Epoch 1/100 ---------- lr: 0.01 train loss: 11.2666 val loss: 5.5849 Epoch 2/100 ---------- lr: 0.01 train loss: 5.1471 val loss: 3.2164 Epoch 3/100 ---------- lr: 0.01 train loss: 3.8512 val loss: 3.0479 Epoch 4/100 ---------- lr: 0.01 train loss: 3.4997 val loss: 3.0546 Epoch 5/100 ---------- lr: 0.01 train loss: 3.1430 val loss: 2.0336 Epoch 6/100 ---------- lr: 0.01 train loss: 2.8871 val loss: 2.0488 Epoch 7/100 ---------- lr: 0.01 train loss: 2.8214 val loss: 1.9658 Epoch 8/100 ---------- lr: 0.01 train loss: 2.6723 val loss: 1.7390 Epoch 9/100 ---------- lr: 0.01 train loss: 2.3059 val loss: 1.6428 Epoch 10/100 ---------- lr: 0.01 train loss: 1.9980 val loss: 1.5354 Epoch 11/100 ---------- lr: 0.01 train loss: 1.9763 val loss: 1.5596 Epoch 12/100 ---------- lr: 0.01 train loss: 2.1599 val loss: 1.4608 Epoch 13/100 ---------- lr: 0.01 train loss: 1.8479 val loss: 1.1100 Epoch 14/100 ---------- lr: 0.01 train loss: 2.2401 val loss: 3.5752 Epoch 15/100 ---------- lr: 0.01 train loss: 8.1964 val loss: 13.5771 Epoch 16/100 ---------- lr: 0.01 train loss: 12.0125 val loss: 8.9748 Epoch 17/100 ---------- lr: 0.01 train loss: 9.0104 val loss: 6.6061 Epoch 18/100 ---------- lr: 0.01 train loss: 7.7909 val loss: 7.0278 Epoch 19/100 ---------- lr: 0.01 train loss: 7.4397 val loss: 6.6879 Epoch 20/100 ---------- lr: 0.01 train loss: 7.0176 val loss: 6.6447 Epoch 21/100 ---------- lr: 0.01 train loss: 9.1878 val loss: 9.1633 Epoch 22/100 ---------- lr: 0.01 train loss: 9.3449 val loss: 7.6326 Epoch 23/100 ---------- lr: 0.01 train loss: 9.8641 val loss: 7.9692 Epoch 24/100 ---------- lr: 0.01 train loss: 8.8321 val loss: 7.0408 Epoch 25/100 ---------- lr: 0.01 train loss: 7.7129 val loss: 6.4445 Epoch 26/100 ---------- lr: 0.01 train loss: 7.3159 val loss: 6.0839 Epoch 27/100 ---------- lr: 0.01 train loss: 6.9278 val loss: 5.9378 Epoch 28/100 ---------- lr: 0.01 train loss: 6.4841 val loss: 5.3193 Epoch 29/100 ---------- lr: 0.01 train loss: 6.6223 val loss: 6.5707 Epoch 30/100 ---------- lr: 0.01 train loss: 9.5968 val loss: 7.4982 Epoch 31/100 ---------- lr: 0.01 train loss: 8.0881 val loss: 6.4293 Epoch 32/100 ---------- lr: 0.01 train loss: 7.8091 val loss: 7.3958 Epoch 33/100 ---------- lr: 0.01 train loss: 10.2978 val loss: 9.9864 Epoch 34/100 ---------- lr: 0.01 train loss: 9.7988 val loss: 8.3202 Epoch 35/100 ---------- lr: 0.005 train loss: 8.1794 val loss: 6.8336 Epoch 36/100 ---------- lr: 0.005 train loss: 7.4412 val loss: 6.5096 Epoch 37/100 ---------- lr: 0.005 train loss: 6.7999 val loss: 5.9137 Epoch 38/100 ---------- lr: 0.005 train loss: 6.5214 val loss: 5.3803 Epoch 39/100 ---------- lr: 0.005 train loss: 6.1805 val loss: 5.7012 Epoch 40/100 ---------- lr: 0.005 train loss: 6.0829 val loss: 5.3786 Epoch 41/100 ---------- lr: 0.005 train loss: 5.9061 val loss: 5.4178 Epoch 42/100 ---------- lr: 0.005 train loss: 5.8192 val loss: 5.1997 Epoch 43/100 ---------- lr: 0.005 train loss: 5.6604 val loss: 4.9136 Epoch 44/100 ---------- lr: 0.005 train loss: 5.5265 val loss: 5.0301 Epoch 45/100 ---------- lr: 0.005 train loss: 5.3330 val loss: 4.9282 Epoch 46/100 ---------- lr: 0.005 train loss: 5.1775 val loss: 4.7456 Epoch 47/100 ---------- lr: 0.005 train loss: 5.0089 val loss: 4.5855 Epoch 48/100 ---------- lr: 0.005 train loss: 5.0299 val loss: 4.8928 Epoch 49/100 ---------- lr: 0.005 train loss: 5.0769 val loss: 4.5991 Epoch 50/100 ---------- lr: 0.005 train loss: 5.3060 val loss: 4.7775 Epoch 51/100 ---------- lr: 0.005 train loss: 5.1886 val loss: 4.6531 Epoch 52/100 ---------- lr: 0.005 