Epoch 1/100 ---------- lr: 0.01 train loss: 19.7255 val loss: 6.7493 Epoch 2/100 ---------- lr: 0.01 train loss: 6.8553 val loss: 4.3293 Epoch 3/100 ---------- lr: 0.01 train loss: 5.7677 val loss: 4.1138 Epoch 4/100 ---------- lr: 0.01 train loss: 5.2160 val loss: 3.9899 Epoch 5/100 ---------- lr: 0.01 train loss: 4.9815 val loss: 3.4209 Epoch 6/100 ---------- lr: 0.01 train loss: 4.7741 val loss: 2.9705 Epoch 7/100 ---------- lr: 0.01 train loss: 4.3300 val loss: 2.9064 Epoch 8/100 ---------- lr: 0.01 train loss: 4.7246 val loss: 2.5231 Epoch 9/100 ---------- lr: 0.01 train loss: 4.0362 val loss: 2.3391 Epoch 10/100 ---------- lr: 0.01 train loss: 3.7562 val loss: 1.9943 Epoch 11/100 ---------- lr: 0.01 train loss: 3.6446 val loss: 2.2715 Epoch 12/100 ---------- lr: 0.01 train loss: 3.6432 val loss: 2.1274 Epoch 13/100 ---------- lr: 0.01 train loss: 4.0015 val loss: 2.4355 Epoch 14/100 ---------- lr: 0.01 train loss: 3.6656 val loss: 2.0322 Epoch 15/100 ---------- lr: 0.01 train loss: 3.2618 val loss: 1.6181 Epoch 16/100 ---------- lr: 0.01 train loss: 3.2037 val loss: 1.6670 Epoch 17/100 ---------- lr: 0.01 train loss: 4.0438 val loss: 2.7009 Epoch 18/100 ---------- lr: 0.01 train loss: 7.7624 val loss: 9.8886 Epoch 19/100 ---------- lr: 0.01 train loss: 13.3440 val loss: 10.0342 Epoch 20/100 ---------- lr: 0.01 train loss: 11.1093 val loss: 8.7631 Epoch 21/100 ---------- lr: 0.01 train loss: 9.6137 val loss: 6.5616 Epoch 22/100 ---------- lr: 0.01 train loss: 8.9202 val loss: 6.3532 Epoch 23/100 ---------- lr: 0.01 train loss: 8.0397 val loss: 5.4987 Epoch 24/100 ---------- lr: 0.01 train loss: 7.5912 val loss: 6.6430 Epoch 25/100 ---------- lr: 0.01 train loss: 9.1000 val loss: 7.2776 Epoch 26/100 ---------- lr: 0.01 train loss: 10.3841 val loss: 9.3038 Epoch 27/100 ---------- lr: 0.01 train loss: 10.5200 val loss: 8.2108 Epoch 28/100 ---------- lr: 0.01 train loss: 9.7693 val loss: 7.7305 Epoch 29/100 ---------- lr: 0.01 train loss: 9.3242 val loss: 6.9598 Epoch 30/100 ---------- lr: 0.01 train loss: 8.8816 val loss: 6.4610 Epoch 31/100 ---------- lr: 0.01 train loss: 8.6477 val loss: 6.8705 Epoch 32/100 ---------- lr: 0.01 train loss: 9.0570 val loss: 6.7932 Epoch 33/100 ---------- lr: 0.01 train loss: 8.2024 val loss: 6.3279 Epoch 34/100 ---------- lr: 0.01 train loss: 8.3674 val loss: 6.9891 Epoch 35/100 ---------- lr: 0.01 train loss: 9.0457 val loss: 6.4767 Epoch 36/100 ---------- lr: 0.01 train loss: 8.2112 val loss: 6.1864 Epoch 37/100 ---------- lr: 0.005 train loss: 7.5662 val loss: 6.4220 Epoch 38/100 ---------- lr: 0.005 train loss: 7.5647 val loss: 5.7632 Epoch 39/100 ---------- lr: 0.005 train loss: 7.2889 val loss: 5.5477 Epoch 40/100 ---------- lr: 0.005 train loss: 7.0145 val loss: 5.2091 Epoch 41/100 ---------- lr: 0.005 train loss: 6.7759 val loss: 5.0933 Epoch 42/100 ---------- lr: 0.005 train loss: 6.6902 val loss: 5.2415 Epoch 43/100 ---------- lr: 0.005 train loss: 6.5759 val loss: 5.1194 Epoch 44/100 ---------- lr: 0.005 train loss: 6.5112 val loss: 4.9644 Epoch 45/100 ---------- lr: 0.005 train loss: 6.5920 val loss: 4.7864 Epoch 46/100 ---------- lr: 0.005 train loss: 6.4573 val loss: 4.7276 Epoch 47/100 ---------- lr: 0.005 train loss: 6.2973 val loss: 4.7271 Epoch 48/100 ---------- lr: 0.005 train loss: 6.0953 val loss: 4.8092 Epoch 49/100 ---------- lr: 0.005 train loss: 6.0740 val loss: 4.4357 Epoch 50/100 ---------- lr: 0.005 train loss: 5.9773 val loss: 4.5518 Epoch 51/100 ---------- lr: 0.005 train loss: 5.9362 val loss: 4.9328 Epoch 52/100 ---------- lr: 