Epoch 1/100 ---------- lr: 0.001 train loss: 12.3103 val loss: 4.9466 Epoch 2/100 ---------- lr: 0.001 train loss: 4.4880 val loss: 3.6949 Epoch 3/100 ---------- lr: 0.001 train loss: 3.8413 val loss: 3.1136 Epoch 4/100 ---------- lr: 0.001 train loss: 3.6335 val loss: 2.6722 Epoch 5/100 ---------- lr: 0.001 train loss: 3.2004 val loss: 2.2522 Epoch 6/100 ---------- lr: 0.001 train loss: 3.2095 val loss: 2.0538 Epoch 7/100 ---------- lr: 0.001 train loss: 2.8101 val loss: 1.8707 Epoch 8/100 ---------- lr: 0.001 train loss: 2.5968 val loss: 1.7813 Epoch 9/100 ---------- lr: 0.001 train loss: 2.4810 val loss: 1.7770 Epoch 10/100 ---------- lr: 0.001 train loss: 2.3394 val loss: 1.5941 Epoch 11/100 ---------- lr: 0.001 train loss: 2.2386 val loss: 1.7841 Epoch 12/100 ---------- lr: 0.001 train loss: 2.1468 val loss: 1.3987 Epoch 13/100 ---------- lr: 0.001 train loss: 2.0284 val loss: 1.1490 Epoch 14/100 ---------- lr: 0.001 train loss: 1.9504 val loss: 1.0675 Epoch 15/100 ---------- lr: 0.001 train loss: 1.9440 val loss: 1.2353 Epoch 16/100 ---------- lr: 0.001 train loss: 1.8842 val loss: 1.2467 Epoch 17/100 ---------- lr: 0.001 train loss: 1.8343 val loss: 1.2338 Epoch 18/100 ---------- lr: 0.001 train loss: 1.7338 val loss: 1.0018 Epoch 19/100 ---------- lr: 0.001 train loss: 1.6341 val loss: 0.8438 Epoch 20/100 ---------- lr: 0.001 train loss: 1.6191 val loss: 1.0090 Epoch 21/100 ---------- lr: 0.001 train loss: 1.5338 val loss: 0.8031 Epoch 22/100 ---------- lr: 0.001 train loss: 1.6662 val loss: 0.8969 Epoch 23/100 ---------- lr: 0.001 train loss: 1.5441 val loss: 0.7163 Epoch 24/100 ---------- lr: 0.001 train loss: 1.4902 val loss: 0.7220 Epoch 25/100 ---------- lr: 0.001 train loss: 1.4372 val loss: 0.6530 Epoch 26/100 ---------- lr: 0.001 train loss: 1.5107 val loss: 0.9051 Epoch 27/100 ---------- lr: 0.001 train loss: 1.4881 val loss: 0.6444 Epoch 28/100 ---------- lr: 0.001 train loss: 1.3896 val loss: 0.6057 Epoch 29/100 ---------- lr: 0.001 train loss: 1.3460 val loss: 0.6295 Epoch 30/100 ---------- lr: 0.001 train loss: 1.3392 val loss: 0.6053 Epoch 31/100 ---------- lr: 0.001 train loss: 1.3739 val loss: 0.6120 Epoch 32/100 ---------- lr: 0.001 train loss: 1.4018 val loss: 0.7235 Epoch 33/100 ---------- lr: 0.001 train loss: 1.3315 val loss: 0.5165 Epoch 34/100 ---------- lr: 0.001 train loss: 1.2290 val loss: 0.5143 Epoch 35/100 ---------- lr: 0.001 train loss: 1.1982 val loss: 0.4901 Epoch 36/100 ---------- lr: 0.001 train loss: 1.2531 val loss: 0.7806 Epoch 37/100 ---------- lr: 0.001 train loss: 1.2975 val loss: 0.4864 Epoch 38/100 ---------- lr: 0.001 train loss: 1.2041 val loss: 0.5393 Epoch 39/100 ---------- lr: 0.001 train loss: 1.2145 val loss: 0.4462 Epoch 40/100 ---------- lr: 0.001 train loss: 1.1620 val loss: 0.6017 Epoch 41/100 ---------- lr: 0.001 train loss: 1.2216 val loss: 0.4538 Epoch 42/100 ---------- lr: 0.001 train loss: 1.1503 val loss: 0.4409 Epoch 43/100 ---------- lr: 0.001 train loss: 1.1292 val loss: 0.3969 Epoch 44/100 ---------- lr: 0.001 train loss: 1.1111 val loss: 0.3969 Epoch 45/100 ---------- lr: 0.001 train loss: 1.7338 val loss: 0.9417 Epoch 46/100 ---------- lr: 0.001 train loss: 1.3987 val loss: 0.5536 Epoch 47/100 ---------- lr: 0.001 train loss: 1.2121 val loss: 0.4813 Epoch 48/100 ---------- lr: 0.001 train loss: 1.1476 val loss: 0.4530 Epoch 49/100 ---------- lr: 0.001 train loss: 1.1187 val loss: 0.4241 Epoch 50/100 ---------- lr: 0.001 train loss: 1.1054 val loss: 0.3983 Epoch 51/100 ---------- lr: 0.001 train loss: 1.0873 