Epoch 1/20 6554/6554 [==============================] - 131s 20ms/step - loss: 0.1016 - r_square: 0.8984 Epoch 2/20 6554/6554 [==============================] - 129s 20ms/step - loss: 0.0412 - r_square: 0.9588 Epoch 3/20 6554/6554 [==============================] - 129s 20ms/step - loss: 0.0316 - r_square: 0.9684 Epoch 4/20 6554/6554 [==============================] - 130s 20ms/step - loss: 0.0248 - r_square: 0.9752 Epoch 5/20 6554/6554 [==============================] - 130s 20ms/step - loss: 0.0207 - r_square: 0.9793 Epoch 6/20 6554/6554 [==============================] - 130s 20ms/step - loss: 0.0200 - r_square: 0.9800 Epoch 7/20 6554/6554 [==============================] - 130s 20ms/step - loss: 0.0182 - r_square: 0.9818 Epoch 8/20 6554/6554 [==============================] - 130s 20ms/step - loss: 0.0161 - r_square: 0.9839 Epoch 9/20 6554/6554 [==============================] - 130s 20ms/step - loss: 0.0151 - r_square: 0.9849 Epoch 10/20 6554/6554 [==============================] - 130s 20ms/step - loss: 0.0144 - r_square: 0.9856 Epoch 11/20 6554/6554 [==============================] - 130s 20ms/step - loss: 0.0140 - r_square: 0.9860 Epoch 12/20 6554/6554 [==============================] - 128s 20ms/step - loss: 0.0133 - r_square: 0.9867 Epoch 13/20 6554/6554 [==============================] - 129s 20ms/step - loss: 0.0120 - r_square: 0.9880 Epoch 14/20 6554/6554 [==============================] - 129s 20ms/step - loss: 0.0120 - r_square: 0.9880 Epoch 15/20 6554/6554 [==============================] - 128s 20ms/step - loss: 0.0118 - r_square: 0.9882 Epoch 16/20 6554/6554 [==============================] - 128s 20ms/step - loss: 0.0114 - r_square: 0.9886 Epoch 17/20 6554/6554 [==============================] - 129s 20ms/step - loss: 0.0110 - r_square: 0.9890 Epoch 18/20 6554/6554 [==============================] - 129s 20ms/step - loss: 0.0106 - r_square: 0.9894 Epoch 19/20 6554/6554 [==============================] - 129s 20ms/step - loss: 0.0098 - r_square: 0.9902 Epoch 20/20 6554/6554 [==============================] - 128s 20ms/step - loss: 0.0094 - r_square: 0.9906 1639/1639 [==============================] - 9s 5ms/step test set score 0.9939604464413883
CPU: 6554/6554 [==============================] - 116s 17ms/step - loss: 0.0984 - r_square: 0.9016 Epoch 2/20 6554/6554 [==============================] - 116s 18ms/step - loss: 0.0420 - r_square: 0.9580 Epoch 3/20 6554/6554 [==============================] - 117s 18ms/step - loss: 0.0320 - r_square: 0.9680 Epoch 4/20 6554/6554 [==============================] - 117s 18ms/step - loss: 0.0260 - r_square: 0.9740 Epoch 5/20 6554/6554 [==============================] - 118s 18ms/step - loss: 0.0231 - r_square: 0.9769 Epoch 6/20 6554/6554 [==============================] - 120s 18ms/step - loss: 0.0204 - r_square: 0.9796 Epoch 7/20 6554/6554 [==============================] - 121s 18ms/step - loss: 0.0185 - r_square: 0.9815 Epoch 8/20 6554/6554 [==============================] - 121s 19ms/step - loss: 0.0166 - r_square: 0.9834 Epoch 9/20 6554/6554 [==============================] - 122s 19ms/step - loss: 0.0158 - r_square: 0.9842 Epoch 10/20 6554/6554 [==============================] - 124s 19ms/step - loss: 0.0154 - r_square: 0.9846 Epoch 11/20 6554/6554 [==============================] - 122s 19ms/step - loss: 0.0140 - r_square: 0.9860 Epoch 12/20 6554/6554 [==============================] - 123s 19ms/step - loss: 0.0136 - r_square: 0.9864 Epoch 13/20 6554/6554 [==============================] - 125s 19ms/step - loss: 0.0129 - r_square: 0.9871 Epoch 14/20 6554/6554 [==============================] - 125s 19ms/step - loss: 0.0116 - r_square: 0.9884 Epoch 15/20 6554/6554 [==============================] - 127s 19ms/step - loss: 0.0119 - r_square: 0.9881 Epoch 16/20 6554/6554 [==============================] - 128s 19ms/step - loss: 0.0113 - r_square: 0.9887 Epoch 17/20 6554/6554 [==============================] - 130s 20ms/step - loss: 0.0106 - r_square: 0.9894 Epoch 18/20 6554/6554 [==============================] - 132s 20ms/step - loss: 0.0105 - r_square: 0.9895 Epoch 19/20 6554/6554 [==============================] - 133s 20ms/step - loss: 0.0097 - r_square: 0.9903 Epoch 20/20 6554/6554 [==============================] - 136s 21ms/step - loss: 0.0097 - r_square: 0.9903 1639/1639 [==============================] - 19s 12ms/step