Epoch 1/100 ---------- lr: 0.001 train loss: 23.9810 val loss: 5.4511 Epoch 2/100 ---------- lr: 0.001 train loss: 6.0050 val loss: 3.7538 Epoch 3/100 ---------- lr: 0.001 train loss: 4.9641 val loss: 3.1171 Epoch 4/100 ---------- lr: 0.001 train loss: 4.4521 val loss: 3.0324 Epoch 5/100 ---------- lr: 0.001 train loss: 4.2878 val loss: 2.9113 Epoch 6/100 ---------- lr: 0.001 train loss: 4.0450 val loss: 2.3961 Epoch 7/100 ---------- lr: 0.001 train loss: 3.8301 val loss: 2.2528 Epoch 8/100 ---------- lr: 0.001 train loss: 3.6472 val loss: 1.8970 Epoch 9/100 ---------- lr: 0.001 train loss: 3.5564 val loss: 2.1014 Epoch 10/100 ---------- lr: 0.001 train loss: 3.4657 val loss: 1.9283 Epoch 11/100 ---------- lr: 0.001 train loss: 3.3087 val loss: 1.7263 Epoch 12/100 ---------- lr: 0.001 train loss: 3.2035 val loss: 1.6440 Epoch 13/100 ---------- lr: 0.001 train loss: 3.1478 val loss: 1.7294 Epoch 14/100 ---------- lr: 0.001 train loss: 3.1470 val loss: 1.6560 Epoch 15/100 ---------- lr: 0.001 train loss: 3.0331 val loss: 1.3710 Epoch 16/100 ---------- lr: 0.001 train loss: 2.9589 val loss: 1.4656 Epoch 17/100 ---------- lr: 0.001 train loss: 2.9152 val loss: 1.4978 Epoch 18/100 ---------- lr: 0.001 train loss: 2.8871 val loss: 1.3064 Epoch 19/100 ---------- lr: 0.001 train loss: 2.7897 val loss: 1.2384 Epoch 20/100 ---------- lr: 0.001 train loss: 2.8220 val loss: 1.3567 Epoch 21/100 ---------- lr: 0.001 train loss: 2.7011 val loss: 1.3332 Epoch 22/100 ---------- lr: 0.001 train loss: 2.6829 val loss: 1.1498 Epoch 23/100 ---------- lr: 0.001 train loss: 2.6428 val loss: 1.2617 Epoch 24/100 ---------- lr: 0.001 train loss: 2.6128 val loss: 1.0297 Epoch 25/100 ---------- lr: 0.001 train loss: 2.5370 val loss: 1.0499 Epoch 26/100 ---------- lr: 0.001 train loss: 2.7539 val loss: 1.6057 Epoch 27/100 ---------- lr: 0.001 train loss: 2.5710 val loss: 0.9956 Epoch 28/100 ---------- lr: 0.001 train loss: 2.4473 val loss: 0.9957 Epoch 29/100 ---------- lr: 0.001 train loss: 2.5198 val loss: 1.1124 Epoch 30/100 ---------- lr: 0.001 train loss: 2.5175 val loss: 0.9784 Epoch 31/100 ---------- lr: 0.001 train loss: 2.5041 val loss: 0.9689 Epoch 32/100 ---------- lr: 0.001 train loss: 2.4064 val loss: 0.9184 Epoch 33/100 ---------- lr: 0.001 train loss: 2.3583 val loss: 0.8867 Epoch 34/100 ---------- lr: 0.001 train loss: 2.3436 val loss: 0.8757 Epoch 35/100 ---------- lr: 0.001 train loss: 2.3584 val loss: 0.8258 Epoch 36/100 ---------- lr: 0.001 train loss: 2.2735 val loss: 0.8103 Epoch 37/100 ---------- lr: 0.001 train loss: 2.2758 val loss: 0.8482 Epoch 38/100 ---------- lr: 0.001 train loss: 2.2614 val loss: 0.7784 Epoch 39/100 ---------- lr: 0.001 train loss: 2.2955 val loss: 0.8299 Epoch 40/100 ---------- lr: 0.001 train loss: 2.3034 val loss: 0.7756 Epoch 41/100 ---------- lr: 0.001 train loss: 2.2025 val loss: 0.8682 Epoch 42/100 ---------- lr: 0.001 train loss: 2.2100 val loss: 0.7640 Epoch 43/100 ---------- lr: 0.001 train loss: 2.1805 val loss: 0.7383 Epoch 44/100 ---------- lr: 0.001 train loss: 2.2033 val loss: 0.7031 Epoch 45/100 ---------- lr: 0.001 train loss: 2.1754 val loss: 0.7400 Epoch 46/100 ---------- lr: 0.001 train loss: 2.1457 val loss: 0.7530 Epoch 47/100 ---------- lr: 0.001 train loss: 2.1431 val loss: 0.7854 Epoch 48/100 ---------- lr: 0.001 train loss: 2.0994 val loss: 0.6667 Epoch 49/100 ---------- lr: 0.001 train loss: 2.1310 val loss: 0.7351 Epoch 50/100 ---------- lr: 0.001 train loss: 2.1246 val loss: 0.6766 Epoch 51/100 ---------- lr: 0.001 train loss: 2.0894 