - mean_squared_error: 35.8615 - mean_absolute_error: 4.4765 Epoch 135/1000 404/404 [==============================] - 0s - loss: 35.8623 - mean_squared_error: 35.8623 - mean_absolute_error: 4.4581 Epoch 136/1000 404/404 [==============================] - 0s - loss: 35.7095 - mean_squared_error: 35.7095 - mean_absolute_error: 4.3851 Epoch 137/1000 404/404 [==============================] - 0s - loss: 34.8716 - mean_squared_error: 34.8716 - mean_absolute_error: 4.3509 Epoch 138/1000 404/404 [==============================] - 0s - loss: 35.5726 - mean_squared_error: 35.5726 - mean_absolute_error: 4.4051 Epoch 139/1000 404/404 [==============================] - 0s - loss: 34.9676 - mean_squared_error: 34.9676 - mean_absolute_error: 4.4065 Epoch 140/1000 404/404 [==============================] - 0s - loss: 35.3234 - mean_squared_error: 35.3234 - mean_absolute_error: 4.4265 Epoch 141/1000 404/404 [==============================] - 0s - loss: 35.3709 - mean_squared_error: 35.3709 - mean_absolute_error: 4.4651 Epoch 142/1000 404/404 [==============================] - 0s - loss: 34.8058 - mean_squared_error: 34.8058 - mean_absolute_error: 4.4259 Epoch 143/1000 404/404 [==============================] - 0s - loss: 35.6047 - mean_squared_error: 35.6047 - mean_absolute_error: 4.3792 Epoch 144/1000 404/404 [==============================] - 0s - loss: 34.6632 - mean_squared_error: 34.6632 - mean_absolute_error: 4.3890 Epoch 145/1000 404/404 [==============================] - 0s - loss: 35.0547 - mean_squared_error: 35.0547 - mean_absolute_error: 4.4278 Epoch 146/1000 404/404 [==============================] - 0s - loss: 34.9410 - mean_squared_error: 34.9410 - mean_absolute_error: 4.3927 Epoch 147/1000 404/404 [==============================] - 0s - loss: 35.0082 - mean_squared_error: 35.0082 - mean_absolute_error: 4.4318 Epoch 148/1000 404/404 [==============================] - 0s - loss: 34.8520 - mean_squared_error: 34.8520 - mean_absolute_error: 4.4201 Epoch 149/1000 404/404 [==============================] - 0s - loss: 34.7700 - mean_squared_error: 34.7700 - mean_absolute_error: 4.3313 Epoch 150/1000 404/404 [==============================] - 0s - loss: 33.8508 - mean_squared_error: 33.8508 - mean_absolute_error: 4.3078 Epoch 151/1000 404/404 [==============================] - 0s - loss: 34.3864 - mean_squared_error: 34.3864 - mean_absolute_error: 4.3287 Epoch 152/1000 404/404 [==============================] - 0s - loss: 34.8401 - mean_squared_error: 34.8401 - mean_absolute_error: 4.3840 Epoch 153/1000 404/404 [==============================] - 0s - loss: 34.1633 - mean_squared_error: 34.1633 - mean_absolute_error: 4.3103 Epoch 154/1000 404/404 [==============================] - 0s - loss: 35.1113 - mean_squared_error: 35.1113 - mean_absolute_error: 4.4516 Epoch 155/1000 404/404 [==============================] - 0s - loss: 34.1462 - mean_squared_error: 34.1462 - mean_absolute_error: 4.4052 Epoch 156/1000 404/404 [==============================] - 0s - loss: 34.0535 - mean_squared_error: 34.0535 - mean_absolute_error: 4.3776 Epoch 157/1000 404/404 [==============================] - 0s - loss: 33.5947 - mean_squared_error: 33.5947 - mean_absolute_error: 4.3388 Epoch 158/1000 404/404 [==============================] - 0s - loss: 34.0582 - mean_squared_error: 34.0582 - mean_absolute_error: 4.2975 Epoch 159/1000 404/404 [==============================] - 0s - loss: 34.6477 - mean_squared_error: 34.6477 - mean_absolute_error: 4.3431 Epoch 160/1000 404/404 [==============================] - 0s - loss: 34.1996 - mean_squared_error: 34.1996 - mean_absolute_error: 4.3570 Epoch 161/1000 404/404 [==============================] - 0s - loss: 34.2525 - mean_squared_error: 34.2525 - mean_absolute_error: 4.3347 Epoch 162/1000 404/404 [==============================] - 0s - loss: 33.5685 - mean_squared_error: 33.5685 - mean_absolute_error: 4.3269 Epoch 163/1000 404/404 [==============================] - 0s - loss: 33.9790 - mean_squared_error: 33.9790 - mean_absolute_error: 4.3129 Epoch 164/1000 404/404 [==============================] - 0s - loss: 33.6530 - mean_squared_error: 33.6530 - mean_absolute_error: 4.3746 Epoch 165/1000 404/404 [==============================] - 0s - loss: 34.2317 - mean_squared_error: 34.2317 - mean_absolute_error: 4.3774 Epoch 166/1000 404/404 [==============================] - 0s - loss: 34.4105 - mean_squared_error: 34.4105 - mean_absolute_error: 4.4175 Epoch 167/1000 404/404 [==============================] - 0s - loss: 33.7502 - mean_squared_error: 33.7502 - mean_absolute_error: 4.2669 Epoch 168/1000 404/404 [==============================] - 0s - loss: 34.1169 - mean_squared_error: 34.1169 - mean_absolute_error: 4.3541 Epoch 169/1000 404/404 [==============================] - 0s - loss: 33.8403 - mean_squared_error: 33.8403 - mean_absolute_error: 4.2897 Epoch 170/1000 404/404 [==============================] - 0s - loss: 33.4454 - mean_squared_error: 33.4454 - mean_absolute_error: 4.2286 Epoch 171/1000 404/404 [==============================] - 0s - loss: 34.1167 - mean_squared_error: 34.1167 - mean_absolute_error: 4.3827 Epoch 172/1000 404/404 [==============================] - 0s - loss: 33.8253 - mean_squared_error: 33.8253 - mean_absolute_error: 4.2637 Epoch 173/1000 404/404 [==============================] - 0s - loss: 33.6919 - mean_squared_error: 33.6919 - mean_absolute_error: 4.2719 Epoch 174/1000 404/404 [==============================] - 0s - loss: 33.9767 - mean_squared_error: 33.9767 - mean_absolute_error: 4.3011 Epoch 175/1000 404/404 [==============================] - 0s - loss: 33.1640 - mean_squared_error: 33.1640 - mean_absolute_error: 4.2430 Epoch 176/1000 404/404 [==============================] - 0s - loss: 33.6599 - mean_squared_error: 33.6599 - mean_absolute_error: 4.2672 Epoch 177/1000 404/404 [==============================] - 0s - loss: 33.9071 - mean_squared_error: 33.9071 - mean_absolute_error: 4.3001 Epoch 178/1000 404/404 [==============================] - 0s - loss: 32.7030 - mean_squared_error: 32.7030 - mean_absolute_error: 4.2257 Epoch 179/1000 404/404 [==============================] - 0s - loss: 33.1142 - mean_squared_error: 33.1142 - mean_absolute_error: 4.3063 Epoch 180/1000 404/404 [==============================] - 0s - loss: 33.0915 - mean_squared_error: 33.0915 - mean_absolute_error: 4.2328 Epoch 181/1000 404/404 [==============================] - 0s - loss: 33.4877 - mean_squared_error: 33.4877 - mean_absolute_error: 4.2602 Epoch 182/1000 404/404 [==============================] - 0s - loss: 33.7089 - mean_squared_error: 33.7089 - mean_absolute_error: 4.3254 Epoch 183/1000 404/404 [==============================] - 0s - loss: 32.3695 - mean_squared_error: 32.3695 - mean_absolute_error: 4.2983 Epoch 184/1000 404/404 [==============================] - 0s - loss: 33.0188 - mean_squared_error: 33.0188 - mean_absolute_error: 4.2289 Epoch 185/1000 404/404 [==============================] - 0s - loss: 32.6450 - mean_squared_error: 32.6450 - mean_absolute_error: 4.2046 Epoch 186/1000 404/404 [==============================] - 0s - loss: 32.2636 - mean_squared_error: 32.2636 - mean_absolute_error: 4.2268 Epoch 187/1000 404/404 [==============================] - 0s - loss: 32.8090 - mean_squared_error: 32.8090 - mean_absolute_error: 4.2315 Epoch 188/1000 404/404 [==============================] - 0s - loss: 32.9696 - mean_squared_error: 32.9696 - mean_absolute_error: 4.1933 Epoch 189/1000 404/404 [==============================] - 0s - loss: 33.1825 - mean_squared_error: 33.1825 - mean_absolute_error: 4.2751 Epoch 190/1000 404/404 [==============================] - 0s - loss: 32.3605 - mean_squared_error: 32.3605 - mean_absolute_error: 4.2447 Epoch 191/1000 404/404 [==============================] - 0s - loss: 32.8580 - mean_squared_error: 32.8580 - mean_absolute_error: 4.2453 Epoch 192/1000 404/404 [==============================] - 0s - loss: 32.7338 - mean_squared_error: 32.7338 - mean_absolute_error: 4.2210 Epoch 193/1000 404/404 [==============================] - 0s - loss: 32.0609 - mean_squared_error: 32.0609 - mean_absolute_error: 4.2024 Epoch 194/1000 404/404 [==============================] - 0s - loss: 32.7107 - mean_squared_error: 32.7107 - mean_absolute_error: 4.2526 Epoch 195/1000 404/404 [==============================] - 0s - loss: 33.0477 - mean_squared_error: 33.0477 - mean_absolute_error: 4.2307 Epoch 196/1000 404/404 [==============================] - 0s - loss: 32.5677 - mean_squared_error: 32.5677 - mean_absolute_error: 4.2472 Epoch 197/1000 404/404 [==============================] - 0s - loss: 32.6475 - mean_squared_error: 32.6475 - mean_absolute_error: 4.1853 Epoch 198/1000 404/404 [==============================] - 0s - loss: 32.0343 - mean_squared_error: 32.0343 - mean_absolute_error: 4.1768 Epoch 199/1000 404/404 [==============================] - 0s - loss: 32.2005 - mean_squared_error: 32.2005 - mean_absolute_error: 4.2224 Epoch 200/1000 404/404 [==============================] - 0s - loss: 32.5698 - mean_squared_error: 32.5698 - mean_absolute_error: 4.2488 Epoch 201/1000 404/404 [==============================] - 0s - loss: 32.6824 - mean_squared_error: 32.6824 - mean_absolute_error: 4.1762 Epoch 202/1000 404/404 [==============================] - 0s - loss: 32.1770 - mean_squared_error: 32.1770 - mean_absolute_error: 4.2323 Epoch 203/1000 404/404 [==============================] - 0s - loss: 31.5578 - mean_squared_error: 31.5578 - mean_absolute_error: 4.0924 Epoch 204/1000 404/404 [==============================] - 0s - loss: 31.5250 - mean_squared_error: 31.5250 - mean_absolute_error: 4.1194 Epoch 205/1000 404/404 [==============================] - 0s - loss: 31.4318 - mean_squared_error: 31.4318 - mean_absolute_error: 4.1484 Epoch 206/1000 404/404 [==============================] - 0s - loss: 32.4077 - mean_squared_error: 32.4077 - mean_absolute_error: 4.1813 Epoch 207/1000 404/404 [==============================] - 0s - loss: 31.9708 - mean_squared_error: 31.9708 - mean_absolute_error: 4.0998 Epoch 208/1000 404/404 [==============================] - 0s - loss: 30.6920 - mean_squared_error: 30.6920 - mean_absolute_error: 4.1016 Epoch 209/1000 404/404 [==============================] - 0s - loss: 31.5607 - mean_squared_error: 31.5607 - mean_absolute_error: 4.1650 Epoch 210/1000 404/404 [==============================] - 0s - loss: 31.9174 - mean_squared_error: 31.9174 - mean_absolute_error: 4.1398 Epoch 211/1000 404/404 [==============================] - 0s - loss: 32.1012 - mean_squared_error: 32.1012 - mean_absolute_error: 4.1682 Epoch 212/1000 404/404 [==============================] - 0s - loss: 31.9167 - mean_squared_error: 31.9167 - mean_absolute_error: 4.1351 Epoch 213/1000 404/404 [==============================] - 0s - loss: 31.2976 - mean_squared_error: 31.2976 - mean_absolute_error: 4.0818 Epoch 214/1000 404/404 [==============================] - 0s - loss: 31.3182 - mean_squared_error: 31.3182 - mean_absolute_error: 4.0832 Epoch 215/1000 404/404 [==============================] - 0s - loss: 32.4614 - mean_squared_error: 32.4614 - mean_absolute_error: 4.2040 Epoch 216/1000 404/404 [==============================] - 0s - loss: 32.3012 - mean_squared_error: 32.3012 - mean_absolute_error: 4.1626 Epoch 217/1000 404/404 [==============================] - 0s - loss: 31.1488 - mean_squared_error: 31.1488 - mean_absolute_error: 4.0465 Epoch 218/1000 404/404 [==============================] - 0s - loss: 31.4913 - mean_squared_error: 31.4913 - mean_absolute_error: 4.0872 Epoch 219/1000 404/404 [==============================] - 0s - loss: 31.3929 - mean_squared_error: 31.3929 - mean_absolute_error: 4.0676 Epoch 220/1000 404/404 [==============================] - 0s - loss: 31.7990 - mean_squared_error: 31.7990 - mean_absolute_error: 4.1207 Epoch 221/1000 404/404 [==============================] - 0s - loss: 31.3170 - mean_squared_error: 31.3170 - mean_absolute_error: 4.0836 Epoch 222/1000 404/404 [==============================] - 0s - loss: 31.1435 - mean_squared_error: 31.1435 - mean_absolute_error: 4.1104 Epoch 223/1000 404/404 [==============================] - 0s - loss: 31.6869 - mean_squared_error: 31.6869 - mean_absolute_error: 4.1285 Epoch 224/1000 404/404 [==============================] - 0s - loss: 30.9835 - mean_squared_error: 30.9835 - mean_absolute_error: 4.1155 Epoch 225/1000 404/404 [==============================] - 0s - loss: 30.6718 - mean_squared_error: 30.6718 - mean_absolute_error: 4.0650 Epoch 226/1000 404/404 [==============================] - 0s - loss: 31.5830 - mean_squared_error: 31.5830 - mean_absolute_error: 4.1107 Epoch 227/1000 404/404 [==============================] - 0s - loss: 30.8586 - mean_squared_error: 30.8586 - mean_absolute_error: 4.0531 Epoch 228/1000 404/404 [==============================] - 0s - loss: 30.7494 - mean_squared_error: 30.7494 - mean_absolute_error: 4.0375 Epoch 229/1000 404/404 [==============================] - 0s - loss: 31.7574 - mean_squared_error: 31.7574 - mean_absolute_error: 4.1241 Epoch 230/1000 404/404 [==============================] - 0s - loss: 30.9996 - mean_squared_error: 30.9996 - mean_absolute_error: 4.0783 Epoch 231/1000 404/404 [==============================] - 0s - loss: 31.2685 - mean_squared_error: 31.2685 - mean_absolute_error: 4.0692 Epoch 232/1000 404/404 [==============================] - 0s - loss: 30.8719 - mean_squared_error: 30.8719 - mean_absolute_error: 4.1267 Epoch 233/1000 404/404 [==============================] - 0s - loss: 30.8287 - mean_squared_error: 30.8287 - mean_absolute_error: 4.0477 Epoch 234/1000 404/404 [==============================] - 0s - loss: 31.7782 - mean_squared_error: 31.7782 - mean_absolute_error: 4.1143 Epoch 235/1000 404/404 [==============================] - 0s - loss: 31.7327 - mean_squared_error: 31.7327 - mean_absolute_error: 4.1513 Epoch 236/1000 404/404 [==============================] - 0s - loss: 31.3774 - mean_squared_error: 31.3774 - mean_absolute_error: 4.1306 Epoch 237/1000 404/404 [==============================] - 0s - loss: 30.6935 - mean_squared_error: 30.6935 - mean_absolute_error: 4.0618 Epoch 238/1000 404/404 [==============================] - 0s - loss: 30.6280 - mean_squared_error: 30.6280 - mean_absolute_error: 4.0253 Epoch 239/1000 404/404 [==============================] - 0s - loss: 31.2869 - mean_squared_error: 31.2869 - mean_absolute_error: 4.0759 Epoch 240/1000 404/404 [==============================] - 0s - loss: 30.1885 - mean_squared_error: 30.1885 - mean_absolute_error: 4.0593 Epoch 241/1000 404/404 [==============================] - 0s - loss: 30.3879 - mean_squared_error: 30.3879 - mean_absolute_error: 4.0828 Epoch 242/1000 404/404 [==============================] - 0s - loss: 31.3004 - mean_squared_error: 31.3004 - mean_absolute_error: 4.1237 Epoch 243/1000 404/404 [==============================] - 0s - loss: 30.7365 - mean_squared_error: 30.7365 - mean_absolute_error: 4.0708 Epoch 244/1000 404/404 [==============================] - 0s - loss: 31.3608 - mean_squared_error: 31.3608 - mean_absolute_error: 4.1087 Epoch 245/1000 404/404 [==============================] - 0s - loss: 30.5592 - mean_squared_error: 30.5592 - mean_absolute_error: 4.0807 Epoch 246/1000 404/404 [==============================] - 0s - loss: 30.3597 - mean_squared_error: 30.3597 - mean_absolute_error: 4.0501 ETA: 0s - loss: 27.0395 - mean_squared_error: 27.0395 - mean_absolute_error: 3. Epoch 247/1000 404/404 [==============================] - 0s - loss: 30.1750 - mean_squared_error: 30.1750 - mean_absolute_error: 4.0246 Epoch 248/1000 404/404 [==============================] - 0s - loss: 30.7344 - mean_squared_error: 30.7344 - mean_absolute_error: 4.0305 Epoch 249/1000 404/404 [==============================] - 0s - loss: 30.6155 - mean_squared_error: 30.6155 - mean_absolute_error: 4.0396 Epoch 250/1000 404/404 [==============================] - 0s - loss: 30.2316 - mean_squared_error: 30.2316 - mean_absolute_error: 3.9971 Epoch 251/1000 404/404 [==============================] - 0s - loss: 30.4784 - mean_squared_error: 30.4784 - mean_absolute_error: 4.0663 Epoch 252/1000 404/404 [==============================] - 0s - loss: 30.7649 - mean_squared_error: 30.7649 - mean_absolute_error: 4.0566 Epoch 253/1000 404/404 [==============================] - 0s - loss: 30.3838 - mean_squared_error: 30.3838 - mean_absolute_error: 4.0270 Epoch 254/1000 404/404 [==============================] - 0s - loss: 29.6211 - mean_squared_error: 29.6211 - mean_absolute_error: 4.0278 Epoch 255/1000 404/404 [==============================] - 0s - loss: 30.5915 - mean_squared_error: 30.5915 - mean_absolute_error: 4.0610 Epoch 256/1000 404/404 [==============================] - 0s - loss: 30.7458 - mean_squared_error: 30.7458 - mean_absolute_error: 4.0391 Epoch 257/1000 404/404 [==============================] - 0s - loss: 30.1835 - mean_squared_error: 30.1835 - mean_absolute_error: 4.0207 Epoch 258/1000 404/404 [==============================] - 0s - loss: 29.9945 - mean_squared_error: 29.9945 - mean_absolute_error: 4.0562 Epoch 259/1000 404/404 [==============================] - 0s - loss: 30.4884 - mean_squared_error: 30.4884 - mean_absolute_error: 4.0526 Epoch 260/1000 404/404 [==============================] - 0s - loss: 30.2052 - mean_squared_error: 30.2052 - mean_absolute_error: 4.0339 Epoch 261/1000 404/404 [==============================] - 0s - loss: 30.5522 - mean_squared_error: 30.5522 - mean_absolute_error: 4.0011 Epoch 262/1000 404/404 [==============================] - 0s - loss: 29.8824 - mean_squared_error: 29.8824 - mean_absolute_error: 3.9995 Epoch 263/1000 404/404 [==============================] - 0s - loss: 30.5401 - mean_squared_error: 30.5401 - mean_absolute_error: 4.0413 Epoch 264/1000 404/404 [==============================] - 0s - loss: 30.2390 - mean_squared_error: 30.2390 - mean_absolute_error: 4.0181 Epoch 265/1000 404/404 [==============================] - 0s - loss: 30.7261 - mean_squared_error: 30.7261 - mean_absolute_error: 4.0993 Epoch 266/1000 404/404 [==============================] - 0s - loss: 30.4710 - mean_squared_error: 30.4710 - mean_absolute_error: 3.9635 Epoch 267/1000 404/404 [==============================] - 0s - loss: 29.6900 - mean_squared_error: 29.6900 - mean_absolute_error: 4.0027 Epoch 268/1000 404/404 [==============================] - 0s - loss: 30.2738 - mean_squared_error: 30.2738 - mean_absolute_error: 4.0257 Epoch 269/1000 404/404 [==============================] - 0s - loss: 30.0595 - mean_squared_error: 30.0595 - mean_absolute_error: 4.0246 Epoch 270/1000 404/404 [==============================] - 0s - loss: 29.4872 - mean_squared_error: 29.4872 - mean_absolute_error: 4.0274 Epoch 271/1000 404/404 [==============================] - 0s - loss: 29.9841 - mean_squared_error: 29.9841 - mean_absolute_error: 3.9655 Epoch 272/1000 404/404 [==============================] - 0s - loss: 29.4346 - mean_squared_error: 29.4346 - mean_absolute_error: 3.9284 Epoch 273/1000 404/404 [==============================] - 0s - loss: 29.7877 - mean_squared_error: 29.7877 - mean_absolute_error: 3.9650 Epoch 274/1000 404/404 [==============================] - 0s - loss: 30.9829 - mean_squared_error: 30.9829 - mean_absolute_error: 4.0388 Epoch 275/1000 404/404 [==============================] - 0s - loss: 29.5994 - mean_squared_error: 29.5994 - mean_absolute_error: 3.9217 Epoch 276/1000 404/404 [==============================] - 0s - loss: 30.3779 - mean_squared_error: 30.3779 - mean_absolute_error: 3.9860 Epoch 277/1000 404/404 [==============================] - 0s - loss: 29.9363 - mean_squared_error: 29.9363 - mean_absolute_error: 4.0057 Epoch 278/1000 404/404 [==============================] - 0s - loss: 30.2857 - mean_squared_error: 30.2857 - mean_absolute_error: 4.0228 Epoch 279/1000 404/404 [==============================] - 0s - loss: 29.7262 - mean_squared_error: 29.7262 - mean_absolute_error: 3.9693 Epoch 280/1000 404/404 [==============================] - 0s - loss: 30.0730 - mean_squared_error: 30.0730 - mean_absolute_error: 3.9059 Epoch 281/1000 404/404 [==============================] - 0s - loss: 30.1215 - mean_squared_error: 30.1215 - mean_absolute_error: 3.9775 Epoch 282/1000 404/404 [==============================] - 0s - loss: 29.9007 - mean_squared_error: 29.9007 - mean_absolute_error: 4.0197 Epoch 283/1000 404/404 [==============================] - 0s - loss: 29.9560 - mean_squared_error: 29.9560 - mean_absolute_error: 3.9475 Epoch 284/1000 404/404 [==============================] - 0s - loss: 29.6450 - mean_squared_error: 29.6450 - mean_absolute_error: 3.9166 Epoch 285/1000 404/404 [==============================] - 0s - loss: 30.0599 - mean_squared_error: 30.0599 - mean_absolute_error: 3.9915 Epoch 286/1000 404/404 [==============================] - 0s - loss: 29.6738 - mean_squared_error: 29.6738 - mean_absolute_error: 3.9872 Epoch 287/1000 404/404 [==============================] - 0s - loss: 30.1761 - mean_squared_error: 30.1761 - mean_absolute_error: 3.9976 Epoch 288/1000 404/404 [==============================] - 0s - loss: 29.5466 - mean_squared_error: 29.5466 - mean_absolute_error: 3.9187 Epoch 289/1000 404/404 [==============================] - 0s - loss: 29.1127 - mean_squared_error: 29.1127 - mean_absolute_error: 3.9698 Epoch 290/1000 404/404 [==============================] - 0s - loss: 28.4495 - mean_squared_error: 28.4495 - mean_absolute_error: 3.8799 Epoch 291/1000 404/404 [==============================] - 0s - loss: 29.7425 - mean_squared_error: 29.7425 - mean_absolute_error: 3.9808 Epoch 292/1000 404/404 [==============================] - 0s - loss: 30.0139 - mean_squared_error: 30.0139 - mean_absolute_error: 3.9903 Epoch 293/1000 404/404 [==============================] - 0s - loss: 30.0418 - mean_squared_error: 30.0418 - mean_absolute_error: 3.9508 Epoch 294/1000 404/404 [==============================] - 0s - loss: 29.4133 - mean_squared_error: 29.4133 - mean_absolute_error: 3.9630 Epoch 295/1000 404/404 [==============================] - 0s - loss: 29.8942 - mean_squared_error: 29.8942 - mean_absolute_error: 3.9093 Epoch 296/1000 404/404 [==============================] - 0s - loss: 28.8444 - mean_squared_error: 28.8444 - mean_absolute_error: 3.8900 Epoch 297/1000 404/404 [==============================] - 0s - loss: 29.6796 - mean_squared_error: 29.6796 - mean_absolute_error: 3.9334 Epoch 298/1000 404/404 [==============================] - 0s - loss: 29.1088 - mean_squared_error: 29.1088 - mean_absolute_error: 3.8951 Epoch 299/1000 404/404 [==============================] - 0s - loss: 29.8216 - mean_squared_error: 29.8216 - mean_absolute_error: 3.8942 Epoch 300/1000 404/404 [==============================] - 0s - loss: 29.4427 - mean_squared_error: 29.4427 - mean_absolute_error: 3.9686 Epoch 301/1000 404/404 [==============================] - 0s - loss: 29.2824 - mean_squared_error: 29.2824 - mean_absolute_error: 3.9276 Epoch 302/1000 404/404 [==============================] - 0s - loss: 28.8489 - mean_squared_error: 28.8489 - mean_absolute_error: 3.9096 Epoch 303/1000 404/404 [==============================] - 0s - loss: 29.6643 - mean_squared_error: 29.6643 - mean_absolute_error: 3.9419 Epoch 304/1000 404/404 [==============================] - 0s - loss: 28.9117 - mean_squared_error: 28.9117 - mean_absolute_error: 3.9299 Epoch 305/1000 404/404 [==============================] - 0s - loss: 28.8368 - mean_squared_error: 28.8368 - mean_absolute_error: 3.8958 Epoch 306/1000 404/404 [==============================] - 0s - loss: 29.3717 - mean_squared_error: 29.3717 - mean_absolute_error: 3.9214 Epoch 307/1000 404/404 [==============================] - 0s - loss: 29.5592 - mean_squared_error: 29.5592 - mean_absolute_error: 3.9770 Epoch 308/1000 404/404 [==============================] - 0s - loss: 28.7312 - mean_squared_error: 28.7312 - mean_absolute_error: 3.9033 Epoch 309/1000 404/404 [==============================] - 0s - loss: 28.9758 - mean_squared_error: 28.9758 - mean_absolute_error: 3.9213 Epoch 310/1000 404/404 [==============================] - 0s - loss: 28.6923 - mean_squared_error: 28.6923 - mean_absolute_error: 3.8983 Epoch 311/1000 404/404 [==============================] - 0s - loss: 28.4470 - mean_squared_error: 28.4470 - mean_absolute_error: 3.8687 Epoch 312/1000 404/404 [==============================] - 0s - loss: 28.9399 - mean_squared_error: 28.9399 - mean_absolute_error: 3.9072 Epoch 313/1000 404/404 [==============================] - 0s - loss: 28.6742 - mean_squared_error: 28.6742 - mean_absolute_error: 3.9164 Epoch 314/1000 404/404 [==============================] - 0s - loss: 28.9241 - mean_squared_error: 28.9241 - mean_absolute_error: 3.9540 Epoch 315/1000 404/404 [==============================] - 0s - loss: 28.7563 - mean_squared_error: 28.7563 - mean_absolute_error: 3.9128 Epoch 316/1000 404/404 [==============================] - 0s - loss: 28.4608 - mean_squared_error: 28.4608 - mean_absolute_error: 3.8269 Epoch 317/1000 404/404 [==============================] - 0s - loss: 29.5055 - mean_squared_error: 29.5055 - mean_absolute_error: 3.8632 Epoch 318/1000 404/404 [==============================] - 0s - loss: 29.3037 - mean_squared_error: 29.3037 - mean_absolute_error: 3.8864 Epoch 319/1000 404/404 [==============================] - 0s - loss: 29.1406 - mean_squared_error: 29.1406 - mean_absolute_error: 3.8558 Epoch 320/1000 404/404 [==============================] - 0s - loss: 28.4105 - mean_squared_error: 28.4105 - mean_absolute_error: 3.8625 Epoch 321/1000 404/404 [==============================] - 0s - loss: 28.9990 - mean_squared_error: 28.9990 - mean_absolute_error: 3.8910 Epoch 322/1000 404/404 [==============================] - 0s - loss: 28.4838 - mean_squared_error: 28.4838 - mean_absolute_error: 3.9279 Epoch 323/1000 404/404 [==============================] - 0s - loss: 28.9400 - mean_squared_error: 28.9400 - mean_absolute_error: 3.9007 Epoch 324/1000 404/404 [==============================] - 0s - loss: 29.1210 - mean_squared_error: 29.1210 - mean_absolute_error: 3.8566 Epoch 325/1000 404/404 [==============================] - 0s - loss: 28.8426 - mean_squared_error: 28.8426 - mean_absolute_error: 3.8851 Epoch 326/1000 404/404 [==============================] - 0s - loss: 28.4368 - mean_squared_error: 28.4368 - mean_absolute_error: 3.8553 Epoch 327/1000 404/404 [==============================] - 0s - loss: 28.9992 - mean_squared_error: 28.9992 - mean_absolute_error: 3.8588 Epoch 328/1000 404/404 [==============================] - 0s - loss: 29.0888 - mean_squared_error: 29.0888 - mean_absolute_error: 3.8573 Epoch 329/1000 404/404 [==============================] - 0s - loss: 28.8000 - mean_squared_error: 28.8000 - mean_absolute_error: 3.9154 Epoch 330/1000 404/404 [==============================] - 0s - loss: 29.1529 - mean_squared_error: 29.1529 - mean_absolute_error: 3.8444 Epoch 331/1000 404/404 [==============================] - 0s - loss: 28.4097 - mean_squared_error: 28.4097 - mean_absolute_error: 3.8432 Epoch 332/1000 404/404 [==============================] - 0s - loss: 27.6780 - mean_squared_error: 27.6780 - mean_absolute_error: 3.7799 Epoch 333/1000 404/404 [==============================] - 0s - loss: 28.5804 - mean_squared_error: 28.5804 - mean_absolute_error: 3.9195 Epoch 334/1000 404/404 [==============================] - 0s - loss: 28.3471 - mean_squared_error: 28.3471 - mean_absolute_error: 3.8445 Epoch 335/1000 404/404 [==============================] - 0s - loss: 28.3725 - mean_squared_error: 28.3725 - mean_absolute_error: 3.8780 Epoch 336/1000 404/404 [==============================] - 0s - loss: 28.1329 - mean_squared_error: 28.1329 - mean_absolute_error: 3.7496 Epoch 337/1000 404/404 [==============================] - 0s - loss: 29.0815 - mean_squared_error: 29.0815 - mean_absolute_error: 3.9072 Epoch 338/1000 404/404 [==============================] - 0s - loss: 29.1731 - mean_squared_error: 29.1731 - mean_absolute_error: 3.8923 Epoch 339/1000 404/404 [==============================] - 0s - loss: 28.9951 - mean_squared_error: 28.9951 - mean_absolute_error: 3.9120 Epoch 340/1000 404/404 [==============================] - 0s - loss: 28.7205 - mean_squared_error: 28.7205 - mean_absolute_error: 3.8507 Epoch 341/1000 404/404 [==============================] - 0s - loss: 28.7653 - mean_squared_error: 28.7653 - mean_absolute_error: 3.8921 Epoch 342/1000 404/404 [==============================] - 0s - loss: 28.5415 - mean_squared_error: 28.5415 - mean_absolute_error: 3.8377 Epoch 343/1000 404/404 [==============================] - 0s - loss: 28.3307 - mean_squared_error: 28.3307 - mean_absolute_error: 3.8840 Epoch 344/1000 404/404 [==============================] - 0s - loss: 28.4681 - mean_squared_error: 28.4681 - mean_absolute_error: 3.8880 Epoch 345/1000 404/404 [==============================] - 0s - loss: 28.4888 - mean_squared_error: 28.4888 - mean_absolute_error: 3.8525 Epoch 346/1000 404/404 [==============================] - 0s - loss: 28.7019 - mean_squared_error: 28.7019 - mean_absolute_error: 3.8716 Epoch 347/1000 404/404 [==============================] - 0s - loss: 28.2128 - mean_squared_error: 28.2128 - mean_absolute_error: 3.7521 Epoch 348/1000 404/404 [==============================] - 0s - loss: 28.3890 - mean_squared_error: 28.3890 - mean_absolute_error: 3.8277 Epoch 349/1000 404/404 [==============================] - 0s - loss: 28.1687 - mean_squared_error: 28.1687 - mean_absolute_error: 3.8675 Epoch 350/1000 404/404 [==============================] - 0s - loss: 28.5853 - mean_squared_error: 28.5853 - mean_absolute_error: 3.8572 Epoch 351/1000 404/404 [==============================] - 0s - loss: 28.6787 - mean_squared_error: 28.6787 - mean_absolute_error: 3.8287 Epoch 352/1000 404/404 [==============================] - 0s - loss: 28.1896 - mean_squared_error: 28.1896 - mean_absolute_error: 3.8390 Epoch 353/1000 404/404 [==============================] - 0s - loss: 28.9182 - mean_squared_error: 28.9182 - mean_absolute_error: 3.8586 Epoch 354/1000 404/404 [==============================] - 0s - loss: 28.3566 - mean_squared_error: 28.3566 - mean_absolute_error: 3.8103 Epoch 355/1000 404/404 [==============================] - 0s - loss: 28.1363 - mean_squared_error: 28.1363 - mean_absolute_error: 3.8198 Epoch 356/1000 404/404 [==============================] - 0s - loss: 28.6417 - mean_squared_error: 28.6417 - mean_absolute_error: 3.8346 Epoch 357/1000 404/404 [==============================] - 0s - loss: 28.3441 - mean_squared_error: 28.3441 - mean_absolute_error: 3.7711 Epoch 358/1000 404/404 [==============================] - 0s - loss: 28.7946 - mean_squared_error: 28.7946 - mean_absolute_error: 3.8531 Epoch 359/1000 404/404 [==============================] - 0s - loss: 28.1731 - mean_squared_error: 28.1731 - mean_absolute_error: 3.8776 Epoch 360/1000 404/404 [==============================] - 0s - loss: 28.0532 - mean_squared_error: 28.0532 - mean_absolute_error: 3.8162 Epoch 361/1000 404/404 [==============================] - 0s - loss: 28.3354 - mean_squared_error: 28.3354 - mean_absolute_error: 3.8361 Epoch 362/1000 404/404 [==============================] - 0s - loss: 27.8645 - mean_squared_error: 27.8645 - mean_absolute_error: 3.8390 Epoch 363/1000 404/404 [==============================] - 0s - loss: 28.4982 - mean_squared_error: 28.4982 - mean_absolute_error: 3.8435 Epoch 364/1000 404/404 [==============================] - 0s - loss: 28.3218 - mean_squared_error: 28.3218 - mean_absolute_error: 3.8428 Epoch 365/1000 404/404 [==============================] - 0s - loss: 28.1410 - mean_squared_error: 28.1410 - mean_absolute_error: 3.8420 Epoch 366/1000 404/404 [==============================] - 0s - loss: 28.1742 - mean_squared_error: 28.1742 - mean_absolute_error: 3.8458 Epoch 367/1000 404/404 [==============================] - 0s - loss: 27.8858 - mean_squared_error: 27.8858 - mean_absolute_error: 3.7892 Epoch 368/1000 404/404 [==============================] - 0s - loss: 28.3704 - mean_squared_error: 28.3704 - mean_absolute_error: 3.7700 Epoch 369/1000 404/404 [==============================] - 0s - loss: 27.7124 - mean_squared_error: 27.7124 - mean_absolute_error: 3.8076 Epoch 370/1000 404/404 [==============================] - 0s - loss: 28.4207 - mean_squared_error: 28.4207 - mean_absolute_error: 3.8578 Epoch 371/1000 404/404 [==============================] - 0s - loss: 28.4007 - mean_squared_error: 28.4007 - mean_absolute_error: 3.8023 Epoch 372/1000 404/404 [==============================] - 0s - loss: 27.6527 - mean_squared_error: 27.6527 - mean_absolute_error: 3.6975 Epoch 373/1000 404/404 [==============================] - 0s - loss: 28.2888 - mean_squared_error: 28.2888 - mean_absolute_error: 3.8156 Epoch 374/1000 404/404 [==============================] - 0s - loss: 28.2350 - mean_squared_error: 28.2350 - mean_absolute_error: 3.8107 Epoch 375/1000 404/404 [==============================] - 0s - loss: 28.7238 - mean_squared_error: 28.7238 - mean_absolute_error: 3.8217 Epoch 376/1000 404/404 [==============================] - 0s - loss: 28.1029 - mean_squared_error: 28.1029 - mean_absolute_error: 3.8069 Epoch 377/1000 404/404 [==============================] - 0s - loss: 27.9505 - mean_squared_error: 27.9505 - mean_absolute_error: 3.7622 Epoch 378/1000 404/404 [==============================] - 0s - loss: 28.2424 - mean_squared_error: 28.2424 - mean_absolute_error: 3.7745 Epoch 379/1000 404/404 [==============================] - 0s - loss: 28.5542 - mean_squared_error: 28.5542 - mean_absolute_error: 3.8384 Epoch 380/1000 404/404 [==============================] - 0s - loss: 28.2649 - mean_squared_error: 28.2649 - mean_absolute_error: 3.7879 TA: 0s - loss: 27.9002 - mean_squared_error: 27.9002 - mean_absolute_error: 3. Epoch 381/1000 404/404 [==============================] - 0s - loss: 28.3246 - mean_squared_error: 28.3246 - mean_absolute_error: 3.7958 Epoch 382/1000 404/404 [==============================] - 0s - loss: 27.7210 - mean_squared_error: 27.7210 - mean_absolute_error: 3.8681 Epoch 383/1000 404/404 [==============================] - 0s - loss: 27.8906 - mean_squared_error: 27.8906 - mean_absolute_error: 3.7547 Epoch 384/1000 404/404 [==============================] - 0s - loss: 27.9118 - mean_squared_error: 27.9118 - mean_absolute_error: 3.8139 Epoch 385/1000 404/404 [==============================] - 0s - loss: 28.0892 - mean_squared_error: 28.0892 - mean_absolute_error: 3.7951 Epoch 386/1000 404/404 [==============================] - 0s - loss: 28.5944 - mean_squared_error: 28.5944 - mean_absolute_error: 3.7799 Epoch 387/1000 404/404 [==============================] - 0s - loss: 28.0858 - mean_squared_error: 28.0858 - mean_absolute_error: 3.7537 Epoch 388/1000 404/404 [==============================] - 0s - loss: 27.6490 - mean_squared_error: 27.6490 - mean_absolute_error: 3.7229 Epoch 389/1000 404/404 [==============================] - 0s - loss: 27.9195 - mean_squared_error: 27.9195 - mean_absolute_error: 3.8571 Epoch 390/1000 404/404 [==============================] - 0s - loss: 27.8629 - mean_squared_error: 27.8629 - mean_absolute_error: 3.8082 Epoch 391/1000 404/404 [==============================] - 0s - loss: 28.5781 - mean_squared_error: 28.5781 - mean_absolute_error: 3.7588 Epoch 392/1000 404/404 [==============================] - 0s - loss: 27.3714 - mean_squared_error: 27.3714 - mean_absolute_error: 3.7555 Epoch 393/1000 404/404 [==============================] - 0s - loss: 27.7322 - mean_squared_error: 27.7322 - mean_absolute_error: 3.7103 Epoch 394/1000 404/404 [==============================] - 0s - loss: 27.7581 - mean_squared_error: 27.7581 - mean_absolute_error: 3.7487 Epoch 395/1000 404/404 [==============================] - 0s - loss: 28.1825 - mean_squared_error: 28.1825 - mean_absolute_error: 3.8041 Epoch 396/1000 404/404 [==============================] - 0s - loss: 28.2635 - mean_squared_error: 28.2635 - mean_absolute_error: 3.7859 Epoch 397/1000 404/404 [==============================] - 0s - loss: 28.2264 - mean_squared_error: 28.2264 - mean_absolute_error: 3.7894 Epoch 398/1000 404/404 [==============================] - 0s - loss: 27.7381 - mean_squared_error: 27.7381 - mean_absolute_error: 3.7267 Epoch 399/1000 404/404 [==============================] - 0s - loss: 27.9373 - mean_squared_error: 27.9373 - mean_absolute_error: 3.7170 Epoch 400/1000 404/404 [==============================] - 0s - loss: 27.5238 - mean_squared_error: 27.5238 - mean_absolute_error: 3.7763 Epoch 401/1000 404/404 [==============================] - 0s - loss: 28.0595 - mean_squared_error: 28.0595 - mean_absolute_error: 3.7484 Epoch 402/1000 404/404 [==============================] - 0s - loss: 27.7963 - mean_squared_error: 27.7963 - mean_absolute_error: 3.7080 Epoch 403/1000 404/404 [==============================] - 0s - loss: 27.4456 - mean_squared_error: 27.4456 - mean_absolute_error: 3.7400 Epoch 404/1000 404/404 [==============================] - 0s - loss: 27.6518 - mean_squared_error: 27.6518 - mean_absolute_error: 3.7444 Epoch 405/1000 404/404 [==============================] - 0s - loss: 27.5728 - mean_squared_error: 27.5728 - mean_absolute_error: 3.7184 Epoch 406/1000 404/404 [==============================] - 0s - loss: 27.6486 - mean_squared_error: 27.6486 - mean_absolute_error: 3.7862 Epoch 407/1000 404/404 [==============================] - 0s - loss: 27.6236 - mean_squared_error: 27.6236 - mean_absolute_error: 3.7398 Epoch 408/1000 404/404 [==============================] - 0s - loss: 27.7299 - mean_squared_error: 27.7299 - mean_absolute_error: 3.7464 Epoch 409/1000 404/404 [==============================] - 0s - loss: 27.9872 - mean_squared_error: 27.9872 - mean_absolute_error: 3.8133 Epoch 410/1000 404/404 [==============================] - 0s - loss: 27.8863 - mean_squared_error: 27.8863 - mean_absolute_error: 3.7289 Epoch 411/1000 404/404 [==============================] - 0s - loss: 27.8857 - mean_squared_error: 27.8857 - mean_absolute_error: 3.7446 Epoch 412/1000 404/404 [==============================] - 0s - loss: 27.8594 - mean_squared_error: 27.8594 - mean_absolute_error: 3.7938 Epoch 413/1000 404/404 [==============================] - 0s - loss: 27.3249 - mean_squared_error: 27.3249 - mean_absolute_error: 3.7162 Epoch 414/1000 404/404 [==============================] - 0s - loss: 27.6870 - mean_squared_error: 27.6870 - mean_absolute_error: 3.8126 Epoch 415/1000 404/404 [==============================] - 0s - loss: 28.0136 - mean_squared_error: 28.0136 - mean_absolute_error: 3.8062 Epoch 416/1000 404/404 [==============================] - 0s - loss: 27.6002 - mean_squared_error: 27.6002 - mean_absolute_error: 3.7786 Epoch 417/1000 404/404 [==============================] - 0s - loss: 27.1198 - mean_squared_error: 27.1198 - mean_absolute_error: 3.7661 Epoch 418/1000 404/404 [==============================] - 0s - loss: 27.3092 - mean_squared_error: 27.3092 - mean_absolute_error: 3.7184 Epoch 419/1000 404/404 [==============================] - 0s - loss: 27.7532 - mean_squared_error: 27.7532 - mean_absolute_error: 3.7279 Epoch 420/1000 404/404 [==============================] - 0s - loss: 27.1082 - mean_squared_error: 27.1082 - mean_absolute_error: 3.6729 Epoch 421/1000 404/404 [==============================] - 0s - loss: 27.0753 - mean_squared_error: 27.0753 - mean_absolute_error: 3.7439 Epoch 422/1000 404/404 [==============================] - 0s - loss: 27.0605 - mean_squared_error: 27.0605 - mean_absolute_error: 3.7253 Epoch 423/1000 404/404 [==============================] - 0s - loss: 27.5331 - mean_squared_error: 27.5331 - mean_absolute_error: 3.7202 Epoch 424/1000 404/404 [==============================] - 0s - loss: 27.5328 - mean_squared_error: 27.5328 - mean_absolute_error: 3.7411 Epoch 425/1000 404/404 [==============================] - 0s - loss: 27.4305 - mean_squared_error: 27.4305 - mean_absolute_error: 3.7069 Epoch 426/1000 404/404 [==============================] - 0s - loss: 27.6536 - mean_squared_error: 27.6536 - mean_absolute_error: 3.7312 Epoch 427/1000 404/404 [==============================] - 0s - loss: 27.4051 - mean_squared_error: 27.4051 - mean_absolute_error: 3.7394 Epoch 428/1000 404/404 [==============================] - 0s - loss: 27.6112 - mean_squared_error: 27.6112 - mean_absolute_error: 3.7796 Epoch 429/1000 404/404 [==============================] - 0s - loss: 27.7371 - mean_squared_error: 27.7371 - mean_absolute_error: 3.7653 Epoch 430/1000 404/404 [==============================] - 0s - loss: 27.2256 - mean_squared_error: 27.2256 - mean_absolute_error: 3.7129 Epoch 431/1000 404/404 [==============================] - 0s - loss: 27.8105 - mean_squared_error: 27.8105 - mean_absolute_error: 3.7317 Epoch 432/1000 404/404 [==============================] - 0s - loss: 27.1417 - mean_squared_error: 27.1417 - mean_absolute_error: 3.7233 Epoch 433/1000 404/404 [==============================] - 0s - loss: 27.7794 - mean_squared_error: 27.7794 - mean_absolute_error: 3.7040 Epoch 434/1000 404/404 [==============================] - 0s - loss: 27.6063 - mean_squared_error: 27.6063 - mean_absolute_error: 3.7449 Epoch 435/1000 404/404 [==============================] - 0s - loss: 27.2803 - mean_squared_error: 27.2803 - mean_absolute_error: 3.7448 Epoch 436/1000 404/404 [==============================] - 0s - loss: 27.4011 - mean_squared_error: 27.4011 - mean_absolute_error: 3.7425 Epoch 437/1000 404/404 [==============================] - 0s - loss: 27.3501 - mean_squared_error: 27.3501 - mean_absolute_error: 3.7152 Epoch 438/1000 404/404 [==============================] - 0s - loss: 27.2150 - mean_squared_error: 27.2150 - mean_absolute_error: 3.7025 Epoch 439/1000 404/404 [==============================] - 0s - loss: 27.4046 - mean_squared_error: 27.4046 - mean_absolute_error: 3.8242 Epoch 440/1000 404/404 [==============================] - 0s - loss: 27.4903 - mean_squared_error: 27.4903 - mean_absolute_error: 3.6850 Epoch 441/1000 404/404 [==============================] - 0s - loss: 27.2421 - mean_squared_error: 27.2421 - mean_absolute_error: 3.7404 Epoch 442/1000 404/404 [==============================] - 0s - loss: 27.8710 - mean_squared_error: 27.8710 - mean_absolute_error: 3.7185 Epoch 443/1000 404/404 [==============================] - 0s - loss: 27.4218 - mean_squared_error: 27.4218 - mean_absolute_error: 3.7212 Epoch 444/1000 404/404 [==============================] - 0s - loss: 27.5831 - mean_squared_error: 27.5831 - mean_absolute_error: 3.7149 Epoch 445/1000 404/404 [==============================] - 0s - loss: 27.3250 - mean_squared_error: 27.3250 - mean_absolute_error: 3.7121 Epoch 446/1000 404/404 [==============================] - 0s - loss: 27.4570 - mean_squared_error: 27.4570 - mean_absolute_error: 3.6940 Epoch 447/1000 404/404 [==============================] - 0s - loss: 27.4783 - mean_squared_error: 27.4783 - mean_absolute_error: 3.7583 Epoch 448/1000 404/404 [==============================] - 0s - loss: 27.7062 - mean_squared_error: 27.7062 - mean_absolute_error: 3.7461 Epoch 449/1000 404/404 [==============================] - 0s - loss: 27.2111 - mean_squared_error: 27.2111 - mean_absolute_error: 3.7066 Epoch 450/1000 404/404 [==============================] - 0s - loss: 27.1930 - mean_squared_error: 27.1930 - mean_absolute_error: 3.7482 Epoch 451/1000 404/404 [==============================] - 0s - loss: 27.2040 - mean_squared_error: 27.2040 - mean_absolute_error: 3.6858 Epoch 452/1000 404/404 [==============================] - 0s - loss: 27.2352 - mean_squared_error: 27.2352 - mean_absolute_error: 3.6755 Epoch 453/1000 404/404 [==============================] - 0s - loss: 27.7047 - mean_squared_error: 27.7047 - mean_absolute_error: 3.7270 Epoch 454/1000 404/404 [==============================] - 0s - loss: 28.0015 - mean_squared_error: 28.0015 - mean_absolute_error: 3.7081 Epoch 455/1000 404/404 [==============================] - 0s - loss: 26.9973 - mean_squared_error: 26.9973 - mean_absolute_error: 3.7750 Epoch 456/1000 404/404 [==============================] - 0s - loss: 26.9960 - mean_squared_error: 26.9960 - mean_absolute_error: 3.6745 Epoch 457/1000 404/404 [==============================] - 0s - loss: 27.3849 - mean_squared_error: 27.3849 - mean_absolute_error: 3.7622 Epoch 458/1000 404/404 [==============================] - 0s - loss: 27.2683 - mean_squared_error: 27.2683 - mean_absolute_error: 3.6721 Epoch 459/1000 404/404 [==============================] - 0s - loss: 27.2114 - mean_squared_error: 27.2114 - mean_absolute_error: 3.6667 Epoch 460/1000 404/404 [==============================] - 0s - loss: 27.5142 - mean_squared_error: 27.5142 - mean_absolute_error: 3.7026 Epoch 461/1000 