Epoch 1/100 ---------- lr: 0.005 train loss: 20.6368 val loss: 5.1889 Epoch 2/100 ---------- lr: 0.005 train loss: 6.2479 val loss: 4.0113 Epoch 3/100 ---------- lr: 0.005 train loss: 5.3931 val loss: 3.3481 Epoch 4/100 ---------- lr: 0.005 train loss: 5.0203 val loss: 3.0801 Epoch 5/100 ---------- lr: 0.005 train loss: 4.7903 val loss: 2.9930 Epoch 6/100 ---------- lr: 0.005 train loss: 4.3857 val loss: 2.8969 Epoch 7/100 ---------- lr: 0.005 train loss: 4.1031 val loss: 2.4607 Epoch 8/100 ---------- lr: 0.005 train loss: 4.5192 val loss: 2.8928 Epoch 9/100 ---------- lr: 0.005 train loss: 3.9033 val loss: 2.2017 Epoch 10/100 ---------- lr: 0.005 train loss: 3.8875 val loss: 2.1613 Epoch 11/100 ---------- lr: 0.005 train loss: 3.6292 val loss: 2.0884 Epoch 12/100 ---------- lr: 0.005 train loss: 3.5927 val loss: 1.8973 Epoch 13/100 ---------- lr: 0.005 train loss: 3.2622 val loss: 1.6843 Epoch 14/100 ---------- lr: 0.005 train loss: 3.2411 val loss: 1.7187 Epoch 15/100 ---------- lr: 0.005 train loss: 3.2354 val loss: 1.6440 Epoch 16/100 ---------- lr: 0.005 train loss: 3.0799 val loss: 1.5707 Epoch 17/100 ---------- lr: 0.005 train loss: 3.0158 val loss: 1.5577 Epoch 18/100 ---------- lr: 0.005 train loss: 2.9394 val loss: 1.4549 Epoch 19/100 ---------- lr: 0.005 train loss: 2.9438 val loss: 1.4889 Epoch 20/100 ---------- lr: 0.005 train loss: 2.9615 val loss: 1.4210 Epoch 21/100 ---------- lr: 0.005 train loss: 3.0389 val loss: 1.2889 Epoch 22/100 ---------- lr: 0.005 train loss: 2.8347 val loss: 1.6552 Epoch 23/100 ---------- lr: 0.005 train loss: 2.9200 val loss: 1.2334 Epoch 24/100 ---------- lr: 0.005 train loss: 2.7717 val loss: 1.4873 Epoch 25/100 ---------- lr: 0.005 train loss: 2.7471 val loss: 1.5427 Epoch 26/100 ---------- lr: 0.005 train loss: 2.7200 val loss: 1.4188 Epoch 27/100 ---------- lr: 0.005 train loss: 2.6620 val loss: 1.1606 Epoch 28/100 ---------- lr: 0.005 train loss: 2.6147 val loss: 1.1758 Epoch 29/100 ---------- lr: 0.005 train loss: 2.7555 val loss: 1.2264 Epoch 30/100 ---------- lr: 0.005 train loss: 2.7621 val loss: 1.2831 Epoch 31/100 ---------- lr: 0.005 train loss: 2.5832 val loss: 1.1189 Epoch 32/100 ---------- lr: 0.005 train loss: 2.4997 val loss: 1.2700 Epoch 33/100 ---------- lr: 0.005 train loss: 3.1209 val loss: 1.8580 Epoch 34/100 ---------- lr: 0.005 train loss: 2.8261 val loss: 1.2397 Epoch 35/100 ---------- lr: 0.005 train loss: 2.6566 val loss: 1.1585 Epoch 36/100 ---------- lr: 0.005 train loss: 2.5400 val loss: 1.2072 Epoch 37/100 ---------- lr: 0.005 train loss: 2.5347 val loss: 1.3360 Epoch 38/100 ---------- lr: 0.005 train loss: 2.5236 val loss: 1.1906 Epoch 39/100 ---------- lr: 0.005 train loss: 2.8082 val loss: 3.4295 Epoch 40/100 ---------- lr: 0.005 train loss: 3.2516 val loss: 1.4216 Epoch 41/100 ---------- lr: 0.005 train loss: 2.6903 val loss: 1.1985 Epoch 42/100 ---------- lr: 0.005 train loss: 2.6124 val loss: 1.1860 Epoch 43/100 ---------- lr: 0.005 train loss: 2.5591 val loss: 1.2143 Epoch 44/100 ---------- lr: 0.005 train loss: 2.5228 val loss: 1.0174 Epoch 45/100 ---------- lr: 0.005 train loss: 2.4839 val loss: 1.2379 Epoch 46/100 ---------- lr: 0.005 train loss: 2.4793 val loss: 1.1500 Epoch 47/100 ---------- lr: 0.005 train loss: 2.4483 val loss: 1.0405 Epoch 48/100 ---------- lr: 0.005 train loss: 2.4295 val loss: 1.0046 Epoch 49/100 ---------- lr: 0.005 train loss: 2.4080 val loss: 0.9664 Epoch 50/100 ---------- lr: 0.005 train loss: 2.4080 val loss: 1.0290 Epoch 51/100 ---------- lr: 0.005 train loss: 