Epoch 1/100 ---------- lr: 0.001 train loss: 10.6807 val loss: 4.0468 Epoch 2/100 ---------- lr: 0.001 train loss: 4.0436 val loss: 3.3978 Epoch 3/100 ---------- lr: 0.001 train loss: 3.4820 val loss: 3.2508 Epoch 4/100 ---------- lr: 0.001 train loss: 3.2456 val loss: 3.1113 Epoch 5/100 ---------- lr: 0.001 train loss: 2.8446 val loss: 2.3151 Epoch 6/100 ---------- lr: 0.001 train loss: 2.5515 val loss: 2.0921 Epoch 7/100 ---------- lr: 0.001 train loss: 2.3544 val loss: 2.1920 Epoch 8/100 ---------- lr: 0.001 train loss: 2.0904 val loss: 1.7314 Epoch 9/100 ---------- lr: 0.001 train loss: 2.0133 val loss: 1.5818 Epoch 10/100 ---------- lr: 0.001 train loss: 1.8413 val loss: 1.3463 Epoch 11/100 ---------- lr: 0.001 train loss: 1.6760 val loss: 1.3889 Epoch 12/100 ---------- lr: 0.001 train loss: 1.5853 val loss: 1.1816 Epoch 13/100 ---------- lr: 0.001 train loss: 1.4592 val loss: 1.0260 Epoch 14/100 ---------- lr: 0.001 train loss: 1.5863 val loss: 1.2251 Epoch 15/100 ---------- lr: 0.001 train loss: 1.4060 val loss: 0.9450 Epoch 16/100 ---------- lr: 0.001 train loss: 1.2679 val loss: 0.8197 Epoch 17/100 ---------- lr: 0.001 train loss: 1.1675 val loss: 0.7627 Epoch 18/100 ---------- lr: 0.001 train loss: 1.1465 val loss: 0.7842 Epoch 19/100 ---------- lr: 0.001 train loss: 1.1443 val loss: 0.7238 Epoch 20/100 ---------- lr: 0.001 train loss: 1.0749 val loss: 0.6546 Epoch 21/100 ---------- lr: 0.001 train loss: 1.0703 val loss: 0.7044 Epoch 22/100 ---------- lr: 0.001 train loss: 0.9796 val loss: 0.6182 Epoch 23/100 ---------- lr: 0.001 train loss: 0.9685 val loss: 0.5818 Epoch 24/100 ---------- lr: 0.001 train loss: 0.9506 val loss: 0.5504 Epoch 25/100 ---------- lr: 0.001 train loss: 0.9182 val loss: 0.5728 Epoch 26/100 ---------- lr: 0.001 train loss: 0.8679 val loss: 0.5626 Epoch 27/100 ---------- lr: 0.001 train loss: 0.8711 val loss: 0.5131 Epoch 28/100 ---------- lr: 0.001 train loss: 1.0030 val loss: 0.6691 Epoch 29/100 ---------- lr: 0.001 train loss: 0.9542 val loss: 0.5627 Epoch 30/100 ---------- lr: 0.001 train loss: 0.8229 val loss: 0.4710 Epoch 31/100 ---------- lr: 0.001 train loss: 0.9284 val loss: 0.5489 Epoch 32/100 ---------- lr: 0.001 train loss: 0.8498 val loss: 0.5721 Epoch 33/100 ---------- lr: 0.001 train loss: 0.7990 val loss: 0.5079 Epoch 34/100 ---------- lr: 0.001 train loss: 0.7535 val loss: 0.4693 Epoch 35/100 ---------- lr: 0.001 train loss: 0.7364 val loss: 0.5796 Epoch 36/100 ---------- lr: 0.001 train loss: 0.7651 val loss: 0.4069 Epoch 37/100 ---------- lr: 0.001 train loss: 0.7430 val loss: 0.4241 Epoch 38/100 ---------- lr: 0.001 train loss: 0.7426 val loss: 0.4383 Epoch 39/100 ---------- lr: 0.001 train loss: 0.7058 val loss: 0.3769 Epoch 40/100 ---------- lr: 0.001 train loss: 0.6968 val loss: 0.3860 Epoch 41/100 ---------- lr: 0.001 train loss: 0.7237 val loss: 0.4266 Epoch 42/100 ---------- lr: 0.001 train loss: 0.7044 val loss: 0.3424 Epoch 43/100 ---------- lr: 0.001 train loss: 0.6810 val loss: 0.4272 Epoch 44/100 ---------- lr: 0.001 train loss: 0.6708 val loss: 0.3258 Epoch 45/100 ---------- lr: 0.001 train loss: 0.6478 val loss: 0.3442 Epoch 46/100 ---------- lr: 0.001 train loss: 0.6701 val loss: 0.3197 Epoch 47/100 ---------- lr: 0.001 train loss: 0.6322 val loss: 0.3268 Epoch 48/100 ---------- lr: 0.001 train loss: 0.6383 val loss: 0.3023 Epoch 49/100 ---------- lr: 0.001 train loss: 0.6389 val loss: 0.3189 Epoch 50/100 ---------- lr: 0.001 train loss: 0.7165 val loss: 0.3857 Epoch 51/100 ---------- lr: 0.001 train loss: 0.7233 