Epoch 1/100 ---------- lr: 0.01 train loss: 8.0773 val loss: 5.0280 Epoch 2/100 ---------- lr: 0.01 train loss: 3.8724 val loss: 3.4444 Epoch 3/100 ---------- lr: 0.01 train loss: 3.3751 val loss: 2.7091 Epoch 4/100 ---------- lr: 0.01 train loss: 2.8237 val loss: 2.1069 Epoch 5/100 ---------- lr: 0.01 train loss: 3.0087 val loss: 2.0093 Epoch 6/100 ---------- lr: 0.01 train loss: 2.5274 val loss: 3.0537 Epoch 7/100 ---------- lr: 0.01 train loss: 2.8036 val loss: 2.4834 Epoch 8/100 ---------- lr: 0.01 train loss: 2.4115 val loss: 1.8884 Epoch 9/100 ---------- lr: 0.01 train loss: 1.9485 val loss: 1.1687 Epoch 10/100 ---------- lr: 0.01 train loss: 1.8798 val loss: 1.7372 Epoch 11/100 ---------- lr: 0.01 train loss: 1.7118 val loss: 1.2337 Epoch 12/100 ---------- lr: 0.01 train loss: 1.7494 val loss: 1.9270 Epoch 13/100 ---------- lr: 0.01 train loss: 1.7763 val loss: 0.8620 Epoch 14/100 ---------- lr: 0.01 train loss: 1.3258 val loss: 0.8460 Epoch 15/100 ---------- lr: 0.01 train loss: 1.2374 val loss: 1.0572 Epoch 16/100 ---------- lr: 0.01 train loss: 9.3468 val loss: 12.7507 Epoch 17/100 ---------- lr: 0.01 train loss: 11.7918 val loss: 8.6800 Epoch 18/100 ---------- lr: 0.01 train loss: 8.2486 val loss: 6.4746 Epoch 19/100 ---------- lr: 0.01 train loss: 7.1656 val loss: 6.4328 Epoch 20/100 ---------- lr: 0.01 train loss: 7.0497 val loss: 6.2504 Epoch 21/100 ---------- lr: 0.01 train loss: 6.3511 val loss: 5.9048 Epoch 22/100 ---------- lr: 0.01 train loss: 6.0037 val loss: 5.1991 Epoch 23/100 ---------- lr: 0.01 train loss: 6.3482 val loss: 5.5369 Epoch 24/100 ---------- lr: 0.01 train loss: 6.4229 val loss: 6.2534 Epoch 25/100 ---------- lr: 0.01 train loss: 6.2727 val loss: 5.6302 Epoch 26/100 ---------- lr: 0.01 train loss: 5.5608 val loss: 4.8880 Epoch 27/100 ---------- lr: 0.01 train loss: 5.4539 val loss: 4.9588 Epoch 28/100 ---------- lr: 0.01 train loss: 5.2657 val loss: 5.6153 Epoch 29/100 ---------- lr: 0.01 train loss: 6.0737 val loss: 5.4598 Epoch 30/100 ---------- lr: 0.01 train loss: 5.7391 val loss: 4.4651 Epoch 31/100 ---------- lr: 0.01 train loss: 5.2595 val loss: 5.0505 Epoch 32/100 ---------- lr: 0.01 train loss: 5.8599 val loss: 4.8978 Epoch 33/100 ---------- lr: 0.01 train loss: 5.3790 val loss: 4.5049 Epoch 34/100 ---------- lr: 0.01 train loss: 5.1541 val loss: 4.3137 Epoch 35/100 ---------- lr: 0.01 train loss: 4.6374 val loss: 3.8489 Epoch 36/100 ---------- lr: 0.005 train loss: 4.0023 val loss: 3.2651 Epoch 37/100 ---------- lr: 0.005 train loss: 3.8392 val loss: 3.3051 Epoch 38/100 ---------- lr: 0.005 train loss: 3.7159 val loss: 3.2147 Epoch 39/100 ---------- lr: 0.005 train loss: 3.8945 val loss: 3.5607 Epoch 40/100 ---------- lr: 0.005 train loss: 3.9676 val loss: 3.2480 Epoch 41/100 ---------- lr: 0.005 train loss: 3.7935 val loss: 3.1356 Epoch 42/100 ---------- lr: 0.005 train loss: 3.6901 val loss: 3.1345 Epoch 43/100 ---------- lr: 0.005 train loss: 3.6444 val loss: 3.1928 Epoch 44/100 ---------- lr: 0.005 train loss: 3.5525 val loss: 2.9267 Epoch 45/100 ---------- lr: 0.005 train loss: 3.7542 val loss: 3.0834 Epoch 46/100 ---------- lr: 0.005 train loss: 3.9899 val loss: 3.2420 Epoch 47/100 ---------- lr: 0.005 train loss: 4.0725 val loss: 3.4022 Epoch 48/100 ---------- lr: 0.005 train loss: 3.9472 val loss: 3.1878 Epoch 49/100 ---------- lr: 0.005 train loss: 3.7143 val loss: 3.3504 Epoch 50/100 ---------- lr: 0.005 train loss: 3.6088 val loss: 3.3600 Epoch 51/100 ---------- lr: 0.005 train loss: 3.8449 val loss: 3.3552 Epoch 52/100 ---------- lr: 0.005 