Epoch 1/100 ---------- lr: 0.005 train loss: 17.9193 val loss: 3.6778 Epoch 2/100 ---------- lr: 0.005 train loss: 5.8446 val loss: 3.1992 Epoch 3/100 ---------- lr: 0.005 train loss: 4.6251 val loss: 2.9118 Epoch 4/100 ---------- lr: 0.005 train loss: 4.1754 val loss: 2.6907 Epoch 5/100 ---------- lr: 0.005 train loss: 3.9239 val loss: 2.0891 Epoch 6/100 ---------- lr: 0.005 train loss: 3.6797 val loss: 2.2497 Epoch 7/100 ---------- lr: 0.005 train loss: 3.4499 val loss: 1.7839 Epoch 8/100 ---------- lr: 0.005 train loss: 3.3983 val loss: 1.6855 Epoch 9/100 ---------- lr: 0.005 train loss: 3.1418 val loss: 1.6333 Epoch 10/100 ---------- lr: 0.005 train loss: 2.9756 val loss: 1.7372 Epoch 11/100 ---------- lr: 0.005 train loss: 2.9293 val loss: 1.3906 Epoch 12/100 ---------- lr: 0.005 train loss: 2.8560 val loss: 1.5985 Epoch 13/100 ---------- lr: 0.005 train loss: 2.8960 val loss: 1.3536 Epoch 14/100 ---------- lr: 0.005 train loss: 2.7667 val loss: 1.2560 Epoch 15/100 ---------- lr: 0.005 train loss: 2.7277 val loss: 1.2305 Epoch 16/100 ---------- lr: 0.005 train loss: 2.6134 val loss: 1.1170 Epoch 17/100 ---------- lr: 0.005 train loss: 2.5782 val loss: 1.0469 Epoch 18/100 ---------- lr: 0.005 train loss: 2.5121 val loss: 1.3733 Epoch 19/100 ---------- lr: 0.005 train loss: 2.5848 val loss: 1.1897 Epoch 20/100 ---------- lr: 0.005 train loss: 2.5252 val loss: 1.1862 Epoch 21/100 ---------- lr: 0.005 train loss: 2.4204 val loss: 1.0486 Epoch 22/100 ---------- lr: 0.005 train loss: 2.6035 val loss: 0.9516 Epoch 23/100 ---------- lr: 0.005 train loss: 2.4378 val loss: 1.2508 Epoch 24/100 ---------- lr: 0.005 train loss: 2.3651 val loss: 0.8455 Epoch 25/100 ---------- lr: 0.005 train loss: 2.3252 val loss: 0.8513 Epoch 26/100 ---------- lr: 0.005 train loss: 2.3668 val loss: 0.9587 Epoch 27/100 ---------- lr: 0.005 train loss: 2.2324 val loss: 0.6702 Epoch 28/100 ---------- lr: 0.005 train loss: 2.1289 val loss: 0.6945 Epoch 29/100 ---------- lr: 0.005 train loss: 2.2203 val loss: 0.8555 Epoch 30/100 ---------- lr: 0.005 train loss: 2.5346 val loss: 1.3107 Epoch 31/100 ---------- lr: 0.005 train loss: 2.7064 val loss: 1.0034 Epoch 32/100 ---------- lr: 0.005 train loss: 2.2388 val loss: 0.7210 Epoch 33/100 ---------- lr: 0.005 train loss: 2.1142 val loss: 0.6556 Epoch 34/100 ---------- lr: 0.005 train loss: 2.0646 val loss: 0.6355 Epoch 35/100 ---------- lr: 0.005 train loss: 2.0699 val loss: 0.6783 Epoch 36/100 ---------- lr: 0.005 train loss: 2.1289 val loss: 0.8501 Epoch 37/100 ---------- lr: 0.005 train loss: 2.1453 val loss: 0.8185 Epoch 38/100 ---------- lr: 0.005 train loss: 2.1393 val loss: 0.6511 Epoch 39/100 ---------- lr: 0.005 train loss: 2.1537 val loss: 1.0254 Epoch 40/100 ---------- lr: 0.005 train loss: 2.3395 val loss: 0.8629 Epoch 41/100 ---------- lr: 0.005 train loss: 2.0977 val loss: 0.6716 Epoch 42/100 ---------- lr: 0.005 train loss: 2.0333 val loss: 0.6480 Epoch 43/100 ---------- lr: 0.005 train loss: 2.0201 val loss: 0.5944 Epoch 44/100 ---------- lr: 0.005 train loss: 2.0190 val loss: 0.5835 Epoch 45/100 ---------- lr: 0.005 train loss: 2.0954 val loss: 0.7505 Epoch 46/100 ---------- lr: 0.005 train loss: 2.1383 val loss: 0.6684 Epoch 47/100 ---------- lr: 0.005 train loss: 2.0313 val loss: 0.6681 Epoch 48/100 ---------- lr: 0.005 train loss: 2.3608 val loss: 1.1564 Epoch 49/100 ---------- lr: 0.005 train loss: 2.2441 val loss: 0.8138 Epoch 50/100 ---------- lr: 0.005 train loss: 2.0354 val loss: 0.5539 Epoch 51/100 ---------- lr: 0.005 train loss: 2.0006 val loss: 