404/404 [==============================] - 0s - loss: 27.1200 - mean_squared_error: 27.1200 - mean_absolute_error: 3.7357 Epoch 462/1000 404/404 [==============================] - 0s - loss: 27.6302 - mean_squared_error: 27.6302 - mean_absolute_error: 3.7008 Epoch 463/1000 404/404 [==============================] - 0s - loss: 27.4279 - mean_squared_error: 27.4279 - mean_absolute_error: 3.6616 Epoch 464/1000 404/404 [==============================] - 0s - loss: 27.4235 - mean_squared_error: 27.4235 - mean_absolute_error: 3.7206 Epoch 465/1000 404/404 [==============================] - 0s - loss: 27.4466 - mean_squared_error: 27.4466 - mean_absolute_error: 3.7390 Epoch 466/1000 404/404 [==============================] - 0s - loss: 27.3145 - mean_squared_error: 27.3145 - mean_absolute_error: 3.7190 Epoch 467/1000 404/404 [==============================] - 0s - loss: 26.3394 - mean_squared_error: 26.3394 - mean_absolute_error: 3.6095 Epoch 468/1000 404/404 [==============================] - 0s - loss: 27.0824 - mean_squared_error: 27.0824 - mean_absolute_error: 3.6879 Epoch 469/1000 404/404 [==============================] - 0s - loss: 27.0506 - mean_squared_error: 27.0506 - mean_absolute_error: 3.7186 Epoch 470/1000 404/404 [==============================] - 0s - loss: 27.4088 - mean_squared_error: 27.4088 - mean_absolute_error: 3.6507 Epoch 471/1000 404/404 [==============================] - 0s - loss: 27.1936 - mean_squared_error: 27.1936 - mean_absolute_error: 3.7009 Epoch 472/1000 404/404 [==============================] - 0s - loss: 26.0524 - mean_squared_error: 26.0524 - mean_absolute_error: 3.6635 Epoch 473/1000 404/404 [==============================] - 0s - loss: 27.3046 - mean_squared_error: 27.3046 - mean_absolute_error: 3.7002 Epoch 474/1000 404/404 [==============================] - 0s - loss: 26.8543 - mean_squared_error: 26.8543 - mean_absolute_error: 3.5914 Epoch 475/1000 404/404 [==============================] - 0s - loss: 26.7359 - mean_squared_error: 26.7359 - mean_absolute_error: 3.6059 Epoch 476/1000 404/404 [==============================] - 0s - loss: 27.3623 - mean_squared_error: 27.3623 - mean_absolute_error: 3.6535 Epoch 477/1000 404/404 [==============================] - 0s - loss: 27.6419 - mean_squared_error: 27.6419 - mean_absolute_error: 3.6652 Epoch 478/1000 404/404 [==============================] - 0s - loss: 27.0715 - mean_squared_error: 27.0715 - mean_absolute_error: 3.5769 Epoch 479/1000 404/404 [==============================] - 0s - loss: 27.2977 - mean_squared_error: 27.2977 - mean_absolute_error: 3.6739 Epoch 480/1000 404/404 [==============================] - 0s - loss: 27.4997 - mean_squared_error: 27.4997 - mean_absolute_error: 3.7367 Epoch 481/1000 404/404 [==============================] - 0s - loss: 27.2462 - mean_squared_error: 27.2462 - mean_absolute_error: 3.7689 Epoch 482/1000 404/404 [==============================] - 0s - loss: 26.8171 - mean_squared_error: 26.8171 - mean_absolute_error: 3.7205 Epoch 483/1000 404/404 [==============================] - 0s - loss: 26.0419 - mean_squared_error: 26.0419 - mean_absolute_error: 3.6209 Epoch 484/1000 404/404 [==============================] - 0s - loss: 27.3257 - mean_squared_error: 27.3257 - mean_absolute_error: 3.7017 Epoch 485/1000 404/404 [==============================] - 0s - loss: 27.4488 - mean_squared_error: 27.4488 - mean_absolute_error: 3.7568 Epoch 486/1000 404/404 [==============================] - 0s - loss: 26.8090 - mean_squared_error: 26.8090 - mean_absolute_error: 3.6236 Epoch 487/1000 404/404 [==============================] - 0s - loss: 26.8929 - mean_squared_error: 26.8929 - mean_absolute_error: 3.6520 Epoch 488/1000 404/404 [==============================] - 0s - loss: 26.9731 - mean_squared_error: 26.9731 - mean_absolute_error: 3.7227 Epoch 489/1000 404/404 [==============================] - 0s - loss: 27.3943 - mean_squared_error: 27.3943 - mean_absolute_error: 3.6302 Epoch 490/1000 404/404 [==============================] - 0s - loss: 26.8306 - mean_squared_error: 26.8306 - mean_absolute_error: 3.7046 Epoch 491/1000 404/404 [==============================] - 0s - loss: 27.2071 - mean_squared_error: 27.2071 - mean_absolute_error: 3.7352 Epoch 492/1000 404/404 [==============================] - 0s - loss: 26.8506 - mean_squared_error: 26.8506 - mean_absolute_error: 3.6862 Epoch 493/1000 404/404 [==============================] - 0s - loss: 26.5718 - mean_squared_error: 26.5718 - mean_absolute_error: 3.6739 Epoch 494/1000 404/404 [==============================] - 0s - loss: 27.4198 - mean_squared_error: 27.4198 - mean_absolute_error: 3.6608 Epoch 495/1000 404/404 [==============================] - 0s - loss: 27.4000 - mean_squared_error: 27.4000 - mean_absolute_error: 3.6722 Epoch 496/1000 404/404 [==============================] - 0s - loss: 27.2016 - mean_squared_error: 27.2016 - mean_absolute_error: 3.6370 Epoch 497/1000 404/404 [==============================] - 0s - loss: 27.1350 - mean_squared_error: 27.1350 - mean_absolute_error: 3.6865 Epoch 498/1000 404/404 [==============================] - 0s - loss: 27.0539 - mean_squared_error: 27.0539 - mean_absolute_error: 3.6183 Epoch 499/1000 404/404 [==============================] - 0s - loss: 27.0560 - mean_squared_error: 27.0560 - mean_absolute_error: 3.6305 Epoch 500/1000 404/404 [==============================] - 0s - loss: 27.1319 - mean_squared_error: 27.1319 - mean_absolute_error: 3.6614 Epoch 501/1000 404/404 [==============================] - 0s - loss: 27.0065 - mean_squared_error: 27.0065 - mean_absolute_error: 3.6819 Epoch 502/1000 404/404 [==============================] - 0s - loss: 26.5378 - mean_squared_error: 26.5378 - mean_absolute_error: 3.6906 Epoch 503/1000 404/404 [==============================] - 0s - loss: 26.5008 - mean_squared_error: 26.5008 - mean_absolute_error: 3.7006 Epoch 504/1000 404/404 [==============================] - 0s - loss: 26.6310 - mean_squared_error: 26.6310 - mean_absolute_error: 3.6643 Epoch 505/1000 404/404 [==============================] - 0s - loss: 27.1249 - mean_squared_error: 27.1249 - mean_absolute_error: 3.7041 Epoch 506/1000 404/404 [==============================] - 0s - loss: 27.1976 - mean_squared_error: 27.1976 - mean_absolute_error: 3.6495 Epoch 507/1000 404/404 [==============================] - 0s - loss: 26.6842 - mean_squared_error: 26.6842 - mean_absolute_error: 3.6366 Epoch 508/1000 404/404 [==============================] - 0s - loss: 27.0715 - mean_squared_error: 27.0715 - mean_absolute_error: 3.6580 Epoch 509/1000 404/404 [==============================] - 0s - loss: 27.1140 - mean_squared_error: 27.1140 - mean_absolute_error: 3.6407 Epoch 510/1000 404/404 [==============================] - 0s - loss: 27.2033 - mean_squared_error: 27.2033 - mean_absolute_error: 3.6611 Epoch 511/1000 404/404 [==============================] - 0s - loss: 26.9080 - mean_squared_error: 26.9080 - mean_absolute_error: 3.6388 Epoch 512/1000 404/404 [==============================] - 0s - loss: 26.9470 - mean_squared_error: 26.9470 - mean_absolute_error: 3.6729 Epoch 513/1000 404/404 [==============================] - 0s - loss: 27.1941 - mean_squared_error: 27.1941 - mean_absolute_error: 3.6607 Epoch 514/1000 404/404 [==============================] - 0s - loss: 26.7761 - mean_squared_error: 26.7761 - mean_absolute_error: 3.6538 Epoch 515/1000 404/404 [==============================] - 0s - loss: 27.2995 - mean_squared_error: 27.2995 - mean_absolute_error: 3.7073 Epoch 516/1000 404/404 [==============================] - 0s - loss: 27.3346 - mean_squared_error: 27.3346 - mean_absolute_error: 3.6398 Epoch 517/1000 404/404 [==============================] - 0s - loss: 27.0329 - mean_squared_error: 27.0329 - mean_absolute_error: 3.6508 Epoch 518/1000 404/404 [==============================] - 0s - loss: 26.4052 - mean_squared_error: 26.4052 - mean_absolute_error: 3.6487 Epoch 519/1000 404/404 [==============================] - 0s - loss: 26.9672 - mean_squared_error: 26.9672 - mean_absolute_error: 3.6876 Epoch 520/1000 404/404 [==============================] - 0s - loss: 27.4484 - mean_squared_error: 27.4484 - mean_absolute_error: 3.7168 Epoch 521/1000 404/404 [==============================] - 0s - loss: 26.8406 - mean_squared_error: 26.8406 - mean_absolute_error: 3.6719 Epoch 522/1000 404/404 [==============================] - 0s - loss: 27.2660 - mean_squared_error: 27.2660 - mean_absolute_error: 3.6417 Epoch 523/1000 404/404 [==============================] - 0s - loss: 26.7802 - mean_squared_error: 26.7802 - mean_absolute_error: 3.5617 Epoch 524/1000 404/404 [==============================] - 0s - loss: 26.9951 - mean_squared_error: 26.9951 - mean_absolute_error: 3.6493 Epoch 525/1000 404/404 [==============================] - 0s - loss: 27.2709 - mean_squared_error: 27.2709 - mean_absolute_error: 3.6645 Epoch 526/1000 404/404 [==============================] - 0s - loss: 27.1170 - mean_squared_error: 27.1170 - mean_absolute_error: 3.6516 Epoch 527/1000 404/404 [==============================] - 0s - loss: 27.4373 - mean_squared_error: 27.4373 - mean_absolute_error: 3.6682 Epoch 528/1000 404/404 [==============================] - 0s - loss: 26.8083 - mean_squared_error: 26.8083 - mean_absolute_error: 3.6314 Epoch 529/1000 404/404 [==============================] - 0s - loss: 26.6062 - mean_squared_error: 26.6062 - mean_absolute_error: 3.6600 Epoch 530/1000 404/404 [==============================] - 0s - loss: 26.7764 - mean_squared_error: 26.7764 - mean_absolute_error: 3.6504 Epoch 531/1000 404/404 [==============================] - 0s - loss: 26.8652 - mean_squared_error: 26.8652 - mean_absolute_error: 3.6591 Epoch 532/1000 404/404 [==============================] - 0s - loss: 27.0478 - mean_squared_error: 27.0478 - mean_absolute_error: 3.6570 Epoch 533/1000 404/404 [==============================] - 0s - loss: 26.9664 - mean_squared_error: 26.9664 - mean_absolute_error: 3.6484 Epoch 534/1000 404/404 [==============================] - 0s - loss: 26.6649 - mean_squared_error: 26.6649 - mean_absolute_error: 3.6609 Epoch 535/1000 404/404 [==============================] - 0s - loss: 27.1489 - mean_squared_error: 27.1489 - mean_absolute_error: 3.6371 Epoch 536/1000 404/404 [==============================] - 0s - loss: 26.7809 - mean_squared_error: 26.7809 - mean_absolute_error: 3.6045 Epoch 537/1000 404/404 [==============================] - 0s - loss: 27.1219 - mean_squared_error: 27.1219 - mean_absolute_error: 3.6231 Epoch 538/1000 404/404 [==============================] - 0s - loss: 26.7484 - mean_squared_error: 26.7484 - mean_absolute_error: 3.5957 Epoch 539/1000 404/404 [==============================] - 0s - loss: 26.6569 - mean_squared_error: 26.6569 - mean_absolute_error: 3.6225 Epoch 540/1000 404/404 [==============================] - 0s - loss: 27.2156 - mean_squared_error: 27.2156 - mean_absolute_error: 3.6206 Epoch 541/1000 404/404 [==============================] - 0s - loss: 26.5331 - mean_squared_error: 26.5331 - mean_absolute_error: 3.6855 Epoch 542/1000 404/404 [==============================] - 0s - loss: 26.9429 - mean_squared_error: 26.9429 - mean_absolute_error: 3.6521 Epoch 543/1000 404/404 [==============================] - 0s - loss: 26.4693 - mean_squared_error: 26.4693 - mean_absolute_error: 3.5870 Epoch 544/1000 404/404 [==============================] - 0s - loss: 26.2743 - mean_squared_error: 26.2743 - mean_absolute_error: 3.6366 Epoch 545/1000 404/404 [==============================] - 0s - loss: 27.0682 - mean_squared_error: 27.0682 - mean_absolute_error: 3.6651 Epoch 546/1000 404/404 [==============================] - 0s - loss: 26.4519 - mean_squared_error: 26.4519 - mean_absolute_error: 3.6355 Epoch 547/1000 404/404 [==============================] - 0s - loss: 26.6638 - mean_squared_error: 26.6638 - mean_absolute_error: 3.6598 Epoch 548/1000 404/404 [==============================] - 0s - loss: 26.7772 - mean_squared_error: 26.7772 - mean_absolute_error: 3.6609 Epoch 549/1000 404/404 [==============================] - 0s - loss: 26.7844 - mean_squared_error: 26.7844 - mean_absolute_error: 3.6338 Epoch 550/1000 404/404 [==============================] - 0s - loss: 26.4950 - mean_squared_error: 26.4950 - mean_absolute_error: 3.6770 Epoch 551/1000 404/404 [==============================] - 0s - loss: 26.7501 - mean_squared_error: 26.7501 - mean_absolute_error: 3.6526 Epoch 552/1000 404/404 [==============================] - 0s - loss: 26.9401 - mean_squared_error: 26.9401 - mean_absolute_error: 3.6112 Epoch 553/1000 404/404 [==============================] - 0s - loss: 27.0204 - mean_squared_error: 27.0204 - mean_absolute_error: 3.6492 Epoch 554/1000 404/404 [==============================] - 0s - loss: 26.8187 - mean_squared_error: 26.8187 - mean_absolute_error: 3.6371 Epoch 555/1000 404/404 [==============================] - 0s - loss: 27.0976 - mean_squared_error: 27.0976 - mean_absolute_error: 3.6547 Epoch 556/1000 404/404 [==============================] - 0s - loss: 26.8385 - mean_squared_error: 26.8385 - mean_absolute_error: 3.6228 Epoch 557/1000 404/404 [==============================] - 0s - loss: 26.6412 - mean_squared_error: 26.6412 - mean_absolute_error: 3.6481 Epoch 558/1000 404/404 [==============================] - 0s - loss: 26.5785 - mean_squared_error: 26.5785 - mean_absolute_error: 3.6162 Epoch 559/1000 404/404 [==============================] - 0s - loss: 26.6751 - mean_squared_error: 26.6751 - mean_absolute_error: 3.6801 Epoch 560/1000 404/404 [==============================] - 0s - loss: 26.4760 - mean_squared_error: 26.4760 - mean_absolute_error: 3.6440 Epoch 561/1000 404/404 [==============================] - 0s - loss: 26.5989 - mean_squared_error: 26.5989 - mean_absolute_error: 3.5346 Epoch 562/1000 404/404 [==============================] - 0s - loss: 26.8454 - mean_squared_error: 26.8454 - mean_absolute_error: 3.6122 Epoch 563/1000 404/404 [==============================] - 0s - loss: 27.1100 - mean_squared_error: 27.1100 - mean_absolute_error: 3.6458 Epoch 564/1000 404/404 [==============================] - 0s - loss: 26.1426 - mean_squared_error: 26.1426 - mean_absolute_error: 3.6281 Epoch 565/1000 404/404 [==============================] - 0s - loss: 26.3392 - mean_squared_error: 26.3392 - mean_absolute_error: 3.6061 Epoch 566/1000 404/404 [==============================] - 0s - loss: 26.5898 - mean_squared_error: 26.5898 - mean_absolute_error: 3.5792 Epoch 567/1000 404/404 [==============================] - 0s - loss: 26.9107 - mean_squared_error: 26.9107 - mean_absolute_error: 3.6890 Epoch 568/1000 404/404 [==============================] - 0s - loss: 26.3682 - mean_squared_error: 26.3682 - mean_absolute_error: 3.5688 Epoch 569/1000 404/404 [==============================] - 0s - loss: 26.1849 - mean_squared_error: 26.1849 - mean_absolute_error: 3.6035 Epoch 570/1000 404/404 [==============================] - 