Epoch 1/100 ---------- lr: 0.005 train loss: 11.3641 val loss: 4.2144 Epoch 2/100 ---------- lr: 0.005 train loss: 4.6035 val loss: 3.6914 Epoch 3/100 ---------- lr: 0.005 train loss: 4.4315 val loss: 3.0540 Epoch 4/100 ---------- lr: 0.005 train loss: 3.7840 val loss: 2.4754 Epoch 5/100 ---------- lr: 0.005 train loss: 3.1471 val loss: 1.9849 Epoch 6/100 ---------- lr: 0.005 train loss: 2.8988 val loss: 2.2847 Epoch 7/100 ---------- lr: 0.005 train loss: 2.7754 val loss: 1.9798 Epoch 8/100 ---------- lr: 0.005 train loss: 2.4329 val loss: 1.4516 Epoch 9/100 ---------- lr: 0.005 train loss: 2.3750 val loss: 1.6610 Epoch 10/100 ---------- lr: 0.005 train loss: 2.3611 val loss: 1.3167 Epoch 11/100 ---------- lr: 0.005 train loss: 2.1462 val loss: 1.6984 Epoch 12/100 ---------- lr: 0.005 train loss: 2.1089 val loss: 1.1965 Epoch 13/100 ---------- lr: 0.005 train loss: 1.9894 val loss: 0.9709 Epoch 14/100 ---------- lr: 0.005 train loss: 1.8196 val loss: 1.2383 Epoch 15/100 ---------- lr: 0.005 train loss: 2.0932 val loss: 1.0462 Epoch 16/100 ---------- lr: 0.005 train loss: 1.7465 val loss: 1.0716 Epoch 17/100 ---------- lr: 0.005 train loss: 2.3878 val loss: 1.6404 Epoch 18/100 ---------- lr: 0.005 train loss: 1.8497 val loss: 0.9644 Epoch 19/100 ---------- lr: 0.005 train loss: 1.5364 val loss: 0.6688 Epoch 20/100 ---------- lr: 0.005 train loss: 1.5087 val loss: 0.8627 Epoch 21/100 ---------- lr: 0.005 train loss: 1.4206 val loss: 0.5860 Epoch 22/100 ---------- lr: 0.005 train loss: 1.4634 val loss: 0.9236 Epoch 23/100 ---------- lr: 0.005 train loss: 1.5580 val loss: 0.7370 Epoch 24/100 ---------- lr: 0.005 train loss: 2.0821 val loss: 0.8238 Epoch 25/100 ---------- lr: 0.005 train loss: 1.5276 val loss: 0.5765 Epoch 26/100 ---------- lr: 0.005 train loss: 1.3613 val loss: 0.6241 Epoch 27/100 ---------- lr: 0.005 train loss: 1.2593 val loss: 0.5395 Epoch 28/100 ---------- lr: 0.005 train loss: 1.2407 val loss: 0.4640 Epoch 29/100 ---------- lr: 0.005 train loss: 1.4317 val loss: 1.5100 Epoch 30/100 ---------- lr: 0.005 train loss: 1.5637 val loss: 0.6221 Epoch 31/100 ---------- lr: 0.005 train loss: 1.3762 val loss: 0.5190 Epoch 32/100 ---------- lr: 0.005 train loss: 1.2285 val loss: 0.5819 Epoch 33/100 ---------- lr: 0.005 train loss: 1.2470 val loss: 0.4306 Epoch 34/100 ---------- lr: 0.005 train loss: 1.2573 val loss: 0.4570 Epoch 35/100 ---------- lr: 0.005 train loss: 1.2412 val loss: 0.5049 Epoch 36/100 ---------- lr: 0.005 train loss: 1.1831 val loss: 0.4396 Epoch 37/100 ---------- lr: 0.005 train loss: 1.1688 val loss: 0.3804 Epoch 38/100 ---------- lr: 0.005 train loss: 1.1455 val loss: 0.4206 Epoch 39/100 ---------- lr: 0.005 train loss: 1.3043 val loss: 0.5425 Epoch 40/100 ---------- lr: 0.005 train loss: 1.4306 val loss: 0.6666 Epoch 41/100 ---------- lr: 0.005 train loss: 1.2111 val loss: 0.4340 Epoch 42/100 ---------- lr: 0.005 train loss: 1.0820 val loss: 0.3932 Epoch 43/100 ---------- lr: 0.005 train loss: 1.1166 val loss: 0.3649 Epoch 44/100 ---------- lr: 0.005 train loss: 1.2240 val loss: 0.8204 Epoch 45/100 ---------- lr: 0.005 train loss: 1.3196 val loss: 0.5965 Epoch 46/100 ---------- lr: 0.005 train loss: 1.3501 val loss: 0.3951 Epoch 47/100 ---------- lr: 0.005 train loss: 1.4286 val loss: 2.0709 Epoch 48/100 ---------- lr: 0.005 train loss: 1.7080 val loss: 0.5326 Epoch 49/100 ---------- lr: 0.005 train loss: 1.2572 val loss: 0.4516 Epoch 50/100 ---------- lr: 0.005 train loss: 1.1682 val loss: 0.4280 Epoch 51/100 ---------- lr: 0.005 train loss: 1.1664 val loss: 0.6030 Epoch 