Epoch 1/100 ---------- lr: 0.005 train loss: 11.5870 val loss: 3.4772 Epoch 2/100 ---------- lr: 0.005 train loss: 4.5395 val loss: 2.7543 Epoch 3/100 ---------- lr: 0.005 train loss: 4.0184 val loss: 2.6754 Epoch 4/100 ---------- lr: 0.005 train loss: 3.8692 val loss: 2.3705 Epoch 5/100 ---------- lr: 0.005 train loss: 3.6352 val loss: 2.2128 Epoch 6/100 ---------- lr: 0.005 train loss: 3.3568 val loss: 1.8624 Epoch 7/100 ---------- lr: 0.005 train loss: 3.3281 val loss: 2.0635 Epoch 8/100 ---------- lr: 0.005 train loss: 3.1622 val loss: 1.7949 Epoch 9/100 ---------- lr: 0.005 train loss: 3.0525 val loss: 1.6656 Epoch 10/100 ---------- lr: 0.005 train loss: 3.0461 val loss: 1.6264 Epoch 11/100 ---------- lr: 0.005 train loss: 2.8539 val loss: 1.4765 Epoch 12/100 ---------- lr: 0.005 train loss: 2.7249 val loss: 1.3512 Epoch 13/100 ---------- lr: 0.005 train loss: 2.6968 val loss: 1.2874 Epoch 14/100 ---------- lr: 0.005 train loss: 3.3735 val loss: 1.8317 Epoch 15/100 ---------- lr: 0.005 train loss: 2.9145 val loss: 1.4711 Epoch 16/100 ---------- lr: 0.005 train loss: 2.7155 val loss: 1.3330 Epoch 17/100 ---------- lr: 0.005 train loss: 2.7254 val loss: 1.4267 Epoch 18/100 ---------- lr: 0.005 train loss: 2.6115 val loss: 1.1669 Epoch 19/100 ---------- lr: 0.005 train loss: 2.5241 val loss: 1.1828 Epoch 20/100 ---------- lr: 0.005 train loss: 2.5049 val loss: 1.1071 Epoch 21/100 ---------- lr: 0.005 train loss: 2.4798 val loss: 1.0870 Epoch 22/100 ---------- lr: 0.005 train loss: 2.4332 val loss: 1.0560 Epoch 23/100 ---------- lr: 0.005 train loss: 2.5898 val loss: 1.1822 Epoch 24/100 ---------- lr: 0.005 train loss: 2.3781 val loss: 1.0954 Epoch 25/100 ---------- lr: 0.005 train loss: 2.3714 val loss: 1.0521 Epoch 26/100 ---------- lr: 0.005 train loss: 2.4173 val loss: 0.9704 Epoch 27/100 ---------- lr: 0.005 train loss: 2.3860 val loss: 1.7598 Epoch 28/100 ---------- lr: 0.005 train loss: 2.5093 val loss: 0.9633 Epoch 29/100 ---------- lr: 0.005 train loss: 2.3120 val loss: 0.9242 Epoch 30/100 ---------- lr: 0.005 train loss: 2.2669 val loss: 1.0575 Epoch 31/100 ---------- lr: 0.005 train loss: 2.2496 val loss: 1.0418 Epoch 32/100 ---------- lr: 0.005 train loss: 2.3694 val loss: 0.9370 Epoch 33/100 ---------- lr: 0.005 train loss: 2.4414 val loss: 0.9881 Epoch 34/100 ---------- lr: 0.005 train loss: 2.3022 val loss: 0.9958 Epoch 35/100 ---------- lr: 0.005 train loss: 2.2360 val loss: 0.8219 Epoch 36/100 ---------- lr: 0.005 train loss: 2.2249 val loss: 0.8332 Epoch 37/100 ---------- lr: 0.005 train loss: 2.1776 val loss: 0.8695 Epoch 38/100 ---------- lr: 0.005 train loss: 2.3997 val loss: 1.2448 Epoch 39/100 ---------- lr: 0.005 train loss: 2.3760 val loss: 0.9216 Epoch 40/100 ---------- lr: 0.005 train loss: 2.2631 val loss: 0.8987 Epoch 41/100 ---------- lr: 0.005 train loss: 2.3043 val loss: 0.8931 Epoch 42/100 ---------- lr: 0.005 train loss: 2.1877 val loss: 0.8141 Epoch 43/100 ---------- lr: 0.005 train loss: 2.1870 val loss: 0.8237 Epoch 44/100 ---------- lr: 0.005 train loss: 2.1908 val loss: 0.9651 Epoch 45/100 ---------- lr: 0.005 train loss: 2.1237 val loss: 0.8541 Epoch 46/100 ---------- lr: 0.005 train loss: 2.1047 val loss: 0.7374 Epoch 47/100 ---------- lr: 0.005 train loss: 2.1021 val loss: 0.7510 Epoch 48/100 ---------- lr: 0.005 train loss: 2.0828 val loss: 0.7482 Epoch 49/100 ---------- lr: 0.005 train loss: 2.0814 val loss: 0.8530 Epoch 50/100 ---------- lr: 0.005 train loss: 2.2983 val loss: 0.8946 Epoch 51/100 ---------- lr: 0.005 train loss: 2.1516 