Epoch 1/100 ---------- lr: 0.005 train loss: 22.5674 val loss: 5.0594 Epoch 2/100 ---------- lr: 0.005 train loss: 6.5464 val loss: 4.0523 Epoch 3/100 ---------- lr: 0.005 train loss: 5.5586 val loss: 3.6811 Epoch 4/100 ---------- lr: 0.005 train loss: 5.4003 val loss: 3.4826 Epoch 5/100 ---------- lr: 0.005 train loss: 4.5981 val loss: 2.8854 Epoch 6/100 ---------- lr: 0.005 train loss: 4.3610 val loss: 2.7175 Epoch 7/100 ---------- lr: 0.005 train loss: 3.9986 val loss: 2.4732 Epoch 8/100 ---------- lr: 0.005 train loss: 4.1290 val loss: 2.4561 Epoch 9/100 ---------- lr: 0.005 train loss: 3.8004 val loss: 2.6809 Epoch 10/100 ---------- lr: 0.005 train loss: 4.3225 val loss: 2.6217 Epoch 11/100 ---------- lr: 0.005 train loss: 3.7309 val loss: 2.0601 Epoch 12/100 ---------- lr: 0.005 train loss: 3.5906 val loss: 1.9192 Epoch 13/100 ---------- lr: 0.005 train loss: 3.4650 val loss: 1.8772 Epoch 14/100 ---------- lr: 0.005 train loss: 3.3222 val loss: 1.7384 Epoch 15/100 ---------- lr: 0.005 train loss: 3.3042 val loss: 1.7357 Epoch 16/100 ---------- lr: 0.005 train loss: 3.1629 val loss: 1.6283 Epoch 17/100 ---------- lr: 0.005 train loss: 3.2980 val loss: 1.7685 Epoch 18/100 ---------- lr: 0.005 train loss: 3.1016 val loss: 1.6203 Epoch 19/100 ---------- lr: 0.005 train loss: 3.1549 val loss: 1.6154 Epoch 20/100 ---------- lr: 0.005 train loss: 3.0030 val loss: 1.5880 Epoch 21/100 ---------- lr: 0.005 train loss: 2.9318 val loss: 1.3803 Epoch 22/100 ---------- lr: 0.005 train loss: 3.0015 val loss: 1.7454 Epoch 23/100 ---------- lr: 0.005 train loss: 2.8770 val loss: 1.5777 Epoch 24/100 ---------- lr: 0.005 train loss: 3.0377 val loss: 1.6178 Epoch 25/100 ---------- lr: 0.005 train loss: 2.8169 val loss: 1.3382 Epoch 26/100 ---------- lr: 0.005 train loss: 2.7736 val loss: 1.2596 Epoch 27/100 ---------- lr: 0.005 train loss: 2.7276 val loss: 1.5461 Epoch 28/100 ---------- lr: 0.005 train loss: 2.7000 val loss: 1.1983 Epoch 29/100 ---------- lr: 0.005 train loss: 2.9097 val loss: 1.3459 Epoch 30/100 ---------- lr: 0.005 train loss: 2.7413 val loss: 1.2569 Epoch 31/100 ---------- lr: 0.005 train loss: 2.6413 val loss: 1.2483 Epoch 32/100 ---------- lr: 0.005 train loss: 2.6370 val loss: 1.1390 Epoch 33/100 ---------- lr: 0.005 train loss: 2.6587 val loss: 1.6388 Epoch 34/100 ---------- lr: 0.005 train loss: 2.7670 val loss: 1.1443 Epoch 35/100 ---------- lr: 0.005 train loss: 2.5553 val loss: 1.0503 Epoch 36/100 ---------- lr: 0.005 train loss: 2.5184 val loss: 1.1428 Epoch 37/100 ---------- lr: 0.005 train loss: 2.5514 val loss: 1.1636 Epoch 38/100 ---------- lr: 0.005 train loss: 2.5503 val loss: 1.0983 Epoch 39/100 ---------- lr: 0.005 train loss: 2.6002 val loss: 1.3642 Epoch 40/100 ---------- lr: 0.005 train loss: 2.7983 val loss: 1.5728 Epoch 41/100 ---------- lr: 0.005 train loss: 2.5582 val loss: 0.9864 Epoch 42/100 ---------- lr: 0.005 train loss: 2.4404 val loss: 0.9164 Epoch 43/100 ---------- lr: 0.005 train loss: 2.3839 val loss: 1.0272 Epoch 44/100 ---------- lr: 0.005 train loss: 2.4006 val loss: 1.2469 Epoch 45/100 ---------- lr: 0.005 train loss: 2.4298 val loss: 1.2277 Epoch 46/100 ---------- lr: 0.005 train loss: 2.3888 val loss: 0.9441 Epoch 47/100 ---------- lr: 0.005 train loss: 2.5221 val loss: 1.1271 Epoch 48/100 ---------- lr: 0.005 train loss: 2.4757 val loss: 0.9278 Epoch 49/100 ---------- lr: 0.005 train loss: 2.3781 val loss: 0.9457 Epoch 50/100 ---------- lr: 0.005 train loss: 2.4253 val loss: 1.1457 Epoch 51/100 ---------- lr: 0.005 train loss: 2.3945 