Epoch 1/100 ---------- lr: 0.01 train loss: 7.0399 val loss: 5.4213 Epoch 2/100 ---------- lr: 0.01 train loss: 3.8246 val loss: 3.3186 Epoch 3/100 ---------- lr: 0.01 train loss: 2.9513 val loss: 2.3145 Epoch 4/100 ---------- lr: 0.01 train loss: 2.9339 val loss: 1.9706 Epoch 5/100 ---------- lr: 0.01 train loss: 2.3770 val loss: 1.6387 Epoch 6/100 ---------- lr: 0.01 train loss: 2.1406 val loss: 1.4162 Epoch 7/100 ---------- lr: 0.01 train loss: 2.1552 val loss: 1.8656 Epoch 8/100 ---------- lr: 0.01 train loss: 2.0918 val loss: 1.4038 Epoch 9/100 ---------- lr: 0.01 train loss: 1.7837 val loss: 1.1498 Epoch 10/100 ---------- lr: 0.01 train loss: 1.5425 val loss: 1.1160 Epoch 11/100 ---------- lr: 0.01 train loss: 1.6420 val loss: 0.9441 Epoch 12/100 ---------- lr: 0.01 train loss: 1.5689 val loss: 1.1435 Epoch 13/100 ---------- lr: 0.01 train loss: 1.5869 val loss: 1.0256 Epoch 14/100 ---------- lr: 0.01 train loss: 1.6219 val loss: 0.7736 Epoch 15/100 ---------- lr: 0.01 train loss: 1.3463 val loss: 0.9066 Epoch 16/100 ---------- lr: 0.01 train loss: 1.3403 val loss: 0.8352 Epoch 17/100 ---------- lr: 0.01 train loss: 1.4935 val loss: 0.8807 Epoch 18/100 ---------- lr: 0.01 train loss: 1.2672 val loss: 0.6829 Epoch 19/100 ---------- lr: 0.01 train loss: 1.2096 val loss: 0.7670 Epoch 20/100 ---------- lr: 0.01 train loss: 1.1298 val loss: 0.6646 Epoch 21/100 ---------- lr: 0.01 train loss: 1.1860 val loss: 1.0466 Epoch 22/100 ---------- lr: 0.01 train loss: 1.5268 val loss: 0.8917 Epoch 23/100 ---------- lr: 0.01 train loss: 1.1148 val loss: 0.7110 Epoch 24/100 ---------- lr: 0.01 train loss: 1.0898 val loss: 0.6049 Epoch 25/100 ---------- lr: 0.01 train loss: 1.0504 val loss: 0.5601 Epoch 26/100 ---------- lr: 0.01 train loss: 1.0830 val loss: 0.5833 Epoch 27/100 ---------- lr: 0.01 train loss: 1.0136 val loss: 0.5295 Epoch 28/100 ---------- lr: 0.01 train loss: 1.5698 val loss: 3.9423 Epoch 29/100 ---------- lr: 0.01 train loss: 11.5610 val loss: 9.5467 Epoch 30/100 ---------- lr: 0.01 train loss: 10.0414 val loss: 9.3595 Epoch 31/100 ---------- lr: 0.01 train loss: 9.4450 val loss: 7.7195 Epoch 32/100 ---------- lr: 0.01 train loss: 8.6550 val loss: 7.0546 Epoch 33/100 ---------- lr: 0.01 train loss: 8.4496 val loss: 7.3630 Epoch 34/100 ---------- lr: 0.01 train loss: 8.1154 val loss: 6.8718 Epoch 35/100 ---------- lr: 0.01 train loss: 7.7700 val loss: 6.6137 Epoch 36/100 ---------- lr: 0.01 train loss: 7.4519 val loss: 5.9557 Epoch 37/100 ---------- lr: 0.01 train loss: 9.2046 val loss: 8.9549 Epoch 38/100 ---------- lr: 0.01 train loss: 9.3476 val loss: 8.2255 Epoch 39/100 ---------- lr: 0.01 train loss: 10.1864 val loss: 9.2165 Epoch 40/100 ---------- lr: 0.01 train loss: 10.0584 val loss: 8.1859 Epoch 41/100 ---------- lr: 0.01 train loss: 9.0207 val loss: 7.6667 Epoch 42/100 ---------- lr: 0.01 train loss: 9.1006 val loss: 8.9768 Epoch 43/100 ---------- lr: 0.01 train loss: 9.9596 val loss: 8.6390 Epoch 44/100 ---------- lr: 0.01 train loss: 8.9808 val loss: 7.9373 Epoch 45/100 ---------- lr: 0.01 train loss: 8.5064 val loss: 7.8449 Epoch 46/100 ---------- lr: 0.01 train loss: 8.4703 val loss: 7.4975 Epoch 47/100 ---------- lr: 0.01 train loss: 9.3855 val loss: 7.9692 Epoch 48/100 ---------- lr: 0.01 train loss: 8.7822 val loss: 7.9102 Epoch 49/100 ---------- lr: 0.005 train loss: 8.4062 val loss: 8.2607 Epoch 50/100 ---------- lr: 0.005 train loss: 8.0886 val loss: 7.1579 Epoch 51/100 ---------- lr: 0.005 train loss: 7.5563 val loss: 6.8949 Epoch 52/100 ---------- lr: 