Epoch 1/100 ---------- lr: 0.01 train loss: 17.6903 val loss: 6.5729 Epoch 2/100 ---------- lr: 0.01 train loss: 6.9127 val loss: 3.8404 Epoch 3/100 ---------- lr: 0.01 train loss: 5.3965 val loss: 3.6915 Epoch 4/100 ---------- lr: 0.01 train loss: 4.9836 val loss: 3.0701 Epoch 5/100 ---------- lr: 0.01 train loss: 4.5835 val loss: 2.5854 Epoch 6/100 ---------- lr: 0.01 train loss: 4.6529 val loss: 2.8192 Epoch 7/100 ---------- lr: 0.01 train loss: 4.3978 val loss: 2.3630 Epoch 8/100 ---------- lr: 0.01 train loss: 3.9344 val loss: 2.2671 Epoch 9/100 ---------- lr: 0.01 train loss: 4.2411 val loss: 2.4501 Epoch 10/100 ---------- lr: 0.01 train loss: 3.8993 val loss: 2.2242 Epoch 11/100 ---------- lr: 0.01 train loss: 3.8537 val loss: 2.1634 Epoch 12/100 ---------- lr: 0.01 train loss: 3.6164 val loss: 2.0870 Epoch 13/100 ---------- lr: 0.01 train loss: 3.6047 val loss: 1.6961 Epoch 14/100 ---------- lr: 0.01 train loss: 3.3422 val loss: 1.6058 Epoch 15/100 ---------- lr: 0.01 train loss: 3.3503 val loss: 1.8524 Epoch 16/100 ---------- lr: 0.01 train loss: 10.6786 val loss: 10.4846 Epoch 17/100 ---------- lr: 0.01 train loss: 10.8131 val loss: 10.0274 Epoch 18/100 ---------- lr: 0.01 train loss: 12.0126 val loss: 9.6830 Epoch 19/100 ---------- lr: 0.01 train loss: 10.9198 val loss: 7.7861 Epoch 20/100 ---------- lr: 0.01 train loss: 10.4074 val loss: 10.8259 Epoch 21/100 ---------- lr: 0.01 train loss: 12.1472 val loss: 9.0673 Epoch 22/100 ---------- lr: 0.01 train loss: 11.5207 val loss: 9.0127 Epoch 23/100 ---------- lr: 0.01 train loss: 10.1098 val loss: 7.5389 Epoch 24/100 ---------- lr: 0.01 train loss: 9.2747 val loss: 6.5878 Epoch 25/100 ---------- lr: 0.01 train loss: 8.4428 val loss: 6.3697 Epoch 26/100 ---------- lr: 0.01 train loss: 8.4311 val loss: 6.3370 Epoch 27/100 ---------- lr: 0.01 train loss: 8.2706 val loss: 6.8868 Epoch 28/100 ---------- lr: 0.01 train loss: 7.9559 val loss: 5.7839 Epoch 29/100 ---------- lr: 0.01 train loss: 7.8984 val loss: 6.2243 Epoch 30/100 ---------- lr: 0.01 train loss: 8.1067 val loss: 6.2168 Epoch 31/100 ---------- lr: 0.01 train loss: 7.8691 val loss: 6.9539 Epoch 32/100 ---------- lr: 0.01 train loss: 8.6026 val loss: 6.6543 Epoch 33/100 ---------- lr: 0.01 train loss: 7.8547 val loss: 6.0355 Epoch 34/100 ---------- lr: 0.01 train loss: 7.3316 val loss: 5.6387 Epoch 35/100 ---------- lr: 0.01 train loss: 7.1281 val loss: 5.4955 Epoch 36/100 ---------- lr: 0.005 train loss: 6.5959 val loss: 4.9200 Epoch 37/100 ---------- lr: 0.005 train loss: 6.7841 val loss: 5.1122 Epoch 38/100 ---------- lr: 0.005 train loss: 6.7608 val loss: 5.4817 Epoch 39/100 ---------- lr: 0.005 train loss: 7.3118 val loss: 5.3520 Epoch 40/100 ---------- lr: 0.005 train loss: 6.9660 val loss: 5.2262 Epoch 41/100 ---------- lr: 0.005 train loss: 6.7850 val loss: 5.3277 Epoch 42/100 ---------- lr: 0.005 train loss: 6.8509 val loss: 5.2172 Epoch 43/100 ---------- lr: 0.005 train loss: 6.7757 val loss: 5.5469 Epoch 44/100 ---------- lr: 0.005 train loss: 6.8763 val loss: 5.3337 Epoch 45/100 ---------- lr: 0.005 train loss: 7.6031 val loss: 6.6831 Epoch 46/100 ---------- lr: 0.005 train loss: 7.8345 val loss: 6.0522 Epoch 47/100 ---------- lr: 0.005 train loss: 7.5220 val loss: 6.1202 Epoch 48/100 ---------- lr: 0.005 train loss: 7.5230 val loss: 5.9923 Epoch 49/100 ---------- lr: 0.005 train loss: 7.0915 val loss: 5.6039 Epoch 50/100 ---------- lr: 0.005 train loss: 7.0038 val loss: 5.9704 Epoch 51/100 ---------- lr: 0.005 train loss: 6.9053 val loss: 5.5013 Epoch 52/100 ---------- lr: 