0.005 train loss: 6.3618 val loss: 4.7112 Epoch 53/100 ---------- lr: 0.005 train loss: 6.4279 val loss: 4.6598 Epoch 54/100 ---------- lr: 0.005 train loss: 6.2748 val loss: 4.2396 Epoch 55/100 ---------- lr: 0.005 train loss: 6.0426 val loss: 4.3148 Epoch 56/100 ---------- lr: 0.005 train loss: 6.2561 val loss: 4.4599 Epoch 57/100 ---------- lr: 0.005 train loss: 6.2762 val loss: 4.3783 Epoch 58/100 ---------- lr: 0.0025 train loss: 5.8640 val loss: 4.0987 Epoch 59/100 ---------- lr: 0.0025 train loss: 5.8085 val loss: 4.0756 Epoch 60/100 ---------- lr: 0.0025 train loss: 5.9505 val loss: 4.0713 Epoch 61/100 ---------- lr: 0.0025 train loss: 5.7414 val loss: 3.9842 Epoch 62/100 ---------- lr: 0.0025 train loss: 5.6499 val loss: 3.9718 Epoch 63/100 ---------- lr: 0.0025 train loss: 5.7141 val loss: 4.1881 Epoch 64/100 ---------- lr: 0.0025 train loss: 5.7977 val loss: 3.9722 Epoch 65/100 ---------- lr: 0.0025 train loss: 5.7182 val loss: 3.8360 Epoch 66/100 ---------- lr: 0.0025 train loss: 5.6982 val loss: 3.7404 Epoch 67/100 ---------- lr: 0.0025 train loss: 5.5680 val loss: 3.9126 Epoch 68/100 ---------- lr: 0.0025 train loss: 5.5164 val loss: 3.9233 Epoch 69/100 ---------- lr: 0.0025 train loss: 5.5434 val loss: 3.8582 Epoch 70/100 ---------- lr: 0.0025 train loss: 5.4960 val loss: 3.6576 Epoch 71/100 ---------- lr: 0.0025 train loss: 5.3709 val loss: 3.5227 Epoch 72/100 ---------- lr: 0.0025 train loss: 5.3505 val loss: 3.5692 Epoch 73/100 ---------- lr: 0.0025 train loss: 5.2844 val loss: 3.8699 Epoch 74/100 ---------- lr: 0.0025 train loss: 5.4357 val loss: 3.6021 Epoch 75/100 ---------- lr: 0.0025 train loss: 5.3796 val loss: 3.8418 Epoch 76/100 ---------- lr: 0.0025 train loss: 6.0048 val loss: 4.1162 Epoch 77/100 ---------- lr: 0.0025 train loss: 5.7417 val loss: 4.1473 Epoch 78/100 ---------- lr: 0.0025 train loss: 5.6137 val loss: 3.9814 Epoch 79/100 ---------- lr: 0.00125 train loss: 5.5721 val loss: 3.9905 Epoch 80/100 ---------- lr: 0.00125 train loss: 5.4515 val loss: 3.8597 Epoch 81/100 ---------- lr: 0.00125 train loss: 5.4270 val loss: 3.8251 Epoch 82/100 ---------- lr: 0.00125 train loss: 5.4420 val loss: 3.8209 Epoch 83/100 ---------- lr: 0.00125 train loss: 5.3763 val loss: 3.8661 Epoch 84/100 ---------- lr: 0.00125 train loss: 5.3420 val loss: 3.7583 Epoch 85/100 ---------- lr: 0.00125 train loss: 5.3567 val loss: 3.8820 Epoch 86/100 ---------- lr: 0.00125 train loss: 5.2738 val loss: 3.8866 Epoch 87/100 ---------- lr: 0.00125 train loss: 5.2493 val loss: 3.8585 Epoch 88/100 ---------- lr: 0.00125 train loss: 5.2407 val loss: 3.8465 Epoch 89/100 ---------- lr: 0.00125 train loss: 5.2191 val loss: 3.8319 Epoch 90/100 ---------- lr: 0.00125 train loss: 5.2614 val loss: 3.8337 Epoch 91/100 ---------- lr: 0.00125 train loss: 5.2624 val loss: 3.7596 Epoch 92/100 ---------- lr: 0.00125 train loss: 5.1749 val loss: 3.7457 Epoch 93/100 ---------- lr: 0.00125 train loss: 5.2072 val loss: 3.6586 Epoch 94/100 ---------- lr: 0.00125 train loss: 5.1824 val loss: 3.7944 Epoch 95/100 ---------- lr: 0.00125 train loss: 5.1806 val loss: 3.7542 Epoch 96/100 ---------- lr: 0.00125 train loss: 5.2750 val loss: 3.7353 Epoch 97/100 ---------- lr: 0.00125 train loss: 5.1459 val loss: 3.6665 Epoch 98/100 ---------- lr: 0.00125 train loss: 5.1931 val loss: 3.7429 Epoch 99/100 ---------- lr: 0.00125 train loss: 5.0872 val loss: 3.6482 Epoch 100/100 ---------- lr: 0.000625 train loss: 5.0177 val loss: 3.7089 Training complete in 15m 5s Best val loss: 1.6181 at epoch 15 Val MSE at best epoch: 0.5696