Epoch 1/100 ---------- lr: 0.001 train loss: 19.9885 val loss: 4.6942 Epoch 2/100 ---------- lr: 0.001 train loss: 5.6310 val loss: 3.7441 Epoch 3/100 ---------- lr: 0.001 train loss: 4.8929 val loss: 3.0466 Epoch 4/100 ---------- lr: 0.001 train loss: 4.4524 val loss: 2.5698 Epoch 5/100 ---------- lr: 0.001 train loss: 4.1328 val loss: 2.5148 Epoch 6/100 ---------- lr: 0.001 train loss: 3.8848 val loss: 2.3799 Epoch 7/100 ---------- lr: 0.001 train loss: 3.6975 val loss: 2.1744 Epoch 8/100 ---------- lr: 0.001 train loss: 3.5606 val loss: 1.8424 Epoch 9/100 ---------- lr: 0.001 train loss: 3.3790 val loss: 1.7730 Epoch 10/100 ---------- lr: 0.001 train loss: 3.4267 val loss: 1.8264 Epoch 11/100 ---------- lr: 0.001 train loss: 3.2196 val loss: 1.7618 Epoch 12/100 ---------- lr: 0.001 train loss: 3.1611 val loss: 1.7466 Epoch 13/100 ---------- lr: 0.001 train loss: 3.2235 val loss: 1.7375 Epoch 14/100 ---------- lr: 0.001 train loss: 3.0151 val loss: 1.5220 Epoch 15/100 ---------- lr: 0.001 train loss: 2.9524 val loss: 1.5091 Epoch 16/100 ---------- lr: 0.001 train loss: 2.8816 val loss: 1.4128 Epoch 17/100 ---------- lr: 0.001 train loss: 2.8508 val loss: 1.3923 Epoch 18/100 ---------- lr: 0.001 train loss: 2.7621 val loss: 1.3890 Epoch 19/100 ---------- lr: 0.001 train loss: 2.7212 val loss: 1.2526 Epoch 20/100 ---------- lr: 0.001 train loss: 2.7235 val loss: 1.3040 Epoch 21/100 ---------- lr: 0.001 train loss: 2.6397 val loss: 1.1753 Epoch 22/100 ---------- lr: 0.001 train loss: 2.6265 val loss: 1.1992 Epoch 23/100 ---------- lr: 0.001 train loss: 2.5757 val loss: 1.2028 Epoch 24/100 ---------- lr: 0.001 train loss: 2.5586 val loss: 1.1387 Epoch 25/100 ---------- lr: 0.001 train loss: 2.5194 val loss: 1.1098 Epoch 26/100 ---------- lr: 0.001 train loss: 2.5163 val loss: 1.0482 Epoch 27/100 ---------- lr: 0.001 train loss: 2.4404 val loss: 1.0293 Epoch 28/100 ---------- lr: 0.001 train loss: 2.4504 val loss: 0.9909 Epoch 29/100 ---------- lr: 0.001 train loss: 2.4029 val loss: 1.0089 Epoch 30/100 ---------- lr: 0.001 train loss: 2.4684 val loss: 1.1324 Epoch 31/100 ---------- lr: 0.001 train loss: 2.3876 val loss: 0.9433 Epoch 32/100 ---------- lr: 0.001 train loss: 2.4599 val loss: 1.2587 Epoch 33/100 ---------- lr: 0.001 train loss: 2.3653 val loss: 0.9439 Epoch 34/100 ---------- lr: 0.001 train loss: 2.2985 val loss: 0.9707 Epoch 35/100 ---------- lr: 0.001 train loss: 2.2834 val loss: 0.8946 Epoch 36/100 ---------- lr: 0.001 train loss: 2.2735 val loss: 0.8200 Epoch 37/100 ---------- lr: 0.001 train loss: 2.2679 val loss: 0.8518 Epoch 38/100 ---------- lr: 0.001 train loss: 2.2253 val loss: 0.8537 Epoch 39/100 ---------- lr: 0.001 train loss: 2.2108 val loss: 0.7734 Epoch 40/100 ---------- lr: 0.001 train loss: 2.1945 val loss: 0.8578 Epoch 41/100 ---------- lr: 0.001 train loss: 2.2556 val loss: 0.8604 Epoch 42/100 ---------- lr: 0.001 train loss: 2.4956 val loss: 1.9151 Epoch 43/100 ---------- lr: 0.001 train loss: 2.5594 val loss: 0.8832 Epoch 44/100 ---------- lr: 0.001 train loss: 2.2802 val loss: 0.8650 Epoch 45/100 ---------- lr: 0.001 train loss: 2.2221 val loss: 0.8320 Epoch 46/100 ---------- lr: 0.001 train loss: 2.1695 val loss: 0.7596 Epoch 47/100 ---------- lr: 0.001 train loss: 2.1476 val loss: 0.7593 Epoch 48/100 ---------- lr: 0.001 train loss: 2.1289 val loss: 0.7302 Epoch 49/100 ---------- lr: 0.001 train loss: 2.1220 val loss: 0.7589 Epoch 50/100 ---------- lr: 0.001 train loss: 2.1244 val loss: 0.7244 Epoch 51/100 ---------- lr: 0.001 train loss: 2.1279 