Epoch 1/100 ---------- lr: 0.01 train loss: 16.8613 val loss: 6.3857 Epoch 2/100 ---------- lr: 0.01 train loss: 5.3434 val loss: 4.7452 Epoch 3/100 ---------- lr: 0.01 train loss: 5.2364 val loss: 4.3309 Epoch 4/100 ---------- lr: 0.01 train loss: 4.2991 val loss: 3.0455 Epoch 5/100 ---------- lr: 0.01 train loss: 3.5840 val loss: 2.4818 Epoch 6/100 ---------- lr: 0.01 train loss: 3.0087 val loss: 2.2736 Epoch 7/100 ---------- lr: 0.01 train loss: 2.7559 val loss: 1.9391 Epoch 8/100 ---------- lr: 0.01 train loss: 2.5288 val loss: 1.7012 Epoch 9/100 ---------- lr: 0.01 train loss: 2.8601 val loss: 2.3551 Epoch 10/100 ---------- lr: 0.01 train loss: 2.6621 val loss: 1.6490 Epoch 11/100 ---------- lr: 0.01 train loss: 2.5093 val loss: 2.3167 Epoch 12/100 ---------- lr: 0.01 train loss: 2.1412 val loss: 1.2042 Epoch 13/100 ---------- lr: 0.01 train loss: 1.9529 val loss: 1.4221 Epoch 14/100 ---------- lr: 0.01 train loss: 1.8097 val loss: 1.3257 Epoch 15/100 ---------- lr: 0.01 train loss: 2.0593 val loss: 1.6171 Epoch 16/100 ---------- lr: 0.01 train loss: 1.8876 val loss: 1.6716 Epoch 17/100 ---------- lr: 0.01 train loss: 3.3218 val loss: 3.3314 Epoch 18/100 ---------- lr: 0.01 train loss: 4.2649 val loss: 5.2290 Epoch 19/100 ---------- lr: 0.01 train loss: 11.9052 val loss: 12.1658 Epoch 20/100 ---------- lr: 0.01 train loss: 10.9210 val loss: 7.2398 Epoch 21/100 ---------- lr: 0.01 train loss: 8.1221 val loss: 7.0690 Epoch 22/100 ---------- lr: 0.01 train loss: 8.5001 val loss: 7.0008 Epoch 23/100 ---------- lr: 0.01 train loss: 7.4627 val loss: 6.2458 Epoch 24/100 ---------- lr: 0.01 train loss: 7.8918 val loss: 6.7777 Epoch 25/100 ---------- lr: 0.01 train loss: 7.0913 val loss: 5.4763 Epoch 26/100 ---------- lr: 0.01 train loss: 6.2806 val loss: 5.3340 Epoch 27/100 ---------- lr: 0.01 train loss: 11.1210 val loss: 11.6521 Epoch 28/100 ---------- lr: 0.01 train loss: 10.8771 val loss: 8.6987 Epoch 29/100 ---------- lr: 0.01 train loss: 10.6813 val loss: 8.8689 Epoch 30/100 ---------- lr: 0.01 train loss: 8.9109 val loss: 6.7089 Epoch 31/100 ---------- lr: 0.01 train loss: 7.7537 val loss: 6.1989 Epoch 32/100 ---------- lr: 0.01 train loss: 7.4176 val loss: 6.5779 Epoch 33/100 ---------- lr: 0.01 train loss: 7.1122 val loss: 6.6165 Epoch 34/100 ---------- lr: 0.005 train loss: 6.7278 val loss: 5.8957 Epoch 35/100 ---------- lr: 0.005 train loss: 6.8752 val loss: 5.9023 Epoch 36/100 ---------- lr: 0.005 train loss: 6.6505 val loss: 5.8479 Epoch 37/100 ---------- lr: 0.005 train loss: 6.6740 val loss: 5.2782 Epoch 38/100 ---------- lr: 0.005 train loss: 6.3999 val loss: 5.2688 Epoch 39/100 ---------- lr: 0.005 train loss: 6.2910 val loss: 5.6885 Epoch 40/100 ---------- lr: 0.005 train loss: 6.4550 val loss: 5.4372 Epoch 41/100 ---------- lr: 0.005 train loss: 6.0186 val loss: 5.7530 Epoch 42/100 ---------- lr: 0.005 train loss: 6.3905 val loss: 5.8320 Epoch 43/100 ---------- lr: 0.005 train loss: 6.6188 val loss: 5.6424 Epoch 44/100 ---------- lr: 0.005 train loss: 6.0989 val loss: 5.2811 Epoch 45/100 ---------- lr: 0.005 train loss: 6.0504 val loss: 4.9642 Epoch 46/100 ---------- lr: 0.005 train loss: 5.8354 val loss: 4.6856 Epoch 47/100 ---------- lr: 0.005 train loss: 5.5263 val loss: 5.0072 Epoch 48/100 ---------- lr: 0.005 train loss: 5.6028 val loss: 4.6429 Epoch 49/100 ---------- lr: 0.005 train loss: 5.2617 val loss: 4.4742 Epoch 50/100 ---------- lr: 0.005 train loss: 5.2440 val loss: 4.7750 Epoch 51/100 ---------- lr: 0.005 train loss: 5.1533 val loss: 4.3987 Epoch 52/100 ---------- lr: 