52/100 ---------- lr: 0.005 train loss: 1.1518 val loss: 0.4332 Epoch 53/100 ---------- lr: 0.005 train loss: 1.1246 val loss: 0.4112 Epoch 54/100 ---------- lr: 0.005 train loss: 1.1303 val loss: 0.3940 Epoch 55/100 ---------- lr: 0.005 train loss: 1.0933 val loss: 0.5817 Epoch 56/100 ---------- lr: 0.005 train loss: 2.8005 val loss: 2.4058 Epoch 57/100 ---------- lr: 0.005 train loss: 4.9334 val loss: 4.1468 Epoch 58/100 ---------- lr: 0.005 train loss: 6.4558 val loss: 4.4030 Epoch 59/100 ---------- lr: 0.005 train loss: 5.3177 val loss: 4.0546 Epoch 60/100 ---------- lr: 0.005 train loss: 5.2172 val loss: 4.4955 Epoch 61/100 ---------- lr: 0.005 train loss: 5.2853 val loss: 5.6214 Epoch 62/100 ---------- lr: 0.005 train loss: 5.6242 val loss: 3.9667 Epoch 63/100 ---------- lr: 0.005 train loss: 5.2226 val loss: 3.8971 Epoch 64/100 ---------- lr: 0.005 train loss: 5.1782 val loss: 4.8541 Epoch 65/100 ---------- lr: 0.0025 train loss: 5.0255 val loss: 3.6353 Epoch 66/100 ---------- lr: 0.0025 train loss: 4.5207 val loss: 3.5880 Epoch 67/100 ---------- lr: 0.0025 train loss: 4.3032 val loss: 3.1862 Epoch 68/100 ---------- lr: 0.0025 train loss: 4.0951 val loss: 3.0376 Epoch 69/100 ---------- lr: 0.0025 train loss: 4.2175 val loss: 3.6554 Epoch 70/100 ---------- lr: 0.0025 train loss: 4.3120 val loss: 3.0476 Epoch 71/100 ---------- lr: 0.0025 train loss: 4.1389 val loss: 3.3276 Epoch 72/100 ---------- lr: 0.0025 train loss: 4.0452 val loss: 2.9451 Epoch 73/100 ---------- lr: 0.0025 train loss: 3.8924 val loss: 2.9752 Epoch 74/100 ---------- lr: 0.0025 train loss: 3.7099 val loss: 2.8506 Epoch 75/100 ---------- lr: 0.0025 train loss: 3.6379 val loss: 2.8429 Epoch 76/100 ---------- lr: 0.0025 train loss: 3.5602 val loss: 2.5886 Epoch 77/100 ---------- lr: 0.0025 train loss: 3.4757 val loss: 2.6147 Epoch 78/100 ---------- lr: 0.0025 train loss: 3.5385 val loss: 2.5125 Epoch 79/100 ---------- lr: 0.0025 train loss: 3.4031 val loss: 2.5124 Epoch 80/100 ---------- lr: 0.0025 train loss: 3.4202 val loss: 2.5730 Epoch 81/100 ---------- lr: 0.0025 train loss: 3.4568 val loss: 2.5310 Epoch 82/100 ---------- lr: 0.0025 train loss: 3.2822 val loss: 2.4981 Epoch 83/100 ---------- lr: 0.0025 train loss: 3.2841 val loss: 2.4903 Epoch 84/100 ---------- lr: 0.0025 train loss: 3.1856 val loss: 2.3785 Epoch 85/100 ---------- lr: 0.0025 train loss: 3.0960 val loss: 2.3705 Epoch 86/100 ---------- lr: 0.00125 train loss: 2.9852 val loss: 2.1203 Epoch 87/100 ---------- lr: 0.00125 train loss: 2.9298 val loss: 2.1135 Epoch 88/100 ---------- lr: 0.00125 train loss: 2.8868 val loss: 2.0309 Epoch 89/100 ---------- lr: 0.00125 train loss: 2.9992 val loss: 2.1133 Epoch 90/100 ---------- lr: 0.00125 train loss: 2.9600 val loss: 2.1290 Epoch 91/100 ---------- lr: 0.00125 train loss: 2.8750 val loss: 2.0375 Epoch 92/100 ---------- lr: 0.00125 train loss: 2.8465 val loss: 2.0463 Epoch 93/100 ---------- lr: 0.00125 train loss: 2.8253 val loss: 2.0461 Epoch 94/100 ---------- lr: 0.00125 train loss: 2.8696 val loss: 2.1721 Epoch 95/100 ---------- lr: 0.00125 train loss: 2.7965 val loss: 2.1116 Epoch 96/100 ---------- lr: 0.00125 train loss: 2.7601 val loss: 2.0459 Epoch 97/100 ---------- lr: 0.00125 train loss: 2.7304 val loss: 1.9555 Epoch 98/100 ---------- lr: 0.00125 train loss: 2.7398 val loss: 2.0038 Epoch 99/100 ---------- lr: 0.00125 train loss: 2.7301 val loss: 1.9976 Epoch 100/100 ---------- lr: 0.00125 train loss: 2.7397 val loss: 2.0785 Training complete in 16m 2s Best val loss: 0.3649 at epoch 43 Val MSE at best epoch: 0.1550