0s - loss: 26.9463 - mean_squared_error: 26.9463 - mean_absolute_error: 3.6237 Epoch 571/1000 404/404 [==============================] - 0s - loss: 26.7520 - mean_squared_error: 26.7520 - mean_absolute_error: 3.5561 Epoch 572/1000 404/404 [==============================] - 0s - loss: 26.6313 - mean_squared_error: 26.6313 - mean_absolute_error: 3.6609 Epoch 573/1000 404/404 [==============================] - 0s - loss: 26.6308 - mean_squared_error: 26.6308 - mean_absolute_error: 3.5941 Epoch 574/1000 404/404 [==============================] - 0s - loss: 27.0706 - mean_squared_error: 27.0706 - mean_absolute_error: 3.6567 Epoch 575/1000 404/404 [==============================] - 0s - loss: 26.7877 - mean_squared_error: 26.7877 - mean_absolute_error: 3.6224 Epoch 576/1000 404/404 [==============================] - 0s - loss: 26.8356 - mean_squared_error: 26.8356 - mean_absolute_error: 3.6316 Epoch 577/1000 404/404 [==============================] - 0s - loss: 26.2840 - mean_squared_error: 26.2840 - mean_absolute_error: 3.6060 Epoch 578/1000 404/404 [==============================] - 0s - loss: 26.3937 - mean_squared_error: 26.3937 - mean_absolute_error: 3.6165 Epoch 579/1000 404/404 [==============================] - 0s - loss: 26.4603 - mean_squared_error: 26.4603 - mean_absolute_error: 3.6383 Epoch 580/1000 404/404 [==============================] - 0s - loss: 26.7247 - mean_squared_error: 26.7247 - mean_absolute_error: 3.6033 Epoch 581/1000 404/404 [==============================] - 0s - loss: 26.3968 - mean_squared_error: 26.3968 - mean_absolute_error: 3.5715 Epoch 582/1000 404/404 [==============================] - 0s - loss: 26.7973 - mean_squared_error: 26.7973 - mean_absolute_error: 3.6318 Epoch 583/1000 404/404 [==============================] - 0s - loss: 26.9217 - mean_squared_error: 26.9217 - mean_absolute_error: 3.6079 Epoch 584/1000 404/404 [==============================] - 0s - loss: 27.2592 - mean_squared_error: 27.2592 - mean_absolute_error: 3.6448 Epoch 585/1000 404/404 [==============================] - 0s - loss: 26.3652 - mean_squared_error: 26.3652 - mean_absolute_error: 3.5925 Epoch 586/1000 404/404 [==============================] - 0s - loss: 26.8062 - mean_squared_error: 26.8062 - mean_absolute_error: 3.6070 Epoch 587/1000 404/404 [==============================] - 0s - loss: 26.5498 - mean_squared_error: 26.5498 - mean_absolute_error: 3.6100 Epoch 588/1000 404/404 [==============================] - 0s - loss: 26.7137 - mean_squared_error: 26.7137 - mean_absolute_error: 3.5675 Epoch 589/1000 404/404 [==============================] - 0s - loss: 26.8590 - mean_squared_error: 26.8590 - mean_absolute_error: 3.6051 Epoch 590/1000 404/404 [==============================] - 0s - loss: 26.5262 - mean_squared_error: 26.5262 - mean_absolute_error: 3.5516 Epoch 591/1000 404/404 [==============================] - 0s - loss: 26.9415 - mean_squared_error: 26.9415 - mean_absolute_error: 3.6152 Epoch 592/1000 404/404 [==============================] - 0s - loss: 26.8174 - mean_squared_error: 26.8174 - mean_absolute_error: 3.6137 Epoch 593/1000 404/404 [==============================] - 0s - loss: 26.3604 - mean_squared_error: 26.3604 - mean_absolute_error: 3.5952 Epoch 594/1000 404/404 [==============================] - 0s - loss: 26.8995 - mean_squared_error: 26.8995 - mean_absolute_error: 3.6084 Epoch 595/1000 404/404 [==============================] - 0s - loss: 26.7967 - mean_squared_error: 26.7967 - mean_absolute_error: 3.6716 Epoch 596/1000 404/404 [==============================] - 0s - loss: 26.9914 - mean_squared_error: 26.9914 - mean_absolute_error: 3.6303 Epoch 597/1000 404/404 [==============================] - 0s - loss: 26.1741 - mean_squared_error: 26.1741 - mean_absolute_error: 3.5175 Epoch 598/1000 404/404 [==============================] - 0s - loss: 25.6377 - mean_squared_error: 25.6377 - mean_absolute_error: 3.5928 Epoch 599/1000 404/404 [==============================] - 0s - loss: 26.5522 - mean_squared_error: 26.5522 - mean_absolute_error: 3.5895 Epoch 600/1000 404/404 [==============================] - 0s - loss: 26.8224 - mean_squared_error: 26.8224 - mean_absolute_error: 3.6097 Epoch 601/1000 404/404 [==============================] - 0s - loss: 26.4852 - mean_squared_error: 26.4852 - mean_absolute_error: 3.5633 Epoch 602/1000 404/404 [==============================] - 0s - loss: 26.8194 - mean_squared_error: 26.8194 - mean_absolute_error: 3.6502 Epoch 603/1000 404/404 [==============================] - 0s - loss: 26.5566 - mean_squared_error: 26.5566 - mean_absolute_error: 3.6546 Epoch 604/1000 404/404 [==============================] - 0s - loss: 26.0938 - mean_squared_error: 26.0938 - mean_absolute_error: 3.5825 Epoch 605/1000 404/404 [==============================] - 0s - loss: 26.7274 - mean_squared_error: 26.7274 - mean_absolute_error: 3.6049 Epoch 606/1000 404/404 [==============================] - 0s - loss: 26.3085 - mean_squared_error: 26.3085 - mean_absolute_error: 3.6200 Epoch 607/1000 404/404 [==============================] - 0s - loss: 26.3239 - mean_squared_error: 26.3239 - mean_absolute_error: 3.5841 Epoch 608/1000 404/404 [==============================] - 0s - loss: 26.1662 - mean_squared_error: 26.1662 - mean_absolute_error: 3.6035 Epoch 609/1000 404/404 [==============================] - 0s - loss: 26.7809 - mean_squared_error: 26.7809 - mean_absolute_error: 3.6666 Epoch 610/1000 404/404 [==============================] - 0s - loss: 26.7638 - mean_squared_error: 26.7638 - mean_absolute_error: 3.6108 Epoch 611/1000 404/404 [==============================] - 0s - loss: 26.4219 - mean_squared_error: 26.4219 - mean_absolute_error: 3.6205 Epoch 612/1000 404/404 [==============================] - 0s - loss: 26.2458 - mean_squared_error: 26.2458 - mean_absolute_error: 3.6097 Epoch 613/1000 404/404 [==============================] - 0s - loss: 26.4722 - mean_squared_error: 26.4722 - mean_absolute_error: 3.5830 Epoch 614/1000 404/404 [==============================] - 0s - loss: 26.6485 - mean_squared_error: 26.6485 - mean_absolute_error: 3.5983 Epoch 615/1000 404/404 [==============================] - 0s - loss: 25.7516 - mean_squared_error: 25.7516 - mean_absolute_error: 3.5078 Epoch 616/1000 404/404 [==============================] - 0s - loss: 26.8618 - mean_squared_error: 26.8618 - mean_absolute_error: 3.6733 Epoch 617/1000 404/404 [==============================] - 0s - loss: 26.4668 - mean_squared_error: 26.4668 - mean_absolute_error: 3.6237 Epoch 618/1000 404/404 [==============================] - 0s - loss: 25.5998 - mean_squared_error: 25.5998 - mean_absolute_error: 3.5943 Epoch 619/1000 404/404 [==============================] - 0s - loss: 26.7272 - mean_squared_error: 26.7272 - mean_absolute_error: 3.5755 Epoch 620/1000 404/404 [==============================] - 0s - loss: 26.6462 - mean_squared_error: 26.6462 - mean_absolute_error: 3.5810 Epoch 621/1000 404/404 [==============================] - 0s - loss: 26.2539 - mean_squared_error: 26.2539 - mean_absolute_error: 3.6397 Epoch 622/1000 404/404 [==============================] - 0s - loss: 26.1222 - mean_squared_error: 26.1222 - mean_absolute_error: 3.6411 Epoch 623/1000 404/404 [==============================] - 0s - loss: 26.4725 - mean_squared_error: 26.4725 - mean_absolute_error: 3.6140 Epoch 624/1000 404/404 [==============================] - 0s - loss: 26.2947 - mean_squared_error: 26.2947 - mean_absolute_error: 3.5725 Epoch 625/1000 404/404 [==============================] - 0s - loss: 26.2042 - mean_squared_error: 26.2042 - mean_absolute_error: 3.5879 Epoch 626/1000 404/404 [==============================] - 0s - loss: 26.5523 - mean_squared_error: 26.5523 - mean_absolute_error: 3.5562 Epoch 627/1000 404/404 [==============================] - 0s - loss: 26.9062 - mean_squared_error: 26.9062 - mean_absolute_error: 3.6474 Epoch 628/1000 404/404 [==============================] - 0s - loss: 26.3453 - mean_squared_error: 26.3453 - mean_absolute_error: 3.5762 Epoch 629/1000 404/404 [==============================] - 0s - loss: 26.3598 - mean_squared_error: 26.3598 - mean_absolute_error: 3.5919 Epoch 630/1000 404/404 [==============================] - 0s - loss: 26.6180 - mean_squared_error: 26.6180 - mean_absolute_error: 3.5879 Epoch 631/1000 404/404 [==============================] - 0s - loss: 26.5149 - mean_squared_error: 26.5149 - mean_absolute_error: 3.5959 Epoch 632/1000 404/404 [==============================] - 0s - loss: 26.6085 - mean_squared_error: 26.6085 - mean_absolute_error: 3.6292 Epoch 633/1000 404/404 [==============================] - 0s - loss: 26.8879 - mean_squared_error: 26.8879 - mean_absolute_error: 3.6096 Epoch 634/1000 404/404 [==============================] - 0s - loss: 26.2780 - mean_squared_error: 26.2780 - mean_absolute_error: 3.5765 Epoch 635/1000 404/404 [==============================] - 0s - loss: 26.3845 - mean_squared_error: 26.3845 - mean_absolute_error: 3.5583 Epoch 636/1000 404/404 [==============================] - 0s - loss: 26.2943 - mean_squared_error: 26.2943 - mean_absolute_error: 3.6287 Epoch 637/1000 404/404 [==============================] - 0s - loss: 26.7693 - mean_squared_error: 26.7693 - mean_absolute_error: 3.5622 Epoch 638/1000 404/404 [==============================] - 0s - loss: 26.8705 - mean_squared_error: 26.8705 - mean_absolute_error: 3.5899 Epoch 639/1000 404/404 [==============================] - 0s - loss: 26.7751 - mean_squared_error: 26.7751 - mean_absolute_error: 3.5403 Epoch 640/1000 404/404 [==============================] - 0s - loss: 26.3111 - mean_squared_error: 26.3111 - mean_absolute_error: 3.6119 Epoch 641/1000 404/404 [==============================] - 0s - loss: 26.0529 - mean_squared_error: 26.0529 - mean_absolute_error: 3.6156 Epoch 642/1000 404/404 [==============================] - 0s - loss: 26.1925 - mean_squared_error: 26.1925 - mean_absolute_error: 3.5223 Epoch 643/1000 404/404 [==============================] - 0s - loss: 26.1298 - mean_squared_error: 26.1298 - mean_absolute_error: 3.6107 Epoch 644/1000 404/404 [==============================] - 0s - loss: 26.5949 - mean_squared_error: 26.5949 - mean_absolute_error: 3.5670 Epoch 645/1000 404/404 [==============================] - 0s - loss: 25.9529 - mean_squared_error: 25.9529 - mean_absolute_error: 3.5801 Epoch 646/1000 404/404 [==============================] - 0s - loss: 26.6215 - mean_squared_error: 26.6215 - mean_absolute_error: 3.6178 Epoch 647/1000 404/404 [==============================] - 0s - loss: 26.8615 - mean_squared_error: 26.8615 - mean_absolute_error: 3.5727 Epoch 648/1000 404/404 [==============================] - 0s - loss: 26.9254 - mean_squared_error: 26.9254 - mean_absolute_error: 3.6068 Epoch 649/1000 404/404 [==============================] - 0s - loss: 26.4968 - mean_squared_error: 26.4968 - mean_absolute_error: 3.5808 Epoch 650/1000 404/404 [==============================] - 0s - loss: 26.4726 - mean_squared_error: 26.4726 - mean_absolute_error: 3.5636 Epoch 651/1000 404/404 [==============================] - 0s - loss: 26.2875 - mean_squared_error: 26.2875 - mean_absolute_error: 3.5299 Epoch 652/1000 404/404 [==============================] - 0s - loss: 26.1641 - mean_squared_error: 26.1641 - mean_absolute_error: 3.6126 Epoch 653/1000 404/404 [==============================] - 0s - loss: 26.1784 - mean_squared_error: 26.1784 - mean_absolute_error: 3.5324 Epoch 654/1000 404/404 [==============================] - 0s - loss: 25.9420 - mean_squared_error: 25.9420 - mean_absolute_error: 3.5544 Epoch 655/1000 404/404 [==============================] - 0s - loss: 26.1263 - mean_squared_error: 26.1263 - mean_absolute_error: 3.5654 Epoch 656/1000 404/404 [==============================] - 0s - loss: 26.6098 - mean_squared_error: 26.6098 - mean_absolute_error: 3.5670 Epoch 657/1000 404/404 [==============================] - 0s - loss: 26.2995 - mean_squared_error: 26.2995 - mean_absolute_error: 3.5909 Epoch 658/1000 404/404 [==============================] - 0s - loss: 25.7321 - mean_squared_error: 25.7321 - mean_absolute_error: 3.5480 Epoch 659/1000 404/404 [==============================] - 0s - loss: 25.9031 - mean_squared_error: 25.9031 - mean_absolute_error: 3.5568 Epoch 660/1000 404/404 [==============================] - 0s - loss: 26.9858 - mean_squared_error: 26.9858 - mean_absolute_error: 3.5493 Epoch 661/1000 404/404 [==============================] - 0s - loss: 26.3460 - mean_squared_error: 26.3460 - mean_absolute_error: 3.5981 Epoch 662/1000 404/404 [==============================] - 0s - loss: 26.8128 - mean_squared_error: 26.8128 - mean_absolute_error: 3.6020 Epoch 663/1000 404/404 [==============================] - 0s - loss: 26.5362 - mean_squared_error: 26.5362 - mean_absolute_error: 3.5314 Epoch 664/1000 404/404 [==============================] - 0s - loss: 26.1464 - mean_squared_error: 26.1464 - mean_absolute_error: 3.6110 Epoch 665/1000 404/404 [==============================] - 0s - loss: 26.2139 - mean_squared_error: 26.2139 - mean_absolute_error: 3.5667 Epoch 666/1000 404/404 [==============================] - 0s - loss: 26.6177 - mean_squared_error: 26.6177 - mean_absolute_error: 3.5554 Epoch 667/1000 404/404 [==============================] - 0s - loss: 26.3397 - mean_squared_error: 26.3397 - mean_absolute_error: 3.5722 Epoch 668/1000 404/404 [==============================] - 0s - loss: 26.2493 - mean_squared_error: 26.2493 - mean_absolute_error: 3.6292 Epoch 669/1000 404/404 [==============================] - 0s - loss: 26.6177 - mean_squared_error: 26.6177 - mean_absolute_error: 3.6142 Epoch 670/1000 404/404 [==============================] - 0s - loss: 26.3475 - mean_squared_error: 26.3475 - mean_absolute_error: 3.5665 Epoch 671/1000 404/404 [==============================] - 0s - loss: 26.3756 - mean_squared_error: 26.3756 - mean_absolute_error: 3.5504 Epoch 672/1000 404/404 [==============================] - 0s - loss: 25.7022 - mean_squared_error: 25.7022 - mean_absolute_error: 3.5046 Epoch 673/1000 404/404 [==============================] - 0s - loss: 25.4038 - mean_squared_error: 25.4038 - mean_absolute_error: 3.5055 Epoch 674/1000 404/404 [==============================] - 0s - loss: 26.4820 - mean_squared_error: 26.4820 - mean_absolute_error: 3.5295 Epoch 675/1000 404/404 [==============================] - 0s - loss: 26.1488 - mean_squared_error: 26.1488 - mean_absolute_error: 3.5917 Epoch 676/1000 404/404 [==============================] - 0s - loss: 26.5803 - mean_squared_error: 26.5803 - mean_absolute_error: 3.5536 Epoch 677/1000 404/404 [==============================] - 0s - loss: 26.0977 - mean_squared_error: 26.0977 - mean_absolute_error: 3.4959 Epoch 678/1000 404/404 [==============================] - 0s - loss: 26.4224 - mean_squared_error: 26.4224 - mean_absolute_error: 3.5663 Epoch 679/1000 404/404 [==============================] - 0s - loss: 26.0712 - mean_squared_error: 26.0712 - mean_absolute_error: 3.5700 Epoch 680/1000 404/404 [==============================] - 0s - loss: 26.3801 - mean_squared_error: 26.3801 - mean_absolute_error: 3.6078 Epoch 681/1000 404/404 [==============================] - 0s - loss: 25.6245 - mean_squared_error: 25.6245 - mean_absolute_error: 3.6204 Epoch 682/1000 404/404 [==============================] - 0s - loss: 26.5529 - mean_squared_error: 26.5529 - mean_absolute_error: 3.5757 Epoch 683/1000 404/404 [==============================] - 0s - loss: 25.5353 - mean_squared_error: 25.5353 - mean_absolute_error: 3.5680 Epoch 684/1000 404/404 [==============================] - 0s - loss: 26.4321 - mean_squared_error: 26.4321 - mean_absolute_error: 3.5569 Epoch 685/1000 404/404 [==============================] - 0s - loss: 26.4969 - mean_squared_error: 26.4969 - mean_absolute_error: 3.5210 Epoch 686/1000 404/404 [==============================] - 0s - loss: 26.6338 - mean_squared_error: 26.6338 - mean_absolute_error: 3.5393 Epoch 687/1000 404/404 [==============================] - 0s - loss: 26.5110 - mean_squared_error: 26.5110 - mean_absolute_error: 3.5885 Epoch 688/1000 404/404 [==============================] - 0s - loss: 26.2869 - mean_squared_error: 26.2869 - mean_absolute_error: 3.6180 Epoch 689/1000 404/404 [==============================] - 0s - loss: 26.0838 - mean_squared_error: 26.0838 - mean_absolute_error: 3.5925 Epoch 690/1000 404/404 [==============================] - 0s - loss: 27.0735 - mean_squared_error: 27.0735 - mean_absolute_error: 3.6365 Epoch 691/1000 404/404 [==============================] - 0s - loss: 25.9722 - mean_squared_error: 25.9722 - mean_absolute_error: 3.5775 Epoch 692/1000 404/404 [==============================] - 0s - loss: 25.9620 - mean_squared_error: 25.9620 - mean_absolute_error: 3.6091 Epoch 693/1000 404/404 [==============================] - 0s - loss: 26.4777 - mean_squared_error: 26.4777 - mean_absolute_error: 3.5101 Epoch 694/1000 404/404 [==============================] - 0s - loss: 26.2563 - mean_squared_error: 26.2563 - mean_absolute_error: 3.5573 Epoch 695/1000 404/404 [==============================] - 0s - loss: 26.2881 - mean_squared_error: 26.2881 - mean_absolute_error: 3.5643 Epoch 696/1000 404/404 [==============================] - 0s - loss: 26.3752 - mean_squared_error: 26.3752 - mean_absolute_error: 3.5794 Epoch 697/1000 404/404 [==============================] - 0s - loss: 26.7756 - mean_squared_error: 26.7756 - mean_absolute_error: 3.6005 Epoch 698/1000 404/404 [==============================] - 0s - loss: 26.2608 - mean_squared_error: 26.2608 - mean_absolute_error: 3.5493 Epoch 699/1000 404/404 [==============================] - 0s - loss: 26.3832 - mean_squared_error: 26.3832 - mean_absolute_error: 3.5755 Epoch 700/1000 404/404 [==============================] - 0s - loss: 26.1448 - mean_squared_error: 26.1448 - mean_absolute_error: 3.6444 Epoch 701/1000 404/404 [==============================] - 0s - loss: 26.9785 - mean_squared_error: 26.9785 - mean_absolute_error: 3.5567 Epoch 702/1000 404/404 [==============================] - 0s - loss: 26.6837 - mean_squared_error: 26.6837 - mean_absolute_error: 3.5663 Epoch 703/1000 404/404 [==============================] - 0s - loss: 26.0753 - mean_squared_error: 26.0753 - mean_absolute_error: 3.4955 Epoch 704/1000 404/404 [==============================] - 0s - loss: 26.1157 - mean_squared_error: 26.1157 - mean_absolute_error: 3.5949 Epoch 705/1000 404/404 [==============================] - 0s - loss: 26.2024 - mean_squared_error: 26.2024 - mean_absolute_error: 3.5412 Epoch 706/1000 404/404 [==============================] - 0s - loss: 26.2244 - mean_squared_error: 26.2244 - mean_absolute_error: 3.5071 Epoch 707/1000 404/404 [==============================] - 0s - loss: 26.2849 - mean_squared_error: 26.2849 - mean_absolute_error: 3.5750 Epoch 708/1000 404/404 [==============================] - 0s - loss: 25.9812 - mean_squared_error: 25.9812 - mean_absolute_error: 3.5265 Epoch 709/1000 404/404 [==============================] - 0s - loss: 25.3354 - mean_squared_error: 25.3354 - mean_absolute_error: 3.5565 Epoch 710/1000 404/404 [==============================] - 0s - loss: 26.2952 - mean_squared_error: 26.2952 - mean_absolute_error: 3.5407 Epoch 711/1000 404/404 [==============================] - 0s - loss: 25.8962 - mean_squared_error: 25.8962 - mean_absolute_error: 3.5395 Epoch 712/1000 404/404 [==============================] - 0s - loss: 25.8301 - mean_squared_error: 25.8301 - mean_absolute_error: 3.5490 Epoch 713/1000 404/404 [==============================] - 0s - loss: 26.8332 - mean_squared_error: 26.8332 - mean_absolute_error: 3.5812 Epoch 714/1000 404/404 [==============================] - 0s - loss: 25.5821 - mean_squared_error: 25.5821 - mean_absolute_error: 3.5078 Epoch 715/1000 404/404 [==============================] - 0s - loss: 26.3498 - mean_squared_error: 26.3498 - mean_absolute_error: 3.6154 Epoch 716/1000 404/404 [==============================] - 0s - loss: 26.6515 - mean_squared_error: 26.6515 - mean_absolute_error: 3.5528 Epoch 717/1000 404/404 [==============================] - 0s - loss: 25.7936 - mean_squared_error: 25.7936 - mean_absolute_error: 3.5603 Epoch 718/1000 404/404 [==============================] - 0s - loss: 25.9404 - mean_squared_error: 25.9404 - mean_absolute_error: 3.5673 Epoch 719/1000 404/404 [==============================] - 0s - loss: 26.0149 - mean_squared_error: 26.0149 - mean_absolute_error: 3.6151 Epoch 720/1000 404/404 [==============================] - 0s - loss: 26.2199 - mean_squared_error: 26.2199 - mean_absolute_error: 3.5723 Epoch 721/1000 404/404 [==============================] - 0s - loss: 26.0870 - mean_squared_error: 26.0870 - mean_absolute_error: 3.5854 Epoch 722/1000 404/404 [==============================] - 0s - loss: 26.1926 - mean_squared_error: 26.1926 - mean_absolute_error: 3.5426 Epoch 723/1000 404/404 [==============================] - 0s - loss: 26.3543 - mean_squared_error: 26.3543 - mean_absolute_error: 3.5944 Epoch 724/1000 404/404 [==============================] - 0s - loss: 26.0059 - mean_squared_error: 26.0059 - mean_absolute_error: 3.5102 Epoch 725/1000 404/404 [==============================] - 0s - loss: 25.8970 - mean_squared_error: 25.8970 - mean_absolute_error: 3.5357 Epoch 726/1000 404/404 [==============================] - 0s - loss: 26.2989 - mean_squared_error: 26.2989 - mean_absolute_error: 3.5340 Epoch 727/1000 404/404 [==============================] - 0s - loss: 25.8941 - mean_squared_error: 25.8941 - mean_absolute_error: 3.5100 Epoch 728/1000 404/404 [==============================] - 0s - loss: 26.5403 - mean_squared_error: 26.5403 - mean_absolute_error: 3.5703 Epoch 729/1000 404/404 [==============================] - 0s - loss: 26.6751 - mean_squared_error: 26.6751 - mean_absolute_error: 3.5429 Epoch 730/1000 404/404 [==============================] - 0s - loss: 26.1475 - mean_squared_error: 26.1475 - mean_absolute_error: 3.5614 Epoch 731/1000 404/404 [==============================] - 0s - loss: 25.8406 - mean_squared_error: 25.8406 - mean_absolute_error: 3.5602 Epoch 732/1000 404/404 [==============================] - 0s - loss: 26.4295 - mean_squared_error: 26.4295 - mean_absolute_error: 3.6077 Epoch 733/1000 404/404 [==============================] - 0s - loss: 26.2346 - mean_squared_error: 26.2346 - mean_absolute_error: 3.5912 Epoch 734/1000 404/404 [==============================] - 0s - loss: 25.8941 - mean_squared_error: 25.8941 - mean_absolute_error: 3.5521 Epoch 735/1000 404/404 [==============================] - 0s - loss: 25.8736 - mean_squared_error: 25.8736 - mean_absolute_error: 3.4944 Epoch 736/1000 404/404 [==============================] - 0s - loss: 26.2166 - mean_squared_error: 26.2166 - mean_absolute_error: 3.5170 Epoch 737/1000 404/404 [==============================] - 0s - loss: 26.9241 - mean_squared_error: 26.9241 - mean_absolute_error: 3.5249 Epoch 738/1000 404/404 [==============================] - 0s - loss: 26.2159 - mean_squared_error: 26.2159 - mean_absolute_error: 3.5720 Epoch 739/1000 404/404 [==============================] - 0s - loss: 26.3958 - mean_squared_error: 26.3958 - mean_absolute_error: 3.6173 Epoch 740/1000 404/404 [==============================] - 0s - loss: 26.3235 - mean_squared_error: 26.3235 - mean_absolute_error: 3.5532 Epoch 741/1000 404/404 [==============================] - 0s - loss: 26.5778 - mean_squared_error: 26.5778 - mean_absolute_error: 3.5518 Epoch 742/1000 404/404 [==============================] - 0s - loss: 25.3486 - mean_squared_error: 25.3486 - mean_absolute_error: 3.5271 Epoch 743/1000 404/404 [==============================] - 0s - loss: 25.8727 - mean_squared_error: 25.8727 - mean_absolute_error: 3.5393 Epoch 744/1000 404/404 [==============================] - 0s - loss: 26.2810 - mean_squared_error: 26.2810 - mean_absolute_error: 3.5678 Epoch 745/1000 404/404 [==============================] - 0s - loss: 26.1262 - mean_squared_error: 26.1262 - mean_absolute_error: 3.5932 Epoch 746/1000 404/404 [==============================] - 0s - loss: 26.6828 - mean_squared_error: 26.6828 - mean_absolute_error: 3.5817 Epoch 747/1000 404/404 [==============================] - 0s - loss: 26.8057 - mean_squared_error: 26.8057 - mean_absolute_error: 3.5708 Epoch 748/1000 404/404 [==============================] - 0s - loss: 25.8670 - mean_squared_error: 25.8670 - mean_absolute_error: 3.6067 Epoch 749/1000 404/404 [==============================] - 0s - loss: 26.2122 - mean_squared_error: 26.2122 - mean_absolute_error: 3.4912 Epoch 750/1000 404/404 [==============================] - 0s - loss: 25.3875 - mean_squared_error: 25.3875 - mean_absolute_error: 3.6329 Epoch 751/1000 404/404 [==============================] - 0s - loss: 26.4865 - mean_squared_error: 26.4865 - mean_absolute_error: 3.5874 Epoch 752/1000 404/404 [==============================] - 0s - loss: 26.1916 - mean_squared_error: 26.1916 - mean_absolute_error: 3.5842 Epoch 753/1000 404/404 [==============================] - 0s - loss: 26.1981 - mean_squared_error: 26.1981 - mean_absolute_error: 3.5113 Epoch 754/1000 404/404 [==============================] - 0s - loss: 25.7677 - mean_squared_error: 25.7677 - mean_absolute_error: 3.5145 Epoch 755/1000 404/404 [==============================] - 0s - loss: 25.9261 - mean_squared_error: 25.9261 - mean_absolute_error: 3.5564 Epoch 756/1000 404/404 [==============================] - 0s - loss: 25.9836 - mean_squared_error: 25.9836 - mean_absolute_error: 3.5424 Epoch 757/1000 404/404 [==============================] - 0s - loss: 25.8867 - mean_squared_error: 25.8867 - mean_absolute_error: 3.5664 Epoch 758/1000 404/404 [==============================] - 0s - loss: 26.6023 - mean_squared_error: 26.6023 - mean_absolute_error: 3.5572 Epoch 759/1000 404/404 [==============================] - 0s - loss: 26.6166 - mean_squared_error: 26.6166 - mean_absolute_error: 3.5193 Epoch 760/1000 404/404 [==============================] - 0s - loss: 26.4255 - mean_squared_error: 26.4255 - mean_absolute_error: 3.5201 Epoch 761/1000 404/404 [==============================] - 0s - loss: 26.5157 - mean_squared_error: 26.5157 - mean_absolute_error: 3.5775 Epoch 762/1000 404/404 [==============================] - 0s - loss: 26.1828 - mean_squared_error: 26.1828 - mean_absolute_error: 3.5606 Epoch 763/1000 404/404 [==============================] - 0s - loss: 26.5176 - mean_squared_error: 26.5176 - mean_absolute_error: 3.5477 Epoch 764/1000 404/404 [==============================] - 0s - loss: 25.8558 - mean_squared_error: 25.8558 - mean_absolute_error: 3.5151 Epoch 765/1000 404/404 [==============================] - 0s - loss: 26.2559 - mean_squared_error: 26.2559 - mean_absolute_error: 3.5908 Epoch 766/1000 404/404 [==============================] - 0s - loss: 26.1744 - mean_squared_error: 26.1744 - mean_absolute_error: 3.5852 Epoch 767/1000 404/404 [==============================] - 0s - loss: 26.3364 - mean_squared_error: 26.3364 - mean_absolute_error: 3.4999 Epoch 768/1000 404/404 [==============================] - 0s - loss: 25.9633 - mean_squared_error: 25.9633 - mean_absolute_error: 3.5414 Epoch 769/1000 404/404 [==============================] - 0s - loss: 26.2216 - mean_squared_error: 26.2216 - mean_absolute_error: 3.5220 Epoch 770/1000 404/404 [==============================] - 0s - loss: 25.4987 - mean_squared_error: 25.4987 - mean_absolute_error: 3.5946 Epoch 771/1000 404/404 [==============================] - 0s - loss: 26.3815 - mean_squared_error: 26.3815 - mean_absolute_error: 3.5608 Epoch 772/1000 404/404 [==============================] - 0s - loss: 26.3291 - mean_squared_error: 26.3291 - mean_absolute_error: 3.5174 Epoch 773/1000 404/404 [==============================] - 0s - loss: 26.3245 - mean_squared_error: 26.3245 - mean_absolute_error: 3.5541 Epoch 774/1000 404/404 [==============================] - 0s - loss: 25.8829 - mean_squared_error: 25.8829 - mean_absolute_error: 3.5264 Epoch 775/1000 404/404 [==============================] - 0s - loss: 26.5789 - mean_squared_error: 26.5789 - mean_absolute_error: 3.5072 Epoch 776/1000 404/404 [==============================] - 0s - loss: 25.7677 - mean_squared_error: 25.7677 - mean_absolute_error: 3.5663 Epoch 777/1000 404/404 [==============================] - 0s - loss: 26.4363 - mean_squared_error: 26.4363 - mean_absolute_error: 3.5490 Epoch 778/1000 404/404 [==============================] - 0s - loss: 25.6871 - mean_squared_error: 25.6871 - mean_absolute_error: 3.5440 Epoch 779/1000 404/404 [==============================] - 0s - loss: 26.4172 - mean_squared_error: 26.4172 - mean_absolute_error: 3.6005 Epoch 780/1000 404/404 [==============================] - 0s - loss: 26.2893 - mean_squared_error: 26.2893 - mean_absolute_error: 3.5482 Epoch 781/1000 404/404 [==============================] - 0s - loss: 25.6249 - mean_squared_error: 25.6249 - mean_absolute_error: 3.4976 Epoch 782/1000 404/404 [==============================] - 0s - loss: 26.6598 - mean_squared_error: 26.6598 - mean_absolute_error: 3.5445 Epoch 783/1000 404/404 [==============================] - 0s - loss: 26.7336 - mean_squared_error: 26.7336 - mean_absolute_error: 3.5553 Epoch 784/1000 404/404 [==============================] - 0s - loss: 26.5245 - mean_squared_error: 26.5245 - mean_absolute_error: 3.5338 Epoch 785/1000 404/404 [==============================] - 0s - loss: 25.7662 - mean_squared_error: 25.7662 - mean_absolute_error: 3.5149 Epoch 786/1000 404/404 [==============================] - 0s - loss: 26.3109 - mean_squared_error: 26.3109 - mean_absolute_error: 3.5451 Epoch 787/1000 404/404 [==============================] - 0s - loss: 26.2650 - mean_squared_error: 26.2650 - mean_absolute_error: 3.4973 Epoch 788/1000 404/404 [==============================] - 0s - loss: 26.4713 - mean_squared_error: 26.4713 - mean_absolute_error: 3.6003 Epoch 789/1000 404/404 [==============================] - 0s - loss: 26.4786 - mean_squared_error: 26.4786 - mean_absolute_error: 3.5104 Epoch 790/1000 404/404 [==============================] - 0s - loss: 26.5684 - mean_squared_error: 26.5684 - mean_absolute_error: 3.5158 Epoch 791/1000 404/404 [==============================] - 0s - loss: 25.9380 - mean_squared_error: 25.9380 - mean_absolute_error: 3.5923 Epoch 792/1000 404/404 [==============================] - 0s - loss: 25.6910 - mean_squared_error: 25.6910 - mean_absolute_error: 3.5006 Epoch 793/1000 404/404 [==============================] - 0s - loss: 26.0991 - mean_squared_error: 26.0991 - mean_absolute_error: 3.5188 Epoch 794/1000 404/404 [==============================] - 0s - loss: 26.2024 - mean_squared_error: 26.2024 - mean_absolute_error: 3.5588 Epoch 795/1000 404/404 [==============================] - 0s - loss: 25.8147 - mean_squared_error: 25.8147 - mean_absolute_error: 3.5470 Epoch 796/1000 404/404 [==============================] - 0s - loss: 25.7902 - mean_squared_error: 25.7902 - mean_absolute_error: 3.5873 Epoch 797/1000 404/404 [==============================] - 0s - loss: 26.2565 - mean_squared_error: 26.2565 - mean_absolute_error: 3.5066 Epoch 798/1000 404/404 [==============================] - 0s - loss: 26.3313 - mean_squared_error: 26.3313 - mean_absolute_error: 3.5615 Epoch 799/1000 404/404 [==============================] - 0s - loss: 26.2185 - mean_squared_error: 26.2185 - mean_absolute_error: 3.5658 Epoch 800/1000 404/404 [==============================] - 0s - loss: 26.8148 - mean_squared_error: 26.8148 - mean_absolute_error: 3.5631 Epoch 801/1000 404/404 [==============================] - 0s - loss: 26.1310 - mean_squared_error: 26.1310 - mean_absolute_error: 3.5290 Epoch 802/1000 404/404 [==============================] - 0s - loss: 26.3670 - mean_squared_error: 26.3670 - mean_absolute_error: 3.4778 Epoch 803/1000 404/404 [==============================] - 0s - loss: 26.2836 - mean_squared_error: 26.2836 - mean_absolute_error: 3.5695 Epoch 804/1000 404/404 [==============================] - 0s - loss: 25.7613 - mean_squared_error: 25.7613 - mean_absolute_error: 3.5917 Epoch 805/1000 404/404 [==============================] - 0s - loss: 25.8539 - mean_squared_error: 25.8539 - mean_absolute_error: 3.5280 Epoch 806/1000 404/404 [==============================] - 0s - loss: 26.1851 - mean_squared_error: 26.1851 - mean_absolute_error: 3.4832 Epoch 807/1000 404/404 [==============================] - 0s - loss: 26.0530 - mean_squared_error: 26.0530 - mean_absolute_error: 3.5871 Epoch 808/1000 404/404 [==============================] - 0s - loss: 26.1958 - mean_squared_error: 26.1958 - mean_absolute_error: 3.5206 Epoch 809/1000 404/404 [==============================] - 0s - loss: 26.3914 - mean_squared_error: 26.3914 - mean_absolute_error: 3.5559 Epoch 810/1000 404/404 [==============================] - 0s - loss: 26.9332 - mean_squared_error: 26.9332 - mean_absolute_error: 3.5830 Epoch 811/1000 404/404 [==============================] - 0s - loss: 26.4916 - mean_squared_error: 26.4916 - mean_absolute_error: 3.5407 Epoch 812/1000 404/404 [==============================] - 0s - loss: 26.1472 - mean_squared_error: 26.1472 - mean_absolute_error: 3.5244 Epoch 813/1000 404/404 [==============================] - 0s - loss: 26.0837 - mean_squared_error: 26.0837 - mean_absolute_error: 3.5000 Epoch 814/1000 404/404 [==============================] - 0s - loss: 26.3130 - mean_squared_error: 26.3130 - mean_absolute_error: 3.5198 Epoch 815/1000 404/404 [==============================] - 0s - loss: 26.1439 - mean_squared_error: 26.1439 - mean_absolute_error: 3.4811 Epoch 816/1000 404/404 [==============================] - 0s - loss: 25.4082 - mean_squared_error: 25.4082 - mean_absolute_error: 3.4922 Epoch 817/1000 404/404 [==============================] - 0s - loss: 26.0810 - mean_squared_error: 26.0810 - mean_absolute_error: 3.4984 Epoch 818/1000 404/404 [==============================] - 0s - loss: 26.7569 - mean_squared_error: 26.7569 - mean_absolute_error: 3.5122 Epoch 819/1000 404/404 [==============================] - 0s - loss: 26.0925 - mean_squared_error: 26.0925 - mean_absolute_error: 3.5159 Epoch 820/1000 404/404 [==============================] - 0s - loss: 26.3007 - mean_squared_error: 26.3007 - mean_absolute_error: 3.6164 Epoch 821/1000 404/404 [==============================] - 0s - loss: 26.1844 - mean_squared_error: 26.1844 - mean_absolute_error: 3.5487 Epoch 822/1000 404/404 [==============================] - 0s - loss: 26.2575 - mean_squared_error: 26.2575 - mean_absolute_error: 3.5319 Epoch 823/1000 404/404 [==============================] - 0s - loss: 26.1696 - mean_squared_error: 26.1696 - mean_absolute_error: 3.5006 Epoch 824/1000 404/404 [==============================] - 0s - loss: 26.3854 - mean_squared_error: 26.3854 - mean_absolute_error: 3.5398 Epoch 825/1000 404/404 [==============================] - 0s - loss: 26.2813 - mean_squared_error: 26.2813 - mean_absolute_error: 3.5556 Epoch 826/1000 404/404 [==============================] - 0s - loss: 26.4340 - mean_squared_error: 26.4340 - mean_absolute_error: 3.5689 Epoch 827/1000 404/404 [==============================] - 0s - loss: 26.1799 - mean_squared_error: 26.1799 - mean_absolute_error: 3.5301 Epoch 828/1000 404/404 [==============================] - 0s - loss: 26.5889 - mean_squared_error: 26.5889 - mean_absolute_error: 3.5317 Epoch 829/1000 404/404 [==============================] - 0s - loss: 26.4137 - mean_squared_error: 26.4137 - mean_absolute_error: 3.5404 Epoch 830/1000 404/404 [==============================] - 0s - loss: 26.4213 - mean_squared_error: 26.4213 - mean_absolute_error: 3.5799 Epoch 831/1000 404/404 [==============================] - 0s - loss: 26.3665 - mean_squared_error: 26.3665 - mean_absolute_error: 3.5355 Epoch 832/1000 404/404 [==============================] - 0s - loss: 26.3412 - mean_squared_error: 26.3412 - mean_absolute_error: 3.5454 Epoch 833/1000 404/404 [==============================] - 0s - loss: 25.7949 - mean_squared_error: 25.7949 - mean_absolute_error: 3.5123 Epoch 834/1000 404/404 [==============================] - 0s - loss: 26.0180 - mean_squared_error: 26.0180 - mean_absolute_error: 3.5608 Epoch 835/1000 404/404 [==============================] - 0s - loss: 26.1751 - mean_squared_error: 26.1751 - mean_absolute_error: 3.4563 Epoch 836/1000 404/404 [==============================] - 0s - loss: 26.0316 - mean_squared_error: 26.0316 - mean_absolute_error: 3.4932 Epoch 837/1000 404/404 [==============================] - 0s - loss: 25.8868 - mean_squared_error: 25.8868 - mean_absolute_error: 3.4767 Epoch 838/1000 404/404 [==============================] - 0s - loss: 25.6113 - mean_squared_error: 25.6113 - mean_absolute_error: 3.4740 Epoch 839/1000 404/404 [==============================] - 0s - loss: 26.2472 - mean_squared_error: 26.2472 - mean_absolute_error: 3.5440 Epoch 840/1000 404/404 [==============================] - 0s - loss: 25.7406 - mean_squared_error: 25.7406 - mean_absolute_error: 3.4709 Epoch 841/1000 404/404 [==============================] - 0s - loss: 25.8735 - mean_squared_error: 25.8735 - mean_absolute_error: 3.5375 Epoch 842/1000 404/404 [==============================] - 0s - loss: 26.3178 - mean_squared_error: 26.3178 - mean_absolute_error: 3.5374 Epoch 843/1000 404/404 [==============================] - 0s - loss: 26.0350 - mean_squared_error: 26.0350 - mean_absolute_error: 3.5220 Epoch 844/1000 404/404 [==============================] - 0s - loss: 26.1195 - mean_squared_error: 26.1195 - mean_absolute_error: 3.5482 Epoch 845/1000 404/404 [==============================] - 0s - loss: 26.1599 - mean_squared_error: 26.1599 - mean_absolute_error: 3.6069 Epoch 846/1000 404/404 [==============================] - 0s - loss: 26.1567 - mean_squared_error: 26.1567 - mean_absolute_error: 3.5067 Epoch 847/1000 404/404 [==============================] - 0s - loss: 25.9220 - mean_squared_error: 25.9220 - mean_absolute_error: 3.5059 Epoch 848/1000 404/404 [==============================] - 0s - loss: 26.4903 - mean_squared_error: 26.4903 - mean_absolute_error: 3.5049 Epoch 849/1000 404/404 [==============================] - 0s - loss: 26.2843 - mean_squared_error: 26.2843 - mean_absolute_error: 3.5444 Epoch 850/1000 404/404 [==============================] - 0s - loss: 26.2074 - mean_squared_error: 26.2074 - mean_absolute_error: 3.5600 Epoch 851/1000 404/404 [==============================] - 0s - loss: 26.6812 - mean_squared_error: 26.6812 - mean_absolute_error: 3.5618 Epoch 852/1000 404/404 [==============================] - 0s - loss: 25.5079 - mean_squared_error: 25.5079 - mean_absolute_error: 3.4816 Epoch 853/1000 404/404 [==============================] - 0s - loss: 26.2569 - mean_squared_error: 26.2569 - mean_absolute_error: 3.5331 Epoch 854/1000 404/404 [==============================] - 0s - loss: 26.1215 - mean_squared_error: 26.1215 - mean_absolute_error: 3.5111 Epoch 855/1000 404/404 [==============================] - 0s - loss: 26.0957 - mean_squared_error: 26.0957 - mean_absolute_error: 3.5756 Epoch 856/1000 404/404 [==============================] - 0s - loss: 26.5076 - mean_squared_error: 26.5076 - mean_absolute_error: 3.4981 Epoch 857/1000 404/404 [==============================] - 0s - loss: 25.9957 - mean_squared_error: 25.9957 - mean_absolute_error: 3.5202 Epoch 858/1000 404/404 [==============================] - 0s - loss: 26.3770 - mean_squared_error: 26.3770 - mean_absolute_error: 3.5360 Epoch 859/1000 404/404 [==============================] - 0s - loss: 25.9599 - mean_squared_error: 25.9599 - mean_absolute_error: 3.5771 Epoch 860/1000 404/404 [==============================] - 0s - loss: 26.2346 - mean_squared_error: 26.2346 - mean_absolute_error: 3.5118 Epoch 861/1000 404/404 [==============================] - 0s - loss: 25.5436 - mean_squared_error: 25.5436 - mean_absolute_error: 3.5103 Epoch 862/1000 404/404 [==============================] - 0s - loss: 26.0520 - mean_squared_error: 26.0520 - mean_absolute_error: 3.5090 Epoch 863/1000 404/404 [==============================] - 0s - loss: 26.2123 - mean_squared_error: 26.2123 - mean_absolute_error: 3.5920 Epoch 864/1000 404/404 [==============================] - 0s - loss: 26.3136 - mean_squared_error: 26.3136 - mean_absolute_error: 3.4663 Epoch 865/1000 404/404 [==============================] - 0s - loss: 26.3354 - mean_squared_error: 26.3354 - mean_absolute_error: 3.4805 Epoch 866/1000 404/404 [==============================] - 0s - loss: 25.8635 - mean_squared_error: 25.8635 - mean_absolute_error: 3.4527 Epoch 867/1000 404/404 [==============================] - 0s - loss: 26.4102 - mean_squared_error: 26.4102 - mean_absolute_error: 3.5374 Epoch 868/1000 404/404 [==============================] - 0s - loss: 26.7247 - mean_squared_error: 26.7247 - mean_absolute_error: 3.5226 Epoch 869/1000 404/404 [==============================] - 0s - loss: 25.8737 - mean_squared_error: 25.8737 - mean_absolute_error: 3.5266 Epoch 870/1000 404/404 [==============================] - 0s - loss: 26.1301 - mean_squared_error: 26.1301 - mean_absolute_error: 3.5254 Epoch 871/1000 404/404 [==============================] - 0s - loss: 26.1744 - mean_squared_error: 26.1744 - mean_absolute_error: 3.5119 Epoch 872/1000 404/404 [==============================] - 0s - loss: 25.6700 - mean_squared_error: 25.6700 - mean_absolute_error: 3.5568 Epoch 873/1000 404/404 [==============================] - 0s - loss: 25.5453 - mean_squared_error: 25.5453 - mean_absolute_error: 3.5308 Epoch 874/1000 404/404 [==============================] - 0s - loss: 25.6374 - mean_squared_error: 25.6374 - mean_absolute_error: 3.5888 Epoch 875/1000 404/404 [==============================] - 0s - loss: 26.1133 - mean_squared_error: 26.1133 - mean_absolute_error: 3.5292 Epoch 876/1000 404/404 [==============================] - 0s - loss: 26.0745 - mean_squared_error: 26.0745 - mean_absolute_error: 3.5091 Epoch 877/1000 404/404 [==============================] - 0s - loss: 26.0190 - mean_squared_error: 26.0190 - mean_absolute_error: 3.5134 Epoch 878/1000 404/404 [==============================] - 0s - loss: 26.1785 - mean_squared_error: 26.1785 - mean_absolute_error: 3.5262 Epoch 879/1000 404/404 [==============================] - 0s - loss: 25.3910 - mean_squared_error: 25.3910 - mean_absolute_error: 3.4573 Epoch 880/1000 404/404 [==============================] - 0s - loss: 26.1176 - mean_squared_error: 26.1176 - mean_absolute_error: 3.4865 Epoch 881/1000 404/404 [==============================] - 0s - loss: 25.9537 - mean_squared_error: 25.9537 - mean_absolute_error: 3.5299 Epoch 882/1000 404/404 [==============================] - 0s - loss: 25.9577 - mean_squared_error: 25.9577 - mean_absolute_error: 3.4592 Epoch 883/1000 404/404 [==============================] - 0s - loss: 26.5105 - mean_squared_error: 26.5105 - mean_absolute_error: 3.6097 Epoch 884/1000 404/404 [==============================] - 0s - loss: 26.4657 - mean_squared_error: 26.4657 - mean_absolute_error: 3.5494 Epoch 885/1000 404/404 [==============================] - 0s - loss: 26.5149 - mean_squared_error: 26.5149 - mean_absolute_error: 3.5846 Epoch 886/1000 404/404 [==============================] - 0s - loss: 25.9973 - mean_squared_error: 25.9973 - mean_absolute_error: 3.5382 Epoch 887/1000 404/404 [==============================] - 0s - loss: 25.5909 - mean_squared_error: 25.5909 - mean_absolute_error: 3.4580 Epoch 888/1000 404/404 [==============================] - 0s - loss: 26.2697 - mean_squared_error: 26.2697 - mean_absolute_error: 3.5785 Epoch 889/1000 404/404 [==============================] - 0s - loss: 26.0780 - mean_squared_error: 26.0780 - mean_absolute_error: 3.4975 Epoch 890/1000 404/404 [==============================] - 0s - loss: 25.4640 - mean_squared_error: 25.4640 - mean_absolute_error: 3.4638 Epoch 891/1000 404/404 [==============================] - 0s - loss: 25.7682 - mean_squared_error: 25.7682 - mean_absolute_error: 3.5124 Epoch 892/1000 404/404 [==============================] - 0s - loss: 26.6142 - mean_squared_error: 26.6142 - mean_absolute_error: 3.5356 Epoch 893/1000 404/404 [==============================] - 0s - loss: 26.1985 - mean_squared_error: 26.1985 - mean_absolute_error: 3.4796 Epoch 894/1000 404/404 [==============================] - 0s - loss: 26.7287 - mean_squared_error: 26.7287 - mean_absolute_error: 3.5328 Epoch 895/1000 404/404 [==============================] - 0s - loss: 26.0512 - mean_squared_error: 26.0512 - mean_absolute_error: 3.4963 Epoch 896/1000 404/404 [==============================] - 0s - loss: 26.2097 - mean_squared_error: 26.2097 - mean_absolute_error: 3.5341 Epoch 897/1000 404/404 [==============================] - 0s - loss: 25.8544 - mean_squared_error: 25.8544 - mean_absolute_error: 3.4799 Epoch 