val loss: 0.3781 Epoch 52/100 ---------- lr: 0.001 train loss: 1.0826 val loss: 0.3882 Epoch 53/100 ---------- lr: 0.001 train loss: 1.0776 val loss: 0.3841 Epoch 54/100 ---------- lr: 0.001 train loss: 1.0760 val loss: 0.4532 Epoch 55/100 ---------- lr: 0.001 train loss: 1.1839 val loss: 0.4219 Epoch 56/100 ---------- lr: 0.001 train loss: 1.0765 val loss: 0.3906 Epoch 57/100 ---------- lr: 0.001 train loss: 1.0802 val loss: 0.4624 Epoch 58/100 ---------- lr: 0.001 train loss: 1.0713 val loss: 0.3903 Epoch 59/100 ---------- lr: 0.001 train loss: 1.0622 val loss: 0.3375 Epoch 60/100 ---------- lr: 0.001 train loss: 1.0438 val loss: 0.4266 Epoch 61/100 ---------- lr: 0.001 train loss: 1.0371 val loss: 0.4666 Epoch 62/100 ---------- lr: 0.001 train loss: 1.0732 val loss: 0.3584 Epoch 63/100 ---------- lr: 0.001 train loss: 1.0769 val loss: 0.3555 Epoch 64/100 ---------- lr: 0.001 train loss: 1.0191 val loss: 0.3188 Epoch 65/100 ---------- lr: 0.001 train loss: 1.0136 val loss: 0.3268 Epoch 66/100 ---------- lr: 0.001 train loss: 1.0690 val loss: 0.3433 Epoch 67/100 ---------- lr: 0.001 train loss: 1.0274 val loss: 0.3251 Epoch 68/100 ---------- lr: 0.001 train loss: 1.0155 val loss: 0.3002 Epoch 69/100 ---------- lr: 0.001 train loss: 1.0047 val loss: 0.3037 Epoch 70/100 ---------- lr: 0.001 train loss: 1.0123 val loss: 0.3267 Epoch 71/100 ---------- lr: 0.001 train loss: 1.0183 val loss: 0.3532 Epoch 72/100 ---------- lr: 0.001 train loss: 1.0977 val loss: 0.3376 Epoch 73/100 ---------- lr: 0.001 train loss: 0.9891 val loss: 0.2853 Epoch 74/100 ---------- lr: 0.001 train loss: 0.9908 val loss: 0.3015 Epoch 75/100 ---------- lr: 0.001 train loss: 0.9846 val loss: 0.3117 Epoch 76/100 ---------- lr: 0.001 train loss: 0.9812 val loss: 0.2964 Epoch 77/100 ---------- lr: 0.001 train loss: 0.9687 val loss: 0.2767 Epoch 78/100 ---------- lr: 0.001 train loss: 1.1075 val loss: 0.4090 Epoch 79/100 ---------- lr: 0.001 train loss: 1.0900 val loss: 0.3314 Epoch 80/100 ---------- lr: 0.001 train loss: 0.9825 val loss: 0.2925 Epoch 81/100 ---------- lr: 0.001 train loss: 0.9634 val loss: 0.2718 Epoch 82/100 ---------- lr: 0.001 train loss: 0.9721 val loss: 0.2796 Epoch 83/100 ---------- lr: 0.001 train loss: 0.9597 val loss: 0.2686 Epoch 84/100 ---------- lr: 0.001 train loss: 0.9608 val loss: 0.2736 Epoch 85/100 ---------- lr: 0.001 train loss: 0.9492 val loss: 0.2942 Epoch 86/100 ---------- lr: 0.001 train loss: 0.9678 val loss: 0.7521 Epoch 87/100 ---------- lr: 0.001 train loss: 1.0437 val loss: 0.3097 Epoch 88/100 ---------- lr: 0.001 train loss: 1.0548 val loss: 0.3386 Epoch 89/100 ---------- lr: 0.001 train loss: 0.9645 val loss: 0.2539 Epoch 90/100 ---------- lr: 0.001 train loss: 0.9463 val loss: 0.2577 Epoch 91/100 ---------- lr: 0.001 train loss: 0.9380 val loss: 0.2579 Epoch 92/100 ---------- lr: 0.001 train loss: 1.0117 val loss: 0.2751 Epoch 93/100 ---------- lr: 0.001 train loss: 0.9445 val loss: 0.3444 Epoch 94/100 ---------- lr: 0.001 train loss: 0.9343 val loss: 0.2560 Epoch 95/100 ---------- lr: 0.001 train loss: 0.9371 val loss: 0.2529 Epoch 96/100 ---------- lr: 0.001 train loss: 0.9652 val loss: 0.2549 Epoch 97/100 ---------- lr: 0.001 train loss: 0.9302 val loss: 0.2473 Epoch 98/100 ---------- lr: 0.001 train loss: 0.9532 val loss: 0.2406 Epoch 99/100 ---------- lr: 0.001 train loss: 0.9337 val loss: 0.2573 Epoch 100/100 ---------- lr: 0.001 train loss: 0.9354 val loss: 0.2538 Training complete in 13m 20s Best val loss: 0.2406 at epoch 98 Val MSE at best epoch: 0.1019