Epoch 1/100 ---------- lr: 0.005 train loss: 6.6761 val loss: 3.6559 Epoch 2/100 ---------- lr: 0.005 train loss: 3.7112 val loss: 3.3779 Epoch 3/100 ---------- lr: 0.005 train loss: 3.0028 val loss: 2.2970 Epoch 4/100 ---------- lr: 0.005 train loss: 2.5065 val loss: 2.7305 Epoch 5/100 ---------- lr: 0.005 train loss: 2.6392 val loss: 1.7019 Epoch 6/100 ---------- lr: 0.005 train loss: 2.1068 val loss: 1.5562 Epoch 7/100 ---------- lr: 0.005 train loss: 2.2850 val loss: 1.7771 Epoch 8/100 ---------- lr: 0.005 train loss: 1.9686 val loss: 1.1738 Epoch 9/100 ---------- lr: 0.005 train loss: 2.1485 val loss: 1.5931 Epoch 10/100 ---------- lr: 0.005 train loss: 1.6932 val loss: 1.2341 Epoch 11/100 ---------- lr: 0.005 train loss: 1.4637 val loss: 1.0074 Epoch 12/100 ---------- lr: 0.005 train loss: 1.4097 val loss: 0.9744 Epoch 13/100 ---------- lr: 0.005 train loss: 1.3018 val loss: 0.9322 Epoch 14/100 ---------- lr: 0.005 train loss: 1.2225 val loss: 0.8424 Epoch 15/100 ---------- lr: 0.005 train loss: 1.1620 val loss: 0.8160 Epoch 16/100 ---------- lr: 0.005 train loss: 1.1684 val loss: 0.6762 Epoch 17/100 ---------- lr: 0.005 train loss: 1.1415 val loss: 0.7606 Epoch 18/100 ---------- lr: 0.005 train loss: 1.1477 val loss: 0.7278 Epoch 19/100 ---------- lr: 0.005 train loss: 1.0003 val loss: 0.6488 Epoch 20/100 ---------- lr: 0.005 train loss: 1.1563 val loss: 0.5888 Epoch 21/100 ---------- lr: 0.005 train loss: 0.9676 val loss: 0.8071 Epoch 22/100 ---------- lr: 0.005 train loss: 0.9318 val loss: 0.7319 Epoch 23/100 ---------- lr: 0.005 train loss: 0.9735 val loss: 0.7209 Epoch 24/100 ---------- lr: 0.005 train loss: 1.0268 val loss: 0.4666 Epoch 25/100 ---------- lr: 0.005 train loss: 0.8561 val loss: 0.4374 Epoch 26/100 ---------- lr: 0.005 train loss: 0.8275 val loss: 0.4542 Epoch 27/100 ---------- lr: 0.005 train loss: 0.8826 val loss: 0.5380 Epoch 28/100 ---------- lr: 0.005 train loss: 0.8807 val loss: 0.7059 Epoch 29/100 ---------- lr: 0.005 train loss: 1.1927 val loss: 0.7719 Epoch 30/100 ---------- lr: 0.005 train loss: 0.9507 val loss: 0.5633 Epoch 31/100 ---------- lr: 0.005 train loss: 0.7920 val loss: 0.4200 Epoch 32/100 ---------- lr: 0.005 train loss: 0.7256 val loss: 0.4007 Epoch 33/100 ---------- lr: 0.005 train loss: 0.7218 val loss: 0.4110 Epoch 34/100 ---------- lr: 0.005 train loss: 0.7173 val loss: 0.3563 Epoch 35/100 ---------- lr: 0.005 train loss: 0.7452 val loss: 0.4040 Epoch 36/100 ---------- lr: 0.005 train loss: 0.7281 val loss: 0.5924 Epoch 37/100 ---------- lr: 0.005 train loss: 0.8215 val loss: 0.3405 Epoch 38/100 ---------- lr: 0.005 train loss: 0.6690 val loss: 0.3438 Epoch 39/100 ---------- lr: 0.005 train loss: 0.7052 val loss: 0.3807 Epoch 40/100 ---------- lr: 0.005 train loss: 0.6885 val loss: 0.4394 Epoch 41/100 ---------- lr: 0.005 train loss: 0.7240 val loss: 0.3973 Epoch 42/100 ---------- lr: 0.005 train loss: 0.7016 val loss: 0.3834 Epoch 43/100 ---------- lr: 0.005 train loss: 0.7413 val loss: 0.3608 Epoch 44/100 ---------- lr: 0.005 train loss: 0.7721 val loss: 0.4492 Epoch 45/100 ---------- lr: 0.005 train loss: 0.6457 val loss: 0.2861 Epoch 46/100 ---------- lr: 0.005 train loss: 0.6344 val loss: 0.3458 Epoch 47/100 ---------- lr: 0.005 train loss: 0.7340 val loss: 0.8502 Epoch 48/100 ---------- lr: 0.005 train loss: 1.5317 val loss: 0.7317 Epoch 49/100 ---------- lr: 0.005 train loss: 0.8635 val loss: 0.4527 Epoch 50/100 ---------- lr: 0.005 train loss: 0.7462 val loss: 0.4065 Epoch 51/100 ---------- lr: 0.005 train loss: 0.6979 