Epoch 1/100 ---------- lr: 0.005 train loss: 9.5139 val loss: 3.7519 Epoch 2/100 ---------- lr: 0.005 train loss: 4.2692 val loss: 3.3849 Epoch 3/100 ---------- lr: 0.005 train loss: 3.6018 val loss: 2.7715 Epoch 4/100 ---------- lr: 0.005 train loss: 2.8516 val loss: 1.9920 Epoch 5/100 ---------- lr: 0.005 train loss: 2.6730 val loss: 1.9136 Epoch 6/100 ---------- lr: 0.005 train loss: 2.3379 val loss: 1.4878 Epoch 7/100 ---------- lr: 0.005 train loss: 2.0840 val loss: 1.5248 Epoch 8/100 ---------- lr: 0.005 train loss: 1.9626 val loss: 1.1905 Epoch 9/100 ---------- lr: 0.005 train loss: 2.0540 val loss: 1.8002 Epoch 10/100 ---------- lr: 0.005 train loss: 2.2840 val loss: 1.6739 Epoch 11/100 ---------- lr: 0.005 train loss: 1.7733 val loss: 0.9095 Epoch 12/100 ---------- lr: 0.005 train loss: 1.4788 val loss: 0.8987 Epoch 13/100 ---------- lr: 0.005 train loss: 1.6465 val loss: 0.9685 Epoch 14/100 ---------- lr: 0.005 train loss: 1.4049 val loss: 0.8848 Epoch 15/100 ---------- lr: 0.005 train loss: 1.5542 val loss: 1.1820 Epoch 16/100 ---------- lr: 0.005 train loss: 1.7448 val loss: 0.9462 Epoch 17/100 ---------- lr: 0.005 train loss: 1.2622 val loss: 0.6779 Epoch 18/100 ---------- lr: 0.005 train loss: 1.2431 val loss: 0.6269 Epoch 19/100 ---------- lr: 0.005 train loss: 1.0765 val loss: 0.5938 Epoch 20/100 ---------- lr: 0.005 train loss: 1.6425 val loss: 0.8157 Epoch 21/100 ---------- lr: 0.005 train loss: 1.1384 val loss: 0.5284 Epoch 22/100 ---------- lr: 0.005 train loss: 1.0345 val loss: 0.5031 Epoch 23/100 ---------- lr: 0.005 train loss: 1.5132 val loss: 0.7625 Epoch 24/100 ---------- lr: 0.005 train loss: 1.1691 val loss: 0.5497 Epoch 25/100 ---------- lr: 0.005 train loss: 1.1471 val loss: 0.5891 Epoch 26/100 ---------- lr: 0.005 train loss: 1.0159 val loss: 0.5799 Epoch 27/100 ---------- lr: 0.005 train loss: 0.9566 val loss: 0.3870 Epoch 28/100 ---------- lr: 0.005 train loss: 1.0029 val loss: 0.5409 Epoch 29/100 ---------- lr: 0.005 train loss: 0.9652 val loss: 0.4137 Epoch 30/100 ---------- lr: 0.005 train loss: 0.9209 val loss: 0.3962 Epoch 31/100 ---------- lr: 0.005 train loss: 1.4466 val loss: 0.5621 Epoch 32/100 ---------- lr: 0.005 train loss: 1.0491 val loss: 0.3871 Epoch 33/100 ---------- lr: 0.005 train loss: 0.8703 val loss: 0.3396 Epoch 34/100 ---------- lr: 0.005 train loss: 0.8574 val loss: 0.3397 Epoch 35/100 ---------- lr: 0.005 train loss: 0.8318 val loss: 0.3344 Epoch 36/100 ---------- lr: 0.005 train loss: 0.8653 val loss: 0.4423 Epoch 37/100 ---------- lr: 0.005 train loss: 0.9140 val loss: 0.5113 Epoch 38/100 ---------- lr: 0.005 train loss: 1.1553 val loss: 0.4950 Epoch 39/100 ---------- lr: 0.005 train loss: 1.0441 val loss: 0.4117 Epoch 40/100 ---------- lr: 0.005 train loss: 0.8957 val loss: 0.3529 Epoch 41/100 ---------- lr: 0.005 train loss: 0.8242 val loss: 0.3607 Epoch 42/100 ---------- lr: 0.005 train loss: 0.7772 val loss: 0.3021 Epoch 43/100 ---------- lr: 0.005 train loss: 0.7875 val loss: 0.4051 Epoch 44/100 ---------- lr: 0.005 train loss: 1.4993 val loss: 0.9536 Epoch 45/100 ---------- lr: 0.005 train loss: 1.4280 val loss: 0.6720 Epoch 46/100 ---------- lr: 0.005 train loss: 1.4612 val loss: 1.1427 Epoch 47/100 ---------- lr: 0.005 train loss: 5.5711 val loss: 4.8682 Epoch 48/100 ---------- lr: 0.005 train loss: 6.5851 val loss: 5.6298 Epoch 49/100 ---------- lr: 0.005 train loss: 5.4710 val loss: 3.9717 Epoch 50/100 ---------- lr: 0.005 train loss: 4.7712 val loss: 4.0996 Epoch 51/100 ---------- lr: 0.005 train loss: 4.4854 val loss: 3.7478 Epoch 