Epoch 1/100 ---------- lr: 0.01 train loss: 25.1071 val loss: 7.5683 Epoch 2/100 ---------- lr: 0.01 train loss: 7.5390 val loss: 3.9404 Epoch 3/100 ---------- lr: 0.01 train loss: 5.9157 val loss: 3.6994 Epoch 4/100 ---------- lr: 0.01 train loss: 5.2011 val loss: 2.9004 Epoch 5/100 ---------- lr: 0.01 train loss: 5.0993 val loss: 6.6689 Epoch 6/100 ---------- lr: 0.01 train loss: 5.9575 val loss: 3.7644 Epoch 7/100 ---------- lr: 0.01 train loss: 4.7987 val loss: 3.0347 Epoch 8/100 ---------- lr: 0.01 train loss: 4.1745 val loss: 2.3761 Epoch 9/100 ---------- lr: 0.01 train loss: 4.1857 val loss: 2.4873 Epoch 10/100 ---------- lr: 0.01 train loss: 4.5000 val loss: 2.4277 Epoch 11/100 ---------- lr: 0.01 train loss: 3.9233 val loss: 2.0598 Epoch 12/100 ---------- lr: 0.01 train loss: 3.7854 val loss: 2.0354 Epoch 13/100 ---------- lr: 0.01 train loss: 3.6889 val loss: 2.0750 Epoch 14/100 ---------- lr: 0.01 train loss: 3.7929 val loss: 1.8853 Epoch 15/100 ---------- lr: 0.01 train loss: 3.4810 val loss: 1.7761 Epoch 16/100 ---------- lr: 0.01 train loss: 4.0713 val loss: 2.6761 Epoch 17/100 ---------- lr: 0.01 train loss: 3.5924 val loss: 1.7050 Epoch 18/100 ---------- lr: 0.01 train loss: 3.4942 val loss: 2.0631 Epoch 19/100 ---------- lr: 0.01 train loss: 3.4654 val loss: 1.8606 Epoch 20/100 ---------- lr: 0.01 train loss: 3.4638 val loss: 2.1080 Epoch 21/100 ---------- lr: 0.01 train loss: 5.3869 val loss: 10.5535 Epoch 22/100 ---------- lr: 0.01 train loss: 13.7757 val loss: 9.7527 Epoch 23/100 ---------- lr: 0.01 train loss: 11.3753 val loss: 9.1778 Epoch 24/100 ---------- lr: 0.01 train loss: 10.5833 val loss: 7.8573 Epoch 25/100 ---------- lr: 0.01 train loss: 9.6129 val loss: 7.5282 Epoch 26/100 ---------- lr: 0.01 train loss: 8.6903 val loss: 6.6496 Epoch 27/100 ---------- lr: 0.01 train loss: 8.5347 val loss: 6.5747 Epoch 28/100 ---------- lr: 0.01 train loss: 8.1647 val loss: 6.3290 Epoch 29/100 ---------- lr: 0.01 train loss: 9.2646 val loss: 7.7287 Epoch 30/100 ---------- lr: 0.01 train loss: 9.0732 val loss: 6.4080 Epoch 31/100 ---------- lr: 0.01 train loss: 8.1164 val loss: 6.3385 Epoch 32/100 ---------- lr: 0.01 train loss: 8.1105 val loss: 7.2823 Epoch 33/100 ---------- lr: 0.01 train loss: 9.3022 val loss: 8.8024 Epoch 34/100 ---------- lr: 0.01 train loss: 9.2962 val loss: 7.7080 Epoch 35/100 ---------- lr: 0.01 train loss: 9.4767 val loss: 7.4729 Epoch 36/100 ---------- lr: 0.01 train loss: 9.1722 val loss: 6.5652 Epoch 37/100 ---------- lr: 0.01 train loss: 8.6237 val loss: 6.9069 Epoch 38/100 ---------- lr: 0.01 train loss: 9.4441 val loss: 7.2402 Epoch 39/100 ---------- lr: 0.005 train loss: 8.6358 val loss: 6.2427 Epoch 40/100 ---------- lr: 0.005 train loss: 8.3496 val loss: 6.7614 Epoch 41/100 ---------- lr: 0.005 train loss: 8.1446 val loss: 6.2876 Epoch 42/100 ---------- lr: 0.005 train loss: 8.1080 val loss: 6.8774 Epoch 43/100 ---------- lr: 0.005 train loss: 8.7566 val loss: 7.3180 Epoch 44/100 ---------- lr: 0.005 train loss: 8.7092 val loss: 7.3715 Epoch 45/100 ---------- lr: 0.005 train loss: 8.6188 val loss: 7.0515 Epoch 46/100 ---------- lr: 0.005 train loss: 8.2130 val loss: 6.5799 Epoch 47/100 ---------- lr: 0.005 train loss: 7.8897 val loss: 6.1974 Epoch 48/100 ---------- lr: 0.005 train loss: 7.6339 val loss: 6.1057 Epoch 49/100 ---------- lr: 0.005 train loss: 7.3909 val loss: 5.9363 Epoch 50/100 ---------- lr: 0.005 train loss: 7.3542 val loss: 6.1467 Epoch 51/100 ---------- lr: 0.005 train loss: 7.1522 val loss: 5.8810 Epoch 52/100 ---------- lr: 