898/1000 404/404 [==============================] - 0s - loss: 25.2312 - mean_squared_error: 25.2312 - mean_absolute_error: 3.4931 Epoch 899/1000 404/404 [==============================] - 0s - loss: 26.1332 - mean_squared_error: 26.1332 - mean_absolute_error: 3.5082 Epoch 900/1000 404/404 [==============================] - 0s - loss: 25.6091 - mean_squared_error: 25.6091 - mean_absolute_error: 3.5742 Epoch 901/1000 404/404 [==============================] - 0s - loss: 26.2962 - mean_squared_error: 26.2962 - mean_absolute_error: 3.4986 Epoch 902/1000 404/404 [==============================] - 0s - loss: 26.0682 - mean_squared_error: 26.0682 - mean_absolute_error: 3.4676 Epoch 903/1000 404/404 [==============================] - 0s - loss: 26.1435 - mean_squared_error: 26.1435 - mean_absolute_error: 3.5406 Epoch 904/1000 404/404 [==============================] - 0s - loss: 25.9397 - mean_squared_error: 25.9397 - mean_absolute_error: 3.5866 Epoch 905/1000 404/404 [==============================] - 0s - loss: 26.0291 - mean_squared_error: 26.0291 - mean_absolute_error: 3.5423 Epoch 906/1000 404/404 [==============================] - 0s - loss: 26.5005 - mean_squared_error: 26.5005 - mean_absolute_error: 3.5663 Epoch 907/1000 404/404 [==============================] - 0s - loss: 26.3424 - mean_squared_error: 26.3424 - mean_absolute_error: 3.4791 Epoch 908/1000 404/404 [==============================] - 0s - loss: 26.3735 - mean_squared_error: 26.3735 - mean_absolute_error: 3.4950 Epoch 909/1000 404/404 [==============================] - 0s - loss: 26.3517 - mean_squared_error: 26.3517 - mean_absolute_error: 3.5741 Epoch 910/1000 404/404 [==============================] - 0s - loss: 25.6023 - mean_squared_error: 25.6023 - mean_absolute_error: 3.4544 Epoch 911/1000 404/404 [==============================] - 0s - loss: 26.0160 - mean_squared_error: 26.0160 - mean_absolute_error: 3.4992 Epoch 912/1000 404/404 [==============================] - 0s - loss: 26.3886 - mean_squared_error: 26.3886 - mean_absolute_error: 3.5200 Epoch 913/1000 404/404 [==============================] - 0s - loss: 26.1913 - mean_squared_error: 26.1913 - mean_absolute_error: 3.4760 Epoch 914/1000 404/404 [==============================] - 0s - loss: 25.6986 - mean_squared_error: 25.6986 - mean_absolute_error: 3.5354 Epoch 915/1000 404/404 [==============================] - 0s - loss: 26.2973 - mean_squared_error: 26.2973 - mean_absolute_error: 3.5407 Epoch 916/1000 404/404 [==============================] - 0s - loss: 26.0136 - mean_squared_error: 26.0136 - mean_absolute_error: 3.5006 Epoch 917/1000 404/404 [==============================] - 0s - loss: 26.1515 - mean_squared_error: 26.1515 - mean_absolute_error: 3.5276 Epoch 918/1000 404/404 [==============================] - 0s - loss: 25.1893 - mean_squared_error: 25.1893 - mean_absolute_error: 3.4780 Epoch 919/1000 404/404 [==============================] - 0s - loss: 25.9317 - mean_squared_error: 25.9317 - mean_absolute_error: 3.4865 Epoch 920/1000 404/404 [==============================] - 0s - loss: 26.0751 - mean_squared_error: 26.0751 - mean_absolute_error: 3.5149 Epoch 921/1000 404/404 [==============================] - 0s - loss: 26.1394 - mean_squared_error: 26.1394 - mean_absolute_error: 3.5244 Epoch 922/1000 404/404 [==============================] - 0s - loss: 25.8589 - mean_squared_error: 25.8589 - mean_absolute_error: 3.5385 Epoch 923/1000 404/404 [==============================] - 0s - loss: 25.9108 - mean_squared_error: 25.9108 - mean_absolute_error: 3.5074 Epoch 924/1000 404/404 [==============================] - 0s - loss: 26.1576 - mean_squared_error: 26.1576 - mean_absolute_error: 3.4993 Epoch 925/1000 404/404 [==============================] - 0s - loss: 26.2665 - mean_squared_error: 26.2665 - mean_absolute_error: 3.5941 Epoch 926/1000 404/404 [==============================] - 0s - loss: 26.3774 - mean_squared_error: 26.3774 - mean_absolute_error: 3.4790 Epoch 927/1000 404/404 [==============================] - 0s - loss: 26.1554 - mean_squared_error: 26.1554 - mean_absolute_error: 3.4904 Epoch 928/1000 404/404 [==============================] - 0s - loss: 26.0144 - mean_squared_error: 26.0144 - mean_absolute_error: 3.5109 Epoch 929/1000 404/404 [==============================] - 0s - loss: 26.4729 - mean_squared_error: 26.4729 - mean_absolute_error: 3.5739 Epoch 930/1000 404/404 [==============================] - 0s - loss: 26.2400 - mean_squared_error: 26.2400 - mean_absolute_error: 3.5160 Epoch 931/1000 404/404 [==============================] - 0s - loss: 26.2360 - mean_squared_error: 26.2360 - mean_absolute_error: 3.5831 Epoch 932/1000 404/404 [==============================] - 0s - loss: 26.1699 - mean_squared_error: 26.1699 - mean_absolute_error: 3.5128 Epoch 933/1000 404/404 [==============================] - 0s - loss: 26.0503 - mean_squared_error: 26.0503 - mean_absolute_error: 3.4984 Epoch 934/1000 404/404 [==============================] - 0s - loss: 25.8955 - mean_squared_error: 25.8955 - mean_absolute_error: 3.5216 Epoch 935/1000 404/404 [==============================] - 0s - loss: 26.4096 - mean_squared_error: 26.4096 - mean_absolute_error: 3.5277 Epoch 936/1000 404/404 [==============================] - 0s - loss: 26.0984 - mean_squared_error: 26.0984 - mean_absolute_error: 3.5693 Epoch 937/1000 404/404 [==============================] - 0s - loss: 26.3960 - mean_squared_error: 26.3960 - mean_absolute_error: 3.5052 Epoch 938/1000 404/404 [==============================] - 0s - loss: 26.2331 - mean_squared_error: 26.2331 - mean_absolute_error: 3.5524 Epoch 939/1000 404/404 [==============================] - 0s - loss: 26.2515 - mean_squared_error: 26.2515 - mean_absolute_error: 3.4556 Epoch 940/1000 404/404 [==============================] - 0s - loss: 25.9527 - mean_squared_error: 25.9527 - mean_absolute_error: 3.5176 Epoch 941/1000 404/404 [==============================] - 0s - loss: 26.1048 - mean_squared_error: 26.1048 - mean_absolute_error: 3.5348 Epoch 942/1000 404/404 [==============================] - 0s - loss: 26.7348 - mean_squared_error: 26.7348 - mean_absolute_error: 3.5072 Epoch 943/1000 404/404 [==============================] - 0s - loss: 26.5562 - mean_squared_error: 26.5562 - mean_absolute_error: 3.5321 Epoch 944/1000 404/404 [==============================] - 0s - loss: 25.1509 - mean_squared_error: 25.1509 - mean_absolute_error: 3.5174 Epoch 945/1000 404/404 [==============================] - 0s - loss: 26.6567 - mean_squared_error: 26.6567 - mean_absolute_error: 3.5402 Epoch 946/1000 404/404 [==============================] - 0s - loss: 25.1893 - mean_squared_error: 25.1893 - mean_absolute_error: 3.4448 Epoch 947/1000 404/404 [==============================] - 0s - loss: 25.8462 - mean_squared_error: 25.8462 - mean_absolute_error: 3.4057 Epoch 948/1000 404/404 [==============================] - 0s - loss: 26.3410 - mean_squared_error: 26.3410 - mean_absolute_error: 3.5500 Epoch 949/1000 404/404 [==============================] - 0s - loss: 26.0082 - mean_squared_error: 26.0082 - mean_absolute_error: 3.4465 Epoch 950/1000 404/404 [==============================] - 0s - loss: 26.4451 - mean_squared_error: 26.4451 - mean_absolute_error: 3.5495 Epoch 951/1000 404/404 [==============================] - 0s - loss: 26.1379 - mean_squared_error: 26.1379 - mean_absolute_error: 3.5469 Epoch 952/1000 404/404 [==============================] - 0s - loss: 25.8047 - mean_squared_error: 25.8047 - mean_absolute_error: 3.5599 Epoch 953/1000 404/404 [==============================] - 0s - loss: 25.3386 - mean_squared_error: 25.3386 - mean_absolute_error: 3.4494 Epoch 954/1000 404/404 [==============================] - 0s - loss: 25.1825 - mean_squared_error: 25.1825 - mean_absolute_error: 3.4885 Epoch 955/1000 404/404 [==============================] - 0s - loss: 25.7567 - mean_squared_error: 25.7567 - mean_absolute_error: 3.5530 Epoch 956/1000 404/404 [==============================] - 0s - loss: 26.3840 - mean_squared_error: 26.3840 - mean_absolute_error: 3.4933 Epoch 957/1000 404/404 [==============================] - 0s - loss: 26.3591 - mean_squared_error: 26.3591 - mean_absolute_error: 3.5089 Epoch 958/1000 404/404 [==============================] - 0s - loss: 26.1254 - mean_squared_error: 26.1254 - mean_absolute_error: 3.5402 Epoch 959/1000 404/404 [==============================] - 0s - loss: 25.9927 - mean_squared_error: 25.9927 - mean_absolute_error: 3.4947 Epoch 960/1000 404/404 [==============================] - 0s - loss: 24.7127 - mean_squared_error: 24.7127 - mean_absolute_error: 3.4742 Epoch 961/1000 404/404 [==============================] - 0s - loss: 26.2092 - mean_squared_error: 26.2092 - mean_absolute_error: 3.4497 Epoch 962/1000 404/404 [==============================] - 0s - loss: 26.4505 - mean_squared_error: 26.4505 - mean_absolute_error: 3.5174 Epoch 963/1000 404/404 [==============================] - 0s - loss: 26.2858 - mean_squared_error: 26.2858 - mean_absolute_error: 3.5300 Epoch 964/1000 404/404 [==============================] - 0s - loss: 26.2384 - mean_squared_error: 26.2384 - mean_absolute_error: 3.4912 Epoch 965/1000 404/404 [==============================] - 0s - loss: 25.6626 - mean_squared_error: 25.6626 - mean_absolute_error: 3.5415 Epoch 966/1000 404/404 [==============================] - 0s - loss: 26.0285 - mean_squared_error: 26.0285 - mean_absolute_error: 3.4963 Epoch 967/1000 404/404 [==============================] - 0s - loss: 25.4586 - mean_squared_error: 25.4586 - mean_absolute_error: 3.4492 Epoch 968/1000 404/404 [==============================] - 0s - loss: 26.2028 - mean_squared_error: 26.2028 - mean_absolute_error: 3.5247 Epoch 969/1000 404/404 [==============================] - 0s - loss: 26.2237 - mean_squared_error: 26.2237 - mean_absolute_error: 3.4918 Epoch 970/1000 404/404 [==============================] - 0s - loss: 25.9664 - mean_squared_error: 25.9664 - mean_absolute_error: 3.4945 Epoch 971/1000 404/404 [==============================] - 0s - loss: 25.5630 - mean_squared_error: 25.5630 - mean_absolute_error: 3.5265 Epoch 972/1000 404/404 [==============================] - 0s - loss: 26.1603 - mean_squared_error: 26.1603 - mean_absolute_error: 3.5225 Epoch 973/1000 404/404 [==============================] - 0s - loss: 26.0218 - mean_squared_error: 26.0218 - mean_absolute_error: 3.5751 Epoch 974/1000 404/404 [==============================] - 0s - loss: 25.9347 - mean_squared_error: 25.9347 - mean_absolute_error: 3.4792 Epoch 975/1000 404/404 [==============================] - 0s - loss: 26.2807 - mean_squared_error: 26.2807 - mean_absolute_error: 3.4640 Epoch 976/1000 404/404 [==============================] - 0s - loss: 25.8742 - mean_squared_error: 25.8742 - mean_absolute_error: 3.4560 Epoch 977/1000 404/404 [==============================] - 0s - loss: 25.4864 - mean_squared_error: 25.4864 - mean_absolute_error: 3.5190 Epoch 978/1000 404/404 [==============================] - 0s - loss: 25.0220 - mean_squared_error: 25.0220 - mean_absolute_error: 3.4531 Epoch 979/1000 404/404 [==============================] - 0s - loss: 25.8328 - mean_squared_error: 25.8328 - mean_absolute_error: 3.5421 Epoch 980/1000 404/404 [==============================] - 0s - loss: 24.9428 - mean_squared_error: 24.9428 - mean_absolute_error: 3.5588 Epoch 981/1000 404/404 [==============================] - 0s - loss: 26.3633 - mean_squared_error: 26.3633 - mean_absolute_error: 3.4875 Epoch 982/1000 404/404 [==============================] - 0s - loss: 25.8253 - mean_squared_error: 25.8253 - mean_absolute_error: 3.5116 Epoch 983/1000 404/404 [==============================] - 0s - loss: 26.4831 - mean_squared_error: 26.4831 - mean_absolute_error: 3.5154 Epoch 984/1000 404/404 [==============================] - 0s - loss: 25.5362 - mean_squared_error: 25.5362 - mean_absolute_error: 3.5259 Epoch 985/1000 404/404 [==============================] - 0s - loss: 25.7780 - mean_squared_error: 25.7780 - mean_absolute_error: 3.5197 Epoch 986/1000 404/404 [==============================] - 0s - loss: 26.3967 - mean_squared_error: 26.3967 - mean_absolute_error: 3.5408 Epoch 987/1000 404/404 [==============================] - 0s - loss: 25.6272 - mean_squared_error: 25.6272 - mean_absolute_error: 3.5313 Epoch 988/1000 404/404 [==============================] - 0s - loss: 25.1378 - mean_squared_error: 25.1378 - mean_absolute_error: 3.5096 Epoch 989/1000 404/404 [==============================] - 0s - loss: 26.5154 - mean_squared_error: 26.5154 - mean_absolute_error: 3.4955 Epoch 990/1000 404/404 [==============================] - 0s - loss: 25.4443 - mean_squared_error: 25.4443 - mean_absolute_error: 3.4675 Epoch 991/1000 404/404 [==============================] - 0s - loss: 26.1981 - mean_squared_error: 26.1981 - mean_absolute_error: 3.5019 Epoch 992/1000 404/404 [==============================] - 0s - loss: 25.7281 - mean_squared_error: 25.7281 - mean_absolute_error: 3.4968 Epoch 993/1000 404/404 [==============================] - 0s - loss: 25.1960 - mean_squared_error: 25.1960 - mean_absolute_error: 3.4701 Epoch 994/1000 404/404 [==============================] - 0s - loss: 25.7093 - mean_squared_error: 25.7093 - mean_absolute_error: 3.4890 Epoch 995/1000 404/404 [==============================] - 0s - loss: 26.3761 - mean_squared_error: 26.3761 - mean_absolute_error: 3.4950 Epoch 996/1000 404/404 [==============================] - 0s - loss: 25.0795 - mean_squared_error: 25.0795 - mean_absolute_error: 3.4556 Epoch 997/1000 404/404 [==============================] - 0s - loss: 25.8258 - mean_squared_error: 25.8258 - mean_absolute_error: 3.5714 Epoch 998/1000 404/404 [==============================] - 0s - loss: 25.9369 - mean_squared_error: 25.9369 - mean_absolute_error: 3.5279 Epoch 999/1000 404/404 [==============================] - 0s - loss: 25.7215 - mean_squared_error: 25.7215 - mean_absolute_error: 3.5185 Epoch 1000/1000 404/404 [==============================] - 0s - loss: 25.6472 - mean_squared_error: 25.6472 - mean_absolute_error: 3.5188
<keras.callbacks.History at 0x7f25c186fad0>
model.summary()
model.evaluate(X_test, Y_test, verbose=True)
_________________________________________________________________ Layer (type) Output Shape Param # ================================================================= dense_21 (Dense) (None, 1) 14 _________________________________________________________________ activation_2 (Activation) (None, 1) 0 ================================================================= Total params: 14 Trainable params: 14 Non-trainable params: 0 _________________________________________________________________ 32/102 [========>.....................] - ETA: 0s
[23.216887230966606, 23.216887230966606, 3.4574407783209109]
Y_pred = model.predict(X_test)
print Y_test[:5]
print Y_pred[:5,0]
[ 7.2 18.8 19. 27. 22.2] [ 7.19826889 18.25551987 21.38941193 29.28108978 23.72646713]