Epoch 1/100 ---------- lr: 0.001 train loss: 36.3361 val loss: 7.1806 Epoch 2/100 ---------- lr: 0.001 train loss: 7.1257 val loss: 5.1429 Epoch 3/100 ---------- lr: 0.001 train loss: 5.8254 val loss: 4.2712 Epoch 4/100 ---------- lr: 0.001 train loss: 5.1967 val loss: 3.9818 Epoch 5/100 ---------- lr: 0.001 train loss: 4.5039 val loss: 3.4935 Epoch 6/100 ---------- lr: 0.001 train loss: 4.4121 val loss: 3.1735 Epoch 7/100 ---------- lr: 0.001 train loss: 3.8942 val loss: 2.9785 Epoch 8/100 ---------- lr: 0.001 train loss: 3.5803 val loss: 2.6466 Epoch 9/100 ---------- lr: 0.001 train loss: 3.3646 val loss: 2.3790 Epoch 10/100 ---------- lr: 0.001 train loss: 3.1607 val loss: 2.2322 Epoch 11/100 ---------- lr: 0.001 train loss: 2.9941 val loss: 2.1595 Epoch 12/100 ---------- lr: 0.001 train loss: 2.8668 val loss: 2.0167 Epoch 13/100 ---------- lr: 0.001 train loss: 2.7195 val loss: 1.9527 Epoch 14/100 ---------- lr: 0.001 train loss: 2.6818 val loss: 1.8013 Epoch 15/100 ---------- lr: 0.001 train loss: 2.5555 val loss: 1.7938 Epoch 16/100 ---------- lr: 0.001 train loss: 2.4258 val loss: 1.6389 Epoch 17/100 ---------- lr: 0.001 train loss: 2.2864 val loss: 1.4890 Epoch 18/100 ---------- lr: 0.001 train loss: 2.2775 val loss: 1.4971 Epoch 19/100 ---------- lr: 0.001 train loss: 2.3274 val loss: 2.2567 Epoch 20/100 ---------- lr: 0.001 train loss: 2.3192 val loss: 1.3822 Epoch 21/100 ---------- lr: 0.001 train loss: 2.0507 val loss: 1.2245 Epoch 22/100 ---------- lr: 0.001 train loss: 2.0790 val loss: 1.2974 Epoch 23/100 ---------- lr: 0.001 train loss: 2.1095 val loss: 1.2087 Epoch 24/100 ---------- lr: 0.001 train loss: 1.9295 val loss: 1.0769 Epoch 25/100 ---------- lr: 0.001 train loss: 1.8609 val loss: 1.1161 Epoch 26/100 ---------- lr: 0.001 train loss: 2.0334 val loss: 1.1393 Epoch 27/100 ---------- lr: 0.001 train loss: 1.8213 val loss: 1.0559 Epoch 28/100 ---------- lr: 0.001 train loss: 1.7682 val loss: 1.0544 Epoch 29/100 ---------- lr: 0.001 train loss: 1.7354 val loss: 1.0348 Epoch 30/100 ---------- lr: 0.001 train loss: 1.7005 val loss: 0.9179 Epoch 31/100 ---------- lr: 0.001 train loss: 1.7075 val loss: 1.0745 Epoch 32/100 ---------- lr: 0.001 train loss: 1.6936 val loss: 0.9101 Epoch 33/100 ---------- lr: 0.001 train loss: 1.6345 val loss: 0.8656 Epoch 34/100 ---------- lr: 0.001 train loss: 1.6478 val loss: 0.9375 Epoch 35/100 ---------- lr: 0.001 train loss: 1.6070 val loss: 0.8418 Epoch 36/100 ---------- lr: 0.001 train loss: 1.5524 val loss: 0.7723 Epoch 37/100 ---------- lr: 0.001 train loss: 1.5303 val loss: 0.8348 Epoch 38/100 ---------- lr: 0.001 train loss: 1.5680 val loss: 0.8161 Epoch 39/100 ---------- lr: 0.001 train loss: 1.4939 val loss: 0.7630 Epoch 40/100 ---------- lr: 0.001 train loss: 1.4861 val loss: 0.8106 Epoch 41/100 ---------- lr: 0.001 train loss: 1.4992 val loss: 0.7501 Epoch 42/100 ---------- lr: 0.001 train loss: 1.4769 val loss: 0.7333 Epoch 43/100 ---------- lr: 0.001 train loss: 1.4281 val loss: 0.7129 Epoch 44/100 ---------- lr: 0.001 train loss: 1.7117 val loss: 0.8022 Epoch 45/100 ---------- lr: 0.001 train loss: 1.4469 val loss: 0.6990 Epoch 46/100 ---------- lr: 0.001 train loss: 1.3944 val loss: 0.6845 Epoch 47/100 ---------- lr: 0.001 train loss: 1.3785 val loss: 0.6321 Epoch 48/100 ---------- lr: 0.001 train loss: 1.3758 val loss: 0.6760 Epoch 49/100 ---------- lr: 0.001 train loss: 1.3980 val loss: 0.7991 Epoch 50/100 ---------- lr: 0.001 train loss: 1.3808 val loss: 0.6611 Epoch 51/100 ---------- lr: 0.001 train loss: 1.3477 