Epoch 1/100 ---------- lr: 0.01 train loss: 14.8062 val loss: 4.8200 Epoch 2/100 ---------- lr: 0.01 train loss: 5.4584 val loss: 3.8091 Epoch 3/100 ---------- lr: 0.01 train loss: 4.4074 val loss: 3.3283 Epoch 4/100 ---------- lr: 0.01 train loss: 4.2200 val loss: 3.1458 Epoch 5/100 ---------- lr: 0.01 train loss: 3.6150 val loss: 2.3831 Epoch 6/100 ---------- lr: 0.01 train loss: 3.1311 val loss: 2.2320 Epoch 7/100 ---------- lr: 0.01 train loss: 3.1495 val loss: 1.9824 Epoch 8/100 ---------- lr: 0.01 train loss: 2.8913 val loss: 1.8556 Epoch 9/100 ---------- lr: 0.01 train loss: 2.9745 val loss: 1.8225 Epoch 10/100 ---------- lr: 0.01 train loss: 2.7410 val loss: 1.4752 Epoch 11/100 ---------- lr: 0.01 train loss: 3.6274 val loss: 2.4447 Epoch 12/100 ---------- lr: 0.01 train loss: 3.1868 val loss: 3.2539 Epoch 13/100 ---------- lr: 0.01 train loss: 3.2704 val loss: 2.2245 Epoch 14/100 ---------- lr: 0.01 train loss: 3.1600 val loss: 1.8969 Epoch 15/100 ---------- lr: 0.01 train loss: 3.2920 val loss: 2.8552 Epoch 16/100 ---------- lr: 0.01 train loss: 3.7738 val loss: 4.2910 Epoch 17/100 ---------- lr: 0.01 train loss: 6.1768 val loss: 8.8440 Epoch 18/100 ---------- lr: 0.01 train loss: 12.2556 val loss: 10.8173 Epoch 19/100 ---------- lr: 0.01 train loss: 10.4042 val loss: 7.8710 Epoch 20/100 ---------- lr: 0.01 train loss: 8.9403 val loss: 7.7822 Epoch 21/100 ---------- lr: 0.01 train loss: 8.5157 val loss: 7.5092 Epoch 22/100 ---------- lr: 0.01 train loss: 8.0023 val loss: 7.5712 Epoch 23/100 ---------- lr: 0.01 train loss: 8.0669 val loss: 6.5749 Epoch 24/100 ---------- lr: 0.01 train loss: 7.4505 val loss: 5.8608 Epoch 25/100 ---------- lr: 0.01 train loss: 8.3503 val loss: 7.2392 Epoch 26/100 ---------- lr: 0.01 train loss: 7.8774 val loss: 6.3575 Epoch 27/100 ---------- lr: 0.01 train loss: 7.1792 val loss: 5.9992 Epoch 28/100 ---------- lr: 0.01 train loss: 6.9536 val loss: 5.9719 Epoch 29/100 ---------- lr: 0.01 train loss: 6.8797 val loss: 5.8766 Epoch 30/100 ---------- lr: 0.01 train loss: 8.7644 val loss: 8.9116 Epoch 31/100 ---------- lr: 0.01 train loss: 9.4560 val loss: 8.5151 Epoch 32/100 ---------- lr: 0.005 train loss: 8.4999 val loss: 7.0524 Epoch 33/100 ---------- lr: 0.005 train loss: 8.0245 val loss: 6.6061 Epoch 34/100 ---------- lr: 0.005 train loss: 7.3192 val loss: 5.8117 Epoch 35/100 ---------- lr: 0.005 train loss: 7.4510 val loss: 6.3694 Epoch 36/100 ---------- lr: 0.005 train loss: 7.6024 val loss: 6.5145 Epoch 37/100 ---------- lr: 0.005 train loss: 7.7071 val loss: 6.2497 Epoch 38/100 ---------- lr: 0.005 train loss: 7.0887 val loss: 5.8694 Epoch 39/100 ---------- lr: 0.005 train loss: 6.6674 val loss: 5.5591 Epoch 40/100 ---------- lr: 0.005 train loss: 6.5767 val loss: 5.5027 Epoch 41/100 ---------- lr: 0.005 train loss: 6.3313 val loss: 5.4106 Epoch 42/100 ---------- lr: 0.005 train loss: 6.1794 val loss: 5.4251 Epoch 43/100 ---------- lr: 0.005 train loss: 6.2225 val loss: 5.3466 Epoch 44/100 ---------- lr: 0.005 train loss: 6.0525 val loss: 5.0594 Epoch 45/100 ---------- lr: 0.005 train loss: 6.2616 val loss: 5.1101 Epoch 46/100 ---------- lr: 0.005 train loss: 6.1290 val loss: 5.2053 Epoch 47/100 ---------- lr: 0.005 train loss: 5.9245 val loss: 4.9802 Epoch 48/100 ---------- lr: 0.005 train loss: 5.8933 val loss: 5.4343 Epoch 49/100 ---------- lr: 0.005 train loss: 5.8056 val loss: 4.9735 Epoch 50/100 ---------- lr: 0.005 train loss: 5.7144 val loss: 4.8833 Epoch 51/100 ---------- lr: 0.005 train loss: 5.7916 val loss: 5.3069 Epoch 52/100 ---------- lr: 0.005 