Epoch 1/100 ---------- lr: 0.01 train loss: 6.5181 val loss: 3.5505 Epoch 2/100 ---------- lr: 0.01 train loss: 3.8832 val loss: 3.6911 Epoch 3/100 ---------- lr: 0.01 train loss: 3.1433 val loss: 2.1657 Epoch 4/100 ---------- lr: 0.01 train loss: 2.7067 val loss: 1.8833 Epoch 5/100 ---------- lr: 0.01 train loss: 2.3528 val loss: 1.4992 Epoch 6/100 ---------- lr: 0.01 train loss: 2.1217 val loss: 1.5006 Epoch 7/100 ---------- lr: 0.01 train loss: 2.3312 val loss: 1.7445 Epoch 8/100 ---------- lr: 0.01 train loss: 2.0576 val loss: 1.2916 Epoch 9/100 ---------- lr: 0.01 train loss: 1.7078 val loss: 1.0624 Epoch 10/100 ---------- lr: 0.01 train loss: 1.5377 val loss: 0.9777 Epoch 11/100 ---------- lr: 0.01 train loss: 1.5576 val loss: 1.2012 Epoch 12/100 ---------- lr: 0.01 train loss: 1.5106 val loss: 1.1068 Epoch 13/100 ---------- lr: 0.01 train loss: 1.8183 val loss: 1.1923 Epoch 14/100 ---------- lr: 0.01 train loss: 1.6285 val loss: 1.2998 Epoch 15/100 ---------- lr: 0.01 train loss: 1.6939 val loss: 1.1591 Epoch 16/100 ---------- lr: 0.01 train loss: 1.3668 val loss: 0.8468 Epoch 17/100 ---------- lr: 0.01 train loss: 1.3223 val loss: 0.8877 Epoch 18/100 ---------- lr: 0.01 train loss: 1.2545 val loss: 0.7776 Epoch 19/100 ---------- lr: 0.01 train loss: 1.2852 val loss: 0.6960 Epoch 20/100 ---------- lr: 0.01 train loss: 1.1638 val loss: 0.9322 Epoch 21/100 ---------- lr: 0.01 train loss: 1.1858 val loss: 0.5920 Epoch 22/100 ---------- lr: 0.01 train loss: 1.1311 val loss: 0.6514 Epoch 23/100 ---------- lr: 0.01 train loss: 1.1807 val loss: 0.8674 Epoch 24/100 ---------- lr: 0.01 train loss: 1.2748 val loss: 1.3761 Epoch 25/100 ---------- lr: 0.01 train loss: 1.3069 val loss: 0.6757 Epoch 26/100 ---------- lr: 0.01 train loss: 1.1029 val loss: 0.7351 Epoch 27/100 ---------- lr: 0.01 train loss: 1.0636 val loss: 0.7492 Epoch 28/100 ---------- lr: 0.01 train loss: 1.0830 val loss: 0.7040 Epoch 29/100 ---------- lr: 0.01 train loss: 1.0601 val loss: 4.2768 Epoch 30/100 ---------- lr: 0.01 train loss: 6.8122 val loss: 7.8328 Epoch 31/100 ---------- lr: 0.01 train loss: 8.4704 val loss: 8.9757 Epoch 32/100 ---------- lr: 0.01 train loss: 7.8076 val loss: 6.7837 Epoch 33/100 ---------- lr: 0.01 train loss: 7.4476 val loss: 7.6399 Epoch 34/100 ---------- lr: 0.01 train loss: 7.9829 val loss: 6.7529 Epoch 35/100 ---------- lr: 0.01 train loss: 7.4667 val loss: 9.1797 Epoch 36/100 ---------- lr: 0.01 train loss: 9.0462 val loss: 7.4625 Epoch 37/100 ---------- lr: 0.01 train loss: 7.7259 val loss: 6.4399 Epoch 38/100 ---------- lr: 0.01 train loss: 6.8999 val loss: 5.7813 Epoch 39/100 ---------- lr: 0.01 train loss: 6.4750 val loss: 5.7919 Epoch 40/100 ---------- lr: 0.01 train loss: 6.2210 val loss: 5.5990 Epoch 41/100 ---------- lr: 0.01 train loss: 6.2134 val loss: 5.4857 Epoch 42/100 ---------- lr: 0.01 train loss: 5.8865 val loss: 5.0229 Epoch 43/100 ---------- lr: 0.005 train loss: 5.5143 val loss: 4.9542 Epoch 44/100 ---------- lr: 0.005 train loss: 5.4285 val loss: 4.7850 Epoch 45/100 ---------- lr: 0.005 train loss: 5.4444 val loss: 4.6149 Epoch 46/100 ---------- lr: 0.005 train loss: 5.4290 val loss: 4.7154 Epoch 47/100 ---------- lr: 0.005 train loss: 5.3890 val loss: 4.8608 Epoch 48/100 ---------- lr: 0.005 train loss: 5.3170 val loss: 4.7160 Epoch 49/100 ---------- lr: 0.005 train loss: 5.2013 val loss: 4.5191 Epoch 50/100 ---------- lr: 0.005 train loss: 5.7417 val loss: 5.3610 Epoch 51/100 ---------- lr: 0.005 train loss: 5.8038 val loss: 5.0882 Epoch 52/100 ---------- lr: 