val loss: 0.3221 Epoch 52/100 ---------- lr: 0.005 train loss: 0.6780 val loss: 0.3012 Epoch 53/100 ---------- lr: 0.005 train loss: 0.6702 val loss: 0.3270 Epoch 54/100 ---------- lr: 0.005 train loss: 0.6546 val loss: 0.3223 Epoch 55/100 ---------- lr: 0.005 train loss: 0.6435 val loss: 0.3057 Epoch 56/100 ---------- lr: 0.005 train loss: 0.6435 val loss: 0.3000 Epoch 57/100 ---------- lr: 0.005 train loss: 0.6385 val loss: 0.2821 Epoch 58/100 ---------- lr: 0.005 train loss: 0.6572 val loss: 0.3310 Epoch 59/100 ---------- lr: 0.005 train loss: 0.6216 val loss: 0.3925 Epoch 60/100 ---------- lr: 0.005 train loss: 0.6210 val loss: 0.2601 Epoch 61/100 ---------- lr: 0.005 train loss: 0.5931 val loss: 0.2721 Epoch 62/100 ---------- lr: 0.005 train loss: 0.7544 val loss: 0.5611 Epoch 63/100 ---------- lr: 0.005 train loss: 0.7416 val loss: 0.5462 Epoch 64/100 ---------- lr: 0.005 train loss: 0.8526 val loss: 0.3547 Epoch 65/100 ---------- lr: 0.005 train loss: 0.7198 val loss: 0.7676 Epoch 66/100 ---------- lr: 0.005 train loss: 0.7762 val loss: 0.3526 Epoch 67/100 ---------- lr: 0.005 train loss: 0.6510 val loss: 0.3333 Epoch 68/100 ---------- lr: 0.005 train loss: 0.6013 val loss: 0.2729 Epoch 69/100 ---------- lr: 0.005 train loss: 0.5769 val loss: 0.2786 Epoch 70/100 ---------- lr: 0.005 train loss: 0.5797 val loss: 0.2606 Epoch 71/100 ---------- lr: 0.005 train loss: 0.5920 val loss: 0.2432 Epoch 72/100 ---------- lr: 0.005 train loss: 0.7351 val loss: 1.1629 Epoch 73/100 ---------- lr: 0.005 train loss: 1.1135 val loss: 0.6088 Epoch 74/100 ---------- lr: 0.005 train loss: 0.7147 val loss: 0.3155 Epoch 75/100 ---------- lr: 0.005 train loss: 0.6242 val loss: 0.3309 Epoch 76/100 ---------- lr: 0.005 train loss: 0.5897 val loss: 0.2813 Epoch 77/100 ---------- lr: 0.005 train loss: 0.5677 val loss: 0.2725 Epoch 78/100 ---------- lr: 0.005 train loss: 0.5877 val loss: 0.3324 Epoch 79/100 ---------- lr: 0.005 train loss: 0.6057 val loss: 0.2587 Epoch 80/100 ---------- lr: 0.005 train loss: 0.6248 val loss: 0.2952 Epoch 81/100 ---------- lr: 0.005 train loss: 0.5828 val loss: 0.2457 Epoch 82/100 ---------- lr: 0.005 train loss: 0.5668 val loss: 0.2790 Epoch 83/100 ---------- lr: 0.005 train loss: 0.6038 val loss: 0.3190 Epoch 84/100 ---------- lr: 0.005 train loss: 0.7025 val loss: 0.5136 Epoch 85/100 ---------- lr: 0.005 train loss: 0.6846 val loss: 0.2658 Epoch 86/100 ---------- lr: 0.005 train loss: 0.5619 val loss: 0.2772 Epoch 87/100 ---------- lr: 0.005 train loss: 0.5670 val loss: 0.2487 Epoch 88/100 ---------- lr: 0.005 train loss: 0.5656 val loss: 0.2711 Epoch 89/100 ---------- lr: 0.005 train loss: 0.5817 val loss: 0.2764 Epoch 90/100 ---------- lr: 0.005 train loss: 0.6337 val loss: 0.4588 Epoch 91/100 ---------- lr: 0.005 train loss: 0.6281 val loss: 0.2405 Epoch 92/100 ---------- lr: 0.005 train loss: 0.5430 val loss: 0.2324 Epoch 93/100 ---------- lr: 0.005 train loss: 0.5345 val loss: 0.2511 Epoch 94/100 ---------- lr: 0.005 train loss: 0.5743 val loss: 0.3503 Epoch 95/100 ---------- lr: 0.005 train loss: 4.9337 val loss: 8.4016 Epoch 96/100 ---------- lr: 0.005 train loss: 9.0050 val loss: 7.1916 Epoch 97/100 ---------- lr: 0.005 train loss: 10.4558 val loss: 9.4324 Epoch 98/100 ---------- lr: 0.005 train loss: 9.3986 val loss: 7.8539 Epoch 99/100 ---------- lr: 0.005 train loss: 7.8456 val loss: 7.0635 Epoch 100/100 ---------- lr: 0.005 train loss: 7.8965 val loss: 7.0514 Training complete in 10m 31s Best val loss: 0.2324 at epoch 92 Val MSE at best epoch: 0.0988