0.005 train loss: 7.3866 val loss: 6.5981 Epoch 53/100 ---------- lr: 0.005 train loss: 7.1530 val loss: 6.6164 Epoch 54/100 ---------- lr: 0.005 train loss: 7.1276 val loss: 6.5582 Epoch 55/100 ---------- lr: 0.005 train loss: 6.9762 val loss: 6.8174 Epoch 56/100 ---------- lr: 0.005 train loss: 7.0787 val loss: 6.5137 Epoch 57/100 ---------- lr: 0.005 train loss: 6.8853 val loss: 6.1168 Epoch 58/100 ---------- lr: 0.005 train loss: 6.8805 val loss: 6.7023 Epoch 59/100 ---------- lr: 0.005 train loss: 7.1790 val loss: 7.6267 Epoch 60/100 ---------- lr: 0.005 train loss: 7.3957 val loss: 6.5690 Epoch 61/100 ---------- lr: 0.005 train loss: 6.9556 val loss: 6.1683 Epoch 62/100 ---------- lr: 0.005 train loss: 6.7576 val loss: 6.1203 Epoch 63/100 ---------- lr: 0.005 train loss: 6.5622 val loss: 5.6397 Epoch 64/100 ---------- lr: 0.005 train loss: 6.6271 val loss: 5.9426 Epoch 65/100 ---------- lr: 0.005 train loss: 6.7910 val loss: 5.8610 Epoch 66/100 ---------- lr: 0.005 train loss: 6.4816 val loss: 5.6433 Epoch 67/100 ---------- lr: 0.005 train loss: 6.4652 val loss: 5.8372 Epoch 68/100 ---------- lr: 0.005 train loss: 6.6533 val loss: 5.9911 Epoch 69/100 ---------- lr: 0.005 train loss: 6.7013 val loss: 6.1799 Epoch 70/100 ---------- lr: 0.0025 train loss: 6.6867 val loss: 5.6071 Epoch 71/100 ---------- lr: 0.0025 train loss: 6.5729 val loss: 5.4087 Epoch 72/100 ---------- lr: 0.0025 train loss: 6.3976 val loss: 5.5441 Epoch 73/100 ---------- lr: 0.0025 train loss: 6.3364 val loss: 5.5965 Epoch 74/100 ---------- lr: 0.0025 train loss: 6.4123 val loss: 5.7333 Epoch 75/100 ---------- lr: 0.0025 train loss: 6.2915 val loss: 5.4305 Epoch 76/100 ---------- lr: 0.0025 train loss: 6.1784 val loss: 5.4007 Epoch 77/100 ---------- lr: 0.0025 train loss: 6.3555 val loss: 5.4191 Epoch 78/100 ---------- lr: 0.0025 train loss: 6.5779 val loss: 5.7553 Epoch 79/100 ---------- lr: 0.0025 train loss: 6.3042 val loss: 5.5652 Epoch 80/100 ---------- lr: 0.0025 train loss: 6.2104 val loss: 5.4143 Epoch 81/100 ---------- lr: 0.0025 train loss: 6.1556 val loss: 5.5080 Epoch 82/100 ---------- lr: 0.0025 train loss: 6.2660 val loss: 5.3458 Epoch 83/100 ---------- lr: 0.0025 train loss: 6.1978 val loss: 5.4172 Epoch 84/100 ---------- lr: 0.0025 train loss: 6.2373 val loss: 5.3982 Epoch 85/100 ---------- lr: 0.0025 train loss: 6.1618 val loss: 5.3615 Epoch 86/100 ---------- lr: 0.0025 train loss: 6.3342 val loss: 5.4174 Epoch 87/100 ---------- lr: 0.0025 train loss: 6.4062 val loss: 5.6490 Epoch 88/100 ---------- lr: 0.0025 train loss: 6.3481 val loss: 5.7736 Epoch 89/100 ---------- lr: 0.0025 train loss: 6.2117 val loss: 5.4233 Epoch 90/100 ---------- lr: 0.0025 train loss: 6.2670 val loss: 5.6628 Epoch 91/100 ---------- lr: 0.00125 train loss: 6.3292 val loss: 5.7838 Epoch 92/100 ---------- lr: 0.00125 train loss: 6.3039 val loss: 5.6359 Epoch 93/100 ---------- lr: 0.00125 train loss: 6.2259 val loss: 5.5199 Epoch 94/100 ---------- lr: 0.00125 train loss: 6.1034 val loss: 5.5739 Epoch 95/100 ---------- lr: 0.00125 train loss: 6.0965 val loss: 5.6595 Epoch 96/100 ---------- lr: 0.00125 train loss: 6.1829 val loss: 5.6159 Epoch 97/100 ---------- lr: 0.00125 train loss: 6.0956 val loss: 5.4767 Epoch 98/100 ---------- lr: 0.00125 train loss: 6.1241 val loss: 5.4211 Epoch 99/100 ---------- lr: 0.00125 train loss: 6.0847 val loss: 5.3846 Epoch 100/100 ---------- lr: 0.00125 train loss: 6.0154 val loss: 5.4982 Training complete in 8m 6s Best val loss: 0.5295 at epoch 27 Val MSE at best epoch: 0.2255