Epoch 1/100 ---------- lr: 0.005 train loss: 10.2155 val loss: 3.9905 Epoch 2/100 ---------- lr: 0.005 train loss: 4.4301 val loss: 3.2144 Epoch 3/100 ---------- lr: 0.005 train loss: 4.3378 val loss: 3.3704 Epoch 4/100 ---------- lr: 0.005 train loss: 3.6516 val loss: 2.5052 Epoch 5/100 ---------- lr: 0.005 train loss: 3.2270 val loss: 2.1897 Epoch 6/100 ---------- lr: 0.005 train loss: 2.8587 val loss: 1.8146 Epoch 7/100 ---------- lr: 0.005 train loss: 2.5912 val loss: 1.8470 Epoch 8/100 ---------- lr: 0.005 train loss: 2.4349 val loss: 2.2195 Epoch 9/100 ---------- lr: 0.005 train loss: 2.5976 val loss: 2.9297 Epoch 10/100 ---------- lr: 0.005 train loss: 3.4397 val loss: 2.2217 Epoch 11/100 ---------- lr: 0.005 train loss: 2.3569 val loss: 1.2832 Epoch 12/100 ---------- lr: 0.005 train loss: 2.0990 val loss: 1.3008 Epoch 13/100 ---------- lr: 0.005 train loss: 1.9820 val loss: 1.0461 Epoch 14/100 ---------- lr: 0.005 train loss: 2.1291 val loss: 1.2518 Epoch 15/100 ---------- lr: 0.005 train loss: 1.9679 val loss: 1.3109 Epoch 16/100 ---------- lr: 0.005 train loss: 1.9177 val loss: 1.6553 Epoch 17/100 ---------- lr: 0.005 train loss: 2.2154 val loss: 1.1047 Epoch 18/100 ---------- lr: 0.005 train loss: 1.7720 val loss: 0.8151 Epoch 19/100 ---------- lr: 0.005 train loss: 1.6437 val loss: 0.8881 Epoch 20/100 ---------- lr: 0.005 train loss: 1.7072 val loss: 1.3086 Epoch 21/100 ---------- lr: 0.005 train loss: 1.9214 val loss: 0.7967 Epoch 22/100 ---------- lr: 0.005 train loss: 1.6711 val loss: 1.6208 Epoch 23/100 ---------- lr: 0.005 train loss: 2.0399 val loss: 0.8643 Epoch 24/100 ---------- lr: 0.005 train loss: 1.5821 val loss: 0.7745 Epoch 25/100 ---------- lr: 0.005 train loss: 1.4983 val loss: 0.6997 Epoch 26/100 ---------- lr: 0.005 train loss: 1.4398 val loss: 0.8258 Epoch 27/100 ---------- lr: 0.005 train loss: 1.3737 val loss: 0.5466 Epoch 28/100 ---------- lr: 0.005 train loss: 1.4088 val loss: 0.6490 Epoch 29/100 ---------- lr: 0.005 train loss: 1.3058 val loss: 0.5135 Epoch 30/100 ---------- lr: 0.005 train loss: 1.4689 val loss: 0.8682 Epoch 31/100 ---------- lr: 0.005 train loss: 1.9624 val loss: 0.8093 Epoch 32/100 ---------- lr: 0.005 train loss: 1.3936 val loss: 0.6095 Epoch 33/100 ---------- lr: 0.005 train loss: 1.3336 val loss: 0.4873 Epoch 34/100 ---------- lr: 0.005 train loss: 1.2164 val loss: 0.4430 Epoch 35/100 ---------- lr: 0.005 train loss: 1.2406 val loss: 0.4793 Epoch 36/100 ---------- lr: 0.005 train loss: 1.2039 val loss: 0.5039 Epoch 37/100 ---------- lr: 0.005 train loss: 1.3104 val loss: 0.6141 Epoch 38/100 ---------- lr: 0.005 train loss: 1.4317 val loss: 0.6860 Epoch 39/100 ---------- lr: 0.005 train loss: 1.2774 val loss: 0.6025 Epoch 40/100 ---------- lr: 0.005 train loss: 1.2152 val loss: 0.4413 Epoch 41/100 ---------- lr: 0.005 train loss: 1.2808 val loss: 0.7292 Epoch 42/100 ---------- lr: 0.005 train loss: 1.2968 val loss: 0.4581 Epoch 43/100 ---------- lr: 0.005 train loss: 1.2652 val loss: 0.4015 Epoch 44/100 ---------- lr: 0.005 train loss: 1.1961 val loss: 0.5800 Epoch 45/100 ---------- lr: 0.005 train loss: 1.3058 val loss: 0.4913 Epoch 46/100 ---------- lr: 0.005 train loss: 1.2902 val loss: 0.4744 Epoch 47/100 ---------- lr: 0.005 train loss: 1.5519 val loss: 1.2728 Epoch 48/100 ---------- lr: 0.005 train loss: 2.0161 val loss: 1.0961 Epoch 49/100 ---------- lr: 0.005 train loss: 3.1587 val loss: 3.2907 Epoch 50/100 ---------- lr: 0.005 train loss: 3.9602 val loss: 3.3894 Epoch 51/100 ---------- lr: 0.005 train loss: 6.2158 val loss: 6.2125 Epoch 