Epoch 1/100 ---------- lr: 0.001 train loss: 12.4651 val loss: 5.0153 Epoch 2/100 ---------- lr: 0.001 train loss: 4.3005 val loss: 3.7205 Epoch 3/100 ---------- lr: 0.001 train loss: 3.9011 val loss: 2.6055 Epoch 4/100 ---------- lr: 0.001 train loss: 3.3261 val loss: 2.6566 Epoch 5/100 ---------- lr: 0.001 train loss: 2.9278 val loss: 2.4206 Epoch 6/100 ---------- lr: 0.001 train loss: 2.8270 val loss: 1.8394 Epoch 7/100 ---------- lr: 0.001 train loss: 2.4744 val loss: 2.1702 Epoch 8/100 ---------- lr: 0.001 train loss: 2.6028 val loss: 3.6336 Epoch 9/100 ---------- lr: 0.001 train loss: 2.6650 val loss: 1.5943 Epoch 10/100 ---------- lr: 0.001 train loss: 2.1612 val loss: 1.3959 Epoch 11/100 ---------- lr: 0.001 train loss: 1.9074 val loss: 1.3235 Epoch 12/100 ---------- lr: 0.001 train loss: 2.0992 val loss: 1.1343 Epoch 13/100 ---------- lr: 0.001 train loss: 1.7351 val loss: 1.0715 Epoch 14/100 ---------- lr: 0.001 train loss: 1.6156 val loss: 0.9645 Epoch 15/100 ---------- lr: 0.001 train loss: 1.5816 val loss: 1.1396 Epoch 16/100 ---------- lr: 0.001 train loss: 1.6298 val loss: 0.9146 Epoch 17/100 ---------- lr: 0.001 train loss: 1.8883 val loss: 1.6276 Epoch 18/100 ---------- lr: 0.001 train loss: 1.7852 val loss: 0.8649 Epoch 19/100 ---------- lr: 0.001 train loss: 1.3882 val loss: 0.7263 Epoch 20/100 ---------- lr: 0.001 train loss: 1.3025 val loss: 0.7051 Epoch 21/100 ---------- lr: 0.001 train loss: 1.2417 val loss: 0.6809 Epoch 22/100 ---------- lr: 0.001 train loss: 1.1910 val loss: 0.7181 Epoch 23/100 ---------- lr: 0.001 train loss: 1.2685 val loss: 0.6524 Epoch 24/100 ---------- lr: 0.001 train loss: 1.2637 val loss: 0.7611 Epoch 25/100 ---------- lr: 0.001 train loss: 1.1654 val loss: 0.5703 Epoch 26/100 ---------- lr: 0.001 train loss: 1.3080 val loss: 1.5811 Epoch 27/100 ---------- lr: 0.001 train loss: 1.5288 val loss: 0.6336 Epoch 28/100 ---------- lr: 0.001 train loss: 1.0818 val loss: 0.5235 Epoch 29/100 ---------- lr: 0.001 train loss: 1.2839 val loss: 0.7254 Epoch 30/100 ---------- lr: 0.001 train loss: 1.1285 val loss: 0.5795 Epoch 31/100 ---------- lr: 0.001 train loss: 1.0198 val loss: 0.4724 Epoch 32/100 ---------- lr: 0.001 train loss: 0.9653 val loss: 0.4497 Epoch 33/100 ---------- lr: 0.001 train loss: 1.0107 val loss: 0.5762 Epoch 34/100 ---------- lr: 0.001 train loss: 1.1341 val loss: 0.5290 Epoch 35/100 ---------- lr: 0.001 train loss: 1.0528 val loss: 0.5311 Epoch 36/100 ---------- lr: 0.001 train loss: 0.9622 val loss: 0.4445 Epoch 37/100 ---------- lr: 0.001 train loss: 0.8997 val loss: 0.3965 Epoch 38/100 ---------- lr: 0.001 train loss: 0.8833 val loss: 0.4256 Epoch 39/100 ---------- lr: 0.001 train loss: 0.8846 val loss: 0.3431 Epoch 40/100 ---------- lr: 0.001 train loss: 0.8942 val loss: 0.4003 Epoch 41/100 ---------- lr: 0.001 train loss: 0.9367 val loss: 0.3704 Epoch 42/100 ---------- lr: 0.001 train loss: 1.0602 val loss: 0.4809 Epoch 43/100 ---------- lr: 0.001 train loss: 1.0200 val loss: 0.4846 Epoch 44/100 ---------- lr: 0.001 train loss: 0.8629 val loss: 0.3312 Epoch 45/100 ---------- lr: 0.001 train loss: 0.8138 val loss: 0.2946 Epoch 46/100 ---------- lr: 0.001 train loss: 0.7905 val loss: 0.2920 Epoch 47/100 ---------- lr: 0.001 train loss: 0.8120 val loss: 0.3452 Epoch 48/100 ---------- lr: 0.001 train loss: 0.8847 val loss: 0.8857 Epoch 49/100 ---------- lr: 0.001 train loss: 0.9814 val loss: 0.3196 Epoch 50/100 ---------- lr: 0.001 train loss: 0.7749 val loss: 0.2866 Epoch 51/100 ---------- lr: 0.001 train loss: 0.7639 