Epoch 1/100 ---------- lr: 0.001 train loss: 17.8879 val loss: 4.7516 Epoch 2/100 ---------- lr: 0.001 train loss: 4.8353 val loss: 3.7177 Epoch 3/100 ---------- lr: 0.001 train loss: 4.0967 val loss: 2.9060 Epoch 4/100 ---------- lr: 0.001 train loss: 3.6401 val loss: 2.7171 Epoch 5/100 ---------- lr: 0.001 train loss: 3.4303 val loss: 2.5987 Epoch 6/100 ---------- lr: 0.001 train loss: 3.1233 val loss: 2.2176 Epoch 7/100 ---------- lr: 0.001 train loss: 2.9108 val loss: 1.9455 Epoch 8/100 ---------- lr: 0.001 train loss: 2.7235 val loss: 1.8354 Epoch 9/100 ---------- lr: 0.001 train loss: 2.5774 val loss: 1.7547 Epoch 10/100 ---------- lr: 0.001 train loss: 2.4350 val loss: 1.7612 Epoch 11/100 ---------- lr: 0.001 train loss: 2.4328 val loss: 1.7508 Epoch 12/100 ---------- lr: 0.001 train loss: 2.2388 val loss: 1.4155 Epoch 13/100 ---------- lr: 0.001 train loss: 2.2880 val loss: 1.4685 Epoch 14/100 ---------- lr: 0.001 train loss: 2.1342 val loss: 1.4417 Epoch 15/100 ---------- lr: 0.001 train loss: 1.9850 val loss: 1.1663 Epoch 16/100 ---------- lr: 0.001 train loss: 1.9297 val loss: 1.2226 Epoch 17/100 ---------- lr: 0.001 train loss: 1.8859 val loss: 1.1595 Epoch 18/100 ---------- lr: 0.001 train loss: 1.8066 val loss: 1.0372 Epoch 19/100 ---------- lr: 0.001 train loss: 1.9852 val loss: 1.4621 Epoch 20/100 ---------- lr: 0.001 train loss: 1.9779 val loss: 1.1319 Epoch 21/100 ---------- lr: 0.001 train loss: 1.7362 val loss: 0.9634 Epoch 22/100 ---------- lr: 0.001 train loss: 1.6953 val loss: 0.9832 Epoch 23/100 ---------- lr: 0.001 train loss: 1.6515 val loss: 0.9419 Epoch 24/100 ---------- lr: 0.001 train loss: 1.6045 val loss: 0.9192 Epoch 25/100 ---------- lr: 0.001 train loss: 1.5634 val loss: 0.8661 Epoch 26/100 ---------- lr: 0.001 train loss: 1.5518 val loss: 0.8607 Epoch 27/100 ---------- lr: 0.001 train loss: 1.5654 val loss: 0.7746 Epoch 28/100 ---------- lr: 0.001 train loss: 1.5744 val loss: 1.3330 Epoch 29/100 ---------- lr: 0.001 train loss: 1.5833 val loss: 0.8038 Epoch 30/100 ---------- lr: 0.001 train loss: 1.6028 val loss: 0.8428 Epoch 31/100 ---------- lr: 0.001 train loss: 1.4512 val loss: 0.7791 Epoch 32/100 ---------- lr: 0.001 train loss: 1.4190 val loss: 0.7525 Epoch 33/100 ---------- lr: 0.001 train loss: 1.3922 val loss: 0.7304 Epoch 34/100 ---------- lr: 0.001 train loss: 1.5973 val loss: 0.7231 Epoch 35/100 ---------- lr: 0.001 train loss: 1.4506 val loss: 0.6985 Epoch 36/100 ---------- lr: 0.001 train loss: 1.3824 val loss: 0.6861 Epoch 37/100 ---------- lr: 0.001 train loss: 1.3622 val loss: 0.6384 Epoch 38/100 ---------- lr: 0.001 train loss: 1.3399 val loss: 0.7355 Epoch 39/100 ---------- lr: 0.001 train loss: 1.3597 val loss: 0.6574 Epoch 40/100 ---------- lr: 0.001 train loss: 1.3099 val loss: 0.6384 Epoch 41/100 ---------- lr: 0.001 train loss: 1.3114 val loss: 0.5898 Epoch 42/100 ---------- lr: 0.001 train loss: 1.2892 val loss: 0.5981 Epoch 43/100 ---------- lr: 0.001 train loss: 1.2863 val loss: 0.8032 Epoch 44/100 ---------- lr: 0.001 train loss: 1.4160 val loss: 0.6100 Epoch 45/100 ---------- lr: 0.001 train loss: 1.2597 val loss: 0.5553 Epoch 46/100 ---------- lr: 0.001 train loss: 1.2664 val loss: 0.5240 Epoch 47/100 ---------- lr: 0.001 train loss: 1.2212 val loss: 0.5278 Epoch 48/100 ---------- lr: 0.001 train loss: 1.2136 val loss: 0.5611 Epoch 49/100 ---------- lr: 0.001 train loss: 1.2353 val loss: 0.5690 Epoch 50/100 ---------- lr: 0.001 train loss: 1.2903 val loss: 0.5068 Epoch 51/100 ---------- lr: 0.001 train loss: 1.2771 