Epoch 1/100 ---------- lr: 0.01 train loss: 17.6961 val loss: 4.3652 Epoch 2/100 ---------- lr: 0.01 train loss: 5.3708 val loss: 3.5522 Epoch 3/100 ---------- lr: 0.01 train loss: 4.2999 val loss: 2.8009 Epoch 4/100 ---------- lr: 0.01 train loss: 4.0725 val loss: 3.0940 Epoch 5/100 ---------- lr: 0.01 train loss: 4.1381 val loss: 2.8131 Epoch 6/100 ---------- lr: 0.01 train loss: 3.5014 val loss: 2.8754 Epoch 7/100 ---------- lr: 0.01 train loss: 3.3238 val loss: 2.0079 Epoch 8/100 ---------- lr: 0.01 train loss: 3.2788 val loss: 2.0981 Epoch 9/100 ---------- lr: 0.01 train loss: 3.0586 val loss: 2.5961 Epoch 10/100 ---------- lr: 0.01 train loss: 3.3550 val loss: 1.8625 Epoch 11/100 ---------- lr: 0.01 train loss: 3.2930 val loss: 2.0600 Epoch 12/100 ---------- lr: 0.01 train loss: 3.2453 val loss: 2.3422 Epoch 13/100 ---------- lr: 0.01 train loss: 3.0002 val loss: 1.8671 Epoch 14/100 ---------- lr: 0.01 train loss: 2.8657 val loss: 2.0632 Epoch 15/100 ---------- lr: 0.01 train loss: 6.2338 val loss: 9.3441 Epoch 16/100 ---------- lr: 0.01 train loss: 8.7867 val loss: 7.2150 Epoch 17/100 ---------- lr: 0.01 train loss: 7.3901 val loss: 5.7878 Epoch 18/100 ---------- lr: 0.01 train loss: 6.7637 val loss: 5.9619 Epoch 19/100 ---------- lr: 0.01 train loss: 6.3982 val loss: 5.2101 Epoch 20/100 ---------- lr: 0.01 train loss: 6.7192 val loss: 5.9636 Epoch 21/100 ---------- lr: 0.01 train loss: 6.8924 val loss: 6.7844 Epoch 22/100 ---------- lr: 0.01 train loss: 7.2071 val loss: 5.7054 Epoch 23/100 ---------- lr: 0.01 train loss: 7.6099 val loss: 5.7257 Epoch 24/100 ---------- lr: 0.01 train loss: 6.5935 val loss: 5.6939 Epoch 25/100 ---------- lr: 0.01 train loss: 8.2964 val loss: 6.6510 Epoch 26/100 ---------- lr: 0.01 train loss: 7.6771 val loss: 6.0399 Epoch 27/100 ---------- lr: 0.01 train loss: 6.6412 val loss: 5.1613 Epoch 28/100 ---------- lr: 0.01 train loss: 6.3270 val loss: 4.6735 Epoch 29/100 ---------- lr: 0.01 train loss: 6.8580 val loss: 6.6425 Epoch 30/100 ---------- lr: 0.01 train loss: 7.5296 val loss: 5.7005 Epoch 31/100 ---------- lr: 0.01 train loss: 6.9243 val loss: 6.6962 Epoch 32/100 ---------- lr: 0.005 train loss: 6.7309 val loss: 5.1190 Epoch 33/100 ---------- lr: 0.005 train loss: 6.1574 val loss: 5.0656 Epoch 34/100 ---------- lr: 0.005 train loss: 6.0286 val loss: 5.0350 Epoch 35/100 ---------- lr: 0.005 train loss: 5.8381 val loss: 4.9529 Epoch 36/100 ---------- lr: 0.005 train loss: 5.7666 val loss: 4.7011 Epoch 37/100 ---------- lr: 0.005 train loss: 6.1367 val loss: 5.2365 Epoch 38/100 ---------- lr: 0.005 train loss: 6.1221 val loss: 5.7242 Epoch 39/100 ---------- lr: 0.005 train loss: 5.9444 val loss: 4.3866 Epoch 40/100 ---------- lr: 0.005 train loss: 5.6110 val loss: 4.3053 Epoch 41/100 ---------- lr: 0.005 train loss: 5.4937 val loss: 4.2188 Epoch 42/100 ---------- lr: 0.005 train loss: 5.3424 val loss: 4.7683 Epoch 43/100 ---------- lr: 0.005 train loss: 5.5537 val loss: 4.4740 Epoch 44/100 ---------- lr: 0.005 train loss: 5.3338 val loss: 4.2804 Epoch 45/100 ---------- lr: 0.005 train loss: 5.2860 val loss: 4.8176 Epoch 46/100 ---------- lr: 0.005 train loss: 5.2964 val loss: 4.2536 Epoch 47/100 ---------- lr: 0.005 train loss: 5.0391 val loss: 4.3859 Epoch 48/100 ---------- lr: 0.005 train loss: 5.0753 val loss: 3.9344 Epoch 49/100 ---------- lr: 0.005 train loss: 4.8150 val loss: 3.8255 Epoch 50/100 ---------- lr: 0.005 train loss: 4.6735 val loss: 3.9664 Epoch 51/100 ---------- lr: 0.005 train loss: 4.6777 val loss: 3.7133 Epoch 52/100 ---------- lr: 0.005 