Epoch 1/100 ---------- lr: 0.005 train loss: 13.8486 val loss: 4.5196 Epoch 2/100 ---------- lr: 0.005 train loss: 4.7199 val loss: 3.3026 Epoch 3/100 ---------- lr: 0.005 train loss: 3.9405 val loss: 3.2112 Epoch 4/100 ---------- lr: 0.005 train loss: 3.5126 val loss: 2.6944 Epoch 5/100 ---------- lr: 0.005 train loss: 3.1393 val loss: 2.5915 Epoch 6/100 ---------- lr: 0.005 train loss: 2.8640 val loss: 2.1405 Epoch 7/100 ---------- lr: 0.005 train loss: 2.4891 val loss: 1.6772 Epoch 8/100 ---------- lr: 0.005 train loss: 2.5580 val loss: 2.4611 Epoch 9/100 ---------- lr: 0.005 train loss: 2.3989 val loss: 1.5133 Epoch 10/100 ---------- lr: 0.005 train loss: 2.1373 val loss: 1.4776 Epoch 11/100 ---------- lr: 0.005 train loss: 2.2000 val loss: 1.4033 Epoch 12/100 ---------- lr: 0.005 train loss: 2.1102 val loss: 1.4439 Epoch 13/100 ---------- lr: 0.005 train loss: 1.7301 val loss: 1.0287 Epoch 14/100 ---------- lr: 0.005 train loss: 1.6239 val loss: 1.0494 Epoch 15/100 ---------- lr: 0.005 train loss: 1.5382 val loss: 0.8812 Epoch 16/100 ---------- lr: 0.005 train loss: 1.4516 val loss: 1.0493 Epoch 17/100 ---------- lr: 0.005 train loss: 1.6293 val loss: 1.2506 Epoch 18/100 ---------- lr: 0.005 train loss: 1.7121 val loss: 1.0742 Epoch 19/100 ---------- lr: 0.005 train loss: 1.3709 val loss: 0.9809 Epoch 20/100 ---------- lr: 0.005 train loss: 1.3939 val loss: 0.8425 Epoch 21/100 ---------- lr: 0.005 train loss: 1.3785 val loss: 1.1157 Epoch 22/100 ---------- lr: 0.005 train loss: 1.3245 val loss: 0.7611 Epoch 23/100 ---------- lr: 0.005 train loss: 1.3038 val loss: 0.6735 Epoch 24/100 ---------- lr: 0.005 train loss: 1.1665 val loss: 0.9055 Epoch 25/100 ---------- lr: 0.005 train loss: 1.1789 val loss: 0.8999 Epoch 26/100 ---------- lr: 0.005 train loss: 1.1806 val loss: 0.8127 Epoch 27/100 ---------- lr: 0.005 train loss: 1.1594 val loss: 0.6675 Epoch 28/100 ---------- lr: 0.005 train loss: 1.1674 val loss: 0.6830 Epoch 29/100 ---------- lr: 0.005 train loss: 1.0814 val loss: 0.9525 Epoch 30/100 ---------- lr: 0.005 train loss: 1.8160 val loss: 0.8958 Epoch 31/100 ---------- lr: 0.005 train loss: 1.1804 val loss: 0.5617 Epoch 32/100 ---------- lr: 0.005 train loss: 0.9848 val loss: 0.5637 Epoch 33/100 ---------- lr: 0.005 train loss: 0.9997 val loss: 0.5944 Epoch 34/100 ---------- lr: 0.005 train loss: 1.0113 val loss: 0.5004 Epoch 35/100 ---------- lr: 0.005 train loss: 0.9680 val loss: 0.6281 Epoch 36/100 ---------- lr: 0.005 train loss: 0.9913 val loss: 0.5154 Epoch 37/100 ---------- lr: 0.005 train loss: 0.9611 val loss: 0.4505 Epoch 38/100 ---------- lr: 0.005 train loss: 0.9583 val loss: 0.5311 Epoch 39/100 ---------- lr: 0.005 train loss: 0.9541 val loss: 0.4585 Epoch 40/100 ---------- lr: 0.005 train loss: 1.0001 val loss: 0.5481 Epoch 41/100 ---------- lr: 0.005 train loss: 1.4651 val loss: 0.6776 Epoch 42/100 ---------- lr: 0.005 train loss: 1.0642 val loss: 0.4587 Epoch 43/100 ---------- lr: 0.005 train loss: 0.9281 val loss: 0.4167 Epoch 44/100 ---------- lr: 0.005 train loss: 0.8678 val loss: 0.3695 Epoch 45/100 ---------- lr: 0.005 train loss: 0.8672 val loss: 0.3804 Epoch 46/100 ---------- lr: 0.005 train loss: 0.8624 val loss: 0.3870 Epoch 47/100 ---------- lr: 0.005 train loss: 0.9508 val loss: 0.6366 Epoch 48/100 ---------- lr: 0.005 train loss: 1.0201 val loss: 0.4952 Epoch 49/100 ---------- lr: 0.005 train loss: 0.9381 val loss: 0.5668 Epoch 50/100 ---------- lr: 0.005 train loss: 0.9268 val loss: 0.3656 Epoch 51/100 ---------- lr: 0.005 train loss: 0.8246 