0.005 train loss: 5.5282 val loss: 4.9018 Epoch 53/100 ---------- lr: 0.005 train loss: 5.5240 val loss: 5.4548 Epoch 54/100 ---------- lr: 0.005 train loss: 6.0496 val loss: 5.7638 Epoch 55/100 ---------- lr: 0.005 train loss: 6.8081 val loss: 6.3676 Epoch 56/100 ---------- lr: 0.005 train loss: 6.4625 val loss: 5.6879 Epoch 57/100 ---------- lr: 0.005 train loss: 6.0098 val loss: 5.3508 Epoch 58/100 ---------- lr: 0.005 train loss: 5.8207 val loss: 5.2204 Epoch 59/100 ---------- lr: 0.005 train loss: 5.6448 val loss: 5.1471 Epoch 60/100 ---------- lr: 0.005 train loss: 5.7452 val loss: 5.6842 Epoch 61/100 ---------- lr: 0.005 train loss: 5.9605 val loss: 5.2546 Epoch 62/100 ---------- lr: 0.005 train loss: 5.7457 val loss: 5.1292 Epoch 63/100 ---------- lr: 0.005 train loss: 5.8087 val loss: 6.4284 Epoch 64/100 ---------- lr: 0.0025 train loss: 6.3616 val loss: 5.6496 Epoch 65/100 ---------- lr: 0.0025 train loss: 6.1453 val loss: 5.4092 Epoch 66/100 ---------- lr: 0.0025 train loss: 6.0064 val loss: 5.1932 Epoch 67/100 ---------- lr: 0.0025 train loss: 5.8083 val loss: 4.9702 Epoch 68/100 ---------- lr: 0.0025 train loss: 5.7723 val loss: 4.9144 Epoch 69/100 ---------- lr: 0.0025 train loss: 5.6482 val loss: 4.8423 Epoch 70/100 ---------- lr: 0.0025 train loss: 5.4387 val loss: 4.6028 Epoch 71/100 ---------- lr: 0.0025 train loss: 5.2923 val loss: 4.6200 Epoch 72/100 ---------- lr: 0.0025 train loss: 5.2296 val loss: 4.5385 Epoch 73/100 ---------- lr: 0.0025 train loss: 5.1476 val loss: 4.4634 Epoch 74/100 ---------- lr: 0.0025 train loss: 5.0731 val loss: 4.5360 Epoch 75/100 ---------- lr: 0.0025 train loss: 5.0467 val loss: 4.4926 Epoch 76/100 ---------- lr: 0.0025 train loss: 5.0125 val loss: 4.3003 Epoch 77/100 ---------- lr: 0.0025 train loss: 4.8713 val loss: 4.2997 Epoch 78/100 ---------- lr: 0.0025 train loss: 4.8099 val loss: 4.2018 Epoch 79/100 ---------- lr: 0.0025 train loss: 4.7605 val loss: 4.1657 Epoch 80/100 ---------- lr: 0.0025 train loss: 4.7938 val loss: 4.1492 Epoch 81/100 ---------- lr: 0.0025 train loss: 4.7342 val loss: 4.0993 Epoch 82/100 ---------- lr: 0.0025 train loss: 4.6324 val loss: 4.0267 Epoch 83/100 ---------- lr: 0.0025 train loss: 4.7633 val loss: 4.1446 Epoch 84/100 ---------- lr: 0.0025 train loss: 4.7599 val loss: 4.2277 Epoch 85/100 ---------- lr: 0.00125 train loss: 4.6287 val loss: 4.0139 Epoch 86/100 ---------- lr: 0.00125 train loss: 4.6028 val loss: 4.0184 Epoch 87/100 ---------- lr: 0.00125 train loss: 4.5702 val loss: 3.9105 Epoch 88/100 ---------- lr: 0.00125 train loss: 4.5266 val loss: 3.9115 Epoch 89/100 ---------- lr: 0.00125 train loss: 4.4764 val loss: 3.9402 Epoch 90/100 ---------- lr: 0.00125 train loss: 4.5681 val loss: 3.9899 Epoch 91/100 ---------- lr: 0.00125 train loss: 4.6096 val loss: 3.9753 Epoch 92/100 ---------- lr: 0.00125 train loss: 4.5940 val loss: 4.1111 Epoch 93/100 ---------- lr: 0.00125 train loss: 4.5731 val loss: 4.1144 Epoch 94/100 ---------- lr: 0.00125 train loss: 4.5856 val loss: 4.1431 Epoch 95/100 ---------- lr: 0.00125 train loss: 4.5436 val loss: 4.0571 Epoch 96/100 ---------- lr: 0.00125 train loss: 4.4875 val loss: 4.0512 Epoch 97/100 ---------- lr: 0.00125 train loss: 4.5781 val loss: 4.0828 Epoch 98/100 ---------- lr: 0.00125 train loss: 4.5292 val loss: 4.0015 Epoch 99/100 ---------- lr: 0.00125 train loss: 4.4907 val loss: 4.0602 Epoch 100/100 ---------- lr: 0.00125 train loss: 4.4698 val loss: 4.0319 Training complete in 8m 20s Best val loss: 0.5920 at epoch 21 Val MSE at best epoch: 0.2515