Epoch 1/100 ---------- lr: 0.005 train loss: 11.0049 val loss: 4.4778 Epoch 2/100 ---------- lr: 0.005 train loss: 4.5628 val loss: 3.2937 Epoch 3/100 ---------- lr: 0.005 train loss: 3.8640 val loss: 2.7020 Epoch 4/100 ---------- lr: 0.005 train loss: 3.5865 val loss: 2.9905 Epoch 5/100 ---------- lr: 0.005 train loss: 3.2326 val loss: 2.2028 Epoch 6/100 ---------- lr: 0.005 train loss: 2.4629 val loss: 1.8291 Epoch 7/100 ---------- lr: 0.005 train loss: 2.2699 val loss: 1.8495 Epoch 8/100 ---------- lr: 0.005 train loss: 2.4974 val loss: 1.6077 Epoch 9/100 ---------- lr: 0.005 train loss: 1.9052 val loss: 1.4692 Epoch 10/100 ---------- lr: 0.005 train loss: 1.7583 val loss: 1.1406 Epoch 11/100 ---------- lr: 0.005 train loss: 1.7851 val loss: 1.1088 Epoch 12/100 ---------- lr: 0.005 train loss: 1.5358 val loss: 1.1436 Epoch 13/100 ---------- lr: 0.005 train loss: 1.5107 val loss: 1.1846 Epoch 14/100 ---------- lr: 0.005 train loss: 1.5201 val loss: 0.8829 Epoch 15/100 ---------- lr: 0.005 train loss: 1.4306 val loss: 1.0214 Epoch 16/100 ---------- lr: 0.005 train loss: 1.8014 val loss: 1.1932 Epoch 17/100 ---------- lr: 0.005 train loss: 1.4473 val loss: 0.8732 Epoch 18/100 ---------- lr: 0.005 train loss: 1.3026 val loss: 0.7966 Epoch 19/100 ---------- lr: 0.005 train loss: 1.1418 val loss: 0.7613 Epoch 20/100 ---------- lr: 0.005 train loss: 1.0547 val loss: 0.8695 Epoch 21/100 ---------- lr: 0.005 train loss: 1.0923 val loss: 0.6230 Epoch 22/100 ---------- lr: 0.005 train loss: 1.3229 val loss: 0.6821 Epoch 23/100 ---------- lr: 0.005 train loss: 1.1355 val loss: 0.7309 Epoch 24/100 ---------- lr: 0.005 train loss: 1.1465 val loss: 0.9325 Epoch 25/100 ---------- lr: 0.005 train loss: 1.0658 val loss: 0.5652 Epoch 26/100 ---------- lr: 0.005 train loss: 1.0045 val loss: 0.6093 Epoch 27/100 ---------- lr: 0.005 train loss: 1.0201 val loss: 0.7445 Epoch 28/100 ---------- lr: 0.005 train loss: 1.0170 val loss: 0.5327 Epoch 29/100 ---------- lr: 0.005 train loss: 0.8763 val loss: 0.5581 Epoch 30/100 ---------- lr: 0.005 train loss: 0.8483 val loss: 0.5925 Epoch 31/100 ---------- lr: 0.005 train loss: 0.8598 val loss: 0.6165 Epoch 32/100 ---------- lr: 0.005 train loss: 0.9231 val loss: 0.4925 Epoch 33/100 ---------- lr: 0.005 train loss: 0.8859 val loss: 0.4602 Epoch 34/100 ---------- lr: 0.005 train loss: 0.9007 val loss: 0.4788 Epoch 35/100 ---------- lr: 0.005 train loss: 0.8228 val loss: 0.5780 Epoch 36/100 ---------- lr: 0.005 train loss: 0.8714 val loss: 0.5271 Epoch 37/100 ---------- lr: 0.005 train loss: 0.7856 val loss: 0.5312 Epoch 38/100 ---------- lr: 0.005 train loss: 0.9054 val loss: 0.3737 Epoch 39/100 ---------- lr: 0.005 train loss: 0.7474 val loss: 0.4093 Epoch 40/100 ---------- lr: 0.005 train loss: 0.7306 val loss: 0.3742 Epoch 41/100 ---------- lr: 0.005 train loss: 0.8345 val loss: 0.9153 Epoch 42/100 ---------- lr: 0.005 train loss: 1.0690 val loss: 0.6910 Epoch 43/100 ---------- lr: 0.005 train loss: 0.9815 val loss: 0.4311 Epoch 44/100 ---------- lr: 0.005 train loss: 0.7164 val loss: 0.3284 Epoch 45/100 ---------- lr: 0.005 train loss: 0.6786 val loss: 0.3632 Epoch 46/100 ---------- lr: 0.005 train loss: 0.7225 val loss: 0.3874 Epoch 47/100 ---------- lr: 0.005 train loss: 0.7354 val loss: 0.4455 Epoch 48/100 ---------- lr: 0.005 train loss: 0.7425 val loss: 0.3992 Epoch 49/100 ---------- lr: 0.005 train loss: 0.7084 val loss: 0.3442 Epoch 50/100 ---------- lr: 0.005 train loss: 0.6983 val loss: 0.4130 Epoch 51/100 ---------- lr: 0.005 train loss: 0.7879 