Epoch 1/100 ---------- lr: 0.005 train loss: 10.4271 val loss: 4.0313 Epoch 2/100 ---------- lr: 0.005 train loss: 5.2131 val loss: 5.3442 Epoch 3/100 ---------- lr: 0.005 train loss: 4.3236 val loss: 3.1587 Epoch 4/100 ---------- lr: 0.005 train loss: 3.6678 val loss: 3.3293 Epoch 5/100 ---------- lr: 0.005 train loss: 3.0276 val loss: 2.0738 Epoch 6/100 ---------- lr: 0.005 train loss: 2.7878 val loss: 2.0403 Epoch 7/100 ---------- lr: 0.005 train loss: 2.7414 val loss: 1.8158 Epoch 8/100 ---------- lr: 0.005 train loss: 3.7431 val loss: 2.4087 Epoch 9/100 ---------- lr: 0.005 train loss: 2.4507 val loss: 1.9877 Epoch 10/100 ---------- lr: 0.005 train loss: 2.2204 val loss: 1.6257 Epoch 11/100 ---------- lr: 0.005 train loss: 1.9500 val loss: 1.3344 Epoch 12/100 ---------- lr: 0.005 train loss: 1.9874 val loss: 1.1092 Epoch 13/100 ---------- lr: 0.005 train loss: 1.8383 val loss: 1.4880 Epoch 14/100 ---------- lr: 0.005 train loss: 2.1022 val loss: 2.4529 Epoch 15/100 ---------- lr: 0.005 train loss: 1.9641 val loss: 1.0941 Epoch 16/100 ---------- lr: 0.005 train loss: 1.6900 val loss: 1.2749 Epoch 17/100 ---------- lr: 0.005 train loss: 1.6645 val loss: 0.8523 Epoch 18/100 ---------- lr: 0.005 train loss: 1.7889 val loss: 1.6926 Epoch 19/100 ---------- lr: 0.005 train loss: 1.6718 val loss: 0.9414 Epoch 20/100 ---------- lr: 0.005 train loss: 1.2908 val loss: 0.7375 Epoch 21/100 ---------- lr: 0.005 train loss: 1.3202 val loss: 0.7364 Epoch 22/100 ---------- lr: 0.005 train loss: 1.2057 val loss: 0.6504 Epoch 23/100 ---------- lr: 0.005 train loss: 1.4021 val loss: 0.8912 Epoch 24/100 ---------- lr: 0.005 train loss: 1.7994 val loss: 1.1982 Epoch 25/100 ---------- lr: 0.005 train loss: 1.3980 val loss: 0.6746 Epoch 26/100 ---------- lr: 0.005 train loss: 1.0755 val loss: 0.5129 Epoch 27/100 ---------- lr: 0.005 train loss: 1.1410 val loss: 0.6542 Epoch 28/100 ---------- lr: 0.005 train loss: 1.3158 val loss: 0.7836 Epoch 29/100 ---------- lr: 0.005 train loss: 1.1112 val loss: 0.4879 Epoch 30/100 ---------- lr: 0.005 train loss: 1.1601 val loss: 0.5630 Epoch 31/100 ---------- lr: 0.005 train loss: 1.0363 val loss: 0.4549 Epoch 32/100 ---------- lr: 0.005 train loss: 1.0063 val loss: 0.5228 Epoch 33/100 ---------- lr: 0.005 train loss: 0.9979 val loss: 0.4447 Epoch 34/100 ---------- lr: 0.005 train loss: 1.5488 val loss: 0.7425 Epoch 35/100 ---------- lr: 0.005 train loss: 1.1858 val loss: 0.7060 Epoch 36/100 ---------- lr: 0.005 train loss: 1.1825 val loss: 0.5896 Epoch 37/100 ---------- lr: 0.005 train loss: 1.0512 val loss: 0.4669 Epoch 38/100 ---------- lr: 0.005 train loss: 0.9780 val loss: 0.5696 Epoch 39/100 ---------- lr: 0.005 train loss: 0.9375 val loss: 0.3836 Epoch 40/100 ---------- lr: 0.005 train loss: 0.9442 val loss: 0.4179 Epoch 41/100 ---------- lr: 0.005 train loss: 0.9407 val loss: 0.8044 Epoch 42/100 ---------- lr: 0.005 train loss: 0.9990 val loss: 0.3842 Epoch 43/100 ---------- lr: 0.005 train loss: 0.8898 val loss: 0.3432 Epoch 44/100 ---------- lr: 0.005 train loss: 0.8460 val loss: 0.3957 Epoch 45/100 ---------- lr: 0.005 train loss: 0.8438 val loss: 0.3377 Epoch 46/100 ---------- lr: 0.005 train loss: 1.3805 val loss: 0.9535 Epoch 47/100 ---------- lr: 0.005 train loss: 4.2827 val loss: 5.6834 Epoch 48/100 ---------- lr: 0.005 train loss: 7.0489 val loss: 5.9696 Epoch 49/100 ---------- lr: 0.005 train loss: 5.9172 val loss: 4.0477 Epoch 50/100 ---------- lr: 0.005 train loss: 4.7955 val loss: 3.4221 Epoch 51/100 ---------- lr: 0.005 train loss: 4.5247 val loss: 3.6882 Epoch 