Epoch 1/100 ---------- lr: 0.01 train loss: 6.6353 val loss: 3.5995 Epoch 2/100 ---------- lr: 0.01 train loss: 3.8755 val loss: 3.2784 Epoch 3/100 ---------- lr: 0.01 train loss: 2.9689 val loss: 2.1382 Epoch 4/100 ---------- lr: 0.01 train loss: 2.4300 val loss: 1.8754 Epoch 5/100 ---------- lr: 0.01 train loss: 2.9966 val loss: 1.9342 Epoch 6/100 ---------- lr: 0.01 train loss: 2.2621 val loss: 1.9509 Epoch 7/100 ---------- lr: 0.01 train loss: 1.9829 val loss: 1.3310 Epoch 8/100 ---------- lr: 0.01 train loss: 1.7057 val loss: 1.2126 Epoch 9/100 ---------- lr: 0.01 train loss: 1.7212 val loss: 1.4845 Epoch 10/100 ---------- lr: 0.01 train loss: 1.5595 val loss: 1.3943 Epoch 11/100 ---------- lr: 0.01 train loss: 1.6291 val loss: 1.0405 Epoch 12/100 ---------- lr: 0.01 train loss: 1.4654 val loss: 0.9109 Epoch 13/100 ---------- lr: 0.01 train loss: 1.2929 val loss: 0.9463 Epoch 14/100 ---------- lr: 0.01 train loss: 1.2233 val loss: 0.7884 Epoch 15/100 ---------- lr: 0.01 train loss: 1.2457 val loss: 0.9130 Epoch 16/100 ---------- lr: 0.01 train loss: 1.2188 val loss: 0.6355 Epoch 17/100 ---------- lr: 0.01 train loss: 1.1067 val loss: 0.7285 Epoch 18/100 ---------- lr: 0.01 train loss: 1.1022 val loss: 0.7848 Epoch 19/100 ---------- lr: 0.01 train loss: 1.1480 val loss: 1.1683 Epoch 20/100 ---------- lr: 0.01 train loss: 1.2166 val loss: 2.0536 Epoch 21/100 ---------- lr: 0.01 train loss: 1.6512 val loss: 0.8724 Epoch 22/100 ---------- lr: 0.01 train loss: 1.0417 val loss: 0.6477 Epoch 23/100 ---------- lr: 0.01 train loss: 1.1462 val loss: 0.9284 Epoch 24/100 ---------- lr: 0.01 train loss: 0.9869 val loss: 0.6013 Epoch 25/100 ---------- lr: 0.01 train loss: 0.9496 val loss: 0.7348 Epoch 26/100 ---------- lr: 0.01 train loss: 0.8450 val loss: 0.4976 Epoch 27/100 ---------- lr: 0.01 train loss: 0.8665 val loss: 0.4873 Epoch 28/100 ---------- lr: 0.01 train loss: 1.0386 val loss: 0.9494 Epoch 29/100 ---------- lr: 0.01 train loss: 1.0787 val loss: 0.5461 Epoch 30/100 ---------- lr: 0.01 train loss: 0.9548 val loss: 0.6370 Epoch 31/100 ---------- lr: 0.01 train loss: 0.8747 val loss: 0.4890 Epoch 32/100 ---------- lr: 0.01 train loss: 0.8139 val loss: 0.4305 Epoch 33/100 ---------- lr: 0.01 train loss: 0.7743 val loss: 0.7113 Epoch 34/100 ---------- lr: 0.01 train loss: 0.9751 val loss: 1.5982 Epoch 35/100 ---------- lr: 0.01 train loss: 1.3931 val loss: 0.5953 Epoch 36/100 ---------- lr: 0.01 train loss: 0.8701 val loss: 0.4166 Epoch 37/100 ---------- lr: 0.01 train loss: 0.7800 val loss: 0.3751 Epoch 38/100 ---------- lr: 0.01 train loss: 0.7732 val loss: 0.5508 Epoch 39/100 ---------- lr: 0.01 train loss: 0.8707 val loss: 0.6000 Epoch 40/100 ---------- lr: 0.01 train loss: 0.7961 val loss: 0.4566 Epoch 41/100 ---------- lr: 0.01 train loss: 0.7881 val loss: 0.4944 Epoch 42/100 ---------- lr: 0.01 train loss: 0.8153 val loss: 0.4196 Epoch 43/100 ---------- lr: 0.01 train loss: 4.3773 val loss: 4.4013 Epoch 44/100 ---------- lr: 0.01 train loss: 4.3574 val loss: 3.6547 Epoch 45/100 ---------- lr: 0.01 train loss: 3.9229 val loss: 3.3627 Epoch 46/100 ---------- lr: 0.01 train loss: 3.7390 val loss: 3.0286 Epoch 47/100 ---------- lr: 0.01 train loss: 3.6945 val loss: 3.1210 Epoch 48/100 ---------- lr: 0.01 train loss: 3.5490 val loss: 3.1782 Epoch 49/100 ---------- lr: 0.01 train loss: 3.4653 val loss: 2.8867 Epoch 50/100 ---------- lr: 0.01 train loss: 3.3175 val loss: 2.7327 Epoch 51/100 ---------- lr: 0.01 train loss: 3.2168 val loss: 2.6205 Epoch 52/100 ---------- lr: 0.01 train loss: 3.2940 val loss: 2.8421 Epoch 53/100 ---------- lr: 0.01 train loss: 3.5933 val loss: 4.7765 Epoch 54/100 ---------- lr: 0.01 train loss: 13.7909 val loss: 14.6247 Epoch 55/100 ---------- lr: 0.01 train loss: 12.7888 val loss: 10.1890 Epoch 56/100 ---------- lr: 0.01 train loss: 9.9487 val loss: 8.3327 Epoch 57/100 ---------- lr: 0.01 train loss: 10.1280 val loss: 8.4226 Epoch 58/100 ---------- lr: 0.01 train loss: 8.8005 val loss: 7.5507 Epoch 59/100 ---------- lr: 0.005 train loss: 8.2233 val loss: 7.7306 Epoch 60/100 ---------- lr: 0.005 train loss: 8.4663 val loss: 7.4455 Epoch 61/100 ---------- lr: 0.005 train loss: 8.1612 val loss: 7.0093 Epoch 62/100 ---------- lr: 0.005 train loss: 7.8943 val loss: 6.9723 Epoch 63/100 ---------- lr: 0.005 train loss: 7.9695 val loss: 7.3168 Epoch 64/100 ---------- lr: 0.005 train loss: 8.1071 val loss: 7.2498 Epoch 65/100 ---------- lr: 0.005 train loss: 8.0355 val loss: 7.6101 Epoch 66/100 ---------- lr: 0.005 train loss: 8.2636 val loss: 7.1487 Epoch 67/100 ---------- lr: 0.005 train loss: 7.8498 val loss: 7.0850 Epoch 68/100 ---------- lr: 0.005 train loss: 7.4060 val loss: 6.6187 Epoch 69/100 ---------- lr: 0.005 train loss: 7.2948 val loss: 6.6175 Epoch 70/100 ---------- lr: 0.005 train loss: 7.1659 val loss: 6.5301 Epoch 71/100 ---------- lr: 0.005 train loss: 7.0417 val loss: 6.3772 Epoch 72/100 ---------- lr: 0.005 train loss: 6.9615 val loss: 6.1982 Epoch 73/100 ---------- lr: 0.005 train loss: 6.7686 val loss: 6.5335 Epoch 74/100 ---------- lr: 0.005 train loss: 6.7457 val loss: 6.4310 Epoch 75/100 ---------- lr: 0.005 train loss: 6.9028 val loss: 6.4112 Epoch 76/100 ---------- lr: 0.005 train loss: 6.8236 val loss: 6.3603 Epoch 77/100 ---------- lr: 0.005 train loss: 6.6343 val loss: 5.9593 Epoch 78/100 ---------- lr: 0.005 train loss: 6.5856 val loss: 6.0397 Epoch 79/100 ---------- lr: 0.005 train loss: 6.6023 val loss: 5.9521 Epoch 80/100 ---------- lr: 0.0025 train loss: 6.4471 val loss: 5.8999 Epoch 81/100 ---------- lr: 0.0025 train loss: 6.4236 val loss: 5.9509 Epoch 82/100 ---------- lr: 0.0025 train loss: 6.4033 val loss: 5.8824 Epoch 83/100 ---------- lr: 0.0025 train loss: 6.4281 val loss: 5.7286 Epoch 84/100 ---------- lr: 0.0025 train loss: 6.4583 val loss: 5.9638 Epoch 85/100 ---------- lr: 0.0025 train loss: 6.4887 val loss: 5.9469 Epoch 86/100 ---------- lr: 0.0025 train loss: 6.5594 val loss: 5.7453 Epoch 87/100 ---------- lr: 0.0025 train loss: 6.5873 val loss: 6.0361 Epoch 88/100 ---------- lr: 0.0025 train loss: 6.7875 val loss: 5.9771 Epoch 89/100 ---------- lr: 0.0025 train loss: 6.7340 val loss: 6.0737 Epoch 90/100 ---------- lr: 0.0025 train loss: 6.7614 val loss: 6.0728 Epoch 91/100 ---------- lr: 0.0025 train loss: 6.7168 val loss: 6.3709 Epoch 92/100 ---------- lr: 0.0025 train loss: 6.7416 val loss: 6.2625 Epoch 93/100 ---------- lr: 0.0025 train loss: 6.6943 val loss: 6.0477 Epoch 94/100 ---------- lr: 0.0025 train loss: 6.7073 val loss: 6.0015 Epoch 95/100 ---------- lr: 0.0025 train loss: 6.7076 val loss: 6.2391 Epoch 96/100 ---------- lr: 0.0025 train loss: 6.6950 val loss: 5.8685 Epoch 97/100 ---------- lr: 0.0025 train loss: 6.5774 val loss: 5.7780 Epoch 98/100 ---------- lr: 0.0025 train loss: 6.5212 val loss: 5.8959 Epoch 99/100 ---------- lr: 0.0025 train loss: 6.4980 val loss: 5.7927 Epoch 100/100 ---------- lr: 0.0025 train loss: 6.5041 val loss: 5.7946 Training complete in 10m 28s Best val loss: 0.3751 at epoch 37 Val MSE at best epoch: 0.1593