Epoch 1/100 ---------- lr: 0.001 train loss: 12.5382 val loss: 4.2101 Epoch 2/100 ---------- lr: 0.001 train loss: 4.3511 val loss: 3.4526 Epoch 3/100 ---------- lr: 0.001 train loss: 4.2114 val loss: 3.1540 Epoch 4/100 ---------- lr: 0.001 train loss: 3.4354 val loss: 2.9761 Epoch 5/100 ---------- lr: 0.001 train loss: 3.0511 val loss: 2.3264 Epoch 6/100 ---------- lr: 0.001 train loss: 2.8859 val loss: 2.2142 Epoch 7/100 ---------- lr: 0.001 train loss: 2.6671 val loss: 2.0748 Epoch 8/100 ---------- lr: 0.001 train loss: 2.4576 val loss: 1.9726 Epoch 9/100 ---------- lr: 0.001 train loss: 2.2548 val loss: 1.5868 Epoch 10/100 ---------- lr: 0.001 train loss: 2.1341 val loss: 1.4590 Epoch 11/100 ---------- lr: 0.001 train loss: 2.1877 val loss: 1.3391 Epoch 12/100 ---------- lr: 0.001 train loss: 1.8800 val loss: 1.3723 Epoch 13/100 ---------- lr: 0.001 train loss: 1.7864 val loss: 1.2641 Epoch 14/100 ---------- lr: 0.001 train loss: 1.8310 val loss: 1.4229 Epoch 15/100 ---------- lr: 0.001 train loss: 1.7625 val loss: 1.2308 Epoch 16/100 ---------- lr: 0.001 train loss: 1.5638 val loss: 0.9492 Epoch 17/100 ---------- lr: 0.001 train loss: 1.4519 val loss: 1.1044 Epoch 18/100 ---------- lr: 0.001 train loss: 1.4898 val loss: 0.9394 Epoch 19/100 ---------- lr: 0.001 train loss: 1.3577 val loss: 0.8186 Epoch 20/100 ---------- lr: 0.001 train loss: 1.3440 val loss: 0.8943 Epoch 21/100 ---------- lr: 0.001 train loss: 1.3521 val loss: 0.7586 Epoch 22/100 ---------- lr: 0.001 train loss: 1.2454 val loss: 0.7467 Epoch 23/100 ---------- lr: 0.001 train loss: 1.3075 val loss: 0.8892 Epoch 24/100 ---------- lr: 0.001 train loss: 1.2218 val loss: 0.7241 Epoch 25/100 ---------- lr: 0.001 train loss: 1.1424 val loss: 0.6857 Epoch 26/100 ---------- lr: 0.001 train loss: 1.1235 val loss: 0.6384 Epoch 27/100 ---------- lr: 0.001 train loss: 1.1041 val loss: 0.5781 Epoch 28/100 ---------- lr: 0.001 train loss: 1.1097 val loss: 0.6371 Epoch 29/100 ---------- lr: 0.001 train loss: 1.1126 val loss: 0.6522 Epoch 30/100 ---------- lr: 0.001 train loss: 1.0485 val loss: 0.5771 Epoch 31/100 ---------- lr: 0.001 train loss: 1.0511 val loss: 0.6425 Epoch 32/100 ---------- lr: 0.001 train loss: 1.1011 val loss: 0.6238 Epoch 33/100 ---------- lr: 0.001 train loss: 0.9766 val loss: 0.5277 Epoch 34/100 ---------- lr: 0.001 train loss: 0.9453 val loss: 0.5200 Epoch 35/100 ---------- lr: 0.001 train loss: 0.9398 val loss: 0.4735 Epoch 36/100 ---------- lr: 0.001 train loss: 1.0030 val loss: 0.5570 Epoch 37/100 ---------- lr: 0.001 train loss: 0.9657 val loss: 0.4778 Epoch 38/100 ---------- lr: 0.001 train loss: 1.1047 val loss: 0.5642 Epoch 39/100 ---------- lr: 0.001 train loss: 0.9350 val loss: 0.5207 Epoch 40/100 ---------- lr: 0.001 train loss: 0.9000 val loss: 0.4447 Epoch 41/100 ---------- lr: 0.001 train loss: 0.8633 val loss: 0.4331 Epoch 42/100 ---------- lr: 0.001 train loss: 0.8595 val loss: 0.4800 Epoch 43/100 ---------- lr: 0.001 train loss: 0.8804 val loss: 0.7942 Epoch 44/100 ---------- lr: 0.001 train loss: 0.8751 val loss: 0.4152 Epoch 45/100 ---------- lr: 0.001 train loss: 0.8864 val loss: 0.4348 Epoch 46/100 ---------- lr: 0.001 train loss: 0.8665 val loss: 0.5359 Epoch 47/100 ---------- lr: 0.001 train loss: 0.8632 val loss: 0.4217 Epoch 48/100 ---------- lr: 0.001 train loss: 0.8253 val loss: 0.3968 Epoch 49/100 ---------- lr: 0.001 train loss: 0.8029 val loss: 0.3709 Epoch 50/100 ---------- lr: 0.001 train loss: 0.8016 val loss: 0.3927 Epoch 51/100 ---------- lr: 0.001 train loss: 0.8052 