Epoch 1/100 ---------- lr: 0.005 train loss: 9.7692 val loss: 4.7217 Epoch 2/100 ---------- lr: 0.005 train loss: 4.1100 val loss: 2.9282 Epoch 3/100 ---------- lr: 0.005 train loss: 3.3199 val loss: 2.4352 Epoch 4/100 ---------- lr: 0.005 train loss: 2.9700 val loss: 1.9614 Epoch 5/100 ---------- lr: 0.005 train loss: 2.6190 val loss: 2.4733 Epoch 6/100 ---------- lr: 0.005 train loss: 2.3903 val loss: 1.5603 Epoch 7/100 ---------- lr: 0.005 train loss: 2.1029 val loss: 1.5358 Epoch 8/100 ---------- lr: 0.005 train loss: 1.9719 val loss: 1.3042 Epoch 9/100 ---------- lr: 0.005 train loss: 1.9170 val loss: 1.2823 Epoch 10/100 ---------- lr: 0.005 train loss: 1.7157 val loss: 1.0895 Epoch 11/100 ---------- lr: 0.005 train loss: 1.7263 val loss: 0.9964 Epoch 12/100 ---------- lr: 0.005 train loss: 1.7285 val loss: 1.1268 Epoch 13/100 ---------- lr: 0.005 train loss: 1.4584 val loss: 1.0206 Epoch 14/100 ---------- lr: 0.005 train loss: 1.3454 val loss: 0.8464 Epoch 15/100 ---------- lr: 0.005 train loss: 1.3031 val loss: 0.7177 Epoch 16/100 ---------- lr: 0.005 train loss: 1.2629 val loss: 0.7049 Epoch 17/100 ---------- lr: 0.005 train loss: 1.3761 val loss: 0.9237 Epoch 18/100 ---------- lr: 0.005 train loss: 1.3773 val loss: 0.8696 Epoch 19/100 ---------- lr: 0.005 train loss: 1.3746 val loss: 0.7738 Epoch 20/100 ---------- lr: 0.005 train loss: 1.1586 val loss: 0.6461 Epoch 21/100 ---------- lr: 0.005 train loss: 1.0887 val loss: 0.5720 Epoch 22/100 ---------- lr: 0.005 train loss: 1.0390 val loss: 0.5779 Epoch 23/100 ---------- lr: 0.005 train loss: 1.1416 val loss: 0.5742 Epoch 24/100 ---------- lr: 0.005 train loss: 1.0919 val loss: 0.6047 Epoch 25/100 ---------- lr: 0.005 train loss: 1.0209 val loss: 0.4821 Epoch 26/100 ---------- lr: 0.005 train loss: 0.9577 val loss: 0.5604 Epoch 27/100 ---------- lr: 0.005 train loss: 1.0798 val loss: 0.5349 Epoch 28/100 ---------- lr: 0.005 train loss: 1.0414 val loss: 0.6854 Epoch 29/100 ---------- lr: 0.005 train loss: 0.9953 val loss: 0.4077 Epoch 30/100 ---------- lr: 0.005 train loss: 0.9141 val loss: 0.4411 Epoch 31/100 ---------- lr: 0.005 train loss: 0.9350 val loss: 0.4645 Epoch 32/100 ---------- lr: 0.005 train loss: 0.9065 val loss: 0.3864 Epoch 33/100 ---------- lr: 0.005 train loss: 0.8892 val loss: 0.4028 Epoch 34/100 ---------- lr: 0.005 train loss: 0.8873 val loss: 0.3882 Epoch 35/100 ---------- lr: 0.005 train loss: 1.0394 val loss: 0.6090 Epoch 36/100 ---------- lr: 0.005 train loss: 1.0645 val loss: 0.6671 Epoch 37/100 ---------- lr: 0.005 train loss: 1.2345 val loss: 0.5651 Epoch 38/100 ---------- lr: 0.005 train loss: 0.8844 val loss: 0.3790 Epoch 39/100 ---------- lr: 0.005 train loss: 0.8210 val loss: 0.3522 Epoch 40/100 ---------- lr: 0.005 train loss: 0.8464 val loss: 0.3801 Epoch 41/100 ---------- lr: 0.005 train loss: 0.8917 val loss: 0.3393 Epoch 42/100 ---------- lr: 0.005 train loss: 0.8447 val loss: 0.4768 Epoch 43/100 ---------- lr: 0.005 train loss: 0.8414 val loss: 0.3263 Epoch 44/100 ---------- lr: 0.005 train loss: 0.7872 val loss: 0.3387 Epoch 45/100 ---------- lr: 0.005 train loss: 0.8235 val loss: 0.3751 Epoch 46/100 ---------- lr: 0.005 train loss: 0.7994 val loss: 0.3298 Epoch 47/100 ---------- lr: 0.005 train loss: 1.0328 val loss: 0.9309 Epoch 48/100 ---------- lr: 0.005 train loss: 0.9938 val loss: 0.3499 Epoch 49/100 ---------- lr: 0.005 train loss: 0.7605 val loss: 0.3532 Epoch 50/100 ---------- lr: 0.005 train loss: 0.7832 val loss: 0.2947 Epoch 51/100 ---------- lr: 0.005 train loss: 0.7673 