0.5542 Epoch 52/100 ---------- lr: 0.005 train loss: 1.9419 val loss: 0.5603 Epoch 53/100 ---------- lr: 0.005 train loss: 1.9535 val loss: 0.5154 Epoch 54/100 ---------- lr: 0.005 train loss: 1.9515 val loss: 0.5344 Epoch 55/100 ---------- lr: 0.005 train loss: 1.9172 val loss: 0.6274 Epoch 56/100 ---------- lr: 0.005 train loss: 1.9720 val loss: 0.5480 Epoch 57/100 ---------- lr: 0.005 train loss: 2.0177 val loss: 0.5240 Epoch 58/100 ---------- lr: 0.005 train loss: 2.1416 val loss: 0.6370 Epoch 59/100 ---------- lr: 0.005 train loss: 2.2871 val loss: 0.7469 Epoch 60/100 ---------- lr: 0.005 train loss: 2.0417 val loss: 0.6837 Epoch 61/100 ---------- lr: 0.005 train loss: 1.9859 val loss: 0.5739 Epoch 62/100 ---------- lr: 0.005 train loss: 2.2227 val loss: 0.9503 Epoch 63/100 ---------- lr: 0.005 train loss: 2.7495 val loss: 1.2386 Epoch 64/100 ---------- lr: 0.005 train loss: 2.3889 val loss: 0.9442 Epoch 65/100 ---------- lr: 0.005 train loss: 2.1645 val loss: 0.6859 Epoch 66/100 ---------- lr: 0.005 train loss: 2.1580 val loss: 0.6734 Epoch 67/100 ---------- lr: 0.005 train loss: 2.1086 val loss: 0.6449 Epoch 68/100 ---------- lr: 0.005 train loss: 2.0580 val loss: 0.6282 Epoch 69/100 ---------- lr: 0.005 train loss: 2.1422 val loss: 0.7468 Epoch 70/100 ---------- lr: 0.005 train loss: 2.1152 val loss: 0.7824 Epoch 71/100 ---------- lr: 0.005 train loss: 2.4929 val loss: 1.0123 Epoch 72/100 ---------- lr: 0.005 train loss: 2.3833 val loss: 0.9234 Epoch 73/100 ---------- lr: 0.005 train loss: 2.2516 val loss: 0.7007 Epoch 74/100 ---------- lr: 0.005 train loss: 2.1402 val loss: 0.6342 Epoch 75/100 ---------- lr: 0.0025 train loss: 2.0679 val loss: 0.6092 Epoch 76/100 ---------- lr: 0.0025 train loss: 2.0256 val loss: 0.5886 Epoch 77/100 ---------- lr: 0.0025 train loss: 1.9842 val loss: 0.5775 Epoch 78/100 ---------- lr: 0.0025 train loss: 2.0100 val loss: 0.5996 Epoch 79/100 ---------- lr: 0.0025 train loss: 1.9946 val loss: 0.5298 Epoch 80/100 ---------- lr: 0.0025 train loss: 1.9571 val loss: 0.5221 Epoch 81/100 ---------- lr: 0.0025 train loss: 1.9350 val loss: 0.5155 Epoch 82/100 ---------- lr: 0.0025 train loss: 1.9235 val loss: 0.5146 Epoch 83/100 ---------- lr: 0.0025 train loss: 1.9216 val loss: 0.5069 Epoch 84/100 ---------- lr: 0.0025 train loss: 1.9111 val loss: 0.4786 Epoch 85/100 ---------- lr: 0.0025 train loss: 1.9088 val loss: 0.5058 Epoch 86/100 ---------- lr: 0.0025 train loss: 1.9464 val loss: 0.5135 Epoch 87/100 ---------- lr: 0.0025 train loss: 1.9398 val loss: 0.4963 Epoch 88/100 ---------- lr: 0.0025 train loss: 1.9089 val loss: 0.4423 Epoch 89/100 ---------- lr: 0.0025 train loss: 1.8973 val loss: 0.5188 Epoch 90/100 ---------- lr: 0.0025 train loss: 1.8844 val loss: 0.4599 Epoch 91/100 ---------- lr: 0.0025 train loss: 1.8749 val loss: 0.4884 Epoch 92/100 ---------- lr: 0.0025 train loss: 1.8588 val loss: 0.4797 Epoch 93/100 ---------- lr: 0.0025 train loss: 1.8870 val loss: 0.4578 Epoch 94/100 ---------- lr: 0.0025 train loss: 1.8602 val loss: 0.4530 Epoch 95/100 ---------- lr: 0.0025 train loss: 1.8601 val loss: 0.4362 Epoch 96/100 ---------- lr: 0.0025 train loss: 1.8497 val loss: 0.4588 Epoch 97/100 ---------- lr: 0.0025 train loss: 1.8588 val loss: 0.4221 Epoch 98/100 ---------- lr: 0.0025 train loss: 1.8371 val loss: 0.4231 Epoch 99/100 ---------- lr: 0.0025 train loss: 1.8479 val loss: 0.4353 Epoch 100/100 ---------- lr: 0.0025 train loss: 1.8333 val loss: 0.4957 Training complete in 15m 6s Best val loss: 0.4221 at epoch 97 Val MSE at best epoch: 0.1716