Epoch 1/100 ---------- lr: 0.005 train loss: 21.1383 val loss: 6.0005 Epoch 2/100 ---------- lr: 0.005 train loss: 5.8524 val loss: 4.2050 Epoch 3/100 ---------- lr: 0.005 train loss: 5.1299 val loss: 3.7234 Epoch 4/100 ---------- lr: 0.005 train loss: 4.2693 val loss: 3.1026 Epoch 5/100 ---------- lr: 0.005 train loss: 3.8260 val loss: 2.5730 Epoch 6/100 ---------- lr: 0.005 train loss: 3.5549 val loss: 2.2385 Epoch 7/100 ---------- lr: 0.005 train loss: 3.1608 val loss: 2.1915 Epoch 8/100 ---------- lr: 0.005 train loss: 2.9252 val loss: 2.1987 Epoch 9/100 ---------- lr: 0.005 train loss: 2.7285 val loss: 1.8676 Epoch 10/100 ---------- lr: 0.005 train loss: 2.6926 val loss: 2.2762 Epoch 11/100 ---------- lr: 0.005 train loss: 2.9657 val loss: 2.0670 Epoch 12/100 ---------- lr: 0.005 train loss: 2.4867 val loss: 1.4511 Epoch 13/100 ---------- lr: 0.005 train loss: 2.2235 val loss: 1.7310 Epoch 14/100 ---------- lr: 0.005 train loss: 2.4670 val loss: 1.3249 Epoch 15/100 ---------- lr: 0.005 train loss: 2.0453 val loss: 1.4253 Epoch 16/100 ---------- lr: 0.005 train loss: 1.9441 val loss: 1.1649 Epoch 17/100 ---------- lr: 0.005 train loss: 1.8953 val loss: 1.1791 Epoch 18/100 ---------- lr: 0.005 train loss: 1.9840 val loss: 1.0480 Epoch 19/100 ---------- lr: 0.005 train loss: 1.7859 val loss: 0.9483 Epoch 20/100 ---------- lr: 0.005 train loss: 2.0554 val loss: 1.1644 Epoch 21/100 ---------- lr: 0.005 train loss: 1.9936 val loss: 1.1170 Epoch 22/100 ---------- lr: 0.005 train loss: 1.7074 val loss: 0.8719 Epoch 23/100 ---------- lr: 0.005 train loss: 1.5854 val loss: 0.9393 Epoch 24/100 ---------- lr: 0.005 train loss: 1.8202 val loss: 1.1209 Epoch 25/100 ---------- lr: 0.005 train loss: 1.6813 val loss: 0.8140 Epoch 26/100 ---------- lr: 0.005 train loss: 1.5292 val loss: 0.8345 Epoch 27/100 ---------- lr: 0.005 train loss: 1.5356 val loss: 2.0434 Epoch 28/100 ---------- lr: 0.005 train loss: 2.0117 val loss: 1.1490 Epoch 29/100 ---------- lr: 0.005 train loss: 1.5830 val loss: 0.8457 Epoch 30/100 ---------- lr: 0.005 train loss: 1.4941 val loss: 0.6907 Epoch 31/100 ---------- lr: 0.005 train loss: 1.4436 val loss: 0.6740 Epoch 32/100 ---------- lr: 0.005 train loss: 1.4117 val loss: 0.6557 Epoch 33/100 ---------- lr: 0.005 train loss: 1.4206 val loss: 0.6468 Epoch 34/100 ---------- lr: 0.005 train loss: 1.3944 val loss: 0.6793 Epoch 35/100 ---------- lr: 0.005 train loss: 1.8335 val loss: 1.0037 Epoch 36/100 ---------- lr: 0.005 train loss: 1.5421 val loss: 0.8718 Epoch 37/100 ---------- lr: 0.005 train loss: 1.4460 val loss: 0.6365 Epoch 38/100 ---------- lr: 0.005 train loss: 1.3872 val loss: 0.7331 Epoch 39/100 ---------- lr: 0.005 train loss: 1.3524 val loss: 0.6426 Epoch 40/100 ---------- lr: 0.005 train loss: 1.3342 val loss: 0.6837 Epoch 41/100 ---------- lr: 0.005 train loss: 1.5391 val loss: 0.9257 Epoch 42/100 ---------- lr: 0.005 train loss: 1.3994 val loss: 0.5511 Epoch 43/100 ---------- lr: 0.005 train loss: 1.2760 val loss: 0.5494 Epoch 44/100 ---------- lr: 0.005 train loss: 1.2406 val loss: 0.5186 Epoch 45/100 ---------- lr: 0.005 train loss: 1.2615 val loss: 0.5813 Epoch 46/100 ---------- lr: 0.005 train loss: 1.3657 val loss: 0.6972 Epoch 47/100 ---------- lr: 0.005 train loss: 1.3156 val loss: 0.7335 Epoch 48/100 ---------- lr: 0.005 train loss: 1.2654 val loss: 0.5358 Epoch 49/100 ---------- lr: 0.005 train loss: 1.2609 val loss: 0.6003 Epoch 50/100 ---------- lr: 0.005 train loss: 1.4722 val loss: 0.7341 Epoch 51/100 ---------- lr: 0.005 train loss: 1.3872 