train loss: 4.6279 val loss: 3.7783 Epoch 53/100 ---------- lr: 0.0025 train loss: 4.3454 val loss: 3.5721 Epoch 54/100 ---------- lr: 0.0025 train loss: 4.1524 val loss: 3.5167 Epoch 55/100 ---------- lr: 0.0025 train loss: 4.1697 val loss: 3.5469 Epoch 56/100 ---------- lr: 0.0025 train loss: 4.1616 val loss: 3.4270 Epoch 57/100 ---------- lr: 0.0025 train loss: 4.1407 val loss: 3.4340 Epoch 58/100 ---------- lr: 0.0025 train loss: 4.3557 val loss: 3.7132 Epoch 59/100 ---------- lr: 0.0025 train loss: 4.3812 val loss: 3.5681 Epoch 60/100 ---------- lr: 0.0025 train loss: 4.4342 val loss: 3.8413 Epoch 61/100 ---------- lr: 0.0025 train loss: 4.4146 val loss: 3.5990 Epoch 62/100 ---------- lr: 0.0025 train loss: 4.4315 val loss: 3.6152 Epoch 63/100 ---------- lr: 0.0025 train loss: 4.3412 val loss: 3.7411 Epoch 64/100 ---------- lr: 0.0025 train loss: 4.2650 val loss: 3.6936 Epoch 65/100 ---------- lr: 0.0025 train loss: 4.1865 val loss: 3.4593 Epoch 66/100 ---------- lr: 0.0025 train loss: 4.1648 val loss: 3.4589 Epoch 67/100 ---------- lr: 0.0025 train loss: 4.3215 val loss: 3.6747 Epoch 68/100 ---------- lr: 0.0025 train loss: 4.2433 val loss: 3.3083 Epoch 69/100 ---------- lr: 0.0025 train loss: 4.2047 val loss: 3.4584 Epoch 70/100 ---------- lr: 0.0025 train loss: 4.2429 val loss: 3.5817 Epoch 71/100 ---------- lr: 0.0025 train loss: 4.3008 val loss: 3.4741 Epoch 72/100 ---------- lr: 0.0025 train loss: 4.2348 val loss: 3.3427 Epoch 73/100 ---------- lr: 0.0025 train loss: 4.1337 val loss: 3.4125 Epoch 74/100 ---------- lr: 0.00125 train loss: 4.0472 val loss: 3.3066 Epoch 75/100 ---------- lr: 0.00125 train loss: 4.0390 val loss: 3.1666 Epoch 76/100 ---------- lr: 0.00125 train loss: 4.0053 val loss: 3.2006 Epoch 77/100 ---------- lr: 0.00125 train loss: 4.0409 val loss: 3.2221 Epoch 78/100 ---------- lr: 0.00125 train loss: 3.9965 val loss: 3.1324 Epoch 79/100 ---------- lr: 0.00125 train loss: 3.9858 val loss: 3.1795 Epoch 80/100 ---------- lr: 0.00125 train loss: 4.0058 val loss: 3.2850 Epoch 81/100 ---------- lr: 0.00125 train loss: 4.0074 val loss: 3.3119 Epoch 82/100 ---------- lr: 0.00125 train loss: 4.0015 val loss: 3.2307 Epoch 83/100 ---------- lr: 0.00125 train loss: 3.9722 val loss: 3.2335 Epoch 84/100 ---------- lr: 0.00125 train loss: 3.9375 val loss: 3.3426 Epoch 85/100 ---------- lr: 0.00125 train loss: 3.9386 val loss: 3.2295 Epoch 86/100 ---------- lr: 0.00125 train loss: 3.9379 val loss: 3.2157 Epoch 87/100 ---------- lr: 0.00125 train loss: 3.9519 val loss: 3.2145 Epoch 88/100 ---------- lr: 0.00125 train loss: 3.8921 val loss: 3.0989 Epoch 89/100 ---------- lr: 0.00125 train loss: 3.8869 val loss: 3.0905 Epoch 90/100 ---------- lr: 0.00125 train loss: 3.8435 val loss: 3.1930 Epoch 91/100 ---------- lr: 0.00125 train loss: 3.8180 val loss: 3.0671 Epoch 92/100 ---------- lr: 0.00125 train loss: 3.8011 val loss: 3.0815 Epoch 93/100 ---------- lr: 0.00125 train loss: 3.7722 val loss: 3.0662 Epoch 94/100 ---------- lr: 0.00125 train loss: 3.7418 val loss: 3.1270 Epoch 95/100 ---------- lr: 0.000625 train loss: 3.7028 val loss: 3.0822 Epoch 96/100 ---------- lr: 0.000625 train loss: 3.7160 val loss: 3.0294 Epoch 97/100 ---------- lr: 0.000625 train loss: 3.7003 val loss: 3.0158 Epoch 98/100 ---------- lr: 0.000625 train loss: 3.6950 val loss: 3.0069 Epoch 99/100 ---------- lr: 0.000625 train loss: 3.6825 val loss: 2.9853 Epoch 100/100 ---------- lr: 0.000625 train loss: 3.6485 val loss: 3.0068 Training complete in 16m 16s Best val loss: 1.8625 at epoch 10 Val MSE at best epoch: 0.7739