2.4471 val loss: 0.9690 Epoch 52/100 ---------- lr: 0.005 train loss: 2.3466 val loss: 1.0053 Epoch 53/100 ---------- lr: 0.005 train loss: 2.3903 val loss: 1.0032 Epoch 54/100 ---------- lr: 0.005 train loss: 2.3460 val loss: 1.0927 Epoch 55/100 ---------- lr: 0.005 train loss: 2.6242 val loss: 1.0646 Epoch 56/100 ---------- lr: 0.005 train loss: 2.3730 val loss: 1.0013 Epoch 57/100 ---------- lr: 0.005 train loss: 2.3109 val loss: 0.9545 Epoch 58/100 ---------- lr: 0.005 train loss: 2.4095 val loss: 0.9266 Epoch 59/100 ---------- lr: 0.005 train loss: 2.3775 val loss: 1.0723 Epoch 60/100 ---------- lr: 0.005 train loss: 2.5059 val loss: 1.0854 Epoch 61/100 ---------- lr: 0.005 train loss: 2.4538 val loss: 1.0055 Epoch 62/100 ---------- lr: 0.005 train loss: 2.3126 val loss: 0.8435 Epoch 63/100 ---------- lr: 0.005 train loss: 2.3075 val loss: 0.8667 Epoch 64/100 ---------- lr: 0.005 train loss: 2.2871 val loss: 0.8741 Epoch 65/100 ---------- lr: 0.005 train loss: 2.3999 val loss: 1.0342 Epoch 66/100 ---------- lr: 0.005 train loss: 2.3139 val loss: 1.1897 Epoch 67/100 ---------- lr: 0.005 train loss: 2.3607 val loss: 0.9097 Epoch 68/100 ---------- lr: 0.005 train loss: 2.2452 val loss: 0.8217 Epoch 69/100 ---------- lr: 0.005 train loss: 2.2509 val loss: 0.8720 Epoch 70/100 ---------- lr: 0.005 train loss: 2.2380 val loss: 0.9343 Epoch 71/100 ---------- lr: 0.005 train loss: 2.5058 val loss: 0.9910 Epoch 72/100 ---------- lr: 0.005 train loss: 2.2829 val loss: 0.8317 Epoch 73/100 ---------- lr: 0.005 train loss: 2.2140 val loss: 0.8415 Epoch 74/100 ---------- lr: 0.005 train loss: 2.3576 val loss: 0.9168 Epoch 75/100 ---------- lr: 0.005 train loss: 2.2841 val loss: 0.9040 Epoch 76/100 ---------- lr: 0.005 train loss: 2.2354 val loss: 0.9549 Epoch 77/100 ---------- lr: 0.005 train loss: 2.2606 val loss: 0.8673 Epoch 78/100 ---------- lr: 0.005 train loss: 2.1893 val loss: 0.7949 Epoch 79/100 ---------- lr: 0.005 train loss: 2.1827 val loss: 0.7550 Epoch 80/100 ---------- lr: 0.005 train loss: 2.1850 val loss: 0.7931 Epoch 81/100 ---------- lr: 0.005 train loss: 2.2254 val loss: 0.9065 Epoch 82/100 ---------- lr: 0.005 train loss: 2.2171 val loss: 0.8097 Epoch 83/100 ---------- lr: 0.005 train loss: 2.1634 val loss: 0.7733 Epoch 84/100 ---------- lr: 0.005 train loss: 2.1860 val loss: 0.7707 Epoch 85/100 ---------- lr: 0.005 train loss: 2.2107 val loss: 0.8148 Epoch 86/100 ---------- lr: 0.005 train loss: 2.3666 val loss: 1.1556 Epoch 87/100 ---------- lr: 0.005 train loss: 2.2647 val loss: 0.8129 Epoch 88/100 ---------- lr: 0.005 train loss: 2.1518 val loss: 0.7897 Epoch 89/100 ---------- lr: 0.005 train loss: 2.2706 val loss: 0.8873 Epoch 90/100 ---------- lr: 0.005 train loss: 2.2139 val loss: 0.7514 Epoch 91/100 ---------- lr: 0.005 train loss: 2.1531 val loss: 0.8081 Epoch 92/100 ---------- lr: 0.005 train loss: 2.1510 val loss: 0.7715 Epoch 93/100 ---------- lr: 0.005 train loss: 2.2438 val loss: 0.7526 Epoch 94/100 ---------- lr: 0.005 train loss: 2.2570 val loss: 1.0766 Epoch 95/100 ---------- lr: 0.005 train loss: 2.2483 val loss: 0.8846 Epoch 96/100 ---------- lr: 0.005 train loss: 2.1468 val loss: 0.7662 Epoch 97/100 ---------- lr: 0.005 train loss: 2.1134 val loss: 0.7444 Epoch 98/100 ---------- lr: 0.005 train loss: 2.1650 val loss: 0.9632 Epoch 99/100 ---------- lr: 0.005 train loss: 2.2747 val loss: 0.9439 Epoch 100/100 ---------- lr: 0.005 train loss: 2.1651 val loss: 0.7696 Training complete in 7m 7s Best val loss: 0.7444 at epoch 97 Val MSE at best epoch: 0.2579