52/100 ---------- lr: 0.005 train loss: 4.2484 val loss: 3.3415 Epoch 53/100 ---------- lr: 0.005 train loss: 3.9551 val loss: 3.6326 Epoch 54/100 ---------- lr: 0.005 train loss: 4.4698 val loss: 3.4480 Epoch 55/100 ---------- lr: 0.005 train loss: 5.0341 val loss: 5.7143 Epoch 56/100 ---------- lr: 0.005 train loss: 5.9985 val loss: 4.5322 Epoch 57/100 ---------- lr: 0.005 train loss: 4.7243 val loss: 3.8905 Epoch 58/100 ---------- lr: 0.005 train loss: 4.2877 val loss: 3.4623 Epoch 59/100 ---------- lr: 0.005 train loss: 4.0520 val loss: 3.2439 Epoch 60/100 ---------- lr: 0.005 train loss: 3.7218 val loss: 2.9515 Epoch 61/100 ---------- lr: 0.005 train loss: 3.6251 val loss: 3.0191 Epoch 62/100 ---------- lr: 0.005 train loss: 3.6791 val loss: 3.0857 Epoch 63/100 ---------- lr: 0.005 train loss: 3.8865 val loss: 3.0677 Epoch 64/100 ---------- lr: 0.0025 train loss: 3.3897 val loss: 2.9419 Epoch 65/100 ---------- lr: 0.0025 train loss: 3.5383 val loss: 2.6808 Epoch 66/100 ---------- lr: 0.0025 train loss: 3.4840 val loss: 2.7632 Epoch 67/100 ---------- lr: 0.0025 train loss: 3.4308 val loss: 2.6268 Epoch 68/100 ---------- lr: 0.0025 train loss: 3.1973 val loss: 2.4860 Epoch 69/100 ---------- lr: 0.0025 train loss: 3.0642 val loss: 2.4183 Epoch 70/100 ---------- lr: 0.0025 train loss: 3.0671 val loss: 2.3490 Epoch 71/100 ---------- lr: 0.0025 train loss: 3.6603 val loss: 2.8028 Epoch 72/100 ---------- lr: 0.0025 train loss: 3.3003 val loss: 2.7524 Epoch 73/100 ---------- lr: 0.0025 train loss: 3.1879 val loss: 2.5618 Epoch 74/100 ---------- lr: 0.0025 train loss: 3.0696 val loss: 2.5294 Epoch 75/100 ---------- lr: 0.0025 train loss: 2.9149 val loss: 2.3788 Epoch 76/100 ---------- lr: 0.0025 train loss: 2.8496 val loss: 2.2888 Epoch 77/100 ---------- lr: 0.0025 train loss: 2.8033 val loss: 2.2704 Epoch 78/100 ---------- lr: 0.0025 train loss: 2.8440 val loss: 2.3201 Epoch 79/100 ---------- lr: 0.0025 train loss: 2.8379 val loss: 2.5516 Epoch 80/100 ---------- lr: 0.0025 train loss: 3.1182 val loss: 2.4087 Epoch 81/100 ---------- lr: 0.0025 train loss: 3.0557 val loss: 2.4217 Epoch 82/100 ---------- lr: 0.0025 train loss: 2.9860 val loss: 2.5302 Epoch 83/100 ---------- lr: 0.0025 train loss: 3.0665 val loss: 2.4073 Epoch 84/100 ---------- lr: 0.0025 train loss: 3.0471 val loss: 2.3069 Epoch 85/100 ---------- lr: 0.00125 train loss: 2.8033 val loss: 2.1059 Epoch 86/100 ---------- lr: 0.00125 train loss: 2.7031 val loss: 2.0942 Epoch 87/100 ---------- lr: 0.00125 train loss: 2.6201 val loss: 2.0478 Epoch 88/100 ---------- lr: 0.00125 train loss: 2.5748 val loss: 1.9789 Epoch 89/100 ---------- lr: 0.00125 train loss: 2.6593 val loss: 2.0716 Epoch 90/100 ---------- lr: 0.00125 train loss: 2.6488 val loss: 2.0772 Epoch 91/100 ---------- lr: 0.00125 train loss: 2.5599 val loss: 2.1040 Epoch 92/100 ---------- lr: 0.00125 train loss: 2.4959 val loss: 2.0332 Epoch 93/100 ---------- lr: 0.00125 train loss: 2.4529 val loss: 2.0831 Epoch 94/100 ---------- lr: 0.00125 train loss: 2.4374 val loss: 1.9033 Epoch 95/100 ---------- lr: 0.00125 train loss: 2.4031 val loss: 1.8744 Epoch 96/100 ---------- lr: 0.00125 train loss: 2.4071 val loss: 1.7955 Epoch 97/100 ---------- lr: 0.00125 train loss: 2.3754 val loss: 1.8674 Epoch 98/100 ---------- lr: 0.00125 train loss: 2.4056 val loss: 1.8714 Epoch 99/100 ---------- lr: 0.00125 train loss: 2.5071 val loss: 1.8927 Epoch 100/100 ---------- lr: 0.00125 train loss: 2.4862 val loss: 1.8801 Training complete in 11m 42s Best val loss: 0.3021 at epoch 42 Val MSE at best epoch: 0.1247