Epoch 1/100 ---------- lr: 0.01 train loss: 6.5653 val loss: 4.1920 Epoch 2/100 ---------- lr: 0.01 train loss: 3.7927 val loss: 3.2999 Epoch 3/100 ---------- lr: 0.01 train loss: 2.9659 val loss: 3.0298 Epoch 4/100 ---------- lr: 0.01 train loss: 2.8638 val loss: 2.0346 Epoch 5/100 ---------- lr: 0.01 train loss: 2.4544 val loss: 1.6953 Epoch 6/100 ---------- lr: 0.01 train loss: 2.1424 val loss: 1.5877 Epoch 7/100 ---------- lr: 0.01 train loss: 1.8522 val loss: 1.2712 Epoch 8/100 ---------- lr: 0.01 train loss: 1.6647 val loss: 1.1201 Epoch 9/100 ---------- lr: 0.01 train loss: 1.5915 val loss: 1.4066 Epoch 10/100 ---------- lr: 0.01 train loss: 1.7151 val loss: 1.4136 Epoch 11/100 ---------- lr: 0.01 train loss: 1.6916 val loss: 1.2285 Epoch 12/100 ---------- lr: 0.01 train loss: 1.5055 val loss: 0.9616 Epoch 13/100 ---------- lr: 0.01 train loss: 1.3105 val loss: 0.9968 Epoch 14/100 ---------- lr: 0.01 train loss: 1.2985 val loss: 0.8416 Epoch 15/100 ---------- lr: 0.01 train loss: 1.1946 val loss: 0.7803 Epoch 16/100 ---------- lr: 0.01 train loss: 1.1591 val loss: 0.6436 Epoch 17/100 ---------- lr: 0.01 train loss: 1.2794 val loss: 0.8307 Epoch 18/100 ---------- lr: 0.01 train loss: 1.1262 val loss: 0.8063 Epoch 19/100 ---------- lr: 0.01 train loss: 1.1817 val loss: 0.6414 Epoch 20/100 ---------- lr: 0.01 train loss: 1.0404 val loss: 0.6893 Epoch 21/100 ---------- lr: 0.01 train loss: 1.0267 val loss: 0.5099 Epoch 22/100 ---------- lr: 0.01 train loss: 0.9850 val loss: 0.6438 Epoch 23/100 ---------- lr: 0.01 train loss: 1.0647 val loss: 0.7798 Epoch 24/100 ---------- lr: 0.01 train loss: 1.7492 val loss: 2.0902 Epoch 25/100 ---------- lr: 0.01 train loss: 1.4777 val loss: 0.7258 Epoch 26/100 ---------- lr: 0.01 train loss: 1.0750 val loss: 0.7565 Epoch 27/100 ---------- lr: 0.01 train loss: 1.0369 val loss: 0.5643 Epoch 28/100 ---------- lr: 0.01 train loss: 0.9392 val loss: 0.6351 Epoch 29/100 ---------- lr: 0.01 train loss: 0.9293 val loss: 0.4752 Epoch 30/100 ---------- lr: 0.01 train loss: 0.8828 val loss: 0.5309 Epoch 31/100 ---------- lr: 0.01 train loss: 0.8810 val loss: 0.5686 Epoch 32/100 ---------- lr: 0.01 train loss: 0.9182 val loss: 0.6357 Epoch 33/100 ---------- lr: 0.01 train loss: 1.2236 val loss: 1.1224 Epoch 34/100 ---------- lr: 0.01 train loss: 1.1004 val loss: 0.6155 Epoch 35/100 ---------- lr: 0.01 train loss: 0.8525 val loss: 0.5545 Epoch 36/100 ---------- lr: 0.01 train loss: 0.9468 val loss: 0.5965 Epoch 37/100 ---------- lr: 0.01 train loss: 0.9163 val loss: 0.4219 Epoch 38/100 ---------- lr: 0.01 train loss: 0.7722 val loss: 0.3739 Epoch 39/100 ---------- lr: 0.01 train loss: 1.3502 val loss: 10.3984 Epoch 40/100 ---------- lr: 0.01 train loss: 9.9680 val loss: 7.7352 Epoch 41/100 ---------- lr: 0.01 train loss: 10.5295 val loss: 9.4522 Epoch 42/100 ---------- lr: 0.01 train loss: 11.5521 val loss: 9.1104 Epoch 43/100 ---------- lr: 0.01 train loss: 9.2504 val loss: 8.2451 Epoch 44/100 ---------- lr: 0.01 train loss: 8.5610 val loss: 7.0734 Epoch 45/100 ---------- lr: 0.01 train loss: 7.7117 val loss: 7.5849 Epoch 46/100 ---------- lr: 0.01 train loss: 7.8070 val loss: 6.8893 Epoch 47/100 ---------- lr: 0.01 train loss: 7.8564 val loss: 7.3603 Epoch 48/100 ---------- lr: 0.01 train loss: 7.7990 val loss: 8.5973 Epoch 49/100 ---------- lr: 0.01 train loss: 8.4380 val loss: 6.9014 Epoch 50/100 ---------- lr: 0.01 train loss: 8.1365 val loss: 7.6236 Epoch 51/100 ---------- lr: 0.01 train loss: 8.4001 val loss: 8.4798 Epoch 52/100 ---------- lr: 0.01 train loss: 8.9611 val loss: 9.2733 Epoch 53/100 ---------- lr: 0.01 train loss: 8.1416 val loss: 7.1336 Epoch 54/100 ---------- lr: 0.01 train loss: 8.3135 val loss: 8.2265 Epoch 55/100 ---------- lr: 0.01 train loss: 8.3588 val loss: 7.4501 Epoch 56/100 ---------- lr: 0.01 train loss: 7.5133 val loss: 6.9904 Epoch 57/100 ---------- lr: 0.01 train loss: 7.7256 val loss: 6.8035 Epoch 58/100 ---------- lr: 0.01 train loss: 8.1928 val loss: 8.2005 Epoch 59/100 ---------- lr: 0.01 train loss: 8.6445 val loss: 8.1879 Epoch 60/100 ---------- lr: 0.005 train loss: 8.2353 val loss: 7.5629 Epoch 61/100 ---------- lr: 0.005 train loss: 8.4223 val loss: 7.3462 Epoch 62/100 ---------- lr: 0.005 train loss: 7.7479 val loss: 6.9647 Epoch 63/100 ---------- lr: 0.005 train loss: 7.4029 val loss: 6.7692 Epoch 64/100 ---------- lr: 0.005 train loss: 7.1609 val loss: 6.7957 Epoch 65/100 ---------- lr: 0.005 train loss: 6.9504 val loss: 6.2199 Epoch 66/100 ---------- lr: 0.005 train loss: 6.7299 val loss: 6.0285 Epoch 67/100 ---------- lr: 0.005 train loss: 6.6308 val loss: 5.8448 Epoch 68/100 ---------- lr: 0.005 train loss: 6.5881 val loss: 5.6443 Epoch 69/100 ---------- lr: 0.005 train loss: 6.6639 val loss: 5.7043 Epoch 70/100 ---------- lr: 0.005 train loss: 6.8126 val loss: 6.0758 Epoch 71/100 ---------- lr: 0.005 train loss: 6.9711 val loss: 6.0369 Epoch 72/100 ---------- lr: 0.005 train loss: 6.7382 val loss: 5.9559 Epoch 73/100 ---------- lr: 0.005 train loss: 6.7297 val loss: 5.8573 Epoch 74/100 ---------- lr: 0.005 train loss: 6.6755 val loss: 5.9409 Epoch 75/100 ---------- lr: 0.005 train loss: 7.4141 val loss: 6.6512 Epoch 76/100 ---------- lr: 0.005 train loss: 8.3392 val loss: 7.4072 Epoch 77/100 ---------- lr: 0.005 train loss: 8.2920 val loss: 7.1239 Epoch 78/100 ---------- lr: 0.005 train loss: 8.6539 val loss: 7.4495 Epoch 79/100 ---------- lr: 0.005 train loss: 8.6200 val loss: 7.2403 Epoch 80/100 ---------- lr: 0.005 train loss: 8.0046 val loss: 6.8434 Epoch 81/100 ---------- lr: 0.0025 train loss: 7.4514 val loss: 6.5440 Epoch 82/100 ---------- lr: 0.0025 train loss: 7.2930 val loss: 6.2918 Epoch 83/100 ---------- lr: 0.0025 train loss: 7.1001 val loss: 6.1268 Epoch 84/100 ---------- lr: 0.0025 train loss: 6.9295 val loss: 6.0842 Epoch 85/100 ---------- lr: 0.0025 train loss: 6.8018 val loss: 5.9858 Epoch 86/100 ---------- lr: 0.0025 train loss: 6.6685 val loss: 5.9736 Epoch 87/100 ---------- lr: 0.0025 train loss: 6.6096 val loss: 5.9196 Epoch 88/100 ---------- lr: 0.0025 train loss: 6.5461 val loss: 5.8012 Epoch 89/100 ---------- lr: 0.0025 train loss: 6.4498 val loss: 5.8714 Epoch 90/100 ---------- lr: 0.0025 train loss: 6.5796 val loss: 6.0101 Epoch 91/100 ---------- lr: 0.0025 train loss: 6.4591 val loss: 5.7285 Epoch 92/100 ---------- lr: 0.0025 train loss: 6.4172 val loss: 5.7716 Epoch 93/100 ---------- lr: 0.0025 train loss: 6.4107 val loss: 5.5790 Epoch 94/100 ---------- lr: 0.0025 train loss: 6.2967 val loss: 5.6719 Epoch 95/100 ---------- lr: 0.0025 train loss: 6.2539 val loss: 5.4586 Epoch 96/100 ---------- lr: 0.0025 train loss: 6.1966 val loss: 5.6582 Epoch 97/100 ---------- lr: 0.0025 train loss: 6.1557 val loss: 5.3902 Epoch 98/100 ---------- lr: 0.0025 train loss: 6.1781 val loss: 5.6999 Epoch 99/100 ---------- lr: 0.0025 train loss: 6.1874 val loss: 5.5142 Epoch 100/100 ---------- lr: 0.0025 train loss: 6.1519 val loss: 5.4303 Training complete in 10m 13s Best val loss: 0.3739 at epoch 38 Val MSE at best epoch: 0.1591