val loss: 0.9793 Epoch 52/100 ---------- lr: 0.005 train loss: 2.3423 val loss: 1.1426 Epoch 53/100 ---------- lr: 0.005 train loss: 2.4773 val loss: 0.9770 Epoch 54/100 ---------- lr: 0.005 train loss: 2.3391 val loss: 0.9756 Epoch 55/100 ---------- lr: 0.005 train loss: 2.3085 val loss: 0.8631 Epoch 56/100 ---------- lr: 0.005 train loss: 2.3428 val loss: 0.9388 Epoch 57/100 ---------- lr: 0.005 train loss: 2.4491 val loss: 0.9908 Epoch 58/100 ---------- lr: 0.005 train loss: 2.3597 val loss: 1.0784 Epoch 59/100 ---------- lr: 0.005 train loss: 2.2946 val loss: 0.8226 Epoch 60/100 ---------- lr: 0.005 train loss: 2.6414 val loss: 1.3180 Epoch 61/100 ---------- lr: 0.005 train loss: 2.5092 val loss: 0.9782 Epoch 62/100 ---------- lr: 0.005 train loss: 2.2665 val loss: 0.7920 Epoch 63/100 ---------- lr: 0.005 train loss: 2.2424 val loss: 0.9172 Epoch 64/100 ---------- lr: 0.005 train loss: 2.2583 val loss: 0.8411 Epoch 65/100 ---------- lr: 0.005 train loss: 2.2417 val loss: 0.8589 Epoch 66/100 ---------- lr: 0.005 train loss: 2.2498 val loss: 1.1482 Epoch 67/100 ---------- lr: 0.005 train loss: 2.4169 val loss: 1.1093 Epoch 68/100 ---------- lr: 0.005 train loss: 2.3465 val loss: 1.0937 Epoch 69/100 ---------- lr: 0.005 train loss: 2.4348 val loss: 0.9677 Epoch 70/100 ---------- lr: 0.005 train loss: 2.2803 val loss: 0.8854 Epoch 71/100 ---------- lr: 0.005 train loss: 2.2257 val loss: 0.8483 Epoch 72/100 ---------- lr: 0.005 train loss: 2.2034 val loss: 0.8501 Epoch 73/100 ---------- lr: 0.005 train loss: 2.2080 val loss: 0.8874 Epoch 74/100 ---------- lr: 0.005 train loss: 2.2572 val loss: 0.8997 Epoch 75/100 ---------- lr: 0.005 train loss: 2.2803 val loss: 1.1867 Epoch 76/100 ---------- lr: 0.005 train loss: 2.4433 val loss: 0.8004 Epoch 77/100 ---------- lr: 0.005 train loss: 2.3202 val loss: 1.3226 Epoch 78/100 ---------- lr: 0.005 train loss: 2.2963 val loss: 0.7701 Epoch 79/100 ---------- lr: 0.005 train loss: 2.1843 val loss: 1.1624 Epoch 80/100 ---------- lr: 0.005 train loss: 2.3160 val loss: 0.8116 Epoch 81/100 ---------- lr: 0.005 train loss: 2.2102 val loss: 0.8348 Epoch 82/100 ---------- lr: 0.005 train loss: 2.2491 val loss: 0.8210 Epoch 83/100 ---------- lr: 0.005 train loss: 2.1740 val loss: 0.8763 Epoch 84/100 ---------- lr: 0.005 train loss: 2.4109 val loss: 0.8646 Epoch 85/100 ---------- lr: 0.005 train loss: 2.2161 val loss: 0.9329 Epoch 86/100 ---------- lr: 0.005 train loss: 2.1788 val loss: 0.8468 Epoch 87/100 ---------- lr: 0.005 train loss: 2.1973 val loss: 0.8020 Epoch 88/100 ---------- lr: 0.005 train loss: 2.1553 val loss: 0.7833 Epoch 89/100 ---------- lr: 0.005 train loss: 2.1619 val loss: 0.9156 Epoch 90/100 ---------- lr: 0.005 train loss: 2.1782 val loss: 0.7645 Epoch 91/100 ---------- lr: 0.005 train loss: 2.1723 val loss: 0.7922 Epoch 92/100 ---------- lr: 0.005 train loss: 2.1457 val loss: 0.7484 Epoch 93/100 ---------- lr: 0.005 train loss: 2.2242 val loss: 0.9711 Epoch 94/100 ---------- lr: 0.005 train loss: 2.2313 val loss: 1.0084 Epoch 95/100 ---------- lr: 0.005 train loss: 2.2440 val loss: 0.8029 Epoch 96/100 ---------- lr: 0.005 train loss: 2.5703 val loss: 0.9887 Epoch 97/100 ---------- lr: 0.005 train loss: 2.2643 val loss: 0.8314 Epoch 98/100 ---------- lr: 0.005 train loss: 2.2114 val loss: 0.8144 Epoch 99/100 ---------- lr: 0.005 train loss: 2.4672 val loss: 0.8960 Epoch 100/100 ---------- lr: 0.005 train loss: 2.2355 val loss: 0.8091 Training complete in 4m 29s Best val loss: 0.7484 at epoch 92 Val MSE at best epoch: 0.2625