Epoch 1/100 ---------- lr: 0.001 train loss: 40.4555 val loss: 7.3436 Epoch 2/100 ---------- lr: 0.001 train loss: 7.3034 val loss: 4.9972 Epoch 3/100 ---------- lr: 0.001 train loss: 5.7086 val loss: 3.9556 Epoch 4/100 ---------- lr: 0.001 train loss: 4.8672 val loss: 3.4729 Epoch 5/100 ---------- lr: 0.001 train loss: 4.2759 val loss: 3.0845 Epoch 6/100 ---------- lr: 0.001 train loss: 4.2667 val loss: 2.9894 Epoch 7/100 ---------- lr: 0.001 train loss: 3.6271 val loss: 2.4424 Epoch 8/100 ---------- lr: 0.001 train loss: 3.4064 val loss: 2.3419 Epoch 9/100 ---------- lr: 0.001 train loss: 3.1320 val loss: 2.0570 Epoch 10/100 ---------- lr: 0.001 train loss: 2.9227 val loss: 1.9173 Epoch 11/100 ---------- lr: 0.001 train loss: 2.7756 val loss: 1.8001 Epoch 12/100 ---------- lr: 0.001 train loss: 2.6580 val loss: 1.6020 Epoch 13/100 ---------- lr: 0.001 train loss: 2.5760 val loss: 1.4694 Epoch 14/100 ---------- lr: 0.001 train loss: 2.3973 val loss: 1.6408 Epoch 15/100 ---------- lr: 0.001 train loss: 2.6954 val loss: 1.4934 Epoch 16/100 ---------- lr: 0.001 train loss: 2.2643 val loss: 1.2632 Epoch 17/100 ---------- lr: 0.001 train loss: 2.1331 val loss: 1.1195 Epoch 18/100 ---------- lr: 0.001 train loss: 2.0750 val loss: 1.3079 Epoch 19/100 ---------- lr: 0.001 train loss: 2.0463 val loss: 1.1881 Epoch 20/100 ---------- lr: 0.001 train loss: 2.0354 val loss: 0.9927 Epoch 21/100 ---------- lr: 0.001 train loss: 2.0433 val loss: 1.1243 Epoch 22/100 ---------- lr: 0.001 train loss: 1.8314 val loss: 0.9045 Epoch 23/100 ---------- lr: 0.001 train loss: 1.7608 val loss: 0.8755 Epoch 24/100 ---------- lr: 0.001 train loss: 1.8586 val loss: 1.1594 Epoch 25/100 ---------- lr: 0.001 train loss: 1.7667 val loss: 0.8483 Epoch 26/100 ---------- lr: 0.001 train loss: 1.7258 val loss: 0.9300 Epoch 27/100 ---------- lr: 0.001 train loss: 1.6090 val loss: 0.7967 Epoch 28/100 ---------- lr: 0.001 train loss: 1.5963 val loss: 0.7258 Epoch 29/100 ---------- lr: 0.001 train loss: 1.7387 val loss: 0.7424 Epoch 30/100 ---------- lr: 0.001 train loss: 1.7224 val loss: 0.8057 Epoch 31/100 ---------- lr: 0.001 train loss: 1.6694 val loss: 1.1568 Epoch 32/100 ---------- lr: 0.001 train loss: 1.6182 val loss: 0.6823 Epoch 33/100 ---------- lr: 0.001 train loss: 1.5138 val loss: 0.6243 Epoch 34/100 ---------- lr: 0.001 train loss: 1.4865 val loss: 0.7343 Epoch 35/100 ---------- lr: 0.001 train loss: 1.4279 val loss: 0.6413 Epoch 36/100 ---------- lr: 0.001 train loss: 1.5326 val loss: 0.6224 Epoch 37/100 ---------- lr: 0.001 train loss: 1.4030 val loss: 0.6039 Epoch 38/100 ---------- lr: 0.001 train loss: 1.4191 val loss: 0.6822 Epoch 39/100 ---------- lr: 0.001 train loss: 1.4722 val loss: 0.6529 Epoch 40/100 ---------- lr: 0.001 train loss: 1.4217 val loss: 0.7217 Epoch 41/100 ---------- lr: 0.001 train loss: 1.3826 val loss: 0.5649 Epoch 42/100 ---------- lr: 0.001 train loss: 1.8284 val loss: 1.1924 Epoch 43/100 ---------- lr: 0.001 train loss: 1.5905 val loss: 0.6027 Epoch 44/100 ---------- lr: 0.001 train loss: 1.3522 val loss: 0.5701 Epoch 45/100 ---------- lr: 0.001 train loss: 1.3158 val loss: 0.5336 Epoch 46/100 ---------- lr: 0.001 train loss: 1.2818 val loss: 0.5099 Epoch 47/100 ---------- lr: 0.001 train loss: 1.2730 val loss: 0.4959 Epoch 48/100 ---------- lr: 0.001 train loss: 1.2582 val loss: 0.4709 Epoch 49/100 ---------- lr: 0.001 train loss: 1.2855 val loss: 0.5125 Epoch 50/100 ---------- lr: 0.001 train loss: 1.6544 val loss: 0.7729 Epoch 51/100 ---------- lr: 0.001 train loss: 1.3404 