val loss: 0.3611 Epoch 52/100 ---------- lr: 0.001 train loss: 0.7979 val loss: 0.4185 Epoch 53/100 ---------- lr: 0.001 train loss: 0.9339 val loss: 0.5462 Epoch 54/100 ---------- lr: 0.001 train loss: 0.8562 val loss: 0.3944 Epoch 55/100 ---------- lr: 0.001 train loss: 0.7900 val loss: 0.3728 Epoch 56/100 ---------- lr: 0.001 train loss: 0.7717 val loss: 0.3334 Epoch 57/100 ---------- lr: 0.001 train loss: 0.7742 val loss: 0.3238 Epoch 58/100 ---------- lr: 0.001 train loss: 0.7691 val loss: 0.3146 Epoch 59/100 ---------- lr: 0.001 train loss: 0.7543 val loss: 0.3274 Epoch 60/100 ---------- lr: 0.001 train loss: 0.7725 val loss: 0.4975 Epoch 61/100 ---------- lr: 0.001 train loss: 0.7573 val loss: 0.3139 Epoch 62/100 ---------- lr: 0.001 train loss: 0.7578 val loss: 0.3159 Epoch 63/100 ---------- lr: 0.001 train loss: 0.7361 val loss: 0.3198 Epoch 64/100 ---------- lr: 0.001 train loss: 0.7516 val loss: 0.3797 Epoch 65/100 ---------- lr: 0.001 train loss: 0.7912 val loss: 0.3026 Epoch 66/100 ---------- lr: 0.001 train loss: 0.7205 val loss: 0.3005 Epoch 67/100 ---------- lr: 0.001 train loss: 0.7245 val loss: 0.3260 Epoch 68/100 ---------- lr: 0.001 train loss: 0.7264 val loss: 0.2931 Epoch 69/100 ---------- lr: 0.001 train loss: 0.7550 val loss: 1.3851 Epoch 70/100 ---------- lr: 0.001 train loss: 1.0850 val loss: 0.5022 Epoch 71/100 ---------- lr: 0.001 train loss: 0.8522 val loss: 0.3635 Epoch 72/100 ---------- lr: 0.001 train loss: 0.7867 val loss: 0.3886 Epoch 73/100 ---------- lr: 0.001 train loss: 0.7711 val loss: 0.3259 Epoch 74/100 ---------- lr: 0.001 train loss: 0.7377 val loss: 0.3045 Epoch 75/100 ---------- lr: 0.001 train loss: 0.7260 val loss: 0.2916 Epoch 76/100 ---------- lr: 0.001 train loss: 0.7228 val loss: 0.2922 Epoch 77/100 ---------- lr: 0.001 train loss: 0.7092 val loss: 0.2870 Epoch 78/100 ---------- lr: 0.001 train loss: 0.7021 val loss: 0.2744 Epoch 79/100 ---------- lr: 0.001 train loss: 0.7128 val loss: 0.2987 Epoch 80/100 ---------- lr: 0.001 train loss: 0.7104 val loss: 0.2712 Epoch 81/100 ---------- lr: 0.001 train loss: 0.6938 val loss: 0.2840 Epoch 82/100 ---------- lr: 0.001 train loss: 0.6976 val loss: 0.2898 Epoch 83/100 ---------- lr: 0.001 train loss: 0.7019 val loss: 0.2760 Epoch 84/100 ---------- lr: 0.001 train loss: 0.6910 val loss: 0.2884 Epoch 85/100 ---------- lr: 0.001 train loss: 0.7225 val loss: 0.3525 Epoch 86/100 ---------- lr: 0.001 train loss: 0.7668 val loss: 0.3120 Epoch 87/100 ---------- lr: 0.001 train loss: 0.7035 val loss: 0.2732 Epoch 88/100 ---------- lr: 0.001 train loss: 0.6826 val loss: 0.2536 Epoch 89/100 ---------- lr: 0.001 train loss: 0.6747 val loss: 0.2517 Epoch 90/100 ---------- lr: 0.001 train loss: 0.6929 val loss: 0.3361 Epoch 91/100 ---------- lr: 0.001 train loss: 0.7131 val loss: 0.2548 Epoch 92/100 ---------- lr: 0.001 train loss: 0.7383 val loss: 0.3999 Epoch 93/100 ---------- lr: 0.001 train loss: 0.7509 val loss: 0.2779 Epoch 94/100 ---------- lr: 0.001 train loss: 0.6786 val loss: 0.2630 Epoch 95/100 ---------- lr: 0.001 train loss: 0.6714 val loss: 0.2598 Epoch 96/100 ---------- lr: 0.001 train loss: 0.7028 val loss: 0.2698 Epoch 97/100 ---------- lr: 0.001 train loss: 0.6827 val loss: 0.2663 Epoch 98/100 ---------- lr: 0.001 train loss: 0.7241 val loss: 0.3130 Epoch 99/100 ---------- lr: 0.001 train loss: 0.6927 val loss: 0.2733 Epoch 100/100 ---------- lr: 0.001 train loss: 0.6652 val loss: 0.2407 Training complete in 7m 39s Best val loss: 0.2407 at epoch 100 Val MSE at best epoch: 0.1020