Epoch 1/100 ---------- lr: 0.001 train loss: 22.5390 val loss: 5.7007 Epoch 2/100 ---------- lr: 0.001 train loss: 5.8290 val loss: 3.7212 Epoch 3/100 ---------- lr: 0.001 train loss: 4.9741 val loss: 2.9635 Epoch 4/100 ---------- lr: 0.001 train loss: 4.4392 val loss: 2.6387 Epoch 5/100 ---------- lr: 0.001 train loss: 4.3023 val loss: 2.6023 Epoch 6/100 ---------- lr: 0.001 train loss: 4.0434 val loss: 2.3515 Epoch 7/100 ---------- lr: 0.001 train loss: 3.8215 val loss: 2.1317 Epoch 8/100 ---------- lr: 0.001 train loss: 3.6699 val loss: 2.0726 Epoch 9/100 ---------- lr: 0.001 train loss: 3.5777 val loss: 2.0165 Epoch 10/100 ---------- lr: 0.001 train loss: 3.4295 val loss: 1.8845 Epoch 11/100 ---------- lr: 0.001 train loss: 3.3083 val loss: 1.8099 Epoch 12/100 ---------- lr: 0.001 train loss: 3.2500 val loss: 1.7583 Epoch 13/100 ---------- lr: 0.001 train loss: 3.1803 val loss: 1.6609 Epoch 14/100 ---------- lr: 0.001 train loss: 3.0637 val loss: 1.4884 Epoch 15/100 ---------- lr: 0.001 train loss: 3.0012 val loss: 1.5640 Epoch 16/100 ---------- lr: 0.001 train loss: 2.9190 val loss: 1.4921 Epoch 17/100 ---------- lr: 0.001 train loss: 3.3023 val loss: 1.7124 Epoch 18/100 ---------- lr: 0.001 train loss: 2.9460 val loss: 1.4417 Epoch 19/100 ---------- lr: 0.001 train loss: 2.7941 val loss: 1.3436 Epoch 20/100 ---------- lr: 0.001 train loss: 2.7735 val loss: 1.2715 Epoch 21/100 ---------- lr: 0.001 train loss: 2.8069 val loss: 1.2198 Epoch 22/100 ---------- lr: 0.001 train loss: 2.7401 val loss: 1.2967 Epoch 23/100 ---------- lr: 0.001 train loss: 2.6533 val loss: 1.2250 Epoch 24/100 ---------- lr: 0.001 train loss: 2.6101 val loss: 1.1042 Epoch 25/100 ---------- lr: 0.001 train loss: 2.5712 val loss: 1.1084 Epoch 26/100 ---------- lr: 0.001 train loss: 2.5609 val loss: 1.2574 Epoch 27/100 ---------- lr: 0.001 train loss: 2.6422 val loss: 1.0672 Epoch 28/100 ---------- lr: 0.001 train loss: 2.4693 val loss: 1.1006 Epoch 29/100 ---------- lr: 0.001 train loss: 2.6372 val loss: 1.6336 Epoch 30/100 ---------- lr: 0.001 train loss: 2.5461 val loss: 1.0589 Epoch 31/100 ---------- lr: 0.001 train loss: 2.4327 val loss: 1.0256 Epoch 32/100 ---------- lr: 0.001 train loss: 2.5227 val loss: 2.3238 Epoch 33/100 ---------- lr: 0.001 train loss: 2.8678 val loss: 1.1714 Epoch 34/100 ---------- lr: 0.001 train loss: 2.5176 val loss: 1.0749 Epoch 35/100 ---------- lr: 0.001 train loss: 2.4439 val loss: 0.9768 Epoch 36/100 ---------- lr: 0.001 train loss: 2.3788 val loss: 0.9690 Epoch 37/100 ---------- lr: 0.001 train loss: 2.3539 val loss: 0.9055 Epoch 38/100 ---------- lr: 0.001 train loss: 2.3364 val loss: 0.9145 Epoch 39/100 ---------- lr: 0.001 train loss: 2.3325 val loss: 0.9302 Epoch 40/100 ---------- lr: 0.001 train loss: 2.3157 val loss: 0.8810 Epoch 41/100 ---------- lr: 0.001 train loss: 2.2906 val loss: 0.9028 Epoch 42/100 ---------- lr: 0.001 train loss: 2.3115 val loss: 0.9195 Epoch 43/100 ---------- lr: 0.001 train loss: 2.2804 val loss: 0.8749 Epoch 44/100 ---------- lr: 0.001 train loss: 2.2514 val loss: 0.8834 Epoch 45/100 ---------- lr: 0.001 train loss: 2.2602 val loss: 0.8409 Epoch 46/100 ---------- lr: 0.001 train loss: 2.2368 val loss: 0.8332 Epoch 47/100 ---------- lr: 0.001 train loss: 2.3198 val loss: 0.9291 Epoch 48/100 ---------- lr: 0.001 train loss: 2.2452 val loss: 0.8135 Epoch 49/100 ---------- lr: 0.001 train loss: 2.2410 val loss: 0.8073 Epoch 50/100 ---------- lr: 0.001 train loss: 2.2685 val loss: 0.8014 Epoch 51/100 ---------- lr: 0.001 train loss: 2.1916 