Epoch 1/50
- 0s - loss: 0.0588
Epoch 2/50
- 0s - loss: 0.0277
Epoch 3/50
- 0s - loss: 0.0247
Epoch 4/50
- 0s - loss: 0.0234
Epoch 5/50
- 0s - loss: 0.0227
Epoch 6/50
- 0s - loss: 0.0211
Epoch 7/50
- 0s - loss: 0.0191
Epoch 8/50
- 0s - loss: 0.0168
Epoch 9/50
- 0s - loss: 0.0139
Epoch 10/50
- 0s - loss: 0.0113
Epoch 11/50
- 0s - loss: 0.0088
Epoch 12/50
- 0s - loss: 0.0065
Epoch 13/50
- 0s - loss: 0.0048
Epoch 14/50
- 0s - loss: 0.0032
Epoch 15/50
- 0s - loss: 0.0024
Epoch 16/50
- 0s - loss: 0.0017
Epoch 17/50
- 0s - loss: 0.0014
Epoch 18/50
- 0s - loss: 0.0012
Epoch 19/50
- 0s - loss: 0.0010
Epoch 20/50
- 0s - loss: 8.8411e-04
Epoch 21/50
- 0s - loss: 8.2826e-04
Epoch 22/50
- 0s - loss: 7.6278e-04
Epoch 23/50
- 0s - loss: 6.5110e-04
Epoch 24/50
- 0s - loss: 6.3048e-04
Epoch 25/50
- 0s - loss: 5.7419e-04
Epoch 26/50
- 0s - loss: 5.7883e-04
Epoch 27/50
- 0s - loss: 5.1502e-04
Epoch 28/50
- 0s - loss: 4.3292e-04
Epoch 29/50
- 0s - loss: 4.5275e-04
Epoch 30/50
- 0s - loss: 3.9630e-04
Epoch 31/50
- 0s - loss: 3.7888e-04
Epoch 32/50
- 0s - loss: 3.9089e-04
Epoch 33/50
- 0s - loss: 3.2177e-04
Epoch 34/50
- 0s - loss: 3.0820e-04
Epoch 35/50
- 0s - loss: 2.7886e-04
Epoch 36/50
- 0s - loss: 2.6574e-04
Epoch 37/50
- 0s - loss: 2.6187e-04
Epoch 38/50
- 0s - loss: 2.3749e-04
Epoch 39/50
- 0s - loss: 2.4857e-04
Epoch 40/50
- 0s - loss: 2.4797e-04
Epoch 41/50
- 0s - loss: 2.0134e-04
Epoch 42/50
- 0s - loss: 2.0205e-04
Epoch 43/50
- 0s - loss: 2.0219e-04
Epoch 44/50
- 0s - loss: 1.9717e-04
Epoch 45/50
- 0s - loss: 1.7174e-04
Epoch 46/50
- 0s - loss: 1.7831e-04
Epoch 47/50
- 0s - loss: 1.9075e-04
Epoch 48/50
- 0s - loss: 1.6237e-04
Epoch 49/50
- 0s - loss: 1.7307e-04
Epoch 50/50
- 0s - loss: 1.6758e-04
The mean squared error (MSE) for the test data set is: 0.00019516230269800872