val loss: 0.7915 Epoch 52/100 ---------- lr: 0.001 train loss: 2.0909 val loss: 0.7169 Epoch 53/100 ---------- lr: 0.001 train loss: 2.1020 val loss: 0.7083 Epoch 54/100 ---------- lr: 0.001 train loss: 2.1530 val loss: 0.7108 Epoch 55/100 ---------- lr: 0.001 train loss: 2.0733 val loss: 0.6871 Epoch 56/100 ---------- lr: 0.001 train loss: 2.0828 val loss: 0.6903 Epoch 57/100 ---------- lr: 0.001 train loss: 2.0591 val loss: 0.6608 Epoch 58/100 ---------- lr: 0.001 train loss: 2.0447 val loss: 0.6550 Epoch 59/100 ---------- lr: 0.001 train loss: 2.0815 val loss: 0.6928 Epoch 60/100 ---------- lr: 0.001 train loss: 2.0336 val loss: 0.6345 Epoch 61/100 ---------- lr: 0.001 train loss: 2.0421 val loss: 0.6645 Epoch 62/100 ---------- lr: 0.001 train loss: 2.0235 val loss: 0.6911 Epoch 63/100 ---------- lr: 0.001 train loss: 2.0164 val loss: 0.6089 Epoch 64/100 ---------- lr: 0.001 train loss: 2.0136 val loss: 0.6295 Epoch 65/100 ---------- lr: 0.001 train loss: 2.0010 val loss: 0.6549 Epoch 66/100 ---------- lr: 0.001 train loss: 2.0740 val loss: 0.6618 Epoch 67/100 ---------- lr: 0.001 train loss: 1.9972 val loss: 0.6032 Epoch 68/100 ---------- lr: 0.001 train loss: 1.9628 val loss: 0.5780 Epoch 69/100 ---------- lr: 0.001 train loss: 2.0259 val loss: 0.7483 Epoch 70/100 ---------- lr: 0.001 train loss: 2.0875 val loss: 0.6212 Epoch 71/100 ---------- lr: 0.001 train loss: 2.0105 val loss: 0.6683 Epoch 72/100 ---------- lr: 0.001 train loss: 1.9685 val loss: 0.5669 Epoch 73/100 ---------- lr: 0.001 train loss: 1.9520 val loss: 0.5704 Epoch 74/100 ---------- lr: 0.001 train loss: 1.9541 val loss: 0.5692 Epoch 75/100 ---------- lr: 0.001 train loss: 1.9371 val loss: 0.5732 Epoch 76/100 ---------- lr: 0.001 train loss: 1.9906 val loss: 0.5589 Epoch 77/100 ---------- lr: 0.001 train loss: 1.9426 val loss: 0.5513 Epoch 78/100 ---------- lr: 0.001 train loss: 1.9468 val loss: 0.6300 Epoch 79/100 ---------- lr: 0.001 train loss: 1.9403 val loss: 0.5383 Epoch 80/100 ---------- lr: 0.001 train loss: 1.9215 val loss: 0.5332 Epoch 81/100 ---------- lr: 0.001 train loss: 1.9165 val loss: 0.5219 Epoch 82/100 ---------- lr: 0.001 train loss: 1.9074 val loss: 0.5203 Epoch 83/100 ---------- lr: 0.001 train loss: 1.9327 val loss: 0.6112 Epoch 84/100 ---------- lr: 0.001 train loss: 1.9227 val loss: 0.5248 Epoch 85/100 ---------- lr: 0.001 train loss: 1.9053 val loss: 0.5051 Epoch 86/100 ---------- lr: 0.001 train loss: 1.8969 val loss: 0.4951 Epoch 87/100 ---------- lr: 0.001 train loss: 1.9082 val loss: 0.5355 Epoch 88/100 ---------- lr: 0.001 train loss: 1.8932 val loss: 0.5250 Epoch 89/100 ---------- lr: 0.001 train loss: 1.9634 val loss: 0.5349 Epoch 90/100 ---------- lr: 0.001 train loss: 1.8903 val loss: 0.5144 Epoch 91/100 ---------- lr: 0.001 train loss: 1.8721 val loss: 0.5248 Epoch 92/100 ---------- lr: 0.001 train loss: 1.9162 val loss: 0.9899 Epoch 93/100 ---------- lr: 0.001 train loss: 1.9616 val loss: 0.4973 Epoch 94/100 ---------- lr: 0.001 train loss: 1.9040 val loss: 0.5205 Epoch 95/100 ---------- lr: 0.001 train loss: 1.8744 val loss: 0.5201 Epoch 96/100 ---------- lr: 0.001 train loss: 1.8622 val loss: 0.5004 Epoch 97/100 ---------- lr: 0.001 train loss: 2.0346 val loss: 0.9169 Epoch 98/100 ---------- lr: 0.001 train loss: 2.0330 val loss: 0.5293 Epoch 99/100 ---------- lr: 0.001 train loss: 1.8809 val loss: 0.5035 Epoch 100/100 ---------- lr: 0.001 train loss: 1.8619 val loss: 0.4855 Training complete in 8m 49s Best val loss: 0.4855 at epoch 100 Val MSE at best epoch: 0.2054