val loss: 0.7926 Epoch 52/100 ---------- lr: 0.001 train loss: 2.1940 val loss: 0.7733 Epoch 53/100 ---------- lr: 0.001 train loss: 2.1605 val loss: 0.7525 Epoch 54/100 ---------- lr: 0.001 train loss: 2.1394 val loss: 0.7442 Epoch 55/100 ---------- lr: 0.001 train loss: 2.1272 val loss: 0.7380 Epoch 56/100 ---------- lr: 0.001 train loss: 2.1594 val loss: 1.1370 Epoch 57/100 ---------- lr: 0.001 train loss: 2.1413 val loss: 0.7292 Epoch 58/100 ---------- lr: 0.001 train loss: 2.0792 val loss: 0.6868 Epoch 59/100 ---------- lr: 0.001 train loss: 2.1007 val loss: 0.6844 Epoch 60/100 ---------- lr: 0.001 train loss: 2.0866 val loss: 0.7142 Epoch 61/100 ---------- lr: 0.001 train loss: 2.0745 val loss: 0.6626 Epoch 62/100 ---------- lr: 0.001 train loss: 2.1297 val loss: 0.7461 Epoch 63/100 ---------- lr: 0.001 train loss: 2.0833 val loss: 0.6408 Epoch 64/100 ---------- lr: 0.001 train loss: 2.0388 val loss: 0.7218 Epoch 65/100 ---------- lr: 0.001 train loss: 2.0269 val loss: 0.6324 Epoch 66/100 ---------- lr: 0.001 train loss: 2.0198 val loss: 0.6278 Epoch 67/100 ---------- lr: 0.001 train loss: 2.0247 val loss: 0.5982 Epoch 68/100 ---------- lr: 0.001 train loss: 2.0611 val loss: 0.7960 Epoch 69/100 ---------- lr: 0.001 train loss: 2.0324 val loss: 0.6473 Epoch 70/100 ---------- lr: 0.001 train loss: 2.0070 val loss: 0.6405 Epoch 71/100 ---------- lr: 0.001 train loss: 1.9825 val loss: 0.5872 Epoch 72/100 ---------- lr: 0.001 train loss: 2.0153 val loss: 0.6257 Epoch 73/100 ---------- lr: 0.001 train loss: 1.9820 val loss: 0.6287 Epoch 74/100 ---------- lr: 0.001 train loss: 2.0730 val loss: 1.0392 Epoch 75/100 ---------- lr: 0.001 train loss: 2.1650 val loss: 0.8059 Epoch 76/100 ---------- lr: 0.001 train loss: 2.0452 val loss: 0.6217 Epoch 77/100 ---------- lr: 0.001 train loss: 1.9899 val loss: 0.5917 Epoch 78/100 ---------- lr: 0.001 train loss: 2.0003 val loss: 0.5704 Epoch 79/100 ---------- lr: 0.001 train loss: 1.9579 val loss: 0.6002 Epoch 80/100 ---------- lr: 0.001 train loss: 1.9649 val loss: 0.5728 Epoch 81/100 ---------- lr: 0.001 train loss: 1.9510 val loss: 0.6178 Epoch 82/100 ---------- lr: 0.001 train loss: 1.9851 val loss: 0.5712 Epoch 83/100 ---------- lr: 0.001 train loss: 1.9656 val loss: 0.6467 Epoch 84/100 ---------- lr: 0.001 train loss: 2.0963 val loss: 0.5816 Epoch 85/100 ---------- lr: 0.001 train loss: 1.9326 val loss: 0.5505 Epoch 86/100 ---------- lr: 0.001 train loss: 1.9279 val loss: 0.5805 Epoch 87/100 ---------- lr: 0.001 train loss: 1.9316 val loss: 0.5634 Epoch 88/100 ---------- lr: 0.001 train loss: 1.9733 val loss: 0.5523 Epoch 89/100 ---------- lr: 0.001 train loss: 1.9128 val loss: 0.5332 Epoch 90/100 ---------- lr: 0.001 train loss: 1.8965 val loss: 0.5420 Epoch 91/100 ---------- lr: 0.001 train loss: 1.9361 val loss: 0.6257 Epoch 92/100 ---------- lr: 0.001 train loss: 1.9688 val loss: 0.5426 Epoch 93/100 ---------- lr: 0.001 train loss: 1.9140 val loss: 0.5154 Epoch 94/100 ---------- lr: 0.001 train loss: 1.9087 val loss: 0.5196 Epoch 95/100 ---------- lr: 0.001 train loss: 1.9159 val loss: 0.5619 Epoch 96/100 ---------- lr: 0.001 train loss: 1.9245 val loss: 0.5294 Epoch 97/100 ---------- lr: 0.001 train loss: 1.8956 val loss: 0.5252 Epoch 98/100 ---------- lr: 0.001 train loss: 1.8728 val loss: 0.5233 Epoch 99/100 ---------- lr: 0.001 train loss: 1.8813 val loss: 0.5336 Epoch 100/100 ---------- lr: 0.001 train loss: 1.9024 val loss: 0.5539 Training complete in 6m 58s Best val loss: 0.5154 at epoch 93 Val MSE at best epoch: 0.2179