Epoch 1/100 ---------- lr: 0.001 train loss: 19.5196 val loss: 4.5618 Epoch 2/100 ---------- lr: 0.001 train loss: 5.6701 val loss: 3.3492 Epoch 3/100 ---------- lr: 0.001 train loss: 4.8793 val loss: 3.0891 Epoch 4/100 ---------- lr: 0.001 train loss: 4.4109 val loss: 2.6937 Epoch 5/100 ---------- lr: 0.001 train loss: 4.1659 val loss: 2.6015 Epoch 6/100 ---------- lr: 0.001 train loss: 3.9406 val loss: 2.3213 Epoch 7/100 ---------- lr: 0.001 train loss: 3.7976 val loss: 2.1886 Epoch 8/100 ---------- lr: 0.001 train loss: 3.8240 val loss: 2.2571 Epoch 9/100 ---------- lr: 0.001 train loss: 3.5328 val loss: 2.1133 Epoch 10/100 ---------- lr: 0.001 train loss: 3.3994 val loss: 1.8170 Epoch 11/100 ---------- lr: 0.001 train loss: 3.2897 val loss: 1.8361 Epoch 12/100 ---------- lr: 0.001 train loss: 3.2009 val loss: 1.6217 Epoch 13/100 ---------- lr: 0.001 train loss: 3.0897 val loss: 1.6339 Epoch 14/100 ---------- lr: 0.001 train loss: 3.0978 val loss: 1.6585 Epoch 15/100 ---------- lr: 0.001 train loss: 3.0765 val loss: 1.6115 Epoch 16/100 ---------- lr: 0.001 train loss: 2.9300 val loss: 1.4055 Epoch 17/100 ---------- lr: 0.001 train loss: 2.8954 val loss: 1.4478 Epoch 18/100 ---------- lr: 0.001 train loss: 3.2320 val loss: 1.4292 Epoch 19/100 ---------- lr: 0.001 train loss: 2.8548 val loss: 1.4032 Epoch 20/100 ---------- lr: 0.001 train loss: 2.7983 val loss: 1.2913 Epoch 21/100 ---------- lr: 0.001 train loss: 2.7333 val loss: 1.2149 Epoch 22/100 ---------- lr: 0.001 train loss: 2.7000 val loss: 1.2063 Epoch 23/100 ---------- lr: 0.001 train loss: 2.6680 val loss: 1.1659 Epoch 24/100 ---------- lr: 0.001 train loss: 2.6999 val loss: 2.6646 Epoch 25/100 ---------- lr: 0.001 train loss: 2.8735 val loss: 1.2690 Epoch 26/100 ---------- lr: 0.001 train loss: 2.6735 val loss: 1.2109 Epoch 27/100 ---------- lr: 0.001 train loss: 2.5639 val loss: 1.1437 Epoch 28/100 ---------- lr: 0.001 train loss: 2.5016 val loss: 1.1047 Epoch 29/100 ---------- lr: 0.001 train loss: 2.4935 val loss: 1.0741 Epoch 30/100 ---------- lr: 0.001 train loss: 2.5128 val loss: 1.1154 Epoch 31/100 ---------- lr: 0.001 train loss: 2.4623 val loss: 1.0484 Epoch 32/100 ---------- lr: 0.001 train loss: 2.4321 val loss: 1.0072 Epoch 33/100 ---------- lr: 0.001 train loss: 2.4012 val loss: 1.0048 Epoch 34/100 ---------- lr: 0.001 train loss: 2.3975 val loss: 0.9872 Epoch 35/100 ---------- lr: 0.001 train loss: 2.4033 val loss: 0.9486 Epoch 36/100 ---------- lr: 0.001 train loss: 2.3571 val loss: 0.9643 Epoch 37/100 ---------- lr: 0.001 train loss: 2.3650 val loss: 0.9086 Epoch 38/100 ---------- lr: 0.001 train loss: 2.3649 val loss: 0.8754 Epoch 39/100 ---------- lr: 0.001 train loss: 2.4100 val loss: 0.9976 Epoch 40/100 ---------- lr: 0.001 train loss: 2.2923 val loss: 0.8912 Epoch 41/100 ---------- lr: 0.001 train loss: 2.2868 val loss: 0.8813 Epoch 42/100 ---------- lr: 0.001 train loss: 2.2579 val loss: 0.8490 Epoch 43/100 ---------- lr: 0.001 train loss: 2.3293 val loss: 1.0381 Epoch 44/100 ---------- lr: 0.001 train loss: 2.2582 val loss: 0.8672 Epoch 45/100 ---------- lr: 0.001 train loss: 2.1986 val loss: 0.7863 Epoch 46/100 ---------- lr: 0.001 train loss: 2.2398 val loss: 0.8090 Epoch 47/100 ---------- lr: 0.001 train loss: 2.1626 val loss: 0.7551 Epoch 48/100 ---------- lr: 0.001 train loss: 2.1683 val loss: 0.7879 Epoch 49/100 ---------- lr: 0.001 train loss: 2.2221 val loss: 0.8390 Epoch 50/100 ---------- lr: 0.001 train loss: 2.1573 val loss: 0.7568 Epoch 51/100 ---------- lr: 0.001 train loss: 2.1462 