Epoch 1/100 ---------- lr: 0.005 train loss: 14.0557 val loss: 4.3983 Epoch 2/100 ---------- lr: 0.005 train loss: 4.7082 val loss: 3.4374 Epoch 3/100 ---------- lr: 0.005 train loss: 4.0207 val loss: 3.4422 Epoch 4/100 ---------- lr: 0.005 train loss: 3.7808 val loss: 2.4250 Epoch 5/100 ---------- lr: 0.005 train loss: 3.1332 val loss: 2.1088 Epoch 6/100 ---------- lr: 0.005 train loss: 2.7151 val loss: 1.7872 Epoch 7/100 ---------- lr: 0.005 train loss: 2.3504 val loss: 1.6029 Epoch 8/100 ---------- lr: 0.005 train loss: 2.4622 val loss: 1.5564 Epoch 9/100 ---------- lr: 0.005 train loss: 2.2155 val loss: 2.1122 Epoch 10/100 ---------- lr: 0.005 train loss: 2.6213 val loss: 2.1916 Epoch 11/100 ---------- lr: 0.005 train loss: 2.4316 val loss: 1.2598 Epoch 12/100 ---------- lr: 0.005 train loss: 1.7121 val loss: 1.2105 Epoch 13/100 ---------- lr: 0.005 train loss: 1.5528 val loss: 0.8337 Epoch 14/100 ---------- lr: 0.005 train loss: 1.4675 val loss: 0.8263 Epoch 15/100 ---------- lr: 0.005 train loss: 1.5115 val loss: 0.8902 Epoch 16/100 ---------- lr: 0.005 train loss: 1.8953 val loss: 1.6069 Epoch 17/100 ---------- lr: 0.005 train loss: 2.7109 val loss: 1.5896 Epoch 18/100 ---------- lr: 0.005 train loss: 1.6821 val loss: 0.8796 Epoch 19/100 ---------- lr: 0.005 train loss: 1.4274 val loss: 0.7407 Epoch 20/100 ---------- lr: 0.005 train loss: 1.2685 val loss: 0.6756 Epoch 21/100 ---------- lr: 0.005 train loss: 1.3216 val loss: 1.0826 Epoch 22/100 ---------- lr: 0.005 train loss: 3.0151 val loss: 1.6620 Epoch 23/100 ---------- lr: 0.005 train loss: 2.0217 val loss: 0.9715 Epoch 24/100 ---------- lr: 0.005 train loss: 1.5573 val loss: 0.8465 Epoch 25/100 ---------- lr: 0.005 train loss: 1.3280 val loss: 0.6824 Epoch 26/100 ---------- lr: 0.005 train loss: 1.2406 val loss: 0.6653 Epoch 27/100 ---------- lr: 0.005 train loss: 1.2931 val loss: 0.6863 Epoch 28/100 ---------- lr: 0.005 train loss: 1.2137 val loss: 0.8088 Epoch 29/100 ---------- lr: 0.005 train loss: 1.1931 val loss: 0.5631 Epoch 30/100 ---------- lr: 0.005 train loss: 1.1495 val loss: 0.5588 Epoch 31/100 ---------- lr: 0.005 train loss: 1.0832 val loss: 0.4896 Epoch 32/100 ---------- lr: 0.005 train loss: 1.0332 val loss: 0.5743 Epoch 33/100 ---------- lr: 0.005 train loss: 1.1269 val loss: 1.0897 Epoch 34/100 ---------- lr: 0.005 train loss: 2.2575 val loss: 3.1084 Epoch 35/100 ---------- lr: 0.005 train loss: 2.3476 val loss: 0.9015 Epoch 36/100 ---------- lr: 0.005 train loss: 1.4315 val loss: 0.7648 Epoch 37/100 ---------- lr: 0.005 train loss: 1.2325 val loss: 0.5878 Epoch 38/100 ---------- lr: 0.005 train loss: 1.0952 val loss: 0.5192 Epoch 39/100 ---------- lr: 0.005 train loss: 1.1632 val loss: 0.6973 Epoch 40/100 ---------- lr: 0.005 train loss: 1.0707 val loss: 0.4573 Epoch 41/100 ---------- lr: 0.005 train loss: 1.0310 val loss: 0.5042 Epoch 42/100 ---------- lr: 0.005 train loss: 1.2890 val loss: 0.8586 Epoch 43/100 ---------- lr: 0.005 train loss: 1.3862 val loss: 0.6982 Epoch 44/100 ---------- lr: 0.005 train loss: 1.1538 val loss: 0.5123 Epoch 45/100 ---------- lr: 0.005 train loss: 1.0033 val loss: 0.4433 Epoch 46/100 ---------- lr: 0.005 train loss: 0.9417 val loss: 0.4101 Epoch 47/100 ---------- lr: 0.005 train loss: 0.9036 val loss: 0.3770 Epoch 48/100 ---------- lr: 0.005 train loss: 0.9362 val loss: 0.3964 Epoch 49/100 ---------- lr: 0.005 train loss: 0.9465 val loss: 0.3858 Epoch 50/100 ---------- lr: 0.005 train loss: 0.9998 val loss: 0.9650 Epoch 51/100 ---------- lr: 0.005 train loss: 1.1858 val loss: 0.6105 