train loss: 3.7862 val loss: 3.2251 Epoch 53/100 ---------- lr: 0.005 train loss: 3.6624 val loss: 3.1254 Epoch 54/100 ---------- lr: 0.005 train loss: 3.8562 val loss: 3.2928 Epoch 55/100 ---------- lr: 0.005 train loss: 3.8866 val loss: 3.5185 Epoch 56/100 ---------- lr: 0.005 train loss: 4.2590 val loss: 3.6471 Epoch 57/100 ---------- lr: 0.0025 train loss: 3.8386 val loss: 3.4950 Epoch 58/100 ---------- lr: 0.0025 train loss: 3.7062 val loss: 3.3689 Epoch 59/100 ---------- lr: 0.0025 train loss: 3.6431 val loss: 3.1546 Epoch 60/100 ---------- lr: 0.0025 train loss: 3.4779 val loss: 3.1323 Epoch 61/100 ---------- lr: 0.0025 train loss: 3.4689 val loss: 3.1363 Epoch 62/100 ---------- lr: 0.0025 train loss: 3.3698 val loss: 3.0914 Epoch 63/100 ---------- lr: 0.0025 train loss: 3.3550 val loss: 2.9479 Epoch 64/100 ---------- lr: 0.0025 train loss: 3.3580 val loss: 2.8659 Epoch 65/100 ---------- lr: 0.0025 train loss: 3.3228 val loss: 2.9283 Epoch 66/100 ---------- lr: 0.0025 train loss: 3.5007 val loss: 2.8687 Epoch 67/100 ---------- lr: 0.0025 train loss: 3.4155 val loss: 2.7335 Epoch 68/100 ---------- lr: 0.0025 train loss: 3.3954 val loss: 2.7544 Epoch 69/100 ---------- lr: 0.0025 train loss: 3.3252 val loss: 2.9011 Epoch 70/100 ---------- lr: 0.0025 train loss: 3.3437 val loss: 2.7818 Epoch 71/100 ---------- lr: 0.0025 train loss: 3.2764 val loss: 2.9494 Epoch 72/100 ---------- lr: 0.0025 train loss: 3.3024 val loss: 2.8037 Epoch 73/100 ---------- lr: 0.0025 train loss: 3.4309 val loss: 2.9042 Epoch 74/100 ---------- lr: 0.0025 train loss: 3.4666 val loss: 3.0822 Epoch 75/100 ---------- lr: 0.0025 train loss: 3.2781 val loss: 3.0265 Epoch 76/100 ---------- lr: 0.0025 train loss: 3.2259 val loss: 2.9059 Epoch 77/100 ---------- lr: 0.0025 train loss: 3.1046 val loss: 2.7107 Epoch 78/100 ---------- lr: 0.00125 train loss: 3.0567 val loss: 2.7305 Epoch 79/100 ---------- lr: 0.00125 train loss: 2.9949 val loss: 2.7214 Epoch 80/100 ---------- lr: 0.00125 train loss: 2.9798 val loss: 2.4964 Epoch 81/100 ---------- lr: 0.00125 train loss: 2.9060 val loss: 2.6661 Epoch 82/100 ---------- lr: 0.00125 train loss: 2.9044 val loss: 2.5721 Epoch 83/100 ---------- lr: 0.00125 train loss: 2.8417 val loss: 2.6583 Epoch 84/100 ---------- lr: 0.00125 train loss: 2.8192 val loss: 2.5899 Epoch 85/100 ---------- lr: 0.00125 train loss: 2.8597 val loss: 2.6148 Epoch 86/100 ---------- lr: 0.00125 train loss: 2.8415 val loss: 2.5921 Epoch 87/100 ---------- lr: 0.00125 train loss: 2.8018 val loss: 2.5385 Epoch 88/100 ---------- lr: 0.00125 train loss: 2.8390 val loss: 2.5745 Epoch 89/100 ---------- lr: 0.00125 train loss: 2.8419 val loss: 2.3778 Epoch 90/100 ---------- lr: 0.00125 train loss: 2.7894 val loss: 2.4078 Epoch 91/100 ---------- lr: 0.00125 train loss: 2.8498 val loss: 2.5903 Epoch 92/100 ---------- lr: 0.00125 train loss: 2.8754 val loss: 2.4897 Epoch 93/100 ---------- lr: 0.00125 train loss: 2.9100 val loss: 2.4125 Epoch 94/100 ---------- lr: 0.00125 train loss: 2.9477 val loss: 2.4277 Epoch 95/100 ---------- lr: 0.00125 train loss: 2.8734 val loss: 2.4491 Epoch 96/100 ---------- lr: 0.00125 train loss: 2.8693 val loss: 2.6882 Epoch 97/100 ---------- lr: 0.00125 train loss: 2.8395 val loss: 2.5428 Epoch 98/100 ---------- lr: 0.00125 train loss: 2.8685 val loss: 2.6126 Epoch 99/100 ---------- lr: 0.000625 train loss: 2.7974 val loss: 2.4913 Epoch 100/100 ---------- lr: 0.000625 train loss: 2.7735 val loss: 2.4948 Training complete in 20m 18s Best val loss: 0.8460 at epoch 14 Val MSE at best epoch: 0.3602