Epoch 1/100 ---------- lr: 0.001 train loss: 10.4745 val loss: 6.5069 Epoch 2/100 ---------- lr: 0.001 train loss: 4.2188 val loss: 3.8409 Epoch 3/100 ---------- lr: 0.001 train loss: 3.5174 val loss: 2.6269 Epoch 4/100 ---------- lr: 0.001 train loss: 2.9332 val loss: 2.3895 Epoch 5/100 ---------- lr: 0.001 train loss: 2.7451 val loss: 1.9927 Epoch 6/100 ---------- lr: 0.001 train loss: 2.4756 val loss: 1.9127 Epoch 7/100 ---------- lr: 0.001 train loss: 2.3558 val loss: 1.7008 Epoch 8/100 ---------- lr: 0.001 train loss: 2.1494 val loss: 1.5351 Epoch 9/100 ---------- lr: 0.001 train loss: 2.0657 val loss: 1.7874 Epoch 10/100 ---------- lr: 0.001 train loss: 2.0255 val loss: 1.2697 Epoch 11/100 ---------- lr: 0.001 train loss: 1.6497 val loss: 1.3131 Epoch 12/100 ---------- lr: 0.001 train loss: 1.6441 val loss: 1.1538 Epoch 13/100 ---------- lr: 0.001 train loss: 1.5475 val loss: 1.1748 Epoch 14/100 ---------- lr: 0.001 train loss: 1.8323 val loss: 1.3637 Epoch 15/100 ---------- lr: 0.001 train loss: 1.4681 val loss: 0.8524 Epoch 16/100 ---------- lr: 0.001 train loss: 1.4856 val loss: 1.0237 Epoch 17/100 ---------- lr: 0.001 train loss: 1.3324 val loss: 0.7748 Epoch 18/100 ---------- lr: 0.001 train loss: 1.1946 val loss: 0.7895 Epoch 19/100 ---------- lr: 0.001 train loss: 1.2607 val loss: 1.0455 Epoch 20/100 ---------- lr: 0.001 train loss: 1.1893 val loss: 0.7105 Epoch 21/100 ---------- lr: 0.001 train loss: 1.0806 val loss: 0.7942 Epoch 22/100 ---------- lr: 0.001 train loss: 1.3305 val loss: 0.6576 Epoch 23/100 ---------- lr: 0.001 train loss: 0.9782 val loss: 0.5460 Epoch 24/100 ---------- lr: 0.001 train loss: 0.9319 val loss: 0.5274 Epoch 25/100 ---------- lr: 0.001 train loss: 1.1010 val loss: 0.6133 Epoch 26/100 ---------- lr: 0.001 train loss: 0.9720 val loss: 0.5803 Epoch 27/100 ---------- lr: 0.001 train loss: 0.9373 val loss: 0.5550 Epoch 28/100 ---------- lr: 0.001 train loss: 0.8833 val loss: 0.4226 Epoch 29/100 ---------- lr: 0.001 train loss: 0.8261 val loss: 0.4914 Epoch 30/100 ---------- lr: 0.001 train loss: 0.8597 val loss: 0.4218 Epoch 31/100 ---------- lr: 0.001 train loss: 0.9242 val loss: 1.0811 Epoch 32/100 ---------- lr: 0.001 train loss: 1.1086 val loss: 0.4394 Epoch 33/100 ---------- lr: 0.001 train loss: 0.7644 val loss: 0.3682 Epoch 34/100 ---------- lr: 0.001 train loss: 0.7365 val loss: 0.3684 Epoch 35/100 ---------- lr: 0.001 train loss: 0.7054 val loss: 0.3456 Epoch 36/100 ---------- lr: 0.001 train loss: 0.7162 val loss: 0.4324 Epoch 37/100 ---------- lr: 0.001 train loss: 0.8114 val loss: 0.4452 Epoch 38/100 ---------- lr: 0.001 train loss: 0.7387 val loss: 0.3899 Epoch 39/100 ---------- lr: 0.001 train loss: 0.7557 val loss: 0.8643 Epoch 40/100 ---------- lr: 0.001 train loss: 1.0183 val loss: 0.4658 Epoch 41/100 ---------- lr: 0.001 train loss: 0.7159 val loss: 0.3326 Epoch 42/100 ---------- lr: 0.001 train loss: 0.6587 val loss: 0.2845 Epoch 43/100 ---------- lr: 0.001 train loss: 0.6395 val loss: 0.2743 Epoch 44/100 ---------- lr: 0.001 train loss: 0.6408 val loss: 0.3062 Epoch 45/100 ---------- lr: 0.001 train loss: 0.6336 val loss: 0.3025 Epoch 46/100 ---------- lr: 0.001 train loss: 0.6377 val loss: 0.2869 Epoch 47/100 ---------- lr: 0.001 train loss: 0.6728 val loss: 0.5939 Epoch 48/100 ---------- lr: 0.001 train loss: 1.1580 val loss: 0.6924 Epoch 49/100 ---------- lr: 0.001 train loss: 0.7953 val loss: 0.3214 Epoch 50/100 ---------- lr: 0.001 train loss: 0.6374 val loss: 0.2820 Epoch 51/100 ---------- lr: 0.001 train loss: 0.6066 