val loss: 0.3360 Epoch 52/100 ---------- lr: 0.005 train loss: 0.8335 val loss: 0.4179 Epoch 53/100 ---------- lr: 0.005 train loss: 0.8659 val loss: 0.4377 Epoch 54/100 ---------- lr: 0.005 train loss: 1.0502 val loss: 0.7208 Epoch 55/100 ---------- lr: 0.005 train loss: 0.9888 val loss: 0.4160 Epoch 56/100 ---------- lr: 0.005 train loss: 0.8456 val loss: 0.3552 Epoch 57/100 ---------- lr: 0.005 train loss: 0.8200 val loss: 0.3446 Epoch 58/100 ---------- lr: 0.005 train loss: 0.8730 val loss: 0.3452 Epoch 59/100 ---------- lr: 0.005 train loss: 0.8396 val loss: 0.3767 Epoch 60/100 ---------- lr: 0.005 train loss: 0.8260 val loss: 0.3894 Epoch 61/100 ---------- lr: 0.005 train loss: 0.7947 val loss: 0.3216 Epoch 62/100 ---------- lr: 0.005 train loss: 0.8468 val loss: 0.3926 Epoch 63/100 ---------- lr: 0.005 train loss: 1.1686 val loss: 0.6069 Epoch 64/100 ---------- lr: 0.005 train loss: 0.9501 val loss: 0.3650 Epoch 65/100 ---------- lr: 0.005 train loss: 0.8137 val loss: 0.3586 Epoch 66/100 ---------- lr: 0.005 train loss: 0.8463 val loss: 0.3884 Epoch 67/100 ---------- lr: 0.005 train loss: 0.9006 val loss: 0.3422 Epoch 68/100 ---------- lr: 0.005 train loss: 0.7956 val loss: 0.2980 Epoch 69/100 ---------- lr: 0.005 train loss: 0.7738 val loss: 0.3058 Epoch 70/100 ---------- lr: 0.005 train loss: 0.7927 val loss: 0.3038 Epoch 71/100 ---------- lr: 0.005 train loss: 0.7710 val loss: 0.3551 Epoch 72/100 ---------- lr: 0.005 train loss: 0.7846 val loss: 0.3335 Epoch 73/100 ---------- lr: 0.005 train loss: 0.8316 val loss: 0.4215 Epoch 74/100 ---------- lr: 0.005 train loss: 0.9916 val loss: 0.4463 Epoch 75/100 ---------- lr: 0.005 train loss: 0.8705 val loss: 0.4487 Epoch 76/100 ---------- lr: 0.005 train loss: 0.8071 val loss: 0.3202 Epoch 77/100 ---------- lr: 0.005 train loss: 0.7618 val loss: 0.2867 Epoch 78/100 ---------- lr: 0.005 train loss: 0.7464 val loss: 0.3200 Epoch 79/100 ---------- lr: 0.005 train loss: 0.7563 val loss: 0.3225 Epoch 80/100 ---------- lr: 0.005 train loss: 0.7960 val loss: 0.3984 Epoch 81/100 ---------- lr: 0.005 train loss: 0.7997 val loss: 0.2727 Epoch 82/100 ---------- lr: 0.005 train loss: 0.7700 val loss: 0.3397 Epoch 83/100 ---------- lr: 0.005 train loss: 0.7797 val loss: 0.2991 Epoch 84/100 ---------- lr: 0.005 train loss: 0.7576 val loss: 0.3035 Epoch 85/100 ---------- lr: 0.005 train loss: 0.7806 val loss: 0.3848 Epoch 86/100 ---------- lr: 0.005 train loss: 0.8616 val loss: 0.4906 Epoch 87/100 ---------- lr: 0.005 train loss: 0.9629 val loss: 0.4549 Epoch 88/100 ---------- lr: 0.005 train loss: 0.9597 val loss: 0.4802 Epoch 89/100 ---------- lr: 0.005 train loss: 0.8340 val loss: 0.3011 Epoch 90/100 ---------- lr: 0.005 train loss: 0.7473 val loss: 0.2505 Epoch 91/100 ---------- lr: 0.005 train loss: 0.7291 val loss: 0.2407 Epoch 92/100 ---------- lr: 0.005 train loss: 0.7306 val loss: 0.2936 Epoch 93/100 ---------- lr: 0.005 train loss: 0.7527 val loss: 0.2497 Epoch 94/100 ---------- lr: 0.005 train loss: 0.7688 val loss: 0.3452 Epoch 95/100 ---------- lr: 0.005 train loss: 0.7855 val loss: 0.2581 Epoch 96/100 ---------- lr: 0.005 train loss: 0.7391 val loss: 0.2506 Epoch 97/100 ---------- lr: 0.005 train loss: 0.7559 val loss: 0.2699 Epoch 98/100 ---------- lr: 0.005 train loss: 0.7605 val loss: 0.2949 Epoch 99/100 ---------- lr: 0.005 train loss: 0.7856 val loss: 0.3110 Epoch 100/100 ---------- lr: 0.005 train loss: 0.8129 val loss: 0.3680 Training complete in 10m 19s Best val loss: 0.2407 at epoch 91 Val MSE at best epoch: 0.0859