Epoch 1/100 ---------- lr: 0.01 train loss: 9.7817 val loss: 3.9667 Epoch 2/100 ---------- lr: 0.01 train loss: 4.1908 val loss: 3.3160 Epoch 3/100 ---------- lr: 0.01 train loss: 3.4904 val loss: 2.9067 Epoch 4/100 ---------- lr: 0.01 train loss: 3.2904 val loss: 2.6383 Epoch 5/100 ---------- lr: 0.01 train loss: 2.9563 val loss: 2.1890 Epoch 6/100 ---------- lr: 0.01 train loss: 2.7645 val loss: 1.9936 Epoch 7/100 ---------- lr: 0.01 train loss: 2.5015 val loss: 1.8790 Epoch 8/100 ---------- lr: 0.01 train loss: 2.3795 val loss: 1.8009 Epoch 9/100 ---------- lr: 0.01 train loss: 3.3986 val loss: 2.1948 Epoch 10/100 ---------- lr: 0.01 train loss: 2.3328 val loss: 1.4742 Epoch 11/100 ---------- lr: 0.01 train loss: 2.0914 val loss: 1.4661 Epoch 12/100 ---------- lr: 0.01 train loss: 2.0659 val loss: 1.2528 Epoch 13/100 ---------- lr: 0.01 train loss: 1.8806 val loss: 1.2657 Epoch 14/100 ---------- lr: 0.01 train loss: 1.7524 val loss: 1.0681 Epoch 15/100 ---------- lr: 0.01 train loss: 2.1857 val loss: 1.8893 Epoch 16/100 ---------- lr: 0.01 train loss: 1.9456 val loss: 1.4582 Epoch 17/100 ---------- lr: 0.01 train loss: 1.8970 val loss: 1.1962 Epoch 18/100 ---------- lr: 0.01 train loss: 1.7367 val loss: 1.1599 Epoch 19/100 ---------- lr: 0.01 train loss: 1.6984 val loss: 0.9610 Epoch 20/100 ---------- lr: 0.01 train loss: 1.4712 val loss: 0.9929 Epoch 21/100 ---------- lr: 0.01 train loss: 1.5057 val loss: 1.2196 Epoch 22/100 ---------- lr: 0.01 train loss: 1.6046 val loss: 1.0388 Epoch 23/100 ---------- lr: 0.01 train loss: 1.7165 val loss: 1.0145 Epoch 24/100 ---------- lr: 0.01 train loss: 1.4120 val loss: 0.7198 Epoch 25/100 ---------- lr: 0.01 train loss: 1.3897 val loss: 0.8696 Epoch 26/100 ---------- lr: 0.01 train loss: 1.5680 val loss: 1.7887 Epoch 27/100 ---------- lr: 0.01 train loss: 2.1312 val loss: 1.0739 Epoch 28/100 ---------- lr: 0.01 train loss: 1.5030 val loss: 0.7914 Epoch 29/100 ---------- lr: 0.01 train loss: 1.5090 val loss: 1.4859 Epoch 30/100 ---------- lr: 0.01 train loss: 1.3943 val loss: 0.8663 Epoch 31/100 ---------- lr: 0.01 train loss: 1.2289 val loss: 0.6593 Epoch 32/100 ---------- lr: 0.01 train loss: 1.1950 val loss: 0.6668 Epoch 33/100 ---------- lr: 0.01 train loss: 1.2516 val loss: 0.8096 Epoch 34/100 ---------- lr: 0.01 train loss: 1.3513 val loss: 1.3728 Epoch 35/100 ---------- lr: 0.01 train loss: 1.7766 val loss: 1.0457 Epoch 36/100 ---------- lr: 0.01 train loss: 1.3747 val loss: 0.7571 Epoch 37/100 ---------- lr: 0.01 train loss: 1.1648 val loss: 0.9248 Epoch 38/100 ---------- lr: 0.01 train loss: 2.8097 val loss: 1.8688 Epoch 39/100 ---------- lr: 0.01 train loss: 2.0293 val loss: 1.3271 Epoch 40/100 ---------- lr: 0.01 train loss: 1.5823 val loss: 0.9769 Epoch 41/100 ---------- lr: 0.01 train loss: 1.3964 val loss: 0.9327 Epoch 42/100 ---------- lr: 0.01 train loss: 1.3048 val loss: 0.8370 Epoch 43/100 ---------- lr: 0.01 train loss: 1.2829 val loss: 0.7547 Epoch 44/100 ---------- lr: 0.01 train loss: 1.2654 val loss: 0.6967 Epoch 45/100 ---------- lr: 0.01 train loss: 1.1734 val loss: 0.6973 Epoch 46/100 ---------- lr: 0.01 train loss: 1.2434 val loss: 0.9857 Epoch 47/100 ---------- lr: 0.01 train loss: 9.5674 val loss: 8.3809 Epoch 48/100 ---------- lr: 0.01 train loss: 10.6570 val loss: 8.6328 Epoch 49/100 ---------- lr: 0.01 train loss: 9.3236 val loss: 8.5803 Epoch 50/100 ---------- lr: 0.01 train loss: 9.2147 val loss: 8.3868 Epoch 51/100 ---------- lr: 0.01 train loss: 8.2442 val loss: 6.5570 Epoch 52/100 ---------- lr: 