0.005 train loss: 6.9278 val loss: 5.9884 Epoch 53/100 ---------- lr: 0.005 train loss: 7.4081 val loss: 6.3495 Epoch 54/100 ---------- lr: 0.005 train loss: 7.9666 val loss: 6.3017 Epoch 55/100 ---------- lr: 0.005 train loss: 7.8960 val loss: 6.3687 Epoch 56/100 ---------- lr: 0.005 train loss: 7.5949 val loss: 6.0201 Epoch 57/100 ---------- lr: 0.0025 train loss: 7.2494 val loss: 6.0045 Epoch 58/100 ---------- lr: 0.0025 train loss: 7.3487 val loss: 5.8365 Epoch 59/100 ---------- lr: 0.0025 train loss: 7.2020 val loss: 5.6121 Epoch 60/100 ---------- lr: 0.0025 train loss: 7.2872 val loss: 5.6978 Epoch 61/100 ---------- lr: 0.0025 train loss: 7.2880 val loss: 5.8733 Epoch 62/100 ---------- lr: 0.0025 train loss: 7.2035 val loss: 5.7485 Epoch 63/100 ---------- lr: 0.0025 train loss: 7.0561 val loss: 5.6797 Epoch 64/100 ---------- lr: 0.0025 train loss: 7.0104 val loss: 5.7825 Epoch 65/100 ---------- lr: 0.0025 train loss: 6.9370 val loss: 5.7086 Epoch 66/100 ---------- lr: 0.0025 train loss: 6.8846 val loss: 5.7533 Epoch 67/100 ---------- lr: 0.0025 train loss: 6.9016 val loss: 5.4787 Epoch 68/100 ---------- lr: 0.0025 train loss: 6.6866 val loss: 5.3319 Epoch 69/100 ---------- lr: 0.0025 train loss: 6.6460 val loss: 5.1498 Epoch 70/100 ---------- lr: 0.0025 train loss: 6.7061 val loss: 5.7642 Epoch 71/100 ---------- lr: 0.0025 train loss: 6.7287 val loss: 5.2722 Epoch 72/100 ---------- lr: 0.0025 train loss: 6.6705 val loss: 5.1527 Epoch 73/100 ---------- lr: 0.0025 train loss: 6.5133 val loss: 5.1210 Epoch 74/100 ---------- lr: 0.0025 train loss: 6.4478 val loss: 5.2932 Epoch 75/100 ---------- lr: 0.0025 train loss: 6.4792 val loss: 4.9679 Epoch 76/100 ---------- lr: 0.0025 train loss: 6.5557 val loss: 5.4288 Epoch 77/100 ---------- lr: 0.0025 train loss: 6.7111 val loss: 5.2534 Epoch 78/100 ---------- lr: 0.00125 train loss: 6.4083 val loss: 5.0390 Epoch 79/100 ---------- lr: 0.00125 train loss: 6.4352 val loss: 5.0826 Epoch 80/100 ---------- lr: 0.00125 train loss: 6.3111 val loss: 5.0528 Epoch 81/100 ---------- lr: 0.00125 train loss: 6.2410 val loss: 4.9592 Epoch 82/100 ---------- lr: 0.00125 train loss: 6.1617 val loss: 4.8510 Epoch 83/100 ---------- lr: 0.00125 train loss: 6.1044 val loss: 4.9120 Epoch 84/100 ---------- lr: 0.00125 train loss: 6.0742 val loss: 4.8093 Epoch 85/100 ---------- lr: 0.00125 train loss: 6.0815 val loss: 4.9150 Epoch 86/100 ---------- lr: 0.00125 train loss: 6.0596 val loss: 4.7856 Epoch 87/100 ---------- lr: 0.00125 train loss: 5.9405 val loss: 4.6896 Epoch 88/100 ---------- lr: 0.00125 train loss: 5.9855 val loss: 4.8878 Epoch 89/100 ---------- lr: 0.00125 train loss: 6.0146 val loss: 4.7991 Epoch 90/100 ---------- lr: 0.00125 train loss: 5.9835 val loss: 4.6829 Epoch 91/100 ---------- lr: 0.00125 train loss: 5.9141 val loss: 4.6945 Epoch 92/100 ---------- lr: 0.00125 train loss: 5.9607 val loss: 4.8507 Epoch 93/100 ---------- lr: 0.00125 train loss: 5.9202 val loss: 4.8751 Epoch 94/100 ---------- lr: 0.00125 train loss: 5.8881 val loss: 4.7216 Epoch 95/100 ---------- lr: 0.00125 train loss: 5.8778 val loss: 4.6812 Epoch 96/100 ---------- lr: 0.00125 train loss: 5.9040 val loss: 4.7443 Epoch 97/100 ---------- lr: 0.00125 train loss: 5.8508 val loss: 4.5487 Epoch 98/100 ---------- lr: 0.00125 train loss: 5.9095 val loss: 4.6371 Epoch 99/100 ---------- lr: 0.000625 train loss: 5.8544 val loss: 4.6323 Epoch 100/100 ---------- lr: 0.000625 train loss: 5.8126 val loss: 4.6117 Training complete in 12m 23s Best val loss: 1.6058 at epoch 14 Val MSE at best epoch: 0.5716