Epoch 1/100 ---------- lr: 0.001 train loss: 23.9305 val loss: 4.7660 Epoch 2/100 ---------- lr: 0.001 train loss: 5.1930 val loss: 3.8929 Epoch 3/100 ---------- lr: 0.001 train loss: 4.1768 val loss: 3.0545 Epoch 4/100 ---------- lr: 0.001 train loss: 3.9480 val loss: 2.7694 Epoch 5/100 ---------- lr: 0.001 train loss: 3.3751 val loss: 2.1723 Epoch 6/100 ---------- lr: 0.001 train loss: 3.0173 val loss: 1.9657 Epoch 7/100 ---------- lr: 0.001 train loss: 2.8024 val loss: 1.8312 Epoch 8/100 ---------- lr: 0.001 train loss: 2.6532 val loss: 1.5853 Epoch 9/100 ---------- lr: 0.001 train loss: 2.4886 val loss: 2.4375 Epoch 10/100 ---------- lr: 0.001 train loss: 2.5296 val loss: 1.4784 Epoch 11/100 ---------- lr: 0.001 train loss: 2.2581 val loss: 1.4105 Epoch 12/100 ---------- lr: 0.001 train loss: 2.2129 val loss: 1.1631 Epoch 13/100 ---------- lr: 0.001 train loss: 2.0243 val loss: 1.1887 Epoch 14/100 ---------- lr: 0.001 train loss: 1.9917 val loss: 1.1272 Epoch 15/100 ---------- lr: 0.001 train loss: 2.0160 val loss: 0.9701 Epoch 16/100 ---------- lr: 0.001 train loss: 1.8051 val loss: 0.9701 Epoch 17/100 ---------- lr: 0.001 train loss: 1.7360 val loss: 0.8841 Epoch 18/100 ---------- lr: 0.001 train loss: 1.7622 val loss: 1.0951 Epoch 19/100 ---------- lr: 0.001 train loss: 1.9492 val loss: 1.3312 Epoch 20/100 ---------- lr: 0.001 train loss: 1.7896 val loss: 0.8390 Epoch 21/100 ---------- lr: 0.001 train loss: 1.6208 val loss: 0.7202 Epoch 22/100 ---------- lr: 0.001 train loss: 1.5393 val loss: 0.7207 Epoch 23/100 ---------- lr: 0.001 train loss: 1.5083 val loss: 0.7129 Epoch 24/100 ---------- lr: 0.001 train loss: 1.5674 val loss: 0.8966 Epoch 25/100 ---------- lr: 0.001 train loss: 1.5798 val loss: 0.6814 Epoch 26/100 ---------- lr: 0.001 train loss: 1.4328 val loss: 0.5932 Epoch 27/100 ---------- lr: 0.001 train loss: 1.4748 val loss: 0.8514 Epoch 28/100 ---------- lr: 0.001 train loss: 1.5418 val loss: 0.6380 Epoch 29/100 ---------- lr: 0.001 train loss: 1.4155 val loss: 0.5939 Epoch 30/100 ---------- lr: 0.001 train loss: 1.4051 val loss: 0.5825 Epoch 31/100 ---------- lr: 0.001 train loss: 1.3180 val loss: 0.5424 Epoch 32/100 ---------- lr: 0.001 train loss: 1.3009 val loss: 0.5038 Epoch 33/100 ---------- lr: 0.001 train loss: 1.3784 val loss: 1.3024 Epoch 34/100 ---------- lr: 0.001 train loss: 1.5529 val loss: 0.4989 Epoch 35/100 ---------- lr: 0.001 train loss: 1.2621 val loss: 0.4749 Epoch 36/100 ---------- lr: 0.001 train loss: 1.2182 val loss: 0.4701 Epoch 37/100 ---------- lr: 0.001 train loss: 1.2136 val loss: 0.4433 Epoch 38/100 ---------- lr: 0.001 train loss: 1.2116 val loss: 0.4879 Epoch 39/100 ---------- lr: 0.001 train loss: 1.3112 val loss: 0.5530 Epoch 40/100 ---------- lr: 0.001 train loss: 1.2552 val loss: 0.4558 Epoch 41/100 ---------- lr: 0.001 train loss: 1.1726 val loss: 0.4415 Epoch 42/100 ---------- lr: 0.001 train loss: 1.1661 val loss: 0.4128 Epoch 43/100 ---------- lr: 0.001 train loss: 1.1686 val loss: 0.4128 Epoch 44/100 ---------- lr: 0.001 train loss: 1.2105 val loss: 0.4604 Epoch 45/100 ---------- lr: 0.001 train loss: 1.2250 val loss: 0.5563 Epoch 46/100 ---------- lr: 0.001 train loss: 1.1613 val loss: 0.3944 Epoch 47/100 ---------- lr: 0.001 train loss: 1.1198 val loss: 0.3826 Epoch 48/100 ---------- lr: 0.001 train loss: 1.1475 val loss: 0.3778 Epoch 49/100 ---------- lr: 0.001 train loss: 1.1443 val loss: 0.5222 Epoch 50/100 ---------- lr: 0.001 train loss: 1.1715 val loss: 0.3684 Epoch 51/100 ---------- lr: 0.001 train loss: 1.2863 