Epoch 1/100 ---------- lr: 0.001 train loss: 12.5121 val loss: 4.1659 Epoch 2/100 ---------- lr: 0.001 train loss: 4.5982 val loss: 3.2938 Epoch 3/100 ---------- lr: 0.001 train loss: 3.7274 val loss: 2.8879 Epoch 4/100 ---------- lr: 0.001 train loss: 3.2804 val loss: 2.3627 Epoch 5/100 ---------- lr: 0.001 train loss: 3.0744 val loss: 2.1451 Epoch 6/100 ---------- lr: 0.001 train loss: 2.6855 val loss: 2.1096 Epoch 7/100 ---------- lr: 0.001 train loss: 2.5963 val loss: 1.9637 Epoch 8/100 ---------- lr: 0.001 train loss: 2.7142 val loss: 1.7684 Epoch 9/100 ---------- lr: 0.001 train loss: 2.1976 val loss: 1.4815 Epoch 10/100 ---------- lr: 0.001 train loss: 2.0165 val loss: 1.3741 Epoch 11/100 ---------- lr: 0.001 train loss: 1.9957 val loss: 1.4995 Epoch 12/100 ---------- lr: 0.001 train loss: 1.8317 val loss: 1.4011 Epoch 13/100 ---------- lr: 0.001 train loss: 1.7476 val loss: 1.1513 Epoch 14/100 ---------- lr: 0.001 train loss: 1.6584 val loss: 1.0228 Epoch 15/100 ---------- lr: 0.001 train loss: 1.5368 val loss: 0.8728 Epoch 16/100 ---------- lr: 0.001 train loss: 1.4578 val loss: 0.8203 Epoch 17/100 ---------- lr: 0.001 train loss: 1.4650 val loss: 1.0463 Epoch 18/100 ---------- lr: 0.001 train loss: 1.5034 val loss: 0.7953 Epoch 19/100 ---------- lr: 0.001 train loss: 1.3154 val loss: 0.7210 Epoch 20/100 ---------- lr: 0.001 train loss: 1.3340 val loss: 0.7600 Epoch 21/100 ---------- lr: 0.001 train loss: 1.3352 val loss: 0.9042 Epoch 22/100 ---------- lr: 0.001 train loss: 1.4170 val loss: 0.6665 Epoch 23/100 ---------- lr: 0.001 train loss: 1.1496 val loss: 0.5748 Epoch 24/100 ---------- lr: 0.001 train loss: 1.1042 val loss: 0.5511 Epoch 25/100 ---------- lr: 0.001 train loss: 1.0689 val loss: 0.5826 Epoch 26/100 ---------- lr: 0.001 train loss: 1.2297 val loss: 0.6231 Epoch 27/100 ---------- lr: 0.001 train loss: 1.0653 val loss: 0.5271 Epoch 28/100 ---------- lr: 0.001 train loss: 0.9821 val loss: 0.4738 Epoch 29/100 ---------- lr: 0.001 train loss: 1.1947 val loss: 1.0049 Epoch 30/100 ---------- lr: 0.001 train loss: 1.1755 val loss: 0.5405 Epoch 31/100 ---------- lr: 0.001 train loss: 0.9609 val loss: 0.4608 Epoch 32/100 ---------- lr: 0.001 train loss: 0.9143 val loss: 0.4034 Epoch 33/100 ---------- lr: 0.001 train loss: 0.9169 val loss: 0.4795 Epoch 34/100 ---------- lr: 0.001 train loss: 0.9677 val loss: 0.5075 Epoch 35/100 ---------- lr: 0.001 train loss: 0.9593 val loss: 0.4272 Epoch 36/100 ---------- lr: 0.001 train loss: 0.8858 val loss: 0.3983 Epoch 37/100 ---------- lr: 0.001 train loss: 0.8484 val loss: 0.3474 Epoch 38/100 ---------- lr: 0.001 train loss: 0.8468 val loss: 0.4624 Epoch 39/100 ---------- lr: 0.001 train loss: 1.0046 val loss: 0.5196 Epoch 40/100 ---------- lr: 0.001 train loss: 0.9255 val loss: 0.4252 Epoch 41/100 ---------- lr: 0.001 train loss: 0.8610 val loss: 0.3203 Epoch 42/100 ---------- lr: 0.001 train loss: 0.7911 val loss: 0.3747 Epoch 43/100 ---------- lr: 0.001 train loss: 0.7972 val loss: 0.3090 Epoch 44/100 ---------- lr: 0.001 train loss: 0.7825 val loss: 0.2956 Epoch 45/100 ---------- lr: 0.001 train loss: 0.8755 val loss: 0.4654 Epoch 46/100 ---------- lr: 0.001 train loss: 0.8137 val loss: 0.2841 Epoch 47/100 ---------- lr: 0.001 train loss: 0.7622 val loss: 0.2867 Epoch 48/100 ---------- lr: 0.001 train loss: 0.7775 val loss: 0.3655 Epoch 49/100 ---------- lr: 0.001 train loss: 0.9308 val loss: 0.6959 Epoch 50/100 ---------- lr: 0.001 train loss: 0.9067 val loss: 0.2855 Epoch 51/100 ---------- lr: 0.001 train loss: 0.7462 