Epoch 1/100 ---------- lr: 0.001 train loss: 55.1690 val loss: 22.6000 Epoch 2/100 ---------- lr: 0.001 train loss: 12.1360 val loss: 6.0969 Epoch 3/100 ---------- lr: 0.001 train loss: 7.6493 val loss: 4.9404 Epoch 4/100 ---------- lr: 0.001 train loss: 6.9701 val loss: 4.9029 Epoch 5/100 ---------- lr: 0.001 train loss: 6.1963 val loss: 4.5520 Epoch 6/100 ---------- lr: 0.001 train loss: 5.7434 val loss: 3.8099 Epoch 7/100 ---------- lr: 0.001 train loss: 5.3409 val loss: 3.6628 Epoch 8/100 ---------- lr: 0.001 train loss: 5.0666 val loss: 3.4000 Epoch 9/100 ---------- lr: 0.001 train loss: 4.8969 val loss: 3.3643 Epoch 10/100 ---------- lr: 0.001 train loss: 4.6718 val loss: 3.0450 Epoch 11/100 ---------- lr: 0.001 train loss: 4.9524 val loss: 3.2569 Epoch 12/100 ---------- lr: 0.001 train loss: 4.5676 val loss: 2.9196 Epoch 13/100 ---------- lr: 0.001 train loss: 4.3580 val loss: 2.8308 Epoch 14/100 ---------- lr: 0.001 train loss: 4.1986 val loss: 2.8790 Epoch 15/100 ---------- lr: 0.001 train loss: 4.0895 val loss: 2.7063 Epoch 16/100 ---------- lr: 0.001 train loss: 3.9956 val loss: 2.6429 Epoch 17/100 ---------- lr: 0.001 train loss: 3.8793 val loss: 2.5546 Epoch 18/100 ---------- lr: 0.001 train loss: 3.7595 val loss: 2.3802 Epoch 19/100 ---------- lr: 0.001 train loss: 3.9846 val loss: 3.0319 Epoch 20/100 ---------- lr: 0.001 train loss: 3.8664 val loss: 2.2683 Epoch 21/100 ---------- lr: 0.001 train loss: 3.6664 val loss: 2.2670 Epoch 22/100 ---------- lr: 0.001 train loss: 3.5649 val loss: 2.1247 Epoch 23/100 ---------- lr: 0.001 train loss: 3.4845 val loss: 2.0503 Epoch 24/100 ---------- lr: 0.001 train loss: 3.4374 val loss: 2.0513 Epoch 25/100 ---------- lr: 0.001 train loss: 3.3978 val loss: 1.9326 Epoch 26/100 ---------- lr: 0.001 train loss: 3.3360 val loss: 1.9536 Epoch 27/100 ---------- lr: 0.001 train loss: 3.3151 val loss: 1.8009 Epoch 28/100 ---------- lr: 0.001 train loss: 3.2448 val loss: 1.8393 Epoch 29/100 ---------- lr: 0.001 train loss: 3.1822 val loss: 1.7437 Epoch 30/100 ---------- lr: 0.001 train loss: 3.2752 val loss: 1.9947 Epoch 31/100 ---------- lr: 0.001 train loss: 3.1776 val loss: 1.6846 Epoch 32/100 ---------- lr: 0.001 train loss: 3.0969 val loss: 1.6658 Epoch 33/100 ---------- lr: 0.001 train loss: 3.0692 val loss: 1.5839 Epoch 34/100 ---------- lr: 0.001 train loss: 3.0264 val loss: 1.5257 Epoch 35/100 ---------- lr: 0.001 train loss: 2.9956 val loss: 1.5951 Epoch 36/100 ---------- lr: 0.001 train loss: 3.0475 val loss: 1.6118 Epoch 37/100 ---------- lr: 0.001 train loss: 2.9645 val loss: 1.4497 Epoch 38/100 ---------- lr: 0.001 train loss: 2.9398 val loss: 1.5060 Epoch 39/100 ---------- lr: 0.001 train loss: 2.9158 val loss: 1.3553 Epoch 40/100 ---------- lr: 0.001 train loss: 2.8579 val loss: 1.3966 Epoch 41/100 ---------- lr: 0.001 train loss: 2.8410 val loss: 1.3504 Epoch 42/100 ---------- lr: 0.001 train loss: 2.9343 val loss: 2.4788 Epoch 43/100 ---------- lr: 0.001 train loss: 3.0764 val loss: 1.4589 Epoch 44/100 ---------- lr: 0.001 train loss: 2.8039 val loss: 1.3229 Epoch 45/100 ---------- lr: 0.001 train loss: 2.7465 val loss: 1.2758 Epoch 46/100 ---------- lr: 0.001 train loss: 2.7418 val loss: 1.2464 Epoch 47/100 ---------- lr: 0.001 train loss: 2.7260 val loss: 1.3545 Epoch 48/100 ---------- lr: 0.001 train loss: 2.7153 val loss: 1.2584 Epoch 49/100 ---------- lr: 0.001 train loss: 2.6943 val loss: 1.2023 Epoch 50/100 ---------- lr: 0.001 train loss: 2.6865 val loss: 1.2199 Epoch 51/100 ---------- lr: 0.001 train loss: 