Epoch 52/100 ---------- lr: 0.005 train loss: 1.0563 val loss: 0.4024 Epoch 53/100 ---------- lr: 0.005 train loss: 0.9341 val loss: 0.7099 Epoch 54/100 ---------- lr: 0.005 train loss: 0.9988 val loss: 0.4152 Epoch 55/100 ---------- lr: 0.005 train loss: 1.4397 val loss: 1.3240 Epoch 56/100 ---------- lr: 0.005 train loss: 3.9412 val loss: 4.6758 Epoch 57/100 ---------- lr: 0.005 train loss: 5.2911 val loss: 3.7457 Epoch 58/100 ---------- lr: 0.005 train loss: 4.9981 val loss: 3.6022 Epoch 59/100 ---------- lr: 0.005 train loss: 4.4610 val loss: 3.2883 Epoch 60/100 ---------- lr: 0.005 train loss: 4.6026 val loss: 3.2696 Epoch 61/100 ---------- lr: 0.005 train loss: 4.7047 val loss: 3.5879 Epoch 62/100 ---------- lr: 0.005 train loss: 4.4398 val loss: 3.6666 Epoch 63/100 ---------- lr: 0.005 train loss: 5.1484 val loss: 4.5396 Epoch 64/100 ---------- lr: 0.005 train loss: 5.2046 val loss: 3.8246 Epoch 65/100 ---------- lr: 0.005 train loss: 4.5927 val loss: 3.6954 Epoch 66/100 ---------- lr: 0.005 train loss: 4.5662 val loss: 3.9570 Epoch 67/100 ---------- lr: 0.005 train loss: 4.5698 val loss: 4.0439 Epoch 68/100 ---------- lr: 0.005 train loss: 4.6525 val loss: 4.0727 Epoch 69/100 ---------- lr: 0.0025 train loss: 4.4764 val loss: 3.2790 Epoch 70/100 ---------- lr: 0.0025 train loss: 4.1514 val loss: 3.5086 Epoch 71/100 ---------- lr: 0.0025 train loss: 4.2142 val loss: 3.2977 Epoch 72/100 ---------- lr: 0.0025 train loss: 4.2237 val loss: 3.1979 Epoch 73/100 ---------- lr: 0.0025 train loss: 4.5662 val loss: 3.2929 Epoch 74/100 ---------- lr: 0.0025 train loss: 4.3176 val loss: 3.4483 Epoch 75/100 ---------- lr: 0.0025 train loss: 4.1391 val loss: 3.1790 Epoch 76/100 ---------- lr: 0.0025 train loss: 4.0065 val loss: 3.0384 Epoch 77/100 ---------- lr: 0.0025 train loss: 4.2462 val loss: 3.2117 Epoch 78/100 ---------- lr: 0.0025 train loss: 3.8979 val loss: 2.7940 Epoch 79/100 ---------- lr: 0.0025 train loss: 3.7631 val loss: 3.1016 Epoch 80/100 ---------- lr: 0.0025 train loss: 3.8087 val loss: 2.8142 Epoch 81/100 ---------- lr: 0.0025 train loss: 3.5548 val loss: 2.7921 Epoch 82/100 ---------- lr: 0.0025 train loss: 3.4607 val loss: 2.6928 Epoch 83/100 ---------- lr: 0.0025 train loss: 3.3486 val loss: 2.6299 Epoch 84/100 ---------- lr: 0.0025 train loss: 3.4568 val loss: 2.5192 Epoch 85/100 ---------- lr: 0.0025 train loss: 3.5023 val loss: 2.8838 Epoch 86/100 ---------- lr: 0.0025 train loss: 3.3643 val loss: 2.6662 Epoch 87/100 ---------- lr: 0.0025 train loss: 3.2037 val loss: 2.5584 Epoch 88/100 ---------- lr: 0.0025 train loss: 3.1325 val loss: 2.4640 Epoch 89/100 ---------- lr: 0.0025 train loss: 3.0540 val loss: 2.3701 Epoch 90/100 ---------- lr: 0.00125 train loss: 2.8081 val loss: 2.2628 Epoch 91/100 ---------- lr: 0.00125 train loss: 2.7661 val loss: 2.2710 Epoch 92/100 ---------- lr: 0.00125 train loss: 2.7302 val loss: 2.2064 Epoch 93/100 ---------- lr: 0.00125 train loss: 2.6510 val loss: 2.1472 Epoch 94/100 ---------- lr: 0.00125 train loss: 2.6529 val loss: 2.1939 Epoch 95/100 ---------- lr: 0.00125 train loss: 2.6778 val loss: 2.0832 Epoch 96/100 ---------- lr: 0.00125 train loss: 2.6979 val loss: 2.0959 Epoch 97/100 ---------- lr: 0.00125 train loss: 2.6376 val loss: 2.1055 Epoch 98/100 ---------- lr: 0.00125 train loss: 2.6785 val loss: 2.1154 Epoch 99/100 ---------- lr: 0.00125 train loss: 2.7060 val loss: 2.3070 Epoch 100/100 ---------- lr: 0.00125 train loss: 2.8408 val loss: 2.2800 Training complete in 22m 8s Best val loss: 0.3770 at epoch 47 Val MSE at best epoch: 0.1376