0.005 train loss: 7.0351 val loss: 5.6142 Epoch 53/100 ---------- lr: 0.005 train loss: 7.2803 val loss: 5.8864 Epoch 54/100 ---------- lr: 0.005 train loss: 7.9968 val loss: 6.7717 Epoch 55/100 ---------- lr: 0.005 train loss: 7.9751 val loss: 6.0722 Epoch 56/100 ---------- lr: 0.005 train loss: 7.5453 val loss: 5.8718 Epoch 57/100 ---------- lr: 0.005 train loss: 7.3517 val loss: 5.5967 Epoch 58/100 ---------- lr: 0.005 train loss: 7.1972 val loss: 5.7480 Epoch 59/100 ---------- lr: 0.005 train loss: 7.2582 val loss: 5.8165 Epoch 60/100 ---------- lr: 0.0025 train loss: 7.0073 val loss: 5.1835 Epoch 61/100 ---------- lr: 0.0025 train loss: 6.8772 val loss: 5.1109 Epoch 62/100 ---------- lr: 0.0025 train loss: 6.9189 val loss: 5.2564 Epoch 63/100 ---------- lr: 0.0025 train loss: 6.9038 val loss: 5.3168 Epoch 64/100 ---------- lr: 0.0025 train loss: 6.8220 val loss: 5.1016 Epoch 65/100 ---------- lr: 0.0025 train loss: 6.7212 val loss: 5.0809 Epoch 66/100 ---------- lr: 0.0025 train loss: 6.6956 val loss: 5.1238 Epoch 67/100 ---------- lr: 0.0025 train loss: 6.5346 val loss: 4.9214 Epoch 68/100 ---------- lr: 0.0025 train loss: 6.4739 val loss: 4.8282 Epoch 69/100 ---------- lr: 0.0025 train loss: 6.4935 val loss: 4.9003 Epoch 70/100 ---------- lr: 0.0025 train loss: 6.4428 val loss: 4.9252 Epoch 71/100 ---------- lr: 0.0025 train loss: 6.3345 val loss: 4.7448 Epoch 72/100 ---------- lr: 0.0025 train loss: 6.4834 val loss: 4.7915 Epoch 73/100 ---------- lr: 0.0025 train loss: 6.4035 val loss: 4.8100 Epoch 74/100 ---------- lr: 0.0025 train loss: 6.3708 val loss: 4.7352 Epoch 75/100 ---------- lr: 0.0025 train loss: 6.5047 val loss: 4.9804 Epoch 76/100 ---------- lr: 0.0025 train loss: 6.3461 val loss: 4.5570 Epoch 77/100 ---------- lr: 0.0025 train loss: 6.2522 val loss: 4.7271 Epoch 78/100 ---------- lr: 0.0025 train loss: 6.2967 val loss: 4.4592 Epoch 79/100 ---------- lr: 0.0025 train loss: 6.4572 val loss: 4.9406 Epoch 80/100 ---------- lr: 0.0025 train loss: 6.6653 val loss: 4.9115 Epoch 81/100 ---------- lr: 0.00125 train loss: 6.6984 val loss: 4.9959 Epoch 82/100 ---------- lr: 0.00125 train loss: 6.6597 val loss: 4.9395 Epoch 83/100 ---------- lr: 0.00125 train loss: 6.6549 val loss: 5.3462 Epoch 84/100 ---------- lr: 0.00125 train loss: 6.6842 val loss: 5.1265 Epoch 85/100 ---------- lr: 0.00125 train loss: 6.6310 val loss: 5.0232 Epoch 86/100 ---------- lr: 0.00125 train loss: 6.5758 val loss: 5.0140 Epoch 87/100 ---------- lr: 0.00125 train loss: 6.4695 val loss: 5.2765 Epoch 88/100 ---------- lr: 0.00125 train loss: 6.4882 val loss: 5.2483 Epoch 89/100 ---------- lr: 0.00125 train loss: 6.4565 val loss: 5.0506 Epoch 90/100 ---------- lr: 0.00125 train loss: 6.4456 val loss: 5.0228 Epoch 91/100 ---------- lr: 0.00125 train loss: 6.4212 val loss: 5.0333 Epoch 92/100 ---------- lr: 0.00125 train loss: 6.4168 val loss: 5.0813 Epoch 93/100 ---------- lr: 0.00125 train loss: 6.3783 val loss: 5.0294 Epoch 94/100 ---------- lr: 0.00125 train loss: 6.3440 val loss: 4.9703 Epoch 95/100 ---------- lr: 0.00125 train loss: 6.3145 val loss: 4.7962 Epoch 96/100 ---------- lr: 0.00125 train loss: 6.3016 val loss: 4.7743 Epoch 97/100 ---------- lr: 0.00125 train loss: 6.2538 val loss: 4.8006 Epoch 98/100 ---------- lr: 0.00125 train loss: 6.2613 val loss: 5.0301 Epoch 99/100 ---------- lr: 0.00125 train loss: 6.3334 val loss: 4.7307 Epoch 100/100 ---------- lr: 0.00125 train loss: 6.2614 val loss: 4.7424 Training complete in 15m 31s Best val loss: 1.7050 at epoch 17 Val MSE at best epoch: 0.6008