0.005 train loss: 4.8971 val loss: 4.2678 Epoch 53/100 ---------- lr: 0.005 train loss: 4.8532 val loss: 4.2999 Epoch 54/100 ---------- lr: 0.005 train loss: 4.9786 val loss: 4.6113 Epoch 55/100 ---------- lr: 0.0025 train loss: 4.8795 val loss: 4.1755 Epoch 56/100 ---------- lr: 0.0025 train loss: 4.6707 val loss: 4.2097 Epoch 57/100 ---------- lr: 0.0025 train loss: 4.5488 val loss: 4.0326 Epoch 58/100 ---------- lr: 0.0025 train loss: 4.4698 val loss: 4.1757 Epoch 59/100 ---------- lr: 0.0025 train loss: 4.4530 val loss: 3.9582 Epoch 60/100 ---------- lr: 0.0025 train loss: 4.3457 val loss: 4.0608 Epoch 61/100 ---------- lr: 0.0025 train loss: 4.3531 val loss: 3.9607 Epoch 62/100 ---------- lr: 0.0025 train loss: 4.2236 val loss: 3.8834 Epoch 63/100 ---------- lr: 0.0025 train loss: 4.2578 val loss: 3.8624 Epoch 64/100 ---------- lr: 0.0025 train loss: 4.2476 val loss: 3.8073 Epoch 65/100 ---------- lr: 0.0025 train loss: 4.3665 val loss: 4.4504 Epoch 66/100 ---------- lr: 0.0025 train loss: 4.5180 val loss: 3.8146 Epoch 67/100 ---------- lr: 0.0025 train loss: 4.4030 val loss: 3.8843 Epoch 68/100 ---------- lr: 0.0025 train loss: 4.5142 val loss: 4.1688 Epoch 69/100 ---------- lr: 0.0025 train loss: 4.6784 val loss: 3.8640 Epoch 70/100 ---------- lr: 0.0025 train loss: 4.7040 val loss: 4.1281 Epoch 71/100 ---------- lr: 0.0025 train loss: 4.5389 val loss: 3.9594 Epoch 72/100 ---------- lr: 0.0025 train loss: 4.4085 val loss: 3.7284 Epoch 73/100 ---------- lr: 0.0025 train loss: 4.2847 val loss: 3.6240 Epoch 74/100 ---------- lr: 0.0025 train loss: 4.3006 val loss: 3.5885 Epoch 75/100 ---------- lr: 0.0025 train loss: 4.2404 val loss: 3.8670 Epoch 76/100 ---------- lr: 0.00125 train loss: 3.9797 val loss: 3.6702 Epoch 77/100 ---------- lr: 0.00125 train loss: 3.9480 val loss: 3.7793 Epoch 78/100 ---------- lr: 0.00125 train loss: 3.9593 val loss: 3.6354 Epoch 79/100 ---------- lr: 0.00125 train loss: 3.9514 val loss: 3.5250 Epoch 80/100 ---------- lr: 0.00125 train loss: 3.9290 val loss: 3.5261 Epoch 81/100 ---------- lr: 0.00125 train loss: 3.8808 val loss: 3.4466 Epoch 82/100 ---------- lr: 0.00125 train loss: 3.8396 val loss: 3.3925 Epoch 83/100 ---------- lr: 0.00125 train loss: 3.7813 val loss: 3.5249 Epoch 84/100 ---------- lr: 0.00125 train loss: 3.7520 val loss: 3.5568 Epoch 85/100 ---------- lr: 0.00125 train loss: 3.6960 val loss: 3.5122 Epoch 86/100 ---------- lr: 0.00125 train loss: 3.7184 val loss: 3.5642 Epoch 87/100 ---------- lr: 0.00125 train loss: 3.6910 val loss: 3.5782 Epoch 88/100 ---------- lr: 0.00125 train loss: 3.6950 val loss: 3.4150 Epoch 89/100 ---------- lr: 0.00125 train loss: 3.6215 val loss: 3.4196 Epoch 90/100 ---------- lr: 0.00125 train loss: 3.6301 val loss: 3.4588 Epoch 91/100 ---------- lr: 0.00125 train loss: 3.6079 val loss: 3.4539 Epoch 92/100 ---------- lr: 0.00125 train loss: 3.5935 val loss: 3.3459 Epoch 93/100 ---------- lr: 0.00125 train loss: 3.5716 val loss: 3.4195 Epoch 94/100 ---------- lr: 0.00125 train loss: 3.5859 val loss: 3.4622 Epoch 95/100 ---------- lr: 0.00125 train loss: 3.5645 val loss: 3.3655 Epoch 96/100 ---------- lr: 0.00125 train loss: 3.5539 val loss: 3.3645 Epoch 97/100 ---------- lr: 0.000625 train loss: 3.4820 val loss: 3.3069 Epoch 98/100 ---------- lr: 0.000625 train loss: 3.4410 val loss: 3.2979 Epoch 99/100 ---------- lr: 0.000625 train loss: 3.4246 val loss: 3.2667 Epoch 100/100 ---------- lr: 0.000625 train loss: 3.4211 val loss: 3.3119 Training complete in 20m 8s Best val loss: 1.2042 at epoch 12 Val MSE at best epoch: 0.4403