val loss: 0.6836 Epoch 52/100 ---------- lr: 0.005 train loss: 2.0713 val loss: 0.6756 Epoch 53/100 ---------- lr: 0.005 train loss: 2.0427 val loss: 0.6945 Epoch 54/100 ---------- lr: 0.005 train loss: 2.0494 val loss: 0.8126 Epoch 55/100 ---------- lr: 0.005 train loss: 2.1371 val loss: 0.7477 Epoch 56/100 ---------- lr: 0.005 train loss: 2.0234 val loss: 0.7198 Epoch 57/100 ---------- lr: 0.005 train loss: 2.0109 val loss: 0.7237 Epoch 58/100 ---------- lr: 0.005 train loss: 2.1778 val loss: 0.9765 Epoch 59/100 ---------- lr: 0.005 train loss: 2.0767 val loss: 0.6859 Epoch 60/100 ---------- lr: 0.005 train loss: 2.0779 val loss: 0.8432 Epoch 61/100 ---------- lr: 0.005 train loss: 2.0220 val loss: 0.6816 Epoch 62/100 ---------- lr: 0.005 train loss: 2.0431 val loss: 0.7575 Epoch 63/100 ---------- lr: 0.005 train loss: 2.0590 val loss: 0.9109 Epoch 64/100 ---------- lr: 0.005 train loss: 2.0817 val loss: 0.8134 Epoch 65/100 ---------- lr: 0.005 train loss: 2.0996 val loss: 0.7854 Epoch 66/100 ---------- lr: 0.005 train loss: 2.0239 val loss: 0.6534 Epoch 67/100 ---------- lr: 0.005 train loss: 1.9693 val loss: 0.7542 Epoch 68/100 ---------- lr: 0.005 train loss: 2.0352 val loss: 0.6863 Epoch 69/100 ---------- lr: 0.005 train loss: 1.9745 val loss: 0.6572 Epoch 70/100 ---------- lr: 0.005 train loss: 2.0449 val loss: 0.6821 Epoch 71/100 ---------- lr: 0.005 train loss: 2.1291 val loss: 0.8229 Epoch 72/100 ---------- lr: 0.005 train loss: 1.9984 val loss: 0.6566 Epoch 73/100 ---------- lr: 0.005 train loss: 1.9607 val loss: 0.6332 Epoch 74/100 ---------- lr: 0.005 train loss: 1.9434 val loss: 0.5897 Epoch 75/100 ---------- lr: 0.005 train loss: 1.9786 val loss: 0.6679 Epoch 76/100 ---------- lr: 0.005 train loss: 1.9826 val loss: 0.6965 Epoch 77/100 ---------- lr: 0.005 train loss: 2.0147 val loss: 0.7850 Epoch 78/100 ---------- lr: 0.005 train loss: 1.9733 val loss: 0.6772 Epoch 79/100 ---------- lr: 0.005 train loss: 1.9763 val loss: 0.7626 Epoch 80/100 ---------- lr: 0.005 train loss: 1.9789 val loss: 0.6437 Epoch 81/100 ---------- lr: 0.005 train loss: 1.9560 val loss: 0.6243 Epoch 82/100 ---------- lr: 0.005 train loss: 2.0067 val loss: 0.5883 Epoch 83/100 ---------- lr: 0.005 train loss: 1.9396 val loss: 0.6109 Epoch 84/100 ---------- lr: 0.005 train loss: 2.0458 val loss: 0.8079 Epoch 85/100 ---------- lr: 0.005 train loss: 1.9942 val loss: 0.7018 Epoch 86/100 ---------- lr: 0.005 train loss: 1.9578 val loss: 0.6720 Epoch 87/100 ---------- lr: 0.005 train loss: 2.2603 val loss: 1.3838 Epoch 88/100 ---------- lr: 0.005 train loss: 2.2566 val loss: 0.7751 Epoch 89/100 ---------- lr: 0.005 train loss: 2.0051 val loss: 0.7319 Epoch 90/100 ---------- lr: 0.005 train loss: 1.9520 val loss: 0.6475 Epoch 91/100 ---------- lr: 0.005 train loss: 1.9523 val loss: 0.5963 Epoch 92/100 ---------- lr: 0.005 train loss: 1.9354 val loss: 0.6079 Epoch 93/100 ---------- lr: 0.005 train loss: 1.9380 val loss: 0.6415 Epoch 94/100 ---------- lr: 0.005 train loss: 2.1234 val loss: 0.7175 Epoch 95/100 ---------- lr: 0.005 train loss: 1.9621 val loss: 0.6183 Epoch 96/100 ---------- lr: 0.005 train loss: 1.9213 val loss: 0.6021 Epoch 97/100 ---------- lr: 0.005 train loss: 1.9053 val loss: 0.6056 Epoch 98/100 ---------- lr: 0.005 train loss: 1.9674 val loss: 0.5947 Epoch 99/100 ---------- lr: 0.005 train loss: 1.9358 val loss: 0.6041 Epoch 100/100 ---------- lr: 0.005 train loss: 2.0614 val loss: 0.7520 Training complete in 4m 33s Best val loss: 0.5883 at epoch 82 Val MSE at best epoch: 0.2360