Epoch 1/100 ---------- lr: 0.01 train loss: 7.7368 val loss: 3.6481 Epoch 2/100 ---------- lr: 0.01 train loss: 3.7455 val loss: 3.1117 Epoch 3/100 ---------- lr: 0.01 train loss: 3.3175 val loss: 2.5803 Epoch 4/100 ---------- lr: 0.01 train loss: 2.8363 val loss: 2.5347 Epoch 5/100 ---------- lr: 0.01 train loss: 2.6919 val loss: 1.8348 Epoch 6/100 ---------- lr: 0.01 train loss: 2.2345 val loss: 2.0132 Epoch 7/100 ---------- lr: 0.01 train loss: 2.2426 val loss: 1.6392 Epoch 8/100 ---------- lr: 0.01 train loss: 1.9151 val loss: 1.1405 Epoch 9/100 ---------- lr: 0.01 train loss: 1.6709 val loss: 1.2714 Epoch 10/100 ---------- lr: 0.01 train loss: 1.8621 val loss: 1.6452 Epoch 11/100 ---------- lr: 0.01 train loss: 2.1723 val loss: 1.3462 Epoch 12/100 ---------- lr: 0.01 train loss: 1.6549 val loss: 0.9536 Epoch 13/100 ---------- lr: 0.01 train loss: 1.4320 val loss: 1.0748 Epoch 14/100 ---------- lr: 0.01 train loss: 1.3511 val loss: 0.8464 Epoch 15/100 ---------- lr: 0.01 train loss: 1.3868 val loss: 1.1461 Epoch 16/100 ---------- lr: 0.01 train loss: 1.4012 val loss: 0.7367 Epoch 17/100 ---------- lr: 0.01 train loss: 1.3832 val loss: 0.9759 Epoch 18/100 ---------- lr: 0.01 train loss: 1.2348 val loss: 0.6893 Epoch 19/100 ---------- lr: 0.01 train loss: 1.2352 val loss: 1.0200 Epoch 20/100 ---------- lr: 0.01 train loss: 1.2884 val loss: 0.8399 Epoch 21/100 ---------- lr: 0.01 train loss: 1.2781 val loss: 1.1838 Epoch 22/100 ---------- lr: 0.01 train loss: 1.4117 val loss: 0.7430 Epoch 23/100 ---------- lr: 0.01 train loss: 1.3129 val loss: 0.8518 Epoch 24/100 ---------- lr: 0.01 train loss: 1.1266 val loss: 0.6446 Epoch 25/100 ---------- lr: 0.01 train loss: 1.0357 val loss: 0.5602 Epoch 26/100 ---------- lr: 0.01 train loss: 1.0097 val loss: 0.5379 Epoch 27/100 ---------- lr: 0.01 train loss: 1.0229 val loss: 0.7292 Epoch 28/100 ---------- lr: 0.01 train loss: 1.1582 val loss: 0.5577 Epoch 29/100 ---------- lr: 0.01 train loss: 0.9984 val loss: 0.5156 Epoch 30/100 ---------- lr: 0.01 train loss: 1.3642 val loss: 0.7327 Epoch 31/100 ---------- lr: 0.01 train loss: 0.9863 val loss: 0.4707 Epoch 32/100 ---------- lr: 0.01 train loss: 0.8576 val loss: 0.5242 Epoch 33/100 ---------- lr: 0.01 train loss: 0.8634 val loss: 0.4429 Epoch 34/100 ---------- lr: 0.01 train loss: 0.8828 val loss: 0.6650 Epoch 35/100 ---------- lr: 0.01 train loss: 1.0178 val loss: 0.5979 Epoch 36/100 ---------- lr: 0.01 train loss: 1.5392 val loss: 0.7445 Epoch 37/100 ---------- lr: 0.01 train loss: 1.0792 val loss: 0.5688 Epoch 38/100 ---------- lr: 0.01 train loss: 1.8880 val loss: 1.9545 Epoch 39/100 ---------- lr: 0.01 train loss: 6.9730 val loss: 5.8686 Epoch 40/100 ---------- lr: 0.01 train loss: 6.4430 val loss: 5.9310 Epoch 41/100 ---------- lr: 0.01 train loss: 6.8712 val loss: 5.6985 Epoch 42/100 ---------- lr: 0.01 train loss: 6.0937 val loss: 5.8129 Epoch 43/100 ---------- lr: 0.01 train loss: 6.8844 val loss: 6.6144 Epoch 44/100 ---------- lr: 0.01 train loss: 7.4319 val loss: 7.1235 Epoch 45/100 ---------- lr: 0.01 train loss: 8.1125 val loss: 7.1891 Epoch 46/100 ---------- lr: 0.01 train loss: 12.5458 val loss: 110.2709 Epoch 47/100 ---------- lr: 0.01 train loss: 9.3046 val loss: 7.9052 Epoch 48/100 ---------- lr: 0.01 train loss: 8.1920 val loss: 7.1052 Epoch 49/100 ---------- lr: 0.01 train loss: 7.5504 val loss: 6.8168 Epoch 50/100 ---------- lr: 0.01 train loss: 7.5974 val loss: 6.9346 Epoch 51/100 ---------- lr: 0.01 train loss: 7.3913 val loss: 7.5250 Epoch 52/100 ---------- lr: 0.01 train loss: 7.7198 val loss: 7.0943 Epoch 53/100 ---------- lr: 0.01 train loss: 7.3387 val loss: 8.0420 Epoch 54/100 ---------- lr: 0.01 train loss: 10.5943 val loss: 9.6031 Epoch 55/100 ---------- lr: 0.005 train loss: 9.2271 val loss: 8.0166 Epoch 56/100 ---------- lr: 0.005 train loss: 8.3872 val loss: 7.5246 Epoch 57/100 ---------- lr: 0.005 train loss: 7.8938 val loss: 7.0694 Epoch 58/100 ---------- lr: 0.005 train loss: 8.3322 val loss: 7.6925 Epoch 59/100 ---------- lr: 0.005 train loss: 8.6360 val loss: 8.6688 Epoch 60/100 ---------- lr: 0.005 train loss: 8.7035 val loss: 7.3269 Epoch 61/100 ---------- lr: 0.005 train loss: 8.0471 val loss: 6.8341 Epoch 62/100 ---------- lr: 0.005 train loss: 7.5932 val loss: 6.7888 Epoch 63/100 ---------- lr: 0.005 train loss: 7.6051 val loss: 6.8203 Epoch 64/100 ---------- lr: 0.005 train loss: 7.3384 val loss: 6.5355 Epoch 65/100 ---------- lr: 0.005 train loss: 7.3819 val loss: 6.9579 Epoch 66/100 ---------- lr: 0.005 train loss: 7.4999 val loss: 6.9864 Epoch 67/100 ---------- lr: 0.005 train loss: 7.3589 val loss: 6.9743 Epoch 68/100 ---------- lr: 0.005 train loss: 7.4032 val loss: 7.0705 Epoch 69/100 ---------- lr: 0.005 train loss: 7.7650 val loss: 6.6558 Epoch 70/100 ---------- lr: 0.005 train loss: 7.3354 val loss: 6.6058 Epoch 71/100 ---------- lr: 0.005 train loss: 7.2101 val loss: 6.4366 Epoch 72/100 ---------- lr: 0.005 train loss: 7.0063 val loss: 6.2460 Epoch 73/100 ---------- lr: 0.005 train loss: 7.1679 val loss: 6.5314 Epoch 74/100 ---------- lr: 0.005 train loss: 6.9531 val loss: 6.1767 Epoch 75/100 ---------- lr: 0.005 train loss: 6.6673 val loss: 6.3328 Epoch 76/100 ---------- lr: 0.0025 train loss: 6.4166 val loss: 5.8742 Epoch 77/100 ---------- lr: 0.0025 train loss: 6.3777 val loss: 5.8162 Epoch 78/100 ---------- lr: 0.0025 train loss: 6.3826 val loss: 5.9644 Epoch 79/100 ---------- lr: 0.0025 train loss: 6.5326 val loss: 6.0660 Epoch 80/100 ---------- lr: 0.0025 train loss: 6.3833 val loss: 5.9971 Epoch 81/100 ---------- lr: 0.0025 train loss: 6.4592 val loss: 6.1145 Epoch 82/100 ---------- lr: 0.0025 train loss: 6.4281 val loss: 5.8556 Epoch 83/100 ---------- lr: 0.0025 train loss: 6.4632 val loss: 6.0236 Epoch 84/100 ---------- lr: 0.0025 train loss: 6.4522 val loss: 5.8069 Epoch 85/100 ---------- lr: 0.0025 train loss: 6.4661 val loss: 6.0613 Epoch 86/100 ---------- lr: 0.0025 train loss: 6.4309 val loss: 5.9537 Epoch 87/100 ---------- lr: 0.0025 train loss: 6.6081 val loss: 5.9996 Epoch 88/100 ---------- lr: 0.0025 train loss: 6.6338 val loss: 6.2333 Epoch 89/100 ---------- lr: 0.0025 train loss: 6.5988 val loss: 6.0590 Epoch 90/100 ---------- lr: 0.0025 train loss: 6.4080 val loss: 6.0171 Epoch 91/100 ---------- lr: 0.0025 train loss: 6.4515 val loss: 5.9981 Epoch 92/100 ---------- lr: 0.0025 train loss: 6.4107 val loss: 5.9857 Epoch 93/100 ---------- lr: 0.0025 train loss: 6.3934 val loss: 5.9621 Epoch 94/100 ---------- lr: 0.0025 train loss: 6.3369 val loss: 5.9154 Epoch 95/100 ---------- lr: 0.0025 train loss: 6.2662 val loss: 5.7603 Epoch 96/100 ---------- lr: 0.0025 train loss: 6.1817 val loss: 5.7993 Epoch 97/100 ---------- lr: 0.00125 train loss: 6.1499 val loss: 5.9796 Epoch 98/100 ---------- lr: 0.00125 train loss: 6.0800 val loss: 5.6905 Epoch 99/100 ---------- lr: 0.00125 train loss: 6.0554 val loss: 5.6936 Epoch 100/100 ---------- lr: 0.00125 train loss: 6.0466 val loss: 5.7143 Training complete in 10m 12s Best val loss: 0.4429 at epoch 33 Val MSE at best epoch: 0.1831