2.7377 val loss: 1.2104 Epoch 52/100 ---------- lr: 0.001 train loss: 2.6777 val loss: 1.2287 Epoch 53/100 ---------- lr: 0.001 train loss: 2.6431 val loss: 1.2697 Epoch 54/100 ---------- lr: 0.001 train loss: 2.6328 val loss: 1.1423 Epoch 55/100 ---------- lr: 0.001 train loss: 2.6472 val loss: 1.2244 Epoch 56/100 ---------- lr: 0.001 train loss: 2.7943 val loss: 1.4385 Epoch 57/100 ---------- lr: 0.001 train loss: 2.6811 val loss: 1.1957 Epoch 58/100 ---------- lr: 0.001 train loss: 2.5975 val loss: 1.1633 Epoch 59/100 ---------- lr: 0.001 train loss: 2.6047 val loss: 1.1894 Epoch 60/100 ---------- lr: 0.001 train loss: 2.5687 val loss: 1.1056 Epoch 61/100 ---------- lr: 0.001 train loss: 2.5472 val loss: 1.0878 Epoch 62/100 ---------- lr: 0.001 train loss: 2.6285 val loss: 1.2220 Epoch 63/100 ---------- lr: 0.001 train loss: 2.5398 val loss: 1.1696 Epoch 64/100 ---------- lr: 0.001 train loss: 2.5339 val loss: 1.1176 Epoch 65/100 ---------- lr: 0.001 train loss: 2.5366 val loss: 1.0961 Epoch 66/100 ---------- lr: 0.001 train loss: 2.7108 val loss: 1.2635 Epoch 67/100 ---------- lr: 0.001 train loss: 2.5581 val loss: 1.2605 Epoch 68/100 ---------- lr: 0.001 train loss: 2.5549 val loss: 1.0695 Epoch 69/100 ---------- lr: 0.001 train loss: 2.5005 val loss: 1.0047 Epoch 70/100 ---------- lr: 0.001 train loss: 2.4821 val loss: 1.0201 Epoch 71/100 ---------- lr: 0.001 train loss: 2.5608 val loss: 1.0996 Epoch 72/100 ---------- lr: 0.001 train loss: 2.5003 val loss: 1.0130 Epoch 73/100 ---------- lr: 0.001 train loss: 2.4541 val loss: 1.1359 Epoch 74/100 ---------- lr: 0.001 train loss: 2.4498 val loss: 0.9897 Epoch 75/100 ---------- lr: 0.001 train loss: 2.4372 val loss: 1.0712 Epoch 76/100 ---------- lr: 0.001 train loss: 2.4686 val loss: 0.9990 Epoch 77/100 ---------- lr: 0.001 train loss: 2.4393 val loss: 0.9939 Epoch 78/100 ---------- lr: 0.001 train loss: 2.4946 val loss: 1.0860 Epoch 79/100 ---------- lr: 0.001 train loss: 2.4176 val loss: 0.9982 Epoch 80/100 ---------- lr: 0.001 train loss: 2.4448 val loss: 1.0745 Epoch 81/100 ---------- lr: 0.001 train loss: 2.4135 val loss: 1.0055 Epoch 82/100 ---------- lr: 0.001 train loss: 2.4168 val loss: 0.9805 Epoch 83/100 ---------- lr: 0.001 train loss: 2.4732 val loss: 1.0478 Epoch 84/100 ---------- lr: 0.001 train loss: 2.3929 val loss: 0.9849 Epoch 85/100 ---------- lr: 0.001 train loss: 2.3696 val loss: 0.9867 Epoch 86/100 ---------- lr: 0.001 train loss: 2.3747 val loss: 0.9449 Epoch 87/100 ---------- lr: 0.001 train loss: 2.3714 val loss: 0.9176 Epoch 88/100 ---------- lr: 0.001 train loss: 2.3934 val loss: 1.1591 Epoch 89/100 ---------- lr: 0.001 train loss: 2.4211 val loss: 1.1409 Epoch 90/100 ---------- lr: 0.001 train loss: 2.3497 val loss: 0.9141 Epoch 91/100 ---------- lr: 0.001 train loss: 2.3511 val loss: 0.9306 Epoch 92/100 ---------- lr: 0.001 train loss: 2.3393 val loss: 0.9422 Epoch 93/100 ---------- lr: 0.001 train loss: 2.3398 val loss: 0.9493 Epoch 94/100 ---------- lr: 0.001 train loss: 2.3525 val loss: 1.0388 Epoch 95/100 ---------- lr: 0.001 train loss: 2.3623 val loss: 1.0074 Epoch 96/100 ---------- lr: 0.001 train loss: 2.4936 val loss: 1.0637 Epoch 97/100 ---------- lr: 0.001 train loss: 2.3437 val loss: 0.9000 Epoch 98/100 ---------- lr: 0.001 train loss: 2.3097 val loss: 0.8935 Epoch 99/100 ---------- lr: 0.001 train loss: 2.4070 val loss: 1.2298 Epoch 100/100 ---------- lr: 0.001 train loss: 2.4099 val loss: 0.8950 Training complete in 7m 7s Best val loss: 0.8935 at epoch 98 Val MSE at best epoch: 0.3080