val loss: 0.3957 Epoch 52/100 ---------- lr: 0.005 train loss: 0.7054 val loss: 0.4276 Epoch 53/100 ---------- lr: 0.005 train loss: 0.7402 val loss: 0.3668 Epoch 54/100 ---------- lr: 0.005 train loss: 0.7298 val loss: 0.5134 Epoch 55/100 ---------- lr: 0.005 train loss: 0.7470 val loss: 0.3269 Epoch 56/100 ---------- lr: 0.005 train loss: 0.6495 val loss: 0.3717 Epoch 57/100 ---------- lr: 0.005 train loss: 0.6608 val loss: 0.2942 Epoch 58/100 ---------- lr: 0.005 train loss: 0.6447 val loss: 0.3807 Epoch 59/100 ---------- lr: 0.005 train loss: 1.5949 val loss: 0.6858 Epoch 60/100 ---------- lr: 0.005 train loss: 0.8510 val loss: 0.4239 Epoch 61/100 ---------- lr: 0.005 train loss: 0.7278 val loss: 0.3629 Epoch 62/100 ---------- lr: 0.005 train loss: 0.6780 val loss: 0.3873 Epoch 63/100 ---------- lr: 0.005 train loss: 0.6658 val loss: 0.3024 Epoch 64/100 ---------- lr: 0.005 train loss: 0.6275 val loss: 0.3234 Epoch 65/100 ---------- lr: 0.005 train loss: 0.6559 val loss: 0.3216 Epoch 66/100 ---------- lr: 0.005 train loss: 0.6657 val loss: 0.3528 Epoch 67/100 ---------- lr: 0.005 train loss: 0.6527 val loss: 0.2969 Epoch 68/100 ---------- lr: 0.005 train loss: 0.7167 val loss: 0.4173 Epoch 69/100 ---------- lr: 0.005 train loss: 0.6829 val loss: 0.3154 Epoch 70/100 ---------- lr: 0.005 train loss: 0.6258 val loss: 0.2970 Epoch 71/100 ---------- lr: 0.005 train loss: 0.6264 val loss: 0.2980 Epoch 72/100 ---------- lr: 0.005 train loss: 0.7305 val loss: 0.4893 Epoch 73/100 ---------- lr: 0.005 train loss: 0.6470 val loss: 0.2835 Epoch 74/100 ---------- lr: 0.005 train loss: 0.6054 val loss: 0.3908 Epoch 75/100 ---------- lr: 0.005 train loss: 0.6488 val loss: 0.2729 Epoch 76/100 ---------- lr: 0.005 train loss: 0.6284 val loss: 0.4608 Epoch 77/100 ---------- lr: 0.005 train loss: 1.0799 val loss: 0.8266 Epoch 78/100 ---------- lr: 0.005 train loss: 0.9361 val loss: 0.4067 Epoch 79/100 ---------- lr: 0.005 train loss: 0.6740 val loss: 0.3347 Epoch 80/100 ---------- lr: 0.005 train loss: 0.6234 val loss: 0.3208 Epoch 81/100 ---------- lr: 0.005 train loss: 0.6137 val loss: 0.2698 Epoch 82/100 ---------- lr: 0.005 train loss: 0.5974 val loss: 0.2768 Epoch 83/100 ---------- lr: 0.005 train loss: 0.6269 val loss: 0.2604 Epoch 84/100 ---------- lr: 0.005 train loss: 0.6096 val loss: 0.3271 Epoch 85/100 ---------- lr: 0.005 train loss: 0.6272 val loss: 0.2600 Epoch 86/100 ---------- lr: 0.005 train loss: 0.6868 val loss: 0.3193 Epoch 87/100 ---------- lr: 0.005 train loss: 0.5992 val loss: 0.3024 Epoch 88/100 ---------- lr: 0.005 train loss: 0.5996 val loss: 0.2582 Epoch 89/100 ---------- lr: 0.005 train loss: 0.6236 val loss: 0.4281 Epoch 90/100 ---------- lr: 0.005 train loss: 1.6568 val loss: 3.8149 Epoch 91/100 ---------- lr: 0.005 train loss: 4.3399 val loss: 3.1616 Epoch 92/100 ---------- lr: 0.005 train loss: 3.9182 val loss: 3.2416 Epoch 93/100 ---------- lr: 0.005 train loss: 4.6400 val loss: 3.5699 Epoch 94/100 ---------- lr: 0.005 train loss: 4.4705 val loss: 4.1935 Epoch 95/100 ---------- lr: 0.005 train loss: 4.6410 val loss: 3.9606 Epoch 96/100 ---------- lr: 0.005 train loss: 4.4178 val loss: 3.7631 Epoch 97/100 ---------- lr: 0.005 train loss: 4.2303 val loss: 3.5619 Epoch 98/100 ---------- lr: 0.005 train loss: 4.2294 val loss: 3.6076 Epoch 99/100 ---------- lr: 0.005 train loss: 4.2652 val loss: 4.1198 Epoch 100/100 ---------- lr: 0.005 train loss: 4.9717 val loss: 4.0316 Training complete in 8m 41s Best val loss: 0.2582 at epoch 88 Val MSE at best epoch: 0.0943