train loss: 5.6836 val loss: 4.8708 Epoch 53/100 ---------- lr: 0.0025 train loss: 5.4222 val loss: 4.5207 Epoch 54/100 ---------- lr: 0.0025 train loss: 5.3709 val loss: 4.5655 Epoch 55/100 ---------- lr: 0.0025 train loss: 5.4277 val loss: 4.6503 Epoch 56/100 ---------- lr: 0.0025 train loss: 5.2776 val loss: 4.5824 Epoch 57/100 ---------- lr: 0.0025 train loss: 5.2339 val loss: 4.4329 Epoch 58/100 ---------- lr: 0.0025 train loss: 5.1046 val loss: 4.3871 Epoch 59/100 ---------- lr: 0.0025 train loss: 5.1236 val loss: 4.2796 Epoch 60/100 ---------- lr: 0.0025 train loss: 5.0093 val loss: 4.1878 Epoch 61/100 ---------- lr: 0.0025 train loss: 4.9457 val loss: 4.3369 Epoch 62/100 ---------- lr: 0.0025 train loss: 4.9615 val loss: 4.1907 Epoch 63/100 ---------- lr: 0.0025 train loss: 4.9817 val loss: 4.1292 Epoch 64/100 ---------- lr: 0.0025 train loss: 4.9088 val loss: 4.2456 Epoch 65/100 ---------- lr: 0.0025 train loss: 4.8263 val loss: 4.1786 Epoch 66/100 ---------- lr: 0.0025 train loss: 4.7696 val loss: 4.1785 Epoch 67/100 ---------- lr: 0.0025 train loss: 4.7297 val loss: 3.9556 Epoch 68/100 ---------- lr: 0.0025 train loss: 4.7287 val loss: 3.8509 Epoch 69/100 ---------- lr: 0.0025 train loss: 4.8531 val loss: 4.2491 Epoch 70/100 ---------- lr: 0.0025 train loss: 4.8649 val loss: 4.1533 Epoch 71/100 ---------- lr: 0.0025 train loss: 4.9713 val loss: 4.2016 Epoch 72/100 ---------- lr: 0.0025 train loss: 4.8607 val loss: 4.1573 Epoch 73/100 ---------- lr: 0.0025 train loss: 4.8164 val loss: 4.0752 Epoch 74/100 ---------- lr: 0.00125 train loss: 4.7094 val loss: 3.9774 Epoch 75/100 ---------- lr: 0.00125 train loss: 4.6939 val loss: 3.9976 Epoch 76/100 ---------- lr: 0.00125 train loss: 4.6910 val loss: 3.9270 Epoch 77/100 ---------- lr: 0.00125 train loss: 4.6649 val loss: 3.9932 Epoch 78/100 ---------- lr: 0.00125 train loss: 4.7006 val loss: 3.8817 Epoch 79/100 ---------- lr: 0.00125 train loss: 4.6223 val loss: 3.9146 Epoch 80/100 ---------- lr: 0.00125 train loss: 4.6077 val loss: 4.0268 Epoch 81/100 ---------- lr: 0.00125 train loss: 4.5877 val loss: 3.9904 Epoch 82/100 ---------- lr: 0.00125 train loss: 4.5527 val loss: 3.9432 Epoch 83/100 ---------- lr: 0.00125 train loss: 4.5674 val loss: 3.9649 Epoch 84/100 ---------- lr: 0.00125 train loss: 4.5735 val loss: 3.9504 Epoch 85/100 ---------- lr: 0.00125 train loss: 4.5480 val loss: 4.0155 Epoch 86/100 ---------- lr: 0.00125 train loss: 4.5376 val loss: 3.8892 Epoch 87/100 ---------- lr: 0.00125 train loss: 4.5376 val loss: 4.0714 Epoch 88/100 ---------- lr: 0.00125 train loss: 4.5603 val loss: 3.8525 Epoch 89/100 ---------- lr: 0.00125 train loss: 4.4075 val loss: 3.8199 Epoch 90/100 ---------- lr: 0.00125 train loss: 4.4486 val loss: 3.8267 Epoch 91/100 ---------- lr: 0.00125 train loss: 4.5109 val loss: 3.8080 Epoch 92/100 ---------- lr: 0.00125 train loss: 4.4920 val loss: 3.8856 Epoch 93/100 ---------- lr: 0.00125 train loss: 4.4740 val loss: 3.8800 Epoch 94/100 ---------- lr: 0.00125 train loss: 4.4406 val loss: 3.8640 Epoch 95/100 ---------- lr: 0.000625 train loss: 4.3658 val loss: 3.7955 Epoch 96/100 ---------- lr: 0.000625 train loss: 4.3714 val loss: 3.7256 Epoch 97/100 ---------- lr: 0.000625 train loss: 4.2884 val loss: 3.7295 Epoch 98/100 ---------- lr: 0.000625 train loss: 4.2943 val loss: 3.6354 Epoch 99/100 ---------- lr: 0.000625 train loss: 4.3091 val loss: 3.6584 Epoch 100/100 ---------- lr: 0.000625 train loss: 4.2555 val loss: 3.6678 Training complete in 25m 33s Best val loss: 1.4752 at epoch 10 Val MSE at best epoch: 0.6094