train loss: 5.0467 val loss: 4.2098 Epoch 53/100 ---------- lr: 0.005 train loss: 4.8887 val loss: 4.2769 Epoch 54/100 ---------- lr: 0.005 train loss: 4.7966 val loss: 4.2890 Epoch 55/100 ---------- lr: 0.005 train loss: 4.7009 val loss: 4.3128 Epoch 56/100 ---------- lr: 0.0025 train loss: 4.3200 val loss: 4.0014 Epoch 57/100 ---------- lr: 0.0025 train loss: 4.2691 val loss: 3.8123 Epoch 58/100 ---------- lr: 0.0025 train loss: 4.2011 val loss: 3.8667 Epoch 59/100 ---------- lr: 0.0025 train loss: 4.0819 val loss: 3.7043 Epoch 60/100 ---------- lr: 0.0025 train loss: 4.0664 val loss: 4.0301 Epoch 61/100 ---------- lr: 0.0025 train loss: 4.1202 val loss: 3.8259 Epoch 62/100 ---------- lr: 0.0025 train loss: 4.0643 val loss: 3.7522 Epoch 63/100 ---------- lr: 0.0025 train loss: 4.1234 val loss: 3.7625 Epoch 64/100 ---------- lr: 0.0025 train loss: 4.1648 val loss: 3.8328 Epoch 65/100 ---------- lr: 0.0025 train loss: 4.2018 val loss: 3.7288 Epoch 66/100 ---------- lr: 0.0025 train loss: 4.0753 val loss: 3.7017 Epoch 67/100 ---------- lr: 0.0025 train loss: 3.9727 val loss: 3.8462 Epoch 68/100 ---------- lr: 0.0025 train loss: 3.9712 val loss: 3.5207 Epoch 69/100 ---------- lr: 0.0025 train loss: 3.9849 val loss: 3.7969 Epoch 70/100 ---------- lr: 0.0025 train loss: 4.1392 val loss: 3.8839 Epoch 71/100 ---------- lr: 0.0025 train loss: 3.9788 val loss: 4.0414 Epoch 72/100 ---------- lr: 0.0025 train loss: 3.9976 val loss: 3.7842 Epoch 73/100 ---------- lr: 0.0025 train loss: 3.9847 val loss: 3.8516 Epoch 74/100 ---------- lr: 0.0025 train loss: 4.0794 val loss: 3.6799 Epoch 75/100 ---------- lr: 0.0025 train loss: 4.0425 val loss: 3.6921 Epoch 76/100 ---------- lr: 0.0025 train loss: 4.1282 val loss: 3.9538 Epoch 77/100 ---------- lr: 0.00125 train loss: 3.9701 val loss: 3.7620 Epoch 78/100 ---------- lr: 0.00125 train loss: 3.8973 val loss: 3.7752 Epoch 79/100 ---------- lr: 0.00125 train loss: 3.8486 val loss: 3.7848 Epoch 80/100 ---------- lr: 0.00125 train loss: 3.8730 val loss: 3.6915 Epoch 81/100 ---------- lr: 0.00125 train loss: 3.8172 val loss: 3.8003 Epoch 82/100 ---------- lr: 0.00125 train loss: 3.7743 val loss: 3.6269 Epoch 83/100 ---------- lr: 0.00125 train loss: 3.7358 val loss: 3.5379 Epoch 84/100 ---------- lr: 0.00125 train loss: 3.6903 val loss: 3.7074 Epoch 85/100 ---------- lr: 0.00125 train loss: 3.6824 val loss: 3.5639 Epoch 86/100 ---------- lr: 0.00125 train loss: 3.6524 val loss: 3.5645 Epoch 87/100 ---------- lr: 0.00125 train loss: 3.6175 val loss: 3.4885 Epoch 88/100 ---------- lr: 0.00125 train loss: 3.5568 val loss: 3.4413 Epoch 89/100 ---------- lr: 0.00125 train loss: 3.6279 val loss: 3.4689 Epoch 90/100 ---------- lr: 0.00125 train loss: 3.5843 val loss: 3.5448 Epoch 91/100 ---------- lr: 0.00125 train loss: 3.5503 val loss: 3.4830 Epoch 92/100 ---------- lr: 0.00125 train loss: 3.6387 val loss: 3.4256 Epoch 93/100 ---------- lr: 0.00125 train loss: 3.5698 val loss: 3.4729 Epoch 94/100 ---------- lr: 0.00125 train loss: 3.5587 val loss: 3.3325 Epoch 95/100 ---------- lr: 0.00125 train loss: 3.5415 val loss: 3.5017 Epoch 96/100 ---------- lr: 0.00125 train loss: 3.6356 val loss: 3.5416 Epoch 97/100 ---------- lr: 0.00125 train loss: 3.5918 val loss: 3.3181 Epoch 98/100 ---------- lr: 0.000625 train loss: 3.5561 val loss: 3.3295 Epoch 99/100 ---------- lr: 0.000625 train loss: 3.5318 val loss: 3.2514 Epoch 100/100 ---------- lr: 0.000625 train loss: 3.5233 val loss: 3.1968 Training complete in 24m 5s Best val loss: 1.1100 at epoch 13 Val MSE at best epoch: 0.4732