52/100 ---------- lr: 0.005 train loss: 4.3371 val loss: 3.3762 Epoch 53/100 ---------- lr: 0.005 train loss: 4.2203 val loss: 3.5733 Epoch 54/100 ---------- lr: 0.005 train loss: 4.5663 val loss: 3.6873 Epoch 55/100 ---------- lr: 0.005 train loss: 4.1095 val loss: 3.4888 Epoch 56/100 ---------- lr: 0.005 train loss: 5.1077 val loss: 4.3766 Epoch 57/100 ---------- lr: 0.005 train loss: 5.0490 val loss: 3.3501 Epoch 58/100 ---------- lr: 0.005 train loss: 4.5011 val loss: 4.6728 Epoch 59/100 ---------- lr: 0.005 train loss: 6.1678 val loss: 6.2551 Epoch 60/100 ---------- lr: 0.005 train loss: 7.2711 val loss: 4.9648 Epoch 61/100 ---------- lr: 0.005 train loss: 6.0577 val loss: 4.6662 Epoch 62/100 ---------- lr: 0.005 train loss: 6.3382 val loss: 5.1220 Epoch 63/100 ---------- lr: 0.005 train loss: 5.6300 val loss: 4.4547 Epoch 64/100 ---------- lr: 0.005 train loss: 5.2958 val loss: 4.8286 Epoch 65/100 ---------- lr: 0.005 train loss: 6.3226 val loss: 4.7836 Epoch 66/100 ---------- lr: 0.005 train loss: 5.3563 val loss: 3.9543 Epoch 67/100 ---------- lr: 0.0025 train loss: 4.7012 val loss: 3.7429 Epoch 68/100 ---------- lr: 0.0025 train loss: 4.3961 val loss: 3.5685 Epoch 69/100 ---------- lr: 0.0025 train loss: 4.3964 val loss: 3.6822 Epoch 70/100 ---------- lr: 0.0025 train loss: 4.3297 val loss: 3.4443 Epoch 71/100 ---------- lr: 0.0025 train loss: 4.1451 val loss: 3.3424 Epoch 72/100 ---------- lr: 0.0025 train loss: 3.9550 val loss: 3.4919 Epoch 73/100 ---------- lr: 0.0025 train loss: 4.1284 val loss: 3.5583 Epoch 74/100 ---------- lr: 0.0025 train loss: 4.0210 val loss: 3.1865 Epoch 75/100 ---------- lr: 0.0025 train loss: 3.8958 val loss: 3.2449 Epoch 76/100 ---------- lr: 0.0025 train loss: 4.0526 val loss: 3.2056 Epoch 77/100 ---------- lr: 0.0025 train loss: 4.1567 val loss: 3.3316 Epoch 78/100 ---------- lr: 0.0025 train loss: 4.1049 val loss: 3.4631 Epoch 79/100 ---------- lr: 0.0025 train loss: 4.0351 val loss: 3.2910 Epoch 80/100 ---------- lr: 0.0025 train loss: 4.0561 val loss: 3.4263 Epoch 81/100 ---------- lr: 0.0025 train loss: 3.9899 val loss: 3.2108 Epoch 82/100 ---------- lr: 0.0025 train loss: 3.9427 val loss: 3.2499 Epoch 83/100 ---------- lr: 0.0025 train loss: 3.8464 val loss: 3.0565 Epoch 84/100 ---------- lr: 0.0025 train loss: 3.8220 val loss: 3.0369 Epoch 85/100 ---------- lr: 0.0025 train loss: 3.9101 val loss: 3.3840 Epoch 86/100 ---------- lr: 0.0025 train loss: 4.0451 val loss: 3.2695 Epoch 87/100 ---------- lr: 0.0025 train loss: 4.1337 val loss: 3.2037 Epoch 88/100 ---------- lr: 0.00125 train loss: 3.7955 val loss: 2.9490 Epoch 89/100 ---------- lr: 0.00125 train loss: 3.6574 val loss: 2.9562 Epoch 90/100 ---------- lr: 0.00125 train loss: 3.5568 val loss: 2.9454 Epoch 91/100 ---------- lr: 0.00125 train loss: 3.4490 val loss: 2.9015 Epoch 92/100 ---------- lr: 0.00125 train loss: 3.4223 val loss: 2.6240 Epoch 93/100 ---------- lr: 0.00125 train loss: 3.3274 val loss: 2.6539 Epoch 94/100 ---------- lr: 0.00125 train loss: 3.3491 val loss: 2.7248 Epoch 95/100 ---------- lr: 0.00125 train loss: 3.3953 val loss: 2.6408 Epoch 96/100 ---------- lr: 0.00125 train loss: 3.3217 val loss: 2.4920 Epoch 97/100 ---------- lr: 0.00125 train loss: 3.2600 val loss: 2.5024 Epoch 98/100 ---------- lr: 0.00125 train loss: 3.2158 val loss: 2.3859 Epoch 99/100 ---------- lr: 0.00125 train loss: 3.1290 val loss: 2.4103 Epoch 100/100 ---------- lr: 0.00125 train loss: 3.1449 val loss: 2.4493 Training complete in 20m 41s Best val loss: 0.3377 at epoch 45 Val MSE at best epoch: 0.1433