val loss: 0.5192 Epoch 52/100 ---------- lr: 0.001 train loss: 1.2403 val loss: 0.4740 Epoch 53/100 ---------- lr: 0.001 train loss: 1.2196 val loss: 0.4849 Epoch 54/100 ---------- lr: 0.001 train loss: 1.2322 val loss: 0.4548 Epoch 55/100 ---------- lr: 0.001 train loss: 1.2232 val loss: 0.4569 Epoch 56/100 ---------- lr: 0.001 train loss: 1.2347 val loss: 0.4625 Epoch 57/100 ---------- lr: 0.001 train loss: 1.2231 val loss: 0.5460 Epoch 58/100 ---------- lr: 0.001 train loss: 1.4471 val loss: 0.5250 Epoch 59/100 ---------- lr: 0.001 train loss: 1.2355 val loss: 0.4855 Epoch 60/100 ---------- lr: 0.001 train loss: 1.1893 val loss: 0.4408 Epoch 61/100 ---------- lr: 0.001 train loss: 1.1777 val loss: 0.4269 Epoch 62/100 ---------- lr: 0.001 train loss: 1.1951 val loss: 0.4498 Epoch 63/100 ---------- lr: 0.001 train loss: 1.3528 val loss: 0.6545 Epoch 64/100 ---------- lr: 0.001 train loss: 1.2218 val loss: 0.4091 Epoch 65/100 ---------- lr: 0.001 train loss: 1.1489 val loss: 0.3800 Epoch 66/100 ---------- lr: 0.001 train loss: 1.1369 val loss: 0.3951 Epoch 67/100 ---------- lr: 0.001 train loss: 1.1626 val loss: 0.5714 Epoch 68/100 ---------- lr: 0.001 train loss: 1.1746 val loss: 0.4142 Epoch 69/100 ---------- lr: 0.001 train loss: 1.1319 val loss: 0.3911 Epoch 70/100 ---------- lr: 0.001 train loss: 1.1364 val loss: 0.6350 Epoch 71/100 ---------- lr: 0.001 train loss: 1.2076 val loss: 0.4849 Epoch 72/100 ---------- lr: 0.001 train loss: 1.1520 val loss: 0.3911 Epoch 73/100 ---------- lr: 0.001 train loss: 1.1162 val loss: 0.3488 Epoch 74/100 ---------- lr: 0.001 train loss: 1.1854 val loss: 0.4875 Epoch 75/100 ---------- lr: 0.001 train loss: 1.2379 val loss: 0.3766 Epoch 76/100 ---------- lr: 0.001 train loss: 1.0995 val loss: 0.3577 Epoch 77/100 ---------- lr: 0.001 train loss: 1.1067 val loss: 0.5996 Epoch 78/100 ---------- lr: 0.001 train loss: 1.2802 val loss: 0.3665 Epoch 79/100 ---------- lr: 0.001 train loss: 1.0973 val loss: 0.3495 Epoch 80/100 ---------- lr: 0.001 train loss: 1.0843 val loss: 0.3460 Epoch 81/100 ---------- lr: 0.001 train loss: 1.0928 val loss: 0.3474 Epoch 82/100 ---------- lr: 0.001 train loss: 1.0828 val loss: 0.3436 Epoch 83/100 ---------- lr: 0.001 train loss: 1.0879 val loss: 0.3335 Epoch 84/100 ---------- lr: 0.001 train loss: 1.1858 val loss: 0.4022 Epoch 85/100 ---------- lr: 0.001 train loss: 1.0928 val loss: 0.3411 Epoch 86/100 ---------- lr: 0.001 train loss: 1.2159 val loss: 0.6867 Epoch 87/100 ---------- lr: 0.001 train loss: 1.1770 val loss: 0.3721 Epoch 88/100 ---------- lr: 0.001 train loss: 1.3347 val loss: 0.7285 Epoch 89/100 ---------- lr: 0.001 train loss: 1.2319 val loss: 0.4206 Epoch 90/100 ---------- lr: 0.001 train loss: 1.1153 val loss: 0.3418 Epoch 91/100 ---------- lr: 0.001 train loss: 1.0792 val loss: 0.3511 Epoch 92/100 ---------- lr: 0.001 train loss: 1.0803 val loss: 0.3241 Epoch 93/100 ---------- lr: 0.001 train loss: 1.0803 val loss: 0.3202 Epoch 94/100 ---------- lr: 0.001 train loss: 1.0569 val loss: 0.3081 Epoch 95/100 ---------- lr: 0.001 train loss: 1.0895 val loss: 0.3787 Epoch 96/100 ---------- lr: 0.001 train loss: 1.0685 val loss: 0.3377 Epoch 97/100 ---------- lr: 0.001 train loss: 1.0511 val loss: 0.3199 Epoch 98/100 ---------- lr: 0.001 train loss: 1.0496 val loss: 0.3070 Epoch 99/100 ---------- lr: 0.001 train loss: 1.0598 val loss: 0.3146 Epoch 100/100 ---------- lr: 0.001 train loss: 1.0603 val loss: 0.3121 Training complete in 8m 47s Best val loss: 0.3070 at epoch 98 Val MSE at best epoch: 0.1089