val loss: 0.5376 Epoch 52/100 ---------- lr: 0.005 train loss: 1.2177 val loss: 0.4975 Epoch 53/100 ---------- lr: 0.005 train loss: 1.1902 val loss: 0.5145 Epoch 54/100 ---------- lr: 0.005 train loss: 1.1810 val loss: 0.4780 Epoch 55/100 ---------- lr: 0.005 train loss: 1.3166 val loss: 0.6526 Epoch 56/100 ---------- lr: 0.005 train loss: 1.2830 val loss: 0.6783 Epoch 57/100 ---------- lr: 0.005 train loss: 1.1878 val loss: 0.4895 Epoch 58/100 ---------- lr: 0.005 train loss: 1.1742 val loss: 0.6037 Epoch 59/100 ---------- lr: 0.005 train loss: 1.7206 val loss: 1.7752 Epoch 60/100 ---------- lr: 0.005 train loss: 1.9606 val loss: 0.8168 Epoch 61/100 ---------- lr: 0.005 train loss: 1.3522 val loss: 0.6238 Epoch 62/100 ---------- lr: 0.005 train loss: 1.2841 val loss: 0.5132 Epoch 63/100 ---------- lr: 0.005 train loss: 1.2012 val loss: 0.4747 Epoch 64/100 ---------- lr: 0.005 train loss: 1.1690 val loss: 0.4845 Epoch 65/100 ---------- lr: 0.005 train loss: 1.1688 val loss: 0.4973 Epoch 66/100 ---------- lr: 0.005 train loss: 1.2143 val loss: 0.6021 Epoch 67/100 ---------- lr: 0.005 train loss: 1.1703 val loss: 0.4870 Epoch 68/100 ---------- lr: 0.005 train loss: 1.2040 val loss: 0.5514 Epoch 69/100 ---------- lr: 0.005 train loss: 1.2070 val loss: 0.4722 Epoch 70/100 ---------- lr: 0.005 train loss: 1.1249 val loss: 0.4166 Epoch 71/100 ---------- lr: 0.005 train loss: 1.1674 val loss: 0.5446 Epoch 72/100 ---------- lr: 0.005 train loss: 1.3556 val loss: 0.5086 Epoch 73/100 ---------- lr: 0.005 train loss: 1.1520 val loss: 0.4247 Epoch 74/100 ---------- lr: 0.005 train loss: 1.1188 val loss: 0.4479 Epoch 75/100 ---------- lr: 0.005 train loss: 1.1805 val loss: 0.4955 Epoch 76/100 ---------- lr: 0.005 train loss: 1.1711 val loss: 0.4038 Epoch 77/100 ---------- lr: 0.005 train loss: 1.1960 val loss: 0.5506 Epoch 78/100 ---------- lr: 0.005 train loss: 1.1633 val loss: 0.4666 Epoch 79/100 ---------- lr: 0.005 train loss: 1.1924 val loss: 0.7082 Epoch 80/100 ---------- lr: 0.005 train loss: 1.1728 val loss: 0.4466 Epoch 81/100 ---------- lr: 0.005 train loss: 1.0937 val loss: 0.3805 Epoch 82/100 ---------- lr: 0.005 train loss: 1.1012 val loss: 0.4067 Epoch 83/100 ---------- lr: 0.005 train loss: 1.1415 val loss: 0.4943 Epoch 84/100 ---------- lr: 0.005 train loss: 1.1570 val loss: 0.6030 Epoch 85/100 ---------- lr: 0.005 train loss: 1.1343 val loss: 0.3649 Epoch 86/100 ---------- lr: 0.005 train loss: 1.4847 val loss: 1.0262 Epoch 87/100 ---------- lr: 0.005 train loss: 1.3243 val loss: 0.6703 Epoch 88/100 ---------- lr: 0.005 train loss: 1.1892 val loss: 0.4546 Epoch 89/100 ---------- lr: 0.005 train loss: 1.0928 val loss: 0.4104 Epoch 90/100 ---------- lr: 0.005 train loss: 1.0819 val loss: 0.4256 Epoch 91/100 ---------- lr: 0.005 train loss: 1.0819 val loss: 0.3836 Epoch 92/100 ---------- lr: 0.005 train loss: 1.1325 val loss: 0.3922 Epoch 93/100 ---------- lr: 0.005 train loss: 1.2002 val loss: 0.4372 Epoch 94/100 ---------- lr: 0.005 train loss: 1.1090 val loss: 0.3757 Epoch 95/100 ---------- lr: 0.005 train loss: 1.0625 val loss: 0.3482 Epoch 96/100 ---------- lr: 0.005 train loss: 1.0540 val loss: 0.3796 Epoch 97/100 ---------- lr: 0.005 train loss: 1.0766 val loss: 0.4186 Epoch 98/100 ---------- lr: 0.005 train loss: 1.0754 val loss: 0.4256 Epoch 99/100 ---------- lr: 0.005 train loss: 1.2337 val loss: 0.5798 Epoch 100/100 ---------- lr: 0.005 train loss: 1.1081 val loss: 0.4358 Training complete in 7m 21s Best val loss: 0.3482 at epoch 95 Val MSE at best epoch: 0.1249