52/100 ---------- lr: 0.005 train loss: 6.5168 val loss: 5.4701 Epoch 53/100 ---------- lr: 0.005 train loss: 6.3656 val loss: 4.9839 Epoch 54/100 ---------- lr: 0.005 train loss: 6.0010 val loss: 4.5574 Epoch 55/100 ---------- lr: 0.005 train loss: 5.6583 val loss: 4.1865 Epoch 56/100 ---------- lr: 0.005 train loss: 5.0778 val loss: 3.9329 Epoch 57/100 ---------- lr: 0.005 train loss: 4.7626 val loss: 3.6709 Epoch 58/100 ---------- lr: 0.005 train loss: 4.6357 val loss: 3.4655 Epoch 59/100 ---------- lr: 0.005 train loss: 4.2546 val loss: 3.5483 Epoch 60/100 ---------- lr: 0.005 train loss: 4.0583 val loss: 3.6059 Epoch 61/100 ---------- lr: 0.005 train loss: 4.2949 val loss: 3.1832 Epoch 62/100 ---------- lr: 0.005 train loss: 4.1037 val loss: 3.2000 Epoch 63/100 ---------- lr: 0.005 train loss: 3.8726 val loss: 2.9422 Epoch 64/100 ---------- lr: 0.005 train loss: 4.0876 val loss: 3.1380 Epoch 65/100 ---------- lr: 0.0025 train loss: 3.5999 val loss: 2.6825 Epoch 66/100 ---------- lr: 0.0025 train loss: 3.5194 val loss: 2.6026 Epoch 67/100 ---------- lr: 0.0025 train loss: 3.5049 val loss: 2.5086 Epoch 68/100 ---------- lr: 0.0025 train loss: 3.3014 val loss: 2.5136 Epoch 69/100 ---------- lr: 0.0025 train loss: 3.2752 val loss: 2.3563 Epoch 70/100 ---------- lr: 0.0025 train loss: 3.2150 val loss: 2.3208 Epoch 71/100 ---------- lr: 0.0025 train loss: 3.1778 val loss: 2.3626 Epoch 72/100 ---------- lr: 0.0025 train loss: 3.1176 val loss: 2.3893 Epoch 73/100 ---------- lr: 0.0025 train loss: 3.1192 val loss: 2.3179 Epoch 74/100 ---------- lr: 0.0025 train loss: 3.1820 val loss: 2.1921 Epoch 75/100 ---------- lr: 0.0025 train loss: 3.0965 val loss: 2.2974 Epoch 76/100 ---------- lr: 0.0025 train loss: 3.1413 val loss: 2.2645 Epoch 77/100 ---------- lr: 0.0025 train loss: 3.1654 val loss: 2.2294 Epoch 78/100 ---------- lr: 0.0025 train loss: 3.1652 val loss: 2.2904 Epoch 79/100 ---------- lr: 0.0025 train loss: 3.1693 val loss: 2.3308 Epoch 80/100 ---------- lr: 0.0025 train loss: 3.1149 val loss: 2.2507 Epoch 81/100 ---------- lr: 0.0025 train loss: 3.3894 val loss: 2.4979 Epoch 82/100 ---------- lr: 0.0025 train loss: 3.4739 val loss: 2.6452 Epoch 83/100 ---------- lr: 0.0025 train loss: 3.5849 val loss: 2.4759 Epoch 84/100 ---------- lr: 0.0025 train loss: 3.4985 val loss: 2.5508 Epoch 85/100 ---------- lr: 0.0025 train loss: 3.5793 val loss: 2.6564 Epoch 86/100 ---------- lr: 0.00125 train loss: 3.4343 val loss: 2.4326 Epoch 87/100 ---------- lr: 0.00125 train loss: 3.3293 val loss: 2.3405 Epoch 88/100 ---------- lr: 0.00125 train loss: 3.2610 val loss: 2.3563 Epoch 89/100 ---------- lr: 0.00125 train loss: 3.2535 val loss: 2.2129 Epoch 90/100 ---------- lr: 0.00125 train loss: 3.1485 val loss: 2.1044 Epoch 91/100 ---------- lr: 0.00125 train loss: 3.0890 val loss: 2.1251 Epoch 92/100 ---------- lr: 0.00125 train loss: 3.0327 val loss: 2.0425 Epoch 93/100 ---------- lr: 0.00125 train loss: 2.9785 val loss: 2.0447 Epoch 94/100 ---------- lr: 0.00125 train loss: 3.0062 val loss: 2.0128 Epoch 95/100 ---------- lr: 0.00125 train loss: 2.9923 val loss: 2.0028 Epoch 96/100 ---------- lr: 0.00125 train loss: 3.0131 val loss: 2.0363 Epoch 97/100 ---------- lr: 0.00125 train loss: 3.0189 val loss: 2.0974 Epoch 98/100 ---------- lr: 0.00125 train loss: 3.0624 val loss: 2.1629 Epoch 99/100 ---------- lr: 0.00125 train loss: 3.0555 val loss: 2.0728 Epoch 100/100 ---------- lr: 0.00125 train loss: 2.9626 val loss: 2.0123 Training complete in 22m 45s Best val loss: 0.4015 at epoch 43 Val MSE at best epoch: 0.1705