val loss: 0.6458 Epoch 52/100 ---------- lr: 0.001 train loss: 2.1212 val loss: 0.7039 Epoch 53/100 ---------- lr: 0.001 train loss: 2.1278 val loss: 0.6105 Epoch 54/100 ---------- lr: 0.001 train loss: 2.0506 val loss: 0.5987 Epoch 55/100 ---------- lr: 0.001 train loss: 2.0490 val loss: 0.6546 Epoch 56/100 ---------- lr: 0.001 train loss: 2.0691 val loss: 0.6784 Epoch 57/100 ---------- lr: 0.001 train loss: 2.0298 val loss: 0.7518 Epoch 58/100 ---------- lr: 0.001 train loss: 2.2559 val loss: 1.5547 Epoch 59/100 ---------- lr: 0.001 train loss: 2.3798 val loss: 0.6891 Epoch 60/100 ---------- lr: 0.001 train loss: 2.0629 val loss: 0.7255 Epoch 61/100 ---------- lr: 0.001 train loss: 2.0235 val loss: 0.6305 Epoch 62/100 ---------- lr: 0.001 train loss: 1.9823 val loss: 0.5753 Epoch 63/100 ---------- lr: 0.001 train loss: 1.9831 val loss: 0.5766 Epoch 64/100 ---------- lr: 0.001 train loss: 2.0187 val loss: 0.6727 Epoch 65/100 ---------- lr: 0.001 train loss: 1.9954 val loss: 0.5478 Epoch 66/100 ---------- lr: 0.001 train loss: 1.9757 val loss: 0.5728 Epoch 67/100 ---------- lr: 0.001 train loss: 2.0196 val loss: 0.6055 Epoch 68/100 ---------- lr: 0.001 train loss: 1.9711 val loss: 0.5427 Epoch 69/100 ---------- lr: 0.001 train loss: 1.9802 val loss: 0.5611 Epoch 70/100 ---------- lr: 0.001 train loss: 1.9675 val loss: 0.5362 Epoch 71/100 ---------- lr: 0.001 train loss: 1.9317 val loss: 0.5096 Epoch 72/100 ---------- lr: 0.001 train loss: 2.0655 val loss: 0.9652 Epoch 73/100 ---------- lr: 0.001 train loss: 2.0102 val loss: 0.5526 Epoch 74/100 ---------- lr: 0.001 train loss: 1.9502 val loss: 0.5229 Epoch 75/100 ---------- lr: 0.001 train loss: 1.9379 val loss: 0.5032 Epoch 76/100 ---------- lr: 0.001 train loss: 1.9273 val loss: 0.4982 Epoch 77/100 ---------- lr: 0.001 train loss: 1.9178 val loss: 0.5001 Epoch 78/100 ---------- lr: 0.001 train loss: 1.9176 val loss: 0.5155 Epoch 79/100 ---------- lr: 0.001 train loss: 1.9487 val loss: 0.5139 Epoch 80/100 ---------- lr: 0.001 train loss: 1.9861 val loss: 0.5393 Epoch 81/100 ---------- lr: 0.001 train loss: 1.9205 val loss: 0.4825 Epoch 82/100 ---------- lr: 0.001 train loss: 1.8968 val loss: 0.4737 Epoch 83/100 ---------- lr: 0.001 train loss: 1.8935 val loss: 0.5004 Epoch 84/100 ---------- lr: 0.001 train loss: 1.8947 val loss: 0.5359 Epoch 85/100 ---------- lr: 0.001 train loss: 1.9262 val loss: 0.5077 Epoch 86/100 ---------- lr: 0.001 train loss: 1.9014 val loss: 0.5035 Epoch 87/100 ---------- lr: 0.001 train loss: 1.8753 val loss: 0.4514 Epoch 88/100 ---------- lr: 0.001 train loss: 1.8717 val loss: 0.4666 Epoch 89/100 ---------- lr: 0.001 train loss: 1.8886 val loss: 0.4605 Epoch 90/100 ---------- lr: 0.001 train loss: 1.8909 val loss: 0.5158 Epoch 91/100 ---------- lr: 0.001 train loss: 1.8967 val loss: 0.5015 Epoch 92/100 ---------- lr: 0.001 train loss: 1.9002 val loss: 0.4789 Epoch 93/100 ---------- lr: 0.001 train loss: 1.8623 val loss: 0.4602 Epoch 94/100 ---------- lr: 0.001 train loss: 1.8494 val loss: 0.4721 Epoch 95/100 ---------- lr: 0.001 train loss: 1.8700 val loss: 0.4284 Epoch 96/100 ---------- lr: 0.001 train loss: 1.8632 val loss: 0.5234 Epoch 97/100 ---------- lr: 0.001 train loss: 1.9101 val loss: 0.4415 Epoch 98/100 ---------- lr: 0.001 train loss: 1.8415 val loss: 0.4557 Epoch 99/100 ---------- lr: 0.001 train loss: 1.8354 val loss: 0.4151 Epoch 100/100 ---------- lr: 0.001 train loss: 1.8373 val loss: 0.4653 Training complete in 15m 34s Best val loss: 0.4151 at epoch 99 Val MSE at best epoch: 0.1754