val loss: 0.5257 Epoch 52/100 ---------- lr: 0.001 train loss: 1.1479 val loss: 0.3513 Epoch 53/100 ---------- lr: 0.001 train loss: 1.0749 val loss: 0.3464 Epoch 54/100 ---------- lr: 0.001 train loss: 1.0529 val loss: 0.3193 Epoch 55/100 ---------- lr: 0.001 train loss: 1.1020 val loss: 0.3370 Epoch 56/100 ---------- lr: 0.001 train loss: 1.0636 val loss: 0.3218 Epoch 57/100 ---------- lr: 0.001 train loss: 1.0634 val loss: 0.3390 Epoch 58/100 ---------- lr: 0.001 train loss: 1.0940 val loss: 0.3512 Epoch 59/100 ---------- lr: 0.001 train loss: 1.0808 val loss: 0.3196 Epoch 60/100 ---------- lr: 0.001 train loss: 1.0576 val loss: 0.3216 Epoch 61/100 ---------- lr: 0.001 train loss: 1.0990 val loss: 0.3722 Epoch 62/100 ---------- lr: 0.001 train loss: 1.1272 val loss: 0.3347 Epoch 63/100 ---------- lr: 0.001 train loss: 1.0225 val loss: 0.3272 Epoch 64/100 ---------- lr: 0.001 train loss: 1.0160 val loss: 0.2880 Epoch 65/100 ---------- lr: 0.001 train loss: 1.0862 val loss: 0.7485 Epoch 66/100 ---------- lr: 0.001 train loss: 1.1872 val loss: 0.3256 Epoch 67/100 ---------- lr: 0.001 train loss: 1.0265 val loss: 0.2768 Epoch 68/100 ---------- lr: 0.001 train loss: 0.9975 val loss: 0.2816 Epoch 69/100 ---------- lr: 0.001 train loss: 0.9960 val loss: 0.2842 Epoch 70/100 ---------- lr: 0.001 train loss: 1.0290 val loss: 0.2887 Epoch 71/100 ---------- lr: 0.001 train loss: 0.9925 val loss: 0.3051 Epoch 72/100 ---------- lr: 0.001 train loss: 1.0312 val loss: 0.3018 Epoch 73/100 ---------- lr: 0.001 train loss: 1.0067 val loss: 0.2793 Epoch 74/100 ---------- lr: 0.001 train loss: 0.9940 val loss: 0.2971 Epoch 75/100 ---------- lr: 0.001 train loss: 1.0069 val loss: 0.2781 Epoch 76/100 ---------- lr: 0.001 train loss: 0.9856 val loss: 0.2699 Epoch 77/100 ---------- lr: 0.001 train loss: 0.9816 val loss: 0.2891 Epoch 78/100 ---------- lr: 0.001 train loss: 0.9832 val loss: 0.2732 Epoch 79/100 ---------- lr: 0.001 train loss: 1.0346 val loss: 0.3501 Epoch 80/100 ---------- lr: 0.001 train loss: 1.0431 val loss: 0.2742 Epoch 81/100 ---------- lr: 0.001 train loss: 0.9590 val loss: 0.2532 Epoch 82/100 ---------- lr: 0.001 train loss: 0.9580 val loss: 0.2540 Epoch 83/100 ---------- lr: 0.001 train loss: 1.0363 val loss: 0.2651 Epoch 84/100 ---------- lr: 0.001 train loss: 1.0326 val loss: 0.2519 Epoch 85/100 ---------- lr: 0.001 train loss: 0.9560 val loss: 0.2298 Epoch 86/100 ---------- lr: 0.001 train loss: 0.9529 val loss: 0.2429 Epoch 87/100 ---------- lr: 0.001 train loss: 0.9510 val loss: 0.2108 Epoch 88/100 ---------- lr: 0.001 train loss: 0.9729 val loss: 0.2933 Epoch 89/100 ---------- lr: 0.001 train loss: 1.0511 val loss: 0.2701 Epoch 90/100 ---------- lr: 0.001 train loss: 0.9452 val loss: 0.2231 Epoch 91/100 ---------- lr: 0.001 train loss: 0.9412 val loss: 0.2260 Epoch 92/100 ---------- lr: 0.001 train loss: 0.9508 val loss: 0.2307 Epoch 93/100 ---------- lr: 0.001 train loss: 0.9883 val loss: 0.2728 Epoch 94/100 ---------- lr: 0.001 train loss: 0.9776 val loss: 0.2356 Epoch 95/100 ---------- lr: 0.001 train loss: 0.9441 val loss: 0.2102 Epoch 96/100 ---------- lr: 0.001 train loss: 0.9325 val loss: 0.2289 Epoch 97/100 ---------- lr: 0.001 train loss: 0.9424 val loss: 0.2436 Epoch 98/100 ---------- lr: 0.001 train loss: 0.9344 val loss: 0.2157 Epoch 99/100 ---------- lr: 0.001 train loss: 0.9261 val loss: 0.2143 Epoch 100/100 ---------- lr: 0.001 train loss: 0.9385 val loss: 0.2304 Training complete in 16m 10s Best val loss: 0.2102 at epoch 95 Val MSE at best epoch: 0.0857