val loss: 0.2899 Epoch 52/100 ---------- lr: 0.005 train loss: 0.7619 val loss: 0.3080 Epoch 53/100 ---------- lr: 0.005 train loss: 0.7617 val loss: 0.3133 Epoch 54/100 ---------- lr: 0.005 train loss: 0.7988 val loss: 0.3471 Epoch 55/100 ---------- lr: 0.005 train loss: 0.8110 val loss: 0.3141 Epoch 56/100 ---------- lr: 0.005 train loss: 0.8741 val loss: 0.4737 Epoch 57/100 ---------- lr: 0.005 train loss: 1.2660 val loss: 0.4599 Epoch 58/100 ---------- lr: 0.005 train loss: 0.8360 val loss: 0.3146 Epoch 59/100 ---------- lr: 0.005 train loss: 0.7669 val loss: 0.3481 Epoch 60/100 ---------- lr: 0.005 train loss: 0.7485 val loss: 0.2835 Epoch 61/100 ---------- lr: 0.005 train loss: 0.7250 val loss: 0.3365 Epoch 62/100 ---------- lr: 0.005 train loss: 0.7455 val loss: 0.3633 Epoch 63/100 ---------- lr: 0.005 train loss: 0.8033 val loss: 0.3664 Epoch 64/100 ---------- lr: 0.005 train loss: 0.8083 val loss: 0.2638 Epoch 65/100 ---------- lr: 0.005 train loss: 0.7112 val loss: 0.2567 Epoch 66/100 ---------- lr: 0.005 train loss: 0.7153 val loss: 0.2956 Epoch 67/100 ---------- lr: 0.005 train loss: 0.9155 val loss: 0.5875 Epoch 68/100 ---------- lr: 0.005 train loss: 0.8275 val loss: 0.3071 Epoch 69/100 ---------- lr: 0.005 train loss: 0.7158 val loss: 0.2532 Epoch 70/100 ---------- lr: 0.005 train loss: 0.7082 val loss: 0.2736 Epoch 71/100 ---------- lr: 0.005 train loss: 0.7010 val loss: 0.2700 Epoch 72/100 ---------- lr: 0.005 train loss: 0.8163 val loss: 0.5145 Epoch 73/100 ---------- lr: 0.005 train loss: 0.7559 val loss: 0.2718 Epoch 74/100 ---------- lr: 0.005 train loss: 0.7042 val loss: 0.2482 Epoch 75/100 ---------- lr: 0.005 train loss: 0.7072 val loss: 0.2788 Epoch 76/100 ---------- lr: 0.005 train loss: 0.7486 val loss: 0.3569 Epoch 77/100 ---------- lr: 0.005 train loss: 0.7840 val loss: 0.2543 Epoch 78/100 ---------- lr: 0.005 train loss: 0.6999 val loss: 0.2375 Epoch 79/100 ---------- lr: 0.005 train loss: 0.9052 val loss: 0.8277 Epoch 80/100 ---------- lr: 0.005 train loss: 0.9484 val loss: 0.3241 Epoch 81/100 ---------- lr: 0.005 train loss: 0.7285 val loss: 0.2632 Epoch 82/100 ---------- lr: 0.005 train loss: 0.6923 val loss: 0.2652 Epoch 83/100 ---------- lr: 0.005 train loss: 0.6968 val loss: 0.2444 Epoch 84/100 ---------- lr: 0.005 train loss: 0.6969 val loss: 0.2614 Epoch 85/100 ---------- lr: 0.005 train loss: 0.7287 val loss: 0.3156 Epoch 86/100 ---------- lr: 0.005 train loss: 1.9773 val loss: 2.9927 Epoch 87/100 ---------- lr: 0.005 train loss: 3.2543 val loss: 2.6774 Epoch 88/100 ---------- lr: 0.005 train loss: 3.0416 val loss: 2.4201 Epoch 89/100 ---------- lr: 0.005 train loss: 2.8516 val loss: 2.2493 Epoch 90/100 ---------- lr: 0.005 train loss: 2.7037 val loss: 2.1271 Epoch 91/100 ---------- lr: 0.005 train loss: 2.5852 val loss: 1.9947 Epoch 92/100 ---------- lr: 0.005 train loss: 2.5505 val loss: 2.1722 Epoch 93/100 ---------- lr: 0.005 train loss: 2.4603 val loss: 1.9238 Epoch 94/100 ---------- lr: 0.005 train loss: 2.7645 val loss: 2.0677 Epoch 95/100 ---------- lr: 0.005 train loss: 2.6137 val loss: 2.0461 Epoch 96/100 ---------- lr: 0.005 train loss: 2.5098 val loss: 1.8386 Epoch 97/100 ---------- lr: 0.005 train loss: 2.4073 val loss: 1.8435 Epoch 98/100 ---------- lr: 0.005 train loss: 2.4179 val loss: 1.8202 Epoch 99/100 ---------- lr: 0.005 train loss: 2.3197 val loss: 1.7571 Epoch 100/100 ---------- lr: 0.0025 train loss: 2.1661 val loss: 1.6543 Training complete in 8m 6s Best val loss: 0.2375 at epoch 78 Val MSE at best epoch: 0.0976