val loss: 0.3635 Epoch 52/100 ---------- lr: 0.001 train loss: 0.6330 val loss: 0.2671 Epoch 53/100 ---------- lr: 0.001 train loss: 0.5893 val loss: 0.2760 Epoch 54/100 ---------- lr: 0.001 train loss: 0.5877 val loss: 0.2544 Epoch 55/100 ---------- lr: 0.001 train loss: 0.5881 val loss: 0.3439 Epoch 56/100 ---------- lr: 0.001 train loss: 0.6655 val loss: 0.3340 Epoch 57/100 ---------- lr: 0.001 train loss: 0.6130 val loss: 0.3130 Epoch 58/100 ---------- lr: 0.001 train loss: 0.5868 val loss: 0.2530 Epoch 59/100 ---------- lr: 0.001 train loss: 0.5751 val loss: 0.2421 Epoch 60/100 ---------- lr: 0.001 train loss: 0.5804 val loss: 0.2617 Epoch 61/100 ---------- lr: 0.001 train loss: 0.5752 val loss: 0.2493 Epoch 62/100 ---------- lr: 0.001 train loss: 0.5914 val loss: 0.2517 Epoch 63/100 ---------- lr: 0.001 train loss: 0.6192 val loss: 0.3042 Epoch 64/100 ---------- lr: 0.001 train loss: 0.6043 val loss: 0.2726 Epoch 65/100 ---------- lr: 0.001 train loss: 0.5660 val loss: 0.2198 Epoch 66/100 ---------- lr: 0.001 train loss: 0.5445 val loss: 0.2314 Epoch 67/100 ---------- lr: 0.001 train loss: 0.5463 val loss: 0.2374 Epoch 68/100 ---------- lr: 0.001 train loss: 0.5728 val loss: 0.2589 Epoch 69/100 ---------- lr: 0.001 train loss: 0.5874 val loss: 0.2393 Epoch 70/100 ---------- lr: 0.001 train loss: 0.5440 val loss: 0.2352 Epoch 71/100 ---------- lr: 0.001 train loss: 0.5437 val loss: 0.2307 Epoch 72/100 ---------- lr: 0.001 train loss: 0.5778 val loss: 0.3535 Epoch 73/100 ---------- lr: 0.001 train loss: 0.6278 val loss: 0.2330 Epoch 74/100 ---------- lr: 0.001 train loss: 0.5378 val loss: 0.2207 Epoch 75/100 ---------- lr: 0.001 train loss: 0.5576 val loss: 0.2253 Epoch 76/100 ---------- lr: 0.001 train loss: 0.5251 val loss: 0.1981 Epoch 77/100 ---------- lr: 0.001 train loss: 0.5210 val loss: 0.2038 Epoch 78/100 ---------- lr: 0.001 train loss: 0.5300 val loss: 0.2037 Epoch 79/100 ---------- lr: 0.001 train loss: 0.5490 val loss: 0.2492 Epoch 80/100 ---------- lr: 0.001 train loss: 0.5471 val loss: 0.2455 Epoch 81/100 ---------- lr: 0.001 train loss: 0.5327 val loss: 0.2438 Epoch 82/100 ---------- lr: 0.001 train loss: 0.5294 val loss: 0.1920 Epoch 83/100 ---------- lr: 0.001 train loss: 0.5179 val loss: 0.2060 Epoch 84/100 ---------- lr: 0.001 train loss: 0.5230 val loss: 0.2037 Epoch 85/100 ---------- lr: 0.001 train loss: 0.5243 val loss: 0.2279 Epoch 86/100 ---------- lr: 0.001 train loss: 0.5320 val loss: 0.2230 Epoch 87/100 ---------- lr: 0.001 train loss: 0.5628 val loss: 0.2092 Epoch 88/100 ---------- lr: 0.001 train loss: 0.5230 val loss: 0.1949 Epoch 89/100 ---------- lr: 0.001 train loss: 0.5291 val loss: 0.2203 Epoch 90/100 ---------- lr: 0.001 train loss: 0.5185 val loss: 0.1850 Epoch 91/100 ---------- lr: 0.001 train loss: 0.5005 val loss: 0.1883 Epoch 92/100 ---------- lr: 0.001 train loss: 0.5007 val loss: 0.1867 Epoch 93/100 ---------- lr: 0.001 train loss: 0.5355 val loss: 0.1932 Epoch 94/100 ---------- lr: 0.001 train loss: 0.5065 val loss: 0.1852 Epoch 95/100 ---------- lr: 0.001 train loss: 0.5018 val loss: 0.1891 Epoch 96/100 ---------- lr: 0.001 train loss: 0.5078 val loss: 0.2218 Epoch 97/100 ---------- lr: 0.001 train loss: 0.5199 val loss: 0.3201 Epoch 98/100 ---------- lr: 0.001 train loss: 0.5344 val loss: 0.1951 Epoch 99/100 ---------- lr: 0.001 train loss: 0.5003 val loss: 0.1771 Epoch 100/100 ---------- lr: 0.001 train loss: 0.4902 val loss: 0.1720 Training complete in 10m 36s Best val loss: 0.1720 at epoch 100 Val MSE at best epoch: 0.0730