0.01 train loss: 7.4500 val loss: 6.3012 Epoch 53/100 ---------- lr: 0.005 train loss: 6.9833 val loss: 6.2168 Epoch 54/100 ---------- lr: 0.005 train loss: 7.1631 val loss: 6.0576 Epoch 55/100 ---------- lr: 0.005 train loss: 6.8749 val loss: 6.0031 Epoch 56/100 ---------- lr: 0.005 train loss: 6.8335 val loss: 6.1311 Epoch 57/100 ---------- lr: 0.005 train loss: 8.4952 val loss: 7.7740 Epoch 58/100 ---------- lr: 0.005 train loss: 8.7090 val loss: 7.2663 Epoch 59/100 ---------- lr: 0.005 train loss: 7.9449 val loss: 6.6455 Epoch 60/100 ---------- lr: 0.005 train loss: 7.4539 val loss: 6.5994 Epoch 61/100 ---------- lr: 0.005 train loss: 7.1496 val loss: 6.3343 Epoch 62/100 ---------- lr: 0.005 train loss: 6.9463 val loss: 6.4626 Epoch 63/100 ---------- lr: 0.005 train loss: 7.0338 val loss: 6.2283 Epoch 64/100 ---------- lr: 0.005 train loss: 6.9462 val loss: 6.5882 Epoch 65/100 ---------- lr: 0.005 train loss: 6.9309 val loss: 6.4475 Epoch 66/100 ---------- lr: 0.005 train loss: 6.9049 val loss: 6.2287 Epoch 67/100 ---------- lr: 0.005 train loss: 6.9628 val loss: 6.1239 Epoch 68/100 ---------- lr: 0.005 train loss: 6.6785 val loss: 6.1086 Epoch 69/100 ---------- lr: 0.005 train loss: 6.5479 val loss: 5.9148 Epoch 70/100 ---------- lr: 0.005 train loss: 6.4900 val loss: 5.8626 Epoch 71/100 ---------- lr: 0.005 train loss: 6.3636 val loss: 5.7199 Epoch 72/100 ---------- lr: 0.005 train loss: 6.4017 val loss: 5.7566 Epoch 73/100 ---------- lr: 0.005 train loss: 6.3903 val loss: 5.7740 Epoch 74/100 ---------- lr: 0.0025 train loss: 6.2686 val loss: 5.4862 Epoch 75/100 ---------- lr: 0.0025 train loss: 6.1692 val loss: 5.3830 Epoch 76/100 ---------- lr: 0.0025 train loss: 6.0339 val loss: 5.2698 Epoch 77/100 ---------- lr: 0.0025 train loss: 6.1168 val loss: 5.4528 Epoch 78/100 ---------- lr: 0.0025 train loss: 6.3210 val loss: 5.9294 Epoch 79/100 ---------- lr: 0.0025 train loss: 6.2539 val loss: 5.8556 Epoch 80/100 ---------- lr: 0.0025 train loss: 6.4731 val loss: 5.7278 Epoch 81/100 ---------- lr: 0.0025 train loss: 6.5334 val loss: 5.9320 Epoch 82/100 ---------- lr: 0.0025 train loss: 6.4403 val loss: 5.6647 Epoch 83/100 ---------- lr: 0.0025 train loss: 6.3887 val loss: 5.7231 Epoch 84/100 ---------- lr: 0.0025 train loss: 6.2756 val loss: 5.5459 Epoch 85/100 ---------- lr: 0.0025 train loss: 6.4081 val loss: 5.6916 Epoch 86/100 ---------- lr: 0.0025 train loss: 6.2470 val loss: 5.4435 Epoch 87/100 ---------- lr: 0.0025 train loss: 6.1805 val loss: 5.7199 Epoch 88/100 ---------- lr: 0.0025 train loss: 6.3237 val loss: 5.6733 Epoch 89/100 ---------- lr: 0.0025 train loss: 6.3911 val loss: 5.6858 Epoch 90/100 ---------- lr: 0.0025 train loss: 6.2345 val loss: 5.6370 Epoch 91/100 ---------- lr: 0.0025 train loss: 6.3088 val loss: 5.5636 Epoch 92/100 ---------- lr: 0.0025 train loss: 6.2128 val loss: 5.6496 Epoch 93/100 ---------- lr: 0.0025 train loss: 6.2672 val loss: 5.3861 Epoch 94/100 ---------- lr: 0.0025 train loss: 6.2131 val loss: 5.4832 Epoch 95/100 ---------- lr: 0.00125 train loss: 6.0473 val loss: 5.2600 Epoch 96/100 ---------- lr: 0.00125 train loss: 6.0102 val loss: 5.1700 Epoch 97/100 ---------- lr: 0.00125 train loss: 5.9816 val loss: 5.2700 Epoch 98/100 ---------- lr: 0.00125 train loss: 5.9450 val loss: 5.2601 Epoch 99/100 ---------- lr: 0.00125 train loss: 5.9258 val loss: 5.2224 Epoch 100/100 ---------- lr: 0.00125 train loss: 5.8501 val loss: 5.1450 Training complete in 9m 53s Best val loss: 0.6593 at epoch 31 Val MSE at best epoch: 0.2716