val loss: 0.7238 Epoch 52/100 ---------- lr: 0.001 train loss: 2.1526 val loss: 1.0004 Epoch 53/100 ---------- lr: 0.001 train loss: 2.8303 val loss: 0.9152 Epoch 54/100 ---------- lr: 0.001 train loss: 2.2461 val loss: 0.7629 Epoch 55/100 ---------- lr: 0.001 train loss: 2.1599 val loss: 0.7330 Epoch 56/100 ---------- lr: 0.001 train loss: 2.1185 val loss: 0.7300 Epoch 57/100 ---------- lr: 0.001 train loss: 2.1444 val loss: 0.7320 Epoch 58/100 ---------- lr: 0.001 train loss: 2.0936 val loss: 0.7104 Epoch 59/100 ---------- lr: 0.001 train loss: 2.1023 val loss: 0.7278 Epoch 60/100 ---------- lr: 0.001 train loss: 2.1007 val loss: 0.7422 Epoch 61/100 ---------- lr: 0.001 train loss: 2.3666 val loss: 1.1508 Epoch 62/100 ---------- lr: 0.001 train loss: 2.2353 val loss: 0.7710 Epoch 63/100 ---------- lr: 0.001 train loss: 2.1189 val loss: 0.7136 Epoch 64/100 ---------- lr: 0.001 train loss: 2.0723 val loss: 0.7020 Epoch 65/100 ---------- lr: 0.001 train loss: 2.0563 val loss: 0.6758 Epoch 66/100 ---------- lr: 0.001 train loss: 2.0419 val loss: 0.6747 Epoch 67/100 ---------- lr: 0.001 train loss: 2.0339 val loss: 0.6354 Epoch 68/100 ---------- lr: 0.001 train loss: 2.0188 val loss: 0.6727 Epoch 69/100 ---------- lr: 0.001 train loss: 2.0407 val loss: 0.6432 Epoch 70/100 ---------- lr: 0.001 train loss: 2.0415 val loss: 0.7134 Epoch 71/100 ---------- lr: 0.001 train loss: 2.0813 val loss: 0.6671 Epoch 72/100 ---------- lr: 0.001 train loss: 2.0453 val loss: 0.7608 Epoch 73/100 ---------- lr: 0.001 train loss: 2.0119 val loss: 0.6219 Epoch 74/100 ---------- lr: 0.001 train loss: 1.9896 val loss: 0.6124 Epoch 75/100 ---------- lr: 0.001 train loss: 1.9747 val loss: 0.6597 Epoch 76/100 ---------- lr: 0.001 train loss: 2.0334 val loss: 0.6428 Epoch 77/100 ---------- lr: 0.001 train loss: 1.9983 val loss: 0.8565 Epoch 78/100 ---------- lr: 0.001 train loss: 2.0128 val loss: 0.7525 Epoch 79/100 ---------- lr: 0.001 train loss: 2.0033 val loss: 0.6495 Epoch 80/100 ---------- lr: 0.001 train loss: 1.9638 val loss: 0.5769 Epoch 81/100 ---------- lr: 0.001 train loss: 1.9553 val loss: 0.6531 Epoch 82/100 ---------- lr: 0.001 train loss: 2.0701 val loss: 0.6250 Epoch 83/100 ---------- lr: 0.001 train loss: 1.9549 val loss: 0.5865 Epoch 84/100 ---------- lr: 0.001 train loss: 1.9410 val loss: 0.5610 Epoch 85/100 ---------- lr: 0.001 train loss: 1.9413 val loss: 0.5791 Epoch 86/100 ---------- lr: 0.001 train loss: 1.9205 val loss: 0.5429 Epoch 87/100 ---------- lr: 0.001 train loss: 1.9202 val loss: 0.5526 Epoch 88/100 ---------- lr: 0.001 train loss: 1.9772 val loss: 0.5850 Epoch 89/100 ---------- lr: 0.001 train loss: 1.9369 val loss: 0.5827 Epoch 90/100 ---------- lr: 0.001 train loss: 1.9127 val loss: 0.5325 Epoch 91/100 ---------- lr: 0.001 train loss: 1.9198 val loss: 0.7112 Epoch 92/100 ---------- lr: 0.001 train loss: 1.9121 val loss: 0.5199 Epoch 93/100 ---------- lr: 0.001 train loss: 1.9794 val loss: 0.5959 Epoch 94/100 ---------- lr: 0.001 train loss: 1.9142 val loss: 0.5431 Epoch 95/100 ---------- lr: 0.001 train loss: 1.9192 val loss: 0.5683 Epoch 96/100 ---------- lr: 0.001 train loss: 1.9015 val loss: 0.5608 Epoch 97/100 ---------- lr: 0.001 train loss: 1.9020 val loss: 0.5341 Epoch 98/100 ---------- lr: 0.001 train loss: 1.8909 val loss: 0.4969 Epoch 99/100 ---------- lr: 0.001 train loss: 1.8685 val loss: 0.5358 Epoch 100/100 ---------- lr: 0.001 train loss: 1.8877 val loss: 0.5068 Training complete in 9m 16s Best val loss: 0.4969 at epoch 98 Val MSE at best epoch: 0.2102