val loss: 0.6375 Epoch 52/100 ---------- lr: 0.001 train loss: 1.2398 val loss: 0.5128 Epoch 53/100 ---------- lr: 0.001 train loss: 1.3050 val loss: 0.5708 Epoch 54/100 ---------- lr: 0.001 train loss: 1.2187 val loss: 0.5067 Epoch 55/100 ---------- lr: 0.001 train loss: 1.1756 val loss: 0.5015 Epoch 56/100 ---------- lr: 0.001 train loss: 1.2125 val loss: 0.5008 Epoch 57/100 ---------- lr: 0.001 train loss: 1.1564 val loss: 0.4585 Epoch 58/100 ---------- lr: 0.001 train loss: 1.1587 val loss: 0.4702 Epoch 59/100 ---------- lr: 0.001 train loss: 1.1424 val loss: 0.4655 Epoch 60/100 ---------- lr: 0.001 train loss: 1.1432 val loss: 0.4463 Epoch 61/100 ---------- lr: 0.001 train loss: 1.1817 val loss: 0.4769 Epoch 62/100 ---------- lr: 0.001 train loss: 1.1539 val loss: 0.4897 Epoch 63/100 ---------- lr: 0.001 train loss: 1.1570 val loss: 0.4303 Epoch 64/100 ---------- lr: 0.001 train loss: 1.1227 val loss: 0.4574 Epoch 65/100 ---------- lr: 0.001 train loss: 1.1158 val loss: 0.4482 Epoch 66/100 ---------- lr: 0.001 train loss: 1.1355 val loss: 0.4470 Epoch 67/100 ---------- lr: 0.001 train loss: 1.1113 val loss: 0.4420 Epoch 68/100 ---------- lr: 0.001 train loss: 1.0960 val loss: 0.4473 Epoch 69/100 ---------- lr: 0.001 train loss: 1.2026 val loss: 0.6500 Epoch 70/100 ---------- lr: 0.001 train loss: 1.1708 val loss: 0.4516 Epoch 71/100 ---------- lr: 0.001 train loss: 1.0885 val loss: 0.4046 Epoch 72/100 ---------- lr: 0.001 train loss: 1.0676 val loss: 0.3914 Epoch 73/100 ---------- lr: 0.001 train loss: 1.0781 val loss: 0.4242 Epoch 74/100 ---------- lr: 0.001 train loss: 1.0911 val loss: 0.4130 Epoch 75/100 ---------- lr: 0.001 train loss: 1.0811 val loss: 0.4278 Epoch 76/100 ---------- lr: 0.001 train loss: 1.0685 val loss: 0.4383 Epoch 77/100 ---------- lr: 0.001 train loss: 1.4301 val loss: 0.6117 Epoch 78/100 ---------- lr: 0.001 train loss: 1.1423 val loss: 0.4398 Epoch 79/100 ---------- lr: 0.001 train loss: 1.0834 val loss: 0.4176 Epoch 80/100 ---------- lr: 0.001 train loss: 1.0634 val loss: 0.4241 Epoch 81/100 ---------- lr: 0.001 train loss: 1.0573 val loss: 0.4047 Epoch 82/100 ---------- lr: 0.001 train loss: 1.0540 val loss: 0.3881 Epoch 83/100 ---------- lr: 0.001 train loss: 1.0504 val loss: 0.3771 Epoch 84/100 ---------- lr: 0.001 train loss: 1.0486 val loss: 0.3723 Epoch 85/100 ---------- lr: 0.001 train loss: 1.0517 val loss: 0.3961 Epoch 86/100 ---------- lr: 0.001 train loss: 1.0458 val loss: 0.3631 Epoch 87/100 ---------- lr: 0.001 train loss: 1.0490 val loss: 0.3696 Epoch 88/100 ---------- lr: 0.001 train loss: 1.0457 val loss: 0.3839 Epoch 89/100 ---------- lr: 0.001 train loss: 1.0535 val loss: 0.4047 Epoch 90/100 ---------- lr: 0.001 train loss: 1.0407 val loss: 0.3711 Epoch 91/100 ---------- lr: 0.001 train loss: 1.0911 val loss: 0.5177 Epoch 92/100 ---------- lr: 0.001 train loss: 1.0976 val loss: 0.3981 Epoch 93/100 ---------- lr: 0.001 train loss: 1.0335 val loss: 0.3477 Epoch 94/100 ---------- lr: 0.001 train loss: 1.0089 val loss: 0.3638 Epoch 95/100 ---------- lr: 0.001 train loss: 1.0124 val loss: 0.3410 Epoch 96/100 ---------- lr: 0.001 train loss: 1.0205 val loss: 0.3568 Epoch 97/100 ---------- lr: 0.001 train loss: 1.0227 val loss: 0.3518 Epoch 98/100 ---------- lr: 0.001 train loss: 1.0606 val loss: 0.3820 Epoch 99/100 ---------- lr: 0.001 train loss: 1.0198 val loss: 0.3294 Epoch 100/100 ---------- lr: 0.001 train loss: 1.0080 val loss: 0.3573 Training complete in 7m 24s Best val loss: 0.3294 at epoch 99 Val MSE at best epoch: 0.1334