val loss: 0.2482 Epoch 52/100 ---------- lr: 0.001 train loss: 0.5980 val loss: 0.2637 Epoch 53/100 ---------- lr: 0.001 train loss: 0.5847 val loss: 0.2347 Epoch 54/100 ---------- lr: 0.001 train loss: 0.5893 val loss: 0.2873 Epoch 55/100 ---------- lr: 0.001 train loss: 0.6002 val loss: 0.2501 Epoch 56/100 ---------- lr: 0.001 train loss: 0.6578 val loss: 0.3204 Epoch 57/100 ---------- lr: 0.001 train loss: 0.6288 val loss: 0.2333 Epoch 58/100 ---------- lr: 0.001 train loss: 0.5717 val loss: 0.2525 Epoch 59/100 ---------- lr: 0.001 train loss: 0.5890 val loss: 0.2170 Epoch 60/100 ---------- lr: 0.001 train loss: 0.5634 val loss: 0.2698 Epoch 61/100 ---------- lr: 0.001 train loss: 0.7713 val loss: 0.3819 Epoch 62/100 ---------- lr: 0.001 train loss: 0.7326 val loss: 0.2555 Epoch 63/100 ---------- lr: 0.001 train loss: 0.5753 val loss: 0.1991 Epoch 64/100 ---------- lr: 0.001 train loss: 0.5496 val loss: 0.1989 Epoch 65/100 ---------- lr: 0.001 train loss: 0.5428 val loss: 0.2084 Epoch 66/100 ---------- lr: 0.001 train loss: 0.5450 val loss: 0.1895 Epoch 67/100 ---------- lr: 0.001 train loss: 0.5657 val loss: 0.2891 Epoch 68/100 ---------- lr: 0.001 train loss: 0.6681 val loss: 0.2072 Epoch 69/100 ---------- lr: 0.001 train loss: 0.5377 val loss: 0.1938 Epoch 70/100 ---------- lr: 0.001 train loss: 0.5257 val loss: 0.1905 Epoch 71/100 ---------- lr: 0.001 train loss: 0.5277 val loss: 0.2035 Epoch 72/100 ---------- lr: 0.001 train loss: 0.5264 val loss: 0.1856 Epoch 73/100 ---------- lr: 0.001 train loss: 0.5788 val loss: 0.3190 Epoch 74/100 ---------- lr: 0.001 train loss: 0.5567 val loss: 0.1978 Epoch 75/100 ---------- lr: 0.001 train loss: 0.5324 val loss: 0.2191 Epoch 76/100 ---------- lr: 0.001 train loss: 0.5778 val loss: 0.3818 Epoch 77/100 ---------- lr: 0.001 train loss: 0.6560 val loss: 0.2437 Epoch 78/100 ---------- lr: 0.001 train loss: 0.5239 val loss: 0.1725 Epoch 79/100 ---------- lr: 0.001 train loss: 0.5059 val loss: 0.1756 Epoch 80/100 ---------- lr: 0.001 train loss: 0.5080 val loss: 0.1796 Epoch 81/100 ---------- lr: 0.001 train loss: 0.5056 val loss: 0.1700 Epoch 82/100 ---------- lr: 0.001 train loss: 0.5399 val loss: 0.2653 Epoch 83/100 ---------- lr: 0.001 train loss: 0.6309 val loss: 0.3178 Epoch 84/100 ---------- lr: 0.001 train loss: 0.5683 val loss: 0.2057 Epoch 85/100 ---------- lr: 0.001 train loss: 0.5102 val loss: 0.1645 Epoch 86/100 ---------- lr: 0.001 train loss: 0.4967 val loss: 0.1622 Epoch 87/100 ---------- lr: 0.001 train loss: 0.4958 val loss: 0.1607 Epoch 88/100 ---------- lr: 0.001 train loss: 0.5168 val loss: 0.2284 Epoch 89/100 ---------- lr: 0.001 train loss: 0.5243 val loss: 0.2148 Epoch 90/100 ---------- lr: 0.001 train loss: 0.7165 val loss: 0.2044 Epoch 91/100 ---------- lr: 0.001 train loss: 0.5170 val loss: 0.1679 Epoch 92/100 ---------- lr: 0.001 train loss: 0.4958 val loss: 0.1493 Epoch 93/100 ---------- lr: 0.001 train loss: 0.4881 val loss: 0.1535 Epoch 94/100 ---------- lr: 0.001 train loss: 0.4881 val loss: 0.1660 Epoch 95/100 ---------- lr: 0.001 train loss: 0.4867 val loss: 0.1676 Epoch 96/100 ---------- lr: 0.001 train loss: 0.5420 val loss: 0.1914 Epoch 97/100 ---------- lr: 0.001 train loss: 0.5007 val loss: 0.1538 Epoch 98/100 ---------- lr: 0.001 train loss: 0.4845 val loss: 0.1528 Epoch 99/100 ---------- lr: 0.001 train loss: 0.4873 val loss: 0.1907 Epoch 100/100 ---------- lr: 0.001 train loss: 0.4862 val loss: 0.1557 Training complete in 20m 25s Best val loss: 0.1493 at epoch 92 Val MSE at best epoch: 0.0633