val loss: 0.3080 Epoch 52/100 ---------- lr: 0.001 train loss: 0.8582 val loss: 0.6115 Epoch 53/100 ---------- lr: 0.001 train loss: 0.8674 val loss: 0.3150 Epoch 54/100 ---------- lr: 0.001 train loss: 0.7781 val loss: 0.2769 Epoch 55/100 ---------- lr: 0.001 train loss: 0.7714 val loss: 0.2565 Epoch 56/100 ---------- lr: 0.001 train loss: 0.7551 val loss: 0.2590 Epoch 57/100 ---------- lr: 0.001 train loss: 0.7686 val loss: 0.2382 Epoch 58/100 ---------- lr: 0.001 train loss: 0.7227 val loss: 0.2641 Epoch 59/100 ---------- lr: 0.001 train loss: 0.7226 val loss: 0.2444 Epoch 60/100 ---------- lr: 0.001 train loss: 0.9071 val loss: 0.3053 Epoch 61/100 ---------- lr: 0.001 train loss: 0.8125 val loss: 0.2513 Epoch 62/100 ---------- lr: 0.001 train loss: 0.7194 val loss: 0.2298 Epoch 63/100 ---------- lr: 0.001 train loss: 0.7054 val loss: 0.2332 Epoch 64/100 ---------- lr: 0.001 train loss: 0.7785 val loss: 0.2985 Epoch 65/100 ---------- lr: 0.001 train loss: 0.7574 val loss: 0.2359 Epoch 66/100 ---------- lr: 0.001 train loss: 0.6977 val loss: 0.2180 Epoch 67/100 ---------- lr: 0.001 train loss: 0.6968 val loss: 0.2661 Epoch 68/100 ---------- lr: 0.001 train loss: 0.7430 val loss: 0.3237 Epoch 69/100 ---------- lr: 0.001 train loss: 0.7781 val loss: 0.5497 Epoch 70/100 ---------- lr: 0.001 train loss: 0.8161 val loss: 0.2557 Epoch 71/100 ---------- lr: 0.001 train loss: 0.7410 val loss: 0.3745 Epoch 72/100 ---------- lr: 0.001 train loss: 0.7204 val loss: 0.2021 Epoch 73/100 ---------- lr: 0.001 train loss: 0.7228 val loss: 0.1986 Epoch 74/100 ---------- lr: 0.001 train loss: 0.6698 val loss: 0.1910 Epoch 75/100 ---------- lr: 0.001 train loss: 0.6783 val loss: 0.1973 Epoch 76/100 ---------- lr: 0.001 train loss: 0.6634 val loss: 0.1964 Epoch 77/100 ---------- lr: 0.001 train loss: 0.6650 val loss: 0.2083 Epoch 78/100 ---------- lr: 0.001 train loss: 0.8282 val loss: 0.2712 Epoch 79/100 ---------- lr: 0.001 train loss: 0.6968 val loss: 0.2142 Epoch 80/100 ---------- lr: 0.001 train loss: 0.6634 val loss: 0.2013 Epoch 81/100 ---------- lr: 0.001 train loss: 0.6707 val loss: 0.1914 Epoch 82/100 ---------- lr: 0.001 train loss: 0.6829 val loss: 0.2376 Epoch 83/100 ---------- lr: 0.001 train loss: 0.6724 val loss: 0.1758 Epoch 84/100 ---------- lr: 0.001 train loss: 0.6586 val loss: 0.1876 Epoch 85/100 ---------- lr: 0.001 train loss: 0.6561 val loss: 0.1791 Epoch 86/100 ---------- lr: 0.001 train loss: 0.6473 val loss: 0.1803 Epoch 87/100 ---------- lr: 0.001 train loss: 0.8545 val loss: 0.3419 Epoch 88/100 ---------- lr: 0.001 train loss: 0.7566 val loss: 0.2251 Epoch 89/100 ---------- lr: 0.001 train loss: 0.6545 val loss: 0.1824 Epoch 90/100 ---------- lr: 0.001 train loss: 0.6392 val loss: 0.1741 Epoch 91/100 ---------- lr: 0.001 train loss: 0.6413 val loss: 0.1851 Epoch 92/100 ---------- lr: 0.001 train loss: 0.6365 val loss: 0.1749 Epoch 93/100 ---------- lr: 0.001 train loss: 0.6281 val loss: 0.1991 Epoch 94/100 ---------- lr: 0.001 train loss: 0.6465 val loss: 0.1713 Epoch 95/100 ---------- lr: 0.001 train loss: 0.6397 val loss: 0.1751 Epoch 96/100 ---------- lr: 0.001 train loss: 0.6476 val loss: 0.1870 Epoch 97/100 ---------- lr: 0.001 train loss: 0.7205 val loss: 0.4168 Epoch 98/100 ---------- lr: 0.001 train loss: 0.8385 val loss: 0.2050 Epoch 99/100 ---------- lr: 0.001 train loss: 0.6474 val loss: 0.1809 Epoch 100/100 ---------- lr: 0.001 train loss: 0.6282 val loss: 0.1813 Training complete in 20m 36s Best val loss: 0.1713 at epoch 94 Val MSE at best epoch: 0.0727