Epoch 1/100 ---------- lr: 0.01 train loss: 8.0969 val loss: 4.4817 Epoch 2/100 ---------- lr: 0.01 train loss: 4.1117 val loss: 2.8646 Epoch 3/100 ---------- lr: 0.01 train loss: 3.3029 val loss: 2.2013 Epoch 4/100 ---------- lr: 0.01 train loss: 2.9674 val loss: 1.9668 Epoch 5/100 ---------- lr: 0.01 train loss: 3.4656 val loss: 2.3802 Epoch 6/100 ---------- lr: 0.01 train loss: 3.0426 val loss: 1.8616 Epoch 7/100 ---------- lr: 0.01 train loss: 2.4704 val loss: 1.8251 Epoch 8/100 ---------- lr: 0.01 train loss: 2.2738 val loss: 1.2863 Epoch 9/100 ---------- lr: 0.01 train loss: 2.0406 val loss: 1.2785 Epoch 10/100 ---------- lr: 0.01 train loss: 2.1640 val loss: 1.5108 Epoch 11/100 ---------- lr: 0.01 train loss: 1.9844 val loss: 1.2901 Epoch 12/100 ---------- lr: 0.01 train loss: 1.8520 val loss: 1.1291 Epoch 13/100 ---------- lr: 0.01 train loss: 2.4945 val loss: 1.3057 Epoch 14/100 ---------- lr: 0.01 train loss: 1.9305 val loss: 0.9811 Epoch 15/100 ---------- lr: 0.01 train loss: 1.6717 val loss: 1.0070 Epoch 16/100 ---------- lr: 0.01 train loss: 1.5863 val loss: 0.9284 Epoch 17/100 ---------- lr: 0.01 train loss: 1.5875 val loss: 1.0380 Epoch 18/100 ---------- lr: 0.01 train loss: 1.5906 val loss: 1.0177 Epoch 19/100 ---------- lr: 0.01 train loss: 1.8412 val loss: 1.5654 Epoch 20/100 ---------- lr: 0.01 train loss: 1.9538 val loss: 1.0410 Epoch 21/100 ---------- lr: 0.01 train loss: 1.6897 val loss: 0.8935 Epoch 22/100 ---------- lr: 0.01 train loss: 1.4644 val loss: 0.7473 Epoch 23/100 ---------- lr: 0.01 train loss: 1.4126 val loss: 0.7215 Epoch 24/100 ---------- lr: 0.01 train loss: 1.4283 val loss: 0.7144 Epoch 25/100 ---------- lr: 0.01 train loss: 1.4421 val loss: 0.9392 Epoch 26/100 ---------- lr: 0.01 train loss: 1.6201 val loss: 0.7223 Epoch 27/100 ---------- lr: 0.01 train loss: 1.4749 val loss: 0.8073 Epoch 28/100 ---------- lr: 0.01 train loss: 1.4160 val loss: 0.6545 Epoch 29/100 ---------- lr: 0.01 train loss: 1.3059 val loss: 0.6173 Epoch 30/100 ---------- lr: 0.01 train loss: 1.4860 val loss: 1.5314 Epoch 31/100 ---------- lr: 0.01 train loss: 2.2441 val loss: 1.0111 Epoch 32/100 ---------- lr: 0.01 train loss: 1.5649 val loss: 0.8001 Epoch 33/100 ---------- lr: 0.01 train loss: 1.3700 val loss: 0.6017 Epoch 34/100 ---------- lr: 0.01 train loss: 1.5978 val loss: 0.8478 Epoch 35/100 ---------- lr: 0.01 train loss: 1.3807 val loss: 0.5881 Epoch 36/100 ---------- lr: 0.01 train loss: 1.2714 val loss: 0.6338 Epoch 37/100 ---------- lr: 0.01 train loss: 1.3126 val loss: 0.5704 Epoch 38/100 ---------- lr: 0.01 train loss: 1.2616 val loss: 0.4944 Epoch 39/100 ---------- lr: 0.01 train loss: 1.4003 val loss: 0.7399 Epoch 40/100 ---------- lr: 0.01 train loss: 1.2902 val loss: 0.5729 Epoch 41/100 ---------- lr: 0.01 train loss: 1.2788 val loss: 1.1774 Epoch 42/100 ---------- lr: 0.01 train loss: 1.7150 val loss: 1.2023 Epoch 43/100 ---------- lr: 0.01 train loss: 1.5363 val loss: 1.0882 Epoch 44/100 ---------- lr: 0.01 train loss: 1.5414 val loss: 0.6802 Epoch 45/100 ---------- lr: 0.01 train loss: 1.3715 val loss: 0.7226 Epoch 46/100 ---------- lr: 0.01 train loss: 1.3000 val loss: 0.4959 Epoch 47/100 ---------- lr: 0.01 train loss: 1.3349 val loss: 0.6266 Epoch 48/100 ---------- lr: 0.01 train loss: 1.2607 val loss: 0.5259 Epoch 49/100 ---------- lr: 0.01 train loss: 1.4884 val loss: 0.6350 Epoch 50/100 ---------- lr: 0.01 train loss: 1.3851 val loss: 0.6714 Epoch 51/100 ---------- lr: 0.01 train loss: 1.2876 val loss: 0.5160 Epoch 52/100 ---------- lr: 0.01 train loss: 1.2855 val loss: 0.8297 Epoch 53/100 ---------- lr: 0.01 train loss: 3.4304 val loss: 6.8485 Epoch 54/100 ---------- lr: 0.01 train loss: 7.5228 val loss: 5.7190 Epoch 55/100 ---------- lr: 0.01 train loss: 6.1354 val loss: 5.2573 Epoch 56/100 ---------- lr: 0.01 train loss: 5.5888 val loss: 4.9224 Epoch 57/100 ---------- lr: 0.01 train loss: 6.6646 val loss: 5.6408 Epoch 58/100 ---------- lr: 0.01 train loss: 6.7582 val loss: 5.9366 Epoch 59/100 ---------- lr: 0.01 train loss: 6.6827 val loss: 5.6328 Epoch 60/100 ---------- lr: 0.005 train loss: 6.2030 val loss: 5.3341 Epoch 61/100 ---------- lr: 0.005 train loss: 5.8908 val loss: 5.1852 Epoch 62/100 ---------- lr: 0.005 train loss: 5.7715 val loss: 5.0302 Epoch 63/100 ---------- lr: 0.005 train loss: 5.7005 val loss: 5.1862 Epoch 64/100 ---------- lr: 0.005 train loss: 5.9124 val loss: 5.2195 Epoch 65/100 ---------- lr: 0.005 train loss: 5.8981 val loss: 5.0392 Epoch 66/100 ---------- lr: 0.005 train loss: 5.7572 val loss: 4.7937 Epoch 67/100 ---------- lr: 0.005 train loss: 5.5491 val loss: 4.8074 Epoch 68/100 ---------- lr: 0.005 train loss: 5.5180 val loss: 4.7831 Epoch 69/100 ---------- lr: 0.005 train loss: 5.5902 val loss: 4.6190 Epoch 70/100 ---------- lr: 0.005 train loss: 5.4850 val loss: 4.7298 Epoch 71/100 ---------- lr: 0.005 train loss: 5.6884 val loss: 4.6644 Epoch 72/100 ---------- lr: 0.005 train loss: 5.6906 val loss: 4.9385 Epoch 73/100 ---------- lr: 0.005 train loss: 5.8724 val loss: 4.8661 Epoch 74/100 ---------- lr: 0.005 train loss: 5.7710 val loss: 4.8366 Epoch 75/100 ---------- lr: 0.005 train loss: 5.7984 val loss: 4.7895 Epoch 76/100 ---------- lr: 0.005 train loss: 5.7765 val loss: 4.6343 Epoch 77/100 ---------- lr: 0.005 train loss: 5.5046 val loss: 4.4164 Epoch 78/100 ---------- lr: 0.005 train loss: 5.4854 val loss: 4.4483 Epoch 79/100 ---------- lr: 0.005 train loss: 5.3653 val loss: 4.4775 Epoch 80/100 ---------- lr: 0.005 train loss: 5.3323 val loss: 4.2799 Epoch 81/100 ---------- lr: 0.0025 train loss: 5.1968 val loss: 4.1209 Epoch 82/100 ---------- lr: 0.0025 train loss: 5.1802 val loss: 4.1996 Epoch 83/100 ---------- lr: 0.0025 train loss: 5.1836 val loss: 4.1869 Epoch 84/100 ---------- lr: 0.0025 train loss: 5.1919 val loss: 4.2444 Epoch 85/100 ---------- lr: 0.0025 train loss: 5.2277 val loss: 4.1431 Epoch 86/100 ---------- lr: 0.0025 train loss: 5.1627 val loss: 4.2166 Epoch 87/100 ---------- lr: 0.0025 train loss: 5.1875 val loss: 4.2026 Epoch 88/100 ---------- lr: 0.0025 train loss: 5.1580 val loss: 4.1647 Epoch 89/100 ---------- lr: 0.0025 train loss: 5.1878 val loss: 4.1583 Epoch 90/100 ---------- lr: 0.0025 train loss: 5.1817 val loss: 4.1994 Epoch 91/100 ---------- lr: 0.0025 train loss: 5.0993 val loss: 4.0779 Epoch 92/100 ---------- lr: 0.0025 train loss: 5.0753 val loss: 4.1133 Epoch 93/100 ---------- lr: 0.0025 train loss: 5.0702 val loss: 4.0451 Epoch 94/100 ---------- lr: 0.0025 train loss: 5.1414 val loss: 4.2868 Epoch 95/100 ---------- lr: 0.0025 train loss: 5.3199 val loss: 4.3541 Epoch 96/100 ---------- lr: 0.0025 train loss: 5.3349 val loss: 4.2212 Epoch 97/100 ---------- lr: 0.0025 train loss: 5.2778 val loss: 4.2124 Epoch 98/100 ---------- lr: 0.0025 train loss: 5.2287 val loss: 4.1768 Epoch 99/100 ---------- lr: 0.0025 train loss: 5.1664 val loss: 4.0528 Epoch 100/100 ---------- lr: 0.0025 train loss: 5.1592 val loss: 4.2089 Training complete in 7m 21s Best val loss: 0.4944 at epoch 38 Val MSE at best epoch: 0.2012