val loss: 0.2506 Epoch 52/100 ---------- lr: 0.001 train loss: 0.7481 val loss: 0.2631 Epoch 53/100 ---------- lr: 0.001 train loss: 0.7490 val loss: 0.3777 Epoch 54/100 ---------- lr: 0.001 train loss: 0.7342 val loss: 0.2460 Epoch 55/100 ---------- lr: 0.001 train loss: 0.7239 val loss: 0.2495 Epoch 56/100 ---------- lr: 0.001 train loss: 0.7185 val loss: 0.2691 Epoch 57/100 ---------- lr: 0.001 train loss: 0.7983 val loss: 0.3253 Epoch 58/100 ---------- lr: 0.001 train loss: 0.7642 val loss: 0.2628 Epoch 59/100 ---------- lr: 0.001 train loss: 0.7352 val loss: 0.2404 Epoch 60/100 ---------- lr: 0.001 train loss: 0.7011 val loss: 0.2388 Epoch 61/100 ---------- lr: 0.001 train loss: 0.7141 val loss: 0.4225 Epoch 62/100 ---------- lr: 0.001 train loss: 0.8065 val loss: 0.2667 Epoch 63/100 ---------- lr: 0.001 train loss: 0.7017 val loss: 0.2190 Epoch 64/100 ---------- lr: 0.001 train loss: 0.6815 val loss: 0.2257 Epoch 65/100 ---------- lr: 0.001 train loss: 0.7108 val loss: 0.3685 Epoch 66/100 ---------- lr: 0.001 train loss: 0.7481 val loss: 0.3618 Epoch 67/100 ---------- lr: 0.001 train loss: 0.7116 val loss: 0.2115 Epoch 68/100 ---------- lr: 0.001 train loss: 0.6715 val loss: 0.2120 Epoch 69/100 ---------- lr: 0.001 train loss: 0.8588 val loss: 0.4424 Epoch 70/100 ---------- lr: 0.001 train loss: 0.7389 val loss: 0.2188 Epoch 71/100 ---------- lr: 0.001 train loss: 0.6787 val loss: 0.2020 Epoch 72/100 ---------- lr: 0.001 train loss: 0.6663 val loss: 0.1957 Epoch 73/100 ---------- lr: 0.001 train loss: 0.6591 val loss: 0.1872 Epoch 74/100 ---------- lr: 0.001 train loss: 0.6670 val loss: 0.1840 Epoch 75/100 ---------- lr: 0.001 train loss: 0.7156 val loss: 0.2158 Epoch 76/100 ---------- lr: 0.001 train loss: 0.6795 val loss: 0.1964 Epoch 77/100 ---------- lr: 0.001 train loss: 0.6675 val loss: 0.2014 Epoch 78/100 ---------- lr: 0.001 train loss: 0.6823 val loss: 0.1988 Epoch 79/100 ---------- lr: 0.001 train loss: 0.6483 val loss: 0.2094 Epoch 80/100 ---------- lr: 0.001 train loss: 0.6624 val loss: 0.2012 Epoch 81/100 ---------- lr: 0.001 train loss: 0.6444 val loss: 0.1867 Epoch 82/100 ---------- lr: 0.001 train loss: 0.6512 val loss: 0.2132 Epoch 83/100 ---------- lr: 0.001 train loss: 0.8610 val loss: 0.3070 Epoch 84/100 ---------- lr: 0.001 train loss: 0.7392 val loss: 0.2144 Epoch 85/100 ---------- lr: 0.001 train loss: 0.6515 val loss: 0.1917 Epoch 86/100 ---------- lr: 0.001 train loss: 0.6399 val loss: 0.1808 Epoch 87/100 ---------- lr: 0.001 train loss: 0.6340 val loss: 0.1883 Epoch 88/100 ---------- lr: 0.001 train loss: 0.6340 val loss: 0.1859 Epoch 89/100 ---------- lr: 0.001 train loss: 0.6314 val loss: 0.1781 Epoch 90/100 ---------- lr: 0.001 train loss: 0.6440 val loss: 0.1803 Epoch 91/100 ---------- lr: 0.001 train loss: 0.6326 val loss: 0.1869 Epoch 92/100 ---------- lr: 0.001 train loss: 0.6397 val loss: 0.2920 Epoch 93/100 ---------- lr: 0.001 train loss: 0.6537 val loss: 0.1762 Epoch 94/100 ---------- lr: 0.001 train loss: 0.6717 val loss: 0.2919 Epoch 95/100 ---------- lr: 0.001 train loss: 0.7654 val loss: 0.2952 Epoch 96/100 ---------- lr: 0.001 train loss: 0.7135 val loss: 0.1836 Epoch 97/100 ---------- lr: 0.001 train loss: 0.6285 val loss: 0.1603 Epoch 98/100 ---------- lr: 0.001 train loss: 0.6218 val loss: 0.1602 Epoch 99/100 ---------- lr: 0.001 train loss: 0.6196 val loss: 0.1685 Epoch 100/100 ---------- lr: 0.001 train loss: 0.6226 val loss: 0.1652 Training complete in 18m 47s Best val loss: 0.1602 at epoch 98 Val MSE at best epoch: 0.0678