val loss: 0.6511 Epoch 52/100 ---------- lr: 0.001 train loss: 1.3667 val loss: 0.6788 Epoch 53/100 ---------- lr: 0.001 train loss: 1.3291 val loss: 0.6622 Epoch 54/100 ---------- lr: 0.001 train loss: 1.3183 val loss: 0.6015 Epoch 55/100 ---------- lr: 0.001 train loss: 1.3239 val loss: 0.6732 Epoch 56/100 ---------- lr: 0.001 train loss: 1.3583 val loss: 0.5947 Epoch 57/100 ---------- lr: 0.001 train loss: 1.2812 val loss: 0.5957 Epoch 58/100 ---------- lr: 0.001 train loss: 1.2793 val loss: 0.5869 Epoch 59/100 ---------- lr: 0.001 train loss: 1.2814 val loss: 0.5832 Epoch 60/100 ---------- lr: 0.001 train loss: 1.2768 val loss: 0.6617 Epoch 61/100 ---------- lr: 0.001 train loss: 1.4642 val loss: 0.6793 Epoch 62/100 ---------- lr: 0.001 train loss: 1.2938 val loss: 0.5554 Epoch 63/100 ---------- lr: 0.001 train loss: 1.2450 val loss: 0.5295 Epoch 64/100 ---------- lr: 0.001 train loss: 1.2326 val loss: 0.5350 Epoch 65/100 ---------- lr: 0.001 train loss: 1.2349 val loss: 0.5641 Epoch 66/100 ---------- lr: 0.001 train loss: 1.2381 val loss: 0.5120 Epoch 67/100 ---------- lr: 0.001 train loss: 1.2274 val loss: 0.5524 Epoch 68/100 ---------- lr: 0.001 train loss: 1.2223 val loss: 0.5087 Epoch 69/100 ---------- lr: 0.001 train loss: 1.2108 val loss: 0.5566 Epoch 70/100 ---------- lr: 0.001 train loss: 1.2125 val loss: 0.5189 Epoch 71/100 ---------- lr: 0.001 train loss: 1.1999 val loss: 0.4841 Epoch 72/100 ---------- lr: 0.001 train loss: 1.1954 val loss: 0.5400 Epoch 73/100 ---------- lr: 0.001 train loss: 1.2993 val loss: 0.6984 Epoch 74/100 ---------- lr: 0.001 train loss: 1.3654 val loss: 0.5670 Epoch 75/100 ---------- lr: 0.001 train loss: 1.2109 val loss: 0.4655 Epoch 76/100 ---------- lr: 0.001 train loss: 1.2841 val loss: 0.4866 Epoch 77/100 ---------- lr: 0.001 train loss: 1.1839 val loss: 0.4672 Epoch 78/100 ---------- lr: 0.001 train loss: 1.1758 val loss: 0.4876 Epoch 79/100 ---------- lr: 0.001 train loss: 1.1649 val loss: 0.4665 Epoch 80/100 ---------- lr: 0.001 train loss: 1.1577 val loss: 0.5008 Epoch 81/100 ---------- lr: 0.001 train loss: 1.1655 val loss: 0.4606 Epoch 82/100 ---------- lr: 0.001 train loss: 1.1912 val loss: 0.4968 Epoch 83/100 ---------- lr: 0.001 train loss: 1.1553 val loss: 0.4606 Epoch 84/100 ---------- lr: 0.001 train loss: 1.1401 val loss: 0.4865 Epoch 85/100 ---------- lr: 0.001 train loss: 1.1631 val loss: 0.4688 Epoch 86/100 ---------- lr: 0.001 train loss: 1.1561 val loss: 0.4905 Epoch 87/100 ---------- lr: 0.001 train loss: 1.1453 val loss: 0.4507 Epoch 88/100 ---------- lr: 0.001 train loss: 1.1481 val loss: 0.4358 Epoch 89/100 ---------- lr: 0.001 train loss: 1.1345 val loss: 0.4529 Epoch 90/100 ---------- lr: 0.001 train loss: 1.4007 val loss: 0.7234 Epoch 91/100 ---------- lr: 0.001 train loss: 1.2476 val loss: 0.4359 Epoch 92/100 ---------- lr: 0.001 train loss: 1.1338 val loss: 0.4357 Epoch 93/100 ---------- lr: 0.001 train loss: 1.1101 val loss: 0.4691 Epoch 94/100 ---------- lr: 0.001 train loss: 1.1085 val loss: 0.4255 Epoch 95/100 ---------- lr: 0.001 train loss: 1.1068 val loss: 0.4191 Epoch 96/100 ---------- lr: 0.001 train loss: 1.1616 val loss: 0.4741 Epoch 97/100 ---------- lr: 0.001 train loss: 1.1086 val loss: 0.4108 Epoch 98/100 ---------- lr: 0.001 train loss: 1.1010 val loss: 0.4340 Epoch 99/100 ---------- lr: 0.001 train loss: 1.1068 val loss: 0.4492 Epoch 100/100 ---------- lr: 0.001 train loss: 1.1029 val loss: 0.4174 Training complete in 10m 20s Best val loss: 0.4108 at epoch 97 Val MSE at best epoch: 0.1441